diff --git a/.asf.yaml b/.asf.yaml index 848391d29d323..defb99e8c37f5 100644 --- a/.asf.yaml +++ b/.asf.yaml @@ -46,6 +46,66 @@ github: merge: true rebase: false + protected_branches: + master: {} + release-2.49.0: {} + release-2.48.0: {} + release-2.47.0: {} + release-2.46.0: {} + release-2.45.0: {} + release-2.44.0: {} + release-2.43.0: {} + release-2.42.0: {} + release-2.41.0: {} + release-2.40.0: {} + release-2.39.0: {} + release-2.38.0: {} + release-2.37.0: {} + release-2.36.0: {} + release-2.35.0: {} + release-2.34.0: {} + release-2.33.0: {} + release-2.32.0: {} + release-2.31.0: {} + release-2.30.0: {} + release-2.29.0: {} + release-2.28.0: {} + release-2.27.0: {} + release-2.26.0: {} + release-2.25.0: {} + release-2.24.0: {} + release-2.23.0: {} + release-2.22.0: {} + release-2.21.0: {} + release-2.20.0: {} + release-2.19.0: {} + release-2.18.0: {} + release-2.17.0: {} + release-2.16.0: {} + release-2.15.0: {} + release-2.14.0: {} + release-2.13.0: {} + release-2.12.0: {} + release-2.11.0: {} + release-2.10.0: {} + release-2.8.0: {} + release-2.8.0: {} + release-2.7.0: {} + release-2.6.0: {} + release-2.5.0: {} + release-2.4.0: {} + release-2.3.0: {} + release-2.2.0: {} + release-2.1.1: {} + release-2.1.0: {} + release-0.6.0: {} + release-0.5.0: {} + release-0.4.0: {} + release-0.4.0-incubating: {} + release-0.3.0-incubating: {} + release-0.2.0-incubating: {} + release-0.1.0-incubating: {} + notifications: commits: commits@beam.apache.org issues: github@beam.apache.org diff --git a/.github/ACTIONS.md b/.github/ACTIONS.md index 7432a3d28b1c7..9b6be30bf30c3 100644 --- a/.github/ACTIONS.md +++ b/.github/ACTIONS.md @@ -98,3 +98,5 @@ Phrases self-assign, close, or manage labels on an issue: | `.add-labels` | Add comma separated labels to the issue (e.g. `add-labels l1, 'l2 with spaces'`) | | `.remove-labels` | Remove comma separated labels to the issue (e.g. `remove-labels l1, 'l2 with spaces'`) | | `.set-labels` | Sets comma separated labels to the issue and removes any other labels (e.g. `set-labels l1, 'l2 with spaces'`) | + +test \ No newline at end of file diff --git a/.github/actions/rerun-job-action/action.yml b/.github/actions/rerun-job-action/action.yml new file mode 100644 index 0000000000000..73679aaaf8190 --- /dev/null +++ b/.github/actions/rerun-job-action/action.yml @@ -0,0 +1,129 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + + +#Action used to trigger a failed check re-run within a PR using a comment. Add this action to your workflow with an if condition +#to check if the comment is present +#If the check is failed this will trigger it again. If its not failed a new instance of workflow will run which will not show in the status box or checks tab in the PR and can be found in the actions tab https://github.com/apache/beam/actions + +name: "Rerun Job Action" +description: Re-runs a job that is attached to the PR as Check Run +inputs: + pull_request_url: + description: "The URL of the PR" + required: true + github_repository: + description: "The GitHub repository" + required: true + github_token: + description: "The GitHub token" + required: true + github_job: + description: "The GitHub job" + required: true + github_current_run_id: + description: "The GitHub current run id. Not the same that is fetched in this action" + required: true + + +runs: + using: composite + steps: + - name: Get Last Commit SHA + shell: bash + run: | + URL=${{inputs.pull_request_url}}/commits + PRSHA=$(curl \ + -H 'Authorization: Bearer ${{inputs.github_token}}' \ + -H "Accept: application/vnd.github+json" \ + -H "X-GitHub-Api-Version: 2022-11-28" \ + -s $URL | jq -r '.[-1].sha' ) + echo prsha=$PRSHA >> $GITHUB_ENV + - name: Get Status and Conclusion for PR Job + shell: bash + run: | + JOB="${{inputs.github_job}}" + QUERY_JOB=${JOB// /+} + URL="${{github.api_url}}/repos/${{inputs.github_repository}}/commits/${{env.prsha}}/check-runs?check_name=$QUERY_JOB" + CHECK_RUN=$(curl \ + -H 'Authorization: Bearer ${{inputs.github_token}}' \ + -H "Accept: application/vnd.github+json" \ + -H "X-GitHub-Api-Version: 2022-11-28" \ + -s $URL | jq -r '.check_runs | .[] | select(.name=="${{inputs.github_job}}")') + if [ -z "$CHECK_RUN" ]; then + echo "No check runs found for this job" + echo skip=true >> $GITHUB_ENV + exit 0 + fi + read -r STATUS CONCLUSION CHECK_SUITE_ID<<< $(echo $CHECK_RUN | jq -r '"\(.status) \(.conclusion) \(.check_suite.id)"') + echo status=$STATUS >> $GITHUB_ENV + echo conclusion=$CONCLUSION >> $GITHUB_ENV + echo check_suite_id=$CHECK_SUITE_ID >> $GITHUB_ENV + + + - name: Disable Rerun for Success or Skipped + if: ${{(env.status == 'completed' && (env.conclusion == 'success' || env.conclusion == 'skipped')) || env.skip == 'true'}} + shell: bash + run: echo rerun=false >> $GITHUB_ENV + + - name: Get Run ID + if: ${{env.rerun != 'false' }} + shell: bash + run: | + URL="${{github.api_url}}/repos/${{inputs.github_repository}}/actions/runs?check_suite_id=${{env.check_suite_id}}" + RUN_ID=$(curl \ + -H 'Authorization: Bearer ${{inputs.github_token}}' \ + -H "Accept: application/vnd.github+json" \ + -H "X-GitHub-Api-Version: 2022-11-28" \ + -s $URL | jq -r '.workflow_runs | .[0] | .id') + echo run_id=$RUN_ID >> $GITHUB_ENV + - name: Get Job ID + if: ${{env.rerun != 'false' }} + shell: bash + run: | + URL="${{github.api_url}}/repos/${{inputs.github_repository}}/actions/runs/${{env.run_id}}/jobs" + JOB_ID=$(curl \ + -H 'Authorization: Bearer ${{inputs.github_token}}' \ + -H "Accept: application/vnd.github+json" \ + -H "X-GitHub-Api-Version: 2022-11-28" \ + -s $URL | jq -r '.jobs | .[] | select(.name=="${{inputs.github_job}}") | .id ') + echo job_id=$JOB_ID >> $GITHUB_ENV + - name: Trigger Re-run + if: ${{env.rerun != 'false' }} + shell: bash + run: | + URL="${{github.api_url}}/repos/${{inputs.github_repository}}/actions/jobs/${{env.job_id}}/rerun" + curl -X POST \ + -H 'Authorization: Bearer ${{inputs.github_token}}' \ + -H "Accept: application/vnd.github+json" \ + -H "X-GitHub-Api-Version: 2022-11-28" \ + -s $URL + - name: Install GH Cli + if: ${{env.rerun != 'false' }} + shell: bash + run: | + wget https://github.com/cli/cli/releases/download/v2.31.0/gh_2.31.0_linux_amd64.tar.gz + tar -xvf gh_2.31.0_linux_amd64.tar.gz + sudo mv gh_2.31.0_linux_amd64/bin/gh /usr/local/bin + - name: Exit rest of the run + if: ${{env.rerun != 'false' }} + shell: bash + run: | + gh run cancel ${{ inputs.github_current_run_id }} + gh run watch ${{ inputs.github_current_run_id }} + env: + GITHUB_TOKEN: ${{ inputs.github_token }} \ No newline at end of file diff --git a/.github/actions/setup-default-test-properties/test-properties.json b/.github/actions/setup-default-test-properties/test-properties.json index 32b449ea1ed9e..c4ac53f7e873b 100644 --- a/.github/actions/setup-default-test-properties/test-properties.json +++ b/.github/actions/setup-default-test-properties/test-properties.json @@ -1,14 +1,14 @@ { "PythonTestProperties": { - "ALL_SUPPORTED_VERSIONS": ["3.7", "3.8", "3.9", "3.10", "3.11"], - "LOWEST_SUPPORTED": ["3.7"], + "ALL_SUPPORTED_VERSIONS": ["3.8", "3.9", "3.10", "3.11"], + "LOWEST_SUPPORTED": ["3.8"], "HIGHEST_SUPPORTED": ["3.11"], - "ESSENTIAL_VERSIONS": ["3.7", "3.11"], - "CROSS_LANGUAGE_VALIDATES_RUNNER_PYTHON_VERSIONS": ["3.7", "3.11"], + "ESSENTIAL_VERSIONS": ["3.8", "3.11"], + "CROSS_LANGUAGE_VALIDATES_RUNNER_PYTHON_VERSIONS": ["3.8", "3.11"], "CROSS_LANGUAGE_VALIDATES_RUNNER_DATAFLOW_USING_SQL_PYTHON_VERSIONS": ["3.11"], - "VALIDATES_CONTAINER_DATAFLOW_PYTHON_VERSIONS": ["3.7", "3.8", "3.9", "3.10", "3.11" ] - "LOAD_TEST_PYTHON_VERSION": "3.7", - "CHICAGO_TAXI_EXAMPLE_FLINK_PYTHON_VERSION": "3.7", + "VALIDATES_CONTAINER_DATAFLOW_PYTHON_VERSIONS": ["3.8", "3.9", "3.10", "3.11" ] + "LOAD_TEST_PYTHON_VERSION": "3.8", + "CHICAGO_TAXI_EXAMPLE_FLINK_PYTHON_VERSION": "3.8", "DEFAULT_INTERPRETER": "python3.8", "TOX_ENV": ["Cloud", "Cython"] }, diff --git a/.github/actions/setup-self-hosted-action/action.yml b/.github/actions/setup-self-hosted-action/action.yml index 0e7cc8534e9e5..9702b4450ec98 100644 --- a/.github/actions/setup-self-hosted-action/action.yml +++ b/.github/actions/setup-self-hosted-action/action.yml @@ -18,10 +18,6 @@ name: 'Setup environment for self-hosted runners' description: 'Setup action to run jobs in a self-hosted runner' inputs: - requires-py-37: - required: false - description: 'Set as false if does not require py37 setup' - default: 'true' requires-py-38: required: false description: 'Set as false if does not require py38 setup' @@ -42,11 +38,6 @@ inputs: runs: using: "composite" steps: - - name: Install python 3.7 - if: ${{ inputs.requires-py-37 == 'true' }} - uses: actions/setup-python@v4 - with: - python-version: "3.7" - name: Install python 3.8 if: ${{ inputs.requires-py-38 == 'true' }} uses: actions/setup-python@v4 diff --git a/.github/gh-actions-self-hosted-runners/arc/README.md b/.github/gh-actions-self-hosted-runners/arc/README.md index 5be4a93b43a3e..e5055826d00c8 100644 --- a/.github/gh-actions-self-hosted-runners/arc/README.md +++ b/.github/gh-actions-self-hosted-runners/arc/README.md @@ -38,8 +38,15 @@ All are created in the step before project_id = "PROJECT_ID" # google PROJECT_ID that you want to deploy in region = "gcp_region" # GCP region for the network zone = "europe-west3-c" # GCP zone for the nodes -min_main_node_count = "1" # Minimal and initial node count for main pool -max_main_node_count = "5" # Maximal node count for main pool +main_runner = { + name = "main-runner" # Main runner pool name + machine_type = "e2-standard-16" # Main runner pool machine type + min_node_count = "1" # Main runner pool minimal node count + max_node_count = "5" # Main runner pool maximal node count + min_replicas = "5" # Min number of runner PODs in the main pool . Do not confuse with Nodes + max_replicas = "20" # Max number of runner PODs in the main pool . Do not confuse with Nodes + webhook_scaling # Enable webhook scaling for main pool +} environment = "environment_name" # Name of the environment. Used as a prefix like dev- stag- anything- ingress_domain = "fqdn" # FQDN for webhook ingress organization = "org" # Github Organization to use runners in @@ -48,15 +55,40 @@ github_app_id_secret_name = "app_id_secret_name" # Google secret na github_app_install_id_secret_name = "install_id_secret_name" # Google secret name for install_id github_private_key_secret_name = "pem_file_secret_name" # Google secret name for pem file deploy_webhook = "false" # Terraform to deploy the scaling webhook -max_main_replicas = "2" # Max number of runner PODs . Do not confuse with Nodes -min_main_replicas = "1" # Min number of runner PODs . Do not confuse with Nodes -webhook_scaling = "false" # Enable webhook scaling. When disabled runner busy percentage is used #state_bucket_name = "state_bucket_name" # Not used by terraform. This is just to reference what bucket is used for others ``` +If you want to create additonal pools you can use the `additional_runner_pools` which is a list of objects. Example: +``` +additional_runner_pools = [ +{ +name = "test-runner" # Pool name +machine_type = "e2-standard-2" # Macihne type for the pool +min_node_count = 1 # Minimal node count +max_node_count = 2 # Maximal node count +min_replicas = 1 # Minimal replica count +min_replicas = 2 # Maximal replica count +webhook_scaling = true # Enable webhook based scaling +runner_image = "gcr.io/someimage:sometag" # Image to use +labels = ["self-hosted", "testrunner"] # Label set for runner pool. Used in `on` +enable_selector = "true" # Enables NodeSelector, forcing runners to this pool +enable_taint = "true" # Enables Taints. Prevents other runner pods to run in this pool. +requests = { # K8s cpu and memory requests + cpu = "500m" # + memory = "500mi"} # +limits = { # K8s cpu and memory limits + cpu = "2" # + memory = "2Gi"}}] # + +``` + + + 5. Make sure you set the bucket name in the comment in the environment file for documentation purposes -6. From this directory, init terraform with: +6. From this directory, login to your gcloud account that you created the bucket with and init terraform with: ``` +gcloud auth login +gcloud auth application-default login terraform init -backend-config="bucket=bucket_name" ``` 7. Terraform apply diff --git a/.github/gh-actions-self-hosted-runners/arc/config/arc_autoscaler.tpl b/.github/gh-actions-self-hosted-runners/arc/config/arc_autoscaler.tpl index 0de685c453bb0..f6da0aff038ae 100644 --- a/.github/gh-actions-self-hosted-runners/arc/config/arc_autoscaler.tpl +++ b/.github/gh-actions-self-hosted-runners/arc/config/arc_autoscaler.tpl @@ -19,12 +19,12 @@ apiVersion: actions.summerwind.dev/v1alpha1 kind: HorizontalRunnerAutoscaler metadata: - name: main-runners + name: ${name} spec: scaleDownDelaySecondsAfterScaleOut: 300 scaleTargetRef: kind: RunnerDeployment - name: main-runners + name: ${name} minReplicas: ${min_runners} maxReplicas: ${max_runners} %{~ if webhook_scaling == "true" ~} diff --git a/.github/gh-actions-self-hosted-runners/arc/config/arc_deployment.tpl b/.github/gh-actions-self-hosted-runners/arc/config/arc_deployment.tpl index 98eeb8544f781..9280e4b77b3ab 100644 --- a/.github/gh-actions-self-hosted-runners/arc/config/arc_deployment.tpl +++ b/.github/gh-actions-self-hosted-runners/arc/config/arc_deployment.tpl @@ -19,21 +19,38 @@ apiVersion: actions.summerwind.dev/v1alpha1 kind: RunnerDeployment metadata: - name: main-runners + name: ${name} spec: template: spec: - image: summerwind/actions-runner:v2.304.0-ubuntu-20.04-30355f7 + %{~ if selector == true ~} + nodeSelector: + runner-pool: ${name} + %{~ endif ~} + %{~ if taint == true ~} + tolerations: + - key: "runner-pool" + operator: "Equal" + value: ${name} + effect: "NoSchedule" + %{~ endif ~} + image: ${image} organization: ${organization} group: "${group}" labels: - - "ubuntu-20.04" - - "self-hosted" + %{~ for label in labels ~} + - ${label} + %{~ endfor ~} env: [] resources: - limits: - cpu: "4.0" - memory: "8Gi" requests: - cpu: "500m" - memory: "500Mi" + cpu: ${requests.cpu} + memory: ${requests.memory} + limits: + %{~ if limits.cpu != "" ~} + cpu: ${limits.cpu} + %{~ if limits.memory != "" ~} + memory: ${limits.memory} + %{~ endif ~} + %{~ endif ~} + diff --git a/.github/gh-actions-self-hosted-runners/arc/environments/beam.env b/.github/gh-actions-self-hosted-runners/arc/environments/beam.env index e215e4c7bd2bf..d99f6f3f20abf 100644 --- a/.github/gh-actions-self-hosted-runners/arc/environments/beam.env +++ b/.github/gh-actions-self-hosted-runners/arc/environments/beam.env @@ -18,20 +18,47 @@ # project_id = "apache-beam-testing" -region = "us-west1" -zone = "us-west1-b" -min_main_node_count = "1" -max_main_node_count = "5" +region = "us-central1" +zone = "us-central1-b" environment = "beam" -ingress_domain = "runners.example.com" +ingress_domain = "action.beam.apache.org" organization = "apache" repository = "beam" github_app_id_secret_name = "gh-app_id" github_app_install_id_secret_name = "gh-app_installation_id" github_private_key_secret_name = "gh-pem_key" -deploy_webhook = "false" -max_main_replicas = "40" -min_main_replicas = "5" -webhook_scaling = "false" +deploy_webhook = "true" runner_group = "beam" -machine_type = "e2-standard-16" \ No newline at end of file +main_runner = { + name = "main-runner" + runner_image = "us-central1-docker.pkg.dev/apache-beam-testing/beam-github-actions/beam-arc-runner:738c02cac4d6a88faa3dd02606d50f1d2efed5e7" + machine_type = "e2-standard-16" + min_node_count = "1" + max_node_count = "16" + min_replicas = "1" + max_replicas = "128" + webhook_scaling = true + disk_size_gb = 200 + requests = { + cpu = "2" + memory = "3Gi" + } +} +additional_runner_pools = [{ + name = "small-runner" + machine_type = "e2-standard-2" + runner_image = "us-central1-docker.pkg.dev/apache-beam-testing/beam-github-actions/beam-arc-runner:738c02cac4d6a88faa3dd02606d50f1d2efed5e7" + min_node_count = "1" + max_node_count = "10" + min_replicas = "1" + max_replicas = "10" + webhook_scaling = "true" + requests = { + cpu = "1500m" + memory = "5Gi" + } + labels = ["self-hosted", "ubuntu-20.04", "small"] + enable_selector = true + enable_taint = true +}] +#state_bucket_name = "beam-arc-state" diff --git a/.github/gh-actions-self-hosted-runners/arc/gke.tf b/.github/gh-actions-self-hosted-runners/arc/gke.tf index d4740b834eb17..bfb048885570a 100644 --- a/.github/gh-actions-self-hosted-runners/arc/gke.tf +++ b/.github/gh-actions-self-hosted-runners/arc/gke.tf @@ -23,30 +23,72 @@ resource "google_container_cluster" "actions-runner-gke" { initial_node_count = 1 network = google_compute_network.actions-runner-network.id subnetwork = google_compute_subnetwork.actions-runner-subnetwork.id - remove_default_node_pool = true + remove_default_node_pool = true } -resource "google_container_node_pool" "actions-runner-pool" { +resource "google_container_node_pool" "main-actions-runner-pool" { name = "main-pool" cluster = google_container_cluster.actions-runner-gke.name location = google_container_cluster.actions-runner-gke.location autoscaling { - min_node_count = var.min_main_node_count - max_node_count = var.max_main_node_count + min_node_count = var.main_runner.min_node_count + max_node_count = var.main_runner.max_node_count } + initial_node_count = var.main_runner.min_node_count management { auto_repair = "true" auto_upgrade = "true" } node_config { - machine_type = var.machine_type - service_account = google_service_account.actions_service_account.email + disk_size_gb = var.main_runner.disk_size_gb + machine_type = var.main_runner.machine_type oauth_scopes = [ "https://www.googleapis.com/auth/cloud-platform" ] tags = ["actions-runner-pool"] } } + +resource "google_container_node_pool" "additional_runner_pools" { + for_each = { + for index, runner_pool in var.additional_runner_pools : runner_pool.name => runner_pool + } + + name = each.value.name + cluster = google_container_cluster.actions-runner-gke.name + location = google_container_cluster.actions-runner-gke.location + autoscaling { + min_node_count = each.value.min_node_count + max_node_count = each.value.max_node_count + } + initial_node_count = each.value.min_node_count + management { + auto_repair = "true" + auto_upgrade = "true" + } + node_config { + disk_size_gb = each.value.disk_size_gb + machine_type = each.value.machine_type + oauth_scopes = [ + "https://www.googleapis.com/auth/cloud-platform" + ] + tags = ["actions-runner-pool"] + labels = { + "runner-pool" = each.value.name + } + + dynamic "taint" { + for_each = each.value.enable_taint == true ? [1] : [] + content { + key = "runner-pool" + value = each.value.name + effect = "NO_SCHEDULE" + } + } + } + } + + resource "google_compute_global_address" "actions-runner-ip" { name = "${var.environment}-actions-runner-ip" } \ No newline at end of file diff --git a/.github/gh-actions-self-hosted-runners/arc/helm.tf b/.github/gh-actions-self-hosted-runners/arc/helm.tf index 8b7d528dcc1b6..4c2badaf32398 100644 --- a/.github/gh-actions-self-hosted-runners/arc/helm.tf +++ b/.github/gh-actions-self-hosted-runners/arc/helm.tf @@ -30,7 +30,7 @@ resource "helm_release" "cert-manager" { name = "installCRDs" value = "true" } - depends_on = [ google_container_node_pool.actions-runner-pool ] + depends_on = [ google_container_node_pool.main-actions-runner-pool ] } resource "helm_release" "arc" { diff --git a/.github/gh-actions-self-hosted-runners/arc/iam.tf b/.github/gh-actions-self-hosted-runners/arc/iam.tf index 54f209e535b85..e6ba2be6545a0 100644 --- a/.github/gh-actions-self-hosted-runners/arc/iam.tf +++ b/.github/gh-actions-self-hosted-runners/arc/iam.tf @@ -16,13 +16,6 @@ # specific language governing permissions and limitations # under the License. # - -resource "google_service_account" "actions_service_account" { - account_id = "${var.environment}-runner-gke-sa" - display_name = "${var.environment}-runner-gke-sa" -} - - data "google_client_config" "provider" {} data "google_client_openid_userinfo" "provider_identity" { diff --git a/.github/gh-actions-self-hosted-runners/arc/images/Dockerfile b/.github/gh-actions-self-hosted-runners/arc/images/Dockerfile new file mode 100644 index 0000000000000..61f05ef649a6c --- /dev/null +++ b/.github/gh-actions-self-hosted-runners/arc/images/Dockerfile @@ -0,0 +1,68 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. +# + +FROM ghcr.io/actions-runner-controller/actions-runner-controller/actions-runner:ubuntu-20.04 +#install BuildX +COPY --from=docker/buildx-bin:0.11.1 /buildx /usr/libexec/docker/cli-plugins/docker-buildx +RUN docker buildx install && docker buildx version + + +USER root +#Install Node +RUN curl -OL https://nodejs.org/dist/v18.16.0/node-v18.16.0-linux-x64.tar.xz && \ + tar -C /usr/local -xf node-v18.16.0-linux-x64.tar.xz && \ + rm node-v18.16.0-linux-x64.tar.xz && \ + mv /usr/local/node-v18.16.0-linux-x64 /usr/local/node +ENV PATH="${PATH}:/usr/local/node/bin" +#Install Go +ARG go_version=1.20.5 +RUN curl -OL https://go.dev/dl/go${go_version}.linux-amd64.tar.gz && \ + tar -C /usr/local -xzf go${go_version}.linux-amd64.tar.gz && \ + rm go${go_version}.linux-amd64.tar.gz +ENV PATH="${PATH}:/usr/local/go/bin" +#Install Java +RUN curl -OL https://cdn.azul.com/zulu/bin/zulu8.70.0.23-ca-jdk8.0.372-linux_x64.tar.gz && \ + tar -C /usr/local -xzf zulu8.70.0.23-ca-jdk8.0.372-linux_x64.tar.gz && \ + rm zulu8.70.0.23-ca-jdk8.0.372-linux_x64.tar.gz && \ + mv /usr/local/zulu8.70.0.23-ca-jdk8.0.372-linux_x64 /usr/local/java +ENV PATH="${PATH}:/usr/local/java/bin" +#Install Gradle +RUN curl -OL https://services.gradle.org/distributions/gradle-7.3.3-bin.zip && \ + unzip gradle-7.3.3-bin.zip && \ + rm gradle-7.3.3-bin.zip && \ + mv gradle-7.3.3 /usr/local/gradle +ENV PATH="${PATH}:/usr/local/gradle/bin" +#Install GitHub CLI +RUN curl -OL https://github.com/cli/cli/releases/download/v2.31.0/gh_2.31.0_linux_amd64.tar.gz && \ + tar -xvf gh_2.31.0_linux_amd64.tar.gz && \ + rm gh_2.31.0_linux_amd64.tar.gz && \ + mv gh_2.31.0_linux_amd64/bin/gh /usr/local/bin +#Install GCloud CLI and Kubectl +RUN curl -OL https://dl.google.com/dl/cloudsdk/channels/rapid/downloads/google-cloud-sdk-367.0.0-linux-x86_64.tar.gz && \ + tar -xvf google-cloud-sdk-367.0.0-linux-x86_64.tar.gz && \ + rm google-cloud-sdk-367.0.0-linux-x86_64.tar.gz && \ + mv google-cloud-sdk /usr/local/google-cloud-sdk && \ + /usr/local/google-cloud-sdk/install.sh --quiet && \ + /usr/local/google-cloud-sdk/bin/gcloud components install kubectl && \ + chown -R runner:runner /home/runner/.config/gcloud +ENV PATH="${PATH}:/usr/local/google-cloud-sdk/bin" + +# Needed to transfer path addtitions to runner environment +RUN echo PATH=$PATH >> /runnertmp/.env +USER runner diff --git a/.github/gh-actions-self-hosted-runners/arc/images/README.md b/.github/gh-actions-self-hosted-runners/arc/images/README.md new file mode 100644 index 0000000000000..6db908d1bc48c --- /dev/null +++ b/.github/gh-actions-self-hosted-runners/arc/images/README.md @@ -0,0 +1,36 @@ + +# Manual build and push + +First set a tag you want to use: +``` +export RUNNER_IMAGE_TAG=some_tag +``` +After which you run the build command: +``` +docker build -t us-central1-docker.pkg.dev/apache-beam-testing/beam-github-actions/beam-arc-runner:$RUNNER_IMAGE_TAG -t us-central1-docker.pkg.dev/apache-beam-testing/beam-github-actions/beam-arc-runner:$(git rev-parse --short HEAD) . +``` +This builds and tags the image with both the Git SHA and desired tag set. + +Authenticate to the docker repository in GCP with: +``` +gcloud auth configure-docker us-central1-docker.pkg.dev +``` +docker push us-central1-docker.pkg.dev/apache-beam-testing/beam-github-actions/beam-arc-runner:$RUNNER_IMAGE_TAG +docker push us-central1-docker.pkg.dev/apache-beam-testing/beam-github-actions/beam-arc-runner:$(git rev-parse --short HEAD) +``` \ No newline at end of file diff --git a/.github/gh-actions-self-hosted-runners/arc/kubernetes.tf b/.github/gh-actions-self-hosted-runners/arc/kubernetes.tf index 9622a0cab1164..bafb653896d73 100644 --- a/.github/gh-actions-self-hosted-runners/arc/kubernetes.tf +++ b/.github/gh-actions-self-hosted-runners/arc/kubernetes.tf @@ -17,17 +17,35 @@ # under the License. # resource "kubectl_manifest" "arc_deployment" { - yaml_body = templatefile("config/arc_deployment.tpl", { organization = var.organization , group = var.runner_group}) + yaml_body = templatefile("config/arc_deployment.tpl", { organization = var.organization, group = var.runner_group, name = var.main_runner.name, image = var.main_runner.runner_image, labels = var.main_runner.labels, selector = var.main_runner.enable_selector, taint = var.main_runner.enable_taint, requests = var.main_runner.requests, limits = var.main_runner.limits}) override_namespace = "arc" - depends_on = [ helm_release.arc ] + depends_on = [helm_release.arc] } resource "kubectl_manifest" "arc_autoscaler" { - yaml_body = templatefile("config/arc_autoscaler.tpl", { min_runners = var.min_main_replicas, max_runners = var.max_main_replicas , webhook_scaling = var.webhook_scaling}) + yaml_body = templatefile("config/arc_autoscaler.tpl", { name = var.main_runner.name, min_runners = var.main_runner.min_replicas, max_runners = var.main_runner.max_replicas, webhook_scaling = var.main_runner.webhook_scaling }) override_namespace = "arc" - depends_on = [ helm_release.arc ] + depends_on = [helm_release.arc] } resource "kubectl_manifest" "arc_webhook_certificate" { - yaml_body = templatefile("config/arc_certificate.tpl", { ingress_domain = var.ingress_domain }) + yaml_body = templatefile("config/arc_certificate.tpl", { ingress_domain = var.ingress_domain }) override_namespace = "arc" - depends_on = [ helm_release.arc ] + depends_on = [helm_release.arc] +} + + +resource "kubectl_manifest" "arc_deployment_additional" { + for_each = { + for index, runner_pool in var.additional_runner_pools : runner_pool.name => runner_pool + } + yaml_body = templatefile("config/arc_deployment.tpl", { organization = var.organization, group = var.runner_group, name = each.value.name, image = each.value.runner_image, labels = each.value.labels, selector = each.value.enable_selector, taint = each.value.enable_taint , requests = each.value.requests, limits = each.value.limits}) + override_namespace = "arc" + depends_on = [helm_release.arc] +} +resource "kubectl_manifest" "arc_autoscaler_additional" { + for_each = { + for index, runner_pool in var.additional_runner_pools : runner_pool.name => runner_pool + } + yaml_body = templatefile("config/arc_autoscaler.tpl", { name = each.value.name, min_runners = each.value.min_replicas, max_runners = each.value.max_replicas, webhook_scaling = each.value.webhook_scaling }) + override_namespace = "arc" + depends_on = [helm_release.arc] } diff --git a/.github/gh-actions-self-hosted-runners/arc/variables.tf b/.github/gh-actions-self-hosted-runners/arc/variables.tf index 81d6695e133f3..43f51938b7d1f 100644 --- a/.github/gh-actions-self-hosted-runners/arc/variables.tf +++ b/.github/gh-actions-self-hosted-runners/arc/variables.tf @@ -27,28 +27,6 @@ variable "region" { variable "zone" { description = "Google Zone to use for deployment" } -variable "min_main_node_count" { - description = "Minimal node count for GKE" - default = "1" -} -variable "max_main_node_count" { - description = "Maximal node count for GKE" - default = "2" -} -variable "max_main_replicas" { - description = "Maximal replicas for Action Runners" - default = "2" - -} -variable "min_main_replicas" { - description = "Minimal replicas for Action Runners" - default = "1" - -} -variable machine_type { - description = "Machine type to use for runner Node Pool" - default = "e2-standard-2" -} variable "environment" { description = "name of environment" default = "" @@ -84,8 +62,63 @@ variable "runner_group" { description = "value for the runner group label" default = "" } -variable "webhook_scaling" { - description = "Enable scaling of runners based on webhook events" - default = "false" - -} + +variable "main_runner" { + type = object({ + name = string + machine_type = optional(string, "e2-standard-2") + min_node_count = optional(number, 1) + max_node_count = optional(number, 1) + min_replicas = optional(number, 1) + max_replicas = optional(number, 1) + disk_size_gb = optional(number, 100) + webhook_scaling = optional(bool, false) + runner_image = optional(string, "summerwind/actions-runner:v2.304.0-ubuntu-20.04-30355f7") + labels = optional(list(string), ["self-hosted", "ubuntu-20.04","main"]) + enable_selector = optional(bool, false) + enable_taint = optional(bool, false) + requests = optional(object({ + cpu = string + memory = string + }), { cpu = "500m", + memory = "500Mi" + }) + limits = optional(object({ + cpu = optional(string) + memory = optional(string) + }), { + cpu = "", + memory = "" + }) + }) +} +variable "additional_runner_pools" { + type = list(object({ + name = string + machine_type = optional(string, "e2-standard-2") + min_node_count = optional(number, 1) + max_node_count = optional(number, 1) + min_replicas = optional(number, 1) + max_replicas = optional(number, 1) + disk_size_gb = optional(number, 100) + webhook_scaling = optional(bool, false) + runner_image = optional(string, "summerwind/actions-runner:v2.304.0-ubuntu-20.04-30355f7") + labels = optional(list(string), ["self-hosted", "ubuntu-20.04","changeme"]) + enable_selector = optional(bool, true) + enable_taint = optional(bool, true) + requests = optional(object({ + cpu = string + memory = string + }), { cpu = "500m", + memory = "500Mi" + }) + limits = optional(object({ + cpu = optional(string) + memory = optional(string) + }), { + cpu = "", + memory = "" + }) + })) + default = [] +} \ No newline at end of file diff --git a/.github/workflows/README.md b/.github/workflows/README.md new file mode 100644 index 0000000000000..525cfcc526925 --- /dev/null +++ b/.github/workflows/README.md @@ -0,0 +1,35 @@ + +Please note that jobs with matrix need to have matrix element in the comment. Example: +```Run Python PreCommit (3.8)``` +| Workflow name | Matrix | Trigger Phrase | Cron Status | +|:-------------:|:------:|:--------------:|:-----------:| +| [ Go PreCommit ](https://github.com/apache/beam/actions/workflows/beam_PreCommit_Go.yml) | N/A |`Run Go PreCommit`| [![Go PreCommit](https://github.com/apache/beam/actions/workflows/beam_PreCommit_Go.yml/badge.svg?event=schedule)](https://github.com/apache/beam/actions/workflows/beam_PreCommit_Go.yml) | +| [ Python PreCommit Docker ](https://github.com/apache/beam/actions/workflows/job_PreCommit_Python_DockerBuild.yml) | ['3.8','3.9','3.10','3.11'] | `Run PythonDocker PreCommit (matrix_element)`| [![.github/workflows/job_PreCommit_Python_DockerBuild.yml](https://github.com/apache/beam/actions/workflows/job_PreCommit_Python_DockerBuild.yml/badge.svg?event=schedule)](https://github.com/apache/beam/actions/workflows/job_PreCommit_Python_DockerBuild.yml) | +| [ Python PreCommit Docs ](https://github.com/apache/beam/actions/workflows/beam_PreCommit_PythonDocs.yml) | N/A | `Run PythonDocs PreCommit`| [![.github/workflows/beam_PreCommit_PythonDocs.yml](https://github.com/apache/beam/actions/workflows/beam_PreCommit_PythonDocs.yml/badge.svg?event=schedule)](https://github.com/apache/beam/actions/workflows/beam_PreCommit_PythonDocs.yml) | +| [ Python PreCommit Formatter ](https://github.com/apache/beam/actions/workflows/job_PreCommit_PythonAutoformatter.yml) | N/A | `Run PythonFormatter PreCommit`| [![.github/workflows/job_PreCommit_PythonAutoformatter.yml](https://github.com/apache/beam/actions/workflows/job_PreCommit_PythonAutoformatter.yml/badge.svg?event=schedule)](https://github.com/apache/beam/actions/workflows/job_PreCommit_PythonAutoformatter.yml) | +| [ Python PreCommit Coverage ](https://github.com/apache/beam/actions/workflows/job_PreCommit_Python_Coverage.yml) | N/A | `Run Python_Coverage PreCommit`| [![.github/workflows/job_PreCommit_Python_Coverage.yml](https://github.com/apache/beam/actions/workflows/job_PreCommit_Python_Coverage.yml/badge.svg?event=schedule)](https://github.com/apache/beam/actions/workflows/job_PreCommit_Python_Coverage.yml) | +| [ Python PreCommit Dataframes ](https://github.com/apache/beam/actions/workflows/job_PreCommit_Python_Dataframes.yml) | ['3.8','3.9','3.10','3.11'] | `Run Python_Dataframes PreCommit (matrix_element)`| [![.github/workflows/job_PreCommit_Python_Dataframes.yml](https://github.com/apache/beam/actions/workflows/job_PreCommit_Python_Dataframes.yml/badge.svg?event=schedule)](https://github.com/apache/beam/actions/workflows/job_PreCommit_Python_Dataframes.yml) | +| [ Python PreCommit Examples ](https://github.com/apache/beam/actions/workflows/job_PreCommit_Python_Examples.yml) | ['3.8','3.9','3.10','3.11'] | `Run Python_Examples PreCommit (matrix_element)` | [![.github/workflows/job_PreCommit_Python_Examples.yml](https://github.com/apache/beam/actions/workflows/job_PreCommit_Python_Examples.yml/badge.svg?event=schedule)](https://github.com/apache/beam/actions/workflows/job_PreCommit_Python_Examples.yml) | +| [ Python PreCommit Runners ](https://github.com/apache/beam/actions/workflows/job_PreCommit_Python_Runners.yml) | ['3.8','3.9','3.10','3.11'] | `Run Python_Runners PreCommit (matrix_element)`| [![.github/workflows/job_PreCommit_Python_Runners.yml](https://github.com/apache/beam/actions/workflows/job_PreCommit_Python_Runners.yml/badge.svg?event=schedule)](https://github.com/apache/beam/actions/workflows/job_PreCommit_Python_Runners.yml) | +| [ Python PreCommit Lint ](https://github.com/apache/beam/actions/workflows/job_PreCommit_PythonLint.yml) | N/A | `Run PythonLint PreCommit` | [![.github/workflows/job_PreCommit_PythonLint.yml](https://github.com/apache/beam/actions/workflows/job_PreCommit_PythonLint.yml/badge.svg?event=schedule)](https://github.com/apache/beam/actions/workflows/job_PreCommit_PythonLint.yml) | +| [ Python PreCommit Transforms ](https://github.com/apache/beam/actions/workflows/job_PreCommit_Python_Transforms.yml) | ['3.8','3.9','3.10','3.11'] | `Run Python_Transforms PreCommit (matrix_element)`| [![.github/workflows/job_PreCommit_Python_Transforms.yml](https://github.com/apache/beam/actions/workflows/job_PreCommit_Python_Transforms.yml/badge.svg?event=schedule)](https://github.com/apache/beam/actions/workflows/job_PreCommit_Python_Transforms.yml) | +| [ Python PreCommit ](https://github.com/apache/beam/actions/workflows/job_PreCommit_Python.yml) | ['3.8','3.9','3.10','3.11'] | `Run Python PreCommit (matrix_element)` | [![.github/workflows/job_PreCommit_Python.yml](https://github.com/apache/beam/actions/workflows/job_PreCommit_Python.yml/badge.svg?event=schedule)](https://github.com/apache/beam/actions/workflows/job_PreCommit_Python.yml) | +| [ PreCommit Python Integration](https://github.com/apache/beam/actions/workflows/beam_PreCommit_Python_Integration.yml) | ['3.8','3.11'] | `Run Python_Integration PreCommit (matrix_element)` | [![.github/workflows/beam_PreCommit_Python_Integration.yml](https://github.com/apache/beam/actions/workflows/beam_PreCommit_Python_Integration.yml/badge.svg?event=schedule)](https://github.com/apache/beam/actions/workflows/beam_PreCommit_Python_Integration.yml) | +| [ RAT PreCommit ](https://github.com/apache/beam/actions/workflows/beam_PreCommit_RAT.yml) | N/A | `Run RAT PreCommit` | [![.github/workflows/beam_PreCommit_RAT.yml](https://github.com/apache/beam/actions/workflows/beam_PreCommit_RAT.yml/badge.svg?event=schedule)](https://github.com/apache/beam/actions/workflows/beam_PreCommit_RAT.yml) | + +test \ No newline at end of file diff --git a/.github/workflows/beam_PreCommit_CommunityMetrics.yml b/.github/workflows/beam_PreCommit_CommunityMetrics.yml new file mode 100644 index 0000000000000..31d145a09163d --- /dev/null +++ b/.github/workflows/beam_PreCommit_CommunityMetrics.yml @@ -0,0 +1,92 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# http://www.apache.org/licenses/LICENSE-2.0 +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +name: PreCommit Community Metrics + +on: + push: + tags: ['v*'] + branches: ['master', 'release-*'] + paths: ['.test-infra/metrics/**', '.github/workflows/beam_PreCommit_CommunityMetrics.yml'] + pull_request_target: + branches: ['master', 'release-*'] + paths: ['.test-infra/metrics/**'] + issue_comment: + types: [created] + schedule: + - cron: '* */6 * * *' + +#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event +permissions: + actions: write + pull-requests: read + checks: read + contents: read + deployments: read + id-token: none + issues: read + discussions: read + packages: read + pages: read + repository-projects: read + security-events: read + statuses: read + +jobs: + beam_PreCommit_CommunityMetrics: + name: beam_PreCommit_CommunityMetrics + runs-on: [self-hosted, ubuntu-20.04, main] + if: | + github.event_name == 'push' || + github.event_name == 'pull_request_target' || + github.event_name == 'schedule' || + github.event.comment.body == 'Run CommunityMetrics PreCommit' + steps: + - uses: actions/checkout@v3 + - name: Install Java + uses: actions/setup-java@v3.8.0 + with: + distribution: 'zulu' + java-version: '8' + - name: Setup Gradle + uses: gradle/gradle-build-action@v2 + with: + cache-read-only: false + - name: Rerun on comment + if: github.event.comment.body == 'Run CommunityMetrics PreCommit' + uses: ./.github/actions/rerun-job-action + with: + pull_request_url: ${{ github.event.issue.pull_request.url }} + github_repository: ${{ github.repository }} + github_token: ${{ secrets.GITHUB_TOKEN }} + github_job: ${{ github.job }} + github_current_run_id: ${{ github.run_id }} + - name: Set up Docker Buildx + uses: docker/setup-buildx-action@v2 + - name: Remove default github maven configuration + run: rm ~/.m2/settings.xml + - name: Install docker compose + run: | + sudo curl -L https://github.com/docker/compose/releases/download/1.22.0/docker-compose-$(uname -s)-$(uname -m) -o /usr/local/bin/docker-compose + sudo chmod +x /usr/local/bin/docker-compose + - name: Authenticate on GCP + uses: google-github-actions/setup-gcloud@v0 + with: + service_account_email: ${{ secrets.GCP_SA_EMAIL }} + service_account_key: ${{ secrets.GCP_SA_KEY }} + project_id: ${{ secrets.GCP_PROJECT_ID }} + - name: Install gcloud Kubectl + run: gcloud components install kubectl + - name: run Community Metrics PreCommit script + run: ./gradlew :communityMetricsPreCommit -PKUBE_CONFIG_PATH='$HOME/.kube/config' \ No newline at end of file diff --git a/.github/workflows/beam_PreCommit_Go.yml b/.github/workflows/beam_PreCommit_Go.yml index 77dbb393ecb6e..0edae9c5696a8 100644 --- a/.github/workflows/beam_PreCommit_Go.yml +++ b/.github/workflows/beam_PreCommit_Go.yml @@ -1,29 +1,72 @@ -name: beam_PreCommit_Go +name: Go PreCommit on: - pull_request: - branches: ['master'] + push: + tags: ['v*'] + branches: ['master', 'release-*'] + paths: ['model/**', 'sdks/go.**', 'release/**', '.github/workflows/beam_PreCommit_Go.yml'] + pull_request_target: + branches: ['master', 'release-*' ] paths: ['model/**', 'sdks/go.**', 'release/**'] + issue_comment: + types: [created] + schedule: + - cron: '* */6 * * *' +#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event +permissions: + actions: write + pull-requests: read + checks: read + contents: read + deployments: read + id-token: none + issues: read + discussions: read + packages: read + pages: read + repository-projects: read + security-events: read + statuses: read + +# This allows a subsequently queued workflow run to interrupt previous runs +concurrency: + group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' + cancel-in-progress: true jobs: beam_PreCommit_Go: - runs-on: [self-hosted, ubuntu-20.04] - name: beam_PreCommit_Go - steps: - - name: Git checkout - uses: actions/checkout@v3 - - name: Install Java - uses: actions/setup-java@v3.8.0 - with: - distribution: 'zulu' - java-version: '8' - - name: Install Go - uses: actions/setup-go@v3 - with: - go-version: '1.20' - - name: Setup Gradle - uses: gradle/gradle-build-action@v2 - with: - cache-read-only: false - - name: run goPreCommit script - run: ./gradlew :goPreCommit \ No newline at end of file + if: | + github.event_name == 'push' || + github.event_name == 'pull_request_target' || + github.event_name == 'schedule' || + github.event.comment.body == 'Run Go PreCommit' + runs-on: [self-hosted, ubuntu-20.04, main] + name: beam_PreCommit_Go + steps: + - uses: actions/checkout@v3 + with: + ref: ${{ github.event.pull_request.head.sha }} + - name: Rerun on comment + if: github.event.comment.body == 'Run Go PreCommit' + uses: ./.github/actions/rerun-job-action + with: + pull_request_url: ${{ github.event.issue.pull_request.url }} + github_repository: ${{ github.repository }} + github_token: ${{ secrets.GITHUB_TOKEN }} + github_job: ${{ github.job }} + github_current_run_id: ${{ github.run_id }} + - name: Install Java + uses: actions/setup-java@v3.8.0 + with: + distribution: 'zulu' + java-version: '8' + - name: Install Go + uses: actions/setup-go@v4 + with: + go-version: '1.20' + - name: Setup Gradle + uses: gradle/gradle-build-action@v2 + with: + cache-read-only: false + - name: run goPreCommit script + run: ./gradlew :goPreCommit diff --git a/.github/workflows/beam_PreCommit_Java_Examples_Dataflow.yml b/.github/workflows/beam_PreCommit_Java_Examples_Dataflow.yml new file mode 100644 index 0000000000000..af3b3106cc15b --- /dev/null +++ b/.github/workflows/beam_PreCommit_Java_Examples_Dataflow.yml @@ -0,0 +1,114 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +name: PreCommit Java Examples Dataflow + +on: + push: + tags: ['v*'] + branches: ['master', 'release-*'] + paths: + - 'model/**' + - 'sdks/java/**' + - 'runners/google-cloud-dataflow-java/**' + - 'examples/java/**' + - 'examples/kotlin/**' + - 'release/**' + - '.github/workflows/beam_PreCommit_Java_Examples_Dataflow.yml' + pull_request_target: + branches: ['master', 'release-*'] + paths: + - 'model/**' + - 'sdks/java/**' + - 'runners/google-cloud-dataflow-java/**' + - 'examples/java/**' + - 'examples/kotlin/**' + - 'release/**' + issue_comment: + types: [created] + schedule: + - cron: '* */6 * * *' + +# This allows a subsequently queued workflow run to interrupt previous runs +concurrency: + group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' + cancel-in-progress: true + +#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event +permissions: + actions: write + pull-requests: read + checks: read + contents: read + deployments: read + id-token: none + issues: read + discussions: read + packages: read + pages: read + repository-projects: read + security-events: read + statuses: read +jobs: + beam_PreCommit_Java_Examples_Dataflow: + name: beam_PreCommit_Java_Examples_Dataflow + runs-on: [self-hosted, ubuntu-20.04, main] + if: | + github.event_name == 'push' || + github.event_name == 'pull_request_target' || + github.event_name == 'schedule' || + github.event.comment.body == 'Run Java_Examples_Dataflow PreCommit' + steps: + - name: Check out repository code + uses: actions/checkout@v3 + with: + ref: ${{ github.event.pull_request.head.sha }} + - name: Rerun on comment + if: github.event.comment.body == 'Run Java_Examples_Dataflow PreCommit' + uses: ./.github/actions/rerun-job-action + with: + pull_request_url: ${{ github.event.issue.pull_request.url }} + github_repository: ${{ github.repository }} + github_token: ${{ secrets.GITHUB_TOKEN }} + github_job: ${{ github.job }} + github_current_run_id: ${{ github.run_id }} + - name: Setup self-hosted + uses: ./.github/actions/setup-self-hosted-action + with: + requires-py-38: false + requires-py-39: false + requires-go: false + - name: Setup Gradle + uses: gradle/gradle-build-action@v2 + with: + cache-read-only: false + - name: Authenticate on GCP + uses: google-github-actions/setup-gcloud@v0 + with: + service_account_email: ${{ secrets.GCP_SA_EMAIL }} + service_account_key: ${{ secrets.GCP_SA_KEY }} + project_id: ${{ secrets.GCP_PROJECT_ID }} + export_default_credentials: true + - name: run javaExamplesDataflowPrecommit script + run: ./gradlew :javaExamplesDataflowPrecommit + -PdisableSpotlessCheck=true + -PdisableCheckStyle=true + - name: Upload test report + uses: actions/upload-artifact@v3 + with: + name: java-code-coverage-report + path: "**/build/test-results/**/*.xml" \ No newline at end of file diff --git a/.github/workflows/beam_PreCommit_Java_Examples_Dataflow_Java11.yml b/.github/workflows/beam_PreCommit_Java_Examples_Dataflow_Java11.yml new file mode 100644 index 0000000000000..8500bff387e68 --- /dev/null +++ b/.github/workflows/beam_PreCommit_Java_Examples_Dataflow_Java11.yml @@ -0,0 +1,116 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +name: PreCommit Java Examples Dataflow Java11 + +on: + push: + tags: ['v*'] + branches: ['master', 'release-*'] + paths: + - 'model/**' + - 'sdks/java/**' + - 'runners/google-cloud-dataflow-java/**' + - 'examples/java/**' + - 'examples/kotlin/**' + - 'release/**' + - '.github/workflows/beam_PreCommit_Java_Examples_Dataflow_Java11.yml' + pull_request_target: + branches: ['master', 'release-*'] + paths: + - 'model/**' + - 'sdks/java/**' + - 'runners/google-cloud-dataflow-java/**' + - 'examples/java/**' + - 'examples/kotlin/**' + - 'release/**' + issue_comment: + types: [created] + schedule: + - cron: '* */6 * * *' + +#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event +permissions: + actions: write + pull-requests: read + checks: read + contents: read + deployments: read + id-token: none + issues: read + discussions: read + packages: read + pages: read + repository-projects: read + security-events: read + statuses: read + +# This allows a subsequently queued workflow run to interrupt previous runs +concurrency: + group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' + cancel-in-progress: true + +jobs: + beam_PreCommit_Java_Examples_Dataflow_Java11: + name: beam_PreCommit_Java_Examples_Dataflow_Java11 + runs-on: [self-hosted, ubuntu-20.04, main] + if: | + github.event_name == 'push' || + github.event_name == 'pull_request_target' || + github.event_name == 'schedule' || + github.event.comment.body == 'Run Java_Examples_Dataflow_Java11 PreCommit' + steps: + - name: Check out repository code + uses: actions/checkout@v3 + with: + ref: ${{ github.event.pull_request.head.sha }} + - name: Rerun on comment + if: github.event.comment.body == 'Run Java_Examples_Dataflow_Java11 PreCommit' + uses: ./.github/actions/rerun-job-action + with: + pull_request_url: ${{ github.event.issue.pull_request.url }} + github_repository: ${{ github.repository }} + github_token: ${{ secrets.GITHUB_TOKEN }} + github_job: ${{ github.job }} + github_current_run_id: ${{ github.run_id }} + - name: Authenticate on GCP + uses: google-github-actions/setup-gcloud@v0 + with: + service_account_email: ${{ secrets.GCP_SA_EMAIL }} + service_account_key: ${{ secrets.GCP_SA_KEY }} + project_id: ${{ secrets.GCP_PROJECT_ID }} + export_default_credentials: true + - name: Set up Java + uses: actions/setup-java@v3.8.0 + with: + distribution: 'temurin' + java-version: '11' + - name: run javaExamplesDataflowPrecommit script + uses: ./.github/actions/gradle-command-self-hosted-action + with: + gradle-command: :javaExamplesDataflowPrecommit + arguments: | + -PdisableSpotlessCheck=true \ + -PdisableCheckStyle=true \ + -PskipCheckerFramework \ + -PcompileAndRunTestsWithJava11 \ + -Pjava11Home=$JAVA_HOME_11_X64 \ + - name: Upload test report + uses: actions/upload-artifact@v3 + with: + name: java-code-coverage-report + path: "**/build/test-results/**/*.xml" \ No newline at end of file diff --git a/.github/workflows/beam_PreCommit_Java_Examples_Dataflow_Java17.yml b/.github/workflows/beam_PreCommit_Java_Examples_Dataflow_Java17.yml new file mode 100644 index 0000000000000..e60785bcb31e8 --- /dev/null +++ b/.github/workflows/beam_PreCommit_Java_Examples_Dataflow_Java17.yml @@ -0,0 +1,116 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +name: PreCommit Java Examples Dataflow Java17 + +on: + push: + tags: ['v*'] + branches: ['master', 'release-*'] + paths: + - 'model/**' + - 'sdks/java/**' + - 'runners/google-cloud-dataflow-java/**' + - 'examples/java/**' + - 'examples/kotlin/**' + - 'release/**' + - '.github/workflows/beam_PreCommit_Java_Examples_Dataflow_Java17.yml' + pull_request_target: + branches: ['master', 'release-*'] + paths: + - 'model/**' + - 'sdks/java/**' + - 'runners/google-cloud-dataflow-java/**' + - 'examples/java/**' + - 'examples/kotlin/**' + - 'release/**' + issue_comment: + types: [created] + schedule: + - cron: '* */6 * * *' + +#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event +permissions: + actions: write + pull-requests: read + checks: read + contents: read + deployments: read + id-token: none + issues: read + discussions: read + packages: read + pages: read + repository-projects: read + security-events: read + statuses: read + +# This allows a subsequently queued workflow run to interrupt previous runs +concurrency: + group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' + cancel-in-progress: true + +jobs: + beam_PreCommit_Java_Examples_Dataflow_Java17: + name: beam_PreCommit_Java_Examples_Dataflow_Java17 + runs-on: [self-hosted, ubuntu-20.04, main] + if: | + github.event_name == 'push' || + github.event_name == 'pull_request_target' || + github.event_name == 'schedule' || + github.event.comment.body == 'Run Java_Examples_Dataflow_Java17 PreCommit' + steps: + - name: Check out repository code + uses: actions/checkout@v3 + with: + ref: ${{ github.event.pull_request.head.sha }} + - name: Rerun on comment + if: github.event.comment.body == 'Run Java_Examples_Dataflow_Java17 PreCommit' + uses: ./.github/actions/rerun-job-action + with: + pull_request_url: ${{ github.event.issue.pull_request.url }} + github_repository: ${{ github.repository }} + github_token: ${{ secrets.GITHUB_TOKEN }} + github_job: ${{ github.job }} + github_current_run_id: ${{ github.run_id }} + - name: Authenticate on GCP + uses: google-github-actions/setup-gcloud@v0 + with: + service_account_email: ${{ secrets.GCP_SA_EMAIL }} + service_account_key: ${{ secrets.GCP_SA_KEY }} + project_id: ${{ secrets.GCP_PROJECT_ID }} + export_default_credentials: true + - name: Set up Java + uses: actions/setup-java@v3.8.0 + with: + distribution: 'temurin' + java-version: '17' + - name: run javaExamplesDataflowPrecommit script + uses: ./.github/actions/gradle-command-self-hosted-action + with: + gradle-command: :javaExamplesDataflowPrecommit + arguments: | + -PdisableSpotlessCheck=true \ + -PdisableCheckStyle=true \ + -PskipCheckerFramework \ + -PcompileAndRunTestsWithJava17 \ + -Pjava17Home=$JAVA_HOME_17_X64 \ + - name: Upload test report + uses: actions/upload-artifact@v3 + with: + name: java-code-coverage-report + path: "**/build/test-results/**/*.xml" \ No newline at end of file diff --git a/.github/workflows/beam_PreCommit_Java_Spark3_Versions.yml b/.github/workflows/beam_PreCommit_Java_Spark3_Versions.yml new file mode 100644 index 0000000000000..0f21760394b3a --- /dev/null +++ b/.github/workflows/beam_PreCommit_Java_Spark3_Versions.yml @@ -0,0 +1,101 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +name: PreCommit Java Spark3 Versions + +on: + push: + tags: ['v*'] + branches: ['master', 'release-*'] + paths: + - 'runners/spark/**' + - '.github/workflows/beam_PreCommit_Java_Spark3_Versions.yml' + pull_request_target: + branches: ['master', 'release-*'] + paths: + - 'runners/spark/**' + issue_comment: + types: [created] + schedule: + - cron: '* */6 * * *' + +#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event +permissions: + actions: write + pull-requests: read + checks: read + contents: read + deployments: read + id-token: none + issues: read + discussions: read + packages: read + pages: read + repository-projects: read + security-events: read + statuses: read + +# This allows a subsequently queued workflow run to interrupt previous runs +concurrency: + group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' + cancel-in-progress: true + +jobs: + beam_PreCommit_Java_Spark3_Versions: + name: beam_PreCommit_Java_Spark3_Versions + runs-on: [self-hosted, ubuntu-20.04, main] + if: | + github.event_name == 'push' || + github.event_name == 'pull_request_target' || + github.event_name == 'schedule' || + github.event.comment.body == 'Run Java_Spark3_Versions PreCommit' + steps: + - name: Check out repository code + uses: actions/checkout@v3 + with: + ref: ${{ github.event.pull_request.head.sha }} + - name: Rerun on comment + if: github.event.comment.body == 'Run Java_Spark3_Versions PreCommit' + uses: ./.github/actions/rerun-job-action + with: + pull_request_url: ${{ github.event.issue.pull_request.url }} + github_repository: ${{ github.repository }} + github_token: ${{ secrets.GITHUB_TOKEN }} + github_job: ${{ github.job }} + github_current_run_id: ${{ github.run_id }} + - name: Authenticate on GCP + uses: google-github-actions/setup-gcloud@v0 + with: + service_account_email: ${{ secrets.GCP_SA_EMAIL }} + service_account_key: ${{ secrets.GCP_SA_KEY }} + project_id: ${{ secrets.GCP_PROJECT_ID }} + export_default_credentials: true + - name: Install Java + uses: actions/setup-java@v3.8.0 + with: + distribution: 'zulu' + java-version: '8' + - name: run sparkVersionsTest script + uses: ./.github/actions/gradle-command-self-hosted-action + with: + gradle-command: :runners:spark:3:sparkVersionsTest + arguments: -PdisableSpotlessCheck=true + - name: Upload test report + uses: actions/upload-artifact@v3 + with: + name: java-code-coverage-report + path: "**/build/test-results/**/*.xml" \ No newline at end of file diff --git a/.github/workflows/beam_PreCommit_PythonDocs.yml b/.github/workflows/beam_PreCommit_PythonDocs.yml new file mode 100644 index 0000000000000..2d7036fd5a24d --- /dev/null +++ b/.github/workflows/beam_PreCommit_PythonDocs.yml @@ -0,0 +1,83 @@ +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +name: Python PreCommit Docs + +on: + pull_request_target: + branches: [ "master", "release-*" ] + paths: ["sdks/python/**"] + issue_comment: + types: [created] + push: + tags: ['v*'] + branches: ['master', 'release-*'] + paths: ["sdks/python/**",".github/workflows/beam_PreCommit_PythonDocs.yml"] + schedule: + - cron: '* */6 * * *' +#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event +permissions: + actions: write + pull-requests: read + checks: read + contents: read + deployments: read + id-token: none + issues: read + discussions: read + packages: read + pages: read + repository-projects: read + security-events: read + statuses: read + +jobs: + beam_PreCommit_PythonDocs: + name: beam_PreCommit_PythonDocs + if: | + github.event_name == 'push' || + github.event_name == 'pull_request_target' || + github.event.comment.body == 'Run PythonDocs PreCommit' || + github.event_name == 'schedule' + runs-on: [self-hosted, ubuntu-20.04, main] + steps: + - name: Check out repository code + uses: actions/checkout@v3 + with: + ref: ${{ github.event.pull_request.head.sha }} + - name: Rerun on comment + if: github.event.comment.body == 'Run PythonDocs PreCommit' + uses: ./.github/actions/rerun-job-action + with: + pull_request_url: ${{ github.event.issue.pull_request.url }} + github_repository: ${{ github.repository }} + github_token: ${{ secrets.GITHUB_TOKEN }} + github_job: ${{ github.job }} + github_current_run_id: ${{ github.run_id }} + - name: Install Java + uses: actions/setup-java@v3.8.0 + with: + distribution: 'zulu' + java-version: '8' + - name: Install Python + uses: actions/setup-python@v4 + with: + python-version: '3.8' + - name: Setup Gradle + uses: gradle/gradle-build-action@v2 + with: + cache-read-only: false + - name: run PythonDocsPrecommit script + run: ./gradlew :pythonDocsPreCommit diff --git a/.github/workflows/beam_PreCommit_Python_Integration.yml b/.github/workflows/beam_PreCommit_Python_Integration.yml new file mode 100644 index 0000000000000..4316192349b49 --- /dev/null +++ b/.github/workflows/beam_PreCommit_Python_Integration.yml @@ -0,0 +1,108 @@ +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +name: PreCommit Python Integration + +on: + pull_request_target: + branches: [ "master", "release-*" ] + paths: ["model/**", "sdks/python/**", "release/**"] + issue_comment: + types: [created] + push: + tags: ['v*'] + branches: ['master', 'release-*'] + paths: ["model/**", "sdks/python/**", "release/**", ".github/workflows/beam_PreCommit_Python_Integration.yml"] + schedule: + - cron: '* */6 * * *' + +#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event +permissions: + actions: write + pull-requests: read + checks: read + contents: read + deployments: read + id-token: none + issues: read + discussions: read + packages: read + pages: read + repository-projects: read + security-events: read + statuses: read + +# This allows a subsequently queued workflow run to interrupt previous runs +concurrency: + group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' + cancel-in-progress: true + +jobs: + beam_PreCommit_Python_Integration: + name: beam_PreCommit_Python_Integration + strategy: + fail-fast: false + matrix: + python_version: ['3.8', '3.11'] + if: | + github.event_name == 'push' || + github.event_name == 'pull_request_target' || + startsWith(github.event.comment.body, 'Run Python_Integration PreCommit') || + github.event_name == 'schedule' + runs-on: [self-hosted, ubuntu-20.04, main] + steps: + - name: Check out repository code + uses: actions/checkout@v3 + with: + ref: ${{ github.event.pull_request.head.sha }} + - name: Set comment body with matrix + id: set_comment_body + run: | + echo "comment_body=Run Python_Integration PreCommit (${{ matrix.python_version }})" >> $GITHUB_OUTPUT + - name: Rerun on comment + if: github.event.comment.body == steps.set_comment_body.outputs.comment_body + uses: ./.github/actions/rerun-job-action + with: + pull_request_url: ${{ github.event.issue.pull_request.url }} + github_repository: ${{ github.repository }} + github_token: ${{ secrets.GITHUB_TOKEN }} + github_job: "${{ github.job }} (${{ matrix.python_version }})" + github_current_run_id: ${{ github.run_id }} + - name: Install Python + uses: actions/setup-python@v4 + with: + python-version: ${{ matrix.python_version }} + - name: Install Java + uses: actions/setup-java@v3.8.0 + with: + distribution: 'zulu' + java-version: '8' + - name: Setup Gradle + uses: gradle/gradle-build-action@v2 + with: + cache-read-only: false + - name: run Python Integration PreCommit batch script + run: | + PY_VER=${{ matrix.python_version }} + ./gradlew :sdks:python:test-suites:dataflow:py${PY_VER//.}:preCommitIT_batch -PuseWheelDistribution -PpythonVersion=${PY_VER} + - name: run Python Integration PreCommit streaming script + run: | + PY_VER=${{ matrix.python_version }} + ./gradlew :sdks:python:test-suites:dataflow:py${PY_VER//.}:preCommitIT_streaming -PuseWheelDistribution -PpythonVersion=${PY_VER} + - name: Archive code coverage results + uses: actions/upload-artifact@v3 + with: + name: python-code-coverage-report + path: "**/pytest*.xml" diff --git a/.github/workflows/beam_PreCommit_RAT.yml b/.github/workflows/beam_PreCommit_RAT.yml new file mode 100644 index 0000000000000..d513c01ceb037 --- /dev/null +++ b/.github/workflows/beam_PreCommit_RAT.yml @@ -0,0 +1,77 @@ +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +name: Beam PreCommit RAT + +on: + push: + tags: ['v*'] + branches: ['master', 'release-*'] + pull_request_target: + branches: ['master', 'release-*'] + issue_comment: + types: [created] + schedule: + - cron: '* */6 * * *' +#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event +permissions: + actions: write + pull-requests: read + checks: read + contents: read + deployments: read + id-token: none + issues: read + discussions: read + packages: read + pages: read + repository-projects: read + security-events: read + statuses: read + +jobs: + beam_PreCommit_RAT: + if: | + github.event_name == 'push' || + github.event_name == 'pull_request_target' || + github.event.comment.body == 'Run RAT PreCommit' || + github.event_name == 'schedule' + runs-on: [self-hosted, ubuntu-20.04] + name: beam_PreCommit_RAT + steps: + - name: Check out repository code + uses: actions/checkout@v3 + with: + ref: ${{ github.event.pull_request.head.sha }} + - name: Rerun on comment + if: github.event.comment.body == 'Run RAT PreCommit' + uses: ./.github/actions/rerun-job-action + with: + pull_request_url: ${{ github.event.issue.pull_request.url }} + github_repository: ${{ github.repository }} + github_token: ${{ secrets.GITHUB_TOKEN }} + github_job: ${{ github.job }} + github_current_run_id: ${{ github.run_id }} + - name: Install Java + uses: actions/setup-java@v3.8.0 + with: + distribution: 'zulu' + java-version: '8' + - name: Setup Gradle + uses: gradle/gradle-build-action@v2 + with: + cache-read-only: false + - name: run RAT script + run: ./gradlew :rat \ No newline at end of file diff --git a/.github/workflows/beam_PreCommit_Typescript.yml b/.github/workflows/beam_PreCommit_Typescript.yml new file mode 100644 index 0000000000000..45e41c55295ac --- /dev/null +++ b/.github/workflows/beam_PreCommit_Typescript.yml @@ -0,0 +1,86 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + +name: PreCommit Typescript + +on: + push: + tags: ['v*'] + branches: ['master', 'release-*'] + paths: ['sdks/python/apache_beam/runners/interactive/extensions/**', '.github/workflows/beam_PreCommit_Typescript.yml'] + pull_request_target: + branches: ['master', 'release-*'] + paths: ['sdks/python/apache_beam/runners/interactive/extensions/**'] + issue_comment: + types: [created] + schedule: + - cron: '* */6 * * *' + + # This allows a subsequently queued workflow run to interrupt previous runs +concurrency: + group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' + cancel-in-progress: true + +#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event +permissions: + actions: write + pull-requests: read + checks: read + contents: read + deployments: read + id-token: none + issues: read + discussions: read + packages: read + pages: read + repository-projects: read + security-events: read + statuses: read +jobs: + beam_PreCommit_Typescript: + name: beam_PreCommit_Typescript + runs-on: [self-hosted, ubuntu-20.04, main] + if: | + github.event_name == 'push' || + github.event_name == 'pull_request_target' || + github.event_name == 'schedule' || + github.event.comment.body == 'Run Typescript PreCommit' + steps: + - name: Check out repository code + uses: actions/checkout@v3 + with: + ref: ${{ github.event.pull_request.head.sha }} + - name: Rerun on comment + if: github.event.comment.body == 'Run Typescript PreCommit' + uses: ./.github/actions/rerun-job-action + with: + pull_request_url: ${{ github.event.issue.pull_request.url }} + github_repository: ${{ github.repository }} + github_token: ${{ secrets.GITHUB_TOKEN }} + github_job: ${{ github.job }} + github_current_run_id: ${{ github.run_id }} + - name: Setup self-hosted + uses: ./.github/actions/setup-self-hosted-action + with: + requires-py-39: false + requires-go: false + - name: Setup Gradle + uses: gradle/gradle-build-action@v2 + with: + cache-read-only: false + - name: run typescriptPreCommit script + run: ./gradlew :typescriptPreCommit diff --git a/.github/workflows/beam_PreCommit_Website.yml b/.github/workflows/beam_PreCommit_Website.yml new file mode 100644 index 0000000000000..88441fcb1b4de --- /dev/null +++ b/.github/workflows/beam_PreCommit_Website.yml @@ -0,0 +1,83 @@ +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +name: Website PreCommit + +on: + push: + tags: ['v*'] + branches: ['master', 'release-*'] + paths: ['website/**','.github/workflows/beam_PreCommit_Website.yml'] + pull_request_target: + branches: ['master', 'release-*'] + paths: ['website/**'] + issue_comment: + types: [created] + schedule: + - cron: '* */6 * * *' +#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event +permissions: + actions: write + pull-requests: read + checks: read + contents: read + deployments: read + id-token: none + issues: read + discussions: read + packages: read + pages: read + repository-projects: read + security-events: read + statuses: read + +# This allows a subsequently queued workflow run to interrupt previous runs +concurrency: + group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' + cancel-in-progress: true + +jobs: + beam_PreCommit_Website: + if: | + github.event_name == 'push' || + github.event_name == 'pull_request_target' || + github.event.comment.body == 'Run Website PreCommit' || + github.event_name == 'schedule' + runs-on: [self-hosted, ubuntu-20.04, small] + name: beam_PreCommit_Website + steps: + - uses: actions/checkout@v3 + with: + ref: ${{ github.event.pull_request.head.sha }} + - name: Rerun on comment + if: github.event.comment.body == 'Run Python_Coverage PreCommit' + uses: ./.github/actions/rerun-job-action + with: + pull_request_url: ${{ github.event.issue.pull_request.url }} + github_repository: ${{ github.repository }} + github_token: ${{ secrets.GITHUB_TOKEN }} + github_job: ${{ github.job }} + github_current_run_id: ${{ github.run_id }} + - name: Install Java + uses: actions/setup-java@v3.8.0 + with: + distribution: 'zulu' + java-version: '8' + - name: Setup Gradle + uses: gradle/gradle-build-action@v2 + with: + cache-read-only: false + - name: run websitePreCommit script + run: ./gradlew :websitePreCommit \ No newline at end of file diff --git a/.github/workflows/beam_PreCommit_Whitespace.yml b/.github/workflows/beam_PreCommit_Whitespace.yml new file mode 100644 index 0000000000000..1d85fd64cf3b7 --- /dev/null +++ b/.github/workflows/beam_PreCommit_Whitespace.yml @@ -0,0 +1,85 @@ +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +name: Whitespace PreCommit + +on: + push: + tags: ['v*'] + branches: ['master', 'release-*'] + paths: ['*.md', '*.build.gradle','.github/workflows/beam_PreCommit_Whitespace.yml'] + pull_request_target: + branches: ['master', 'release-*'] + paths: ['*.md', '*.build.gradle'] + issue_comment: + types: [created] + schedule: + - cron: '* */6 * * *' +permissions: + actions: write + pull-requests: read + checks: read + contents: read + deployments: read + id-token: none + issues: read + discussions: read + packages: read + pages: read + repository-projects: read + security-events: read + statuses: read + +# This allows a subsequently queued workflow run to interrupt previous runs +concurrency: + group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' + cancel-in-progress: true + +jobs: + beam_PreCommit_Whitespace: + if: | + github.event_name == 'push' || + github.event_name == 'pull_request_target' || + github.event_name == 'schedule' || + github.event.comment.body == 'Run Whitespace PreCommit' + runs-on: [self-hosted, ubuntu-20.04, main] + name: beam_PreCommit_Whitespace + steps: + - name: Git checkout + uses: actions/checkout@v3 + - name: Rerun on comment + if: github.event.comment.body == 'Run Whitespace PreCommit' + uses: ./.github/actions/rerun-job-action + with: + pull_request_url: ${{ github.event.issue.pull_request.url }} + github_repository: ${{ github.repository }} + github_token: ${{ secrets.GITHUB_TOKEN }} + github_job: ${{ github.job }} + github_current_run_id: ${{ github.run_id }} + - name: Install Java + uses: actions/setup-java@v3.8.0 + with: + distribution: 'zulu' + java-version: '8' + - name: Install Python + uses: actions/setup-python@v4 + with: + python-version: '3.8' + - name: Setup Gradle + uses: gradle/gradle-build-action@v2 + with: + cache-read-only: false + - name: run whitespacePreCommit script + run: ./gradlew :whitespacePreCommit \ No newline at end of file diff --git a/.github/workflows/build_playground_backend.yml b/.github/workflows/build_playground_backend.yml deleted file mode 100644 index 137fe3cf6aba7..0000000000000 --- a/.github/workflows/build_playground_backend.yml +++ /dev/null @@ -1,98 +0,0 @@ -# Licensed to the Apache Software Foundation (ASF) under one or more -# contributor license agreements. See the NOTICE file distributed with -# this work for additional information regarding copyright ownership. -# The ASF licenses this file to You under the Apache License, Version 2.0 -# (the "License"); you may not use this file except in compliance with -# the License. You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -name: Build And Deploy Playground Backend Application - -on: - push: - tags: ['v*'] - branches: ['master', 'release-*'] - pull_request: - paths: ['playground/backend/**'] - branches: ['playground-staging'] - workflow_dispatch: -# This allows a subsequently queued workflow run to interrupt previous runs -concurrency: - group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' - cancel-in-progress: true - -jobs: - build_playground_backend_docker_image: - name: Build Playground Backend App - runs-on: [self-hosted, ubuntu-20.04] - env: - GO_VERSION: 1.19.3 - BEAM_VERSION: 2.40.0 - TERRAFORM_VERSION: 1.0.9 - STAND_SUFFIX: '' - DATASTORE_EMULATOR_HOST: 127.0.0.1:8888 - steps: - - name: Check out the repo - uses: actions/checkout@v3 - - name: Set up Java - uses: actions/setup-java@v3.8.0 - with: - distribution: 'zulu' - java-version: '8' - - uses: actions/setup-go@v3 - with: - go-version: '${{ env.GO_VERSION }}' - - name: Install dependencies - run: sudo apt update && sudo apt install libsnmp-dev -y - - name: Remove default github maven configuration - # This step is a workaround to avoid a decryption issue - run: rm ~/.m2/settings.xml - - name: Install sbt for running SCIO tests - run: | - echo "deb https://repo.scala-sbt.org/scalasbt/debian all main" | sudo tee /etc/apt/sources.list.d/sbt.list &&\ - echo "deb https://repo.scala-sbt.org/scalasbt/debian /" | sudo tee /etc/apt/sources.list.d/sbt_old.list &&\ - curl -sL "https://keyserver.ubuntu.com/pks/lookup?op=get&search=0x2EE0EA64E40A89B84B2DF73499E82A75642AC823" | sudo apt-key add - sudo apt-get update && sudo apt-get install -y sbt - - name: Set up Cloud SDK and its components - uses: google-github-actions/setup-gcloud@v0 - with: - install_components: 'beta,cloud-datastore-emulator' - version: '389.0.0' - - - name: Run PreCommit - run: ./gradlew playground:backend:precommit - - uses: hashicorp/setup-terraform@v1 - with: - terraform_version: ${{ env.TERRAFORM_VERSION }} - if: startsWith(github.ref, 'refs/tags/') - - name: Set Docker Tag - run: echo "DOCKERTAG=${GITHUB_SHA}" >> $GITHUB_ENV - - name: Set Docker Tag If Github Tag was trigger - run: echo "DOCKERTAG=${GITHUB_REF#refs/*/}" >> $GITHUB_ENV - if: startsWith(github.ref, 'refs/tags/') - - name: Setup GCP account - run: | - echo "${{ secrets.GCP_PLAYGROUND_SA_KEY }}" | base64 -d > /tmp/gcp_access.json - if: startsWith(github.ref, 'refs/tags/') - - name: Login to Docker Registry - run: cat /tmp/gcp_access.json | docker login -u _json_key --password-stdin https://${{ secrets.PLAYGROUND_REGISTRY_NAME }} - if: startsWith(github.ref, 'refs/tags/') - - name: Deploy Backend Applications - env: - GOOGLE_APPLICATION_CREDENTIALS: /tmp/gcp_access.json - run: ./gradlew playground:terraform:deployBackend -Pdocker-tag=${{env.DOCKERTAG}} -Pproject_id=${{ secrets.GCP_PLAYGROUND_PROJECT_ID }} -Pproject_environment='beta' -Pdocker-repository-root='${{ secrets.PLAYGROUND_REGISTRY_NAME}}/${{ secrets.GCP_PLAYGROUND_PROJECT_ID }}/playground-repository' - if: startsWith(github.ref, 'refs/tags/') - - name: DB Index creation - run: | - gcloud auth activate-service-account --project=${{ secrets.GCP_PLAYGROUND_PROJECT_ID }} --key-file=/tmp/gcp_access.json - gcloud app deploy playground/index.yaml --project=${{ secrets.GCP_PLAYGROUND_PROJECT_ID }} - if: startsWith(github.ref, 'refs/tags/') - env: - GOOGLE_APPLICATION_CREDENTIALS: /tmp/gcp_access.json \ No newline at end of file diff --git a/.github/workflows/build_playground_frontend.yml b/.github/workflows/build_playground_frontend.yml deleted file mode 100644 index 27f998ae224b7..0000000000000 --- a/.github/workflows/build_playground_frontend.yml +++ /dev/null @@ -1,92 +0,0 @@ -# Licensed to the Apache Software Foundation (ASF) under one or more -# contributor license agreements. See the NOTICE file distributed with -# this work for additional information regarding copyright ownership. -# The ASF licenses this file to You under the Apache License, Version 2.0 -# (the "License"); you may not use this file except in compliance with -# the License. You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -name: Build And Deploy Playground Frontend Application - -on: - push: - tags: ['v*'] - branches: ['master', 'release-*'] - pull_request: - paths: ['playground/backend/**'] - branches: ['playground-staging'] - workflow_dispatch: - -# This allows a subsequently queued workflow run to interrupt previous runs -concurrency: - group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' - cancel-in-progress: true - -jobs: - build_playground_frontend_docker_image: - name: Build Playground Frontend App - runs-on: [self-hosted, ubuntu-20.04] - env: - GO_VERSION: 1.19.6 - BEAM_VERSION: 2.40.0 - TERRAFORM_VERSION: 1.0.9 - FLUTTER_VERSION: 3.10.2 - STAND_SUFFIX: '' - GOOGLE_DOMAIN: '-dot-apache-beam-testing.appspot.com' - steps: - - name: Check out the repo - uses: actions/checkout@v3 - - name: Set up Java - uses: actions/setup-java@v3.8.0 - with: - distribution: 'zulu' - java-version: '8' - - name: Install Flutter - run: | - wget https://storage.googleapis.com/flutter_infra_release/releases/stable/linux/flutter_linux_$FLUTTER_VERSION-stable.tar.xz &&\ - tar -xf flutter_linux_$FLUTTER_VERSION-stable.tar.xz &&\ - sudo mv flutter /opt/ &&\ - sudo ln -s /opt/flutter/bin/flutter /usr/local/bin/flutter &&\ - sudo ln -s /opt/flutter/bin/dart /usr/local/bin/dart &&\ - sudo dart pub global activate protoc_plugin &&\ - sudo ln -s /root/.pub-cache/bin/protoc-gen-dart /usr/local/bin/ - - name: Remove default github maven configuration - # This step is a workaround to avoid a decryption issue - run: sudo rm ~/.m2/settings.xml - - name: install npm - uses: actions/setup-node@v3 - with: - node-version: '14' - - name: install docker linter - run: npm install -g dockerlint - - name: lint dockerfile - run: dockerlint Dockerfile - working-directory: playground/frontend - - uses: hashicorp/setup-terraform@v1 - with: - terraform_version: ${{ env.TERRAFORM_VERSION }} - if: startsWith(github.ref, 'ref/tags/') - - name: Set Docker Tag - run: echo "DOCKERTAG=${GITHUB_SHA}" >> $GITHUB_ENV - - name: Set Docker Tag If Github Tag was trigger - run: echo "DOCKERTAG=${GITHUB_REF#refs/*/}" >> $GITHUB_ENV - if: startsWith(github.ref, 'refs/tags/') - - name: Setup GCP account - run: | - echo "${{ secrets.GCP_PLAYGROUND_SA_KEY }}" | base64 -d > /tmp/gcp_access.json - if: startsWith(github.ref, 'ref/tags/') - - name: Login to Docker Registry - run: cat /tmp/gcp_access.json | docker login -u _json_key --password-stdin https://${{ secrets.PLAYGROUND_REGISTRY_NAME }} - if: startsWith(github.ref, 'ref/tags/') - - name: Deploy Frontend Application - env: - GOOGLE_APPLICATION_CREDENTIALS: /tmp/gcp_access.json - run: ./gradlew playground:terraform:deployFrontend -Pdocker-tag=${{env.DOCKERTAG}} -Pproject_id=${{ secrets.GCP_PLAYGROUND_PROJECT_ID }} -Pproject_environment='beta' - if: startsWith(github.ref, 'refs/tags/') \ No newline at end of file diff --git a/.github/workflows/build_release_candidate.yml b/.github/workflows/build_release_candidate.yml index 5a05c1a098cb8..462b3e2bdaded 100644 --- a/.github/workflows/build_release_candidate.yml +++ b/.github/workflows/build_release_candidate.yml @@ -27,6 +27,10 @@ on: description: Whether to stage the java source into https://dist.apache.org/repos/dist/dev/beam/ required: true default: 'no' + STAGE_DOCKER_ARTIFACTS: + description: Whether to stage SDK docker images to docker hub Apache organization + required: true + default: 'no' jobs: publish_java_artifacts: @@ -105,7 +109,7 @@ jobs: RC_ZIP="${RC_DIR}.zip" RELEASE_DIR="beam-${{ github.event.inputs.RELEASE }}" RC_TAG="v${{ github.event.inputs.RELEASE }}-RC${{ github.event.inputs.RC }}" - SOURCE_RELEASE_ZIP="apache-beam-${RELEASE}-source-release.zip" + SOURCE_RELEASE_ZIP="apache-beam-${{ github.event.inputs.RELEASE }}-source-release.zip" # Check whether there is an existing dist dir if (svn ls "${SOURCE_RELEASE_ZIP}"); then echo "Removing existing ${SOURCE_RELEASE_ZIP}." @@ -122,7 +126,7 @@ jobs: rm -r "$RELEASE_DIR" echo "----Signing Source Release ${SOURCE_RELEASE_ZIP}-----" - gpg --local-user "${{steps.import_gpg.outputs.name}}" --armor --detach-sig "${SOURCE_RELEASE_ZIP}" + gpg --local-user "${{steps.import_gpg.outputs.name}}" --armor --batch --yes --detach-sig "${SOURCE_RELEASE_ZIP}" echo "----Creating Hash Value for ${SOURCE_RELEASE_ZIP}----" sha512sum ${SOURCE_RELEASE_ZIP} > ${SOURCE_RELEASE_ZIP}.sha512 @@ -130,3 +134,44 @@ jobs: svn add --force . svn status svn commit -m "Staging Java artifacts for Apache Beam ${{ github.event.inputs.RELEASE }} RC${{ github.event.inputs.RC }}" --non-interactive --username ${{ github.event.inputs.APACHE_ID }} --password ${{ github.event.inputs.APACHE_PASSWORD }} + + + stage_docker: + if: ${{github.event.inputs.STAGE_DOCKER_ARTIFACTS == 'yes'}} + # Note: if this ever changes to self-hosted, remove the "Remove default github maven configuration" step + runs-on: ubuntu-latest + steps: + - name: Checkout + uses: actions/checkout@v3 + with: + ref: "v${{ github.event.inputs.RELEASE }}-RC${{ github.event.inputs.RC }}" + repository: apache/beam + - name: Install Java 11 + uses: actions/setup-java@v3 + with: + distribution: 'temurin' + java-version: '11' + - name: Install Python 3.8 + uses: actions/setup-python@v4 + with: + python-version: '3.8' + - run: echo $JAVA_HOME + - run: echo "JAVA11_HOME=${JAVA_HOME}" >> "$GITHUB_OUTPUT" + id: export-java11 + - name: Install Java 8 + uses: actions/setup-java@v3 + with: + distribution: 'temurin' + java-version: '8' + - name: Remove default github maven configuration + # This step is a workaround to avoid a decryption issue of Beam's + # net.linguica.gradle.maven.settings plugin and github's provided maven + # settings.xml file + run: rm ~/.m2/settings.xml || true + - name: Login to Docker Hub + uses: docker/login-action@v2 + with: + username: ${{ secrets.DOCKERHUB_USER }} + password: ${{ secrets.DOCKERHUB_TOKEN }} + - name: Push docker images + run: ./gradlew :pushAllDockerImages -PisRelease -Pdocker-pull-licenses -Pprune-images -Pdocker-tag=${{ github.event.inputs.RELEASE }}rc${{ github.event.inputs.RC }} -Pjava11Home=${{steps.export-java11.outputs.JAVA11_HOME}} --no-daemon --no-parallel diff --git a/.github/workflows/build_runner_image.yml b/.github/workflows/build_runner_image.yml new file mode 100644 index 0000000000000..f64ada281d72d --- /dev/null +++ b/.github/workflows/build_runner_image.yml @@ -0,0 +1,71 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. +# +name: Build and Version Runner Docker Image + +on: + push: + branches: ['master'] + paths: ['.github/gh-actions-self-hosted-runners/arc/images/**','.github/workflows/build_runner_image.yml'] + pull_request_target: + branches: ['master'] + paths: ['.github/gh-actions-self-hosted-runners/arc/images/**'] +env: + docker_registry: us-central1-docker.pkg.dev + docker_repo: apache-beam-testing/beam-github-actions/beam-arc-runner +jobs: + build-and-version-runner: + env: + working-directory: .github/gh-actions-self-hosted-runners/arc/images/ + runs-on: [self-hosted, ubuntu-20.04] + + steps: + - name: Checkout code + uses: actions/checkout@v3 + with: + ref: ${{ github.event.pull_request.head.sha }} + - name: Authenticate on GCP + uses: google-github-actions/setup-gcloud@v0 + with: + service_account_email: ${{ secrets.GCP_SA_EMAIL }} + service_account_key: ${{ secrets.GCP_SA_KEY }} + project_id: ${{ secrets.GCP_PROJECT_ID }} + export_default_credentials: true + - name: GCloud Docker credential helper + run: | + gcloud auth configure-docker ${{env.docker_registry}} + - name: Set up Docker Buildx + uses: docker/setup-buildx-action@v1 + - name: Build and Load to docker + uses: docker/build-push-action@v4 + with: + context: ${{ env.working-directory }} + load: true + tags: | + ${{env.docker_registry}}/${{env.docker_repo}}:latest + ${{env.docker_registry}}/${{env.docker_repo}}:${{ github.sha }} + - name: Push Docker image + if: github.event_name == 'push' + id: docker_build + uses: docker/build-push-action@v4 + with: + context: ${{ env.working-directory }} + push: true + tags: | + ${{env.docker_registry}}/${{env.docker_repo}}:latest + ${{env.docker_registry}}/${{env.docker_repo}}:${{ github.sha }} diff --git a/.github/workflows/build_wheels.yml b/.github/workflows/build_wheels.yml index ead302975d686..3df0281059f7a 100644 --- a/.github/workflows/build_wheels.yml +++ b/.github/workflows/build_wheels.yml @@ -48,7 +48,7 @@ jobs: runs-on: ubuntu-latest env: EVENT_NAME: ${{ github.event_name }} - PY_VERSIONS_FULL: "cp37-* cp38-* cp39-* cp310-* cp311-*" + PY_VERSIONS_FULL: "cp38-* cp39-* cp310-* cp311-*" outputs: gcp-variables-set: ${{ steps.check_gcp_variables.outputs.gcp-variables-set }} py-versions-full: ${{ steps.set-py-versions.outputs.py-versions-full }} @@ -91,7 +91,7 @@ jobs: - name: Install python uses: actions/setup-python@v4 with: - python-version: 3.7 + python-version: 3.8 - name: Get build dependencies working-directory: ./sdks/python run: python -m pip install -r build-requirements.txt @@ -255,7 +255,7 @@ jobs: - name: Install Python uses: actions/setup-python@v4 with: - python-version: 3.7 + python-version: 3.8 - uses: docker/setup-qemu-action@v1 if: ${{matrix.arch == 'aarch64'}} name: Set up QEMU @@ -269,7 +269,7 @@ jobs: # TODO: https://github.com/apache/beam/issues/23048 CIBW_SKIP: "*-musllinux_*" CIBW_ENVIRONMENT: "SETUPTOOLS_USE_DISTUTILS=stdlib" - CIBW_BEFORE_BUILD: pip install cython numpy && pip install --upgrade setuptools + CIBW_BEFORE_BUILD: pip install cython==0.29.36 numpy && pip install --upgrade setuptools run: cibuildwheel --print-build-identifiers && cibuildwheel --output-dir wheelhouse shell: bash - name: install sha512sum on MacOS @@ -295,7 +295,7 @@ jobs: # TODO: https://github.com/apache/beam/issues/23048 CIBW_SKIP: "*-musllinux_*" CIBW_ENVIRONMENT: "SETUPTOOLS_USE_DISTUTILS=stdlib" - CIBW_BEFORE_BUILD: pip install cython numpy && pip install --upgrade setuptools + CIBW_BEFORE_BUILD: pip install cython==0.29.36 numpy && pip install --upgrade setuptools run: cibuildwheel --print-build-identifiers && cibuildwheel --output-dir wheelhouse shell: bash - name: Add RC checksums diff --git a/.github/workflows/code_completion_plugin_tests.yml b/.github/workflows/code_completion_plugin_tests.yml new file mode 100644 index 0000000000000..3c2611c091935 --- /dev/null +++ b/.github/workflows/code_completion_plugin_tests.yml @@ -0,0 +1,112 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + + +# The workflow is triggered on the following events: +# - pull requests that contain changes in plugins/beam-code-completion-plugin/ directory +# - pushes to any branch except master. the push must contain changes in plugins/beam-code-completion-plugin/ directory + +# To learn more about GitHub Actions in Apache Beam check the CI.md + +name: Code Completion Plugin Tests +on: + push: + branches-ignore: + - 'master' + paths: + - 'plugins/beam-code-completion-plugin/**' + - '.github/workflows/code_completion_plugin_tests.yml' + pull_request: + paths: + - 'plugins/beam-code-completion-plugin/**' + - '.github/workflows/code_completion_plugin_tests.yml' +env: + INTELLIJ_IDEA_SOURCES: /home/runner/work/beam/beam/intellij +jobs: + # Run Gradle Wrapper Validation Action to verify the wrapper's checksum + # Run verifyPlugin, IntelliJ Plugin Verifier, and test Gradle tasks + # Build plugin and provide the artifact for the next workflow jobs + test: + name: Build and run model-level tests + runs-on: ubuntu-latest + steps: + # Free GitHub Actions Environment Disk Space + - name: Maximize Build Space + run: | + sudo rm -rf /usr/share/dotnet + sudo rm -rf /usr/local/lib/android + sudo rm -rf /opt/ghc + + # Check out beam repository + - name: Fetch beam Sources + uses: actions/checkout@v3 + with: + path: main + + # Check out intellij community repository for tests + - name: Fetch intellij-community Sources + uses: actions/checkout@v3 + with: + repository: JetBrains/intellij-community + path: intellij + + # Validate wrapper + - name: Gradle Wrapper Validation + uses: gradle/wrapper-validation-action@v1.0.6 + + # Setup Java environment for the next steps + - name: Setup Java + uses: actions/setup-java@v3 + with: + distribution: 'temurin' + java-version: '11' + + # Set environment variables + - name: Export Properties + id: properties + shell: bash + run: | + pwd + cd main/plugins/beam-code-completion-plugin/ + pwd + PROPERTIES="$(./gradlew properties --console=plain -q)" + VERSION="$(echo "$PROPERTIES" | grep "^version:" | cut -f2- -d ' ')" + NAME="$(echo "$PROPERTIES" | grep "^name:" | cut -f2- -d ' ')" + + echo "version=$VERSION" >> $GITHUB_OUTPUT + echo "name=$NAME" >> $GITHUB_OUTPUT + echo "pluginVerifierHomeDir=~/.pluginVerifier" >> $GITHUB_OUTPUT + + echo "changelog<> $GITHUB_OUTPUT + echo "$CHANGELOG" >> $GITHUB_OUTPUT + echo "EOF" >> $GITHUB_OUTPUT + + # Run tests + - name: Run Tests + run: | + pwd + cd main/plugins/beam-code-completion-plugin/ + pwd + ./gradlew test --info + + # Collect Tests Result of failed tests + - name: Collect Tests Result + if: ${{ failure() }} + uses: actions/upload-artifact@v3 + with: + name: tests-result + path: ${{ github.workspace }}/build/reports/tests diff --git a/.github/workflows/cut_release_branch.yml b/.github/workflows/cut_release_branch.yml index f026c41ca9c3a..4e104d78a4455 100644 --- a/.github/workflows/cut_release_branch.yml +++ b/.github/workflows/cut_release_branch.yml @@ -100,6 +100,7 @@ jobs: MASTER_BRANCH: master NEXT_RELEASE: ${{ github.event.inputs.NEXT_VERSION }} SCRIPT_DIR: ./release/src/main/scripts + RELEASE: ${{ github.event.inputs.RELEASE_VERSION }} steps: - name: Mask Jenkins token run: | @@ -146,10 +147,13 @@ jobs: fi done - cat /tmp/result | sort | uniq | grep -i -E 'precommit|postcommit|validates|vr|example|test|gradle build' | grep -v -i -E 'load|perf|website' >> release/src/main/scripts/jenkins_jobs.txt + cat /tmp/result | sort | uniq | grep -i -E 'precommit|postcommit|validates|vr|example|test' | grep -v -i -E 'load|perf|website' >> release/src/main/scripts/jenkins_jobs.txt env: JENKINS_USERNAME: ${{ github.event.inputs.JENKINS_USERNAME }} JENKINS_TOKEN: ${{ github.event.inputs.JENKINS_TOKEN }} + - name: Update .asf.yaml to protect new release branch from force push + run: | + sed -i -e "s/master: {}/master: {}\n release-${RELEASE}: {}/g" .asf.yaml - name: Update master branch run: | bash "${SCRIPT_DIR}/set_version.sh" "${NEXT_VERSION_IN_BASE_BRANCH}" @@ -159,6 +163,7 @@ jobs: - name: Commit and Push to master branch files with Next Version run: | git add * + git add .asf.yaml git commit -m "Moving to ${NEXT_VERSION_IN_BASE_BRANCH}-SNAPSHOT on master branch." git push origin ${MASTER_BRANCH} @@ -170,6 +175,7 @@ jobs: REMOTE_NAME: remote_repo REMOTE_URL: ${{ github.server_url }}/${{ github.repository }} BRANCH_NAME: snapshot_build-${{ github.event.inputs.RELEASE_VERSION }} + RELEASE_BRANCH: release-${{ github.event.inputs.RELEASE_VERSION }} steps: - name: Install Hub run: | @@ -187,7 +193,7 @@ jobs: run: | git remote add ${REMOTE_NAME} ${REMOTE_URL} git checkout -b ${BRANCH_NAME} - touch empty_file.txt + touch empty_file.json git add -A git commit -m "Add empty file in order to create PR" git push -f ${REMOTE_NAME} @@ -195,7 +201,7 @@ jobs: env: GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} run: | - hub pull-request -F- <<<"[DO NOT MERGE]Start snapshot build for release process + hub pull-request -b apache:${RELEASE_BRANCH} -F- <<<"[DO NOT MERGE]Start snapshot build for release process Run Gradle Publish" diff --git a/.github/workflows/dask_runner_tests.yml b/.github/workflows/dask_runner_tests.yml index 33d0575e2c8c6..655c09dc1503a 100644 --- a/.github/workflows/dask_runner_tests.yml +++ b/.github/workflows/dask_runner_tests.yml @@ -43,7 +43,7 @@ jobs: - name: Install python uses: actions/setup-python@v4 with: - python-version: 3.7 + python-version: 3.8 - name: Get build dependencies working-directory: ./sdks/python run: pip install pip setuptools --upgrade && pip install -r build-requirements.txt @@ -67,7 +67,6 @@ jobs: matrix: os: [ubuntu-latest, macos-latest, windows-latest] params: [ - {"py_ver": "3.7", "tox_env": "py37"}, {"py_ver": "3.8", "tox_env": "py38"}, {"py_ver": "3.9", "tox_env": "py39"}, {"py_ver": "3.10", "tox_env": "py310" }, diff --git a/.github/workflows/go_tests.yml b/.github/workflows/go_tests.yml index dce4bb3a7f349..6ea03675a1e91 100644 --- a/.github/workflows/go_tests.yml +++ b/.github/workflows/go_tests.yml @@ -42,7 +42,7 @@ jobs: uses: actions/checkout@v3 with: fetch-depth: 2 - - uses: actions/setup-go@v3 + - uses: actions/setup-go@v4 with: go-version: '1.20' - name: Delete old coverage diff --git a/.github/workflows/job_PreCommit_Python.yml b/.github/workflows/job_PreCommit_Python.yml new file mode 100644 index 0000000000000..7e2c4a914ac8b --- /dev/null +++ b/.github/workflows/job_PreCommit_Python.yml @@ -0,0 +1,100 @@ +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +name: Python PreCommit +on: + pull_request_target: + branches: [ "master", "release-*" ] + paths: [ "model/**","sdks/python/**","release/**"] + issue_comment: + types: [created] + push: + tags: ['v*'] + branches: ['master', 'release-*'] + paths: [ "model/**","sdks/python/**","release/**",".github/workflows/job_PreCommit_Python.yml"] + schedule: + - cron: '* */6 * * *' +#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event +permissions: + actions: write + pull-requests: read + checks: read + contents: read + deployments: read + id-token: none + issues: read + discussions: read + packages: read + pages: read + repository-projects: read + security-events: read + statuses: read + +# This allows a subsequently queued workflow run to interrupt previous runs +concurrency: + group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' + cancel-in-progress: true + +jobs: + beam_PreCommit_Python: + strategy: + fail-fast: false + matrix: + python_version: ['3.8','3.9','3.10','3.11'] + if: | + github.event_name == 'push' || + github.event_name == 'pull_request_target' || + github.event.comment.body == 'Run Python PreCommit' || + startsWith(github.event.comment.body, 'Run Python PreCommit') || + github.event_name == 'schedule' + runs-on: [self-hosted, ubuntu-20.04, main] + steps: + - uses: actions/checkout@v3 + with: + ref: ${{ github.event.pull_request.head.sha }} + - name: Set comment body with matrix + id: set_comment_body + run: | + echo "comment_body=Run Python PreCommit (${{ matrix.python_version }})" >> $GITHUB_OUTPUT + - name: Rerun on comment + if: github.event.comment.body == steps.set_comment_body.outputs.comment_body + uses: ./.github/actions/rerun-job-action + with: + pull_request_url: ${{ github.event.issue.pull_request.url }} + github_repository: ${{ github.repository }} + github_token: ${{ secrets.GITHUB_TOKEN }} + github_job: "${{ github.job }} (${{ matrix.python_version }})" + github_current_run_id: ${{ github.run_id }} + - uses: actions/setup-python@v4 + with: + python-version: ${{ matrix.python_version }} + - name: Install Java + uses: actions/setup-java@v3 + with: + distribution: 'zulu' + java-version: '8' + - name: Setup Gradle + uses: gradle/gradle-build-action@v2 + with: + cache-read-only: false + - name: Run pythonPreCommit + run: | + PY_VER=${{ matrix.python_version }} + ./gradlew :sdks:python:test-suites:tox:py${PY_VER//.}:preCommitPy${PY_VER//.} -Pposargs="--ignore=apache_beam/dataframe/ --ignore=apache_beam/examples/ --ignore=apache_beam/runners/ --ignore=apache_beam/transforms/" -PpythonVersion=${PY_VER} + - name: Archive code coverage results + uses: actions/upload-artifact@v3 + with: + name: python-code-coverage-report + path: "**/pytest*.xml" \ No newline at end of file diff --git a/.github/workflows/job_PreCommit_PythonAutoformatter.yml b/.github/workflows/job_PreCommit_PythonAutoformatter.yml new file mode 100644 index 0000000000000..73c5a2202b21b --- /dev/null +++ b/.github/workflows/job_PreCommit_PythonAutoformatter.yml @@ -0,0 +1,83 @@ +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +name: Python PreCommit Formatter +on: + pull_request_target: + branches: [ "master", "release-*" ] + paths: [ "sdks/python/apache_beam/**"] + issue_comment: + types: [created] + push: + tags: ['v*'] + branches: ['master', 'release-*'] + paths: [ "sdks/python/apache_beam/**",".github/workflows/job_PreCommit_PythonAutoformatter.yml"] + schedule: + - cron: '* */6 * * *' +#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event +permissions: + actions: write + pull-requests: read + checks: read + contents: read + deployments: read + id-token: none + issues: read + discussions: read + packages: read + pages: read + repository-projects: read + security-events: read + statuses: read + +# This allows a subsequently queued workflow run to interrupt previous runs +concurrency: + group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' + cancel-in-progress: true + +jobs: + beam_PreCommit_PythonFormatter: + if: | + github.event_name == 'push' || + github.event_name == 'pull_request_target' || + github.event.comment.body == 'Run PythonFormatter PreCommit' || + github.event_name == 'schedule' + runs-on: [self-hosted, ubuntu-20.04, main] + steps: + - uses: actions/checkout@v3 + with: + ref: ${{ github.event.pull_request.head.sha }} + - name: Rerun on comment + if: github.event.comment.body == 'Run PythonFormatter PreCommit' + uses: ./.github/actions/rerun-job-action + with: + pull_request_url: ${{ github.event.issue.pull_request.url }} + github_repository: ${{ github.repository }} + github_token: ${{ secrets.GITHUB_TOKEN }} + github_job: ${{ github.job }} + github_current_run_id: ${{ github.run_id }} + - name: Install Java + uses: actions/setup-java@v3.8.0 + with: + distribution: 'zulu' + java-version: '8' + - uses: actions/setup-python@v4 + with: + python-version: '3.8' + - name: Setup Gradle + uses: gradle/gradle-build-action@v2 + with: + cache-read-only: false + - name: run PythonDockerPreCommit script + run: ./gradlew :pythonFormatterPreCommit diff --git a/.github/workflows/job_PreCommit_PythonLint.yml b/.github/workflows/job_PreCommit_PythonLint.yml new file mode 100644 index 0000000000000..2b3586bd37ba9 --- /dev/null +++ b/.github/workflows/job_PreCommit_PythonLint.yml @@ -0,0 +1,86 @@ +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +name: Python PreCommit Lint +on: + pull_request_target: + branches: [ "master", "release-*" ] + paths: ["sdks/python/**","release/**"] + issue_comment: + types: [created] + push: + tags: ['v*'] + branches: ['master', 'release-*'] + paths: ["sdks/python/**","release/**",".github/workflows/job_PreCommit_PythonLint.yml"] + schedule: + - cron: '* */6 * * *' +#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event +permissions: + actions: write + pull-requests: read + checks: read + contents: read + deployments: read + id-token: none + issues: read + discussions: read + packages: read + pages: read + repository-projects: read + security-events: read + statuses: read + +# This allows a subsequently queued workflow run to interrupt previous runs +concurrency: + group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' + cancel-in-progress: true + +jobs: + beam_PreCommit_PythonLint: + if: | + github.event_name == 'push' || + github.event_name == 'pull_request_target' || + github.event.comment.body == 'Run PythonLint PreCommit' || + github.event_name == 'schedule' + runs-on: [self-hosted, ubuntu-20.04, main] + steps: + - uses: actions/checkout@v3 + with: + ref: ${{ github.event.pull_request.head.sha }} + - name: Rerun on comment + if: github.event.comment.body == 'Run PythonLint PreCommit' + uses: ./.github/actions/rerun-job-action + with: + pull_request_url: ${{ github.event.issue.pull_request.url }} + github_repository: ${{ github.repository }} + github_token: ${{ secrets.GITHUB_TOKEN }} + github_job: ${{ github.job }} + github_current_run_id: ${{ github.run_id }} + - name: Install Java + uses: actions/setup-java@v3.8.0 + with: + distribution: 'zulu' + java-version: '8' + - uses: actions/setup-go@v4 + with: + go-version: '1.16' + - uses: actions/setup-python@v4 + with: + python-version: '3.8' + - name: Setup Gradle + uses: gradle/gradle-build-action@v2 + with: + cache-read-only: false + - name: run PythonLintPreCommit script + run: ./gradlew :pythonLintPreCommit diff --git a/.github/workflows/job_PreCommit_Python_Coverage.yml b/.github/workflows/job_PreCommit_Python_Coverage.yml new file mode 100644 index 0000000000000..8f4448cb79fc2 --- /dev/null +++ b/.github/workflows/job_PreCommit_Python_Coverage.yml @@ -0,0 +1,89 @@ +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +name: Python PreCommit Coverage +on: + pull_request_target: + branches: [ "master", "release-*" ] + paths: [ "model/**","sdks/python/**","release/**"] + issue_comment: + types: [created] + push: + tags: ['v*'] + branches: ['master', 'release-*'] + paths: [ "model/**","sdks/python/**","release/**", ".github/workflows/job_PreCommit_Python_Coverage.yml"] + schedule: + - cron: '* */6 * * *' +#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event +permissions: + actions: write + pull-requests: read + checks: read + contents: read + deployments: read + id-token: none + issues: read + discussions: read + packages: read + pages: read + repository-projects: read + security-events: read + statuses: read + +# This allows a subsequently queued workflow run to interrupt previous runs +concurrency: + group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' + cancel-in-progress: true + +jobs: + beam_PreCommit_Python_Coverage: + if: | + github.event_name == 'push' || + github.event_name == 'pull_request_target' || + github.event.comment.body == 'Run Python_Coverage PreCommit' || + github.event_name == 'schedule' + runs-on: [self-hosted, ubuntu-20.04, main] + steps: + - uses: actions/checkout@v3 + with: + ref: ${{ github.event.pull_request.head.sha }} + - name: Rerun on comment + if: github.event.comment.body == 'Run Python_Coverage PreCommit' + uses: ./.github/actions/rerun-job-action + with: + pull_request_url: ${{ github.event.issue.pull_request.url }} + github_repository: ${{ github.repository }} + github_token: ${{ secrets.GITHUB_TOKEN }} + github_job: ${{ github.job }} + github_current_run_id: ${{ github.run_id }} + - uses: actions/setup-python@v4 + with: + python-version: '3.8' + - name: Install Java + uses: actions/setup-java@v3 + with: + distribution: 'zulu' + java-version: '8' + - name: Setup Gradle + uses: gradle/gradle-build-action@v2 + with: + cache-read-only: false + - name: Run preCommitPyCoverage + run: ./gradlew :sdks:python:test-suites:tox:py38:preCommitPyCoverage + - name: Archive code coverage results + uses: actions/upload-artifact@v3 + with: + name: python-code-coverage-report + path: "**/pytest*.xml" \ No newline at end of file diff --git a/.github/workflows/job_PreCommit_Python_Dataframes.yml b/.github/workflows/job_PreCommit_Python_Dataframes.yml new file mode 100644 index 0000000000000..d332941484468 --- /dev/null +++ b/.github/workflows/job_PreCommit_Python_Dataframes.yml @@ -0,0 +1,98 @@ +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +name: Python PreCommit Dataframes +on: + pull_request_target: + branches: [ "master", "release-*" ] + paths: [ "model/**","sdks/python/**","release/**"] + issue_comment: + types: [created] + push: + tags: ['v*'] + branches: ['master', 'release-*'] + paths: [ "model/**","sdks/python/**","release/**",".github/workflows/job_PreCommit_Python_Dataframes.yml"] + schedule: + - cron: '* */6 * * *' +#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event +permissions: + actions: write + pull-requests: read + checks: read + contents: read + deployments: read + id-token: none + issues: read + discussions: read + packages: read + pages: read + repository-projects: read + security-events: read + statuses: read + +# This allows a subsequently queued workflow run to interrupt previous runs +concurrency: + group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' + cancel-in-progress: true + +jobs: + beam_PreCommit_Python_Dataframes: + strategy: + fail-fast: false + matrix: + python_version: ['3.8','3.9','3.10','3.11'] + if: | + github.event_name == 'push' || + github.event_name == 'pull_request_target' || + startsWith(github.event.comment.body, 'Run Python_Dataframes PreCommit') || + github.event_name == 'schedule' + runs-on: [self-hosted, ubuntu-20.04, main] + steps: + - uses: actions/checkout@v3 + with: + ref: ${{ github.event.pull_request.head.sha }} + - name: Set comment body with matrix + id: set_comment_body + run: | + echo "comment_body=Run Python_Dataframes PreCommit (${{ matrix.python_version }})" >> $GITHUB_OUTPUT + - name: Rerun on comment + if: github.event.comment.body == steps.set_comment_body.outputs.comment_body + uses: ./.github/actions/rerun-job-action + with: + pull_request_url: ${{ github.event.issue.pull_request.url }} + github_repository: ${{ github.repository }} + github_token: ${{ secrets.GITHUB_TOKEN }} + github_job: "${{ github.job }} (${{ matrix.python_version }})" + github_current_run_id: ${{ github.run_id }} + - uses: actions/setup-python@v4 + with: + python-version: ${{ matrix.python_version }} + - name: Install Java + uses: actions/setup-java@v3 + with: + distribution: 'zulu' + java-version: '8' + - name: Setup Gradle + uses: gradle/gradle-build-action@v2 + with: + cache-read-only: false + - name: Run pythonPreCommit + run: | + PY_VER=${{ matrix.python_version }} + ./gradlew :sdks:python:test-suites:tox:py${PY_VER//.}:preCommitPy${PY_VER//.} -Pposargs=apache_beam/dataframe/ -PpythonVersion=${PY_VER} + - name: Archive code coverage results + uses: actions/upload-artifact@v3 + with: + name: python-code-coverage-report + path: "**/pytest*.xml" \ No newline at end of file diff --git a/.github/workflows/job_PreCommit_Python_DockerBuild.yml b/.github/workflows/job_PreCommit_Python_DockerBuild.yml new file mode 100644 index 0000000000000..beaf9a8dfd982 --- /dev/null +++ b/.github/workflows/job_PreCommit_Python_DockerBuild.yml @@ -0,0 +1,99 @@ +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +name: Python PreCommit Docker +on: + pull_request_target: + branches: [ "master", "release-*" ] + paths: [ "model/**","sdks/python/**","release/**"] + issue_comment: + types: [created] + push: + tags: ['v*'] + branches: ['master', 'release-*'] + paths: [ "model/**","sdks/python/**","release/**",".github/workflows/job_PreCommit_Python_DockerBuild.yml"] + schedule: + - cron: '* */6 * * *' +#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event +permissions: + actions: write + pull-requests: read + checks: read + contents: read + deployments: read + id-token: none + issues: read + discussions: read + packages: read + pages: read + repository-projects: read + security-events: read + statuses: read + +# This allows a subsequently queued workflow run to interrupt previous runs +concurrency: + group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' + cancel-in-progress: true + +jobs: + beam_PreCommit_PythonDocker: + strategy: + fail-fast: false + matrix: + python_version: ['3.8','3.9','3.10','3.11'] + if: | + github.event_name == 'push' || + github.event_name == 'pull_request_target' || + startsWith(github.event.comment.body, 'Run PythonDocker PreCommit') || + github.event_name == 'schedule' + runs-on: [self-hosted, ubuntu-20.04, main] + steps: + - uses: actions/checkout@v3 + with: + ref: ${{ github.event.pull_request.head.sha }} + - name: Set comment body with matrix + id: set_comment_body + run: | + echo "comment_body=Run PythonDocker PreCommit (${{ matrix.python_version }})" >> $GITHUB_OUTPUT + - name: Rerun on comment + if: github.event.comment.body == steps.set_comment_body.outputs.comment_body + uses: ./.github/actions/rerun-job-action + with: + pull_request_url: ${{ github.event.issue.pull_request.url }} + github_repository: ${{ github.repository }} + github_token: ${{ secrets.GITHUB_TOKEN }} + github_job: "${{ github.job }} (${{ matrix.python_version }})" + github_current_run_id: ${{ github.run_id }} + - name: Install Java + uses: actions/setup-java@v3 + with: + distribution: 'zulu' + java-version: '8' + - uses: actions/setup-go@v4 + with: + go-version: '1.16' + - uses: actions/setup-python@v4 + with: + python-version: ${{ matrix.python_version }} + - name: Setup Gradle + uses: gradle/gradle-build-action@v2 + with: + cache-read-only: false + - name: Setup Buildx + uses: docker/setup-buildx-action@v1 + - name: Run pythonDockerBuildPreCommit + run: | + PY_VER=${{ matrix.python_version }} + ./gradlew :sdks:python:container:py${PY_VER//.}:docker -Pposargs=apache_beam/dataframe/ -PpythonVersion=${PY_VER} + diff --git a/.github/workflows/job_PreCommit_Python_Examples.yml b/.github/workflows/job_PreCommit_Python_Examples.yml new file mode 100644 index 0000000000000..8cce583cfecb7 --- /dev/null +++ b/.github/workflows/job_PreCommit_Python_Examples.yml @@ -0,0 +1,99 @@ +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +name: Python PreCommit Examples +on: + pull_request_target: + branches: [ "master", "release-*" ] + paths: [ "model/**","sdks/python/**","release/**"] + issue_comment: + types: [created] + push: + tags: ['v*'] + branches: ['master', 'release-*'] + paths: [ "model/**","sdks/python/**","release/**",".github/workflows/job_PreCommit_Python_Examples.yml"] + schedule: + - cron: '* */6 * * *' +#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event +permissions: + actions: write + pull-requests: read + checks: read + contents: read + deployments: read + id-token: none + issues: read + discussions: read + packages: read + pages: read + repository-projects: read + security-events: read + statuses: read + +# This allows a subsequently queued workflow run to interrupt previous runs +concurrency: + group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' + cancel-in-progress: true + +jobs: + beam_PreCommit_Python_Examples: + strategy: + fail-fast: false + matrix: + python_version: ['3.8','3.9','3.10','3.11'] + if: | + github.event_name == 'push' || + github.event_name == 'pull_request_target' || + startsWith(github.event.comment.body, 'Run Python_Examples PreCommit') || + github.event_name == 'schedule' + runs-on: [self-hosted, ubuntu-20.04, main] + steps: + - uses: actions/checkout@v3 + with: + ref: ${{ github.event.pull_request.head.sha }} + - name: Set comment body with matrix + id: set_comment_body + run: | + echo "comment_body=Run Python_Dataframes PreCommit (${{ matrix.python_version }})" >> $GITHUB_OUTPUT + + - name: Rerun on comment + if: github.event.comment.body == steps.set_comment_body.outputs.comment_body + uses: ./.github/actions/rerun-job-action + with: + pull_request_url: ${{ github.event.issue.pull_request.url }} + github_repository: ${{ github.repository }} + github_token: ${{ secrets.GITHUB_TOKEN }} + github_job: "${{ github.job }} (${{ matrix.python_version }})" + github_current_run_id: ${{ github.run_id }} + - uses: actions/setup-python@v4 + with: + python-version: ${{ matrix.python_version }} + - name: Install Java + uses: actions/setup-java@v3 + with: + distribution: 'zulu' + java-version: '8' + - name: Setup Gradle + uses: gradle/gradle-build-action@v2 + with: + cache-read-only: false + - name: Run pythonPreCommit + run: | + PY_VER=${{ matrix.python_version }} + ./gradlew :sdks:python:test-suites:tox:py${PY_VER//.}:preCommitPy${PY_VER//.} -Pposargs=apache_beam/examples/ -PpythonVersion=${PY_VER} + - name: Archive code coverage results + uses: actions/upload-artifact@v3 + with: + name: python-code-coverage-report + path: "**/pytest*.xml" \ No newline at end of file diff --git a/.github/workflows/job_PreCommit_Python_Runners.yml b/.github/workflows/job_PreCommit_Python_Runners.yml new file mode 100644 index 0000000000000..394b9bf092c18 --- /dev/null +++ b/.github/workflows/job_PreCommit_Python_Runners.yml @@ -0,0 +1,100 @@ +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +name: Python PreCommit Runners +on: + pull_request_target: + branches: [ "master", "release-*" ] + paths: [ "model/**","sdks/python/**","release/**"] + issue_comment: + types: [created] + push: + tags: ['v*'] + branches: ['master', 'release-*'] + paths: [ "model/**","sdks/python/**","release/**",".github/workflows/job_PreCommit_Python_Runners.yml"] + schedule: + - cron: '* */6 * * *' +#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event +permissions: + actions: write + pull-requests: read + checks: read + contents: read + deployments: read + id-token: none + issues: read + discussions: read + packages: read + pages: read + repository-projects: read + security-events: read + statuses: read + +# This allows a subsequently queued workflow run to interrupt previous runs +concurrency: + group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' + cancel-in-progress: true + +jobs: + beam_PreCommit_Python_Runners: + strategy: + fail-fast: false + matrix: + python_version: ['3.8','3.9','3.10','3.11'] + if: | + github.event_name == 'push' || + github.event_name == 'pull_request_target' || + startsWith(github.event.comment.body, 'Run Python_Runners PreCommit') || + github.event_name == 'schedule' + runs-on: [self-hosted, ubuntu-20.04, main] + + steps: + - uses: actions/checkout@v3 + with: + ref: ${{ github.event.pull_request.head.sha }} + - name: Set comment body with matrix + id: set_comment_body + run: | + echo "comment_body=Run Python_Runners PreCommit (${{ matrix.python_version }})" >> $GITHUB_OUTPUT + - name: Rerun on comment + if: github.event.comment.body == steps.set_comment_body.outputs.comment_body + uses: ./.github/actions/rerun-job-action + with: + pull_request_url: ${{ github.event.issue.pull_request.url }} + github_repository: ${{ github.repository }} + github_token: ${{ secrets.GITHUB_TOKEN }} + github_job: "${{ github.job }} (${{ matrix.python_version }})" + github_current_run_id: ${{ github.run_id }} + - uses: actions/setup-python@v4 + with: + python-version: ${{ matrix.python_version }} + - name: Install Java + uses: actions/setup-java@v3 + with: + distribution: 'zulu' + java-version: '8' + - name: Setup Gradle + uses: gradle/gradle-build-action@v2 + with: + cache-read-only: false + - name: Run pythonPreCommit + run: | + PY_VER=${{ matrix.python_version }} + ./gradlew :sdks:python:test-suites:tox:py${PY_VER//.}:preCommitPy${PY_VER//.} -Pposargs=apache_beam/runners/ -PpythonVersion=${PY_VER} + - name: Archive code coverage results + uses: actions/upload-artifact@v3 + with: + name: python-code-coverage-report + path: "**/pytest*.xml" \ No newline at end of file diff --git a/.github/workflows/job_PreCommit_Python_Transforms.yml b/.github/workflows/job_PreCommit_Python_Transforms.yml new file mode 100644 index 0000000000000..893d8a9a730bc --- /dev/null +++ b/.github/workflows/job_PreCommit_Python_Transforms.yml @@ -0,0 +1,100 @@ +# Licensed to the Apache Software Foundation (ASF) under one or more +# contributor license agreements. See the NOTICE file distributed with +# this work for additional information regarding copyright ownership. +# The ASF licenses this file to You under the Apache License, Version 2.0 +# (the "License"); you may not use this file except in compliance with +# the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +name: Python PreCommit Transforms +on: + pull_request_target: + branches: [ "master", "release-*" ] + paths: [ "model/**","sdks/python/**","release/**"] + issue_comment: + types: [created] + push: + tags: ['v*'] + branches: ['master', 'release-*'] + paths: [ "model/**","sdks/python/**","release/**",".github/workflows/job_PreCommit_Python_Transforms.yml"] + schedule: + - cron: '* */6 * * *' +#Setting explicit permissions for the action to avoid the default permissions which are `write-all` in case of pull_request_target event +permissions: + actions: write + pull-requests: read + checks: read + contents: read + deployments: read + id-token: none + issues: read + discussions: read + packages: read + pages: read + repository-projects: read + security-events: read + statuses: read + +# This allows a subsequently queued workflow run to interrupt previous runs +concurrency: + group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' + cancel-in-progress: true + +jobs: + beam_PreCommit_Python_Transforms: + strategy: + fail-fast: false + matrix: + python_version: ['3.8','3.9','3.10','3.11'] + if: | + github.event_name == 'push' || + github.event_name == 'pull_request_target' || + startsWith(github.event.comment.body, 'Run Python_Transforms PreCommit') || + github.event_name == 'schedule' + runs-on: [self-hosted, ubuntu-20.04, main] + steps: + - uses: actions/checkout@v3 + with: + ref: ${{ github.event.pull_request.head.sha }} + - name: Set comment body with matrix + id: set_comment_body + run: | + echo "comment_body=Run Python_Transforms PreCommit (${{ matrix.python_version }})" >> $GITHUB_OUTPUT + - name: Rerun on comment + if: github.event.comment.body == steps.set_comment_body.outputs.comment_body + uses: ./.github/actions/rerun-job-action + with: + pull_request_url: ${{ github.event.issue.pull_request.url }} + github_repository: ${{ github.repository }} + github_token: ${{ secrets.GITHUB_TOKEN }} + github_job: "${{ github.job }} (${{ matrix.python_version }})" + github_current_run_id: ${{ github.run_id }} + - uses: actions/setup-python@v4 + with: + python-version: ${{ matrix.python_version }} + - name: Install Java + uses: actions/setup-java@v3 + with: + distribution: 'zulu' + java-version: '8' + - name: Setup Gradle + uses: gradle/gradle-build-action@v2 + with: + cache-read-only: false + - name: Run pythonPreCommit + run: | + PY_VER=${{ matrix.python_version }} + ./gradlew :sdks:python:test-suites:tox:py${PY_VER//.}:preCommitPy${PY_VER//.} -Pposargs=apache_beam/transforms/ -PpythonVersion=${PY_VER} + - name: Archive code coverage results + uses: actions/upload-artifact@v3 + with: + name: python-code-coverage-report + path: "**/pytest*.xml" + diff --git a/.github/workflows/local_env_tests.yml b/.github/workflows/local_env_tests.yml index ffc6946334f1c..a9c9741194089 100644 --- a/.github/workflows/local_env_tests.yml +++ b/.github/workflows/local_env_tests.yml @@ -41,7 +41,7 @@ jobs: runs-on: ubuntu-latest steps: - uses: actions/checkout@v3 - - uses: actions/setup-go@v3 + - uses: actions/setup-go@v4 with: go-version: '1.20' - uses: actions/setup-python@v4 @@ -59,7 +59,7 @@ jobs: runs-on: macos-latest steps: - uses: actions/checkout@v3 - - uses: actions/setup-go@v3 + - uses: actions/setup-go@v4 with: go-version: '1.20' - uses: actions/setup-python@v4 diff --git a/.github/workflows/playground_deploy_backend.yml b/.github/workflows/playground_deploy_backend.yml deleted file mode 100644 index 02a4c79926131..0000000000000 --- a/.github/workflows/playground_deploy_backend.yml +++ /dev/null @@ -1,91 +0,0 @@ -# Licensed to the Apache Software Foundation (ASF) under one or more -# contributor license agreements. See the NOTICE file distributed with -# this work for additional information regarding copyright ownership. -# The ASF licenses this file to You under the Apache License, Version 2.0 -# (the "License"); you may not use this file except in compliance with -# the License. You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -name: Build And Deploy Playground Backend Application - -on: - push: - tags: 'v*' - branches: ['master', 'release-*'] - pull_request: - paths: ['playground/backend/**'] - branches: ['playground-staging'] - workflow_dispatch: - -# This allows a subsequently queued workflow run to interrupt previous runs -concurrency: - group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' - cancel-in-progress: true - -jobs: - build_playground_backend_docker_image: - name: Build Playground Backend App - runs-on: ubuntu-latest - env: - GO_VERSION: 1.19.6 - BEAM_VERSION: 2.40.0 - TERRAFORM_VERSION: 1.0.9 - STAND_SUFFIX: '' - DATASTORE_EMULATOR_HOST: 127.0.0.1:8888 - steps: - - name: Check out the repo - uses: actions/checkout@v3 - - uses: actions/setup-java@v3.8.0 - with: - distribution: 'zulu' - java-version: '8' - - uses: actions/setup-go@v3 - with: - go-version: '${{ env.GO_VERSION }}' - - name: Remove default github maven configuration - # This step is a workaround to avoid a decryption issue - run: rm ~/.m2/settings.xml - - - name: Set up Cloud SDK and its components - uses: google-github-actions/setup-gcloud@v0 - with: - install_components: 'beta,cloud-datastore-emulator' - version: '389.0.0' - - - name: Run PreCommit - run: ./gradlew playground:backend:precommit - - uses: hashicorp/setup-terraform@v1 - with: - terraform_version: ${{ env.TERRAFORM_VERSION }} - if: startsWith(github.ref, 'refs/tags/') - - name: Set Docker Tag - run: echo "DOCKERTAG=${GITHUB_SHA}" >> $GITHUB_ENV - - name: Set Docker Tag If Github Tag was trigger - run: echo "DOCKERTAG=${GITHUB_REF#refs/*/}" >> $GITHUB_ENV - if: startsWith(github.ref, 'refs/tags/') - - name: Setup GCP account - run: | - echo "${{ secrets.GCP_PLAYGROUND_SA_KEY }}" | base64 -d > /tmp/gcp_access.json - if: startsWith(github.ref, 'refs/tags/') - - name: Login to Docker Registry - run: cat /tmp/gcp_access.json | docker login -u _json_key --password-stdin https://${{ secrets.PLAYGROUND_REGISTRY_NAME }} - if: startsWith(github.ref, 'refs/tags/') - - name: Deploy Backend Applications - env: - GOOGLE_APPLICATION_CREDENTIALS: /tmp/gcp_access.json - run: ./gradlew playground:terraform:deployBackend -Pdocker-tag=${{env.DOCKERTAG}} -Pproject_id=${{ secrets.GCP_PLAYGROUND_PROJECT_ID }} -Pproject_environment='beta' -Pdocker-repository-root='${{ secrets.PLAYGROUND_REGISTRY_NAME}}/${{ secrets.GCP_PLAYGROUND_PROJECT_ID }}/playground-repository' - if: startsWith(github.ref, 'refs/tags/') - - name: DB Index creation - run: | - gcloud auth activate-service-account --project=${{ secrets.GCP_PLAYGROUND_PROJECT_ID }} --key-file=/tmp/gcp_access.json - gcloud app deploy playground/index.yaml --project=${{ secrets.GCP_PLAYGROUND_PROJECT_ID }} - if: startsWith(github.ref, 'refs/tags/') - env: - GOOGLE_APPLICATION_CREDENTIALS: /tmp/gcp_access.json diff --git a/.github/workflows/playground_deploy_examples.yml b/.github/workflows/playground_deploy_examples.yml deleted file mode 100644 index cede42c8f886c..0000000000000 --- a/.github/workflows/playground_deploy_examples.yml +++ /dev/null @@ -1,198 +0,0 @@ -# Licensed to the Apache Software Foundation (ASF) under one or more -# contributor license agreements. See the NOTICE file distributed with -# this work for additional information regarding copyright ownership. -# The ASF licenses this file to You under the Apache License, Version 2.0 -# (the "License"); you may not use this file except in compliance with -# the License. You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -name: Collect And Deploy Playground Examples - -on: - workflow_dispatch: -env: - BEAM_ROOT_DIR: "../../" - SDK_CONFIG: "../../playground/sdks.yaml" - BEAM_EXAMPLE_CATEGORIES: "../categories.yaml" - BEAM_VERSION: 2.40.0 - K8S_NAMESPACE: playground-backend - HELM_APP_NAME: playground-backend - SUBDIRS: "./learning/katas ./examples ./sdks" - ORIGIN: PG_EXAMPLES -jobs: - check_examples: - name: Check examples - runs-on: ubuntu-latest - outputs: - example_has_changed: ${{ steps.check_has_example.outputs.example_has_changed }} - steps: - - name: Check out the repo - uses: actions/checkout@v3 - with: - fetch-depth: 0 - - uses: actions/setup-python@v4 - with: - python-version: '3.8' - - name: install deps - run: pip install -r requirements.txt - working-directory: playground/infrastructure - - name: get Difference - id: check_file_changed - run: | - set -xeu - # define the base ref - BASE_REF=$GITHUB_BASE_REF - if [ -z "$BASE_REF" ] || [ "$BASE_REF" == "master" ]; then - BASE_REF=origin/master - fi - DIFF=$(git diff --name-only $BASE_REF $GITHUB_SHA -- $SUBDIRS) - echo "example_diff=$DIFF" >> $GITHUB_OUTPUT - - name: has Examples - run: | - output=$(python3 checker.py ${{ steps.check_file_changed.outputs.example_diff }}) - echo "example_has_changed=$output" >> $GITHUB_OUTPUT - id: check_has_example - working-directory: playground/infrastructure - - name: Print has_example - run: echo "${{ steps.check_has_example.outputs.example_has_changed }}" - deploy_examples: - name: Deploy examples - runs-on: ubuntu-latest - needs: [ check_examples ] - if: needs.check_examples.outputs.example_has_changed == 'True' - env: - GOOGLE_APPLICATION_CREDENTIALS: /tmp/gcp_access.json - GOOGLE_CLOUD_PROJECT: ${{ secrets.GCP_PLAYGROUND_PROJECT_ID }} - SA_KEY_CONTENT: ${{ secrets.GCP_PLAYGROUND_SA_KEY }} - REGION: us-central1 - steps: - - name: Check out the repo - uses: actions/checkout@v3 - - uses: actions/setup-python@v4 - with: - python-version: '3.8' - - uses: actions/setup-java@v3.8.0 - with: - distribution: 'zulu' - java-version: '8' - - name: Install kubectl - run: | - curl -LO "https://dl.k8s.io/release/$(curl -L -s https://dl.k8s.io/release/stable.txt)/bin/linux/amd64/kubectl" &&\ - chmod +x kubectl &&\ - mv kubectl /usr/local/bin/ - - name: Install helm - run: | - curl -fsSL -o get_helm.sh https://raw.githubusercontent.com/helm/helm/main/scripts/get-helm-3 &&\ - chmod 700 get_helm.sh &&\ - ./get_helm.sh - - name: Set up Cloud SDK - uses: google-github-actions/setup-gcloud@v0 - with: - install_components: 'gke-gcloud-auth-plugin' - - name: install deps - run: pip install -r requirements.txt - working-directory: playground/infrastructure - - name: Remove default github maven configuration - # This step is a workaround to avoid a decryption issue - run: rm ~/.m2/settings.xml - - name: Setup GCP account - run: | - echo "$SA_KEY_CONTENT" | base64 -d > $GOOGLE_APPLICATION_CREDENTIALS - which gcloud - gcloud auth activate-service-account --project=$GOOGLE_CLOUD_PROJECT \ - --key-file=$GOOGLE_APPLICATION_CREDENTIALS - - name: Set Docker Tag - run: echo "DOCKERTAG=${GITHUB_SHA}" >> $GITHUB_ENV - - name: Set Docker Tag If Github Tag was trigger - run: echo "DOCKERTAG=${GITHUB_REF#refs/*/}" >> $GITHUB_ENV - if: startsWith(github.ref, 'refs/tags/') - - name: Set Docker Registry env - run: echo "DOCKER_REGISTRY=$DOCKER_REGISTRY" >> $GITHUB_ENV - env: - DOCKER_REGISTRY: ${{ env.REGION }}-docker.pkg.dev/${{ env.GOOGLE_CLOUD_PROJECT }}/playground-repository - - - name: Get K8s Config - run: gcloud container clusters get-credentials --region us-central1-a playground-examples - - name: Login to Docker Registry - run: cat $GOOGLE_APPLICATION_CREDENTIALS | docker login -u _json_key --password-stdin "$PLAYGROUND_REGISTRY_URL" - env: - PLAYGROUND_REGISTRY_URL: https://${{ env.REGION }}-docker.pkg.dev - - name: Build And Push Java Backend - run: | - ./gradlew playground:backend:containers:java:dockerTagPush \ - -Pdocker-repository-root="$DOCKER_REGISTRY" \ - -Pbase-image="apache/beam_java8_sdk:$BEAM_VERSION" \ - -Pdocker-tag="$DOCKERTAG" - - name: Build And Push Go Backend - run: | - ./gradlew playground:backend:containers:go:dockerTagPush \ - -Pdocker-repository-root="$DOCKER_REGISTRY" \ - -Pdocker-tag="$DOCKERTAG" - - name: Build And Push Python Backend - run: | - ./gradlew playground:backend:containers:python:dockerTagPush \ - -Pdocker-repository-root="$DOCKER_REGISTRY" \ - -Pdocker-tag="$DOCKERTAG" - - name: Clean All Build directories - run: ./gradlew clean - - name: Install helm chart - run: | - kubectl create namespace $K8S_NAMESPACE --dry-run=client -o yaml | kubectl apply -f - &&\ - helm install --namespace $K8S_NAMESPACE $HELM_APP_NAME . \ - --set global.registry="$DOCKER_REGISTRY" \ - --set global.tag="$DOCKERTAG" &&\ - sleep 120 - working-directory: playground/infrastructure/helm - - - name: Run Python Examples CI - run: | - K8S_SERVER_ADDRESS=$(kubectl get svc -n $K8S_NAMESPACE -l "app=service-python" -o jsonpath='{.items[0].status.loadBalancer.ingress[0].ip}') - echo $K8S_SERVER_ADDRESS - export SERVER_ADDRESS="$K8S_SERVER_ADDRESS:8081" - python3 ci_cd.py --datastore-project $GOOGLE_CLOUD_PROJECT --step CI --sdk SDK_PYTHON --origin $ORIGIN --subdirs $SUBDIRS - working-directory: playground/infrastructure - - - name: Run Python Examples CD - run: | - K8S_SERVER_ADDRESS=$(kubectl get svc -n $K8S_NAMESPACE -l "app=service-python" -o jsonpath='{.items[0].status.loadBalancer.ingress[0].ip}') - export SERVER_ADDRESS="$K8S_SERVER_ADDRESS:8081" - python3 ci_cd.py --datastore-project $GOOGLE_CLOUD_PROJECT --step CD --sdk SDK_PYTHON --origin $ORIGIN --subdirs $SUBDIRS - working-directory: playground/infrastructure - - - name: Run Go Examples CI - run: | - K8S_SERVER_ADDRESS=$(kubectl get svc -n $K8S_NAMESPACE -l "app=service-go" -o jsonpath='{.items[0].status.loadBalancer.ingress[0].ip}') - export SERVER_ADDRESS="$K8S_SERVER_ADDRESS:8082" - python3 ci_cd.py --datastore-project $GOOGLE_CLOUD_PROJECT --step CI --sdk SDK_GO --origin $ORIGIN --subdirs $SUBDIRS - working-directory: playground/infrastructure - - - name: Run Go Examples CD - run: | - K8S_SERVER_ADDRESS=$(kubectl get svc -n $K8S_NAMESPACE -l "app=service-go" -o jsonpath='{.items[0].status.loadBalancer.ingress[0].ip}') - export SERVER_ADDRESS="$K8S_SERVER_ADDRESS:8082" - python3 ci_cd.py --datastore-project $GOOGLE_CLOUD_PROJECT --step CD --sdk SDK_GO --origin $ORIGIN --subdirs $SUBDIRS - working-directory: playground/infrastructure - - - name: Run Java Examples CI - run: | - K8S_SERVER_ADDRESS=$(kubectl get svc -n $K8S_NAMESPACE -l "app=service-java" -o jsonpath='{.items[0].status.loadBalancer.ingress[0].ip}') - export SERVER_ADDRESS="$K8S_SERVER_ADDRESS:8080" - python3 ci_cd.py --datastore-project $GOOGLE_CLOUD_PROJECT --step CI --sdk SDK_JAVA --origin $ORIGIN --subdirs $SUBDIRS - working-directory: playground/infrastructure - - name: Run Java Examples CD - run: | - K8S_SERVER_ADDRESS=$(kubectl get svc -n $K8S_NAMESPACE -l "app=service-java" -o jsonpath='{.items[0].status.loadBalancer.ingress[0].ip}') - export SERVER_ADDRESS="$K8S_SERVER_ADDRESS:8080" - python3 ci_cd.py --datastore-project $GOOGLE_CLOUD_PROJECT --step CD --sdk SDK_JAVA --origin $ORIGIN --subdirs $SUBDIRS - working-directory: playground/infrastructure - - name: Delete Helm Chart - if: always() - run: | - helm del --namespace $K8S_NAMESPACE $HELM_APP_NAME \ No newline at end of file diff --git a/.github/workflows/playground_examples_cd_reusable.yml b/.github/workflows/playground_examples_cd_reusable.yml deleted file mode 100644 index 4c5b42e70e29a..0000000000000 --- a/.github/workflows/playground_examples_cd_reusable.yml +++ /dev/null @@ -1,77 +0,0 @@ -# Licensed to the Apache Software Foundation (ASF) under one or more -# contributor license agreements. See the NOTICE file distributed with -# this work for additional information regarding copyright ownership. -# The ASF licenses this file to You under the Apache License, Version 2.0 -# (the "License"); you may not use this file except in compliance with -# the License. You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -name: Playground Examples CD for a given SDK and origin - -on: - workflow_call: - inputs: - sdk: - type: string - required: true - subdirs: - type: string - required: true - origin: - type: string - required: true - secrets: - project_id: - required: true - sa_key_content: - required: true - -jobs: - cd: - name: CD ${{ inputs.sdk }} ${{ inputs.origin }} - runs-on: ubuntu-latest - env: - ORIGIN: ${{ inputs.origin }} - SDK: ${{ inputs.sdk }} - STEP: CD - SUBDIRS: ${{ inputs.subdirs }} - - GOOGLE_APPLICATION_CREDENTIALS: /tmp/gcp_access.json - GOOGLE_CLOUD_PROJECT: ${{ secrets.project_id }} - SA_KEY_CONTENT: ${{ secrets.sa_key_content }} - steps: - - name: Check out the repo - uses: actions/checkout@v3 - - uses: actions/setup-python@v4 - with: - python-version: '3.8' - - name: install deps - run: pip install -r requirements.txt - working-directory: playground/infrastructure - - name: Decode GCP credentials - run: | - echo "$SA_KEY_CONTENT" | base64 -d > $GOOGLE_APPLICATION_CREDENTIALS - - - name: Run ci_cd.py - run: | - python3 ci_cd.py \ - --datastore-project $GOOGLE_CLOUD_PROJECT \ - --step $STEP \ - --sdk SDK_${SDK^^} \ - --origin $ORIGIN \ - --subdirs $SUBDIRS - working-directory: playground/infrastructure - env: - BEAM_ROOT_DIR: "../../" - SDK_CONFIG: "../../playground/sdks.yaml" - BEAM_EXAMPLE_CATEGORIES: "../categories.yaml" - SERVER_ADDRESS: https://backend-${{ env.SDK }}-beta-dot-apache-beam-testing.appspot.com - BEAM_USE_WEBGRPC: yes - BEAM_CONCURRENCY: 4 diff --git a/.github/workflows/playground_examples_ci.yml b/.github/workflows/playground_examples_ci.yml deleted file mode 100644 index 2dbd6a8835bfe..0000000000000 --- a/.github/workflows/playground_examples_ci.yml +++ /dev/null @@ -1,51 +0,0 @@ -# Licensed to the Apache Software Foundation (ASF) under one or more -# contributor license agreements. See the NOTICE file distributed with -# this work for additional information regarding copyright ownership. -# The ASF licenses this file to You under the Apache License, Version 2.0 -# (the "License"); you may not use this file except in compliance with -# the License. You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -name: Playground Examples CI - -on: - workflow_dispatch: - pull_request: - paths: - - .github/workflows/playground_examples_ci_reusable.yml - - .github/workflows/playground_examples_ci.yml - - playground/backend/** - - playground/infrastructure/** - - learning/katas/** - - examples/** - - sdks/** -# This allows a subsequently queued workflow run to interrupt previous runs -concurrency: - group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' - cancel-in-progress: true -jobs: - check: - strategy: - matrix: - sdk: ["java", "python", "go"] - # run sequentially - max-parallel: 1 - uses: ./.github/workflows/playground_examples_ci_reusable.yml - with: - sdk: ${{ matrix.sdk }} - step: CI - origin: PG_EXAMPLES - subdirs: ./learning/katas ./examples ./sdks - # unfortunately, there's no input type for list - allowlist: | - .github/workflows/playground_examples_ci_reusable.yml \ - .github/workflows/playground_examples_ci.yml \ - playground/backend \ - playground/infrastructure \ diff --git a/.github/workflows/playground_examples_ci_reusable.yml b/.github/workflows/playground_examples_ci_reusable.yml deleted file mode 100644 index 702d89e1fe21f..0000000000000 --- a/.github/workflows/playground_examples_ci_reusable.yml +++ /dev/null @@ -1,201 +0,0 @@ -# Licensed to the Apache Software Foundation (ASF) under one or more -# contributor license agreements. See the NOTICE file distributed with -# this work for additional information regarding copyright ownership. -# The ASF licenses this file to You under the Apache License, Version 2.0 -# (the "License"); you may not use this file except in compliance with -# the License. You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -name: Playground Examples CI/CD for a given SDK and origin - -on: - workflow_call: - inputs: - step: - type: string - required: true - sdk: - type: string - required: true - subdirs: - type: string - required: true - allowlist: - type: string - required: true - origin: - type: string - required: true -env: - BEAM_VERSION: 2.44.0 -jobs: - check_has_examples: - name: pre-check - runs-on: ubuntu-latest - outputs: - example_has_changed: ${{ steps.check_has_example.outputs.example_has_changed }} - env: - SDK: ${{ inputs.sdk }} - steps: - - name: Check out the repo - uses: actions/checkout@v3 - with: - fetch-depth: 0 - - uses: actions/setup-python@v4 - with: - python-version: '3.8' - - name: install deps - run: pip install -r requirements.txt - working-directory: playground/infrastructure - - name: pytest - run: pytest - working-directory: playground/infrastructure - - - name: get Difference - id: check_file_changed - run: | - set -xeu - # define the base ref - BASE_REF=$GITHUB_BASE_REF - if [ -z "$BASE_REF" ] || [ "$BASE_REF" == "master" ]; then - BASE_REF=origin/master - fi - DIFF=$(git diff --name-only $BASE_REF $GITHUB_SHA | tr '\n' ' ') - echo "example_diff=$DIFF" >> $GITHUB_OUTPUT - - id: check_has_example - name: has Examples - run: | - # don't quit on errors, check unbound vars, and show commands - set +e -ux - python3 checker.py \ - --verbose \ - --sdk SDK_${SDK^^} \ - --allowlist ${{ inputs.allowlist }} \ - --paths ${{ steps.check_file_changed.outputs.example_diff }} - CODE=$? - if [ $CODE -eq 0 ]; then - echo "example_has_changed=True" >> $GITHUB_OUTPUT - elif [ $CODE -eq 11 ]; then - echo "example_has_changed=False" >> $GITHUB_OUTPUT - else - echo "checker is broken" - exit 1 - fi - working-directory: playground/infrastructure - env: - BEAM_ROOT_DIR: "../.." - BEAM_EXAMPLE_CATEGORIES: "../categories.yaml" - - ci_cd: - name: ${{ inputs.step }} ${{ inputs.sdk }} ${{ inputs.origin }} - needs: [ check_has_examples ] - if: needs.check_has_examples.outputs.example_has_changed == 'True' - runs-on: ubuntu-latest - env: - ORIGIN: ${{ inputs.origin }} - SDK: ${{ inputs.sdk }} - STEP: ${{ inputs.step }} - SUBDIRS: ${{ inputs.subdirs }} - steps: - - name: Check out the repo - uses: actions/checkout@v3 - - - uses: actions/setup-python@v4 - with: - python-version: '3.8' - - uses: actions/setup-java@v3.8.0 - with: - distribution: 'zulu' - java-version: '11' - - - name: install deps - run: pip install -r requirements.txt - working-directory: playground/infrastructure - - - name: Remove default github maven configuration - # This step is a workaround to avoid a decryption issue - run: rm ~/.m2/settings.xml - - - name: Set Docker Tag - run: echo "DOCKERTAG=${GITHUB_SHA}" >> $GITHUB_ENV - - name: Set Docker Tag If Github Tag was trigger - run: echo "DOCKERTAG=${GITHUB_REF#refs/*/}" >> $GITHUB_ENV - if: startsWith(github.ref, 'refs/tags/') - - - name: Setup Gradle - uses: gradle/gradle-build-action@v2 - with: - cache-read-only: false - - - name: Build an SDK runner base image and set SDK_TAG if needed - run: | - set -uex - # TODO make this a part of playground:backend:containers:python:docker task - if [ "$SDK" == "python" ]; then - # builds apache/beam_python3.10_sdk:$DOCKERTAG image - ./gradlew -i :sdks:python:container:py310:docker -Pdocker-tag="$DOCKERTAG" -Pdocker-pull-licenses=true - # and set SDK_TAG to DOCKERTAG so that the next step would find it - echo "SDK_TAG=${DOCKERTAG}" >> $GITHUB_ENV - fi - - - name: Build SDK Backend Docker image - run: | - set -ex - opts=" -Pdocker-tag=$DOCKERTAG" - if [ -n "$SDK_TAG" ]; then - opts="$opts -Psdk-tag=$SDK_TAG" - fi - if [ "$SDK" == "java" ]; then - # Java uses a fixed BEAM_VERSION - opts="$opts -Psdk-tag=$BEAM_VERSION" - fi - - # by default (w/o -Psdk-tag) runner uses BEAM from local ./sdks - # TODO Java SDK doesn't, it uses 2.44.0, fix this - ./gradlew -i playground:backend:containers:$SDK:docker $opts - - - name: Set docker image - run: echo "IMAGE_TAG=apache/beam_playground-backend-$SDK:$DOCKERTAG" >> $GITHUB_ENV - - - name: Start SDK runner in background - run: | - set -uex - NAME=$(docker run -d --rm -p 8080:8080 -e PROTOCOL_TYPE=TCP $IMAGE_TAG) - echo "NAME=$NAME" >> $GITHUB_ENV - - - name: Run ci_cd.py - run: | - python3 ci_cd.py \ - --step $STEP \ - --sdk SDK_${SDK^^} \ - --origin $ORIGIN \ - --subdirs $SUBDIRS - working-directory: playground/infrastructure - env: - BEAM_ROOT_DIR: "../../" - SDK_CONFIG: "../../playground/sdks.yaml" - BEAM_EXAMPLE_CATEGORIES: "../categories.yaml" - SERVER_ADDRESS: localhost:8080 - BEAM_CONCURRENCY: 4 - - - name: Get SDK runner logs - if: ${{ always() }} - run: | - [ -n "$NAME" ] && docker logs $NAME - - - name: Stop/remove SDK runner - if: ${{ always() }} - run: | - [ -n "$NAME" ] && docker rm -f $NAME - - - name: Delete Docker image - if: ${{ always() }} - run: | - docker image rm -f $IMAGE_TAG diff --git a/.github/workflows/playground_frontend_test.yml b/.github/workflows/playground_frontend_test.yml index 3a09148c06c2b..7d5287ea5a11a 100644 --- a/.github/workflows/playground_frontend_test.yml +++ b/.github/workflows/playground_frontend_test.yml @@ -37,7 +37,7 @@ jobs: runs-on: ubuntu-latest env: - FLUTTER_VERSION: '3.10.2' + FLUTTER_VERSION: '3.10.4' steps: - uses: actions/checkout@v3 diff --git a/.github/workflows/python_dependency_tests.yml b/.github/workflows/python_dependency_tests.yml index daf30b4bae9c0..809a422c9e87e 100644 --- a/.github/workflows/python_dependency_tests.yml +++ b/.github/workflows/python_dependency_tests.yml @@ -26,7 +26,6 @@ jobs: matrix: os: [ubuntu-latest] params: [ - {"py_ver": "3.7", "py_env": "py37"}, {"py_ver": "3.8", "py_env": "py38"}, {"py_ver": "3.9", "py_env": "py39"}, {"py_ver": "3.10", "py_env": "py310" }, diff --git a/.github/workflows/python_tests.yml b/.github/workflows/python_tests.yml index 819330d394ad6..0ce07c9e68f63 100644 --- a/.github/workflows/python_tests.yml +++ b/.github/workflows/python_tests.yml @@ -77,7 +77,7 @@ jobs: - name: Install python uses: actions/setup-python@v4 with: - python-version: 3.7 + python-version: 3.8 - name: Get build dependencies working-directory: ./sdks/python run: pip install pip setuptools --upgrade && pip install -r build-requirements.txt @@ -101,7 +101,6 @@ jobs: matrix: os: [ubuntu-latest, macos-latest, windows-latest] params: [ - {"py_ver": "3.7", "tox_env": "py37"}, {"py_ver": "3.8", "tox_env": "py38"}, {"py_ver": "3.9", "tox_env": "py39"}, {"py_ver": "3.10", "tox_env": "py310" }, @@ -141,7 +140,7 @@ jobs: fail-fast: false matrix: os: [ubuntu-latest, macos-latest, windows-latest] - python: ["3.7", "3.8", "3.9", "3.10", "3.11"] + python: ["3.8", "3.9", "3.10", "3.11"] steps: - name: Checkout code uses: actions/checkout@v3 @@ -169,7 +168,7 @@ jobs: fail-fast: false matrix: os: [ubuntu-latest, macos-latest, windows-latest] - python: ["3.7", "3.8", "3.9", "3.10", "3.11"] + python: ["3.8", "3.9", "3.10", "3.11"] steps: - name: Checkout code uses: actions/checkout@v3 @@ -178,7 +177,7 @@ jobs: with: python-version: ${{ matrix.python }} - name: Install go - uses: actions/setup-go@v3 + uses: actions/setup-go@v4 with: go-version: '1.20' - name: Download source from artifacts diff --git a/.github/workflows/run_perf_alert_tool.yml b/.github/workflows/run_perf_alert_tool.yml index 510db83f86908..1cdcd858e61a8 100644 --- a/.github/workflows/run_perf_alert_tool.yml +++ b/.github/workflows/run_perf_alert_tool.yml @@ -23,6 +23,10 @@ on: workflow_dispatch: schedule: - cron: '5 22 * * *' + pull_request: + branches: ['master'] + tags: 'v*' + paths: ['sdks/python/apache_beam/testing/**'] jobs: python_run_change_point_analysis: name: Run Change Point Analysis. @@ -37,6 +41,7 @@ jobs: with: python-version: 3.8 - name: Authenticate on GCP + if: github.event_name != 'pull_request' uses: google-github-actions/setup-gcloud@v0 with: service_account_key: ${{ secrets.GCP_SA_KEY }} @@ -55,6 +60,7 @@ jobs: working-directory: ./sdks/python/apache_beam/testing/analyzers shell: bash run: python perf_analysis.py + if: github.event_name != 'pull_request' env: GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} - name: Run change point analysis tests. diff --git a/.github/workflows/run_rc_validation.yml b/.github/workflows/run_rc_validation.yml index 7a98942eed1fa..720150b57450b 100644 --- a/.github/workflows/run_rc_validation.yml +++ b/.github/workflows/run_rc_validation.yml @@ -92,8 +92,8 @@ jobs: - name: Create Pull Request run: | git checkout -b ${{env.WORKING_BRANCH}} ${{ env.RC_TAG }} --quiet - touch empty_file.txt - git add empty_file.txt + touch empty_file.json + git add empty_file.json git commit -m "Add empty file in order to create PR" --quiet git push origin ${{env.WORKING_BRANCH}} --quiet GITHUB_PR_URL=$(gh pr create -B ${{env.RELEASE_BRANCH}} -H ${{env.WORKING_BRANCH}} -t"[DO NOT MERGE] Run Python RC Validation Tests" -b "PR to run Python ReleaseCandidate Jenkins Job.") diff --git a/.github/workflows/stale.yml b/.github/workflows/stale.yml index 487eee650885b..959b2009aa4ad 100644 --- a/.github/workflows/stale.yml +++ b/.github/workflows/stale.yml @@ -28,7 +28,7 @@ jobs: issues: write pull-requests: write steps: - - uses: actions/stale@v6 + - uses: actions/stale@v8 with: repo-token: ${{ secrets.GITHUB_TOKEN }} stale-pr-message: 'This pull request has been marked as stale due to 60 days of inactivity. It will be closed in 1 week if no further activity occurs. If you think that’s incorrect or this pull request requires a review, please simply write any comment. If closed, you can revive the PR at any time and @mention a reviewer or discuss it on the dev@beam.apache.org list. Thank you for your contributions.' diff --git a/.github/workflows/tour_of_beam_backend.yml b/.github/workflows/tour_of_beam_backend.yml index c87f962cc3947..f54277318cd4c 100644 --- a/.github/workflows/tour_of_beam_backend.yml +++ b/.github/workflows/tour_of_beam_backend.yml @@ -42,7 +42,7 @@ jobs: working-directory: ./learning/tour-of-beam/backend steps: - uses: actions/checkout@v3 - - uses: actions/setup-go@v3 + - uses: actions/setup-go@v4 with: # pin to the biggest Go version supported by Cloud Functions runtime go-version: '1.16' diff --git a/.github/workflows/tour_of_beam_backend_integration.yml b/.github/workflows/tour_of_beam_backend_integration.yml index d43af660221c4..a566cb2aa52b0 100644 --- a/.github/workflows/tour_of_beam_backend_integration.yml +++ b/.github/workflows/tour_of_beam_backend_integration.yml @@ -70,7 +70,7 @@ jobs: working-directory: ./learning/tour-of-beam/backend steps: - uses: actions/checkout@v3 - - uses: actions/setup-go@v3 + - uses: actions/setup-go@v4 with: # pin to the biggest Go version supported by Cloud Functions runtime go-version: '1.16' diff --git a/.github/workflows/tour_of_beam_examples_ci.yml b/.github/workflows/tour_of_beam_examples_ci.yml deleted file mode 100644 index 5494eb3cfe4dc..0000000000000 --- a/.github/workflows/tour_of_beam_examples_ci.yml +++ /dev/null @@ -1,47 +0,0 @@ -# Licensed to the Apache Software Foundation (ASF) under one or more -# contributor license agreements. See the NOTICE file distributed with -# this work for additional information regarding copyright ownership. -# The ASF licenses this file to You under the Apache License, Version 2.0 -# (the "License"); you may not use this file except in compliance with -# the License. You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -name: Tour Of Beam Examples CI - -on: - pull_request: - paths: - - .github/workflows/playground_examples_ci_reusable.yml - - .github/workflows/tour_of_beam_examples_ci.yml - - playground/backend/** - - playground/infrastructure/** - - learning/tour-of-beam/learning-content/** -# This allows a subsequently queued workflow run to interrupt previous runs -concurrency: - group: '${{ github.workflow }} @ ${{ github.event.pull_request.head.label || github.head_ref || github.ref }}' - cancel-in-progress: true -jobs: - check_examples: - strategy: - matrix: - sdk: ["python", "go", "java"] - # run sequentially - max-parallel: 1 - uses: ./.github/workflows/playground_examples_ci_reusable.yml - with: - sdk: ${{ matrix.sdk }} - step: CI - origin: TB_EXAMPLES - subdirs: "./learning/tour-of-beam/learning-content" - allowlist: | - .github/workflows/playground_examples_ci_reusable.yml \ - .github/workflows/tour_of_beam_examples_ci.yml \ - playground/backend \ - playground/infrastructure \ diff --git a/.github/workflows/tour_of_beam_frontend_test.yml b/.github/workflows/tour_of_beam_frontend_test.yml index ab6f9bc9c8b7d..1bd416e89e4c9 100644 --- a/.github/workflows/tour_of_beam_frontend_test.yml +++ b/.github/workflows/tour_of_beam_frontend_test.yml @@ -35,11 +35,11 @@ concurrency: jobs: tour_of_beam_test: - name: Tour of Beam Test + name: Tour of Beam Frontend Test runs-on: ubuntu-latest env: - FLUTTER_VERSION: '3.10.2' + FLUTTER_VERSION: '3.10.4' steps: - uses: actions/checkout@v3 diff --git a/.gitignore b/.gitignore index 5046b64fb4bf7..d69995de84ecf 100644 --- a/.gitignore +++ b/.gitignore @@ -140,3 +140,6 @@ playground/cloudfunction.zip # Ignore Katas auto-generated files **/*-remote-info.yaml + +# Exception to .gitignore .test-infra/pipelines related files +!.test-infra/pipelines/**/apache-beam-testing.tfvars diff --git a/.test-infra/jenkins/CommonJobProperties.groovy b/.test-infra/jenkins/CommonJobProperties.groovy index 36481715cb8f5..93c81ff9af30c 100644 --- a/.test-infra/jenkins/CommonJobProperties.groovy +++ b/.test-infra/jenkins/CommonJobProperties.groovy @@ -108,7 +108,7 @@ class CommonJobProperties { credentialsBinding { string("CODECOV_TOKEN", "beam-codecov-token") string("COVERALLS_REPO_TOKEN", "beam-coveralls-token") - string("GRADLE_ENTERPRISE_ACCESS_KEY", "GE_ACCESS_TOKEN") + usernamePassword("GRADLE_ENTERPRISE_CACHE_USERNAME", "GRADLE_ENTERPRISE_CACHE_PASSWORD", "beam_cache_node_credentials") } timestamps() colorizeOutput() diff --git a/.test-infra/jenkins/PythonTestProperties.groovy b/.test-infra/jenkins/PythonTestProperties.groovy index 1ebf7cc84a87f..98257a6e1c288 100644 --- a/.test-infra/jenkins/PythonTestProperties.groovy +++ b/.test-infra/jenkins/PythonTestProperties.groovy @@ -20,7 +20,6 @@ class PythonTestProperties { // Indicates all supported Python versions. // This must be sorted in ascending order. final static List ALL_SUPPORTED_VERSIONS = [ - '3.7', '3.8', '3.9', '3.10', @@ -38,9 +37,9 @@ class PythonTestProperties { final static List CROSS_LANGUAGE_VALIDATES_RUNNER_PYTHON_VERSIONS = ESSENTIAL_VERSIONS final static List CROSS_LANGUAGE_VALIDATES_RUNNER_DATAFLOW_USING_SQL_PYTHON_VERSIONS = [HIGHEST_SUPPORTED] final static List VALIDATES_CONTAINER_DATAFLOW_PYTHON_VERSIONS = ALL_SUPPORTED_VERSIONS - final static String LOAD_TEST_PYTHON_VERSION = '3.7' + final static String LOAD_TEST_PYTHON_VERSION = '3.8' final static String RUN_INFERENCE_TEST_PYTHON_VERSION = '3.8' - final static String CHICAGO_TAXI_EXAMPLE_FLINK_PYTHON_VERSION = '3.7' + final static String CHICAGO_TAXI_EXAMPLE_FLINK_PYTHON_VERSION = '3.8' // Use for various shell scripts triggered by Jenkins. // Gradle scripts should use project.ext.pythonVersion defined by PythonNature/BeamModulePlugin. final static String DEFAULT_INTERPRETER = 'python3.8' diff --git a/.test-infra/jenkins/README.md b/.test-infra/jenkins/README.md index bdd3f2577ae1c..02cddfdc65c7b 100644 --- a/.test-infra/jenkins/README.md +++ b/.test-infra/jenkins/README.md @@ -148,7 +148,6 @@ Beam Jenkins overview page: [link](https://ci-beam.apache.org/) | beam_PostCommit_PortableJar_Spark | [cron](https://ci-beam.apache.org/view/PostCommit/job/beam_PostCommit_PortableJar_Spark/), [phrase](https://ci-beam.apache.org/view/PostCommit/job/beam_PostCommit_PortableJar_Spark_PR/) | `Run PortableJar_Spark PostCommit` | [![Build Status](https://ci-beam.apache.org/view/PostCommit/job/beam_PostCommit_PortableJar_Spark/badge/icon)](https://ci-beam.apache.org/view/PostCommit/job/beam_PostCommit_PortableJar_Spark/) | | beam_PostCommit_Java_Sickbay | [cron](https://ci-beam.apache.org/view/PostCommit/job/beam_PostCommit_Java_Sickbay/), [phrase](https://ci-beam.apache.org/view/PostCommit/job/beam_PostCommit_Java_Sickbay_PR/) | `Run Java Sickbay` | [![Build Status](https://ci-beam.apache.org/view/PostCommit/job/beam_PostCommit_Java_Sickbay/badge/icon)](https://ci-beam.apache.org/view/PostCommit/job/beam_PostCommit_Java_Sickbay/) | | beam_PostCommit_Py_VR_Dataflow | [cron](https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow/), [phrase](https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow_PR/) | `Run Python Dataflow ValidatesRunner` | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow) | -| beam_PostCommit_Py_VR_Dataflow_V2 | [cron](https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow_V2/), [phrase](https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow_V2_PR/) | `Run Python Dataflow V2 ValidatesRunner` | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow_V2/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Py_VR_Dataflow_V2) | | beam_PostCommit_Py_ValCont | [cron](https://ci-beam.apache.org/job/beam_PostCommit_Py_ValCont/), [phrase](https://ci-beam.apache.org/job/beam_PostCommit_Py_ValCont_PR/) | `Run Python Dataflow ValidatesContainer` | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Py_ValCont/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Py_ValCont) | | beam_PostCommit_Python_VR_Flink | [cron](https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Flink/), [phrase](https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Flink_PR/) | `Run Python Flink ValidatesRunner` | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Flink/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Flink) | | beam_PostCommit_Python_VR_Samza | [cron](https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Samza/), [phrase](https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Samza_PR/) | `Run Python Samza ValidatesRunner` | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Samza/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Samza) | @@ -163,12 +162,10 @@ Beam Jenkins overview page: [link](https://ci-beam.apache.org/) | beam_PostCommit_Python_VR_Spark | [cron](https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Spark/), [phrase](https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Spark/) | `Run Python Spark ValidatesRunner` | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Spark/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Python_VR_Spark) | | beam_PostCommit_Python_Xlang_Gcp_Direct | [cron](https://ci-beam.apache.org/job/beam_PostCommit_Python_Xlang_Gcp_Direct/), [phrase](https://ci-beam.apache.org/job/beam_PostCommit_Python_Xlang_Gcp_Direct_PR/) | `Run Python_Xlang_Gcp_Direct PostCommit` | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Python_Xlang_Gcp_Direct/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Python_Xlang_Gcp_Direct/) | | beam_PostCommit_Python_Xlang_Gcp_Dataflow | [cron](https://ci-beam.apache.org/job/beam_PostCommit_Python_Xlang_Gcp_Dataflow/), [phrase](https://ci-beam.apache.org/job/beam_PostCommit_Python_Xlang_Gcp_Dataflow_PR/) | `Run Python_Xlang_Gcp_Dataflow PostCommit` | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Python_Xlang_Gcp_Dataflow/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Python_Xlang_Gcp_Dataflow/) | -| beam_PostCommit_Python37 | [cron](https://ci-beam.apache.org/job/beam_PostCommit_Python37), [phrase](https://ci-beam.apache.org/job/beam_PostCommit_Python37_PR/) | `Run Python 3.7 PostCommit` | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Python37/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Python37) | | beam_PostCommit_Python38 | [cron](https://ci-beam.apache.org/job/beam_PostCommit_Python38), [phrase](https://ci-beam.apache.org/job/beam_PostCommit_Python38_PR/) | `Run Python 3.8 PostCommit` | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Python38/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Python38) | | beam_PostCommit_Python39 | [cron](https://ci-beam.apache.org/job/beam_PostCommit_Python39), [phrase](https://ci-beam.apache.org/job/beam_PostCommit_Python39_PR/) | `Run Python 3.9 PostCommit` | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Python39/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Python39) | | beam_PostCommit_Python310 | [cron](https://ci-beam.apache.org/job/beam_PostCommit_Python310), [phrase](https://ci-beam.apache.org/job/beam_PostCommit_Python310_PR/) | `Run Python 3.10 PostCommit` | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Python310/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Python310) | | beam_PostCommit_Python311 | [cron](https://ci-beam.apache.org/job/beam_PostCommit_Python311), [phrase](https://ci-beam.apache.org/job/beam_PostCommit_Python311_PR/) | `Run Python 3.11 PostCommit` | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Python311/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Python311) | -| beam_PostCommit_Sickbay_Python37 | [cron](https://ci-beam.apache.org/job/beam_PostCommit_Sickbay_Python37), [phrase](https://ci-beam.apache.org/job/beam_PostCommit_SickBay_Python37_PR/) | `Run Python 3.7 PostCommit Sickbay tests` | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Sickbay_Python37/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Sickbay_Python37) | | beam_PostCommit_Sickbay_Python38 | [cron](https://ci-beam.apache.org/job/beam_PostCommit_Sickbay_Python38), [phrase](https://ci-beam.apache.org/job/beam_PostCommit_SickBay_Python38_PR/) | `Run Python 3.8 PostCommit Sickbay tests` | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Sickbay_Python38/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Sickbay_Python38) | | beam_PostCommit_Sickbay_Python39 | [cron](https://ci-beam.apache.org/job/beam_PostCommit_Sickbay_Python39), [phrase](https://ci-beam.apache.org/job/beam_PostCommit_SickBay_Python39_PR/) | `Run Python 3.9 PostCommit Sickbay tests` | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Sickbay_Python39/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Sickbay_Python39) | | beam_PostCommit_Sickbay_Python310 | [cron](https://ci-beam.apache.org/job/beam_PostCommit_Sickbay_Python310), [phrase](https://ci-beam.apache.org/job/beam_PostCommit_SickBay_Python310_PR/) | `Run Python 3.10 PostCommit Sickbay tests` | [![Build Status](https://ci-beam.apache.org/job/beam_PostCommit_Sickbay_Python310/badge/icon)](https://ci-beam.apache.org/job/beam_PostCommit_Sickbay_Python310) | @@ -202,7 +199,7 @@ Beam Jenkins overview page: [link](https://ci-beam.apache.org/) | beam_PerformanceTests_SparkReceiver_IO | [cron](https://ci-beam.apache.org/job/beam_PerformanceTests_SparkReceiver_IO/) | `Run Java SparkReceiverIO Performance Test` | [![Build Status](https://ci-beam.apache.org/job/beam_PerformanceTests_SparkReceiver_IO/badge/icon)](https://ci-beam.apache.org/job/beam_PerformanceTests_SparkReceiver_IO) | | beam_PerformanceTests_TFRecordIOIT | [cron](https://ci-beam.apache.org/job/beam_PerformanceTests_TFRecordIOIT/) | `Run Java TFRecordIO Performance Test` | [![Build Status](https://ci-beam.apache.org/job/beam_PerformanceTests_TFRecordIOIT/badge/icon)](https://ci-beam.apache.org/job/beam_PerformanceTests_TFRecordIOIT) | | beam_PerformanceTests_TextIOIT | [cron](https://ci-beam.apache.org/job/beam_PerformanceTests_TextIOIT/), [hdfs_cron](https://ci-beam.apache.org/job/beam_PerformanceTests_TextIOIT_HDFS/) | `Run Java TextIO Performance Test` | [![Build Status](https://ci-beam.apache.org/job/beam_PerformanceTests_TextIOIT/badge/icon)](https://ci-beam.apache.org/job/beam_PerformanceTests_TextIOIT) [![Build Status](https://ci-beam.apache.org/job/beam_PerformanceTests_TextIOIT_HDFS/badge/icon)](https://ci-beam.apache.org/job/beam_PerformanceTests_TextIOIT_HDFS) | -| beam_PerformanceTests_WordCountIT_Py37 | [cron](https://ci-beam.apache.org/job/beam_PerformanceTests_WordCountIT_Py37/) | `Run Python37 WordCountIT Performance Test` | [![Build Status](https://ci-beam.apache.org/job/beam_PerformanceTests_WordCountIT_Py37/badge/icon)](https://ci-beam.apache.org/job/beam_PerformanceTests_WordCountIT_Py37) | +| beam_PerformanceTests_WordCountIT_Py38 | [cron](https://ci-beam.apache.org/job/beam_PerformanceTests_WordCountIT_Py38/) | `Run Python38 WordCountIT Performance Test` | [![Build Status](https://ci-beam.apache.org/job/beam_PerformanceTests_WordCountIT_Py38/badge/icon)](https://ci-beam.apache.org/job/beam_PerformanceTests_WordCountIT_Py38) | | beam_PerformanceTests_XmlIOIT | [cron](https://ci-beam.apache.org/job/beam_PerformanceTests_XmlIOIT/), [hdfs_cron](https://ci-beam.apache.org/job/beam_PerformanceTests_XmlIOIT_HDFS/) | `Run Java XmlIO Performance Test` | [![Build Status](https://ci-beam.apache.org/job/beam_PerformanceTests_XmlIOIT/badge/icon)](https://ci-beam.apache.org/job/beam_PerformanceTests_XmlIOIT) [![Build Status](https://ci-beam.apache.org/job/beam_PerformanceTests_XmlIOIT_HDFS/badge/icon)](https://ci-beam.apache.org/job/beam_PerformanceTests_XmlIOIT_HDFS) | | beam_PerformanceTests_SQLBigQueryIO_Batch_Java | [cron](https://ci-beam.apache.org/job/beam_PerformanceTests_SQLBigQueryIO_Batch_Java/) | `Run SQLBigQueryIO Batch Performance Test Java` | [![Build Status](https://ci-beam.apache.org/job/beam_PerformanceTests_SQLBigQueryIO_Batch_Java/badge/icon)](https://ci-beam.apache.org/job/beam_PerformanceTests_SQLBigQueryIO_Batch_Java/) | | beam_Java_JMH | [cron](https://ci-beam.apache.org/job/beam_Java_JMH/) | | [![Build Status](https://ci-beam.apache.org/job/beam_Java_JMH/badge/icon)](https://ci-beam.apache.org/job/beam_Java_JMH/) | @@ -285,7 +282,6 @@ Beam Jenkins overview page: [link](https://ci-beam.apache.org/) | Name | Link | PR Trigger Phrase | Cron Status | |------|------|-------------------|-------------| -| beam_Dependency_Check | [cron](https://ci-beam.apache.org/job/beam_Dependency_Check/) | `Run Dependency Check` | [![Build Status](https://ci-beam.apache.org/job/beam_Dependency_Check/badge/icon)](https://ci-beam.apache.org/job/beam_Dependency_Check) | | beam_Metrics_Report | [cron](https://ci-beam.apache.org/job/beam_Metrics_Report/) | `Run Metrics Report` | [![Build Status](https://ci-beam.apache.org/job/beam_Metrics_Report/badge/icon)](https://ci-beam.apache.org/job/beam_Metrics_Report) | | beam_Release_NightlySnapshot | [cron](https://ci-beam.apache.org/job/beam_Release_NightlySnapshot/) | `Run Gradle Publish` | [![Build Status](https://ci-beam.apache.org/job/beam_Release_NightlySnapshot/badge/icon)](https://ci-beam.apache.org/job/beam_Release_NightlySnapshot) | | beam_Release_Python_NightlySnapshot | [cron](https://ci-beam.apache.org/job/beam_Release_Python_NightlySnapshot/) | `Run Python Publish` | [![Build Status](https://ci-beam.apache.org/job/beam_Release_Python_NightlySnapshot/badge/icon)](https://ci-beam.apache.org/job/beam_Release_Python_NightlySnapshot) | @@ -299,7 +295,6 @@ Beam Jenkins overview page: [link](https://ci-beam.apache.org/) | beam_Publish_Beam_SDK_Snapshots | [cron](https://ci-beam.apache.org/job/beam_Publish_Beam_SDK_Snapshots/)| N/A | [![Build Status](https://ci-beam.apache.org/job/beam_Publish_Beam_SDK_Snapshots/badge/icon)](https://ci-beam.apache.org/job/beam_Publish_Beam_SDK_Snapshots/) | | beam_Publish_Docker_Snapshots | [cron](https://ci-beam.apache.org/job/beam_Publish_Docker_Snapshots/)| N/A | [![Build Status](https://ci-beam.apache.org/job/beam_Publish_Docker_Snapshots/badge/icon)](https://ci-beam.apache.org/job/beam_Publish_Docker_Snapshots/) | | beam_PostRelease_Python_Candidate | [cron](https://ci-beam.apache.org/job/beam_PostRelease_Python_Candidate/)| `Run Python ReleaseCandidate` | [![Build Status](https://ci-beam.apache.org/job/beam_PostRelease_Python_Candidate/badge/icon)](https://ci-beam.apache.org/job/beam_PostRelease_Python_Candidate/) | -| beam_Release_Gradle_Build | [cron](https://ci-beam.apache.org/job/beam_Release_Gradle_Build/) | `Run Release Gradle Build` | [![Build Status](https://ci-beam.apache.org/job/beam_Release_Gradle_Build/badge/icon)](https://ci-beam.apache.org/job/beam_Release_Gradle_Build/) ### Notes: @@ -309,4 +304,4 @@ Beam Jenkins overview page: [link](https://ci-beam.apache.org/) retest this please ``` -* Last update (mm/dd/yyyy): 04/04/2022 +* Last update (mm/dd/yyyy): 06/20/2022 diff --git a/.test-infra/jenkins/dependency_check/bigquery_client_utils.py b/.test-infra/jenkins/dependency_check/bigquery_client_utils.py deleted file mode 100644 index f7cd0fe24b9e4..0000000000000 --- a/.test-infra/jenkins/dependency_check/bigquery_client_utils.py +++ /dev/null @@ -1,149 +0,0 @@ -from __future__ import print_function -# -# Licensed to the Apache Software Foundation (ASF) under one or more -# contributor license agreements. See the NOTICE file distributed with -# this work for additional information regarding copyright ownership. -# The ASF licenses this file to You under the Apache License, Version 2.0 -# (the "License"); you may not use this file except in compliance with -# the License. You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# - -import datetime -import logging -from google.cloud import bigquery - -logging.getLogger().setLevel(logging.INFO) - -class BigQueryClientUtils: - - def __init__(self, project_id, dataset_id, table_id): - self.project_id = project_id - self.dataset_id = dataset_id - self.table_id = table_id - self.bigquery_client = bigquery.Client(project_id) - self.table_ref = self.bigquery_client.dataset(dataset_id).table(table_id) - self.table = self.bigquery_client.get_table(self.table_ref) - - - def query_dep_info_by_version(self, dep, version): - """ - Query for dependency information of a specific version - Args: - dep, version - Return: - release_date, is_currently_used - """ - query = """SELECT release_date, is_currently_used - FROM `{0}.{1}.{2}` - WHERE package_name=\'{3}\' AND version=\'{4}\'""".format(self.project_id, - self.dataset_id, - self.table_id, - dep.strip(), - version.strip()) - - query_job = self.bigquery_client.query(query) - rows = list(query_job) - if len(rows) == 0: - logging.info("Did not find record of dependency {0} with version {1}.".format(dep, version)) - return None, False - assert len(rows) == 1 - logging.info("""Found record of dependency {0} with version {1}: - release date: {2}; is_currently_used: {3}.""".format(dep, version, rows[0]['release_date'], rows[0]['is_currently_used'])) - return rows[0]['release_date'], rows[0]['is_currently_used'] - - - def query_currently_used_dep_info_in_db(self, dep): - """ - Query for the info of the currently used version of a specific dependency - Args: - dep - Return: - version, release_date - """ - query = """SELECT version, release_date - FROM `{0}.{1}.{2}` - WHERE package_name=\'{3}\' AND is_currently_used=True""".format(self.project_id, - self.dataset_id, - self.table_id, - dep.strip()) - - query_job = self.bigquery_client.query(query) - rows = list(query_job) - if len(rows) == 0: - return None, None - assert len(rows) == 1 - return rows[0]['version'], rows[0]['release_date'] - - - def insert_dep_to_table(self, dep, version, release_date, is_currently_used=False): - """ - Add a dependency with version and release date into bigquery table - Args: - dep, version, is_currently_used (default False) - """ - query = """INSERT - `{0}.{1}.{2}` (package_name, version, release_date, is_currently_used) - VALUES (\'{3}\', \'{4}\', \'{5}\', {6})""".format(self.project_id, - self.dataset_id, - self.table_id, - dep.strip(), - version.strip(), - release_date, - is_currently_used) - logging.info("Inserting dep to table: \n {0}".format(query)) - try: - query_job = self.bigquery_client.query(query) - if not query_job.done(): - print(query_job.result()) - except: - raise - - - def delete_dep_from_table(self, dep, version): - """ - Remove a dependency record from the table. - Args: - dep, version - """ - query = """DELETE - FROM `{0}.{1}.{2}` - WHERE package_name=\'{3}\' AND version=\'{4}\'""".format(self.project_id, - self.dataset_id, - self.table_id, - dep.strip(), - version.strip()) - logging.info("Deleting dep from table: \n {0}".format(query)) - try: - query_job = self.bigquery_client.query(query) - if not query_job.done(): - print(query_job.result()) - except: - raise - - - def clean_stale_records_from_table(self): - """ - Remove stale records from the table. A record is stale if it is not currently used and the release date is behind 3 - years. - """ - query = """DELETE - FROM `{0}.{1}.{2}` - WHERE release_date < '{3}'""".format(self.project_id, - self.dataset_id, - self.table_id, - datetime.datetime.today().date() - datetime.timedelta(3*365)) - logging.info("Clean Up Starts") - try: - query_job = self.bigquery_client.query(query) - if not query_job.done(): - logging.error(query_job.result()) - except: - raise diff --git a/.test-infra/jenkins/dependency_check/dependency_check_report_generator.py b/.test-infra/jenkins/dependency_check/dependency_check_report_generator.py deleted file mode 100644 index a7f6035e4e2bc..0000000000000 --- a/.test-infra/jenkins/dependency_check/dependency_check_report_generator.py +++ /dev/null @@ -1,350 +0,0 @@ -#!/usr/bin/env python -# -# Licensed to the Apache Software Foundation (ASF) under one or more -# contributor license agreements. See the NOTICE file distributed with -# this work for additional information regarding copyright ownership. -# The ASF licenses this file to You under the Apache License, Version 2.0 -# (the "License"); you may not use this file except in compliance with -# the License. You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# - -import dependency_check.version_comparer as version_comparer -import logging -import os.path -import re -import requests -import sys -import traceback - -from datetime import datetime -from dependency_check.bigquery_client_utils import BigQueryClientUtils -from dependency_check.report_generator_config import ReportGeneratorConfig -from requests.adapters import HTTPAdapter -from requests.packages.urllib3.util.retry import Retry - - -logging.getLogger().setLevel(logging.INFO) - -class InvalidFormatError(Exception): - def __init__(self, message): - super(InvalidFormatError, self).__init__(message) - - -def extract_results(file_path): - """ - Extract the Java/Python dependency reports and return a collection of out-of-date dependencies. - Args: - file_path: the path of the raw reports - Return: - outdated_deps: a collection of dependencies that has updates - """ - outdated_deps = [] - try: - with open(file_path) as raw_report: - see_oudated_deps = False - for line in raw_report: - if see_oudated_deps: - outdated_deps.append(line) - if line.startswith('The following dependencies have later '): - see_oudated_deps = True - raw_report.close() - return outdated_deps - except: - raise - - -def extract_single_dep(dep): - """ - Extract a single dependency check record from Java and Python reports. - Args: - dep: e.g " - org.assertj:assertj-core [2.5.0 -> 3.10.0]". - Return: - dependency name, current version, latest version. - """ - pattern = " - ([\s\S]*)\[([\s\S]*) -> ([\s\S]*)\]" - match = re.match(pattern, dep) - if match is None: - raise InvalidFormatError("Failed to extract the dependency information: {}".format(dep)) - return match.group(1).strip(), match.group(2).strip(), match.group(3).strip() - - -def prioritize_dependencies(deps, sdk_type): - """ - Extracts and analyze dependency versions and release dates. - Returns a collection of dependencies which is "high priority" in html format: - 1. dependency has major release. e.g org.assertj:assertj-core [2.5.0 -> 3.10.0] - 2. dependency is 3 sub-versions behind the newest one. e.g org.tukaani:xz [1.5 -> 1.8] - 3. dependency has not been updated for more than 6 months. - - Args: - deps: A collection of outdated dependencies. - Return: - high_priority_deps: A collection of dependencies which need to be taken care of before next release. - """ - - project_id = ReportGeneratorConfig.GCLOUD_PROJECT_ID - dataset_id = ReportGeneratorConfig.DATASET_ID - table_id = ReportGeneratorConfig.get_bigquery_table_id(sdk_type) - high_priority_deps = [] - bigquery_client = BigQueryClientUtils(project_id, dataset_id, table_id) - - for dep in deps: - try: - if re.match(r'https?://', dep.lstrip()): - # Gradle-version-plugin's output contains URLs of the libraries - continue - logging.info("\n\nStart processing: " + dep) - dep_name, curr_ver, latest_ver = extract_single_dep(dep) - curr_release_date = None - latest_release_date = None - group_id = None - - if sdk_type == 'Java': - # extract the groupid and artifactid - group_id, artifact_id = dep_name.split(":") - dep_details_url = "{0}/{1}/{2}".format(ReportGeneratorConfig.MAVEN_CENTRAL_URL, group_id, artifact_id) - curr_release_date = find_release_time_from_maven_central(group_id, artifact_id, curr_ver) - latest_release_date = find_release_time_from_maven_central(group_id, artifact_id, latest_ver) - else: - dep_details_url = ReportGeneratorConfig.PYPI_URL + dep_name - curr_release_date = find_release_time_from_python_compatibility_checking_service(dep_name, curr_ver) - latest_release_date = find_release_time_from_python_compatibility_checking_service(dep_name, latest_ver) - - if not curr_release_date or not latest_release_date: - curr_release_date, latest_release_date = query_dependency_release_dates_from_bigquery(bigquery_client, - dep_name, - curr_ver, - latest_ver) - dep_info = """ - {1} - {2} - {3} - {4} - {5}""".format(dep_details_url, - dep_name, - curr_ver, - latest_ver, - curr_release_date, - latest_release_date) - if (version_comparer.compare_dependency_versions(curr_ver, latest_ver) or - compare_dependency_release_dates(curr_release_date, latest_release_date)): - high_priority_deps.append(dep_info) - - except: - traceback.print_exc() - continue - - bigquery_client.clean_stale_records_from_table() - return high_priority_deps - - -def find_release_time_from_maven_central(group_id, artifact_id, version): - """ - Find release dates from Maven Central REST API. - Args: - group_id: - artifact_id: - version: - Return: - release date - """ - url = "http://search.maven.org/solrsearch/select?q=g:{0}+AND+a:{1}+AND+v:{2}".format( - group_id, - artifact_id, - version - ) - logging.info('Finding release date of {0}:{1} {2} from the Maven Central'.format( - group_id, - artifact_id, - version - )) - try: - response = request_session_with_retries().get(url) - if not response.ok: - logging.error("""Failed finding the release date of {0}:{1} {2}. - The response status code is not ok: {3}""".format(group_id, - artifact_id, - version, - str(response.status_code))) - return None - response_data = response.json() - release_timestamp_mills = response_data['response']['docs'][0]['timestamp'] - release_date = datetime.fromtimestamp(release_timestamp_mills/1000).date() - return release_date - except Exception as e: - logging.error("Errors while extracting the release date: " + str(e)) - return None - - -def find_release_time_from_python_compatibility_checking_service(dep_name, version): - """ - Query release dates by using Python compatibility checking service. - Args: - dep_name: - version: - Return: - release date - """ - url = 'http://104.197.8.72/?package={0}=={1}&python-version=2'.format( - dep_name, - version - ) - logging.info('Finding release time of {0} {1} from the python compatibility checking service.'.format( - dep_name, - version - )) - try: - response = request_session_with_retries().get(url) - if not response.ok: - logging.error("""Failed finding the release date of {0} {1}. - The response status code is not ok: {2}""".format(dep_name, - version, - str(response.status_code))) - return None - response_data = response.json() - release_datetime = response_data['dependency_info'][dep_name]['installed_version_time'] - release_date = datetime.strptime(release_datetime, '%Y-%m-%dT%H:%M:%S').date() - return release_date - except Exception as e: - logging.error("Errors while extracting the release date: " + str(e)) - return None - - -def request_session_with_retries(): - """ - Create an http session with retries - """ - session = requests.Session() - retries = Retry(total=3) - session.mount('http://', HTTPAdapter(max_retries=retries)) - session.mount('https://', HTTPAdapter(max_retries=retries)) - return session - - -def query_dependency_release_dates_from_bigquery(bigquery_client, dep_name, curr_ver_in_beam, latest_ver): - """ - Query release dates of current version and the latest version from BQ tables. - Args: - bigquery_client: a bq client object that bundle configurations for API requests - dep_name: dependency name - curr_ver_in_beam: the current version used in beam - latest_ver: the later version - Return: - A tuple that contains `curr_release_date` and `latest_release_date`. - """ - try: - curr_release_date, is_currently_used_bool = bigquery_client.query_dep_info_by_version(dep_name, curr_ver_in_beam) - latest_release_date, _ = bigquery_client.query_dep_info_by_version(dep_name, latest_ver) - date_today = datetime.today().date() - - # sync to the bigquery table on the dependency status of the currently used version. - if not is_currently_used_bool: - currently_used_version_in_db, currently_used_release_date_in_db = bigquery_client.query_currently_used_dep_info_in_db(dep_name) - if currently_used_version_in_db is not None: - bigquery_client.delete_dep_from_table(dep_name, currently_used_version_in_db) - bigquery_client.insert_dep_to_table(dep_name, currently_used_version_in_db, currently_used_release_date_in_db, is_currently_used=False) - if curr_release_date is None: - bigquery_client.insert_dep_to_table(dep_name, curr_ver_in_beam, date_today, is_currently_used=True) - else: - bigquery_client.delete_dep_from_table(dep_name, curr_ver_in_beam) - bigquery_client.insert_dep_to_table(dep_name, curr_ver_in_beam, curr_release_date, is_currently_used=True) - # sync to the bigquery table on the dependency status of the latest version. - if latest_release_date is None: - bigquery_client.insert_dep_to_table(dep_name, latest_ver, date_today, is_currently_used=False) - latest_release_date = date_today - except Exception: - raise - return curr_release_date, latest_release_date - - -def compare_dependency_release_dates(curr_release_date, latest_release_date): - """ - Compare release dates of current using version and the latest version. - Return true if the current version is behind over 60 days. - Args: - curr_release_date - latest_release_date - Return: - boolean - """ - if not curr_release_date or not latest_release_date: - return False - else: - if (latest_release_date - curr_release_date).days >= ReportGeneratorConfig.MAX_STALE_DAYS: - return True - return False - - -def generate_report(sdk_type): - """ - Write SDK dependency check results into a html report. - Args: - sdk_type: String [Java, Python, TODO: Go] - """ - report_name = ReportGeneratorConfig.FINAL_REPORT - raw_report = ReportGeneratorConfig.get_raw_report(sdk_type) - - if os.path.exists(report_name): - append_write = 'a' - else: - append_write = 'w' - - try: - # Extract dependency check results from build/dependencyUpdate - report = open(report_name, append_write) - if os.path.isfile(raw_report): - outdated_deps = extract_results(raw_report) - else: - report.write("Did not find the raw report of dependency check: {}".format(raw_report)) - report.close() - return - - # Prioritize dependencies by comparing versions and release dates. - high_priority_deps = prioritize_dependencies(outdated_deps, sdk_type) - - # Write results to a report - subtitle = "

High Priority Dependency Updates Of Beam {} SDK:

\n".format(sdk_type) - table_fields = """ - {0} - {1} - {2} - {3} - {4} - """.format("Dependency Name", - "Current Version", - "Latest Version", - "Release Date Of the Current Used Version", - "Release Date Of The Latest Release") - report.write(subtitle) - report.write("\n") - report.write(table_fields) - for dep in high_priority_deps: - report.write("%s" % dep) - report.write("
\n") - except Exception as e: - traceback.print_exc() - logging.error("Failed generate the dependency report. " + str(e)) - report.write('

{0}

'.format(str(e))) - - report.close() - logging.info("Dependency check on {0} SDK complete. The report is created.".format(sdk_type)) - -def main(args): - """ - Main method. - Args: - args[0]: type of the check [Java, Python] - """ - generate_report(args[0]) - - -if __name__ == '__main__': - main(sys.argv[1:]) diff --git a/.test-infra/jenkins/dependency_check/dependency_check_report_generator_test.py b/.test-infra/jenkins/dependency_check/dependency_check_report_generator_test.py deleted file mode 100644 index b7b2ec092a4c2..0000000000000 --- a/.test-infra/jenkins/dependency_check/dependency_check_report_generator_test.py +++ /dev/null @@ -1,134 +0,0 @@ -#!/usr/bin/env python -# -# -# Licensed to the Apache Software Foundation (ASF) under one or more -# contributor license agreements. See the NOTICE file distributed with -# this work for additional information regarding copyright ownership. -# The ASF licenses this file to You under the Apache License, Version 2.0 -# (the "License"); you may not use this file except in compliance with -# the License. You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -# This script performs testing of scenarios from verify_performance_test_results.py -# - -from __future__ import print_function -import unittest -from mock import patch, mock_open -from datetime import datetime -from .dependency_check_report_generator import prioritize_dependencies - - -_PROJECT_ID = 'mock-apache-beam-testing' -_DATASET_ID = 'mock-beam_dependency_states' -_TABLE_ID = 'mock-java_dependency_states' -_SDK_TYPE = 'Java' - -# initialize current/latest version release dates for low-priority (LP) and high-priority (HP) dependencies -_LP_CURR_VERSION_DATE = datetime.strptime('2000-01-01', '%Y-%m-%d') -_LATEST_VERSION_DATE = datetime.strptime('2000-01-02', '%Y-%m-%d') -_HP_CURR_VERSION_DATE = datetime.strptime('1999-01-01', '%Y-%m-%d') -_MOCKED_OWNERS_FILE = "deps: " - - -@patch('google.cloud.bigquery.Client') -@patch('dependency_check.bigquery_client_utils.BigQueryClientUtils.clean_stale_records_from_table') -class DependencyCheckReportGeneratorTest(unittest.TestCase): - """Tests for `dependency_check_report_generator.py`.""" - - def setUp(self): - print("\n\nTest : " + self._testMethodName) - - - @patch('dependency_check.bigquery_client_utils.BigQueryClientUtils') - def test_empty_dep_input(self, *args): - """ - Test on empty outdated dependencies. - Expect: empty report - """ - with patch('builtins.open', mock_open(read_data=_MOCKED_OWNERS_FILE)): - report = prioritize_dependencies([], _SDK_TYPE) - self.assertEqual(len(report), 0) - - - @patch('dependency_check.dependency_check_report_generator.find_release_time_from_maven_central', - side_effect = [_LP_CURR_VERSION_DATE, _LATEST_VERSION_DATE, - _LP_CURR_VERSION_DATE, _LATEST_VERSION_DATE, - _HP_CURR_VERSION_DATE, _LATEST_VERSION_DATE, - _LP_CURR_VERSION_DATE, _LATEST_VERSION_DATE,]) - def test_normal_dep_input(self, *args): - """ - Test on a normal outdated dependencies set. - Expect: group1:artifact1, group2:artifact2, and group3:artifact3 - """ - deps = [ - " - group1:artifact1 [1.0.0 -> 3.0.0]", - " - group2:artifact2 [1.0.0 -> 1.3.0]", - " - group3:artifact3 [1.0.0 -> 1.1.0]", - " - group4:artifact4 [1.0.0 -> 1.1.0]" - ] - with patch('builtins.open', mock_open(read_data=_MOCKED_OWNERS_FILE)): - report = prioritize_dependencies(deps, _SDK_TYPE) - self.assertEqual(len(report), 3) - self.assertIn('group1:artifact1', report[0]) - self.assertIn('group2:artifact2', report[1]) - self.assertIn('group3:artifact3', report[2]) - - - @patch('dependency_check.dependency_check_report_generator.find_release_time_from_maven_central', - side_effect = [_LP_CURR_VERSION_DATE, - _LATEST_VERSION_DATE,]) - def test_dep_with_nondigit_major_versions(self, *args): - """ - Test on a outdated dependency with non-digit major number. - Expect: group1:artifact1 - """ - deps = [" - group1:artifact1 [Release1-123 -> Release2-456]"] - with patch('builtins.open', mock_open(read_data=_MOCKED_OWNERS_FILE)): - report = prioritize_dependencies(deps, _SDK_TYPE) - self.assertEqual(len(report), 1) - self.assertIn('group1:artifact1', report[0]) - - - @patch('dependency_check.dependency_check_report_generator.find_release_time_from_maven_central', - side_effect = [_LP_CURR_VERSION_DATE, - _LATEST_VERSION_DATE,]) - def test_dep_with_nondigit_minor_versions(self, *args): - """ - Test on a outdated dependency with non-digit minor number. - Expect: group1:artifact1 - """ - deps = [" - group1:artifact1 [0.rc1.0 -> 0.rc2.0]"] - with patch('builtins.open', mock_open(read_data=_MOCKED_OWNERS_FILE)): - report = prioritize_dependencies(deps, _SDK_TYPE) - self.assertEqual(len(report), 1) - self.assertIn('group1:artifact1', report[0]) - - - @patch('dependency_check.dependency_check_report_generator.find_release_time_from_maven_central', - side_effect = [_HP_CURR_VERSION_DATE,_LATEST_VERSION_DATE,]) - def test_invalid_dep_input(self, *args): - """ - Test on a invalid outdated dependencies format. - Expect: Exception through out. And group2:artifact2 is picked. - """ - deps = [ - "- group1:artifact1 (1.0.0, 2.0.0)", - " - group2:artifact2 [1.0.0 -> 2.0.0]" - ] - with patch('builtins.open', mock_open(read_data=_MOCKED_OWNERS_FILE)): - report = prioritize_dependencies(deps, _SDK_TYPE) - self.assertEqual(len(report), 1) - self.assertIn('group2:artifact2', report[0]) - - -if __name__ == '__main__': - unittest.main() - diff --git a/.test-infra/jenkins/dependency_check/generate_report.sh b/.test-infra/jenkins/dependency_check/generate_report.sh deleted file mode 100755 index cfb66ec951995..0000000000000 --- a/.test-infra/jenkins/dependency_check/generate_report.sh +++ /dev/null @@ -1,64 +0,0 @@ -#!/bin/bash -# -# Licensed to the Apache Software Foundation (ASF) under one or more -# contributor license agreements. See the NOTICE file distributed with -# this work for additional information regarding copyright ownership. -# The ASF licenses this file to You under the Apache License, Version 2.0 -# (the "License"); you may not use this file except in compliance with -# the License. You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -# This script will be run by Jenkins as a Python dependency test. - -set -e -set -v - -# Get currently used Python version from args or assume a default. -PYTHON=${1:-python3} - -REPORT_DESCRIPTION=" -

A dependency update is high priority if it satisfies one of following criteria:

-
    -
  • It has major versions update available, e.g. org.assertj:assertj-core 2.5.0 -> 3.10.0;
    • -
-
    -
  • It is over 3 minor versions behind the latest version, e.g. org.tukaani:xz 1.5 -> 1.8;
    • -
-
    -
  • The current version is behind the later version for over 180 days, e.g. com.google.auto.service:auto-service 2014-10-24 -> 2017-12-11.
    • -
-

In Beam, we make a best-effort attempt at keeping all dependencies up-to-date. - In the future, issues will be filed and tracked for these automatically, - but in the meantime you can search for existing issues or open a new one. -

-

For more information: Beam Dependency Guide

" - - -# Virtualenv for the rest of the script to run setup -$PYTHON -m venv dependency/check - -. ./dependency/check/bin/activate -pip install --upgrade pip setuptools wheel -pip install --upgrade google-cloud-bigquery google-cloud-bigtable google-cloud-core -rm -f build/dependencyUpdates/beam-dependency-check-report.txt - -# Install packages and run the unit tests of the report generator -pip install mock pyyaml -cd $WORKSPACE/src/.test-infra/jenkins -$PYTHON -m dependency_check.dependency_check_report_generator_test -$PYTHON -m dependency_check.version_comparer_test - -echo "" > $WORKSPACE/src/build/dependencyUpdates/beam-dependency-check-report.html - -$PYTHON -m dependency_check.dependency_check_report_generator Python - -$PYTHON -m dependency_check.dependency_check_report_generator Java - -echo "$REPORT_DESCRIPTION " >> $WORKSPACE/src/build/dependencyUpdates/beam-dependency-check-report.html diff --git a/.test-infra/jenkins/dependency_check/report_generator_config.py b/.test-infra/jenkins/dependency_check/report_generator_config.py deleted file mode 100644 index 18396ee43f8fd..0000000000000 --- a/.test-infra/jenkins/dependency_check/report_generator_config.py +++ /dev/null @@ -1,81 +0,0 @@ -# -# Licensed to the Apache Software Foundation (ASF) under one or more -# contributor license agreements. See the NOTICE file distributed with -# this work for additional information regarding copyright ownership. -# The ASF licenses this file to You under the Apache License, Version 2.0 -# (the "License"); you may not use this file except in compliance with -# the License. You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -# Defines constants and helper methods used by the dependency_report_generator - -import os - -class ReportGeneratorConfig: - - # Jenkins Working Space - WORKING_SPACE = os.environ['WORKSPACE'] - - # Constants for dependency prioritization - GCLOUD_PROJECT_ID = 'apache-beam-testing' - DATASET_ID = 'beam_dependency_states' - PYTHON_DEP_TABLE_ID = 'python_dependency_states' - JAVA_DEP_TABLE_ID = 'java_dependency_states' - PYTHON_DEP_RAW_REPORT = WORKING_SPACE + '/src/build/dependencyUpdates/python_dependency_report.txt' - JAVA_DEP_RAW_REPORT = WORKING_SPACE + '/src/build/dependencyUpdates/report.txt' - FINAL_REPORT = WORKING_SPACE + '/src/build/dependencyUpdates/beam-dependency-check-report.html' - MAX_STALE_DAYS = 360 - MAX_MINOR_VERSION_DIFF = 3 - PYPI_URL = "https://pypi.org/project/" - MAVEN_CENTRAL_URL = "https://mvnrepository.com/artifact" - - # Dependency Owners - JAVA_DEP_OWNERS = WORKING_SPACE + '/src/ownership/JAVA_DEPENDENCY_OWNERS.yaml' - PYTHON_DEP_OWNERS = WORKING_SPACE + '/src/ownership/PYTHON_DEPENDENCY_OWNERS.yaml' - - - @classmethod - def get_bigquery_table_id(cls, sdk_type): - if sdk_type.lower() == 'java': - return cls.JAVA_DEP_TABLE_ID - elif sdk_type.lower() == 'python': - return cls.PYTHON_DEP_TABLE_ID - else: - raise UndefinedSDKTypeException("""Undefined SDK Type: {0}. - Could not find the BigQuery table for {1} dependencies.""".format(sdk_type, sdk_type)) - - - @classmethod - def get_raw_report(cls, sdk_type): - if sdk_type.lower() == 'java': - return cls.JAVA_DEP_RAW_REPORT - elif sdk_type.lower() == 'python': - return cls.PYTHON_DEP_RAW_REPORT - else: - raise UndefinedSDKTypeException("""Undefined SDK Type: {0}. - Could not find the dependency reports for the {1} SDK.""".format(sdk_type, sdk_type)) - - - @classmethod - def get_owners_file(cls, sdk_type): - if sdk_type.lower() == 'java': - return cls.JAVA_DEP_OWNERS - elif sdk_type.lower() == 'python': - return cls.PYTHON_DEP_OWNERS - else: - raise UndefinedSDKTypeException("""Undefined SDK Type: {0}. - Could not find the Owners file for the {1} SDK.""".format(sdk_type, sdk_type)) - - -class UndefinedSDKTypeException(Exception): - """Indicates an error has occurred in while reading constants.""" - - def __init__(self, msg): - super(UndefinedSDKTypeException, self).__init__(msg) diff --git a/.test-infra/jenkins/dependency_check/version_comparer.py b/.test-infra/jenkins/dependency_check/version_comparer.py deleted file mode 100644 index d8134ecf11d4f..0000000000000 --- a/.test-infra/jenkins/dependency_check/version_comparer.py +++ /dev/null @@ -1,51 +0,0 @@ -#!/usr/bin/env python -# -# Licensed to the Apache Software Foundation (ASF) under one or more -# contributor license agreements. See the NOTICE file distributed with -# this work for additional information regarding copyright ownership. -# The ASF licenses this file to You under the Apache License, Version 2.0 -# (the "License"); you may not use this file except in compliance with -# the License. You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# - -from dependency_check.report_generator_config import ReportGeneratorConfig - -def compare_dependency_versions(curr_ver, latest_ver): - """ - Compare the current using version and the latest version. - Return true if a major version change was found, or 3 minor versions that the current version is behind. - Args: - curr_ver - latest_ver - Return: - boolean - """ - if curr_ver is None or latest_ver is None: - return True - else: - curr_ver_splitted = curr_ver.split('.') - latest_ver_splitted = latest_ver.split('.') - curr_major_ver = curr_ver_splitted[0] - latest_major_ver = latest_ver_splitted[0] - # compare major versions - if curr_major_ver != latest_major_ver: - return True - # compare minor versions - else: - curr_minor_ver = curr_ver_splitted[1] if len(curr_ver_splitted) > 1 else None - latest_minor_ver = latest_ver_splitted[1] if len(latest_ver_splitted) > 1 else None - if curr_minor_ver is not None and latest_minor_ver is not None: - if (not curr_minor_ver.isdigit() or not latest_minor_ver.isdigit()) and curr_minor_ver != latest_minor_ver: - return True - elif int(curr_minor_ver) + ReportGeneratorConfig.MAX_MINOR_VERSION_DIFF <= int(latest_minor_ver): - return True - # TODO: Comparing patch versions if needed. - return False diff --git a/.test-infra/jenkins/dependency_check/version_comparer_test.py b/.test-infra/jenkins/dependency_check/version_comparer_test.py deleted file mode 100644 index b37fb5f607a7d..0000000000000 --- a/.test-infra/jenkins/dependency_check/version_comparer_test.py +++ /dev/null @@ -1,54 +0,0 @@ -#!/usr/bin/env python -# -# Licensed to the Apache Software Foundation (ASF) under one or more -# contributor license agreements. See the NOTICE file distributed with -# this work for additional information regarding copyright ownership. -# The ASF licenses this file to You under the Apache License, Version 2.0 -# (the "License"); you may not use this file except in compliance with -# the License. You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# - -from . import version_comparer -import unittest - -class VersionComparerTest(unittest.TestCase): - """Tests for `version_comparer.py`.""" - - def setUp(self): - print("\n\nTest : " + self._testMethodName) - - def test_compare_major_verison_true(self): - curr_ver = '1.0.0' - latest_ver = '2.0.0' - self.assertTrue(version_comparer.compare_dependency_versions(curr_ver, latest_ver)) - - def test_compare_minor_version_true(self): - curr_ver = '1.0.0' - latest_ver = '1.3.0' - self.assertTrue(version_comparer.compare_dependency_versions(curr_ver, latest_ver)) - - def test_compare_non_semantic_version_true(self): - curr_ver = '1.rc1' - latest_ver = '1.rc2' - self.assertTrue(version_comparer.compare_dependency_versions(curr_ver, latest_ver)) - - def test_compare_minor_version_false(self): - curr_ver = '1.0.0' - latest_ver = '1.2.0' - self.assertFalse(version_comparer.compare_dependency_versions(curr_ver, latest_ver)) - - def test_compare_same_version_false(self): - curr_ver = '1.0.0' - latest_ver = '1.0.0' - self.assertFalse(version_comparer.compare_dependency_versions(curr_ver, latest_ver)) - -if __name__ == '__main__': - unittest.main() diff --git a/.test-infra/jenkins/job_Dependency_Check.groovy b/.test-infra/jenkins/job_Dependency_Check.groovy deleted file mode 100644 index b80f2610314db..0000000000000 --- a/.test-infra/jenkins/job_Dependency_Check.groovy +++ /dev/null @@ -1,73 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -import CommonJobProperties as commonJobProperties - -job('beam_Dependency_Check') { - description('Runs Beam dependency check.') - - // Set common parameters. - commonJobProperties.setTopLevelMainJobProperties( - delegate, 'master', 100, true, 'beam', false) - - // Allows triggering this build against pull requests. - commonJobProperties.enablePhraseTriggeringFromPullRequest( - delegate, - 'Beam Dependency Check', - 'Run Dependency Check', - false - ) - - commonJobProperties.setAutoJob( - delegate, - '@weekly') - - steps { - gradle { - rootBuildScriptDir(commonJobProperties.checkoutDir) - tasks('runBeamDependencyCheck') - commonJobProperties.setGradleSwitches(delegate) - switches('-Drevision=release') - } - - shell('cd ' + commonJobProperties.checkoutDir + - ' && bash .test-infra/jenkins/dependency_check/generate_report.sh ' + - commonJobProperties.PYTHON) - } - - def date = new Date().format('yyyy-MM-dd') - publishers { - extendedEmail { - triggers { - always { - recipientList('dev@beam.apache.org') - contentType('text/html') - subject("Beam Dependency Check Report (${date})") - content('''${FILE, path="src/build/dependencyUpdates/beam-dependency-check-report.html"}''') - } - } - } - archiveArtifacts { - pattern('src/build/dependencyUpdates/beam-dependency-check-report.html') - onlyIfSuccessful() - } - wsCleanup { - excludePattern('src/build/dependencyUpdates/beam-dependency-check-report.html') - } - } -} diff --git a/.test-infra/jenkins/job_PerformanceTests_Python.groovy b/.test-infra/jenkins/job_PerformanceTests_Python.groovy index a2544a098cd4f..04c8fc9995307 100644 --- a/.test-infra/jenkins/job_PerformanceTests_Python.groovy +++ b/.test-infra/jenkins/job_PerformanceTests_Python.groovy @@ -30,7 +30,7 @@ def dataflowPipelineArgs = [ ] testConfigurations = [] -pythonVersions = ['37'] +pythonVersions = ['38'] for (pythonVersion in pythonVersions) { testConfigurations.add([ diff --git a/.test-infra/jenkins/job_PostCommit_PortableJar_Flink.groovy b/.test-infra/jenkins/job_PostCommit_PortableJar_Flink.groovy index 1332b61ccb04e..0c6f51f8be543 100644 --- a/.test-infra/jenkins/job_PostCommit_PortableJar_Flink.groovy +++ b/.test-infra/jenkins/job_PostCommit_PortableJar_Flink.groovy @@ -31,7 +31,7 @@ PostcommitJobBuilder.postCommitJob('beam_PostCommit_PortableJar_Flink', steps { gradle { rootBuildScriptDir(commonJobProperties.checkoutDir) - tasks(':sdks:python:test-suites:portable:py37:testPipelineJarFlinkRunner') + tasks(':sdks:python:test-suites:portable:py38:testPipelineJarFlinkRunner') commonJobProperties.setGradleSwitches(delegate) } } diff --git a/.test-infra/jenkins/job_PostCommit_PortableJar_Spark.groovy b/.test-infra/jenkins/job_PostCommit_PortableJar_Spark.groovy index 93e58af8979ac..1f1963a9b2e4e 100644 --- a/.test-infra/jenkins/job_PostCommit_PortableJar_Spark.groovy +++ b/.test-infra/jenkins/job_PostCommit_PortableJar_Spark.groovy @@ -31,7 +31,7 @@ PostcommitJobBuilder.postCommitJob('beam_PostCommit_PortableJar_Spark', steps { gradle { rootBuildScriptDir(commonJobProperties.checkoutDir) - tasks(':sdks:python:test-suites:portable:py37:testPipelineJarSparkRunner') + tasks(':sdks:python:test-suites:portable:py38:testPipelineJarSparkRunner') commonJobProperties.setGradleSwitches(delegate) } } diff --git a/.test-infra/jenkins/job_PostCommit_Python_CrossLanguage_Gcp_Dataflow.groovy b/.test-infra/jenkins/job_PostCommit_Python_CrossLanguage_Gcp_Dataflow.groovy index d1676fcae46c7..d1ee27088c727 100644 --- a/.test-infra/jenkins/job_PostCommit_Python_CrossLanguage_Gcp_Dataflow.groovy +++ b/.test-infra/jenkins/job_PostCommit_Python_CrossLanguage_Gcp_Dataflow.groovy @@ -32,7 +32,7 @@ PostcommitJobBuilder.postCommitJob('beam_PostCommit_Python_Xlang_Gcp_Dataflow', // Set common parameters. - commonJobProperties.setTopLevelMainJobProperties(delegate) + commonJobProperties.setTopLevelMainJobProperties(delegate, 'master', 180) // Publish all test results to Jenkins diff --git a/.test-infra/jenkins/job_PostCommit_Python_ValidatesRunner_Dataflow.groovy b/.test-infra/jenkins/job_PostCommit_Python_ValidatesRunner_Dataflow.groovy index d93a2fb0984c0..db052a0046ce4 100644 --- a/.test-infra/jenkins/job_PostCommit_Python_ValidatesRunner_Dataflow.groovy +++ b/.test-infra/jenkins/job_PostCommit_Python_ValidatesRunner_Dataflow.groovy @@ -20,7 +20,7 @@ import CommonJobProperties as commonJobProperties import PostcommitJobBuilder // This job runs the suite of Python ValidatesRunner tests against the -// Dataflow runner. +// Dataflow runner V2. PostcommitJobBuilder.postCommitJob('beam_PostCommit_Py_VR_Dataflow', 'Run Python Dataflow ValidatesRunner', 'Google Cloud Dataflow Runner Python ValidatesRunner Tests', this) { description('Runs Python ValidatesRunner suite on the Dataflow runner.') @@ -37,7 +37,8 @@ PostcommitJobBuilder.postCommitJob('beam_PostCommit_Py_VR_Dataflow', 'Run Python gradle { rootBuildScriptDir(commonJobProperties.checkoutDir) tasks(':sdks:python:test-suites:dataflow:validatesRunnerBatchTests') - switches('-Pdisable_runner_v2_until_v2.50') + tasks(':sdks:python:test-suites:dataflow:validatesRunnerStreamingTests') + switches('-PuseWheelDistribution') commonJobProperties.setGradleSwitches(delegate) } } diff --git a/.test-infra/jenkins/job_PostCommit_Python_ValidatesRunner_Dataflow_V2.groovy b/.test-infra/jenkins/job_PostCommit_Python_ValidatesRunner_Dataflow_V2.groovy deleted file mode 100644 index b4667b9080843..0000000000000 --- a/.test-infra/jenkins/job_PostCommit_Python_ValidatesRunner_Dataflow_V2.groovy +++ /dev/null @@ -1,46 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -import CommonJobProperties as commonJobProperties -import PostcommitJobBuilder - -// This job runs the suite of Python ValidatesRunner tests against the -// Dataflow runner V2. -PostcommitJobBuilder.postCommitJob('beam_PostCommit_Py_VR_Dataflow_V2', 'Run Python Dataflow V2 ValidatesRunner', - 'Google Cloud Dataflow Runner V2 Python ValidatesRunner Tests', this) { - description('Runs Python ValidatesRunner suite on the Dataflow runner v2.') - - // Set common parameters. - commonJobProperties.setTopLevelMainJobProperties(delegate, 'master', 200) - - publishers { - archiveJunit('**/pytest*.xml') - } - - // Execute gradle task to test Python SDK. - steps { - gradle { - rootBuildScriptDir(commonJobProperties.checkoutDir) - tasks(':sdks:python:test-suites:dataflow:validatesRunnerBatchTestsV2') - tasks(':sdks:python:test-suites:dataflow:validatesRunnerStreamingTestsV2') - switches('-PuseRunnerV2') - switches('-PuseWheelDistribution') - commonJobProperties.setGradleSwitches(delegate) - } - } - } diff --git a/.test-infra/jenkins/job_PreCommit_Whitespace.groovy b/.test-infra/jenkins/job_PreCommit_Whitespace.groovy index 1b8341395a684..0221cf72917d6 100644 --- a/.test-infra/jenkins/job_PreCommit_Whitespace.groovy +++ b/.test-infra/jenkins/job_PreCommit_Whitespace.groovy @@ -25,6 +25,7 @@ PrecommitJobBuilder builder = new PrecommitJobBuilder( triggerPathPatterns: [ '.*\\.md$', '.*build\\.gradle$', + '.*build\\.gradle.kts$', ] ) builder.build() diff --git a/.test-infra/jenkins/job_Release_Gradle_Build.groovy b/.test-infra/jenkins/job_Release_Gradle_Build.groovy deleted file mode 100644 index ba3efeca85fe1..0000000000000 --- a/.test-infra/jenkins/job_Release_Gradle_Build.groovy +++ /dev/null @@ -1,49 +0,0 @@ -/* - * Licensed to the Apache Software Foundation (ASF) under one - * or more contributor license agreements. See the NOTICE file - * distributed with this work for additional information - * regarding copyright ownership. The ASF licenses this file - * to you under the Apache License, Version 2.0 (the - * "License"); you may not use this file except in compliance - * with the License. You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -import CommonJobProperties as commonJobProperties - -// This job runs complete cycle of Gradle build against the official release -// version. Release manager should use this job to verify a release branch -// after cut. -job('beam_Release_Gradle_Build') { - description('Verify Gradle build against the official release version.') - - // Set common parameters. - commonJobProperties - .setTopLevelMainJobProperties( - delegate, - defaultBranch='master', - defaultTimeout=300) - - // Allows triggering this build against pull requests. - commonJobProperties.enablePhraseTriggeringFromPullRequest( - delegate, - 'Release_Build ("Run Release Gradle Build")', - 'Run Release Gradle Build') - - steps { - gradle { - rootBuildScriptDir(commonJobProperties.checkoutDir) - tasks('build') - commonJobProperties.setGradleSwitches(delegate) - switches('-PisRelease') - switches('--stacktrace') - } - } -} diff --git a/.test-infra/metrics/build.gradle b/.test-infra/metrics/build.gradle index 679ecd35735d5..ad7dbdb5fd964 100644 --- a/.test-infra/metrics/build.gradle +++ b/.test-infra/metrics/build.gradle @@ -27,7 +27,7 @@ ext { cluster = 'metrics' zone='us-central1-a' projectName='apache-beam-testing' - kubeConfigPath='/home/jenkins/.kube/config' + kubeConfigPath = project.properties['KUBE_CONFIG_PATH'] ?: '/home/jenkins/.kube/config' } applyGroovyNature() diff --git a/.test-infra/metrics/grafana/dashboards/perftests_metrics/Python_WordCount_IT_Benchmarks.json b/.test-infra/metrics/grafana/dashboards/perftests_metrics/Python_WordCount_IT_Benchmarks.json index ef49855314535..02e707b68bdf0 100644 --- a/.test-infra/metrics/grafana/dashboards/perftests_metrics/Python_WordCount_IT_Benchmarks.json +++ b/.test-infra/metrics/grafana/dashboards/perftests_metrics/Python_WordCount_IT_Benchmarks.json @@ -224,7 +224,7 @@ "timeFrom": null, "timeRegions": [], "timeShift": null, - "title": "WordCountIT Batch 1Gb Files - py37", + "title": "WordCountIT Batch 1Gb Files - py38", "tooltip": { "shared": true, "sort": 0, diff --git a/.test-infra/metrics/src/test/groovy/ProberTests.groovy b/.test-infra/metrics/src/test/groovy/ProberTests.groovy index 4f6cce7f49da9..5a44d4410a93f 100644 --- a/.test-infra/metrics/src/test/groovy/ProberTests.groovy +++ b/.test-infra/metrics/src/test/groovy/ProberTests.groovy @@ -27,7 +27,7 @@ import static groovy.test.GroovyAssert.shouldFail */ class ProberTests { // TODO: Make this configurable - def grafanaEndpoint = 'http://104.154.241.245' + def grafanaEndpoint = 'http://35.193.202.176' @Test void PingGrafanaHttpApi() { diff --git a/.test-infra/metrics/sync/jenkins/syncjenkins.py b/.test-infra/metrics/sync/jenkins/syncjenkins.py index d421094c0456d..32bbf1fff2e93 100644 --- a/.test-infra/metrics/sync/jenkins/syncjenkins.py +++ b/.test-infra/metrics/sync/jenkins/syncjenkins.py @@ -62,7 +62,7 @@ def fetchJobs(): url = ('https://ci-beam.apache.org/api/json' '?tree=jobs[name,url,lastCompletedBuild[id]]&depth=1') r = requests.get(url) - jobs = r.json()[u'jobs'] + jobs = r.json()['jobs'] result = map(lambda x: (x['name'], int(x['lastCompletedBuild']['id']) if x['lastCompletedBuild'] is not None @@ -122,31 +122,31 @@ def fetchBuildsForJob(jobUrl): f'estimatedDuration,fullDisplayName,actions[{durFields}]') url = f'{jobUrl}api/json?depth=1&tree=builds[{fields}]' r = requests.get(url) - return r.json()[u'builds'] + return r.json()['builds'] def buildRowValuesArray(jobName, build): timings = next((x - for x in build[u'actions'] - if (u'_class' in x) - and (x[u'_class'] == u'jenkins.metrics.impl.TimeInQueueAction')), + for x in build['actions'] + if ('_class' in x) + and (x['_class'] == 'jenkins.metrics.impl.TimeInQueueAction')), None) values = [jobName, - int(build[u'id']), - build[u'url'], - build[u'result'], - datetime.fromtimestamp(build[u'timestamp'] / 1000), - build[u'builtOn'], - build[u'duration'], - build[u'estimatedDuration'], - build[u'fullDisplayName'], - timings[u'blockedDurationMillis'] if timings is not None else -1, - timings[u'buildableDurationMillis'] if timings is not None else -1, - timings[u'buildingDurationMillis'] if timings is not None else -1, - timings[u'executingTimeMillis'] if timings is not None else -1, - timings[u'queuingDurationMillis'] if timings is not None else -1, - timings[u'totalDurationMillis'] if timings is not None else -1, - timings[u'waitingDurationMillis'] if timings is not None else -1] + int(build['id']), + build['url'], + build['result'], + datetime.fromtimestamp(build['timestamp'] / 1000), + build['builtOn'], + build['duration'], + build['estimatedDuration'], + build['fullDisplayName'], + timings['blockedDurationMillis'] if timings is not None else -1, + timings['buildableDurationMillis'] if timings is not None else -1, + timings['buildingDurationMillis'] if timings is not None else -1, + timings['executingTimeMillis'] if timings is not None else -1, + timings['queuingDurationMillis'] if timings is not None else -1, + timings['totalDurationMillis'] if timings is not None else -1, + timings['waitingDurationMillis'] if timings is not None else -1] return values @@ -168,16 +168,16 @@ def fetchNewData(): syncedJobId = syncedJobs[newJobName] if newJobName in syncedJobs else -1 if newJobLastBuildId > syncedJobId: builds = fetchBuildsForJob(newJobUrl) - builds = [x for x in builds if int(x[u'id']) > syncedJobId] + builds = [x for x in builds if int(x['id']) > syncedJobId] connection = initConnection() cursor = connection.cursor() for build in builds: - if build[u'building']: + if build['building']: continue; rowValues = buildRowValuesArray(newJobName, build) - print("inserting", newJobName, build[u'id']) + print("inserting", newJobName, build['id']) insertRow(cursor, rowValues) cursor.close() diff --git a/.test-infra/pipelines/README.md b/.test-infra/pipelines/README.md new file mode 100644 index 0000000000000..e2512e6fec65d --- /dev/null +++ b/.test-infra/pipelines/README.md @@ -0,0 +1,34 @@ + + +# Overview + +This directory holds pipelines that support testing infrastructure and are meant for internal use. + +# Infrastructure + +Some pipelines require provisioning of resources prior to execution. See +[infrastructure](infrastructure) for details. + +# Usage + +Pipelines depend on +[Dataflow Flex Templates](https://cloud.google.com/dataflow/docs/guides/templates/using-flex-templates) +for execution. See [infrastructure/04.templates](infrastructure/04.templates) +for details. diff --git a/.test-infra/pipelines/build.gradle b/.test-infra/pipelines/build.gradle new file mode 100644 index 0000000000000..84b41b642615f --- /dev/null +++ b/.test-infra/pipelines/build.gradle @@ -0,0 +1,85 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * License); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an AS IS BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +import com.github.jengelman.gradle.plugins.shadow.tasks.ShadowJar + +plugins { + id 'org.apache.beam.module' +} + +applyJavaNature( + exportJavadoc: false, + publish: false, + // ShadowJar has a naming dependency with: + // .test-infra/pipelines/infrastructure/04.template/dataflow-to-bigquery/template.tf + validateShadowJar: false, + shadowClosure: { + // TODO: determine how to create separate shadowJar tasks for each pipeline + manifest { + attributes 'Main-Class': 'org.apache.beam.testinfra.pipelines.ReadDataflowApiWriteBigQuery' + } + mergeServiceFiles() + archiveVersion = 'latest' + } +) + +description = "Apache Beam :: Test Infra :: Pipelines" +ext.summary = "Various Beam pipelines to support testing" + +def googleCloudEventsVersion = "0.8.1" +def grpcDataflowProtoVersion = "0.17.0" +def ioGrpcApiVersion = "1.53.0" +def jupiterVersion = "5.9.3" +def nettyVersion = "1.53.0" + +dependencies { + implementation enforcedPlatform(library.java.google_cloud_platform_libraries_bom) + implementation library.java.google_api_services_bigquery + implementation library.java.jackson_annotations + implementation library.java.jackson_core + implementation library.java.jackson_databind + implementation library.java.vendored_guava_26_0_jre + implementation library.java.google_auth_library_credentials + implementation library.java.grpc_auth + implementation library.java.protobuf_java + implementation library.java.protobuf_java_util + implementation library.java.joda_time + implementation library.java.slf4j_api + implementation "com.google.api.grpc:proto-google-cloud-dataflow-v1beta3:${grpcDataflowProtoVersion}" + implementation "io.grpc:grpc-api:${ioGrpcApiVersion}" + implementation "io.grpc:grpc-netty:${nettyVersion}" + implementation "com.google.cloud:google-cloudevent-types:${googleCloudEventsVersion}" + implementation 'com.google.api.grpc:grpc-google-cloud-dataflow-v1beta3' + implementation project(":sdks:java:io:google-cloud-platform") + implementation project(":sdks:java:extensions:google-cloud-platform-core") + implementation project(path: ":sdks:java:core", configuration: "shadow") + runtimeOnly project(":runners:google-cloud-dataflow-java") + runtimeOnly project(path: ":runners:direct-java", configuration: "shadow") + + testImplementation(platform("org.junit:junit-bom:${jupiterVersion}")) + testImplementation('org.junit.jupiter:junit-jupiter') + testImplementation project(":sdks:java:extensions:google-cloud-platform-core") + testImplementation library.java.commons_lang3 +} + +test { + useJUnitPlatform() + testLogging { + events "passed", "skipped", "failed" + } +} diff --git a/.test-infra/pipelines/go.mod b/.test-infra/pipelines/go.mod new file mode 100644 index 0000000000000..0204d037a4cca --- /dev/null +++ b/.test-infra/pipelines/go.mod @@ -0,0 +1,21 @@ +// Licensed to the Apache Software Foundation (ASF) under one or more +// contributor license agreements. See the NOTICE file distributed with +// this work for additional information regarding copyright ownership. +// The ASF licenses this file to You under the Apache License, Version 2.0 +// (the "License"); you may not use this file except in compliance with +// the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +// This module contains all Go code for internal use by .test-infra pipelines. +module github.com/apache/beam/test-infra/pipelines + +go 1.20 + +require github.com/google/go-cmp v0.5.9 // indirect diff --git a/.test-infra/pipelines/go.sum b/.test-infra/pipelines/go.sum new file mode 100644 index 0000000000000..62841cdb151d8 --- /dev/null +++ b/.test-infra/pipelines/go.sum @@ -0,0 +1,2 @@ +github.com/google/go-cmp v0.5.9 h1:O2Tfq5qg4qc4AmwVlvv0oLiVAGB7enBSJ2x2DqQFi38= +github.com/google/go-cmp v0.5.9/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY= diff --git a/.test-infra/pipelines/infrastructure/01.setup/.terraform.lock.hcl b/.test-infra/pipelines/infrastructure/01.setup/.terraform.lock.hcl new file mode 100644 index 0000000000000..48c94d2fa44bd --- /dev/null +++ b/.test-infra/pipelines/infrastructure/01.setup/.terraform.lock.hcl @@ -0,0 +1,40 @@ +# This file is maintained automatically by "terraform init". +# Manual edits may be lost in future updates. + +provider "registry.terraform.io/hashicorp/google" { + version = "4.66.0" + hashes = [ + "h1:ykmsArGX1/JTEbqMMUXA9s1H+IdtXnKanl5dh4YsaXo=", + "zh:141cddc714dec246957a47cb4103b34302222fc93a87b64de88116b22ebb0ea1", + "zh:276ebd75cb7c265d12b2c611a5f8d38fd6b892ef3edec1b845a934721db794e5", + "zh:574ae7b4808c1560b5a55a75ca2ad5d8ff6b5fb9dad6dffce3fae7ff8ccf78a9", + "zh:65309953f79827c23cc800fc093619a1e0e51a53e2429e9b04e537a11012f989", + "zh:6d67d3edea47767a873c38f1ff519d4450d8e1189a971bda7b0ffde9c9c65a86", + "zh:7fb116be869e30ee155c27f122d415f34d1d5de735d1fa9c4280cac71a42e8f4", + "zh:8a95ed92bb4547f4a40c953a6bd1db659b739f67adcacd798b11fafaec55ee67", + "zh:94f0179e84eb74823d8be4781b0a15f7f34ee39a7b158075504c882459f1ab23", + "zh:a58a7c5ace957cb4395f4b3bb11687e3a5c79362a744107f16623118cffc9370", + "zh:ab38b66f3c5c00df64c86fb4e47caef8cf451d5ed1f76845fd8b2c59628dc18a", + "zh:cc6bb1799e38912affc2a5b6f1c52b08f286d3751206532c04482b5ca0418eb6", + "zh:f569b65999264a9416862bca5cd2a6177d94ccb0424f3a4ef424428912b9cb3c", + ] +} + +provider "registry.terraform.io/hashicorp/random" { + version = "3.5.1" + hashes = [ + "h1:VSnd9ZIPyfKHOObuQCaKfnjIHRtR7qTw19Rz8tJxm+k=", + "zh:04e3fbd610cb52c1017d282531364b9c53ef72b6bc533acb2a90671957324a64", + "zh:119197103301ebaf7efb91df8f0b6e0dd31e6ff943d231af35ee1831c599188d", + "zh:4d2b219d09abf3b1bb4df93d399ed156cadd61f44ad3baf5cf2954df2fba0831", + "zh:6130bdde527587bbe2dcaa7150363e96dbc5250ea20154176d82bc69df5d4ce3", + "zh:6cc326cd4000f724d3086ee05587e7710f032f94fc9af35e96a386a1c6f2214f", + "zh:78d5eefdd9e494defcb3c68d282b8f96630502cac21d1ea161f53cfe9bb483b3", + "zh:b6d88e1d28cf2dfa24e9fdcc3efc77adcdc1c3c3b5c7ce503a423efbdd6de57b", + "zh:ba74c592622ecbcef9dc2a4d81ed321c4e44cddf7da799faa324da9bf52a22b2", + "zh:c7c5cde98fe4ef1143bd1b3ec5dc04baf0d4cc3ca2c5c7d40d17c0e9b2076865", + "zh:dac4bad52c940cd0dfc27893507c1e92393846b024c5a9db159a93c534a3da03", + "zh:de8febe2a2acd9ac454b844a4106ed295ae9520ef54dc8ed2faf29f12716b602", + "zh:eab0d0495e7e711cca367f7d4df6e322e6c562fc52151ec931176115b83ed014", + ] +} diff --git a/.test-infra/pipelines/infrastructure/01.setup/README.md b/.test-infra/pipelines/infrastructure/01.setup/README.md new file mode 100644 index 0000000000000..1f11e154cb4a5 --- /dev/null +++ b/.test-infra/pipelines/infrastructure/01.setup/README.md @@ -0,0 +1,83 @@ + + +# Overview + +This directory sets up the Google Cloud project environment for Dataflow usage. + +# List of all provision GCP resources + +The following table lists all provisioned resources and their rationale. + +| Resource | Reason | +|---------------------------------|--------------------------------------------| +| API services | Required by GCP to provision resources | +| Dataflow Worker Service Account | Use GCP service account other than default | +| Worker IAM Roles | Follow principle of least privilege | +| Artifact Registry Repository | Required to store template artifacts | +| Google Cloud Storage bucket | Required for various storage needs | + +# Usage + +Follow terraform workflow convention to apply this module. It assumes the +working directory is at +[.test-infra/pipelines](../..). + +## Terraform Init + +This module uses a Google Cloud Storage bucket backend. + +Initialize the terraform workspace for the `apache-beam-testing` project: + +``` +DIR=infrastructure/01.setup +terraform -chdir=$DIR init -backend-config=apache-beam-testing.tfbackend +``` + +or for your own Google Cloud project: + +``` +DIR=infrastructure/01.setup +terraform -chdir=$DIR init -backend-config=path/to/your/backend-config-file.tfbackend +``` + +where your `backend-config-file.tfbackend` contains: + +``` +bucket = +``` + +## Terraform Apply + +Notice the `-var-file` flag referencing [common.tfvars](common.tfvars) that +provides opinionated variable defaults. + +For `apache-beam-testing`: + +``` +DIR=infrastructure/01.setup +terraform -chdir=$DIR apply -var-file=common.tfvars -var-file=apache-beam-testing.tfvars +``` + +or for your own Google Cloud project: + +``` +DIR=infrastructure/01.setup +terraform -chdir=$DIR apply -var-file=common.tfvars +``` diff --git a/sdks/python/test-suites/dataflow/py37/build.gradle b/.test-infra/pipelines/infrastructure/01.setup/apache-beam-testing.tfbackend similarity index 68% rename from sdks/python/test-suites/dataflow/py37/build.gradle rename to .test-infra/pipelines/infrastructure/01.setup/apache-beam-testing.tfbackend index 9f89c61e0a208..76be44de6453e 100644 --- a/sdks/python/test-suites/dataflow/py37/build.gradle +++ b/.test-infra/pipelines/infrastructure/01.setup/apache-beam-testing.tfbackend @@ -4,21 +4,16 @@ * distributed with this work for additional information * regarding copyright ownership. The ASF licenses this file * to you under the Apache License, Version 2.0 (the - * License); you may not use this file except in compliance + * "License"); you may not use this file except in compliance * with the License. You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an AS IS BASIS, + * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ -apply plugin: org.apache.beam.gradle.BeamModulePlugin -applyPythonNature() - -// Required to setup a Python 3 virtualenv and task names. -pythonVersion = '3.7' -apply from: "../common.gradle" +bucket = "b507e468-52e9-4e72-83e5-ecbf563eda12" diff --git a/.test-infra/pipelines/infrastructure/01.setup/apache-beam-testing.tfvars b/.test-infra/pipelines/infrastructure/01.setup/apache-beam-testing.tfvars new file mode 100644 index 0000000000000..ee56a64480c1f --- /dev/null +++ b/.test-infra/pipelines/infrastructure/01.setup/apache-beam-testing.tfvars @@ -0,0 +1,19 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +project = "apache-beam-testing" diff --git a/.test-infra/pipelines/infrastructure/01.setup/artifactregistry.tf b/.test-infra/pipelines/infrastructure/01.setup/artifactregistry.tf new file mode 100644 index 0000000000000..0fe0644f383dd --- /dev/null +++ b/.test-infra/pipelines/infrastructure/01.setup/artifactregistry.tf @@ -0,0 +1,30 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +resource "google_artifact_registry_repository" "default" { + description = "Stores artifacts related to github.com/apache/beam/.test-infra/pipelines" + format = "DOCKER" + repository_id = var.artifact_registry_id + location = var.region +} + +resource "google_artifact_registry_repository_iam_member" "dataflow_worker" { + member = "serviceAccount:${google_service_account.dataflow_worker.email}" + repository = google_artifact_registry_repository.default.id + role = "roles/artifactregistry.reader" +} \ No newline at end of file diff --git a/.test-infra/pipelines/infrastructure/01.setup/common.tfvars b/.test-infra/pipelines/infrastructure/01.setup/common.tfvars new file mode 100644 index 0000000000000..51a45e7a6cb9f --- /dev/null +++ b/.test-infra/pipelines/infrastructure/01.setup/common.tfvars @@ -0,0 +1,21 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +artifact_registry_id = "infra-pipelines" +region = "us-central1" +dataflow_worker_service_account_id = "infra-pipelines-worker" \ No newline at end of file diff --git a/.test-infra/pipelines/infrastructure/01.setup/iam.tf b/.test-infra/pipelines/infrastructure/01.setup/iam.tf new file mode 100644 index 0000000000000..23d1e90b8cdcf --- /dev/null +++ b/.test-infra/pipelines/infrastructure/01.setup/iam.tf @@ -0,0 +1,37 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// Provision a service account that will be bound to the Dataflow pipeline +resource "google_service_account" "dataflow_worker" { + depends_on = [google_project_service.required_services] + account_id = var.dataflow_worker_service_account_id + display_name = var.dataflow_worker_service_account_id + description = "The service account bound to the compute engine instance provisioned to run Dataflow Jobs" +} + +// Provision IAM roles for the Dataflow runner service account +resource "google_project_iam_member" "dataflow_worker_service_account_roles" { + depends_on = [google_project_service.required_services] + for_each = toset([ + "roles/dataflow.worker", + "roles/dataflow.viewer" + ]) + role = each.key + member = "serviceAccount:${google_service_account.dataflow_worker.email}" + project = var.project +} diff --git a/.test-infra/pipelines/infrastructure/01.setup/provider.tf b/.test-infra/pipelines/infrastructure/01.setup/provider.tf new file mode 100644 index 0000000000000..eca4e05b72d2e --- /dev/null +++ b/.test-infra/pipelines/infrastructure/01.setup/provider.tf @@ -0,0 +1,22 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// Setup Google Cloud provider +provider "google" { + project = var.project +} \ No newline at end of file diff --git a/.test-infra/pipelines/infrastructure/01.setup/services.tf b/.test-infra/pipelines/infrastructure/01.setup/services.tf new file mode 100644 index 0000000000000..cc303dcac9ecb --- /dev/null +++ b/.test-infra/pipelines/infrastructure/01.setup/services.tf @@ -0,0 +1,35 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// Provision the required Google Cloud services +resource "google_project_service" "required_services" { + for_each = toset([ + "artifactregistry", + "bigquery", + "cloudbuild", + "compute", + "dataflow", + "eventarc", + "iam", + "pubsub", + "workflows", + ]) + + service = "${each.key}.googleapis.com" + disable_on_destroy = false +} diff --git a/.test-infra/pipelines/infrastructure/01.setup/state.tf b/.test-infra/pipelines/infrastructure/01.setup/state.tf new file mode 100644 index 0000000000000..e09cf6b345c39 --- /dev/null +++ b/.test-infra/pipelines/infrastructure/01.setup/state.tf @@ -0,0 +1,26 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// Partial GCS based terraform backend configuration meant for use with a +// tfbackend file. +terraform { + backend "gcs" { + # bucket configured in *.tfbackend file + prefix = "terraform/state/github.com/apache/beam/.test-infra/pipelines/infrastructure/01.setup" + } +} diff --git a/.test-infra/pipelines/infrastructure/01.setup/storage.tf b/.test-infra/pipelines/infrastructure/01.setup/storage.tf new file mode 100644 index 0000000000000..82eb201736aff --- /dev/null +++ b/.test-infra/pipelines/infrastructure/01.setup/storage.tf @@ -0,0 +1,43 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// Generate random string to name Storage bucket +resource "random_string" "default" { + length = 8 + special = false + upper = false + lower = true + numeric = true +} + +// Provision Storage Bucket for use by Dataflow Worker as temporary storage +resource "google_storage_bucket" "default" { + location = var.region + name = "infra-pipelines-${random_string.default.result}" + labels = { + purpose = "infra-pipelines" + } + uniform_bucket_level_access = true +} + +// Enable Dataflow Worker Service Account to manage objects in temporary storage +resource "google_storage_bucket_iam_member" "default" { + bucket = google_storage_bucket.default.id + member = "serviceAccount:${google_service_account.dataflow_worker.email}" + role = "roles/storage.objectAdmin" +} diff --git a/.test-infra/pipelines/infrastructure/01.setup/variables.tf b/.test-infra/pipelines/infrastructure/01.setup/variables.tf new file mode 100644 index 0000000000000..05d910159b2f1 --- /dev/null +++ b/.test-infra/pipelines/infrastructure/01.setup/variables.tf @@ -0,0 +1,37 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +variable "project" { + type = string + description = "The Google Cloud Platform (GCP) project within which resources are provisioned" +} + +variable "region" { + type = string + description = "The Google Cloud Platform (GCP) region in which to provision resources" +} + +variable "dataflow_worker_service_account_id" { + type = string + description = "The Dataflow Worker Service Account ID" +} + +variable "artifact_registry_id" { + type = string + description = "The ID of the artifact registry repository" +} diff --git a/.test-infra/pipelines/infrastructure/02.network/.terraform.lock.hcl b/.test-infra/pipelines/infrastructure/02.network/.terraform.lock.hcl new file mode 100644 index 0000000000000..aa3d8d0039eac --- /dev/null +++ b/.test-infra/pipelines/infrastructure/02.network/.terraform.lock.hcl @@ -0,0 +1,22 @@ +# This file is maintained automatically by "terraform init". +# Manual edits may be lost in future updates. + +provider "registry.terraform.io/hashicorp/google" { + version = "4.64.0" + hashes = [ + "h1:e9YVOqH5JQTR0LbT+VkOlJb1pDoZEvzXkqaA0Xsn5Mo=", + "h1:oT2shsj9Mb4dGGwzlbWQPMTGSex6yDtJZcF5xQJ7rdE=", + "zh:097fcb0a45fa41c2476deeb7a9adeadf5142e35e4d1a9eeb7b1720900a06807c", + "zh:177e6e34f10efb5cec16b4106af5aef5240f20c33d91d40f3ea73fdc6ce9a24a", + "zh:3331b0f62f900f8f1447e654a7318f3db03723739ac5dcdc446f1a1b1bf5fd0b", + "zh:39e5a19693f8d598d35968660837d1b55ca82d7c314cd433fd957d1c2a5b6616", + "zh:44d09cb871e7ec242610d84f93367755d0c532f744e5871a032cdba430e39ec7", + "zh:77769c0f8ace0be3f85b702b7d4cc0fd43d89bfbea1493166c4f288338222f0a", + "zh:a83ca3e204a85d1d04ee7a6432fdabc7b7e2ef7f46513b6309d8e30ea9e855a3", + "zh:bbf1e983d24877a690886aacd48085b37c8c61dc65e128707f36b7ae6de11abf", + "zh:c359fcf8694af0ec490a1784575eeb355d6e5a922b225f49d5307a06e9715ad0", + "zh:f0df551e19cf8cc9a021a4148518a610b856a50a55938710837fa55b4fbd252f", + "zh:f569b65999264a9416862bca5cd2a6177d94ccb0424f3a4ef424428912b9cb3c", + "zh:fb171d37178d46d711f3e09107492343f8356c1237bc6df23114920dc23c4528", + ] +} diff --git a/.test-infra/pipelines/infrastructure/02.network/README.md b/.test-infra/pipelines/infrastructure/02.network/README.md new file mode 100644 index 0000000000000..56977d6cb0141 --- /dev/null +++ b/.test-infra/pipelines/infrastructure/02.network/README.md @@ -0,0 +1,81 @@ + + +# Overview + +This directory provisions Google Cloud project networking for Dataflow usage. + +# List of all provision GCP resources + +The following table lists all provisioned resources and their rationale. + +| resource | reason | +|----------------|---------------------------------------------| +| Network | Run workload in its isolated GCP VPC | +| Subnetwork | Worker needs at least one subnetwork | +| Firewall Rules | Limit traffic to Worker service account VMS | + +# Usage + +Follow terraform workflow convention to apply this module. It assumes the +working directory is at +[.test-infra/pipelines](../..) + +## Terraform Init + +This module uses a Google Cloud Storage bucket backend. + +Initialize the terraform workspace for the `apache-beam-testing` project: + +``` +DIR=infrastructure/02.network +terraform -chdir=$DIR init -backend-config=apache-beam-testing.tfbackend +``` + +or for your own Google Cloud project: + +``` +DIR=infrastructure/02.network +terraform init -backend-config=path/to/your/backend-config-file.tfbackend +``` + +where your `backend-config-file.tfbackend` contains: + +``` +bucket = +``` + +## Terraform Apply + +Notice the `-var-file` flag referencing [common.tfvars](common.tfvars) that +provides opinionated variable defaults. + +For `apache-beam-testing`: + +``` +DIR=infrastructure/02.network +terraform -chdir=$DIR apply -var-file=common.tfvars -var-file=apache-beam-testing.tfvars +``` + +or for your own Google Cloud project: + +``` +DIR=infrastructure/02.network +terraform -chdir=$DIR apply -var-file=common.tfvars +``` diff --git a/.test-infra/pipelines/infrastructure/02.network/apache-beam-testing.tfbackend b/.test-infra/pipelines/infrastructure/02.network/apache-beam-testing.tfbackend new file mode 100644 index 0000000000000..76be44de6453e --- /dev/null +++ b/.test-infra/pipelines/infrastructure/02.network/apache-beam-testing.tfbackend @@ -0,0 +1,19 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +bucket = "b507e468-52e9-4e72-83e5-ecbf563eda12" diff --git a/.test-infra/pipelines/infrastructure/02.network/apache-beam-testing.tfvars b/.test-infra/pipelines/infrastructure/02.network/apache-beam-testing.tfvars new file mode 100644 index 0000000000000..ee56a64480c1f --- /dev/null +++ b/.test-infra/pipelines/infrastructure/02.network/apache-beam-testing.tfvars @@ -0,0 +1,19 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +project = "apache-beam-testing" diff --git a/.test-infra/pipelines/infrastructure/02.network/common.tfvars b/.test-infra/pipelines/infrastructure/02.network/common.tfvars new file mode 100644 index 0000000000000..5263bd82abfa9 --- /dev/null +++ b/.test-infra/pipelines/infrastructure/02.network/common.tfvars @@ -0,0 +1,22 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +region = "us-central1" +dataflow_worker_service_account_id = "infra-pipelines-worker" +network_name_base = "infra-pipelines" +subnetwork_cidr_range = "10.0.0.0/24" diff --git a/.test-infra/pipelines/infrastructure/02.network/data.tf b/.test-infra/pipelines/infrastructure/02.network/data.tf new file mode 100644 index 0000000000000..8cb074ab29813 --- /dev/null +++ b/.test-infra/pipelines/infrastructure/02.network/data.tf @@ -0,0 +1,22 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// Query the Dataflow Worker Service Account +data "google_service_account" "dataflow_worker" { + account_id = var.dataflow_worker_service_account_id +} diff --git a/.test-infra/pipelines/infrastructure/02.network/network.tf b/.test-infra/pipelines/infrastructure/02.network/network.tf new file mode 100644 index 0000000000000..8abd62aa2afa4 --- /dev/null +++ b/.test-infra/pipelines/infrastructure/02.network/network.tf @@ -0,0 +1,46 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// Provision virtual custom network +resource "google_compute_network" "default" { + name = var.network_name_base + auto_create_subnetworks = false +} + +// Provision subnetwork of the virtual custom network +resource "google_compute_subnetwork" "default" { + name = var.network_name_base + ip_cidr_range = var.subnetwork_cidr_range + network = google_compute_network.default.name + private_ip_google_access = true + region = var.region +} + +// Provision firewall rule for internal network traffic. +resource "google_compute_firewall" "default" { + name = "allow-data-pipelines-internal" + network = google_compute_network.default.name + + allow { + protocol = "tcp" + } + + source_service_accounts = [ + data.google_service_account.dataflow_worker.email + ] +} diff --git a/sdks/python/container/py37/build.gradle b/.test-infra/pipelines/infrastructure/02.network/provider.tf similarity index 71% rename from sdks/python/container/py37/build.gradle rename to .test-infra/pipelines/infrastructure/02.network/provider.tf index 547163a3514e1..e070d8408d963 100644 --- a/sdks/python/container/py37/build.gradle +++ b/.test-infra/pipelines/infrastructure/02.network/provider.tf @@ -4,25 +4,19 @@ * distributed with this work for additional information * regarding copyright ownership. The ASF licenses this file * to you under the Apache License, Version 2.0 (the - * License); you may not use this file except in compliance + * "License"); you may not use this file except in compliance * with the License. You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an AS IS BASIS, + * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ -plugins { - id 'base' - id 'org.apache.beam.module' +// Setup Google Cloud provider +provider "google" { + project = var.project } -applyDockerNature() -applyPythonNature() - -pythonVersion = '3.7' - -apply from: "../common.gradle" diff --git a/.test-infra/pipelines/infrastructure/02.network/state.tf b/.test-infra/pipelines/infrastructure/02.network/state.tf new file mode 100644 index 0000000000000..cffe530cf9035 --- /dev/null +++ b/.test-infra/pipelines/infrastructure/02.network/state.tf @@ -0,0 +1,26 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// Partial GCS based terraform backend configuration meant for use with a +// tfbackend file. +terraform { + backend "gcs" { + # bucket configured in *.tfbackend file + prefix = "terraform/state/github.com/apache/beam/.test-infra/pipelines/infrastructure/02.network" + } +} diff --git a/.test-infra/pipelines/infrastructure/02.network/variables.tf b/.test-infra/pipelines/infrastructure/02.network/variables.tf new file mode 100644 index 0000000000000..de53c845dc65c --- /dev/null +++ b/.test-infra/pipelines/infrastructure/02.network/variables.tf @@ -0,0 +1,42 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +variable "project" { + type = string + description = "The Google Cloud Platform (GCP) project within which resources are provisioned" +} + +variable "region" { + type = string + description = "The Google Cloud Platform (GCP) region in which to provision resources" +} + +variable "dataflow_worker_service_account_id" { + type = string + description = "The Dataflow Worker Service Account ID" +} + +variable "network_name_base" { + type = string + description = "The name of the Google Cloud Platform (GCP) name basis from which we name network related resources" +} + +variable "subnetwork_cidr_range" { + type = string + description = "The address range for this subnet, in CIDR notation. Use a standard private VPC network address range: for example, 10.0.0.0/9." +} diff --git a/.test-infra/pipelines/infrastructure/03.io/README.md b/.test-infra/pipelines/infrastructure/03.io/README.md new file mode 100644 index 0000000000000..f72fe07c1bbfd --- /dev/null +++ b/.test-infra/pipelines/infrastructure/03.io/README.md @@ -0,0 +1,24 @@ + + +# Overview + +This directory holds different terraform modules to provision resources required +for different pipeline needs. +See subdirectories for more details. diff --git a/.test-infra/pipelines/infrastructure/03.io/api-overuse-study/02.redis/README.md b/.test-infra/pipelines/infrastructure/03.io/api-overuse-study/02.redis/README.md new file mode 100644 index 0000000000000..9ea3a98ee777d --- /dev/null +++ b/.test-infra/pipelines/infrastructure/03.io/api-overuse-study/02.redis/README.md @@ -0,0 +1,46 @@ + + +# Overview + +This directory provisions a redis cluster in Kubernetes. + +# Usage + +Follow terraform workflow convention to apply this module. It assumes the +working directory is at +[.test-infra/pipelines/infrastructure/03.io/api-overuse-study](..). + +## Terraform Init + +Initialize the terraform workspace. + +``` +DIR=02.redis +terraform -chdir=$DIR init +``` + +## Terraform Apply + +Apply the terraform module. + +``` +DIR=02.redis +terraform -chdir=$DIR apply -var-file=common.tfvars +``` \ No newline at end of file diff --git a/.test-infra/pipelines/infrastructure/03.io/api-overuse-study/02.redis/common.tfvars b/.test-infra/pipelines/infrastructure/03.io/api-overuse-study/02.redis/common.tfvars new file mode 100644 index 0000000000000..f71b496b5a20a --- /dev/null +++ b/.test-infra/pipelines/infrastructure/03.io/api-overuse-study/02.redis/common.tfvars @@ -0,0 +1,19 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +namespace = "api-overuse-study" \ No newline at end of file diff --git a/.test-infra/pipelines/infrastructure/03.io/api-overuse-study/02.redis/data.tf b/.test-infra/pipelines/infrastructure/03.io/api-overuse-study/02.redis/data.tf new file mode 100644 index 0000000000000..32cb7434d3006 --- /dev/null +++ b/.test-infra/pipelines/infrastructure/03.io/api-overuse-study/02.redis/data.tf @@ -0,0 +1,24 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// Query the Kubernetes namespace to verify existence. +data "kubernetes_namespace" "default" { + metadata { + name = var.namespace + } +} \ No newline at end of file diff --git a/plugins/beam-code-completion-plugin/src/test/java/BeamCompletionContributorTestcase.java b/.test-infra/pipelines/infrastructure/03.io/api-overuse-study/02.redis/provider.tf similarity index 76% rename from plugins/beam-code-completion-plugin/src/test/java/BeamCompletionContributorTestcase.java rename to .test-infra/pipelines/infrastructure/03.io/api-overuse-study/02.redis/provider.tf index 630ed795caa2c..20bdbac74ea2f 100644 --- a/plugins/beam-code-completion-plugin/src/test/java/BeamCompletionContributorTestcase.java +++ b/.test-infra/pipelines/infrastructure/03.io/api-overuse-study/02.redis/provider.tf @@ -16,12 +16,12 @@ * limitations under the License. */ - -import com.intellij.testFramework.fixtures.BasePlatformTestCase; -import org.junit.Assert; - -public class BeamCompletionContributorTestcase extends BasePlatformTestCase { - public void testAutoPopupCompletions() { - Assert.assertEquals(2,2); - } +provider "kubernetes" { + config_path = "~/.kube/config" } + +provider "helm" { + kubernetes { + config_path = "~/.kube/config" + } +} \ No newline at end of file diff --git a/.test-infra/pipelines/infrastructure/03.io/api-overuse-study/02.redis/redis.tf b/.test-infra/pipelines/infrastructure/03.io/api-overuse-study/02.redis/redis.tf new file mode 100644 index 0000000000000..93b74a28782e2 --- /dev/null +++ b/.test-infra/pipelines/infrastructure/03.io/api-overuse-study/02.redis/redis.tf @@ -0,0 +1,35 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// Spin up a Redis cluster within the Kubernetes cluster using the bitami +// helm chart. +resource "helm_release" "redis" { + wait = false + repository = "https://charts.bitnami.com/bitnami" + chart = "redis" + name = "redis" + namespace = data.kubernetes_namespace.default.metadata[0].name + set { + name = "auth.enabled" + value = false + } + set { + name = "auth.sentinel" + value = false + } +} \ No newline at end of file diff --git a/.test-infra/pipelines/infrastructure/03.io/api-overuse-study/02.redis/variables.tf b/.test-infra/pipelines/infrastructure/03.io/api-overuse-study/02.redis/variables.tf new file mode 100644 index 0000000000000..b55ce279654a3 --- /dev/null +++ b/.test-infra/pipelines/infrastructure/03.io/api-overuse-study/02.redis/variables.tf @@ -0,0 +1,22 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +variable "namespace" { + type = string + description = "The Kubernetes namespace" +} \ No newline at end of file diff --git a/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/.terraform.lock.hcl b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/.terraform.lock.hcl new file mode 100644 index 0000000000000..b427fc0d2a5d8 --- /dev/null +++ b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/.terraform.lock.hcl @@ -0,0 +1,21 @@ +# This file is maintained automatically by "terraform init". +# Manual edits may be lost in future updates. + +provider "registry.terraform.io/hashicorp/google" { + version = "4.65.2" + hashes = [ + "h1:cnZqZeDJdQzW+JvJ+yCzM5h2dAyZt85Srugts7ymqzc=", + "zh:00152f7b8882ed26502965d60a7c1fc897f59db43ee483b4fbdf1bc3387ea2ea", + "zh:4db0f1ed8df34628808de27ea3f2747323ddac3d1919c6e1a9a54a437a93f809", + "zh:5f34a52fa2708350f4b31a325cf2a231327d0d54002bb62f689d3d095927ae9f", + "zh:804d2c73dd09362f6218075a8729c0bab2250f78b24638d683e8a292c076eccc", + "zh:91a4fa7b890d99e5b5a285028c8707c57d6562c3d14230d3ce426a5087a1099a", + "zh:a3eee907fd007348d518074670a894a656fdb2e7f3c27d7a00d2350eea9cbae6", + "zh:c4c32d40cffc780aa3ff1f996110462eca594186f8acd7ca0238b7990d8e7508", + "zh:ccd072f8f9c74d0e18baf8a09d64660924bb34c5f071e8480d1d91440ce3e434", + "zh:dcadca9ab46f8202d8a76b65ab4f5c8167c43bdeb6f149586a67718c3bef6185", + "zh:e38514a5ba4f5acb0e95b6babd953ca5192616c9f9fbe2da4cdf83c3a07468d3", + "zh:edbe487cfb51a9605c097eab47000f9cc92b9dbdeec55b3fbb048b714cf26031", + "zh:f569b65999264a9416862bca5cd2a6177d94ccb0424f3a4ef424428912b9cb3c", + ] +} diff --git a/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/README.md b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/README.md new file mode 100644 index 0000000000000..612a164399c6e --- /dev/null +++ b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/README.md @@ -0,0 +1,86 @@ + + +# Overview + +This directory holds terraform code to provision resources that +[org.apache.beam.testinfra.pipelines.ReadDataflowApiWriteBigQuery](../../../src/main/java/org/apache/beam/testinfra/pipelines/ReadDataflowApiWriteBigQuery.java) +reads from and writes to. + +# List of all provision GCP resources + +The following lists all provisioned resources and their rationale +categorized by GCP service. + +| resource | reason | +|-----------------------------|-------------------------------------------------------| +| Eventarc Workflow | Intended for listening to Dataflow Status Changes | +| Pub/Sub topic | Required for Eventarc Workflow | +| Pub/Sub subscription | Intended as a source; subscribes to Eventarc Workflow | +| Google Cloud Storage Bucket | Intended for temporary storage | +| BigQuery Datasets | Intended as sink | + +# Usage + +Follow terraform workflow convention to apply this module. It assumes the +working directory is at +[.test-infra/pipelines](../../..) + +## Terraform Init + +This module uses a Google Cloud Storage bucket backend. + +Initialize the terraform workspace for the `apache-beam-testing` project: + +``` +DIR=infrastructure/03.io/dataflow-to-bigquery +terraform -chdir=$DIR init -backend-config=apache-beam-testing.tfbackend +``` + +or for your own Google Cloud project: + +``` +DIR=infrastructure/03.io/dataflow-to-bigquery +terraform init -backend-config=path/to/your/backend-config-file.tfbackend +``` + +where your `backend-config-file.tfbackend` contains: + +``` +bucket = +``` + +## Terraform Apply + +Notice the `-var-file` flag referencing [common.tfvars](common.tfvars) that +provides opinionated variable defaults. + +For `apache-beam-testing`: + +``` +DIR=infrastructure/03.io/dataflow-to-bigquery +terraform -chdir=$DIR apply -var-file=common.tfvars -var-file=apache-beam-testing.tfvars +``` + +or for your own Google Cloud project: + +``` +DIR=infrastructure/03.io/dataflow-to-bigquery +terraform -chdir=$DIR apply -var-file=common.tfvars +``` diff --git a/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/apache-beam-testing.tfbackend b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/apache-beam-testing.tfbackend new file mode 100644 index 0000000000000..76be44de6453e --- /dev/null +++ b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/apache-beam-testing.tfbackend @@ -0,0 +1,19 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +bucket = "b507e468-52e9-4e72-83e5-ecbf563eda12" diff --git a/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/apache-beam-testing.tfvars b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/apache-beam-testing.tfvars new file mode 100644 index 0000000000000..ee56a64480c1f --- /dev/null +++ b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/apache-beam-testing.tfvars @@ -0,0 +1,19 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +project = "apache-beam-testing" diff --git a/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/bigquery.tf b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/bigquery.tf new file mode 100644 index 0000000000000..1b11ab7992814 --- /dev/null +++ b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/bigquery.tf @@ -0,0 +1,30 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// Provision BigQuery dataset sink to store Dataflow API Job data +resource "google_bigquery_dataset" "sink" { + dataset_id = replace(var.workflow_resource_name_base, "-", "_") + description = "Stores Dataflow API Jobs data" +} + +// Provision IAM roles to write to BigQuery sink +resource "google_bigquery_dataset_iam_member" "dataflow_worker_roles" { + dataset_id = google_bigquery_dataset.sink.dataset_id + member = "serviceAccount:${data.google_service_account.dataflow_worker.email}" + role = "roles/bigquery.dataEditor" +} diff --git a/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/common.tfvars b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/common.tfvars new file mode 100644 index 0000000000000..1f6b731240f1d --- /dev/null +++ b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/common.tfvars @@ -0,0 +1,22 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +region = "us-central1" +eventarc_workflow_service_account_id = "eventarc-workflow-sa" +dataflow_worker_service_account_id = "infra-pipelines-worker" +workflow_resource_name_base = "dataflow-job-v1beta3-status-changed" diff --git a/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/data.tf b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/data.tf new file mode 100644 index 0000000000000..19b50a00aa49f --- /dev/null +++ b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/data.tf @@ -0,0 +1,27 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// Query the Dataflow Worker service account +data "google_service_account" "dataflow_worker" { + account_id = var.dataflow_worker_service_account_id +} + +// Query the GCP project. Needed to acquire the project number. +data "google_project" "default" { + project_id = var.project +} diff --git a/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/iam.tf b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/iam.tf new file mode 100644 index 0000000000000..199ccde1cdb68 --- /dev/null +++ b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/iam.tf @@ -0,0 +1,41 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// Provision Eventarc and Workflow service account +resource "google_service_account" "default" { + account_id = var.eventarc_workflow_service_account_id + description = "Executes and processes Eventarc and Workflows" +} + +// Add IAM roles to Eventarc and Workflow service account +resource "google_project_iam_member" "default" { + for_each = toset([ + "roles/pubsub.publisher", + "roles/workflows.invoker", + "roles/eventarc.eventReceiver", + ]) + member = "serviceAccount:${google_service_account.default.email}" + role = each.key + project = var.project +} + +resource "google_project_iam_member" "gcp-sa-pubsub" { + member = "serviceAccount:service-${data.google_project.default.number}@gcp-sa-pubsub.iam.gserviceaccount.com" + project = var.project + role = "roles/iam.serviceAccountTokenCreator" +} diff --git a/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/provider.tf b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/provider.tf new file mode 100644 index 0000000000000..bbbdd5d5f9e61 --- /dev/null +++ b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/provider.tf @@ -0,0 +1,21 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +provider "google" { + project = var.project +} \ No newline at end of file diff --git a/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/pubsub.tf b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/pubsub.tf new file mode 100644 index 0000000000000..dad4af934abf7 --- /dev/null +++ b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/pubsub.tf @@ -0,0 +1,39 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// Provision a Pub/Sub topic to forward Eventarc Workflow event payloads +resource "google_pubsub_topic" "workflow_topic" { + name = var.workflow_resource_name_base +} + +// Provision a Pub/Sub subscription to the Eventarc Workflow event topic +resource "google_pubsub_subscription" "source" { + name = "${var.workflow_resource_name_base}-sub" + topic = google_pubsub_topic.workflow_topic.name +} + +// Allow Dataflow Worker Service Account to subscribe to Pub/Sub subscription +resource "google_pubsub_subscription_iam_member" "source" { + for_each = toset([ + "roles/pubsub.viewer", + "roles/pubsub.subscriber", + ]) + member = "serviceAccount:${data.google_service_account.dataflow_worker.email}" + role = each.key + subscription = google_pubsub_subscription.source.id +} diff --git a/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/state.tf b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/state.tf new file mode 100644 index 0000000000000..ad0b0d1d4babe --- /dev/null +++ b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/state.tf @@ -0,0 +1,26 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// Partial GCS based terraform backend configuration meant for use with a +// tfbackend file. +terraform { + backend "gcs" { + # bucket configured in *.tfbackend file + prefix = "terraform/state/github.com/apache/beam/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery" + } +} diff --git a/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/variables.tf b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/variables.tf new file mode 100644 index 0000000000000..f1937f95ec45f --- /dev/null +++ b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/variables.tf @@ -0,0 +1,42 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +variable "project" { + type = string + description = "The Google Cloud Platform (GCP) project within which resources are provisioned" +} + +variable "region" { + type = string + description = "The Google Cloud Platform (GCP) region in which to provision resources" +} + +variable "workflow_resource_name_base" { + type = string + description = "The basis to derive of GCP Workflow related resource names such as Pub/Sub and the Workflow itself" +} + +variable "eventarc_workflow_service_account_id" { + type = string + description = "The Eventarc Workflow Service Account ID" +} + +variable "dataflow_worker_service_account_id" { + type = string + description = "The Dataflow Worker Service Account ID" +} diff --git a/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/workflow.tf b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/workflow.tf new file mode 100644 index 0000000000000..4b3b214fa38b0 --- /dev/null +++ b/.test-infra/pipelines/infrastructure/03.io/dataflow-to-bigquery/workflow.tf @@ -0,0 +1,67 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// Creates a GCP Eventarc trigger matching Dataflow Job Status Changed events +// See the following resources for more details: +// https://cloud.google.com/eventarc +// https://cloud.google.com/eventarc/docs/reference/supported-events +resource "google_eventarc_trigger" "default" { + depends_on = [google_project_iam_member.default] + location = var.region + name = var.workflow_resource_name_base + service_account = google_service_account.default.email + + matching_criteria { + attribute = "type" + // matches 'type' property of the following command's output: + // gcloud eventarc providers describe dataflow.googleapis.com --location=us-central1 + value = "google.cloud.dataflow.job.v1beta3.statusChanged" + } + + destination { + workflow = google_workflows_workflow.default.id + } +} + +// Provisions a Workflow to which Dataflow Job Status Eventarc events are sent +// Forwards event payload to PubSub. See the following for the expected schema: +// https://github.com/googleapis/google-cloudevents/tree/main/proto/google/events/cloud/dataflow +resource "google_workflows_workflow" "default" { + depends_on = [google_project_iam_member.default] + name = var.workflow_resource_name_base + description = "Consumes Dataflow Job Status Eventarc events and publishes to Pub/Sub" + region = var.region + service_account = google_service_account.default.email + source_contents = < + +# Overview + +This directory holds terraform code to build the +[org.apache.beam.testinfra.pipelines.ReadDataflowApiWriteBigQuery](../../../src/main/java/org/apache/beam/testinfra/pipelines/ReadDataflowApiWriteBigQuery.java) +pipeline for use as a [Dataflow Flex Template](https://cloud.google.com/dataflow/docs/guides/templates/using-flex-templates). + +# Why terraform? + +As of this README's writing, there is no resource block for the Google Cloud +terraform provider to provision Dataflow Templates. Therefore, this solution +makes use of the +[null_resource](https://registry.terraform.io/providers/hashicorp/null/latest/docs/resources/resource) +along with the +[local-exec](https://developer.hashicorp.com/terraform/language/resources/provisioners/local-exec) +provisioner. + +The benefit of using terraform is that it provides clean resource lookups, +within its workflow, known to make submitting the Dataflow job +cumbersome through other means, such as through a gradle command, bash script, +etc. + +# Usage + +Follow terraform workflow convention to apply this module. It assumes the +working directory is at +[.test-infra/pipelines](../../..) + +This module does not use a state backend. + +Notice the `-var-file` flag referencing [common.tfvars](common.tfvars) that +provides opinionated variable defaults. + +For `apache-beam-testing`: + +``` +DIR=infrastructure/04.template/dataflow-to-bigquery +terraform -chdir=$DIR init +terraform -chdir=$DIR apply -var-file=common.tfvars -var-file=apache-beam-testing.tfvars +``` + +or for your own Google Cloud project: + +``` +DIR=infrastructure/04.template/dataflow-to-bigquery +terraform -chdir=$DIR init +terraform -chdir=$DIR apply -var-file=common.tfvars +``` diff --git a/.test-infra/pipelines/infrastructure/04.template/dataflow-to-bigquery/apache-beam-testing.tfvars b/.test-infra/pipelines/infrastructure/04.template/dataflow-to-bigquery/apache-beam-testing.tfvars new file mode 100644 index 0000000000000..289150180c011 --- /dev/null +++ b/.test-infra/pipelines/infrastructure/04.template/dataflow-to-bigquery/apache-beam-testing.tfvars @@ -0,0 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +project = "apache-beam-testing" +storage_bucket_name = "infra-pipelines-19brjqq5" diff --git a/.test-infra/pipelines/infrastructure/04.template/dataflow-to-bigquery/common.tfvars b/.test-infra/pipelines/infrastructure/04.template/dataflow-to-bigquery/common.tfvars new file mode 100644 index 0000000000000..a3ea620c47bcb --- /dev/null +++ b/.test-infra/pipelines/infrastructure/04.template/dataflow-to-bigquery/common.tfvars @@ -0,0 +1,24 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +artifact_registry_id = "infra-pipelines" +dataflow_worker_service_account_id = "infra-pipelines-worker" +gradle_project = ":beam-test-infra-pipelines" +network_name_base = "infra-pipelines" +region = "us-central1" +template_image_prefix = "dataflow-to-bigquery" diff --git a/.test-infra/pipelines/infrastructure/04.template/dataflow-to-bigquery/data.tf b/.test-infra/pipelines/infrastructure/04.template/dataflow-to-bigquery/data.tf new file mode 100644 index 0000000000000..9df9b360e3160 --- /dev/null +++ b/.test-infra/pipelines/infrastructure/04.template/dataflow-to-bigquery/data.tf @@ -0,0 +1,53 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// Query the Artifact Registry repository. +data "google_artifact_registry_repository" "default" { + location = var.region + repository_id = var.artifact_registry_id +} + +// Query the Dataflow Worker service account. +data "google_service_account" "dataflow_worker" { + account_id = var.dataflow_worker_service_account_id +} + +// Query the GCP project. +data "google_project" "default" { + project_id = var.project +} + +// Query the GCP Network. +data "google_compute_network" "default" { + name = var.network_name_base +} + +// Query the GCP Subnetwork. +data "google_compute_subnetwork" "default" { + region = var.region + name = var.network_name_base +} + +// Query the Storage bucket. +data "google_storage_bucket" "default" { + name = var.storage_bucket_name +} + +locals { + template_file_gcs_path = "gs://${data.google_storage_bucket.default.name}/templates/dataflow-to-bigquery.json" +} diff --git a/.test-infra/pipelines/infrastructure/04.template/dataflow-to-bigquery/dataflow-template.json b/.test-infra/pipelines/infrastructure/04.template/dataflow-to-bigquery/dataflow-template.json new file mode 100644 index 0000000000000..8d9e7ab64e06e --- /dev/null +++ b/.test-infra/pipelines/infrastructure/04.template/dataflow-to-bigquery/dataflow-template.json @@ -0,0 +1,20 @@ +{ + "description": "Reads from Dataflow Eventarc Pub/Sub Channel and writes to Big/Query", + "name": "Dataflow Jobs data to Big/Query", + "parameters": [ + { + "name": "subscription", + "helpText": "Format: projects/project/subscriptions/subscription. The source Pub/Sub subscription to receive Eventarc events.", + "isOptional": false, + "label": "Pub/Sub Eventarc Subscription", + "paramType": "TEXT" + }, + { + "name": "dataset", + "helpText": "Format: project.dataset. The BigQuery dataset to which to write Dataflow Jobs data.", + "isOptional": false, + "label": "BigQuery Dataset", + "paramType": "TEXT" + } + ] +} \ No newline at end of file diff --git a/.test-infra/pipelines/infrastructure/04.template/dataflow-to-bigquery/output.tf b/.test-infra/pipelines/infrastructure/04.template/dataflow-to-bigquery/output.tf new file mode 100644 index 0000000000000..1ad90b21d31ac --- /dev/null +++ b/.test-infra/pipelines/infrastructure/04.template/dataflow-to-bigquery/output.tf @@ -0,0 +1,22 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// Output the path to the generated Dataflow Template File GCS path. +output "template_file_gcs_path" { + value = local.template_file_gcs_path +} diff --git a/.test-infra/pipelines/infrastructure/04.template/dataflow-to-bigquery/provider.tf b/.test-infra/pipelines/infrastructure/04.template/dataflow-to-bigquery/provider.tf new file mode 100644 index 0000000000000..208d543f1ee80 --- /dev/null +++ b/.test-infra/pipelines/infrastructure/04.template/dataflow-to-bigquery/provider.tf @@ -0,0 +1,21 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +provider "google" { + project = var.project +} diff --git a/.test-infra/pipelines/infrastructure/04.template/dataflow-to-bigquery/template.tf b/.test-infra/pipelines/infrastructure/04.template/dataflow-to-bigquery/template.tf new file mode 100644 index 0000000000000..9a1296091c572 --- /dev/null +++ b/.test-infra/pipelines/infrastructure/04.template/dataflow-to-bigquery/template.tf @@ -0,0 +1,58 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +locals { + beam_root = "${path.module}/../../../../.." +} + +// Builds the Shadow jar via the gradle command. +resource "null_resource" "shadowjar" { + triggers = { + id = uuid() + } + provisioner "local-exec" { + working_dir = local.beam_root + command = "./gradlew ${var.gradle_project}:shadowJar" + } +} + +// Builds the Dataflow Flex template by invoking the gcloud command. +resource "null_resource" "build_template" { + triggers = { + id = uuid() + } + depends_on = [null_resource.shadowjar] + provisioner "local-exec" { + command = < + +# Overview + +This directory holds all the terraform modules for setting up the Google Cloud +(GCP) resources necessary to executing [:beam-test-infra-pipelines](../) +pipelines using the Dataflow runner. + +# Code organization + +Folders are named according to recommended order of execution. For example, +[01.setup](01.setup) is intended to be used prior to [02.network](02.network). + +# Common Terraform Modules + +The following terraform modules apply to all executable +[:beam-test-infra-pipelines](../) pipelines. + +| Path | Purpose | +|--------------------------|-------------------| +| [01.setup](01.setup) | Setup GCP project | +| [02.network](02.network) | Provision network | + +# Specific Terraform Modules + +The following modules apply to specific pipelines. When creating a new +executable pipeline and its supported terraform, please consider updating this +documentation. + +## org.apache.beam.testinfra.pipelines.ReadDataflowApiWriteBigQuery + +The following modules provision resources related to +[`org.apache.beam.testinfra.pipelines.ReadDataflowApiWriteBigQuery`](../src/main/java/org/apache/beam/testinfra/pipelines/ReadDataflowApiWriteBigQuery.java). + +| Path | Purpose | Required/Optional | +|----------------------------------------------------------------------|--------------------------------------------------------------------------|-------------------| +| [03.io/dataflow-to-bigquery](03.io/dataflow-to-bigquery) | Provisions resources to read from the Dataflow API and write to BigQuery | required | +| [04.template/dataflow-to-bigquery](04.template/dataflow-to-bigquery) | Builds a Dataflow Flex Template that executes the pipelines | optional | + +Therefore, to run +[`org.apache.beam.testinfra.pipelines.ReadDataflowApiWriteBigQuery`](../src/main/java/org/apache/beam/testinfra/pipelines/ReadDataflowApiWriteBigQuery.java), +apply the following recommended order of terraform modules. See their respective +READMEs for more details. + +1. [01.setup](01.setup) +2. [02.network](02.network) +3. [03.io/dataflow-to-bigquery](03.io/dataflow-to-bigquery) +4. [04.template/dataflow-to-bigquery](04.template/dataflow-to-bigquery) (_if you want to use Dataflow Flex Templates_) diff --git a/.test-infra/pipelines/src/main/go/internal/environment/variable.go b/.test-infra/pipelines/src/main/go/internal/environment/variable.go new file mode 100644 index 0000000000000..1e81a2e2ce83b --- /dev/null +++ b/.test-infra/pipelines/src/main/go/internal/environment/variable.go @@ -0,0 +1,81 @@ +// Licensed to the Apache Software Foundation (ASF) under one or more +// contributor license agreements. See the NOTICE file distributed with +// this work for additional information regarding copyright ownership. +// The ASF licenses this file to You under the Apache License, Version 2.0 +// (the "License"); you may not use this file except in compliance with +// the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +// Package environment provides helpers for interacting with environment variables. +package environment + +import ( + "fmt" + "os" + "strings" +) + +// Variable defines an environment variable via a string type alias. +// Variable's string defaultValue assigns the system environment variable key. +type Variable string + +// Default a defaultValue to the system environment. +func (v Variable) Default(value string) error { + if v.Missing() { + return os.Setenv((string)(v), value) + } + return nil +} + +// Missing reports whether the system environment variable is an empty string. +func (v Variable) Missing() bool { + return v.Value() == "" +} + +// Key returns the system environment variable key. +func (v Variable) Key() string { + return (string)(v) +} + +// Value returns the system environment variable defaultValue. +func (v Variable) Value() string { + return os.Getenv((string)(v)) +} + +// KeyValue returns a concatenated string of the system environment variable's +// =. +func (v Variable) KeyValue() string { + return fmt.Sprintf("%s=%s", (string)(v), v.Value()) +} + +// Missing reports as an error listing all Variable among vars that are +// not assigned in the system environment. +func Missing(vars ...Variable) error { + var missing []string + for _, v := range vars { + if v.Missing() { + missing = append(missing, v.KeyValue()) + } + } + if len(missing) > 0 { + return fmt.Errorf("variables empty but expected from environment: %s", strings.Join(missing, "; ")) + } + return nil +} + +// Map converts a slice of Variable into a map. +// Its usage is for logging purposes. +func Map(vars ...Variable) map[string]interface{} { + result := map[string]interface{}{} + for _, v := range vars { + result[(string)(v)] = v.Value() + } + return result +} diff --git a/.test-infra/pipelines/src/main/go/internal/environment/variable_test.go b/.test-infra/pipelines/src/main/go/internal/environment/variable_test.go new file mode 100644 index 0000000000000..6675b39ab26cf --- /dev/null +++ b/.test-infra/pipelines/src/main/go/internal/environment/variable_test.go @@ -0,0 +1,358 @@ +// Licensed to the Apache Software Foundation (ASF) under one or more +// contributor license agreements. See the NOTICE file distributed with +// this work for additional information regarding copyright ownership. +// The ASF licenses this file to You under the Apache License, Version 2.0 +// (the "License"); you may not use this file except in compliance with +// the License. You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +package environment + +import ( + "errors" + "github.com/google/go-cmp/cmp" + "os" + "testing" +) + +func TestMap(t *testing.T) { + type args struct { + vars []Variable + values []string + } + tests := []struct { + name string + args args + want map[string]interface{} + }{ + { + name: "{}", + args: args{}, + want: map[string]interface{}{}, + }, + { + name: "{A=1; B=2; C=3}", + args: args{ + vars: []Variable{ + "A", + "B", + "C", + }, + values: []string{ + "1", + "2", + "3", + }, + }, + want: map[string]interface{}{ + "A": "1", + "B": "2", + "C": "3", + }, + }, + } + for _, tt := range tests { + t.Run(tt.name, func(t *testing.T) { + clear(tt.args.vars...) + set(t, tt.args.vars, tt.args.values) + got := Map(tt.args.vars...) + if diff := cmp.Diff(got, tt.want); diff != "" { + t.Errorf("Map() = %v, want %v, diff:\n%v", got, tt.want, diff) + } + }) + } +} + +func TestMissing(t *testing.T) { + type args struct { + vars []Variable + values []string + } + tests := []struct { + name string + args args + want error + }{ + { + name: "{}", + args: args{}, + }, + { + name: "{A=}", + args: args{ + vars: []Variable{ + "A", + }, + values: []string{ + "", + }, + }, + want: errors.New("variables empty but expected from environment: A="), + }, + { + name: "{A=1}", + args: args{ + vars: []Variable{ + "A", + }, + values: []string{ + "1", + }, + }, + want: nil, + }, + { + name: "{A=; B=}", + args: args{ + vars: []Variable{ + "A", + "B", + }, + values: []string{ + "", + "", + }, + }, + want: errors.New("variables empty but expected from environment: A=; B="), + }, + } + for _, tt := range tests { + t.Run(tt.name, func(t *testing.T) { + var got, want string + clear(tt.args.vars...) + set(t, tt.args.vars, tt.args.values) + err := Missing(tt.args.vars...) + if err != nil { + got = err.Error() + } + if tt.want != nil { + want = tt.want.Error() + } + if diff := cmp.Diff(got, want); diff != "" { + t.Errorf("Missing() error = %v, want %v, diff:\n%s", err, tt.want, diff) + } + }) + } +} + +func TestVariable_Default(t *testing.T) { + type args struct { + setValue string + defaultValue string + } + tests := []struct { + name string + v Variable + args args + want string + }{ + { + name: "environment variable not set", + v: "A", + args: args{ + defaultValue: "1", + }, + want: "1", + }, + { + name: "environment variable default is overridden by set value", + v: "A", + args: args{ + setValue: "2", + defaultValue: "1", + }, + want: "2", + }, + } + for _, tt := range tests { + t.Run(tt.name, func(t *testing.T) { + clear(tt.v) + if tt.args.setValue != "" { + set(t, []Variable{tt.v}, []string{tt.args.setValue}) + } + if err := tt.v.Default(tt.args.defaultValue); err != nil { + t.Fatalf("could not set default environment variable value during test execution: %v", err) + } + got := os.Getenv(tt.v.Key()) + if diff := cmp.Diff(got, tt.want); diff != "" { + t.Errorf("Default() = %s, want %s, diff:\n%s", got, tt.want, diff) + } + }) + } +} + +func TestVariable_KeyValue(t *testing.T) { + tests := []struct { + name string + v Variable + value string + want string + }{ + { + name: "environment variable not set", + v: "A", + want: "A=", + }, + { + name: "environment variable is set", + v: "A", + value: "1", + want: "A=1", + }, + } + for _, tt := range tests { + clear(tt.v) + t.Run(tt.name, func(t *testing.T) { + set(t, []Variable{tt.v}, []string{tt.value}) + got := tt.v.KeyValue() + if diff := cmp.Diff(got, tt.want); diff != "" { + t.Errorf("KeyValue() = %v, want %v, diff:\n%s", got, tt.want, diff) + } + }) + } +} + +func TestVariable_Missing(t *testing.T) { + type args struct { + setValue string + defaultValue string + } + tests := []struct { + name string + args args + v Variable + want bool + }{ + { + name: "no default and not set", + args: args{}, + v: "A", + want: true, + }, + { + name: "has default but not set", + args: args{ + defaultValue: "1", + }, + v: "A", + want: false, + }, + { + name: "no default but set", + args: args{ + setValue: "1", + }, + v: "A", + want: false, + }, + { + name: "has default and set", + args: args{ + setValue: "2", + defaultValue: "1", + }, + v: "A", + want: false, + }, + } + for _, tt := range tests { + t.Run(tt.name, func(t *testing.T) { + clear(tt.v) + if tt.args.defaultValue != "" { + if err := tt.v.Default(tt.args.defaultValue); err != nil { + t.Fatalf("could not set default environment variable value during test execution: %v", err) + } + } + if tt.args.setValue != "" { + set(t, []Variable{tt.v}, []string{tt.args.setValue}) + } + if got := tt.v.Missing(); got != tt.want { + t.Errorf("Missing() = %v, want %v", got, tt.want) + } + }) + } +} + +func TestVariable_Value(t *testing.T) { + type args struct { + setValue string + defaultValue string + } + tests := []struct { + name string + args args + v Variable + want string + }{ + { + name: "no default and not set", + args: args{}, + v: "A", + want: "", + }, + { + name: "has default but not set", + args: args{ + defaultValue: "1", + }, + v: "A", + want: "1", + }, + { + name: "no default but set", + args: args{ + setValue: "1", + }, + v: "A", + want: "1", + }, + { + name: "has default and set", + args: args{ + setValue: "2", + defaultValue: "1", + }, + v: "A", + want: "2", + }, + } + for _, tt := range tests { + clear(tt.v) + if tt.args.defaultValue != "" { + if err := tt.v.Default(tt.args.defaultValue); err != nil { + t.Fatalf("could not set default environment variable value during test execution: %v", err) + } + } + if tt.args.setValue != "" { + set(t, []Variable{tt.v}, []string{tt.args.setValue}) + } + t.Run(tt.name, func(t *testing.T) { + if got := tt.v.Value(); got != tt.want { + t.Errorf("Value() = %v, want %v", got, tt.want) + } + }) + } +} + +func clear(vars ...Variable) { + for _, k := range vars { + _ = os.Setenv(k.Key(), "") + } +} + +func set(t *testing.T, vars []Variable, values []string) { + if len(vars) != len(values) { + t.Fatalf("test cases should be configured with matching args.vars and args.values: len(tt.args.vars): %v != len(tt.args.values): %v", len(vars), len(values)) + } + for i := range vars { + key := vars[i].Key() + value := values[i] + _ = os.Setenv(key, value) + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/ReadDataflowApiWriteBigQuery.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/ReadDataflowApiWriteBigQuery.java new file mode 100644 index 0000000000000..f12f285ec4732 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/ReadDataflowApiWriteBigQuery.java @@ -0,0 +1,362 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines; + +import static org.apache.beam.sdk.values.TypeDescriptors.rows; + +import com.google.dataflow.v1beta3.GetJobExecutionDetailsRequest; +import com.google.dataflow.v1beta3.GetJobMetricsRequest; +import com.google.dataflow.v1beta3.GetJobRequest; +import com.google.dataflow.v1beta3.Job; +import com.google.events.cloud.dataflow.v1beta3.JobState; +import com.google.events.cloud.dataflow.v1beta3.JobType; +import com.google.protobuf.GeneratedMessageV3; +import java.util.Arrays; +import java.util.stream.Collectors; +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.io.gcp.bigquery.WriteResult; +import org.apache.beam.sdk.io.gcp.pubsub.PubsubIO; +import org.apache.beam.sdk.metrics.Counter; +import org.apache.beam.sdk.metrics.Metrics; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.Flatten; +import org.apache.beam.sdk.transforms.MapElements; +import org.apache.beam.sdk.transforms.PTransform; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.WithFailures; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.PCollectionList; +import org.apache.beam.sdk.values.Row; +import org.apache.beam.testinfra.pipelines.bigquery.BigQueryWriteOptions; +import org.apache.beam.testinfra.pipelines.bigquery.BigQueryWrites; +import org.apache.beam.testinfra.pipelines.conversions.ConversionError; +import org.apache.beam.testinfra.pipelines.conversions.EventarcConversions; +import org.apache.beam.testinfra.pipelines.conversions.JobsToRow; +import org.apache.beam.testinfra.pipelines.conversions.RowConversionResult; +import org.apache.beam.testinfra.pipelines.conversions.WithAppendedDetailsToRow; +import org.apache.beam.testinfra.pipelines.dataflow.DataflowClientFactoryConfiguration; +import org.apache.beam.testinfra.pipelines.dataflow.DataflowFilterEventarcJobs; +import org.apache.beam.testinfra.pipelines.dataflow.DataflowGetJobExecutionDetails; +import org.apache.beam.testinfra.pipelines.dataflow.DataflowGetJobMetrics; +import org.apache.beam.testinfra.pipelines.dataflow.DataflowGetJobs; +import org.apache.beam.testinfra.pipelines.dataflow.DataflowJobsOptions; +import org.apache.beam.testinfra.pipelines.dataflow.DataflowReadResult; +import org.apache.beam.testinfra.pipelines.dataflow.DataflowRequestError; +import org.apache.beam.testinfra.pipelines.dataflow.DataflowRequests; +import org.apache.beam.testinfra.pipelines.dataflow.JobMetricsWithAppendedDetails; +import org.apache.beam.testinfra.pipelines.dataflow.StageSummaryWithAppendedDetails; +import org.apache.beam.testinfra.pipelines.pubsub.PubsubReadOptions; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableList; +import org.checkerframework.checker.nullness.qual.NonNull; + +/** + * Constructs and executes a {@link Pipeline} that reads from the Dataflow API and writes to + * BigQuery. For internal use only. + */ +@Internal +public class ReadDataflowApiWriteBigQuery { + + public interface Options extends DataflowJobsOptions, PubsubReadOptions, BigQueryWriteOptions {} + + public static void main(String[] args) { + Options options = PipelineOptionsFactory.fromArgs(args).withValidation().as(Options.class); + Pipeline pipeline = Pipeline.create(options); + DataflowClientFactoryConfiguration configuration = + DataflowClientFactoryConfiguration.builder(options).build(); + + // Retrieve Jobs calling the JobsV1Beta3.GetJob rpc. + PCollection jobs = readEvents(options, pipeline); + + // Retrieve JobMetrics calling the MetricsV1Beta3.GetJobMetrics rpc. + readDetailsFromDataflowJobs( + options, + BigQueryWrites.JOB_METRICS_ERRORS, + GetJobMetricsRequest.class, + JobMetricsWithAppendedDetails.class, + jobs, + DataflowGetJobMetrics.create(configuration), + WithAppendedDetailsToRow.jobMetricsWithAppendedDetailsToRow(), + BigQueryWrites.dataflowJobMetrics(options)); + + // Retrieve StageSummary entries (from JobExecutionDetails) calling the + // MetricsV1Beta3.GetJobExecutionDetails rpc. + readDetailsFromDataflowJobs( + options, + BigQueryWrites.JOB_EXECUTION_DETAILS_ERRORS, + GetJobExecutionDetailsRequest.class, + StageSummaryWithAppendedDetails.class, + jobs, + DataflowGetJobExecutionDetails.create(configuration), + WithAppendedDetailsToRow.stageSummaryWithAppendedDetailsToRow(), + BigQueryWrites.dataflowJobExecutionDetails(options)); + + // Retrieve WorkerDetails (from StageExecutionDetails) calling the + // MetricsV1Beta3.GetStageExecutionDetails rpc. + // Not working at this time and left commented out to revisit in the future. + // jobDetails( + // options, + // BigQueryWrites.STAGE_EXECUTION_DETAILS_ERRORS, + // GetStageExecutionDetailsRequest.class, + // WorkerDetailsWithAppendedDetails.class, + // jobs, + // DataflowGetStageExecutionDetails.create(configuration), + // WithAppendedDetailsToRow.workerDetailsWithAppendedDetailsToRow(), + // BigQueryWrites.dataflowStageExecutionDetails(options)); + + pipeline.run(); + } + + private static void writeErrors( + Options options, + String requestErrorTableIdPrefix, + Class requestTClass, + Class responseTClass, + PCollection requestErrors, + PCollection responseConversionErrors) { + + // Write Dataflow API errors to BigQuery. + PCollection requestErrorRows = + requestErrors + .apply( + tagOf(ConversionError.class, DataflowRequestError.class, requestTClass), + MapElements.into(rows()).via(DataflowRequestError.TO_ROW_FN)) + .setRowSchema(DataflowRequestError.SCHEMA); + + requestErrorRows.apply( + tagOf(BigQueryWrites.class, requestTClass.getSimpleName(), "errors"), + BigQueryWrites.writeDataflowRequestErrors(options, requestErrorTableIdPrefix)); + + // Write conversion errors to BigQuery. + PCollection conversionErrors = + responseConversionErrors + .apply( + tagOf(ConversionError.class, responseTClass), + MapElements.into(rows()).via(ConversionError.TO_ROW_FN)) + .setRowSchema(ConversionError.SCHEMA); + + conversionErrors.apply( + tagOf(BigQueryWrites.class, responseTClass.getSimpleName(), "errors"), + BigQueryWrites.writeConversionErrors(options)); + } + + private static PCollection readEvents(Options options, Pipeline pipeline) { + + // Read from Eventarc published Pub/Sub events. + PCollection json = + pipeline.apply( + tagOf(PubsubIO.Read.class, "Eventarc"), + PubsubIO.readStrings() + .fromSubscription(options.getSubscription().getValue().getPath())); + + json.apply( + "Count Pub/Sub messages", ParDo.of(countFn(PubsubIO.Read.class, "pulled_pubsub_messages"))); + + // Encode Eventarc JSON payloads into Eventarc Dataflow Jobs. + WithFailures.Result< + @NonNull PCollection, ConversionError> + events = + json.apply( + tagOf(EventarcConversions.class, "fromJson"), EventarcConversions.fromJson()); + + events + .output() + .apply( + "Count Encoded Events", + ParDo.of(countFn(EventarcConversions.class, "encode_events_success"))); + events + .failures() + .apply( + "Count Encoded Failures", + ParDo.of(countFn(EventarcConversions.class, "encoded_events_failure"))); + + // Write Eventarc encoding errors to BigQuery. + PCollection eventConversionErrorRows = + events + .failures() + .apply( + "Event Conversion Errors To Row", + MapElements.into(rows()).via(ConversionError.TO_ROW_FN)) + .setRowSchema(ConversionError.SCHEMA); + + eventConversionErrorRows.apply( + tagOf(BigQueryWrites.class, com.google.events.cloud.dataflow.v1beta3.Job.class.getName()), + BigQueryWrites.writeConversionErrors(options)); + + return readDataflowJobsFromEvents(options, events.output()); + } + + private static PCollection readDataflowJobsFromEvents( + Options options, PCollection events) { + DataflowClientFactoryConfiguration configuration = + DataflowClientFactoryConfiguration.builder(options).build(); + + // Filter Done Batch Jobs. + PCollection getBatchJobRequests = + events + .apply( + tagOf(DataflowFilterEventarcJobs.class, "Done Batch Jobs"), + DataflowFilterEventarcJobs.builder() + .setIncludeJobStates(ImmutableList.of(JobState.JOB_STATE_DONE)) + .setIncludeJobType(JobType.JOB_TYPE_BATCH) + .build()) + .apply( + tagOf(DataflowRequests.class, "Batch GetJobRequests"), + DataflowRequests.jobRequestsFromEventsViewAll()); + + getBatchJobRequests.apply( + "Count Done Batch Jobs", ParDo.of(countFn(GetJobRequest.class, "done_batch_jobs"))); + + // Filter Canceled Streaming Jobs. + PCollection getStreamCanceledJobRequests = + events + .apply( + tagOf(DataflowFilterEventarcJobs.class, "Canceled Streaming Jobs"), + DataflowFilterEventarcJobs.builder() + .setIncludeJobStates(ImmutableList.of(JobState.JOB_STATE_CANCELLED)) + .setIncludeJobType(JobType.JOB_TYPE_STREAMING) + .build()) + .apply( + tagOf(DataflowRequests.class, "Canceled Stream GetJobRequests"), + DataflowRequests.jobRequestsFromEventsViewAll()); + + getStreamCanceledJobRequests.apply( + "Count Canceled Streaming Jobs", + ParDo.of(countFn(GetJobRequest.class, "canceled_streaming_jobs"))); + + // Filter Drained Streaming Jobs. + PCollection getStreamDrainedJobRequests = + events + .apply( + tagOf(DataflowFilterEventarcJobs.class, "Drained Streaming Jobs"), + DataflowFilterEventarcJobs.builder() + .setIncludeJobStates(ImmutableList.of(JobState.JOB_STATE_DRAINED)) + .setIncludeJobType(JobType.JOB_TYPE_STREAMING) + .build()) + .apply( + tagOf(DataflowRequests.class, "Drained Stream GetJobRequests"), + DataflowRequests.jobRequestsFromEventsViewAll()); + + getStreamDrainedJobRequests.apply( + "Count Drained Streaming Jobs", + ParDo.of(countFn(GetJobRequest.class, "drained_streaming_jobs"))); + + // Merge Batch and Streaming Jobs. + PCollectionList getJobRequestList = + PCollectionList.of(getBatchJobRequests) + .and(getStreamCanceledJobRequests) + .and(getStreamDrainedJobRequests); + PCollection getJobRequests = + getJobRequestList.apply("Merge Batch and Streaming Jobs", Flatten.pCollections()); + + // Call the Dataflow GetJobs endpoint. + DataflowReadResult getJobsResult = + getJobRequests.apply( + tagOf(DataflowGetJobs.class, "Read"), DataflowGetJobs.create(configuration)); + + // Convert Jobs to Rows. + RowConversionResult jobsToRowResult = + getJobsResult.getSuccess().apply(tagOf(JobsToRow.class, "Job"), JobsToRow.create()); + + jobsToRowResult + .getSuccess() + .apply( + "Count JobsToRow Success", ParDo.of(countFn(JobsToRow.class, "jobs_to_row_success"))); + jobsToRowResult + .getFailure() + .apply( + "Count JobsToRow Failure", ParDo.of(countFn(JobsToRow.class, "jobs_to_row_failure"))); + + // Write Job Rows to BigQuery. + jobsToRowResult + .getSuccess() + .apply(tagOf(BigQueryWrites.class, "Job"), BigQueryWrites.dataflowJobs(options)); + + writeErrors( + options, + BigQueryWrites.JOB_ERRORS, + GetJobRequest.class, + Job.class, + getJobsResult.getFailure(), + jobsToRowResult.getFailure()); + + return getJobsResult.getSuccess(); + } + + private static void readDetailsFromDataflowJobs( + Options options, + String requestErrorTableIdPrefix, + Class requestTClass, + Class responseTClass, + PCollection jobs, + PTransform, DataflowReadResult> + callAPITransform, + PTransform, RowConversionResult> + detailsToRowTransform, + PTransform<@NonNull PCollection, @NonNull WriteResult> bigQueryWriteTransform) { + + // Call the Dataflow API to get more Job details. + DataflowReadResult readResult = + jobs.apply(tagOf(callAPITransform.getClass(), responseTClass), callAPITransform); + + // Convert the Job details result to Beam Rows. + RowConversionResult toRowResult = + readResult + .getSuccess() + .apply(tagOf(detailsToRowTransform.getClass(), responseTClass), detailsToRowTransform); + + // Write result to BigQuery. + toRowResult + .getSuccess() + .apply(tagOf(bigQueryWriteTransform.getClass(), responseTClass), bigQueryWriteTransform); + + // Write errors to BigQuery. + writeErrors( + options, + requestErrorTableIdPrefix, + requestTClass, + responseTClass, + readResult.getFailure(), + toRowResult.getFailure()); + } + + private static String tagOf(Class clazz, String... addl) { + return clazz.getSimpleName() + " " + String.join(" ", addl); + } + + private static String tagOf(Class clazz, Class... addl) { + return String.join( + " ", + ImmutableList.builder() + .add(clazz.getSimpleName()) + .addAll(Arrays.stream(addl).map(Class::getSimpleName).collect(Collectors.toList())) + .build()); + } + + private static DoFn countFn(Class clazz, String name) { + return new DoFn() { + final Counter counter = Metrics.counter(clazz, name); + + @ProcessElement + public void process(@Element T ignored) { + counter.inc(); + } + }; + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/bigquery/BigQueryWriteOptions.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/bigquery/BigQueryWriteOptions.java new file mode 100644 index 0000000000000..e76bceaeba68a --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/bigquery/BigQueryWriteOptions.java @@ -0,0 +1,35 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.bigquery; + +import com.fasterxml.jackson.annotation.JsonIgnore; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.options.Description; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.Validation.Required; + +/** Options for writing to BigQuery. */ +@Internal +public interface BigQueryWriteOptions extends PipelineOptions { + @Description("BigQuery Dataset") + @Required + @JsonIgnore + DatasetReferenceOptionValue getDataset(); + + void setDataset(DatasetReferenceOptionValue value); +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/bigquery/BigQueryWrites.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/bigquery/BigQueryWrites.java new file mode 100644 index 0000000000000..37dcb99f8bdd4 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/bigquery/BigQueryWrites.java @@ -0,0 +1,166 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.bigquery; + +import com.google.api.services.bigquery.model.Clustering; +import com.google.api.services.bigquery.model.DatasetReference; +import com.google.api.services.bigquery.model.TableReference; +import com.google.api.services.bigquery.model.TimePartitioning; +import com.google.dataflow.v1beta3.Job; +import java.time.Instant; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.io.gcp.bigquery.BigQueryIO; +import org.apache.beam.sdk.io.gcp.bigquery.WriteResult; +import org.apache.beam.sdk.transforms.PTransform; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.Row; +import org.apache.beam.testinfra.pipelines.conversions.ConversionError; +import org.apache.beam.testinfra.pipelines.dataflow.DataflowRequestError; +import org.apache.beam.testinfra.pipelines.dataflow.JobMetricsWithAppendedDetails; +import org.apache.beam.testinfra.pipelines.dataflow.StageSummaryWithAppendedDetails; +import org.apache.beam.testinfra.pipelines.dataflow.WorkerDetailsWithAppendedDetails; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableList; +import org.checkerframework.checker.nullness.qual.NonNull; +import org.checkerframework.checker.nullness.qual.Nullable; + +/** Convenience methods for {@link BigQueryIO.Write}s. */ +@Internal +public class BigQueryWrites { + + public static final String JOB_EXECUTION_DETAILS_ERRORS = "errors_job_execution_details_requests"; + + public static final String JOB_ERRORS = "errors_jobs_requests"; + + public static final String JOB_METRICS_ERRORS = "errors_job_metrics_requests"; + + private static final TimePartitioning JOB_TIME_PARTITIONING = + new TimePartitioning().setType("HOUR").setField("create_time"); + + private static final TimePartitioning ENRICHED_TIME_PARTITIONING = + new TimePartitioning().setType("HOUR").setField("job_create_time"); + + private static final TimePartitioning OBSERVED_TIME_PARTITIONING = + new TimePartitioning().setType("HOUR").setField("observed_time"); + + private static final Clustering JOB_CLUSTERING = + new Clustering().setFields(ImmutableList.of("type", "location")); + + private static final String CONVERSION_ERRORS_TABLE_ID_PREFIX = "errors_conversions"; + + private static final String JOB_EXECUTION_DETAILS = "job_execution_details"; + + private static final String JOB_METRICS = "job_metrics"; + + private static final String JOBS = "jobs"; + + private static final String STAGE_EXECUTION_DETAILS = "stage_execution_details"; + + /** Write {@link Row}s of {@link ConversionError}s with {@link #OBSERVED_TIME_PARTITIONING}. */ + public static PTransform<@NonNull PCollection, @NonNull WriteResult> writeConversionErrors( + BigQueryWriteOptions options) { + return withPartitioning( + options, tableIdFrom(CONVERSION_ERRORS_TABLE_ID_PREFIX), OBSERVED_TIME_PARTITIONING); + } + + /** + * Write {@link Row}s of {@link StageSummaryWithAppendedDetails} with {@link + * #ENRICHED_TIME_PARTITIONING}. + */ + public static PTransform<@NonNull PCollection, @NonNull WriteResult> + dataflowJobExecutionDetails(BigQueryWriteOptions options) { + return withPartitioning( + options, tableIdFrom(JOB_EXECUTION_DETAILS), ENRICHED_TIME_PARTITIONING); + } + + /** + * Write {@link Row}s of {@link JobMetricsWithAppendedDetails} with {@link + * #ENRICHED_TIME_PARTITIONING}. + */ + public static PTransform<@NonNull PCollection, @NonNull WriteResult> dataflowJobMetrics( + BigQueryWriteOptions options) { + return withPartitioning(options, tableIdFrom(JOB_METRICS), ENRICHED_TIME_PARTITIONING); + } + + /** + * Write {@link Row}s of {@link Job}s with {@link #JOB_TIME_PARTITIONING} clustered by {@link + * #JOB_CLUSTERING}. + */ + public static PTransform<@NonNull PCollection, @NonNull WriteResult> dataflowJobs( + BigQueryWriteOptions options) { + return withPartitioningAndOptionalClustering( + options, tableIdFrom(JOBS), JOB_TIME_PARTITIONING, JOB_CLUSTERING); + } + + /** + * Write {@link Row}s of {@link WorkerDetailsWithAppendedDetails} with {@link + * #ENRICHED_TIME_PARTITIONING}. + */ + public static PTransform<@NonNull PCollection, @NonNull WriteResult> + dataflowStageExecutionDetails(BigQueryWriteOptions options) { + return withPartitioning( + options, tableIdFrom(STAGE_EXECUTION_DETAILS), ENRICHED_TIME_PARTITIONING); + } + + /** + * Write {@link Row}s of {@link DataflowRequestError}s with {@link #OBSERVED_TIME_PARTITIONING}. + */ + public static PTransform<@NonNull PCollection, @NonNull WriteResult> + writeDataflowRequestErrors(BigQueryWriteOptions options, String tableIdPrefix) { + return withPartitioning(options, tableIdFrom(tableIdPrefix), OBSERVED_TIME_PARTITIONING); + } + + private static String tableIdFrom(String prefix) { + return String.format("%s_%s", prefix, Instant.now().getEpochSecond()); + } + + private static PTransform<@NonNull PCollection, @NonNull WriteResult> withPartitioning( + BigQueryWriteOptions options, String tableId, TimePartitioning timePartitioning) { + return withPartitioningAndOptionalClustering(options, tableId, timePartitioning, null); + } + + private static + PTransform<@NonNull PCollection, @NonNull WriteResult> + withPartitioningAndOptionalClustering( + BigQueryWriteOptions options, + String tableId, + TimePartitioning timePartitioning, + @Nullable Clustering clustering) { + + DatasetReference datasetReference = options.getDataset().getValue(); + TableReference tableReference = + new TableReference() + .setProjectId(datasetReference.getProjectId()) + .setDatasetId(datasetReference.getDatasetId()) + .setTableId(tableId); + + BigQueryIO.Write write = + BigQueryIO.write() + .to(tableReference) + .useBeamSchema() + .withTimePartitioning(timePartitioning) + .withCreateDisposition(BigQueryIO.Write.CreateDisposition.CREATE_IF_NEEDED) + .withWriteDisposition(BigQueryIO.Write.WriteDisposition.WRITE_APPEND) + .withMethod(BigQueryIO.Write.Method.STREAMING_INSERTS); + + if (clustering != null) { + write = write.withClustering(clustering); + } + + return write; + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/bigquery/DatasetReferenceOptionValue.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/bigquery/DatasetReferenceOptionValue.java new file mode 100644 index 0000000000000..855dcef769a28 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/bigquery/DatasetReferenceOptionValue.java @@ -0,0 +1,58 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.bigquery; + +import static org.apache.beam.sdk.util.Preconditions.checkStateNotNull; +import static org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Preconditions.checkArgument; + +import com.google.api.services.bigquery.model.DatasetReference; +import java.io.Serializable; +import java.util.regex.Matcher; +import java.util.regex.Pattern; +import org.apache.beam.sdk.annotations.Internal; + +/** Parses Pipeline option value into a {@link DatasetReference}. */ +@Internal +public class DatasetReferenceOptionValue implements Serializable { + + // For parsing the format used to parse a String into a dataset reference. + // "{project_id}:{dataset_id}" or + // "{project_id}.{dataset_id}" + private static final Pattern DATASET_PATTERN = + Pattern.compile("^(?[^\\.:]+)[\\.:](?[^\\.:]+)$"); + + private final String project; + + private final String dataset; + + DatasetReferenceOptionValue(String input) { + Matcher m = DATASET_PATTERN.matcher(input); + checkArgument( + m.matches(), + "input does not match BigQuery dataset pattern, " + + "expected 'project_id.dataset_id' or 'project_id:dataset_id, got: %s", + input); + this.project = checkStateNotNull(m.group("PROJECT"), "PROJECT not found in %s", input); + this.dataset = checkStateNotNull(m.group("DATASET"), "DATASET not found in %s", input); + } + + /** Get the parsed String as a {@link DatasetReference}. */ + public DatasetReference getValue() { + return new DatasetReference().setProjectId(this.project).setDatasetId(this.dataset); + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/bigquery/package-info.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/bigquery/package-info.java new file mode 100644 index 0000000000000..1298cbd4d6909 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/bigquery/package-info.java @@ -0,0 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +/** Defines how testinfra pipelines write to BigQuery. */ +package org.apache.beam.testinfra.pipelines.bigquery; diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/conversions/ConversionError.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/conversions/ConversionError.java new file mode 100644 index 0000000000000..353d066788010 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/conversions/ConversionError.java @@ -0,0 +1,73 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.conversions; + +import static org.apache.beam.sdk.util.Preconditions.checkStateNotNull; + +import com.google.auto.value.AutoValue; +import java.io.Serializable; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.schemas.AutoValueSchema; +import org.apache.beam.sdk.schemas.Schema; +import org.apache.beam.sdk.schemas.annotations.DefaultSchema; +import org.apache.beam.sdk.schemas.annotations.SchemaCaseFormat; +import org.apache.beam.sdk.transforms.SerializableFunction; +import org.apache.beam.sdk.values.Row; +import org.apache.beam.sdk.values.TypeDescriptor; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.CaseFormat; +import org.joda.time.Instant; + +/** Stores errors related to conversions. */ +@Internal +@DefaultSchema(AutoValueSchema.class) +@AutoValue +@SchemaCaseFormat(CaseFormat.LOWER_UNDERSCORE) +public abstract class ConversionError implements Serializable { + + private static final AutoValueSchema SCHEMA_PROVIDER = new AutoValueSchema(); + + private static final TypeDescriptor TYPE = + TypeDescriptor.of(ConversionError.class); + + public static final Schema SCHEMA = checkStateNotNull(SCHEMA_PROVIDER.schemaFor(TYPE)); + + public static final SerializableFunction TO_ROW_FN = + SCHEMA_PROVIDER.toRowFunction(TYPE); + + public static Builder builder() { + return new AutoValue_ConversionError.Builder(); + } + + public abstract Instant getObservedTime(); + + public abstract String getMessage(); + + public abstract String getStackTrace(); + + @AutoValue.Builder + public abstract static class Builder { + + public abstract Builder setObservedTime(Instant value); + + public abstract Builder setMessage(String value); + + public abstract Builder setStackTrace(String value); + + public abstract ConversionError build(); + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/conversions/EventarcConversions.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/conversions/EventarcConversions.java new file mode 100644 index 0000000000000..f5191af603954 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/conversions/EventarcConversions.java @@ -0,0 +1,116 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.conversions; + +import static org.apache.beam.sdk.util.Preconditions.checkStateNotNull; +import static org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Preconditions.checkState; + +import com.fasterxml.jackson.core.JsonProcessingException; +import com.fasterxml.jackson.databind.JsonNode; +import com.fasterxml.jackson.databind.ObjectMapper; +import com.google.events.cloud.dataflow.v1beta3.Job; +import com.google.protobuf.InvalidProtocolBufferException; +import com.google.protobuf.util.JsonFormat; +import java.util.Optional; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.transforms.MapElements; +import org.apache.beam.sdk.transforms.SerializableFunction; +import org.apache.beam.sdk.values.TypeDescriptor; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Throwables; +import org.joda.time.Instant; + +/** Methods for converting from Eventarc JSON payloads. */ +@Internal +public final class EventarcConversions { + + private static final String DATA_NODE_KEY = "data"; + private static final String TYPE_NODE_KEY = "@type"; + private static final String JOB_EVENT_DATA_TYPE = + "type.googleapis.com/google.events.cloud.dataflow.v1beta3.JobEventData"; + private static final String PAYLOAD_NODE_KEY = "payload"; + + /** Parses Eventarc JSON strings to {@link Job}s. */ + public static MapElements.MapWithFailures fromJson() { + return MapElements.into(TypeDescriptor.of(Job.class)) + .via(new JsonToJobFn()) + .exceptionsInto(new TypeDescriptor() {}) + .exceptionsVia( + exceptionElement -> + ConversionError.builder() + .setObservedTime(Instant.now()) + .setMessage( + Optional.ofNullable(exceptionElement.exception().getMessage()).orElse("")) + .setStackTrace(Throwables.getStackTraceAsString(exceptionElement.exception())) + .build()); + } + + /** {@link SerializableFunction} that parses an Eventarc JSON string into a {@link Job}. */ + static class JsonToJobFn implements SerializableFunction { + private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper(); + + @Override + public Job apply(String json) { + + String safeJson = checkStateNotNull(json, "null json string input for %s", JsonToJobFn.class); + + Job.Builder builder = Job.newBuilder(); + + try { + + JsonNode eventNode = + checkStateNotNull( + OBJECT_MAPPER.readTree(safeJson), + "could not parse json input into %s", + JsonNode.class); + + JsonNode dataNode = + checkStateNotNull( + eventNode.get(DATA_NODE_KEY), "json input missing path: $.%s", DATA_NODE_KEY); + + JsonNode typeNode = + checkStateNotNull( + dataNode.get(TYPE_NODE_KEY), + "json input missing path: $.%s.%s", + DATA_NODE_KEY, + TYPE_NODE_KEY); + + JsonNode payloadNode = + checkStateNotNull( + dataNode.get(PAYLOAD_NODE_KEY), + "json input missing path: $.%s.%s", + DATA_NODE_KEY, + PAYLOAD_NODE_KEY); + + checkState( + typeNode.asText().equals(JOB_EVENT_DATA_TYPE), + "expected %s=%s at json path: $.%s.%s, got: %s", + TYPE_NODE_KEY, + JOB_EVENT_DATA_TYPE, + DATA_NODE_KEY, + TYPE_NODE_KEY, + typeNode.asText()); + + JsonFormat.parser().merge(payloadNode.toString(), builder); + return builder.build(); + + } catch (InvalidProtocolBufferException | JsonProcessingException e) { + throw new IllegalStateException(e); + } + } + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/conversions/JobsToRow.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/conversions/JobsToRow.java new file mode 100644 index 0000000000000..0fcbfdc96edf6 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/conversions/JobsToRow.java @@ -0,0 +1,89 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.conversions; + +import static org.apache.beam.sdk.values.TypeDescriptors.rows; + +import com.google.dataflow.v1beta3.Job; +import java.util.Optional; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.schemas.Schema; +import org.apache.beam.sdk.transforms.MapElements; +import org.apache.beam.sdk.transforms.PTransform; +import org.apache.beam.sdk.transforms.SerializableFunction; +import org.apache.beam.sdk.transforms.WithFailures.Result; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.PCollectionTuple; +import org.apache.beam.sdk.values.Row; +import org.apache.beam.sdk.values.TupleTag; +import org.apache.beam.sdk.values.TypeDescriptor; +import org.apache.beam.testinfra.pipelines.schemas.DescriptorSchemaRegistry; +import org.apache.beam.testinfra.pipelines.schemas.GeneratedMessageV3RowBuilder; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Throwables; +import org.checkerframework.checker.nullness.qual.NonNull; +import org.joda.time.Instant; + +/** {@link PTransform} that converts {@link Job}s to {@link Row}s. */ +@Internal +public class JobsToRow + extends PTransform< + @NonNull PCollection, @NonNull RowConversionResult> { + + public static JobsToRow create() { + return new JobsToRow(); + } + + private static final DescriptorSchemaRegistry SCHEMA_REGISTRY = DescriptorSchemaRegistry.INSTANCE; + + static { + SCHEMA_REGISTRY.build(Job.getDescriptor()); + } + + @Override + public @NonNull RowConversionResult expand( + @NonNull PCollection input) { + TupleTag success = new TupleTag() {}; + TupleTag failure = new TupleTag() {}; + Schema successSchema = SCHEMA_REGISTRY.getOrBuild(Job.getDescriptor()); + Result<@NonNull PCollection, ConversionError> result = + input.apply( + "Jobs To Row", + MapElements.into(rows()) + .via(jobsToRowFn()) + .exceptionsInto(new TypeDescriptor() {}) + .exceptionsVia( + error -> + ConversionError.builder() + .setObservedTime(Instant.now()) + .setMessage( + Optional.ofNullable(error.exception().getMessage()).orElse("")) + .setStackTrace(Throwables.getStackTraceAsString(error.exception())) + .build())); + + PCollectionTuple pct = + PCollectionTuple.of(success, result.output()).and(failure, result.failures()); + return new RowConversionResult<>(successSchema, success, failure, pct); + } + + private static SerializableFunction jobsToRowFn() { + return job -> { + GeneratedMessageV3RowBuilder builder = GeneratedMessageV3RowBuilder.of(job); + return builder.build(); + }; + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/conversions/RowConversionResult.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/conversions/RowConversionResult.java new file mode 100644 index 0000000000000..32c2d0307a9be --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/conversions/RowConversionResult.java @@ -0,0 +1,81 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.conversions; + +import java.util.Map; +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.schemas.Schema; +import org.apache.beam.sdk.transforms.PTransform; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.PCollectionTuple; +import org.apache.beam.sdk.values.PInput; +import org.apache.beam.sdk.values.POutput; +import org.apache.beam.sdk.values.PValue; +import org.apache.beam.sdk.values.Row; +import org.apache.beam.sdk.values.TupleTag; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableMap; + +/** Convenience class for bundling {@link Row} conversion successes and failures. */ +@Internal +public class RowConversionResult implements POutput { + + private final Pipeline pipeline; + + private final TupleTag successTag; + private final PCollection success; + + private final TupleTag failureTag; + private final PCollection failure; + + RowConversionResult( + Schema successRowSchema, + TupleTag successTag, + TupleTag failureTag, + PCollectionTuple pct) { + this.pipeline = pct.getPipeline(); + this.successTag = successTag; + this.success = pct.get(successTag).setRowSchema(successRowSchema); + this.failureTag = failureTag; + this.failure = pct.get(failureTag); + } + + public PCollection getSuccess() { + return success; + } + + public PCollection getFailure() { + return failure; + } + + @Override + public Pipeline getPipeline() { + return pipeline; + } + + @Override + public Map, PValue> expand() { + return ImmutableMap.of( + successTag, success, + failureTag, failure); + } + + @Override + public void finishSpecifyingOutput( + String transformName, PInput input, PTransform transform) {} +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/conversions/WithAppendedDetailsToRow.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/conversions/WithAppendedDetailsToRow.java new file mode 100644 index 0000000000000..4be29db2057b1 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/conversions/WithAppendedDetailsToRow.java @@ -0,0 +1,265 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.conversions; + +import static org.apache.beam.sdk.util.Preconditions.checkStateNotNull; + +import com.google.dataflow.v1beta3.JobMetrics; +import com.google.dataflow.v1beta3.StageSummary; +import com.google.dataflow.v1beta3.WorkerDetails; +import com.google.protobuf.Descriptors.Descriptor; +import com.google.protobuf.GeneratedMessageV3; +import java.util.Optional; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.schemas.Schema; +import org.apache.beam.sdk.schemas.Schema.Field; +import org.apache.beam.sdk.schemas.Schema.FieldType; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.PTransform; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.SerializableFunction; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.PCollectionTuple; +import org.apache.beam.sdk.values.Row; +import org.apache.beam.sdk.values.TupleTag; +import org.apache.beam.sdk.values.TupleTagList; +import org.apache.beam.testinfra.pipelines.dataflow.JobMetricsWithAppendedDetails; +import org.apache.beam.testinfra.pipelines.dataflow.StageSummaryWithAppendedDetails; +import org.apache.beam.testinfra.pipelines.dataflow.WorkerDetailsWithAppendedDetails; +import org.apache.beam.testinfra.pipelines.schemas.DescriptorSchemaRegistry; +import org.apache.beam.testinfra.pipelines.schemas.GeneratedMessageV3RowBuilder; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Throwables; +import org.checkerframework.checker.nullness.qual.NonNull; +import org.joda.time.Instant; + +/** + * Convenience methods for converted enriched types such as {@link JobMetricsWithAppendedDetails} + * and {@link StageSummaryWithAppendedDetails} into {@link Row}s. + */ +@Internal +public class WithAppendedDetailsToRow + extends PTransform< + PCollection, RowConversionResult> { + + public static WithAppendedDetailsToRow + jobMetricsWithAppendedDetailsToRow() { + return new WithAppendedDetailsToRow<>( + JobMetricsWithAppendedDetails.class, + JobMetrics.class, + new TupleTag() {}, + "job_metrics", + clazz -> JobMetrics.getDescriptor(), + element -> + checkStateNotNull( + element, + "%s element null for jobId supplier in %s", + JobMetricsWithAppendedDetails.class, + WithAppendedDetailsToRow.class) + .getJobId(), + element -> + checkStateNotNull( + element, + "%s element null for jobCreateTime supplier in %s", + JobMetricsWithAppendedDetails.class, + WithAppendedDetailsToRow.class) + .getJobCreateTime(), + element -> + checkStateNotNull( + element, + "%s element null for %s supplier in %s", + JobMetricsWithAppendedDetails.class, + JobMetrics.class, + WithAppendedDetailsToRow.class) + .getJobMetrics()); + } + + public static WithAppendedDetailsToRow + stageSummaryWithAppendedDetailsToRow() { + return new WithAppendedDetailsToRow<>( + StageSummaryWithAppendedDetails.class, + StageSummary.class, + new TupleTag() {}, + "stage_summary", + clazz -> StageSummary.getDescriptor(), + element -> + checkStateNotNull( + element, + "%s element null for jobId supplier in %s", + StageSummaryWithAppendedDetails.class, + WithAppendedDetailsToRow.class) + .getJobId(), + element -> + checkStateNotNull( + element, + "%s element null for jobCreateTime supplier in %s", + StageSummaryWithAppendedDetails.class, + WithAppendedDetailsToRow.class) + .getJobCreateTime(), + element -> + checkStateNotNull( + element, + "%s element null for %s supplier in %s", + StageSummaryWithAppendedDetails.class, + StageSummary.class, + WithAppendedDetailsToRow.class) + .getStageSummary()); + } + + public static WithAppendedDetailsToRow + workerDetailsWithAppendedDetailsToRow() { + return new WithAppendedDetailsToRow<>( + WorkerDetailsWithAppendedDetails.class, + WorkerDetails.class, + new TupleTag() {}, + "worker_details", + clazz -> WorkerDetails.getDescriptor(), + element -> + checkStateNotNull( + element, + "%s element null for jobId supplier in %s", + WorkerDetailsWithAppendedDetails.class, + WithAppendedDetailsToRow.class) + .getJobId(), + element -> + checkStateNotNull( + element, + "%s element null for jobCreateTime supplier in %s", + WorkerDetailsWithAppendedDetails.class, + WithAppendedDetailsToRow.class) + .getJobCreateTime(), + element -> + checkStateNotNull( + element, + "%s element null for %s supplier in %s", + WorkerDetailsWithAppendedDetails.class, + WorkerDetails.class, + WithAppendedDetailsToRow.class) + .getWorkerDetails()); + } + + private static final TupleTag SUCCESS = new TupleTag() {}; + + static final Field JOB_ID_FIELD = Field.of("job_id", FieldType.STRING); + + static final Field JOB_CREATE_TIME = Field.of("job_create_time", FieldType.DATETIME); + + private final Class containerClass; + + private final Class embeddedTClass; + + private final TupleTag failureTag; + + private final String embeddedFieldName; + + private final SerializableFunction<@NonNull Class, @NonNull Descriptor> + descriptorSupplier; + + private final SerializableFunction<@NonNull AppendedDetailsT, @NonNull String> jobIdSupplier; + + private final SerializableFunction<@NonNull AppendedDetailsT, @NonNull Instant> + jobCreateTimeSupplier; + + private final SerializableFunction<@NonNull AppendedDetailsT, @NonNull EmbeddedT> + embeddedInstanceSupplier; + + private WithAppendedDetailsToRow( + Class containerClass, + Class embeddedTClass, + TupleTag failureTag, + String embeddedFieldName, + SerializableFunction<@NonNull Class, @NonNull Descriptor> descriptorSupplier, + SerializableFunction<@NonNull AppendedDetailsT, @NonNull String> jobIdSupplier, + SerializableFunction<@NonNull AppendedDetailsT, @NonNull Instant> jobCreateTimeSupplier, + SerializableFunction<@NonNull AppendedDetailsT, @NonNull EmbeddedT> + embeddedInstanceSupplier) { + this.containerClass = containerClass; + this.embeddedTClass = embeddedTClass; + this.failureTag = failureTag; + this.embeddedFieldName = embeddedFieldName; + this.descriptorSupplier = descriptorSupplier; + this.jobIdSupplier = jobIdSupplier; + this.jobCreateTimeSupplier = jobCreateTimeSupplier; + this.embeddedInstanceSupplier = embeddedInstanceSupplier; + } + + @Override + public RowConversionResult expand( + PCollection input) { + Descriptor descriptor = descriptorSupplier.apply(embeddedTClass); + Schema embeddedSchema = + checkStateNotNull( + DescriptorSchemaRegistry.INSTANCE.getOrBuild(descriptor), + "%s null from %s: %s", + Schema.class, + Descriptor.class, + descriptor.getFullName()); + FieldType embeddedType = FieldType.row(embeddedSchema); + Field embeddedField = Field.of(embeddedFieldName, embeddedType); + Schema schema = Schema.of(JOB_ID_FIELD, JOB_CREATE_TIME, embeddedField); + + PCollectionTuple pct = + input.apply( + containerClass.getSimpleName() + " ToRowFn", + ParDo.of(new ToRowFn<>(schema, this)) + .withOutputTags(SUCCESS, TupleTagList.of(failureTag))); + + return new RowConversionResult<>(schema, SUCCESS, failureTag, pct); + } + + private static class ToRowFn + extends DoFn { + private final @NonNull Schema schema; + private final WithAppendedDetailsToRow spec; + + private ToRowFn( + @NonNull Schema schema, WithAppendedDetailsToRow spec) { + this.schema = schema; + this.spec = spec; + } + + @ProcessElement + public void process(@Element @NonNull AppendedDetailsT element, MultiOutputReceiver receiver) { + String id = spec.jobIdSupplier.apply(element); + Instant createTime = spec.jobCreateTimeSupplier.apply(element); + EmbeddedT embeddedInstance = spec.embeddedInstanceSupplier.apply(element); + GeneratedMessageV3RowBuilder builder = + GeneratedMessageV3RowBuilder.of(embeddedInstance); + try { + Row embeddedRow = + checkStateNotNull( + builder.build(), "null Row from build of %s type", embeddedInstance.getClass()); + Row result = + Row.withSchema(schema) + .withFieldValue(JOB_ID_FIELD.getName(), id) + .withFieldValue(JOB_CREATE_TIME.getName(), createTime) + .withFieldValue(spec.embeddedFieldName, embeddedRow) + .build(); + receiver.get(SUCCESS).output(result); + } catch (IllegalStateException e) { + receiver + .get(spec.failureTag) + .output( + ConversionError.builder() + .setObservedTime(Instant.now()) + .setMessage(Optional.ofNullable(e.getMessage()).orElse("")) + .setStackTrace(Throwables.getStackTraceAsString(e)) + .build()); + } + } + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/conversions/package-info.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/conversions/package-info.java new file mode 100644 index 0000000000000..bc8605d322dcc --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/conversions/package-info.java @@ -0,0 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +/** Defines procedures for converting between various types. */ +package org.apache.beam.testinfra.pipelines.conversions; diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowClientFactory.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowClientFactory.java new file mode 100644 index 0000000000000..fcda6190cde15 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowClientFactory.java @@ -0,0 +1,102 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.dataflow; + +import com.google.dataflow.v1beta3.JobsV1Beta3Grpc; +import com.google.dataflow.v1beta3.MetricsV1Beta3Grpc; +import io.grpc.ManagedChannel; +import io.grpc.auth.MoreCallCredentials; +import io.grpc.netty.NettyChannelBuilder; +import java.util.concurrent.TimeUnit; +import org.apache.beam.sdk.annotations.Internal; +import org.checkerframework.checker.nullness.qual.NonNull; +import org.checkerframework.checker.nullness.qual.Nullable; + +/** Produces and caches blocking stub gRPC clients for the Dataflow API. */ +@SuppressWarnings("ForbidNonVendoredGrpcProtobuf") +@Internal +final class DataflowClientFactory { + + static final DataflowClientFactory INSTANCE = new DataflowClientFactory(); + + private DataflowClientFactory() { + Thread closeChannelsHook = new Thread(this::closeAllChannels); + Runtime.getRuntime().addShutdownHook(closeChannelsHook); + } + + private JobsV1Beta3Grpc.@Nullable JobsV1Beta3BlockingStub cachedJobsClient; + private @Nullable ManagedChannel cachedJobsClientChannel; + private MetricsV1Beta3Grpc.@Nullable MetricsV1Beta3BlockingStub cachedMetricsClient; + private @Nullable ManagedChannel cachedMetricsClientChannel; + + JobsV1Beta3Grpc.JobsV1Beta3BlockingStub getOrCreateJobsClient( + DataflowClientFactoryConfiguration configuration) { + if (cachedJobsClient == null) { + cachedJobsClient = + JobsV1Beta3Grpc.newBlockingStub(getOrCreateJobsClientChannel(configuration)) + .withCallCredentials(MoreCallCredentials.from(configuration.getCredentials())); + } + return cachedJobsClient; + } + + MetricsV1Beta3Grpc.MetricsV1Beta3BlockingStub getOrCreateMetricsClient( + DataflowClientFactoryConfiguration configuration) { + if (cachedMetricsClient == null) { + cachedMetricsClient = + MetricsV1Beta3Grpc.newBlockingStub(getOrCreateMetricsClientChannel(configuration)) + .withCallCredentials(MoreCallCredentials.from(configuration.getCredentials())); + } + return cachedMetricsClient; + } + + private @NonNull ManagedChannel getOrCreateJobsClientChannel( + DataflowClientFactoryConfiguration configuration) { + if (cachedJobsClientChannel == null) { + cachedJobsClientChannel = channel(configuration); + } + return cachedJobsClientChannel; + } + + private @NonNull ManagedChannel getOrCreateMetricsClientChannel( + DataflowClientFactoryConfiguration configuration) { + if (cachedMetricsClientChannel == null) { + cachedMetricsClientChannel = channel(configuration); + } + return cachedMetricsClientChannel; + } + + private static ManagedChannel channel(DataflowClientFactoryConfiguration configuration) { + return NettyChannelBuilder.forTarget(configuration.getDataflowTarget()).build(); + } + + void closeAllChannels() { + close(INSTANCE.cachedJobsClientChannel); + close(INSTANCE.cachedMetricsClientChannel); + } + + private static void close(@Nullable ManagedChannel channel) { + if (channel == null) { + return; + } + channel.shutdown(); + try { + boolean ignored = channel.awaitTermination(1L, TimeUnit.SECONDS); + } catch (InterruptedException ignored) { + } + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowClientFactoryConfiguration.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowClientFactoryConfiguration.java new file mode 100644 index 0000000000000..c8aebb16c527f --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowClientFactoryConfiguration.java @@ -0,0 +1,54 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.dataflow; + +import com.google.auth.Credentials; +import com.google.auto.value.AutoValue; +import java.io.Serializable; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.extensions.gcp.options.GcpOptions; + +/** Configures the Dataflow API client. */ +@Internal +@AutoValue +public abstract class DataflowClientFactoryConfiguration implements Serializable { + + public static Builder builder(DataflowJobsOptions options) { + Credentials credentials = credentialsFrom(options); + return new AutoValue_DataflowClientFactoryConfiguration.Builder() + .setCredentials(credentials) + .setDataflowTarget(options.getDataflowTarget()); + } + + static Credentials credentialsFrom(DataflowJobsOptions options) { + return options.as(GcpOptions.class).getGcpCredential(); + } + + abstract Credentials getCredentials(); + + abstract String getDataflowTarget(); + + @AutoValue.Builder + public abstract static class Builder { + abstract Builder setCredentials(Credentials newCredentials); + + abstract Builder setDataflowTarget(String newDataflowRootUrl); + + public abstract DataflowClientFactoryConfiguration build(); + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowFilterEventarcJobs.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowFilterEventarcJobs.java new file mode 100644 index 0000000000000..8daa7adef650e --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowFilterEventarcJobs.java @@ -0,0 +1,110 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.dataflow; + +import static org.apache.beam.sdk.util.Preconditions.checkStateNotNull; + +import com.google.auto.value.AutoValue; +import com.google.events.cloud.dataflow.v1beta3.Job; +import com.google.events.cloud.dataflow.v1beta3.JobState; +import com.google.events.cloud.dataflow.v1beta3.JobType; +import java.util.Collections; +import java.util.List; +import java.util.Optional; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.transforms.Filter; +import org.apache.beam.sdk.transforms.PTransform; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableList; +import org.checkerframework.checker.nullness.qual.NonNull; + +/** Filters Eventarc {@link Job}s. */ +@Internal +@AutoValue +public abstract class DataflowFilterEventarcJobs + extends PTransform<@NonNull PCollection, @NonNull PCollection> { + + public static Builder builder() { + return new AutoValue_DataflowFilterEventarcJobs.Builder(); + } + + public abstract List getIncludeJobStates(); + + public abstract List getExcludeJobStates(); + + public abstract JobType getIncludeJobType(); + + abstract Builder toBuilder(); + + @Override + public @NonNull PCollection expand(PCollection input) { + return input.apply( + Filter.by( + job -> { + Job safeJob = + checkStateNotNull(job, "null Job input in %s", DataflowFilterEventarcJobs.class); + boolean matchesIncludes = + !getIncludeJobStates().isEmpty() + && getIncludeJobStates().contains(safeJob.getCurrentState()); + boolean matchesExcludes = + !getExcludeJobStates().isEmpty() + && getExcludeJobStates().contains(safeJob.getCurrentState()); + boolean matchesJobType = getIncludeJobType().equals(job.getType()); + return matchesIncludes && !matchesExcludes && matchesJobType; + })); + } + + @AutoValue.Builder + public abstract static class Builder { + + public abstract Builder setIncludeJobStates(List newIncludeJobStates); + + abstract Optional> getIncludeJobStates(); + + public abstract Builder setExcludeJobStates(List newExcludeJobStates); + + abstract Optional> getExcludeJobStates(); + + public abstract Builder setIncludeJobType(JobType newIncludeJobType); + + abstract JobType getIncludeJobType(); + + public abstract DataflowFilterEventarcJobs autoBuild(); + + public Builder terminatedOnly() { + return setIncludeJobStates( + ImmutableList.of(JobState.JOB_STATE_DONE, JobState.JOB_STATE_CANCELLED)); + } + + public final DataflowFilterEventarcJobs build() { + if (!getIncludeJobStates().isPresent()) { + setIncludeJobStates(Collections.emptyList()); + } + if (!getExcludeJobStates().isPresent()) { + setExcludeJobStates(Collections.emptyList()); + } + if (getIncludeJobType().equals(JobType.JOB_TYPE_UNKNOWN)) { + throw new IllegalStateException( + String.format( + "illegal %s: %s", JobType.class.getSimpleName(), JobType.JOB_TYPE_UNKNOWN)); + } + + return autoBuild(); + } + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowGetJobExecutionDetails.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowGetJobExecutionDetails.java new file mode 100644 index 0000000000000..3df99c447bfe0 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowGetJobExecutionDetails.java @@ -0,0 +1,160 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.dataflow; + +import static org.apache.beam.sdk.util.Preconditions.checkStateNotNull; + +import com.google.dataflow.v1beta3.GetJobExecutionDetailsRequest; +import com.google.dataflow.v1beta3.Job; +import com.google.dataflow.v1beta3.JobExecutionDetails; +import com.google.dataflow.v1beta3.MetricsV1Beta3Grpc; +import com.google.dataflow.v1beta3.StageSummary; +import io.grpc.StatusRuntimeException; +import java.util.Optional; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.metrics.Counter; +import org.apache.beam.sdk.metrics.Metrics; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.PTransform; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.PCollectionTuple; +import org.apache.beam.sdk.values.TupleTag; +import org.apache.beam.sdk.values.TupleTagList; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Strings; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Throwables; +import org.checkerframework.checker.nullness.qual.MonotonicNonNull; +import org.checkerframework.checker.nullness.qual.NonNull; +import org.joda.time.Duration; +import org.joda.time.Instant; + +/** + * {@link PTransform} for executing {@link GetJobExecutionDetailsRequest}s using the {@link + * MetricsV1Beta3Grpc} client. Emits {@link StageSummaryWithAppendedDetails} or {@link + * DataflowRequestError}s. + */ +@Internal +public class DataflowGetJobExecutionDetails + extends PTransform< + @NonNull PCollection, + @NonNull DataflowReadResult> { + + private static final TupleTag SUCCESS = + new TupleTag() {}; + + private static final TupleTag FAILURE = + new TupleTag() {}; + + private final DataflowClientFactoryConfiguration configuration; + + public static DataflowGetJobExecutionDetails create( + DataflowClientFactoryConfiguration configuration) { + return new DataflowGetJobExecutionDetails(configuration); + } + + private DataflowGetJobExecutionDetails(DataflowClientFactoryConfiguration configuration) { + this.configuration = configuration; + } + + @Override + public @NonNull DataflowReadResult expand( + PCollection input) { + + PCollectionTuple pct = + input + .apply( + Throttle.class.getSimpleName() + + " " + + DataflowGetJobExecutionDetails.class.getSimpleName(), + Throttle.of( + DataflowGetJobExecutionDetails.class.getName(), Duration.standardSeconds(1L))) + .apply( + DataflowGetJobExecutionDetails.class.getSimpleName(), + ParDo.of(new GetJobExecutionDetailsFn(this)) + .withOutputTags(SUCCESS, TupleTagList.of(FAILURE))); + + return DataflowReadResult.of(SUCCESS, FAILURE, pct); + } + + private static class GetJobExecutionDetailsFn extends DoFn { + final Counter success = + Metrics.counter(GetJobExecutionDetailsRequest.class, "get_job_execution_details_success"); + final Counter failure = + Metrics.counter(GetJobExecutionDetailsRequest.class, "get_job_execution_details_failure"); + final Counter items = Metrics.counter(StageSummary.class, "job_execution_details_items"); + private final DataflowGetJobExecutionDetails spec; + private transient MetricsV1Beta3Grpc.@MonotonicNonNull MetricsV1Beta3BlockingStub client; + + private GetJobExecutionDetailsFn(DataflowGetJobExecutionDetails spec) { + this.spec = spec; + } + + @Setup + public void setup() { + client = DataflowClientFactory.INSTANCE.getOrCreateMetricsClient(spec.configuration); + } + + @ProcessElement + public void process(@Element Job job, MultiOutputReceiver receiver) { + GetJobExecutionDetailsRequest request = + GetJobExecutionDetailsRequest.newBuilder() + .setJobId(job.getId()) + .setProjectId(job.getProjectId()) + .setLocation(job.getLocation()) + .build(); + try { + JobExecutionDetails response = checkStateNotNull(client).getJobExecutionDetails(request); + success.inc(); + items.inc(response.getStagesCount()); + emitResponse(job, response, receiver.get(SUCCESS)); + while (!Strings.isNullOrEmpty(response.getNextPageToken())) { + GetJobExecutionDetailsRequest requestWithPageToken = + request.toBuilder().setPageToken(response.getNextPageToken()).build(); + response = client.getJobExecutionDetails(requestWithPageToken); + success.inc(); + items.inc(response.getStagesCount()); + emitResponse(job, response, receiver.get(SUCCESS)); + } + } catch (StatusRuntimeException e) { + failure.inc(); + receiver + .get(FAILURE) + .output( + DataflowRequestError.fromRequest(request, GetJobExecutionDetailsRequest.class) + .setObservedTime(Instant.now()) + .setMessage(Optional.ofNullable(e.getMessage()).orElse("")) + .setStackTrace(Throwables.getStackTraceAsString(e)) + .build()); + } + } + } + + private static void emitResponse( + @NonNull Job job, + @NonNull JobExecutionDetails response, + DoFn.OutputReceiver receiver) { + Instant createTime = Instant.ofEpochSecond(job.getCreateTime().getSeconds()); + for (StageSummary summary : response.getStagesList()) { + StageSummaryWithAppendedDetails result = new StageSummaryWithAppendedDetails(); + result.setJobId(job.getId()); + result.setJobCreateTime(createTime); + result.setStageSummary(summary); + receiver.output(result); + } + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowGetJobMetrics.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowGetJobMetrics.java new file mode 100644 index 0000000000000..c8900d123532f --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowGetJobMetrics.java @@ -0,0 +1,139 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.dataflow; + +import static org.apache.beam.sdk.util.Preconditions.checkStateNotNull; + +import com.google.dataflow.v1beta3.GetJobMetricsRequest; +import com.google.dataflow.v1beta3.Job; +import com.google.dataflow.v1beta3.JobMetrics; +import com.google.dataflow.v1beta3.MetricsV1Beta3Grpc; +import io.grpc.StatusRuntimeException; +import java.util.Optional; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.metrics.Counter; +import org.apache.beam.sdk.metrics.Metrics; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.PTransform; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.PCollectionTuple; +import org.apache.beam.sdk.values.TupleTag; +import org.apache.beam.sdk.values.TupleTagList; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Throwables; +import org.checkerframework.checker.nullness.qual.MonotonicNonNull; +import org.checkerframework.checker.nullness.qual.NonNull; +import org.joda.time.Duration; +import org.joda.time.Instant; + +/** + * {@link PTransform} for executing {@link GetJobMetricsRequest}s using the {@link + * MetricsV1Beta3Grpc} client. Emits {@link JobMetricsWithAppendedDetails} or {@link + * DataflowRequestError}s. + */ +@Internal +public class DataflowGetJobMetrics + extends PTransform< + @NonNull PCollection, + @NonNull DataflowReadResult> { + + public static DataflowGetJobMetrics create(DataflowClientFactoryConfiguration configuration) { + return new DataflowGetJobMetrics(configuration); + } + + private static final TupleTag SUCCESS = + new TupleTag() {}; + + private static final TupleTag FAILURE = + new TupleTag() {}; + + private final DataflowClientFactoryConfiguration configuration; + + private DataflowGetJobMetrics(DataflowClientFactoryConfiguration configuration) { + this.configuration = configuration; + } + + @Override + public @NonNull DataflowReadResult expand( + PCollection input) { + + PCollectionTuple pct = + input + .apply( + Throttle.class.getSimpleName() + " " + DataflowGetJobMetrics.class.getSimpleName(), + Throttle.of(DataflowGetJobMetrics.class.getName(), Duration.standardSeconds(1L))) + .apply( + DataflowGetJobMetrics.class.getSimpleName(), + ParDo.of(new GetJobMetricsFn(this)) + .withOutputTags(SUCCESS, TupleTagList.of(FAILURE))); + + return DataflowReadResult.of(SUCCESS, FAILURE, pct); + } + + private static class GetJobMetricsFn extends DoFn { + + final Counter success = Metrics.counter(GetJobMetricsRequest.class, "get_jobs_metrics_success"); + final Counter failure = Metrics.counter(GetJobMetricsRequest.class, "get_jobs_metrics_failure"); + final Counter items = Metrics.counter(JobMetrics.class, "job_metrics_items"); + private final DataflowGetJobMetrics spec; + private transient MetricsV1Beta3Grpc.@MonotonicNonNull MetricsV1Beta3BlockingStub client; + + private GetJobMetricsFn(DataflowGetJobMetrics spec) { + this.spec = spec; + } + + @Setup + public void setup() { + client = DataflowClientFactory.INSTANCE.getOrCreateMetricsClient(spec.configuration); + } + + @ProcessElement + public void process(@Element Job job, MultiOutputReceiver receiver) { + GetJobMetricsRequest request = + GetJobMetricsRequest.newBuilder() + .setJobId(job.getId()) + .setProjectId(job.getProjectId()) + .setLocation(job.getLocation()) + .build(); + try { + + JobMetrics response = checkStateNotNull(client).getJobMetrics(request); + success.inc(); + items.inc(response.getMetricsCount()); + com.google.protobuf.Timestamp timestamp = job.getCreateTime(); + JobMetricsWithAppendedDetails result = new JobMetricsWithAppendedDetails(); + result.setJobId(request.getJobId()); + result.setJobCreateTime(Instant.ofEpochSecond(timestamp.getSeconds())); + result.setJobMetrics(response); + + receiver.get(SUCCESS).output(result); + + } catch (StatusRuntimeException e) { + failure.inc(); + receiver + .get(FAILURE) + .output( + DataflowRequestError.fromRequest(request, GetJobMetricsRequest.class) + .setObservedTime(Instant.now()) + .setMessage(Optional.ofNullable(e.getMessage()).orElse("")) + .setStackTrace(Throwables.getStackTraceAsString(e)) + .build()); + } + } + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowGetJobs.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowGetJobs.java new file mode 100644 index 0000000000000..e7a59560a7ec5 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowGetJobs.java @@ -0,0 +1,121 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.dataflow; + +import static org.apache.beam.sdk.util.Preconditions.checkStateNotNull; + +import com.google.dataflow.v1beta3.GetJobRequest; +import com.google.dataflow.v1beta3.Job; +import com.google.dataflow.v1beta3.JobsV1Beta3Grpc; +import io.grpc.StatusRuntimeException; +import java.util.Optional; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.metrics.Counter; +import org.apache.beam.sdk.metrics.Metrics; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.PTransform; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.PCollectionTuple; +import org.apache.beam.sdk.values.TupleTag; +import org.apache.beam.sdk.values.TupleTagList; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Throwables; +import org.checkerframework.checker.nullness.qual.MonotonicNonNull; +import org.checkerframework.checker.nullness.qual.NonNull; +import org.joda.time.Duration; +import org.joda.time.Instant; + +/** + * {@link PTransform} for executing {@link GetJobRequest}s using the {@link JobsV1Beta3Grpc}. Emits + * {@link Job}s or {@link DataflowRequestError}s. + */ +@Internal +public class DataflowGetJobs + extends PTransform< + @NonNull PCollection, + @NonNull DataflowReadResult> { + + private static final TupleTag SUCCESS = new TupleTag() {}; + + private static final TupleTag FAILURE = + new TupleTag() {}; + + public static DataflowGetJobs create(DataflowClientFactoryConfiguration configuration) { + return new DataflowGetJobs(configuration); + } + + private final DataflowClientFactoryConfiguration configuration; + + private DataflowGetJobs(@NonNull DataflowClientFactoryConfiguration configuration) { + this.configuration = configuration; + } + + @Override + public @NonNull DataflowReadResult expand( + PCollection input) { + + PCollectionTuple pct = + input + .apply( + Throttle.class.getSimpleName() + " " + DataflowGetJobs.class.getSimpleName(), + Throttle.of(DataflowGetJobs.class.getName(), Duration.standardSeconds(1L))) + .apply( + "GetJobs", + ParDo.of(new GetJobsFn(this)).withOutputTags(SUCCESS, TupleTagList.of(FAILURE))); + + return DataflowReadResult.of(SUCCESS, FAILURE, pct); + } + + private static class GetJobsFn extends DoFn { + final Counter success = Metrics.counter(GetJobRequest.class, "get_jobs_success"); + final Counter failure = Metrics.counter(GetJobRequest.class, "get_jobs_failure"); + private final DataflowGetJobs spec; + private transient JobsV1Beta3Grpc.@MonotonicNonNull JobsV1Beta3BlockingStub client; + + GetJobsFn(DataflowGetJobs spec) { + this.spec = spec; + } + + @Setup + public void setup() { + client = DataflowClientFactory.INSTANCE.getOrCreateJobsClient(spec.configuration); + } + + @ProcessElement + public void process(@Element GetJobRequest request, MultiOutputReceiver receiver) { + try { + + Job job = checkStateNotNull(client).getJob(request); + success.inc(); + receiver.get(SUCCESS).output(job); + + } catch (StatusRuntimeException e) { + + failure.inc(); + receiver + .get(FAILURE) + .output( + DataflowRequestError.fromRequest(request, GetJobRequest.class) + .setObservedTime(Instant.now()) + .setMessage(Optional.ofNullable(e.getMessage()).orElse("")) + .setStackTrace(Throwables.getStackTraceAsString(e)) + .build()); + } + } + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowGetStageExecutionDetails.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowGetStageExecutionDetails.java new file mode 100644 index 0000000000000..1663577783b61 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowGetStageExecutionDetails.java @@ -0,0 +1,166 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.dataflow; + +import static org.apache.beam.sdk.util.Preconditions.checkStateNotNull; + +import com.google.dataflow.v1beta3.GetStageExecutionDetailsRequest; +import com.google.dataflow.v1beta3.Job; +import com.google.dataflow.v1beta3.MetricsV1Beta3Grpc; +import com.google.dataflow.v1beta3.StageExecutionDetails; +import com.google.dataflow.v1beta3.WorkerDetails; +import io.grpc.StatusRuntimeException; +import java.util.Optional; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.metrics.Counter; +import org.apache.beam.sdk.metrics.Metrics; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.PTransform; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.PCollectionTuple; +import org.apache.beam.sdk.values.TupleTag; +import org.apache.beam.sdk.values.TupleTagList; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Strings; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Throwables; +import org.checkerframework.checker.nullness.qual.MonotonicNonNull; +import org.checkerframework.checker.nullness.qual.NonNull; +import org.joda.time.Duration; +import org.joda.time.Instant; + +/** + * {@link PTransform} for executing {@link GetStageExecutionDetailsRequest}s using the {@link + * MetricsV1Beta3Grpc} client. Emits {@link WorkerDetailsWithAppendedDetails} or {@link + * DataflowRequestError}s. + */ +@Internal +public class DataflowGetStageExecutionDetails + extends PTransform< + @NonNull PCollection, + @NonNull DataflowReadResult> { + + public static DataflowGetStageExecutionDetails create( + DataflowClientFactoryConfiguration configuration) { + return new DataflowGetStageExecutionDetails(configuration); + } + + private static final TupleTag SUCCESS = + new TupleTag() {}; + + private static final TupleTag FAILURE = + new TupleTag() {}; + + private final DataflowClientFactoryConfiguration configuration; + + private DataflowGetStageExecutionDetails(DataflowClientFactoryConfiguration configuration) { + this.configuration = configuration; + } + + @Override + public @NonNull DataflowReadResult expand( + PCollection input) { + + PCollectionTuple pct = + input + .apply( + Throttle.class.getSimpleName() + + " " + + DataflowGetStageExecutionDetails.class.getSimpleName(), + Throttle.of( + DataflowGetStageExecutionDetails.class.getName(), Duration.standardSeconds(1L))) + .apply( + DataflowGetStageExecutionDetails.class.getSimpleName(), + ParDo.of(new GetStageExecutionDetailsFn(this)) + .withOutputTags(SUCCESS, TupleTagList.of(FAILURE))); + return DataflowReadResult.of(SUCCESS, FAILURE, pct); + } + + private static class GetStageExecutionDetailsFn + extends DoFn { + + final Counter success = + Metrics.counter( + GetStageExecutionDetailsRequest.class, "get_stage_execution_details_success"); + final Counter failure = + Metrics.counter( + GetStageExecutionDetailsRequest.class, "get_stage_execution_details_failure"); + + final Counter items = Metrics.counter(WorkerDetails.class, "stage_execution_details_items"); + private final DataflowGetStageExecutionDetails spec; + private transient MetricsV1Beta3Grpc.@MonotonicNonNull MetricsV1Beta3BlockingStub client; + + private GetStageExecutionDetailsFn(DataflowGetStageExecutionDetails spec) { + this.spec = spec; + } + + @Setup + public void setup() { + client = DataflowClientFactory.INSTANCE.getOrCreateMetricsClient(spec.configuration); + } + + @ProcessElement + public void process(@Element Job job, MultiOutputReceiver receiver) { + GetStageExecutionDetailsRequest request = + GetStageExecutionDetailsRequest.getDefaultInstance() + .toBuilder() + .setJobId(job.getId()) + .setProjectId(job.getProjectId()) + .setLocation(job.getLocation()) + .build(); + try { + StageExecutionDetails response = + checkStateNotNull(client).getStageExecutionDetails(request); + success.inc(); + items.inc(response.getWorkersCount()); + emitResponse(job, response, receiver.get(SUCCESS)); + while (!Strings.isNullOrEmpty(response.getNextPageToken())) { + GetStageExecutionDetailsRequest requestWithPageToken = + request.toBuilder().setPageToken(response.getNextPageToken()).build(); + response = client.getStageExecutionDetails(requestWithPageToken); + success.inc(); + emitResponse(job, response, receiver.get(SUCCESS)); + } + } catch (StatusRuntimeException e) { + failure.inc(); + receiver + .get(FAILURE) + .output( + DataflowRequestError.fromRequest(request, GetStageExecutionDetailsRequest.class) + .setObservedTime(Instant.now()) + .setMessage(Optional.ofNullable(e.getMessage()).orElse("")) + .setStackTrace(Throwables.getStackTraceAsString(e)) + .build()); + } + } + + private static void emitResponse( + @NonNull Job job, + @NonNull StageExecutionDetails response, + @NonNull OutputReceiver receiver) { + + for (WorkerDetails details : response.getWorkersList()) { + Instant createTime = Instant.ofEpochSecond(job.getCreateTime().getSeconds()); + WorkerDetailsWithAppendedDetails result = new WorkerDetailsWithAppendedDetails(); + result.setJobId(job.getId()); + result.setJobCreateTime(createTime); + result.setWorkerDetails(details); + receiver.output(result); + } + } + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowJobsOptions.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowJobsOptions.java new file mode 100644 index 0000000000000..148dde303d667 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowJobsOptions.java @@ -0,0 +1,36 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.dataflow; + +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.options.Default; +import org.apache.beam.sdk.options.Description; +import org.apache.beam.sdk.options.Hidden; +import org.apache.beam.sdk.options.PipelineOptions; + +/** Options required for calling the Dataflow API. */ +@Internal +public interface DataflowJobsOptions extends PipelineOptions { + + @Description("Target for use with the Google Cloud Dataflow API") + @Default.String("dns:///dataflow.googleapis.com") + @Hidden + String getDataflowTarget(); + + void setDataflowTarget(String value); +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowReadResult.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowReadResult.java new file mode 100644 index 0000000000000..5ea13eb1fa004 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowReadResult.java @@ -0,0 +1,90 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.dataflow; + +import java.util.Map; +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.transforms.PTransform; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.PCollectionTuple; +import org.apache.beam.sdk.values.PInput; +import org.apache.beam.sdk.values.POutput; +import org.apache.beam.sdk.values.PValue; +import org.apache.beam.sdk.values.TupleTag; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableMap; +import org.checkerframework.checker.initialization.qual.Initialized; +import org.checkerframework.checker.nullness.qual.NonNull; +import org.checkerframework.checker.nullness.qual.UnknownKeyFor; + +/** Convenience class for bundling Dataflow API successful request responses and failures. */ +@Internal +public class DataflowReadResult implements POutput { + + public static DataflowReadResult of( + TupleTag successTag, TupleTag failureTag, PCollectionTuple pct) { + return new DataflowReadResult<>(successTag, failureTag, pct); + } + + private final Pipeline pipeline; + + private final TupleTag successTag; + + private final PCollection success; + + private final TupleTag failureTag; + + private final PCollection failure; + + private DataflowReadResult( + TupleTag successTag, TupleTag failureTag, PCollectionTuple pct) { + this.pipeline = pct.getPipeline(); + this.successTag = successTag; + this.success = pct.get(successTag); + this.failureTag = failureTag; + this.failure = pct.get(failureTag); + } + + public PCollection getSuccess() { + return success; + } + + public PCollection getFailure() { + return failure; + } + + @Override + public @UnknownKeyFor @NonNull @Initialized Pipeline getPipeline() { + return pipeline; + } + + @Override + public @NonNull Map, PValue> expand() { + return ImmutableMap.of( + successTag, success, + failureTag, failure); + } + + @Override + public void finishSpecifyingOutput( + @UnknownKeyFor @NonNull @Initialized String transformName, + @UnknownKeyFor @NonNull @Initialized PInput input, + @UnknownKeyFor @NonNull @Initialized + PTransform<@UnknownKeyFor @NonNull @Initialized ?, @UnknownKeyFor @NonNull @Initialized ?> + transform) {} +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowRequestError.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowRequestError.java new file mode 100644 index 0000000000000..a23843afa6550 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowRequestError.java @@ -0,0 +1,95 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.dataflow; + +import static org.apache.beam.sdk.util.Preconditions.checkStateNotNull; + +import com.google.auto.value.AutoValue; +import com.google.protobuf.GeneratedMessageV3; +import com.google.protobuf.InvalidProtocolBufferException; +import com.google.protobuf.util.JsonFormat; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.schemas.AutoValueSchema; +import org.apache.beam.sdk.schemas.Schema; +import org.apache.beam.sdk.schemas.annotations.DefaultSchema; +import org.apache.beam.sdk.schemas.annotations.SchemaCaseFormat; +import org.apache.beam.sdk.transforms.SerializableFunction; +import org.apache.beam.sdk.values.Row; +import org.apache.beam.sdk.values.TypeDescriptor; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.CaseFormat; +import org.joda.time.Instant; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +/** Stores errors related to Dataflow API request executions. */ +@Internal +@DefaultSchema(AutoValueSchema.class) +@AutoValue +@SchemaCaseFormat(CaseFormat.LOWER_UNDERSCORE) +public abstract class DataflowRequestError { + + private static final Logger LOG = LoggerFactory.getLogger(DataflowRequestError.class); + + private static final AutoValueSchema SCHEMA_PROVIDER = new AutoValueSchema(); + + private static final TypeDescriptor TYPE = + TypeDescriptor.of(DataflowRequestError.class); + + public static final Schema SCHEMA = checkStateNotNull(SCHEMA_PROVIDER.schemaFor(TYPE)); + + public static final SerializableFunction TO_ROW_FN = + SCHEMA_PROVIDER.toRowFunction(TYPE); + + public static Builder builder() { + return new AutoValue_DataflowRequestError.Builder(); + } + + public static Builder fromRequest( + RequestT request, Class clazz) { + Builder builder = builder(); + try { + String json = JsonFormat.printer().omittingInsignificantWhitespace().print(request); + builder = builder.setRequest(json); + } catch (InvalidProtocolBufferException e) { + LOG.warn("error converting {} to json: {}", clazz, e.getMessage()); + } + return builder; + } + + public abstract Instant getObservedTime(); + + public abstract String getRequest(); + + public abstract String getMessage(); + + public abstract String getStackTrace(); + + @AutoValue.Builder + public abstract static class Builder { + + public abstract Builder setObservedTime(Instant value); + + public abstract Builder setRequest(String value); + + public abstract Builder setMessage(String value); + + public abstract Builder setStackTrace(String value); + + public abstract DataflowRequestError build(); + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowRequests.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowRequests.java new file mode 100644 index 0000000000000..6cc54310df684 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowRequests.java @@ -0,0 +1,52 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.dataflow; + +import static org.apache.beam.sdk.util.Preconditions.checkStateNotNull; + +import com.google.dataflow.v1beta3.GetJobRequest; +import com.google.dataflow.v1beta3.JobView; +import com.google.events.cloud.dataflow.v1beta3.Job; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.transforms.MapElements; +import org.apache.beam.sdk.values.TypeDescriptor; + +/** Various methods to create Dataflow API requests. */ +@Internal +public final class DataflowRequests { + + /** Creates {@link GetJobRequest}s from {@link Job}s with {@link JobView#JOB_VIEW_ALL}. */ + public static MapElements jobRequestsFromEventsViewAll() { + return jobRequests(JobView.JOB_VIEW_ALL); + } + + /** Creates {@link GetJobRequest}s from {@link Job}s with the assigned {@link JobView}. */ + public static MapElements jobRequests(JobView view) { + return MapElements.into(TypeDescriptor.of(GetJobRequest.class)) + .via( + event -> { + Job safeEvent = checkStateNotNull(event); + return GetJobRequest.newBuilder() + .setJobId(safeEvent.getId()) + .setLocation(safeEvent.getLocation()) + .setProjectId(safeEvent.getProjectId()) + .setView(view) + .build(); + }); + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/JobMetricsWithAppendedDetails.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/JobMetricsWithAppendedDetails.java new file mode 100644 index 0000000000000..24ab889c7af5d --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/JobMetricsWithAppendedDetails.java @@ -0,0 +1,84 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.dataflow; + +import com.google.dataflow.v1beta3.Job; +import com.google.dataflow.v1beta3.JobMetrics; +import java.io.Serializable; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Objects; +import org.checkerframework.checker.nullness.qual.NonNull; +import org.checkerframework.checker.nullness.qual.Nullable; +import org.joda.time.Instant; + +/** + * A {@link JobMetrics} enrichment with a {@link Job}'s id and create time. The purpose of this + * enrichment is to join metrics with its Job while partitioning on the Job's create time. + */ +@Internal +public class JobMetricsWithAppendedDetails implements Serializable { + + private String jobId = ""; + + private Instant jobCreateTime = Instant.EPOCH; + + private JobMetrics jobMetrics = JobMetrics.getDefaultInstance(); + + public String getJobId() { + return jobId; + } + + public void setJobId(@NonNull String jobId) { + this.jobId = jobId; + } + + public Instant getJobCreateTime() { + return jobCreateTime; + } + + public void setJobCreateTime(@NonNull Instant jobCreateTime) { + this.jobCreateTime = jobCreateTime; + } + + public JobMetrics getJobMetrics() { + return jobMetrics; + } + + public void setJobMetrics(@NonNull JobMetrics jobMetrics) { + this.jobMetrics = jobMetrics; + } + + @Override + public boolean equals(@Nullable Object o) { + if (this == o) { + return true; + } + if (o == null || getClass() != o.getClass()) { + return false; + } + JobMetricsWithAppendedDetails that = (JobMetricsWithAppendedDetails) o; + return Objects.equal(jobId, that.jobId) + && Objects.equal(jobCreateTime, that.jobCreateTime) + && Objects.equal(jobMetrics, that.jobMetrics); + } + + @Override + public int hashCode() { + return Objects.hashCode(jobId, jobCreateTime, jobMetrics); + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/StageSummaryWithAppendedDetails.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/StageSummaryWithAppendedDetails.java new file mode 100644 index 0000000000000..4f454301bf52c --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/StageSummaryWithAppendedDetails.java @@ -0,0 +1,84 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.dataflow; + +import com.google.dataflow.v1beta3.Job; +import com.google.dataflow.v1beta3.StageSummary; +import java.io.Serializable; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Objects; +import org.checkerframework.checker.nullness.qual.NonNull; +import org.checkerframework.checker.nullness.qual.Nullable; +import org.joda.time.Instant; + +/** + * A {@link StageSummary} enrichment with a {@link Job}'s id and create time. The purpose of this + * enrichment is to join stage summaries with their Job while partitioning on the Job's create time. + */ +@Internal +public class StageSummaryWithAppendedDetails implements Serializable { + + private String jobId = ""; + + private Instant jobCreateTime = Instant.EPOCH; + + private StageSummary stageSummary = StageSummary.getDefaultInstance(); + + public String getJobId() { + return jobId; + } + + public void setJobId(@NonNull String jobId) { + this.jobId = jobId; + } + + public Instant getJobCreateTime() { + return jobCreateTime; + } + + public void setJobCreateTime(@NonNull Instant jobCreateTime) { + this.jobCreateTime = jobCreateTime; + } + + public StageSummary getStageSummary() { + return stageSummary; + } + + public void setStageSummary(@NonNull StageSummary stageSummary) { + this.stageSummary = stageSummary; + } + + @Override + public boolean equals(@Nullable Object o) { + if (this == o) { + return true; + } + if (o == null || getClass() != o.getClass()) { + return false; + } + StageSummaryWithAppendedDetails that = (StageSummaryWithAppendedDetails) o; + return Objects.equal(jobId, that.jobId) + && Objects.equal(jobCreateTime, that.jobCreateTime) + && Objects.equal(stageSummary, that.stageSummary); + } + + @Override + public int hashCode() { + return Objects.hashCode(jobId, jobCreateTime, stageSummary); + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/Throttle.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/Throttle.java new file mode 100644 index 0000000000000..3a062a9a83452 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/Throttle.java @@ -0,0 +1,74 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.dataflow; + +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.Flatten; +import org.apache.beam.sdk.transforms.GroupIntoBatches; +import org.apache.beam.sdk.transforms.PTransform; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.Values; +import org.apache.beam.sdk.transforms.windowing.BoundedWindow; +import org.apache.beam.sdk.transforms.windowing.FixedWindows; +import org.apache.beam.sdk.transforms.windowing.Window; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.joda.time.Duration; + +/** Controls the rate of elements. */ +@Internal +class Throttle extends PTransform, PCollection> { + + /** Control the rate of elements, emitting each element per {@link Duration}. */ + static Throttle of(String name, Duration duration) { + return new Throttle<>(name, duration); + } + + private final String tagName; + private final Duration duration; + + public Throttle(String tagName, Duration duration) { + this.tagName = tagName; + this.duration = duration; + } + + @Override + public PCollection expand(PCollection input) { + return input + .apply( + "Throttle/Window " + tagName, + Window.into(FixedWindows.of(Duration.standardSeconds(1L)))) + .apply( + "Throttle/Assign To Bounded Window " + tagName, + ParDo.of(new AssignToBoundedWindowFn<>())) + .apply( + "Throttle/GroupIntoBatches " + tagName, + GroupIntoBatches.ofSize(1L).withMaxBufferingDuration(duration)) + .apply("Throttle/Extract Values " + tagName, Values.create()) + .apply("Throttle/Flatten " + tagName, Flatten.iterables()); + } + + private static class AssignToBoundedWindowFn extends DoFn> { + @ProcessElement + public void process( + @Element T element, BoundedWindow boundedWindow, OutputReceiver> receiver) { + receiver.output(KV.of(boundedWindow.maxTimestamp().getMillis(), element)); + } + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/WorkerDetailsWithAppendedDetails.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/WorkerDetailsWithAppendedDetails.java new file mode 100644 index 0000000000000..5b1542fbe30da --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/WorkerDetailsWithAppendedDetails.java @@ -0,0 +1,84 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.dataflow; + +import com.google.dataflow.v1beta3.Job; +import com.google.dataflow.v1beta3.WorkerDetails; +import java.io.Serializable; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Objects; +import org.checkerframework.checker.nullness.qual.NonNull; +import org.checkerframework.checker.nullness.qual.Nullable; +import org.joda.time.Instant; + +/** + * A {@link WorkerDetails} enrichment with a {@link Job}'s id and create time. The purpose of this + * enrichment is to join worker details with their Job while partitioning on the Job's create time. + */ +@Internal +public class WorkerDetailsWithAppendedDetails implements Serializable { + + private String jobId = ""; + + private Instant jobCreateTime = Instant.EPOCH; + + private WorkerDetails workerDetails = WorkerDetails.getDefaultInstance(); + + public String getJobId() { + return jobId; + } + + public void setJobId(@NonNull String jobId) { + this.jobId = jobId; + } + + public Instant getJobCreateTime() { + return jobCreateTime; + } + + public void setJobCreateTime(@NonNull Instant jobCreateTime) { + this.jobCreateTime = jobCreateTime; + } + + public WorkerDetails getWorkerDetails() { + return workerDetails; + } + + public void setWorkerDetails(@NonNull WorkerDetails workerDetails) { + this.workerDetails = workerDetails; + } + + @Override + public boolean equals(@Nullable Object o) { + if (this == o) { + return true; + } + if (o == null || getClass() != o.getClass()) { + return false; + } + WorkerDetailsWithAppendedDetails that = (WorkerDetailsWithAppendedDetails) o; + return Objects.equal(jobId, that.jobId) + && Objects.equal(jobCreateTime, that.jobCreateTime) + && Objects.equal(workerDetails, that.workerDetails); + } + + @Override + public int hashCode() { + return Objects.hashCode(jobId, jobCreateTime, workerDetails); + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/package-info.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/package-info.java new file mode 100644 index 0000000000000..3d359087172ca --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/dataflow/package-info.java @@ -0,0 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +/** Defines how to read from the Dataflow API. */ +package org.apache.beam.testinfra.pipelines.dataflow; diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/package-info.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/package-info.java new file mode 100644 index 0000000000000..f61cdfa263317 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/package-info.java @@ -0,0 +1,19 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +/** Pipelines for use with test infrastructure. */ +package org.apache.beam.testinfra.pipelines; diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/pubsub/PubsubReadOptions.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/pubsub/PubsubReadOptions.java new file mode 100644 index 0000000000000..1be06256efef8 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/pubsub/PubsubReadOptions.java @@ -0,0 +1,35 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.pubsub; + +import com.fasterxml.jackson.annotation.JsonIgnore; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.options.Description; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.Validation.Required; + +/** Options for reading from Pub/Sub. */ +@Internal +public interface PubsubReadOptions extends PipelineOptions { + @Description("Pub/Sub subscription") + @Required + @JsonIgnore + SubscriptionPathOptionValue getSubscription(); + + void setSubscription(SubscriptionPathOptionValue value); +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/pubsub/SubscriptionPathOptionValue.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/pubsub/SubscriptionPathOptionValue.java new file mode 100644 index 0000000000000..c27ec16f57c5b --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/pubsub/SubscriptionPathOptionValue.java @@ -0,0 +1,45 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.pubsub; + +import java.io.Serializable; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.io.gcp.pubsub.PubsubClient; +import org.apache.beam.sdk.io.gcp.pubsub.PubsubClient.SubscriptionPath; + +/** Converts a String Pub/Sub subscription path into a {@link SubscriptionPath}. */ +@Internal +public class SubscriptionPathOptionValue implements Serializable { + private final SubscriptionPath subscriptionPath; + + public SubscriptionPathOptionValue(String input) { + SubscriptionPath parsedResult = null; + try { + parsedResult = PubsubClient.subscriptionPathFromPath(input); + } catch (IllegalStateException e) { + throw new IllegalArgumentException( + String.format( + "error parsing '%s' into %s: %s", input, SubscriptionPath.class, e.getMessage())); + } + this.subscriptionPath = parsedResult; + } + + public SubscriptionPath getValue() { + return subscriptionPath; + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/pubsub/package-info.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/pubsub/package-info.java new file mode 100644 index 0000000000000..a9694b1d1b3d0 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/pubsub/package-info.java @@ -0,0 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +/** Defines how to read from Pub/Sub. */ +package org.apache.beam.testinfra.pipelines.pubsub; diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/schemas/DependencyDrivenDescriptorQueue.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/schemas/DependencyDrivenDescriptorQueue.java new file mode 100644 index 0000000000000..13458da742d07 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/schemas/DependencyDrivenDescriptorQueue.java @@ -0,0 +1,110 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.schemas; + +import static org.apache.beam.sdk.util.Preconditions.checkStateNotNull; +import static org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Preconditions.checkState; + +import com.google.protobuf.Descriptors.Descriptor; +import com.google.protobuf.Descriptors.FieldDescriptor; +import com.google.protobuf.Descriptors.FieldDescriptor.JavaType; +import java.util.ArrayList; +import java.util.Comparator; +import java.util.HashMap; +import java.util.HashSet; +import java.util.Iterator; +import java.util.List; +import java.util.Map; +import java.util.Set; +import org.apache.beam.sdk.annotations.Internal; +import org.checkerframework.checker.nullness.qual.NonNull; + +/** + * Prevents stack overflow errors when parsing a {@link Descriptor}. Orders {@link Descriptor} by + * their interdependencies such that the first has no dependencies i.e. only primitive types and + * subsequent {@link Descriptor}s contain {@link JavaType#MESSAGE} types. + */ +@Internal +class DependencyDrivenDescriptorQueue implements Iterable, Comparator { + private final Map<@NonNull String, @NonNull Descriptor> descriptorMap = new HashMap<>(); + private final Map<@NonNull String, @NonNull Set> dependencyMap = new HashMap<>(); + + private final Map<@NonNull String, @NonNull Integer> messageFieldCounts = new HashMap<>(); + + /** + * Enqueues a {@link Descriptor}. Walks down its dependency tree of any nested {@link + * JavaType#MESSAGE} types, further enqueuing these types' {@link Descriptor}s. + */ + void enqueue(@NonNull Descriptor descriptor) { + List<@NonNull Descriptor> descriptorStack = new ArrayList<>(); + descriptorStack.add(descriptor); + while (!descriptorStack.isEmpty()) { + Descriptor fromStack = descriptorStack.remove(0); + if (descriptorMap.containsKey(fromStack.getFullName())) { + checkState(dependencyMap.containsKey(fromStack.getFullName())); + checkState(messageFieldCounts.containsKey(fromStack.getFullName())); + continue; + } + int messageFieldCounts = 0; + for (FieldDescriptor field : fromStack.getFields()) { + if (!field.getJavaType().equals(JavaType.MESSAGE)) { + continue; + } + messageFieldCounts++; + Descriptor fieldDescriptor = field.getMessageType(); + if (!dependencyMap.containsKey(fieldDescriptor.getFullName())) { + dependencyMap.put(fieldDescriptor.getFullName(), new HashSet<>()); + } + Set dependents = dependencyMap.get(fieldDescriptor.getFullName()); + dependents.add(descriptor.getFullName()); + descriptorStack.add(fieldDescriptor); + } + descriptorMap.put(fromStack.getFullName(), fromStack); + this.messageFieldCounts.put(fromStack.getFullName(), messageFieldCounts); + if (!dependencyMap.containsKey(fromStack.getFullName())) { + dependencyMap.put(fromStack.getFullName(), new HashSet<>()); + } + } + } + + /** + * Returns an iteration of {@link Descriptor}s ordered by increasing dependency such that the + * first has no nested {@link JavaType#MESSAGE} types. + */ + @Override + public Iterator iterator() { + return descriptorMap.values().stream().sorted(this).iterator(); + } + + @Override + public int compare(@NonNull Descriptor a, @NonNull Descriptor b) { + boolean aDependsOnB = + checkStateNotNull(dependencyMap.get(b.getFullName())).contains(a.getFullName()); + boolean bDependsOnA = + checkStateNotNull(dependencyMap.get(a.getFullName())).contains(b.getFullName()); + if (aDependsOnB) { + return 1; + } + if (bDependsOnA) { + return -1; + } + Integer aMessageFieldCount = checkStateNotNull(messageFieldCounts.get(a.getFullName())); + Integer bMessageFieldCount = checkStateNotNull(messageFieldCounts.get(b.getFullName())); + return aMessageFieldCount.compareTo(bMessageFieldCount); + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/schemas/DescriptorSchemaRegistry.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/schemas/DescriptorSchemaRegistry.java new file mode 100644 index 0000000000000..44fd4d668a389 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/schemas/DescriptorSchemaRegistry.java @@ -0,0 +1,153 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.schemas; + +import static org.apache.beam.sdk.util.Preconditions.checkStateNotNull; + +import com.google.protobuf.Descriptors.Descriptor; +import com.google.protobuf.Descriptors.FieldDescriptor; +import com.google.protobuf.Descriptors.FieldDescriptor.JavaType; +import java.util.HashMap; +import java.util.Map; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.schemas.Schema; +import org.apache.beam.sdk.schemas.Schema.Field; +import org.apache.beam.sdk.schemas.Schema.FieldType; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableMap; +import org.checkerframework.checker.nullness.qual.NonNull; + +/** Registers and builds {@link Schema}s of {@link Descriptor} based types. */ +@Internal +public class DescriptorSchemaRegistry { + + public static final DescriptorSchemaRegistry INSTANCE = new DescriptorSchemaRegistry(); + + private DescriptorSchemaRegistry() {} + + static final String KEY_FIELD_NAME = "key"; + static final String VALUE_FIELD_NAME = "value"; + private static final Map<@NonNull String, @NonNull Schema> SCHEMA_CACHE = new HashMap<>(); + + boolean hasNoCachedBuild(Descriptor descriptor) { + return !SCHEMA_CACHE.containsKey(descriptor.getFullName()); + } + + public @NonNull Schema getOrBuild(Descriptor descriptor) { + if (hasNoCachedBuild(descriptor)) { + build(descriptor); + } + return checkStateNotNull(SCHEMA_CACHE.get(descriptor.getFullName())); + } + + public void build(Descriptor descriptor) { + DependencyDrivenDescriptorQueue queue = new DependencyDrivenDescriptorQueue(); + queue.enqueue(descriptor); + for (Descriptor queuedDescriptor : queue) { + Builder builder = new Builder(); + Schema schema = builder.build(queuedDescriptor); + SCHEMA_CACHE.put(queuedDescriptor.getFullName(), schema); + } + } + + static class Builder { + private static final Map FIELD_TYPE_MAP = + ImmutableMap.builder() + .put(JavaType.BOOLEAN, FieldType.BOOLEAN) + .put(JavaType.INT, FieldType.INT32) + .put(JavaType.LONG, FieldType.INT64) + .put(JavaType.FLOAT, FieldType.FLOAT) + .put(JavaType.DOUBLE, FieldType.DOUBLE) + .put(JavaType.ENUM, FieldType.STRING) + .put(JavaType.STRING, FieldType.STRING) + .build(); + + private static final Map<@NonNull String, @NonNull FieldType> FULL_NAME_TYPE_MAP = + ImmutableMap.builder() + .put("google.protobuf.Value", FieldType.STRING) + .put("google.protobuf.Timestamp", FieldType.DATETIME) + .put("google.protobuf.Any", FieldType.STRING) + .build(); + + private final Schema.Builder schemaBuilder = Schema.builder(); + + Schema build(Descriptor descriptor) { + parse(descriptor); + Schema schema = schemaBuilder.build(); + SCHEMA_CACHE.put(descriptor.getFullName(), schema); + return schema; + } + + void parse(Descriptor descriptor) { + for (FieldDescriptor fieldDescriptor : descriptor.getFields()) { + if (fieldDescriptor.getJavaType().equals(JavaType.BYTE_STRING)) { + continue; + } + FieldType type = build(fieldDescriptor); + schemaBuilder.addField(Field.of(fieldDescriptor.getName(), type)); + } + } + + FieldType build(FieldDescriptor fieldDescriptor) { + if (fieldDescriptor.isMapField()) { + return buildMapType(fieldDescriptor); + } + if (fieldDescriptor.getJavaType().equals(JavaType.MESSAGE)) { + return buildNestedType(fieldDescriptor); + } + FieldType type = checkStateNotNull(FIELD_TYPE_MAP.get(fieldDescriptor.getJavaType())); + if (fieldDescriptor.isRepeated()) { + type = FieldType.array(type); + } + return type; + } + + FieldType buildMapType(FieldDescriptor fieldDescriptor) { + Descriptor mapDescriptor = fieldDescriptor.getMessageType(); + FieldDescriptor keyField = checkStateNotNull(mapDescriptor.findFieldByName(KEY_FIELD_NAME)); + FieldType keyType = checkStateNotNull(FIELD_TYPE_MAP.get(keyField.getJavaType())); + FieldDescriptor valueField = + checkStateNotNull(mapDescriptor.findFieldByName(VALUE_FIELD_NAME)); + FieldType valueType = build(valueField); + return FieldType.array( + FieldType.row( + Schema.of(Field.of(KEY_FIELD_NAME, keyType), Field.of(VALUE_FIELD_NAME, valueType)))); + } + + FieldType buildNestedType(FieldDescriptor fieldDescriptor) { + Descriptor messageDescriptor = fieldDescriptor.getMessageType(); + if (FULL_NAME_TYPE_MAP.containsKey(messageDescriptor.getFullName())) { + return checkStateNotNull(FULL_NAME_TYPE_MAP.get(messageDescriptor.getFullName())); + } + if (!SCHEMA_CACHE.containsKey(messageDescriptor.getFullName())) { + Builder builder = new Builder(); + Schema schema = builder.build(messageDescriptor); + SCHEMA_CACHE.put(messageDescriptor.getFullName(), schema); + } + Schema schema = + checkStateNotNull( + SCHEMA_CACHE.get(messageDescriptor.getFullName()), + "nested type not cached: %s", + messageDescriptor.getFullName()); + FieldType type = FieldType.row(schema); + if (fieldDescriptor.isRepeated()) { + type = FieldType.array(type); + } + return type; + } + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/schemas/GeneratedMessageV3RowBuilder.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/schemas/GeneratedMessageV3RowBuilder.java new file mode 100644 index 0000000000000..f8f8af3e06d47 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/schemas/GeneratedMessageV3RowBuilder.java @@ -0,0 +1,280 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.schemas; + +import static org.apache.beam.sdk.util.Preconditions.checkStateNotNull; +import static org.apache.beam.testinfra.pipelines.schemas.DescriptorSchemaRegistry.KEY_FIELD_NAME; +import static org.apache.beam.testinfra.pipelines.schemas.DescriptorSchemaRegistry.VALUE_FIELD_NAME; +import static org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Preconditions.checkState; + +import com.google.protobuf.AbstractMessage; +import com.google.protobuf.Any; +import com.google.protobuf.Descriptors.Descriptor; +import com.google.protobuf.Descriptors.FieldDescriptor; +import com.google.protobuf.Descriptors.FieldDescriptor.JavaType; +import com.google.protobuf.GeneratedMessageV3; +import com.google.protobuf.InvalidProtocolBufferException; +import com.google.protobuf.Message; +import com.google.protobuf.Timestamp; +import com.google.protobuf.Value; +import com.google.protobuf.util.JsonFormat; +import java.util.ArrayList; +import java.util.List; +import java.util.Map; +import java.util.concurrent.ExecutionException; +import java.util.concurrent.ExecutorService; +import java.util.concurrent.Executors; +import java.util.concurrent.TimeUnit; +import java.util.function.Consumer; +import java.util.function.Function; +import org.apache.beam.sdk.annotations.Internal; +import org.apache.beam.sdk.schemas.Schema; +import org.apache.beam.sdk.schemas.Schema.TypeName; +import org.apache.beam.sdk.values.Row; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.base.Throwables; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableMap; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.util.concurrent.ListeningExecutorService; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.util.concurrent.MoreExecutors; +import org.checkerframework.checker.nullness.qual.NonNull; +import org.joda.time.Instant; + +/** Converts a {@link GeneratedMessageV3} type to a {@link Row}. */ +@Internal +public class GeneratedMessageV3RowBuilder { + public static GeneratedMessageV3RowBuilder of(T source) { + return new GeneratedMessageV3RowBuilder<>(source); + } + + private static final Map DEFAULT_VALUES = + ImmutableMap.builder() + .put(JavaType.BOOLEAN, false) + .put(JavaType.INT, 0) + .put(JavaType.LONG, 0L) + .put(JavaType.FLOAT, 0f) + .put(JavaType.DOUBLE, 0.0) + .put(JavaType.ENUM, "") + .put(JavaType.STRING, "") + .build(); + + private final ExecutorService threadPool = Executors.newSingleThreadExecutor(); + private final ListeningExecutorService service = MoreExecutors.listeningDecorator(threadPool); + + private static final Map<@NonNull String, Function> CONVERTERS_MAP = + ImmutableMap.>builder() + .put("google.protobuf.Value", o -> convert((Value) o)) + .put("google.protobuf.Any", o -> convert((Any) o)) + .put("google.protobuf.Timestamp", o -> convert((Timestamp) o)) + .build(); + private final @NonNull T source; + + private Row.@NonNull FieldValueBuilder builder; + + GeneratedMessageV3RowBuilder(@NonNull T source) { + this.source = source; + Schema schema = + checkStateNotNull( + DescriptorSchemaRegistry.INSTANCE.getOrBuild(source.getDescriptorForType())); + builder = Row.withSchema(schema).withFieldValues(ImmutableMap.of()); + } + + /** + * Builds a {@link Row} from a {@link GeneratedMessageV3} type submitting nested types to an + * {@link ExecutorService} to prevent stack overflow errors. + */ + public Row build() { + for (FieldDescriptor fieldDescriptor : source.getDescriptorForType().getFields()) { + if (shouldSkip(fieldDescriptor)) { + continue; + } + Object value = getValue(fieldDescriptor); + builder.withFieldValue(fieldDescriptor.getName(), value); + } + + Row result = builder.build(); + shutdownAwaitTermination(); + return result; + } + + Object getValue(FieldDescriptor fieldDescriptor) { + return getValue(this.source, fieldDescriptor); + } + + Object getValue( + MessageT message, FieldDescriptor fieldDescriptor) { + if (fieldDescriptor.isMapField()) { + return mapOf(message, fieldDescriptor); + } + if (fieldDescriptor.isRepeated()) { + return listOf(message, fieldDescriptor); + } + Object value = message.getField(fieldDescriptor); + return convert(fieldDescriptor, value); + } + + Object listOf( + MessageT message, FieldDescriptor fieldDescriptor) { + List result = new ArrayList<>(); + int size = message.getRepeatedFieldCount(fieldDescriptor); + for (int i = 0; i < size; i++) { + Object value = getValue(message, fieldDescriptor, i); + result.add(value); + } + return result; + } + + Object getValue( + MessageT message, FieldDescriptor fieldDescriptor, int i) { + Object value = message.getRepeatedField(fieldDescriptor, i); + return convert(fieldDescriptor, value); + } + + Object mapOf( + MessageT message, FieldDescriptor fieldDescriptor) { + List result = new ArrayList<>(); + Descriptor mapDescriptor = fieldDescriptor.getMessageType(); + FieldDescriptor keyType = checkStateNotNull(mapDescriptor.findFieldByName(KEY_FIELD_NAME)); + FieldDescriptor valueType = checkStateNotNull(mapDescriptor.findFieldByName(VALUE_FIELD_NAME)); + int size = message.getRepeatedFieldCount(fieldDescriptor); + Schema messageSchema = + checkStateNotNull( + DescriptorSchemaRegistry.INSTANCE.getOrBuild(message.getDescriptorForType())); + Schema.Field mapField = messageSchema.getField(fieldDescriptor.getName()); + checkState(mapField.getType().getTypeName().equals(TypeName.ARRAY)); + Schema.FieldType mapEntryFieldType = + checkStateNotNull(mapField.getType().getCollectionElementType()); + checkState(mapEntryFieldType.getTypeName().equals(TypeName.ROW)); + Schema entrySchema = checkStateNotNull(mapEntryFieldType.getRowSchema()); + + for (int i = 0; i < size; i++) { + Object entryObj = message.getRepeatedField(fieldDescriptor, i); + checkState( + entryObj instanceof AbstractMessage, + "%s is not an instance of %s, found: %s", + fieldDescriptor.getName(), + AbstractMessage.class, + entryObj.getClass()); + AbstractMessage entry = (AbstractMessage) entryObj; + Object key = getValue(entry, keyType); + Object value = getValue(entry, valueType); + Row entryRow = + Row.withSchema(entrySchema) + .withFieldValue(KEY_FIELD_NAME, key) + .withFieldValue(VALUE_FIELD_NAME, value) + .build(); + result.add(entryRow); + } + return result; + } + + Object convert(FieldDescriptor fieldDescriptor, Object originalValue) { + + if (originalValue == null && DEFAULT_VALUES.containsKey(fieldDescriptor.getJavaType())) { + return checkStateNotNull(DEFAULT_VALUES.get(fieldDescriptor.getJavaType())); + } + + if (fieldDescriptor.getJavaType().equals(JavaType.ENUM)) { + return checkStateNotNull(originalValue).toString(); + } + + if (!fieldDescriptor.getJavaType().equals(JavaType.MESSAGE)) { + return originalValue; + } + + Descriptor descriptor = fieldDescriptor.getMessageType(); + if (CONVERTERS_MAP.containsKey(descriptor.getFullName())) { + Function converter = + checkStateNotNull(CONVERTERS_MAP.get(descriptor.getFullName())); + return converter.apply(originalValue); + } + + checkState( + originalValue instanceof GeneratedMessageV3, + "%s is not instance of %s, found: %s", + fieldDescriptor.getName(), + GeneratedMessageV3.class, + originalValue.getClass()); + + GeneratedMessageV3 message = (GeneratedMessageV3) originalValue; + GeneratedMessageV3RowBuilder rowBuilder = + new GeneratedMessageV3RowBuilder<>(message); + + try { + return service.submit(rowBuilder::build).get(); + } catch (InterruptedException | ExecutionException e) { + throw new IllegalStateException( + String.format( + "error building Row of %s type for field: %s of %s: %s %s", + fieldDescriptor.getMessageType().getFullName(), + fieldDescriptor.getName(), + source.getDescriptorForType().getFullName(), + e.getMessage(), + Throwables.getStackTraceAsString(e))); + } + } + + boolean shouldSkip(FieldDescriptor fieldDescriptor) { + return fieldDescriptor.getJavaType().equals(JavaType.BYTE_STRING); + } + + private static Object convert(Timestamp timestamp) { + return Instant.ofEpochMilli(timestamp.getSeconds() * 1000); + } + + private static Object convert(Message value) { + try { + return JsonFormat.printer().omittingInsignificantWhitespace().print(value); + } catch (InvalidProtocolBufferException e) { + throw new IllegalStateException(e); + } + } + + private void shutdownAwaitTermination() { + if (shutdownConsumeTerminationInterruptIfNeeded( + service, + e -> { + shutdownAndIgnoreInterruptIfNeeded(threadPool); + })) { + shutdownAndIgnoreInterruptIfNeeded(threadPool); + } + } + + private boolean shutdownConsumeTerminationInterruptIfNeeded( + ExecutorService executorService, Consumer handleInterrupt) { + try { + if (executorService.isShutdown()) { + return true; + } + executorService.shutdown(); + return executorService.awaitTermination(1L, TimeUnit.SECONDS); + } catch (InterruptedException e) { + handleInterrupt.accept(e); + return true; + } + } + + private void shutdownAndIgnoreInterruptIfNeeded(ExecutorService executorService) { + try { + if (executorService.isShutdown()) { + return; + } + executorService.shutdown(); + boolean ignored = executorService.awaitTermination(1L, TimeUnit.SECONDS); + } catch (InterruptedException ignored) { + } + } +} diff --git a/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/schemas/package-info.java b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/schemas/package-info.java new file mode 100644 index 0000000000000..3fd4ebda48998 --- /dev/null +++ b/.test-infra/pipelines/src/main/java/org/apache/beam/testinfra/pipelines/schemas/package-info.java @@ -0,0 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +/** Defines how to handle Beam Schemas. */ +package org.apache.beam.testinfra.pipelines.schemas; diff --git a/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/conversions/EventarcConversionsTest.java b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/conversions/EventarcConversionsTest.java new file mode 100644 index 0000000000000..8ead238eb1096 --- /dev/null +++ b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/conversions/EventarcConversionsTest.java @@ -0,0 +1,271 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.conversions; + +import static org.apache.beam.sdk.util.Preconditions.checkStateNotNull; +import static org.apache.beam.sdk.values.TypeDescriptors.booleans; +import static org.apache.beam.sdk.values.TypeDescriptors.strings; +import static org.junit.jupiter.api.Assertions.assertEquals; +import static org.junit.jupiter.api.Assertions.assertNotNull; + +import com.google.events.cloud.dataflow.v1beta3.Job; +import com.google.events.cloud.dataflow.v1beta3.JobState; +import com.google.events.cloud.dataflow.v1beta3.JobType; +import java.io.IOException; +import java.nio.charset.StandardCharsets; +import java.nio.file.Files; +import java.nio.file.Path; +import java.nio.file.Paths; +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.testing.PAssert; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.MapElements; +import org.apache.beam.sdk.transforms.WithFailures; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.TypeDescriptor; +import org.checkerframework.checker.nullness.qual.NonNull; +import org.junit.jupiter.api.Test; + +/** Tests for {@link org.apache.beam.testinfra.pipelines.conversions.EventarcConversions}. */ +class EventarcConversionsTest { + + private static final EventarcConversions.JsonToJobFn FROM_JSON_FN = + new EventarcConversions.JsonToJobFn(); + + @Test + void fromJson_emptyStrings_emitsAsConversionErrors() { + Pipeline pipeline = Pipeline.create(); + WithFailures.Result<@NonNull PCollection, ConversionError> result = + pipeline.apply(Create.of("")).apply(EventarcConversions.fromJson()); + PAssert.that(result.output()).empty(); + PAssert.thatSingleton( + result + .failures() + .apply( + "get error message", + MapElements.into(strings()) + .via(error -> checkStateNotNull(error).getMessage()))) + .isEqualTo("json input missing path: $.data"); + + pipeline.run(); + } + + @Test + void fromJson_malformedJson_emitsAsConversionErrors() { + Pipeline pipeline = Pipeline.create(); + WithFailures.Result<@NonNull PCollection, ConversionError> result = + pipeline.apply(Create.of("{\"foo\", \"bar\"")).apply(EventarcConversions.fromJson()); + PAssert.that(result.output()).empty(); + PAssert.thatSingleton( + result + .failures() + .apply( + "contains message part", + MapElements.into(booleans()) + .via( + error -> + checkStateNotNull(error) + .getMessage() + .contains("JsonParseException")))) + .isEqualTo(true); + + pipeline.run(); + } + + @Test + void fromJson_missingDataKey_emitsAsConversionErrors() { + Pipeline pipeline = Pipeline.create(); + WithFailures.Result<@NonNull PCollection, ConversionError> result = + pipeline.apply(Create.of("{}")).apply(EventarcConversions.fromJson()); + PAssert.that(result.output()).empty(); + PAssert.thatSingleton( + result + .failures() + .apply( + "get error message", + MapElements.into(strings()) + .via(error -> checkStateNotNull(error).getMessage()))) + .isEqualTo("json input missing path: $.data"); + + pipeline.run(); + } + + @Test + void fromJson_missingTypeKey_emitsAsConversionErrors() { + Pipeline pipeline = Pipeline.create(); + WithFailures.Result<@NonNull PCollection, ConversionError> result = + pipeline.apply(Create.of("{\"data\":{}}")).apply(EventarcConversions.fromJson()); + PAssert.that(result.output()).empty(); + PAssert.thatSingleton( + result + .failures() + .apply( + "get error message", + MapElements.into(strings()) + .via(error -> checkStateNotNull(error).getMessage()))) + .isEqualTo("json input missing path: $.data.@type"); + + pipeline.run(); + } + + @Test + void fromJson_typeMismatch_emitsAsConversionErrors() { + Pipeline pipeline = Pipeline.create(); + WithFailures.Result<@NonNull PCollection, ConversionError> result = + pipeline + .apply(Create.of("{\"data\":{\"payload\": {},\"@type\": \"bad.type\"}}")) + .apply(EventarcConversions.fromJson()); + PAssert.that(result.output()).empty(); + PAssert.thatSingleton( + result + .failures() + .apply( + "get error message", + MapElements.into(strings()) + .via(error -> checkStateNotNull(error).getMessage()))) + .isEqualTo( + "expected @type=type.googleapis.com/google.events.cloud.dataflow.v1beta3.JobEventData at json path: $.data.@type, got: bad.type"); + + pipeline.run(); + } + + @Test + void fromJson_missingPayloadKey_emitsAsConversionErrors() { + Pipeline pipeline = Pipeline.create(); + WithFailures.Result<@NonNull PCollection, ConversionError> result = + pipeline + .apply( + Create.of( + "{\"data\":{\"@type\": \"type.googleapis.com/google.events.cloud.dataflow.v1beta3.JobEventData\"}}")) + .apply(EventarcConversions.fromJson()); + PAssert.that(result.output()).empty(); + PAssert.thatSingleton( + result + .failures() + .apply( + "get error message", + MapElements.into(strings()) + .via(error -> checkStateNotNull(error).getMessage()))) + .isEqualTo("json input missing path: $.data.payload"); + + pipeline.run(); + } + + @Test + void fromJson_hasUnexpectedProperty_emitsAsConversionErrors() throws IOException { + String resourceName = "eventarc_data/has_extra_data_payload_foo_property.json"; + Pipeline pipeline = Pipeline.create(); + WithFailures.Result<@NonNull PCollection, ConversionError> result = + readJsonThenApplyConversion(resourceName, pipeline); + PAssert.that(result.output()).empty(); + PAssert.thatSingleton( + result + .failures() + .apply( + "get error message", + MapElements.into(strings()) + .via(error -> checkStateNotNull(error).getMessage()))) + .isEqualTo( + "com.google.protobuf.InvalidProtocolBufferException: Cannot find field: foo in message google.events.cloud.dataflow.v1beta3.Job"); + + pipeline.run(); + } + + @Test + void fromJson_JobStateCanceledStreaming_emitsJob() throws IOException { + String resourceName = "eventarc_data/job_state_canceled_streaming.json"; + Pipeline pipeline = Pipeline.create(); + WithFailures.Result<@NonNull PCollection, ConversionError> result = + readJsonThenApplyConversion(resourceName, pipeline); + + PAssert.thatSingleton( + result + .output() + .apply( + "get current state", + MapElements.into(TypeDescriptor.of(JobState.class)) + .via(job -> checkStateNotNull(job).getCurrentState()))) + .isEqualTo(JobState.JOB_STATE_CANCELLED); + + PAssert.thatSingleton( + result + .output() + .apply( + "get job type", + MapElements.into(TypeDescriptor.of(JobType.class)) + .via(job -> checkStateNotNull(job).getType()))) + .isEqualTo(JobType.JOB_TYPE_STREAMING); + + PAssert.thatSingleton( + result + .output() + .apply( + "get job id", + MapElements.into(strings()).via(job -> checkStateNotNull(job).getId()))) + .isEqualTo("2023-05-09_13_23_50-11065941757886660214"); + + PAssert.that(result.failures()).empty(); + + pipeline.run(); + } + + @Test + void jobStateCanceledStreaming_JsonToDataFn() throws IOException { + String payload = loadResource("eventarc_data/job_state_canceled_streaming.json"); + Job actual = FROM_JSON_FN.apply(payload); + assertNotNull(actual); + assertEquals(JobState.JOB_STATE_CANCELLED, actual.getCurrentState()); + assertEquals(JobType.JOB_TYPE_STREAMING, actual.getType()); + assertEquals("2023-05-09_13_23_50-11065941757886660214", actual.getId()); + } + + @Test + void jobStateCancelingStreaming_JsonToDataFn() throws IOException { + String payload = loadResource("eventarc_data/job_state_canceling_streaming.json"); + Job actual = FROM_JSON_FN.apply(payload); + assertNotNull(actual); + assertEquals(JobState.JOB_STATE_CANCELLING, actual.getCurrentState()); + assertEquals(JobType.JOB_TYPE_STREAMING, actual.getType()); + assertEquals("2023-05-09_13_23_50-11065941757886660214", actual.getId()); + } + + @Test + void jobStateDoneBatch_JsonToDataFn() throws IOException { + String payload = loadResource("eventarc_data/job_state_done_batch.json"); + Job actual = FROM_JSON_FN.apply(payload); + assertNotNull(actual); + assertEquals(JobState.JOB_STATE_DONE, actual.getCurrentState()); + assertEquals(JobType.JOB_TYPE_BATCH, actual.getType()); + assertEquals("2023-05-09_13_39_13-18226864771788319755", actual.getId()); + } + + private static WithFailures.Result<@NonNull PCollection, ConversionError> + readJsonThenApplyConversion(String resourcePath, Pipeline pipeline) throws IOException { + + String payload = loadResource(resourcePath); + PCollection json = pipeline.apply(Create.of(payload)); + + return json.apply(EventarcConversions.fromJson()); + } + + private static String loadResource(String resourceName) throws IOException { + Path resourcePath = Paths.get("build", "resources", "test", resourceName); + byte[] bytes = Files.readAllBytes(resourcePath); + return new String(bytes, StandardCharsets.UTF_8); + } +} diff --git a/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/conversions/JobMetricsWithAppendedDetailsTest.java b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/conversions/JobMetricsWithAppendedDetailsTest.java new file mode 100644 index 0000000000000..afa792958fbff --- /dev/null +++ b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/conversions/JobMetricsWithAppendedDetailsTest.java @@ -0,0 +1,143 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.conversions; + +import static org.apache.beam.sdk.util.Preconditions.checkStateNotNull; +import static org.apache.beam.sdk.values.TypeDescriptors.rows; +import static org.junit.jupiter.api.Assertions.assertEquals; + +import com.google.dataflow.v1beta3.JobMetrics; +import com.google.dataflow.v1beta3.MetricUpdate; +import com.google.protobuf.Descriptors; +import com.google.protobuf.Timestamp; +import com.google.protobuf.Value; +import java.util.ArrayList; +import java.util.Collection; +import java.util.List; +import java.util.function.Function; +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.schemas.Schema; +import org.apache.beam.sdk.testing.PAssert; +import org.apache.beam.sdk.transforms.Count; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.MapElements; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.Row; +import org.apache.beam.testinfra.pipelines.dataflow.JobMetricsWithAppendedDetails; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableList; +import org.checkerframework.checker.nullness.qual.NonNull; +import org.joda.time.Instant; +import org.joda.time.ReadableDateTime; +import org.junit.jupiter.api.Test; + +/** Tests for {@link WithAppendedDetailsToRow} of {@link JobMetricsWithAppendedDetails}. */ +class JobMetricsWithAppendedDetailsTest + extends WithAppendedDetailsToRowTest { + + @Override + WithAppendedDetailsToRow transform() { + return WithAppendedDetailsToRow.jobMetricsWithAppendedDetailsToRow(); + } + + @Override + Descriptors.Descriptor embeddedTypeDescriptor() { + return JobMetrics.getDescriptor(); + } + + @Override + String embeddedTypeFieldName() { + return "job_metrics"; + } + + @Override + Function jobIdGetter() { + return JobMetricsWithAppendedDetails::getJobId; + } + + @Override + Function createTimeGetter() { + return JobMetricsWithAppendedDetails::getJobCreateTime; + } + + @Override + @NonNull + List<@NonNull JobMetricsWithAppendedDetails> input() { + JobMetricsWithAppendedDetails details = new JobMetricsWithAppendedDetails(); + details.setJobId("job_id_value"); + details.setJobCreateTime(Instant.ofEpochSecond(1000L)); + details.setJobMetrics( + JobMetrics.getDefaultInstance() + .toBuilder() + .addMetrics( + MetricUpdate.getDefaultInstance() + .toBuilder() + .setUpdateTime(Timestamp.newBuilder().setSeconds(10000L).build()) + .setScalar(Value.newBuilder().setNumberValue(1.23456)) + .build()) + .build()); + return ImmutableList.of(details); + } + + @Test + void jobMetrics() { + + Schema jobMetricsSchema = expectedEmbeddedSchema(); + + Pipeline pipeline = Pipeline.create(); + + PCollection input = pipeline.apply(Create.of(input())); + + RowConversionResult result = + input.apply(transform()); + + PAssert.thatSingleton(result.getFailure().apply("count errors", Count.globally())) + .isEqualTo(0L); + + PCollection jobMetrics = + result + .getSuccess() + .apply( + "job_metrics", + MapElements.into(rows()) + .via(row -> checkStateNotNull(row.getRow(embeddedTypeFieldName())))) + .setRowSchema(jobMetricsSchema); + + PAssert.thatSingleton(jobMetrics.apply("count job_metrics", Count.globally())).isEqualTo(1L); + + jobMetrics.apply( + "metrics", + ParDo.of( + new DoFn() { + @ProcessElement + public void process(@Element Row row) { + Collection metrics = checkStateNotNull(row.getArray("metrics")); + assertEquals(1, metrics.size()); + Row metricsUpdate = checkStateNotNull(new ArrayList<>(metrics).get(0)); + ReadableDateTime timestamp = + checkStateNotNull(metricsUpdate.getDateTime("update_time")); + assertEquals(10000000L, timestamp.getMillis()); + String scaler = checkStateNotNull(metricsUpdate.getString("scalar")); + assertEquals("1.23456", scaler); + } + })); + + pipeline.run(); + } +} diff --git a/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/conversions/StageSummaryWithAppendedDetailsTest.java b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/conversions/StageSummaryWithAppendedDetailsTest.java new file mode 100644 index 0000000000000..a1bf2709ff667 --- /dev/null +++ b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/conversions/StageSummaryWithAppendedDetailsTest.java @@ -0,0 +1,146 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.conversions; + +import static org.apache.beam.sdk.util.Preconditions.checkStateNotNull; +import static org.apache.beam.sdk.values.TypeDescriptors.rows; +import static org.junit.jupiter.api.Assertions.assertEquals; + +import com.google.dataflow.v1beta3.MetricUpdate; +import com.google.dataflow.v1beta3.StageSummary; +import com.google.protobuf.Descriptors; +import com.google.protobuf.Timestamp; +import com.google.protobuf.Value; +import java.util.ArrayList; +import java.util.Collection; +import java.util.List; +import java.util.function.Function; +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.schemas.Schema; +import org.apache.beam.sdk.testing.PAssert; +import org.apache.beam.sdk.transforms.Count; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.MapElements; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.Row; +import org.apache.beam.testinfra.pipelines.dataflow.StageSummaryWithAppendedDetails; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableList; +import org.checkerframework.checker.nullness.qual.NonNull; +import org.joda.time.Instant; +import org.joda.time.ReadableDateTime; +import org.junit.jupiter.api.Test; + +/** Tests for {@link WithAppendedDetailsToRow} of {@link StageSummaryWithAppendedDetails}. */ +class StageSummaryWithAppendedDetailsTest + extends WithAppendedDetailsToRowTest { + @Override + WithAppendedDetailsToRow transform() { + return WithAppendedDetailsToRow.stageSummaryWithAppendedDetailsToRow(); + } + + @Override + Descriptors.Descriptor embeddedTypeDescriptor() { + return StageSummary.getDescriptor(); + } + + @Override + String embeddedTypeFieldName() { + return "stage_summary"; + } + + @Override + Function jobIdGetter() { + return StageSummaryWithAppendedDetails::getJobId; + } + + @Override + Function createTimeGetter() { + return StageSummaryWithAppendedDetails::getJobCreateTime; + } + + @Override + @NonNull + List<@NonNull StageSummaryWithAppendedDetails> input() { + StageSummaryWithAppendedDetails details = new StageSummaryWithAppendedDetails(); + details.setJobId("job_id_value"); + details.setJobCreateTime(Instant.ofEpochSecond(1000L)); + details.setStageSummary( + StageSummary.getDefaultInstance() + .toBuilder() + .setStageId("stage_id_a") + .addMetrics( + MetricUpdate.getDefaultInstance() + .toBuilder() + .setUpdateTime(Timestamp.newBuilder().setSeconds(10000L).build()) + .setScalar(Value.newBuilder().setNumberValue(1.23456)) + .build()) + .build()); + return ImmutableList.of(details); + } + + @Test + void stageSummary() { + + Schema stageSummarySchema = expectedEmbeddedSchema(); + + Pipeline pipeline = Pipeline.create(); + + PCollection input = pipeline.apply(Create.of(input())); + + RowConversionResult result = + input.apply(transform()); + + PAssert.thatSingleton(result.getFailure().apply("count errors", Count.globally())) + .isEqualTo(0L); + + PCollection stageSummary = + result + .getSuccess() + .apply( + "stage_summary", + MapElements.into(rows()) + .via(row -> checkStateNotNull(row.getRow(embeddedTypeFieldName())))) + .setRowSchema(stageSummarySchema); + + PAssert.thatSingleton(stageSummary.apply("count stage_summary", Count.globally())) + .isEqualTo(1L); + + stageSummary.apply( + "iterate stage_summary", + ParDo.of( + new DoFn() { + @ProcessElement + public void process(@Element Row row) { + String stageId = checkStateNotNull(row.getString("stage_id")); + assertEquals("stage_id_a", stageId); + Collection metrics = checkStateNotNull(row.getArray("metrics")); + assertEquals(1, metrics.size()); + Row metricsUpdate = checkStateNotNull(new ArrayList<>(metrics).get(0)); + ReadableDateTime timestamp = + checkStateNotNull(metricsUpdate.getDateTime("update_time")); + assertEquals(10000L, timestamp.getMillis() / 1000); + String scalar = checkStateNotNull(metricsUpdate.getString("scalar")); + assertEquals("1.23456", scalar); + } + })); + + pipeline.run(); + } +} diff --git a/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/conversions/WithAppendedDetailsToRowTest.java b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/conversions/WithAppendedDetailsToRowTest.java new file mode 100644 index 0000000000000..9898781b15e50 --- /dev/null +++ b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/conversions/WithAppendedDetailsToRowTest.java @@ -0,0 +1,153 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.conversions; + +import static org.apache.beam.sdk.util.Preconditions.checkStateNotNull; +import static org.apache.beam.sdk.values.TypeDescriptors.longs; +import static org.apache.beam.sdk.values.TypeDescriptors.strings; +import static org.apache.beam.testinfra.pipelines.conversions.WithAppendedDetailsToRow.JOB_CREATE_TIME; +import static org.apache.beam.testinfra.pipelines.conversions.WithAppendedDetailsToRow.JOB_ID_FIELD; +import static org.junit.jupiter.api.Assertions.assertEquals; + +import com.google.protobuf.Descriptors.Descriptor; +import com.google.protobuf.GeneratedMessageV3; +import java.io.Serializable; +import java.util.List; +import java.util.function.Function; +import java.util.stream.Collectors; +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.schemas.Schema; +import org.apache.beam.sdk.testing.PAssert; +import org.apache.beam.sdk.transforms.Count; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.MapElements; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.testinfra.pipelines.schemas.DescriptorSchemaRegistry; +import org.checkerframework.checker.nullness.qual.NonNull; +import org.joda.time.Instant; +import org.junit.jupiter.api.Test; + +/** Base class for testing {@link WithAppendedDetailsToRow} transforms. */ +abstract class WithAppendedDetailsToRowTest + implements Serializable { + + private static final DescriptorSchemaRegistry SCHEMA_REGISTRY = DescriptorSchemaRegistry.INSTANCE; + + abstract WithAppendedDetailsToRow transform(); + + abstract Descriptor embeddedTypeDescriptor(); + + abstract String embeddedTypeFieldName(); + + abstract Function jobIdGetter(); + + abstract Function createTimeGetter(); + + abstract @NonNull List<@NonNull AppendedDetailsT> input(); + + @Test + void emittedRowMatchesExpectedSchema() { + Pipeline pipeline = Pipeline.create(); + + PCollection input = pipeline.apply(Create.of(input())); + + RowConversionResult result = input.apply(transform()); + + PAssert.thatSingleton(result.getFailure().apply(Count.globally())).isEqualTo(0L); + + Schema actualSchema = result.getSuccess().getSchema(); + + assertEquals(expectedSchema(), actualSchema); + + pipeline.run(); + } + + @Test + void emittedRowsMatchesJobIds() { + Pipeline pipeline = Pipeline.create(); + + PCollection input = pipeline.apply(Create.of(input())); + + RowConversionResult result = input.apply(transform()); + + PAssert.thatSingleton(result.getFailure().apply(Count.globally())).isEqualTo(0L); + + List expectedJobIds = input().stream().map(jobIdGetter()).collect(Collectors.toList()); + + PAssert.that(jobIdsFrom(result)).containsInAnyOrder(expectedJobIds); + + pipeline.run(); + } + + @Test + void emittedRowsMatchesCreateTimes() { + Pipeline pipeline = Pipeline.create(); + + PCollection input = pipeline.apply(Create.of(input())); + + RowConversionResult result = input.apply(transform()); + + PAssert.thatSingleton(result.getFailure().apply(Count.globally())).isEqualTo(0L); + + List expectedCreateTimes = + input().stream() + .map(createTimeGetter()) + .map(Instant::getMillis) + .collect(Collectors.toList()); + + PAssert.that(createTimesFrom(result)).containsInAnyOrder(expectedCreateTimes); + + pipeline.run(); + } + + protected @NonNull Schema expectedEmbeddedSchema() { + return SCHEMA_REGISTRY.getOrBuild(embeddedTypeDescriptor()); + } + + private @NonNull Schema expectedSchema() { + Schema embeddedSchema = expectedEmbeddedSchema(); + return Schema.of( + JOB_ID_FIELD, + JOB_CREATE_TIME, + Schema.Field.of(embeddedTypeFieldName(), Schema.FieldType.row(embeddedSchema))); + } + + private PCollection jobIdsFrom( + RowConversionResult result) { + return result + .getSuccess() + .apply( + "get job ids", + MapElements.into(strings()) + .via(row -> checkStateNotNull(row).getString(JOB_ID_FIELD.getName()))); + } + + private PCollection createTimesFrom( + RowConversionResult result) { + return result + .getSuccess() + .apply( + "get create times", + MapElements.into(longs()) + .via( + row -> + checkStateNotNull(row) + .getLogicalTypeValue(JOB_CREATE_TIME.getName(), Instant.class) + .getMillis())); + } +} diff --git a/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/conversions/WorkerDetailsWithAppendedDetailsTest.java b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/conversions/WorkerDetailsWithAppendedDetailsTest.java new file mode 100644 index 0000000000000..bd0a900780aee --- /dev/null +++ b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/conversions/WorkerDetailsWithAppendedDetailsTest.java @@ -0,0 +1,153 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.conversions; + +import static org.apache.beam.sdk.util.Preconditions.checkStateNotNull; +import static org.apache.beam.sdk.values.TypeDescriptors.rows; +import static org.junit.jupiter.api.Assertions.assertEquals; + +import com.google.dataflow.v1beta3.MetricUpdate; +import com.google.dataflow.v1beta3.WorkItemDetails; +import com.google.dataflow.v1beta3.WorkerDetails; +import com.google.protobuf.Descriptors; +import com.google.protobuf.Timestamp; +import com.google.protobuf.Value; +import java.util.ArrayList; +import java.util.Collection; +import java.util.List; +import java.util.function.Function; +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.schemas.Schema; +import org.apache.beam.sdk.testing.PAssert; +import org.apache.beam.sdk.transforms.Count; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.MapElements; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.Row; +import org.apache.beam.testinfra.pipelines.dataflow.WorkerDetailsWithAppendedDetails; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableList; +import org.checkerframework.checker.nullness.qual.NonNull; +import org.joda.time.Instant; +import org.joda.time.ReadableDateTime; +import org.junit.jupiter.api.Test; + +/** Tests for {@link WithAppendedDetailsToRow} of {@link WorkerDetailsWithAppendedDetails}. */ +class WorkerDetailsWithAppendedDetailsTest + extends WithAppendedDetailsToRowTest { + + @Override + WithAppendedDetailsToRow transform() { + return WithAppendedDetailsToRow.workerDetailsWithAppendedDetailsToRow(); + } + + @Override + Descriptors.Descriptor embeddedTypeDescriptor() { + return WorkerDetails.getDescriptor(); + } + + @Override + String embeddedTypeFieldName() { + return "worker_details"; + } + + @Override + Function jobIdGetter() { + return WorkerDetailsWithAppendedDetails::getJobId; + } + + @Override + Function createTimeGetter() { + return WorkerDetailsWithAppendedDetails::getJobCreateTime; + } + + @Override + @NonNull + List<@NonNull WorkerDetailsWithAppendedDetails> input() { + WorkerDetailsWithAppendedDetails details = new WorkerDetailsWithAppendedDetails(); + details.setJobId("job_id_value"); + details.setJobCreateTime(Instant.ofEpochSecond(1000L)); + details.setWorkerDetails( + WorkerDetails.getDefaultInstance() + .toBuilder() + .setWorkerName("worker_name_value") + .addWorkItems( + WorkItemDetails.getDefaultInstance() + .toBuilder() + .addMetrics( + MetricUpdate.getDefaultInstance() + .toBuilder() + .setUpdateTime(Timestamp.newBuilder().setSeconds(10000L).build()) + .setScalar(Value.newBuilder().setNumberValue(1.23456)) + .build()) + .build()) + .build()); + return ImmutableList.of(details); + } + + @Test + void workerDetails() { + + Schema embeddedSchema = expectedEmbeddedSchema(); + + Pipeline pipeline = Pipeline.create(); + + PCollection input = pipeline.apply(Create.of(input())); + + RowConversionResult result = + input.apply(transform()); + + PAssert.thatSingleton(result.getFailure().apply("count errors", Count.globally())) + .isEqualTo(0L); + + PCollection workDetails = + result + .getSuccess() + .apply( + "work_details", + MapElements.into(rows()) + .via(row -> checkStateNotNull(row).getRow(embeddedTypeFieldName()))) + .setRowSchema(embeddedSchema); + + PAssert.thatSingleton(workDetails.apply("count work_details", Count.globally())).isEqualTo(1L); + + workDetails.apply( + "iterate work_details", + ParDo.of( + new DoFn() { + @ProcessElement + public void process(@Element Row row) { + String workerName = checkStateNotNull(row.getString("worker_name")); + assertEquals("worker_name_value", workerName); + Collection workItems = checkStateNotNull(row.getArray("work_items")); + assertEquals(1, workItems.size()); + Row workItem = checkStateNotNull(new ArrayList<>(workItems).get(0)); + Collection metrics = checkStateNotNull(workItem.getArray("metrics")); + Row metricsUpdate = checkStateNotNull(new ArrayList<>(metrics).get(0)); + ReadableDateTime timestamp = + checkStateNotNull(metricsUpdate.getDateTime("update_time")); + assertEquals(10000L, timestamp.getMillis() / 1000); + String scalar = checkStateNotNull(metricsUpdate.getString("scalar")); + assertEquals("1.23456", scalar); + } + })); + + pipeline.run(); + } +} diff --git a/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowFilterEventarcJobsTest.java b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowFilterEventarcJobsTest.java new file mode 100644 index 0000000000000..151e0f9fbd71c --- /dev/null +++ b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/dataflow/DataflowFilterEventarcJobsTest.java @@ -0,0 +1,145 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.dataflow; + +import static org.apache.beam.sdk.util.Preconditions.checkStateNotNull; +import static org.junit.jupiter.api.Assertions.assertEquals; + +import com.google.events.cloud.dataflow.v1beta3.Job; +import com.google.events.cloud.dataflow.v1beta3.JobState; +import com.google.events.cloud.dataflow.v1beta3.JobType; +import java.nio.file.Path; +import java.nio.file.Paths; +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.io.TextIO; +import org.apache.beam.sdk.testing.PAssert; +import org.apache.beam.sdk.transforms.Count; +import org.apache.beam.sdk.transforms.MapElements; +import org.apache.beam.sdk.transforms.WithFailures; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.TypeDescriptor; +import org.apache.beam.testinfra.pipelines.conversions.ConversionError; +import org.apache.beam.testinfra.pipelines.conversions.EventarcConversions; +import org.checkerframework.checker.nullness.qual.NonNull; +import org.junit.jupiter.api.Test; + +/** Tests for {@link DataflowFilterEventarcJobs}. */ +class DataflowFilterEventarcJobsTest { + + private static final String JSON_RESOURCE_PATH = "eventarc_data/job_state*.json"; + + @Test + void filterBatchJobTypeOnly_excludesStreamingJobs() { + Pipeline pipeline = Pipeline.create(); + + PCollection json = readJsonAndCheckNotEmpty(pipeline); + WithFailures.Result<@NonNull PCollection, ConversionError> jobs = + json.apply(EventarcConversions.fromJson()); + PCollection result = + jobs.output() + .apply( + DataflowFilterEventarcJobs.builder() + .setIncludeJobType(JobType.JOB_TYPE_BATCH) + .build()); + PAssert.that( + result.apply( + "get job type", + MapElements.into(TypeDescriptor.of(JobType.class)) + .via(job -> checkStateNotNull(job).getType()))) + .satisfies( + itr -> { + itr.forEach(jobType -> assertEquals(JobType.JOB_TYPE_BATCH, jobType)); + return null; + }); + + pipeline.run(); + } + + @Test + void filterBatchTerminatedOnly_includesDoneJobs() { + Pipeline pipeline = Pipeline.create(); + + PCollection json = readJsonAndCheckNotEmpty(pipeline); + WithFailures.Result<@NonNull PCollection, ConversionError> jobs = + json.apply(EventarcConversions.fromJson()); + PCollection result = + jobs.output() + .apply( + DataflowFilterEventarcJobs.builder() + .setIncludeJobType(JobType.JOB_TYPE_BATCH) + .terminatedOnly() + .build()); + + PAssert.thatSingleton( + result.apply( + "filter batch", + MapElements.into(TypeDescriptor.of(JobType.class)) + .via(job -> checkStateNotNull(job).getType()))) + .isEqualTo(JobType.JOB_TYPE_BATCH); + + PAssert.thatSingleton( + result.apply( + "filter done", + MapElements.into(TypeDescriptor.of(JobState.class)) + .via(job -> checkStateNotNull(job).getCurrentState()))) + .isEqualTo(JobState.JOB_STATE_DONE); + + pipeline.run(); + } + + @Test + void filterStreamTerminatedOnly_includesCanceledJobs() { + Pipeline pipeline = Pipeline.create(); + + PCollection json = readJsonAndCheckNotEmpty(pipeline); + WithFailures.Result<@NonNull PCollection, ConversionError> jobs = + json.apply(EventarcConversions.fromJson()); + PCollection result = + jobs.output() + .apply( + DataflowFilterEventarcJobs.builder() + .setIncludeJobType(JobType.JOB_TYPE_STREAMING) + .terminatedOnly() + .build()); + + PAssert.thatSingleton( + result.apply( + "get type", + MapElements.into(TypeDescriptor.of(JobType.class)) + .via(job -> checkStateNotNull(job).getType()))) + .isEqualTo(JobType.JOB_TYPE_STREAMING); + + PAssert.thatSingleton( + result.apply( + "get current state", + MapElements.into(TypeDescriptor.of(JobState.class)) + .via(job -> checkStateNotNull(job).getCurrentState()))) + .isEqualTo(JobState.JOB_STATE_CANCELLED); + + pipeline.run(); + } + + private static PCollection readJsonAndCheckNotEmpty(Pipeline pipeline) { + Path resourcePath = Paths.get("build", "resources", "test", JSON_RESOURCE_PATH); + PCollection json = + pipeline.apply(TextIO.read().from(resourcePath.toAbsolutePath().toString())); + PAssert.thatSingleton(json.apply(Count.globally())).notEqualTo(0L); + + return json; + } +} diff --git a/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/schemas/AbstractGeneratedMessageV3RowBuilderTest.java b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/schemas/AbstractGeneratedMessageV3RowBuilderTest.java new file mode 100644 index 0000000000000..eb7feacb0aef1 --- /dev/null +++ b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/schemas/AbstractGeneratedMessageV3RowBuilderTest.java @@ -0,0 +1,409 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.schemas; + +import static org.junit.jupiter.api.Assertions.assertEquals; +import static org.junit.jupiter.api.Assertions.assertNotNull; +import static org.junit.jupiter.api.Assertions.assertTrue; + +import com.google.dataflow.v1beta3.DisplayData; +import com.google.dataflow.v1beta3.ExecutionStageSummary.ComponentSource; +import com.google.dataflow.v1beta3.ExecutionStageSummary.ComponentTransform; +import com.google.dataflow.v1beta3.ExecutionStageSummary.StageSource; +import com.google.protobuf.Descriptors.Descriptor; +import com.google.protobuf.Descriptors.EnumDescriptor; +import com.google.protobuf.Descriptors.FieldDescriptor; +import com.google.protobuf.Descriptors.FieldDescriptor.JavaType; +import com.google.protobuf.Duration; +import com.google.protobuf.GeneratedMessageV3; +import com.google.protobuf.ListValue; +import com.google.protobuf.Message; +import com.google.protobuf.Struct; +import com.google.protobuf.Timestamp; +import com.google.protobuf.Value; +import java.util.ArrayList; +import java.util.Collection; +import java.util.HashMap; +import java.util.HashSet; +import java.util.List; +import java.util.Map; +import java.util.Set; +import java.util.stream.Collectors; +import org.apache.beam.sdk.values.Row; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableList; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableMap; +import org.apache.commons.lang3.tuple.Pair; +import org.checkerframework.checker.nullness.qual.NonNull; +import org.joda.time.ReadableDateTime; +import org.junit.jupiter.api.Test; + +/** Base class for {@link GeneratedMessageV3RowBuilder} based tests of various types. */ +abstract class AbstractGeneratedMessageV3RowBuilderTest { + private static final Map<@NonNull String, GeneratedMessageV3> DEFAULT_INSTANCE_MAP = + ImmutableMap.<@NonNull String, GeneratedMessageV3>builder() + .put(StageSource.getDescriptor().getFullName(), StageSource.getDefaultInstance()) + .put( + ComponentTransform.getDescriptor().getFullName(), + ComponentTransform.getDefaultInstance()) + .put(ComponentSource.getDescriptor().getFullName(), ComponentSource.getDefaultInstance()) + .build(); + + protected abstract @NonNull Descriptor getDescriptorForType(); + + protected abstract @NonNull T getDefaultInstance(); + + protected abstract @NonNull Class getDefaultInstanceClass(); + + protected abstract @NonNull Set<@NonNull String> getStringFields(); + + protected abstract @NonNull Set<@NonNull String> getStringArrayFields(); + + protected abstract @NonNull Set<@NonNull String> getBooleanFields(); + + protected abstract @NonNull Set<@NonNull String> getStructFields(); + + protected abstract @NonNull Set<@NonNull String> getEnumFields(); + + protected abstract @NonNull Set<@NonNull String> getDisplayDataFields(); + + protected abstract @NonNull Set<@NonNull String> getRepeatedMessageFields(); + + @Test + void defaultInstance() { + GeneratedMessageV3RowBuilder builder = builderOf(getDefaultInstance()); + Row row = builder.build(); + assertNotNull(row); + assertEquals( + getDescriptorForType().getFields().stream() + .map(FieldDescriptor::getName) + .collect(Collectors.toSet()), + new HashSet<>(row.getSchema().getFieldNames())); + } + + @Test + void strings() { + Descriptor descriptor = getDescriptorForType(); + for (String fieldName : getStringFields()) { + FieldDescriptor field = descriptor.findFieldByName(fieldName); + assertNotNull(field); + String value = fieldName + "_value"; + Message message = getDefaultInstance().toBuilder().setField(field, value).build(); + T source = cast(message); + Row row = builderOf(source).build(); + assertRowValueEquals(row, fieldName, value); + } + } + + @Test + void booleans() { + Descriptor descriptor = getDescriptorForType(); + for (String fieldName : getBooleanFields()) { + FieldDescriptor field = descriptor.findFieldByName(fieldName); + assertNotNull(field); + Boolean value = true; + Message message = getDefaultInstance().toBuilder().setField(field, value).build(); + T source = cast(message); + Row row = builderOf(source).build(); + assertRowValueEquals(row, fieldName, value); + } + } + + @Test + void stringArrays() { + Descriptor descriptor = getDescriptorForType(); + for (String fieldName : getStringArrayFields()) { + FieldDescriptor field = descriptor.findFieldByName(fieldName); + assertNotNull(field); + + for (int n = 0; n < 3; n++) { + Message.Builder messageBuilder = getDefaultInstance().toBuilder(); + List expected = new ArrayList<>(); + for (int i = 0; i < n; i++) { + String value = String.format("%s_%s_value", fieldName, i); + expected.add(value); + messageBuilder.addRepeatedField(field, value); + } + Message message = messageBuilder.build(); + T source = cast(message); + Row row = builderOf(source).build(); + assertRowRepeatedValueEquals(row, fieldName, expected); + } + } + } + + @Test + void structs() { + Descriptor descriptor = getDescriptorForType(); + for (String fieldName : getStructFields()) { + Row defaultRow = builderOf(getDefaultInstance()).build(); + Row defaultStruct = defaultRow.getRow(fieldName); + assertNotNull(defaultStruct); + Collection defaultFields = defaultStruct.getArray("fields"); + assertNotNull(defaultFields); + assertTrue(defaultFields.isEmpty()); + + FieldDescriptor fieldDescriptor = descriptor.findFieldByName(fieldName); + assertNotNull(fieldDescriptor); + Message message = + getDefaultInstance().toBuilder().setField(fieldDescriptor, structOfAllTypes()).build(); + T source = cast(message); + Row row = builderOf(source).build(); + assertNotNull(row); + Row struct = row.getRow(fieldName); + assertNotNull(struct); + Collection fields = struct.getArray("fields"); + assertNotNull(fields); + Map<@NonNull String, @NonNull Object> expectedFields = + ImmutableMap.of( + "struct", + "{\"bool\":true,\"string\":\"string_value\",\"number\":1.234567,\"list\":[true,\"string_value\",1.234567]}"); + Map<@NonNull String, @NonNull Object> actualFields = new HashMap<>(); + for (Row field : fields) { + String key = field.getString("key"); + assertNotNull(key); + Object value = field.getValue("value"); + assertNotNull(value); + actualFields.put(key, value); + } + assertEquals(expectedFields, actualFields); + } + } + + @Test + void enums() { + Descriptor descriptor = getDescriptorForType(); + for (String fieldName : getEnumFields()) { + Row defaultRow = builderOf(getDefaultInstance()).build(); + assertNotNull(defaultRow); + FieldDescriptor fieldDescriptor = descriptor.findFieldByName(fieldName); + assertNotNull(fieldDescriptor); + assertEquals(JavaType.ENUM, fieldDescriptor.getJavaType()); + EnumDescriptor enumDescriptor = fieldDescriptor.getEnumType(); + String defaultEnum = defaultRow.getString(fieldName); + assertEquals(enumDescriptor.findValueByNumber(0).getName(), defaultEnum); + + Message message = + getDefaultInstance() + .toBuilder() + .setField(fieldDescriptor, enumDescriptor.findValueByNumber(1)) + .build(); + T source = cast(message); + Row row = builderOf(source).build(); + assertNotNull(row); + assertEquals(enumDescriptor.findValueByNumber(1).getName(), row.getString(fieldName)); + } + } + + @Test + void displayData() { + Descriptor descriptor = getDescriptorForType(); + for (String fieldName : getDisplayDataFields()) { + FieldDescriptor fieldDescriptor = descriptor.findFieldByName(fieldName); + assertNotNull(fieldDescriptor); + + T defaultInstance = getDefaultInstance(); + Row defaultRow = builderOf(defaultInstance).build(); + assertNotNull(defaultRow); + Collection defaultCollection = defaultRow.getArray(fieldName); + assertNotNull(defaultCollection); + assertTrue(defaultCollection.isEmpty()); + + Map expected = new HashMap<>(); + for (DisplayData data : displayDataOf()) { + expected.put(data.getKey(), data); + } + + Message message = + getDefaultInstance().toBuilder().setField(fieldDescriptor, displayDataOf()).build(); + + T instance = cast(message); + + Row row = builderOf(instance).build(); + assertNotNull(row); + Collection displayData = row.getArray(fieldName); + assertNotNull(displayData); + assertEquals(expected.size(), displayData.size()); + for (Row actual : displayData) { + String key = actual.getString("key"); + assertNotNull(key); + DisplayData expectedData = expected.get(key); + assertNotNull(expectedData); + assertEquals(expectedData.getNamespace(), actual.getString("namespace")); + assertEquals(expectedData.getShortStrValue(), actual.getString("short_str_value")); + assertEquals(expectedData.getUrl(), actual.getString("url")); + assertEquals(expectedData.getLabel(), actual.getString("label")); + assertEquals(expectedData.getBoolValue(), actual.getBoolean("bool_value")); + assertEquals(expectedData.getInt64Value(), actual.getInt64("int64_value")); + assertEquals(expectedData.getFloatValue(), actual.getFloat("float_value")); + assertEquals(expectedData.getJavaClassValue(), actual.getString("java_class_value")); + if (expectedData.hasTimestampValue()) { + Timestamp expectedTimestamp = expectedData.getTimestampValue(); + ReadableDateTime actualTimestamp = actual.getDateTime("timestamp_value"); + assertNotNull(actualTimestamp); + assertEquals(expectedTimestamp.getSeconds() * 1000, actualTimestamp.getMillis()); + } + } + } + } + + @Test + void repeatedMessages() { + Descriptor descriptor = getDescriptorForType(); + for (String fieldName : getRepeatedMessageFields()) { + FieldDescriptor fieldDescriptor = descriptor.findFieldByName(fieldName); + assertNotNull(fieldDescriptor); + + Row defaultRow = builderOf(getDefaultInstance()).build(); + assertNotNull(defaultRow); + Collection defaultcollection = defaultRow.getArray(fieldName); + assertNotNull(defaultcollection); + + GeneratedMessageV3 member = + DEFAULT_INSTANCE_MAP.get(fieldDescriptor.getMessageType().getFullName()); + assertNotNull(member); + + Message message = + getDefaultInstance().toBuilder().addRepeatedField(fieldDescriptor, member).build(); + + T instance = cast(message); + Row row = builderOf(instance).build(); + assertNotNull(row); + Collection collection = row.getArray(fieldName); + assertNotNull(collection); + assertEquals(1, collection.size()); + Set actualFieldNames = + new HashSet<>(new ArrayList<>(collection).get(0).getSchema().getFieldNames()); + Set expectedFieldNames = + fieldDescriptor.getMessageType().getFields().stream() + .map(FieldDescriptor::getName) + .collect(Collectors.toSet()); + assertEquals(expectedFieldNames, actualFieldNames); + } + } + + private static void assertRowValueEquals(Row source, String fieldName, ValueT expected) { + Object value = source.getValue(fieldName); + assertEquals(value, expected); + } + + private static void assertRowRepeatedValueEquals( + Row source, String fieldName, List expected) { + Collection value = source.getArray(fieldName); + assertEquals(value, expected); + } + + protected GeneratedMessageV3RowBuilder builderOf(@NonNull T instance) { + if (DescriptorSchemaRegistry.INSTANCE.hasNoCachedBuild(getDescriptorForType())) { + DescriptorSchemaRegistry.INSTANCE.build(getDescriptorForType()); + } + return new GeneratedMessageV3RowBuilder<>(instance); + } + + static Struct structOfAllTypes() { + Value boolV = Value.newBuilder().setBoolValue(true).build(); + Value stringV = Value.newBuilder().setStringValue("string_value").build(); + Value numberV = Value.newBuilder().setNumberValue(1.234567).build(); + Value listV = + Value.newBuilder() + .setListValue( + ListValue.getDefaultInstance() + .toBuilder() + .addValues(boolV) + .addValues(stringV) + .addValues(numberV) + .build()) + .build(); + Struct base = + structOf( + Pair.of("bool", boolV), + Pair.of("string", stringV), + Pair.of("number", numberV), + Pair.of("list", listV)); + + Value baseStruct = Value.newBuilder().setStructValue(base).build(); + + return structOf(Pair.of("struct", baseStruct)); + } + + static Struct structOf(Pair... pairs) { + Struct.Builder builder = Struct.newBuilder(); + for (Pair pair : pairs) { + builder.putFields(pair.getKey(), pair.getValue()); + } + return builder.build(); + } + + static List displayDataOf() { + return ImmutableList.of( + withBoolean(true), + withString("display_string"), + withInt64(1000L), + withFloat(2f), + withJavaClass("com.example.JavaBean"), + withTimestamp(Timestamp.getDefaultInstance().toBuilder().setSeconds(1000L).build()), + withDuration(Duration.getDefaultInstance().toBuilder().setSeconds(10L).build())); + } + + static DisplayData emptyDisplayData() { + return DisplayData.getDefaultInstance(); + } + + static DisplayData withoutValue() { + return DisplayData.getDefaultInstance() + .toBuilder() + .setKey("empty") + .setNamespace("namespace_") + .setUrl("https://example.com") + .setLabel("label_") + .setShortStrValue("short_str_value_") + .build(); + } + + static DisplayData withBoolean(boolean value) { + return withoutValue().toBuilder().setKey("boolean").setBoolValue(value).build(); + } + + static DisplayData withString(String value) { + return withoutValue().toBuilder().setKey("string").setStrValue(value).build(); + } + + static DisplayData withInt64(long value) { + return withoutValue().toBuilder().setKey("long").setInt64Value(value).build(); + } + + static DisplayData withFloat(float value) { + return withoutValue().toBuilder().setKey("float").setFloatValue(value).build(); + } + + static DisplayData withJavaClass(String value) { + return withoutValue().toBuilder().setKey("javaClass").setJavaClassValue(value).build(); + } + + static DisplayData withTimestamp(Timestamp value) { + return withoutValue().toBuilder().setKey("timestamp").setTimestampValue(value).build(); + } + + static DisplayData withDuration(Duration value) { + return withoutValue().toBuilder().setKey("duration").setDurationValue(value).build(); + } + + private T cast(Message message) { + assertTrue(getDefaultInstanceClass().isInstance(message)); + return getDefaultInstanceClass().cast(message); + } +} diff --git a/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/schemas/DependencyDrivenDescriptorQueueTest.java b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/schemas/DependencyDrivenDescriptorQueueTest.java new file mode 100644 index 0000000000000..c047a0b7271bf --- /dev/null +++ b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/schemas/DependencyDrivenDescriptorQueueTest.java @@ -0,0 +1,56 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.schemas; + +import static org.junit.jupiter.api.Assertions.assertFalse; +import static org.junit.jupiter.api.Assertions.assertTrue; + +import com.google.dataflow.v1beta3.Job; +import com.google.protobuf.Descriptors.Descriptor; +import com.google.protobuf.Descriptors.FieldDescriptor.JavaType; +import java.util.Iterator; +import org.junit.jupiter.api.Test; + +/** Tests for {@link DependencyDrivenDescriptorQueue}. */ +class DependencyDrivenDescriptorQueueTest { + @Test + void iterator_Job_isInDependencyOrder() { + DependencyDrivenDescriptorQueue queue = new DependencyDrivenDescriptorQueue(); + queue.enqueue(Job.getDescriptor()); + Iterator itr = queue.iterator(); + Descriptor previous = itr.next(); + int previousMessageCount = messageCount(previous); + assertTrue(itr.hasNext()); + while (itr.hasNext()) { + Descriptor current = itr.next(); + int currentMessageCount = messageCount(current); + assertTrue(previousMessageCount <= currentMessageCount); + boolean previousDependsOnCurrent = + previous.getFields().stream() + .anyMatch(field -> field.getFullName().equals(current.getFullName())); + assertFalse(previousDependsOnCurrent); + } + } + + private static int messageCount(Descriptor descriptor) { + return (int) + descriptor.getFields().stream() + .filter(field -> field.getJavaType().equals(JavaType.MESSAGE)) + .count(); + } +} diff --git a/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/schemas/DescriptorSchemaRegistryTest.java b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/schemas/DescriptorSchemaRegistryTest.java new file mode 100644 index 0000000000000..afa650a33cf1f --- /dev/null +++ b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/schemas/DescriptorSchemaRegistryTest.java @@ -0,0 +1,79 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.schemas; + +import static org.junit.jupiter.api.Assertions.assertEquals; + +import com.google.dataflow.v1beta3.Job; +import org.apache.beam.sdk.schemas.Schema; +import org.apache.beam.sdk.schemas.Schema.FieldType; +import org.junit.jupiter.api.BeforeAll; +import org.junit.jupiter.api.Test; + +/** Tests for {@link DescriptorSchemaRegistry}. */ +class DescriptorSchemaRegistryTest { + + private static final DescriptorSchemaRegistry REGISTRY = DescriptorSchemaRegistry.INSTANCE; + + @BeforeAll + public static void setup() { + REGISTRY.build(Job.getDescriptor()); + } + + @Test + void build_Job() { + Schema mapSchema = + Schema.of( + Schema.Field.of("key", FieldType.STRING), Schema.Field.of("value", FieldType.STRING)); + Schema schema = REGISTRY.getOrBuild(Job.getDescriptor()); + assertEquals(Schema.Field.of("id", FieldType.STRING), schema.getField("id")); + assertEquals(Schema.Field.of("type", FieldType.STRING), schema.getField("type")); + assertEquals( + Schema.Field.of("create_time", FieldType.DATETIME), schema.getField("create_time")); + assertEquals( + Schema.Field.of( + "steps", + FieldType.array( + FieldType.row( + Schema.of( + Schema.Field.of("kind", FieldType.STRING), + Schema.Field.of("name", FieldType.STRING), + Schema.Field.of( + "properties", + FieldType.row( + Schema.of( + Schema.Field.of( + "fields", FieldType.array(FieldType.row(mapSchema)))))))))), + schema.getField("steps")); + assertEquals( + Schema.Field.of("transform_name_mapping", FieldType.array(FieldType.row(mapSchema))), + schema.getField("transform_name_mapping")); + assertEquals( + Schema.Field.of( + "stage_states", + FieldType.array( + FieldType.row( + Schema.of( + Schema.Field.of("execution_stage_name", FieldType.STRING), + Schema.Field.of("execution_stage_state", FieldType.STRING), + Schema.Field.of("current_state_time", FieldType.DATETIME))))), + schema.getField("stage_states")); + assertEquals( + Schema.Field.of("satisfies_pzs", FieldType.BOOLEAN), schema.getField("satisfies_pzs")); + } +} diff --git a/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/schemas/EnvironmentRowBuilderTest.java b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/schemas/EnvironmentRowBuilderTest.java new file mode 100644 index 0000000000000..001b07fcc75e8 --- /dev/null +++ b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/schemas/EnvironmentRowBuilderTest.java @@ -0,0 +1,140 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.schemas; + +import static org.junit.jupiter.api.Assertions.assertEquals; +import static org.junit.jupiter.api.Assertions.assertNotNull; +import static org.junit.jupiter.api.Assertions.assertTrue; + +import com.google.dataflow.v1beta3.DebugOptions; +import com.google.dataflow.v1beta3.Environment; +import com.google.dataflow.v1beta3.WorkerPool; +import com.google.protobuf.Descriptors.Descriptor; +import java.util.Collection; +import java.util.Collections; +import java.util.Set; +import org.apache.beam.sdk.values.Row; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableSet; +import org.checkerframework.checker.nullness.qual.NonNull; +import org.junit.jupiter.api.Test; + +/** + * Tests for converting an {@link Environment} to a {@link Row} using {@link + * GeneratedMessageV3RowBuilder}. + */ +class EnvironmentRowBuilderTest extends AbstractGeneratedMessageV3RowBuilderTest { + + @Override + protected @NonNull Descriptor getDescriptorForType() { + return Environment.getDescriptor(); + } + + @Override + protected @NonNull Environment getDefaultInstance() { + return Environment.getDefaultInstance(); + } + + @Override + protected @NonNull Class getDefaultInstanceClass() { + return Environment.class; + } + + @Override + protected @NonNull Set<@NonNull String> getStringFields() { + return ImmutableSet.of( + "temp_storage_prefix", + "cluster_manager_api_service", + "service_kms_key_name", + "dataset", + "service_account_email", + "worker_region", + "worker_zone"); + } + + @Override + protected @NonNull Set<@NonNull String> getStringArrayFields() { + return ImmutableSet.of("experiments", "service_options"); + } + + @Override + protected @NonNull Set<@NonNull String> getBooleanFields() { + return Collections.emptySet(); + } + + @Override + protected @NonNull Set<@NonNull String> getStructFields() { + return ImmutableSet.of("user_agent", "version", "sdk_pipeline_options"); + } + + @Override + protected @NonNull Set<@NonNull String> getEnumFields() { + return ImmutableSet.of("flex_resource_scheduling_goal", "shuffle_mode"); + } + + @Override + protected @NonNull Set<@NonNull String> getDisplayDataFields() { + return ImmutableSet.of(); + } + + @Override + protected @NonNull Set<@NonNull String> getRepeatedMessageFields() { + return ImmutableSet.of(); + } + + @Test + void workerPools() { + String fieldName = "worker_pools"; + Environment defaultInstance = getDefaultInstance(); + Row defaultRow = builderOf(defaultInstance).build(); + assertNotNull(defaultRow); + Collection defaultCollection = defaultRow.getArray(fieldName); + assertNotNull(defaultCollection); + assertTrue(defaultCollection.isEmpty()); + + Environment instance = + getDefaultInstance().toBuilder().addWorkerPools(WorkerPool.getDefaultInstance()).build(); + Row row = builderOf(instance).build(); + Collection collection = row.getArray(fieldName); + assertNotNull(collection); + assertEquals(1, collection.size()); + } + + @Test + void debugOptions() { + String fieldName = "debug_options"; + Environment defaultInstance = getDefaultInstance(); + Row defaultRow = builderOf(defaultInstance).build(); + assertNotNull(defaultRow); + Row defaultDebugOptions = defaultRow.getRow(fieldName); + assertNotNull(defaultDebugOptions); + assertTrue(defaultDebugOptions.getSchema().hasField("enable_hot_key_logging")); + assertEquals(false, defaultDebugOptions.getBoolean("enable_hot_key_logging")); + + Environment instance = + getDefaultInstance() + .toBuilder() + .setDebugOptions( + DebugOptions.getDefaultInstance().toBuilder().setEnableHotKeyLogging(true).build()) + .build(); + Row row = builderOf(instance).build(); + assertNotNull(row); + Row debugOptions = row.getRow(fieldName); + assertNotNull(debugOptions); + assertEquals(true, debugOptions.getBoolean("enable_hot_key_logging")); + } +} diff --git a/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/schemas/ExecutionStageSummaryTest.java b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/schemas/ExecutionStageSummaryTest.java new file mode 100644 index 0000000000000..16830e17180c0 --- /dev/null +++ b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/schemas/ExecutionStageSummaryTest.java @@ -0,0 +1,84 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.schemas; + +import com.google.dataflow.v1beta3.ExecutionStageSummary; +import com.google.protobuf.Descriptors.Descriptor; +import java.util.Set; +import org.apache.beam.sdk.values.Row; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableSet; +import org.checkerframework.checker.nullness.qual.NonNull; + +/** + * Tests for converting an {@link ExecutionStageSummary} to a {@link Row} using {@link + * GeneratedMessageV3RowBuilder}. + */ +class ExecutionStageSummaryTest + extends AbstractGeneratedMessageV3RowBuilderTest { + + @Override + protected @NonNull Descriptor getDescriptorForType() { + return ExecutionStageSummary.getDescriptor(); + } + + @Override + protected @NonNull ExecutionStageSummary getDefaultInstance() { + return ExecutionStageSummary.getDefaultInstance(); + } + + @Override + protected @NonNull Class getDefaultInstanceClass() { + return ExecutionStageSummary.class; + } + + @Override + protected @NonNull Set<@NonNull String> getStringFields() { + return ImmutableSet.of("name", "id"); + } + + @Override + protected @NonNull Set<@NonNull String> getStringArrayFields() { + return ImmutableSet.of("prerequisite_stage"); + } + + @Override + protected @NonNull Set<@NonNull String> getBooleanFields() { + return ImmutableSet.of(); + } + + @Override + protected @NonNull Set<@NonNull String> getStructFields() { + return ImmutableSet.of(); + } + + @Override + protected @NonNull Set<@NonNull String> getEnumFields() { + return ImmutableSet.of("kind"); + } + + @Override + protected @NonNull Set<@NonNull String> getDisplayDataFields() { + return ImmutableSet.of(); + } + + @Override + protected @NonNull Set<@NonNull String> getRepeatedMessageFields() { + return ImmutableSet.of( + "input_source", "output_source", "component_transform", "component_source"); + } +} diff --git a/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/schemas/TransformSummaryRowBuilderTest.java b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/schemas/TransformSummaryRowBuilderTest.java new file mode 100644 index 0000000000000..b07700c18ceed --- /dev/null +++ b/.test-infra/pipelines/src/test/java/org/apache/beam/testinfra/pipelines/schemas/TransformSummaryRowBuilderTest.java @@ -0,0 +1,83 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.testinfra.pipelines.schemas; + +import com.google.dataflow.v1beta3.TransformSummary; +import com.google.protobuf.Descriptors.Descriptor; +import java.util.Set; +import org.apache.beam.sdk.values.Row; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableSet; +import org.checkerframework.checker.nullness.qual.NonNull; + +/** + * Tests for converting a {@link TransformSummary} to a {@link Row} using {@link + * GeneratedMessageV3RowBuilder}. + */ +class TransformSummaryRowBuilderTest + extends AbstractGeneratedMessageV3RowBuilderTest { + + @Override + protected @NonNull Descriptor getDescriptorForType() { + return TransformSummary.getDescriptor(); + } + + @Override + protected @NonNull TransformSummary getDefaultInstance() { + return TransformSummary.getDefaultInstance(); + } + + @Override + protected @NonNull Class getDefaultInstanceClass() { + return TransformSummary.class; + } + + @Override + protected @NonNull Set<@NonNull String> getStringFields() { + return ImmutableSet.of("id", "name"); + } + + @Override + protected @NonNull Set<@NonNull String> getStringArrayFields() { + return ImmutableSet.of("output_collection_name", "input_collection_name"); + } + + @Override + protected @NonNull Set<@NonNull String> getBooleanFields() { + return ImmutableSet.of(); + } + + @Override + protected @NonNull Set<@NonNull String> getStructFields() { + return ImmutableSet.of(); + } + + @Override + protected @NonNull Set<@NonNull String> getEnumFields() { + return ImmutableSet.of("kind"); + } + + @Override + protected @NonNull Set<@NonNull String> getDisplayDataFields() { + return ImmutableSet.of("display_data"); + } + + @Override + protected @NonNull Set<@NonNull String> getRepeatedMessageFields() { + return ImmutableSet.of(); + } +} diff --git a/.test-infra/pipelines/src/test/resources/eventarc_data/has_extra_data_payload_foo_property.json b/.test-infra/pipelines/src/test/resources/eventarc_data/has_extra_data_payload_foo_property.json new file mode 100644 index 0000000000000..6e41df872ce60 --- /dev/null +++ b/.test-infra/pipelines/src/test/resources/eventarc_data/has_extra_data_payload_foo_property.json @@ -0,0 +1 @@ +{"data": {"@type": "type.googleapis.com/google.events.cloud.dataflow.v1beta3.JobEventData", "payload": {"foo": "bar", "createTime": "2023-05-09T20:23:51.386359Z", "currentState": "JOB_STATE_CANCELLED", "currentStateTime": "2023-05-09T20:37:51.386412Z", "environment": {"userAgent": {"container.base_repository": "gcr.io/cloud-dataflow/v1beta3", "fnapi.container.version": "2.46.0", "fnapi.environment.major.version": "8", "java.vendor": "Oracle Corporation", "java.version": "11.0.9", "legacy.container.version": "2.46.0", "legacy.environment.major.version": "8", "name": "Apache Beam SDK for Java", "os.arch": "amd64", "os.name": "Linux", "os.version": "5.10.147+", "version": "2.46.0"}, "version": {"job_type": "STREAMING", "major": "8"}}, "id": "2023-05-09_13_23_50-11065941757886660214", "jobMetadata": {"sdkVersion": {"sdkSupportStatus": "SUPPORTED", "version": "2.46.0", "versionDisplayName": "Apache Beam SDK for Java"}}, "labels": {"goog-dataflow-provided-template-name": "cloud_pubsub_to_gcs_text_flex", "goog-dataflow-provided-template-type": "flex", "goog-dataflow-provided-template-version": "2023-04-25-00_rc00"}, "location": "us-central1", "name": "pubsub-to-gcs", "projectId": "temp-aac6645f", "startTime": "2023-05-09T20:23:51.386359Z", "type": "JOB_TYPE_STREAMING"}}, "datacontenttype": "application/json; charset=utf-8", "dataschema": "https://googleapis.github.io/google-cloudevents/proto/google/events/cloud/dataflow/v1beta3/data.proto#JobEventData", "id": "54464e9920f90a134a807b3668768aa", "job": "pubsub-to-gcs", "location": "us-central1", "project": "641223881136", "source": "//dataflow.googleapis.com/projects/temp-aac6645f/locations/us-central1", "specversion": "1.0", "subject": "jobs/pubsub-to-gcs", "time": "2023-05-09T20:37:51.386412Z", "type": "google.cloud.dataflow.job.v1beta3.statusChanged"} \ No newline at end of file diff --git a/.test-infra/pipelines/src/test/resources/eventarc_data/job_state_canceled_streaming.json b/.test-infra/pipelines/src/test/resources/eventarc_data/job_state_canceled_streaming.json new file mode 100644 index 0000000000000..55d8ada3c2a66 --- /dev/null +++ b/.test-infra/pipelines/src/test/resources/eventarc_data/job_state_canceled_streaming.json @@ -0,0 +1 @@ +{"data": {"@type": "type.googleapis.com/google.events.cloud.dataflow.v1beta3.JobEventData", "payload": {"createTime": "2023-05-09T20:23:51.386359Z", "currentState": "JOB_STATE_CANCELLED", "currentStateTime": "2023-05-09T20:37:51.386412Z", "environment": {"userAgent": {"container.base_repository": "gcr.io/cloud-dataflow/v1beta3", "fnapi.container.version": "2.46.0", "fnapi.environment.major.version": "8", "java.vendor": "Oracle Corporation", "java.version": "11.0.9", "legacy.container.version": "2.46.0", "legacy.environment.major.version": "8", "name": "Apache Beam SDK for Java", "os.arch": "amd64", "os.name": "Linux", "os.version": "5.10.147+", "version": "2.46.0"}, "version": {"job_type": "STREAMING", "major": "8"}}, "id": "2023-05-09_13_23_50-11065941757886660214", "jobMetadata": {"sdkVersion": {"sdkSupportStatus": "SUPPORTED", "version": "2.46.0", "versionDisplayName": "Apache Beam SDK for Java"}}, "labels": {"goog-dataflow-provided-template-name": "cloud_pubsub_to_gcs_text_flex", "goog-dataflow-provided-template-type": "flex", "goog-dataflow-provided-template-version": "2023-04-25-00_rc00"}, "location": "us-central1", "name": "pubsub-to-gcs", "projectId": "temp-aac6645f", "startTime": "2023-05-09T20:23:51.386359Z", "type": "JOB_TYPE_STREAMING"}}, "datacontenttype": "application/json; 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charset=utf-8", "dataschema": "https://googleapis.github.io/google-cloudevents/proto/google/events/cloud/dataflow/v1beta3/data.proto#JobEventData", "id": "d97207126d9202dabe3101eada03b32c", "job": "pubsub-to-gcs", "location": "us-central1", "project": "641223881136", "source": "//dataflow.googleapis.com/projects/temp-aac6645f/locations/us-central1", "specversion": "1.0", "subject": "jobs/pubsub-to-gcs", "time": "2023-05-09T20:23:51.386359Z", "type": "google.cloud.dataflow.job.v1beta3.statusChanged"} \ No newline at end of file diff --git a/.test-infra/pipelines/src/test/resources/eventarc_data/job_state_running_batch.json b/.test-infra/pipelines/src/test/resources/eventarc_data/job_state_running_batch.json new file mode 100644 index 0000000000000..8f2780bed5761 --- /dev/null +++ b/.test-infra/pipelines/src/test/resources/eventarc_data/job_state_running_batch.json @@ -0,0 +1 @@ +{"data": {"@type": "type.googleapis.com/google.events.cloud.dataflow.v1beta3.JobEventData", "payload": {"createTime": "2023-05-09T20:39:13.690602Z", "currentState": "JOB_STATE_RUNNING", "currentStateTime": "2023-05-09T20:39:17.928139Z", "environment": {"shuffleMode": "SERVICE_BASED", "userAgent": {"container.base_repository": "gcr.io/cloud-dataflow/v1beta3", "fnapi.container.version": "2.46.0", "fnapi.environment.major.version": "8", "java.vendor": "Google Inc.", "java.version": "11.0.15", "legacy.container.version": "2.46.0", "legacy.environment.major.version": "8", "name": "Apache Beam SDK for Java", "os.arch": "amd64", "os.name": "Linux", "os.version": "4.15.0-smp-928.26.0.0", "version": "2.46.0"}, "version": {"job_type": "JAVA_BATCH_AUTOSCALING", "major": "8"}}, "id": "2023-05-09_13_39_13-18226864771788319755", "jobMetadata": {"sdkVersion": {"sdkSupportStatus": "SUPPORTED", "version": "2.46.0", "versionDisplayName": "Apache Beam SDK for Java"}}, "labels": {"goog-dataflow-provided-template-name": "word_count", "goog-dataflow-provided-template-type": "legacy", "goog-dataflow-provided-template-version": "2023-04-25-00_rc00"}, "location": "us-central1", "name": "wordcount", "projectId": "temp-aac6645f", "startTime": "2023-05-09T20:39:13.690602Z", "type": "JOB_TYPE_BATCH"}}, "datacontenttype": "application/json; charset=utf-8", "dataschema": "https://googleapis.github.io/google-cloudevents/proto/google/events/cloud/dataflow/v1beta3/data.proto#JobEventData", "id": "ca694e08aabb07465926af232904a941", "job": "wordcount", "location": "us-central1", "project": "641223881136", "source": "//dataflow.googleapis.com/projects/temp-aac6645f/locations/us-central1", "specversion": "1.0", "subject": "jobs/wordcount", "time": "2023-05-09T20:39:17.928139Z", "type": "google.cloud.dataflow.job.v1beta3.statusChanged"} \ No newline at end of file diff --git a/.test-infra/pipelines/src/test/resources/eventarc_data/job_state_running_streaming.json b/.test-infra/pipelines/src/test/resources/eventarc_data/job_state_running_streaming.json new file mode 100644 index 0000000000000..42075dcfbd453 --- /dev/null +++ b/.test-infra/pipelines/src/test/resources/eventarc_data/job_state_running_streaming.json @@ -0,0 +1 @@ +{"data": {"@type": "type.googleapis.com/google.events.cloud.dataflow.v1beta3.JobEventData", "payload": {"createTime": "2023-05-09T20:23:51.386359Z", "currentState": "JOB_STATE_RUNNING", "currentStateTime": "2023-05-09T20:26:05.500274Z", "environment": {"userAgent": {"container.base_repository": "gcr.io/cloud-dataflow/v1beta3", "fnapi.container.version": "2.46.0", "fnapi.environment.major.version": "8", "java.vendor": "Oracle Corporation", "java.version": "11.0.9", "legacy.container.version": "2.46.0", "legacy.environment.major.version": "8", "name": "Apache Beam SDK for Java", "os.arch": "amd64", "os.name": "Linux", "os.version": "5.10.147+", "version": "2.46.0"}, "version": {"job_type": "STREAMING", "major": "8"}}, "id": "2023-05-09_13_23_50-11065941757886660214", "jobMetadata": {"sdkVersion": {"sdkSupportStatus": "SUPPORTED", "version": "2.46.0", "versionDisplayName": "Apache Beam SDK for Java"}}, "labels": {"goog-dataflow-provided-template-name": "cloud_pubsub_to_gcs_text_flex", "goog-dataflow-provided-template-type": "flex", "goog-dataflow-provided-template-version": "2023-04-25-00_rc00"}, "location": "us-central1", "name": "pubsub-to-gcs", "projectId": "temp-aac6645f", "startTime": "2023-05-09T20:23:51.386359Z", "type": "JOB_TYPE_STREAMING"}}, "datacontenttype": "application/json; charset=utf-8", "dataschema": "https://googleapis.github.io/google-cloudevents/proto/google/events/cloud/dataflow/v1beta3/data.proto#JobEventData", "id": "e43563146f083fe9cad14f6006c717f5", "job": "pubsub-to-gcs", "location": "us-central1", "project": "641223881136", "source": "//dataflow.googleapis.com/projects/temp-aac6645f/locations/us-central1", "specversion": "1.0", "subject": "jobs/pubsub-to-gcs", "time": "2023-05-09T20:26:05.500274Z", "type": "google.cloud.dataflow.job.v1beta3.statusChanged"} \ No newline at end of file diff --git a/.test-infra/tools/README.md b/.test-infra/tools/README.md index df6ab9525e9a2..758c3885a8141 100644 --- a/.test-infra/tools/README.md +++ b/.test-infra/tools/README.md @@ -47,7 +47,7 @@ Example: - Original ```bash -python_versions_arr=("3.8.16" "3.7.16" "3.9.16" "3.10.10") +python_versions_arr=("3.8.16" "3.9.16" "3.10.10" "3.11.4") ``` - Change diff --git a/.test-infra/tools/python_installer.sh b/.test-infra/tools/python_installer.sh index 0b40eb12b993c..b1b05e597cb3b 100644 --- a/.test-infra/tools/python_installer.sh +++ b/.test-infra/tools/python_installer.sh @@ -20,7 +20,7 @@ set -euo pipefail # Variable containing the python versions to install -python_versions_arr=("3.8.16" "3.7.16" "3.9.16" "3.10.10") +python_versions_arr=("3.8.16" "3.9.16" "3.10.10" "3.11.4") # Install pyenv dependencies. pyenv_dep(){ diff --git a/CHANGES.md b/CHANGES.md index 6ab0852f2b216..7ed75c7ee05da 100644 --- a/CHANGES.md +++ b/CHANGES.md @@ -49,7 +49,8 @@ * ([#X](https://github.com/apache/beam/issues/X)). --> -# [2.49.0] - Unreleased + +# [2.50.0] - Unreleased ## Highlights @@ -59,6 +60,9 @@ ## I/Os * Support for X source added (Java/Python) ([#X](https://github.com/apache/beam/issues/X)). +* Python GCSIO is now implemented with GCP GCS Client instead of apitools ([#25676](https://github.com/apache/beam/issues/25676)) +* Java KafkaIO now supports picking up topics via topicPattern ([#26948](https://github.com/apache/beam/pull/26948)) +* Support for read from Cosmos DB Core SQL API [#23604](https://github.com/apache/beam/issues/23604) ## New Features / Improvements @@ -66,7 +70,7 @@ ## Breaking Changes -* X behavior was changed ([#X](https://github.com/apache/beam/issues/X)). +* Legacy runner support removed from Dataflow, all pipelines must use runner v2. ## Deprecations @@ -75,13 +79,38 @@ ## Bugfixes * Fixed X (Java/Python) ([#X](https://github.com/apache/beam/issues/X)). -* Fixed KinesisIO `NullPointerException` when a progress check is made before the reader is started (IO) ([#23868](https://github.com/apache/beam/issues/23868)) ## Known Issues * ([#X](https://github.com/apache/beam/issues/X)). +# [2.49.0] - Unreleased + + +## I/Os + +* Support for Bigtable Change Streams added in Java `BigtableIO.ReadChangeStream` ([#27183](https://github.com/apache/beam/issues/27183)) + +## New Features / Improvements + +* Allow prebuilding large images when using `--prebuild_sdk_container_engine=cloud_build`, like images depending on `tensorflow` or `torch` ([#27023](https://github.com/apache/beam/pull/27023)). +* Disabled `pip` cache when installing packages on the workers. This reduces the size of prebuilt Python container images ([#27035](https://github.com/apache/beam/pull/27035)). +* Select dedicated avro datum reader and writer (Java) ([#18874](https://github.com/apache/beam/issues/18874)). +* Timer API for the Go SDK (Go) ([#22737](https://github.com/apache/beam/issues/22737)). + + +## Deprecations + +* Remove Python 3.7 support. ([#26447](https://github.com/apache/beam/issues/26447)) + +## Bugfixes + +* Fixed KinesisIO `NullPointerException` when a progress check is made before the reader is started (IO) ([#23868](https://github.com/apache/beam/issues/23868)) + +## Known Issues + + # [2.48.0] - 2023-05-31 ## Highlights @@ -125,7 +154,7 @@ ## Known Issues -* ([#X](https://github.com/apache/beam/issues/X)). +* PubsubIO writes will throw *SizeLimitExceededException* for any message above 100 bytes, when used in batch (bounded) mode. (Java) ([#27000](https://github.com/apache/beam/issues/27000)). # [2.47.0] - 2023-05-10 diff --git a/CI.md b/CI.md index 0b6075c24d5bb..200e1208e4d79 100644 --- a/CI.md +++ b/CI.md @@ -90,6 +90,9 @@ These variables are: Service Account shall have following permissions ([IAM roles](https://cloud.google.com/iam/docs/understanding-roles)): * Storage Admin (roles/storage.admin) * Dataflow Admin (roles/dataflow.admin) + * Artifact Registry writer (roles/artifactregistry.createOnPush) + * Big Query Data Editor (roles/bigquery.dataEditor) + * Service Account User (roles/iam.serviceAccountUser) ### Workflows diff --git a/README.md b/README.md index a039e5dec4509..b579fb58b3aec 100644 --- a/README.md +++ b/README.md @@ -70,7 +70,7 @@ Beam supports executing programs on multiple distributed processing backends thr - The `DirectRunner` runs the pipeline on your local machine. - The `DataflowRunner` submits the pipeline to the [Google Cloud Dataflow](http://cloud.google.com/dataflow/). - The `FlinkRunner` runs the pipeline on an Apache Flink cluster. The code has been donated from [dataArtisans/flink-dataflow](https://github.com/dataArtisans/flink-dataflow) and is now part of Beam. -- The `SparkRunner` runs the pipeline on an Apache Spark cluster. The code has been donated from [cloudera/spark-dataflow](https://github.com/cloudera/spark-dataflow) and is now part of Beam. +- The `SparkRunner` runs the pipeline on an Apache Spark cluster. - The `JetRunner` runs the pipeline on a Hazelcast Jet cluster. The code has been donated from [hazelcast/hazelcast-jet](https://github.com/hazelcast/hazelcast-jet) and is now part of Beam. - The `Twister2Runner` runs the pipeline on a Twister2 cluster. The code has been donated from [DSC-SPIDAL/twister2](https://github.com/DSC-SPIDAL/twister2) and is now part of Beam. @@ -80,6 +80,10 @@ Have ideas for new Runners? See the [runner-ideas label](https://github.com/apac To learn how to write Beam pipelines, read the Quickstart for [[Java](https://beam.apache.org/get-started/quickstart-java), [Python](https://beam.apache.org/get-started/quickstart-py), or [Go](https://beam.apache.org/get-started/quickstart-go)] available on our website. +To play with some Beam examples, try [Beam Playground](https://play.beam.apache.org/?path=SDK_JAVA_MinimalWordCount&sdk=java). +To learn basic Beam concepts, try [Tour of Beam](https://tour.beam.apache.org/). + + ## Contact Us diff --git a/build.gradle.kts b/build.gradle.kts index b89270a9537fe..d202d9c76fbb3 100644 --- a/build.gradle.kts +++ b/build.gradle.kts @@ -18,11 +18,6 @@ plugins { base - // This plugin provides a task to determine which dependencies have updates. - // Additionally, the plugin checks for updates to Gradle itself. - // - // See https://github.com/ben-manes/gradle-versions-plugin for further details. - id("com.github.ben-manes.versions") version "0.33.0" // Apply one top level rat plugin to perform any required license enforcement analysis id("org.nosphere.apache.rat") version "0.8.0" // Enable gradle-based release management @@ -468,7 +463,6 @@ tasks.register("playgroundPreCommit") { tasks.register("pythonPreCommit") { dependsOn(":sdks:python:test-suites:tox:pycommon:preCommitPyCommon") - dependsOn(":sdks:python:test-suites:tox:py37:preCommitPy37") dependsOn(":sdks:python:test-suites:tox:py38:preCommitPy38") dependsOn(":sdks:python:test-suites:tox:py39:preCommitPy39") dependsOn(":sdks:python:test-suites:tox:py310:preCommitPy310") @@ -478,7 +472,6 @@ tasks.register("pythonPreCommit") { tasks.register("pythonPreCommitIT") { dependsOn(":sdks:python:test-suites:tox:pycommon:preCommitPyCommon") dependsOn(":sdks:python:test-suites:dataflow:preCommitIT") - dependsOn(":sdks:python:test-suites:dataflow:preCommitIT_V2") } tasks.register("pythonDocsPreCommit") { @@ -486,7 +479,6 @@ tasks.register("pythonDocsPreCommit") { } tasks.register("pythonDockerBuildPreCommit") { - dependsOn(":sdks:python:container:py37:docker") dependsOn(":sdks:python:container:py38:docker") dependsOn(":sdks:python:container:py39:docker") dependsOn(":sdks:python:container:py310:docker") @@ -495,25 +487,13 @@ tasks.register("pythonDockerBuildPreCommit") { tasks.register("pythonLintPreCommit") { // TODO(https://github.com/apache/beam/issues/20209): Find a better way to specify lint and formatter tasks without hardcoding py version. - dependsOn(":sdks:python:test-suites:tox:py37:lint") + dependsOn(":sdks:python:test-suites:tox:py38:lint") } tasks.register("pythonFormatterPreCommit") { dependsOn("sdks:python:test-suites:tox:py38:formatter") } -tasks.register("python37PostCommit") { - dependsOn(":sdks:python:test-suites:dataflow:py37:postCommitIT") - dependsOn(":sdks:python:test-suites:direct:py37:postCommitIT") - dependsOn(":sdks:python:test-suites:direct:py37:directRunnerIT") - dependsOn(":sdks:python:test-suites:direct:py37:hdfsIntegrationTest") - dependsOn(":sdks:python:test-suites:direct:py37:azureIntegrationTest") - dependsOn(":sdks:python:test-suites:portable:py37:postCommitPy37") - dependsOn(":sdks:python:test-suites:dataflow:py37:spannerioIT") - dependsOn(":sdks:python:test-suites:direct:py37:spannerioIT") - dependsOn(":sdks:python:test-suites:portable:py37:xlangSpannerIOIT") -} - tasks.register("python38PostCommit") { dependsOn(":sdks:python:test-suites:dataflow:py38:postCommitIT") dependsOn(":sdks:python:test-suites:direct:py38:postCommitIT") @@ -552,12 +532,11 @@ tasks.register("python311PostCommit") { } tasks.register("portablePythonPreCommit") { - dependsOn(":sdks:python:test-suites:portable:py37:preCommitPy37") + dependsOn(":sdks:python:test-suites:portable:py38:preCommitPy38") dependsOn(":sdks:python:test-suites:portable:py311:preCommitPy311") } tasks.register("pythonSparkPostCommit") { - dependsOn(":sdks:python:test-suites:portable:py37:sparkValidatesRunner") dependsOn(":sdks:python:test-suites:portable:py38:sparkValidatesRunner") dependsOn(":sdks:python:test-suites:portable:py39:sparkValidatesRunner") dependsOn(":sdks:python:test-suites:portable:py311:sparkValidatesRunner") @@ -580,11 +559,6 @@ tasks.register("javaExamplesDataflowPrecommit") { dependsOn(":runners:google-cloud-dataflow-java:examples-streaming:preCommit") } -tasks.register("runBeamDependencyCheck") { - dependsOn(":dependencyUpdates") - dependsOn(":sdks:python:dependencyUpdates") -} - tasks.register("whitespacePreCommit") { // TODO(https://github.com/apache/beam/issues/20209): Find a better way to specify the tasks without hardcoding py version. dependsOn(":sdks:python:test-suites:tox:py38:archiveFilesToLint") @@ -598,18 +572,65 @@ tasks.register("typescriptPreCommit") { dependsOn(":sdks:python:test-suites:tox:py38:jest") } -tasks.register("pushAllDockerImages") { +tasks.register("pushAllRunnersDockerImages") { dependsOn(":runners:spark:3:job-server:container:dockerPush") + for (version in project.ext.get("allFlinkVersions") as Array<*>) { + dependsOn(":runners:flink:${version}:job-server-container:dockerPush") + } + + doLast { + if (project.hasProperty("prune-images")) { + exec { + executable("docker") + args("system", "prune", "-a", "--force") + } + } + } +} + +tasks.register("pushAllSdkDockerImages") { + // Enforce ordering to allow the prune step to happen between runs. + // This will ensure we don't use up too much space (especially in CI environments) + mustRunAfter(":pushAllRunnersDockerImages") + dependsOn(":sdks:java:container:pushAll") dependsOn(":sdks:python:container:pushAll") dependsOn(":sdks:go:container:pushAll") dependsOn(":sdks:typescript:container:pushAll") - for (version in project.ext.get("allFlinkVersions") as Array<*>) { - dependsOn(":runners:flink:${version}:job-server-container:dockerPush") + + doLast { + if (project.hasProperty("prune-images")) { + exec { + executable("docker") + args("system", "prune", "-a", "--force") + } + } } +} + +tasks.register("pushAllXlangDockerImages") { + // Enforce ordering to allow the prune step to happen between runs. + // This will ensure we don't use up too much space (especially in CI environments) + mustRunAfter(":pushAllSdkDockerImages") + dependsOn(":sdks:java:expansion-service:container:dockerPush") dependsOn(":sdks:java:transform-service:controller-container:dockerPush") dependsOn(":sdks:python:expansion-service-container:dockerPush") + + doLast { + if (project.hasProperty("prune-images")) { + exec { + executable("docker") + args("system", "prune", "-a", "--force") + } + } + } +} + +tasks.register("pushAllDockerImages") { + dependsOn(":pushAllRunnersDockerImages") + dependsOn(":pushAllSdkDockerImages") + dependsOn(":pushAllXlangDockerImages") } // Use this task to validate the environment set up for Go, Python and Java diff --git a/buildSrc/build.gradle.kts b/buildSrc/build.gradle.kts index 6df462a335de3..50a146b1f5cdf 100644 --- a/buildSrc/build.gradle.kts +++ b/buildSrc/build.gradle.kts @@ -30,6 +30,11 @@ repositories { url = uri("https://repo.spring.io/plugins-release/") content { includeGroup("io.spring.gradle") } } + // For obsolete Avro plugin + maven { + url = uri("https://jitpack.io") + content { includeGroup("com.github.davidmc24.gradle-avro-plugin") } + } } // Dependencies on other plugins used when this plugin is invoked @@ -40,7 +45,7 @@ dependencies { implementation("com.github.spotbugs.snom:spotbugs-gradle-plugin:5.0.14") runtimeOnly("com.google.protobuf:protobuf-gradle-plugin:0.8.13") // Enable proto code generation - runtimeOnly("com.commercehub.gradle.plugin:gradle-avro-plugin:0.11.0") // Enable Avro code generation + runtimeOnly("com.github.davidmc24.gradle-avro-plugin:gradle-avro-plugin:0.16.0") // Enable Avro code generation runtimeOnly("com.diffplug.spotless:spotless-plugin-gradle:5.6.1") // Enable a code formatting plugin runtimeOnly("com.palantir.gradle.docker:gradle-docker:0.34.0") // Enable building Docker containers runtimeOnly("gradle.plugin.com.dorongold.plugins:task-tree:1.5") // Adds a 'taskTree' task to print task dependency tree @@ -53,7 +58,7 @@ dependencies { runtimeOnly("com.avast.gradle:gradle-docker-compose-plugin:0.16.12") // Enable docker compose tasks runtimeOnly("ca.cutterslade.gradle:gradle-dependency-analyze:1.8.3") // Enable dep analysis runtimeOnly("gradle.plugin.net.ossindex:ossindex-gradle-plugin:0.4.11") // Enable dep vulnerability analysis - runtimeOnly("org.checkerframework:checkerframework-gradle-plugin:0.6.19") // Enable enhanced static checking plugin + runtimeOnly("org.checkerframework:checkerframework-gradle-plugin:0.6.29") // Enable enhanced static checking plugin } // Because buildSrc is built and tested automatically _before_ gradle diff --git a/buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy b/buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy index dc87626b0e7fa..9637f17dbf8bd 100644 --- a/buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy +++ b/buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy @@ -430,7 +430,7 @@ class BeamModulePlugin implements Plugin { // Automatically use the official release version if we are performing a release // otherwise append '-SNAPSHOT' - project.version = '2.49.0' + project.version = '2.50.0' if (!isRelease(project)) { project.version += '-SNAPSHOT' } @@ -526,16 +526,16 @@ class BeamModulePlugin implements Plugin { def dbcp2_version = "2.9.0" def errorprone_version = "2.10.0" // Try to keep gax_version consistent with gax-grpc version in google_cloud_platform_libraries_bom - def gax_version = "2.26.0" + def gax_version = "2.29.0" def google_clients_version = "2.0.0" def google_cloud_bigdataoss_version = "2.2.6" // Try to keep google_cloud_spanner_version consistent with google_cloud_spanner_bom in google_cloud_platform_libraries_bom - def google_cloud_spanner_version = "6.41.0" + def google_cloud_spanner_version = "6.43.0" def google_code_gson_version = "2.9.1" def google_oauth_clients_version = "1.34.1" // Try to keep grpc_version consistent with gRPC version in google_cloud_platform_libraries_bom - def grpc_version = "1.54.0" - def guava_version = "31.1-jre" + def grpc_version = "1.55.1" + def guava_version = "32.0.1-jre" def hadoop_version = "2.10.2" def hamcrest_version = "2.1" def influxdb_version = "2.19" @@ -552,7 +552,7 @@ class BeamModulePlugin implements Plugin { def postgres_version = "42.2.16" def powermock_version = "2.0.9" // Try to keep protobuf_version consistent with the protobuf version in google_cloud_platform_libraries_bom - def protobuf_version = "3.21.12" + def protobuf_version = "3.23.2" def qpid_jms_client_version = "0.61.0" def quickcheck_version = "1.0" def sbe_tool_version = "1.25.1" @@ -612,6 +612,7 @@ class BeamModulePlugin implements Plugin { aws_java_sdk2_regions : "software.amazon.awssdk:regions:$aws_java_sdk2_version", aws_java_sdk2_utils : "software.amazon.awssdk:utils:$aws_java_sdk2_version", aws_java_sdk2_profiles : "software.amazon.awssdk:profiles:$aws_java_sdk2_version", + azure_sdk_bom : "com.azure:azure-sdk-bom:1.2.14", bigdataoss_gcsio : "com.google.cloud.bigdataoss:gcsio:$google_cloud_bigdataoss_version", bigdataoss_util : "com.google.cloud.bigdataoss:util:$google_cloud_bigdataoss_version", byte_buddy : "net.bytebuddy:byte-buddy:1.12.14", @@ -665,14 +666,14 @@ class BeamModulePlugin implements Plugin { google_cloud_core_grpc : "com.google.cloud:google-cloud-core-grpc", // google_cloud_platform_libraries_bom sets version google_cloud_datacatalog_v1beta1 : "com.google.cloud:google-cloud-datacatalog", // google_cloud_platform_libraries_bom sets version google_cloud_dataflow_java_proto_library_all: "com.google.cloud.dataflow:google-cloud-dataflow-java-proto-library-all:0.5.160304", - google_cloud_datastore_v1_proto_client : "com.google.cloud.datastore:datastore-v1-proto-client:2.9.0", + google_cloud_datastore_v1_proto_client : "com.google.cloud.datastore:datastore-v1-proto-client:2.15.0", google_cloud_firestore : "com.google.cloud:google-cloud-firestore", // google_cloud_platform_libraries_bom sets version google_cloud_pubsub : "com.google.cloud:google-cloud-pubsub", // google_cloud_platform_libraries_bom sets version google_cloud_pubsublite : "com.google.cloud:google-cloud-pubsublite", // google_cloud_platform_libraries_bom sets version // The release notes shows the versions set by the BOM: - // https://github.com/googleapis/java-cloud-bom/releases/tag/v26.14.0 + // https://github.com/googleapis/java-cloud-bom/releases/tag/v26.17.0 // Update libraries-bom version on sdks/java/container/license_scripts/dep_urls_java.yaml - google_cloud_platform_libraries_bom : "com.google.cloud:libraries-bom:26.14.0", + google_cloud_platform_libraries_bom : "com.google.cloud:libraries-bom:26.17.0", google_cloud_spanner : "com.google.cloud:google-cloud-spanner", // google_cloud_platform_libraries_bom sets version google_cloud_spanner_test : "com.google.cloud:google-cloud-spanner:$google_cloud_spanner_version:tests", google_code_gson : "com.google.code.gson:gson:$google_code_gson_version", @@ -793,7 +794,7 @@ class BeamModulePlugin implements Plugin { slf4j_jul_to_slf4j : "org.slf4j:jul-to-slf4j:$slf4j_version", slf4j_log4j12 : "org.slf4j:slf4j-log4j12:$slf4j_version", slf4j_jcl : "org.slf4j:slf4j-jcl:$slf4j_version", - snappy_java : "org.xerial.snappy:snappy-java:1.1.8.4", + snappy_java : "org.xerial.snappy:snappy-java:1.1.10.0", spark_core : "org.apache.spark:spark-core_2.11:$spark2_version", spark_streaming : "org.apache.spark:spark-streaming_2.11:$spark2_version", spark3_core : "org.apache.spark:spark-core_2.12:$spark3_version", @@ -802,14 +803,15 @@ class BeamModulePlugin implements Plugin { spark3_streaming : "org.apache.spark:spark-streaming_2.12:$spark3_version", stax2_api : "org.codehaus.woodstox:stax2-api:4.2.1", tephra : "org.apache.tephra:tephra-api:0.15.0-incubating", + testcontainers_azure : "org.testcontainers:azure:$testcontainers_version", testcontainers_base : "org.testcontainers:testcontainers:$testcontainers_version", testcontainers_clickhouse : "org.testcontainers:clickhouse:$testcontainers_version", testcontainers_elasticsearch : "org.testcontainers:elasticsearch:$testcontainers_version", + testcontainers_gcloud : "org.testcontainers:gcloud:$testcontainers_version", testcontainers_kafka : "org.testcontainers:kafka:$testcontainers_version", testcontainers_localstack : "org.testcontainers:localstack:$testcontainers_version", - testcontainers_postgresql : "org.testcontainers:postgresql:$testcontainers_version", testcontainers_mysql : "org.testcontainers:mysql:$testcontainers_version", - testcontainers_gcloud : "org.testcontainers:gcloud:$testcontainers_version", + testcontainers_postgresql : "org.testcontainers:postgresql:$testcontainers_version", testcontainers_rabbitmq : "org.testcontainers:rabbitmq:$testcontainers_version", vendored_grpc_1_54_0 : "org.apache.beam:beam-vendor-grpc-1_54_0:0.1", vendored_guava_26_0_jre : "org.apache.beam:beam-vendor-guava-26_0-jre:0.1", @@ -1197,7 +1199,7 @@ class BeamModulePlugin implements Plugin { "com.google.auto.service:auto-service-annotations:$autoservice_version", "com.google.auto.value:auto-value-annotations:$autovalue_version", "com.google.code.findbugs:jsr305:$jsr305_version", - "com.google.j2objc:j2objc-annotations:1.3", + "com.google.j2objc:j2objc-annotations:2.8", // These dependencies are needed to avoid error-prone warnings on package-info.java files, // also to include the annotations to suppress warnings. // @@ -2081,7 +2083,7 @@ class BeamModulePlugin implements Plugin { def goRootDir = "${project.rootDir}/sdks/go" // This sets the whole project Go version. - project.ext.goVersion = "go1.20.4" + project.ext.goVersion = "go1.20.5" // Minor TODO: Figure out if we can pull out the GOCMD env variable after goPrepare script // completion, and avoid this GOBIN substitution. @@ -2753,8 +2755,8 @@ class BeamModulePlugin implements Plugin { project.exec { executable 'sh' args '-c', ". ${project.ext.envdir}/bin/activate && " + - "pip install --retries 10 --upgrade pip && " + - "pip install --retries 10 --upgrade tox==3.20.1 -r ${project.rootDir}/sdks/python/build-requirements.txt" + "pip install --pre --retries 10 --upgrade pip && " + + "pip install --pre --retries 10 --upgrade tox -r ${project.rootDir}/sdks/python/build-requirements.txt" } } // Gradle will delete outputs whenever it thinks they are stale. Putting a @@ -2795,7 +2797,7 @@ class BeamModulePlugin implements Plugin { def distTarBall = "${pythonRootDir}/build/apache-beam.tar.gz" project.exec { executable 'sh' - args '-c', ". ${project.ext.envdir}/bin/activate && pip install --retries 10 ${distTarBall}[gcp,test,aws,azure,dataframe]" + args '-c', ". ${project.ext.envdir}/bin/activate && pip install --pre --retries 10 ${distTarBall}[gcp,test,aws,azure,dataframe]" } } } @@ -2909,10 +2911,10 @@ class BeamModulePlugin implements Plugin { mustRunAfter = [ ":runners:flink:${project.ext.latestFlinkVersion}:job-server:shadowJar", ':runners:spark:3:job-server:shadowJar', - ':sdks:python:container:py37:docker', ':sdks:python:container:py38:docker', ':sdks:python:container:py39:docker', ':sdks:python:container:py310:docker', + ':sdks:python:container:py311:docker', ] doLast { // TODO: Figure out GCS credentials and use real GCS input and output. diff --git a/examples/java/build.gradle b/examples/java/build.gradle index 7bbf50e6cc4eb..9b5421cd6110e 100644 --- a/examples/java/build.gradle +++ b/examples/java/build.gradle @@ -93,6 +93,8 @@ dependencies { implementation "org.apache.commons:commons-lang3:3.9" implementation "org.apache.httpcomponents:httpclient:4.5.13" implementation "org.apache.httpcomponents:httpcore:4.4.13" + implementation "com.fasterxml.jackson.core:jackson-annotations:2.14.1" + implementation "com.fasterxml.jackson.core:jackson-core:2.14.1" testImplementation project(path: ":runners:direct-java", configuration: "shadow") testImplementation project(":sdks:java:io:google-cloud-platform") testImplementation project(":sdks:java:extensions:ml") diff --git a/examples/java/src/main/java/org/apache/beam/examples/ApproximateQuantilesExample.java b/examples/java/src/main/java/org/apache/beam/examples/ApproximateQuantilesExample.java new file mode 100644 index 0000000000000..52376e91d1d4f --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/ApproximateQuantilesExample.java @@ -0,0 +1,78 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import java.util.List; +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.ApproximateQuantiles; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: ApproximateQuantiles +// description: Demonstration of ApproximateQuantiles transform usage. +// multifile: false +// default_example: false +// context_line: 46 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - numbers + +public class ApproximateQuantilesExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + // Create a collection with numbers + PCollection input = pipeline.apply(Create.of(1, 1, 2, 2, 3, 4, 4, 5, 5)); + // This will produce a collection containing 5 values: the minimum value, + // Quartile 1 value, Quartile 2 value (median), Quartile 3 value, and the + // maximum value. + PCollection> result = input.apply(ApproximateQuantiles.globally(5)); + // [END main_section] + result.apply( + ParDo.of( + new LogOutput<>( + "PCollection numbers after ApproximateQuantiles.globally transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/CoGroupByKeyExample.java b/examples/java/src/main/java/org/apache/beam/examples/CoGroupByKeyExample.java new file mode 100644 index 0000000000000..12d90b2f6bf70 --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/CoGroupByKeyExample.java @@ -0,0 +1,92 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.join.CoGbkResult; +import org.apache.beam.sdk.transforms.join.CoGroupByKey; +import org.apache.beam.sdk.transforms.join.KeyedPCollectionTuple; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.TupleTag; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: CoGroupByKey +// description: Demonstration of CoGroupByKey transform usage. +// multifile: false +// default_example: false +// context_line: 54 +// categories: +// - Core Transforms +// - Joins +// complexity: BASIC +// tags: +// - transforms +// - strings +// - integers +// - tuples +// - pairs +// - group + +public class CoGroupByKeyExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + // Create pairs + PCollection> pt1 = + pipeline.apply(Create.of(KV.of("a", 1), KV.of("b", 2), KV.of("b", 3), KV.of("c", 4))); + PCollection> pt2 = + pipeline.apply( + Create.of( + KV.of("a", "apple"), + KV.of("a", "avocado"), + KV.of("b", "banana"), + KV.of("c", "cherry"))); + + final TupleTag t1 = new TupleTag<>(); + final TupleTag t2 = new TupleTag<>(); + PCollection> result = + KeyedPCollectionTuple.of(t1, pt1).and(t2, pt2).apply(CoGroupByKey.create()); + // [END main_section] + result.apply(ParDo.of(new LogOutput<>("PCollection pairs after CoGroupByKey transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/CombineExample.java b/examples/java/src/main/java/org/apache/beam/examples/CombineExample.java new file mode 100644 index 0000000000000..e635249897298 --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/CombineExample.java @@ -0,0 +1,76 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Combine; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.Sum; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: Combine +// description: Demonstration of Combine transform usage. +// multifile: false +// default_example: false +// context_line: 47 +// categories: +// - Core Transforms +// - Combiners +// complexity: BASIC +// tags: +// - transforms +// - numbers + +public class CombineExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + // Sum.ofIntegers() combines the elements in the input PCollection. The + // resulting PCollection, called sum, + // contains one value: the sum of all the elements in the input PCollection. + PCollection pc = pipeline.apply(Create.of(1, 2, 3, 4, 5)); + PCollection sum = pc.apply(Combine.globally(Sum.ofIntegers())); + // [END main_section] + // Log values + sum.apply(ParDo.of(new LogOutput<>("PCollection numbers after Combine transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/CountExample.java b/examples/java/src/main/java/org/apache/beam/examples/CountExample.java new file mode 100644 index 0000000000000..e7586b6d5ea55 --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/CountExample.java @@ -0,0 +1,71 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Count; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: Count +// description: Demonstration of Count transform usage. +// multifile: false +// default_example: false +// context_line: 45 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - numbers + +public class CountExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + PCollection pc = pipeline.apply(Create.of(1.0, 2.0, 3.0, 4.0, 5.0)); + PCollection count = pc.apply(Count.globally()); + // [END main_section] + // Log values + count.apply(ParDo.of(new LogOutput<>("PCollection numbers after Count transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/CountPerKeyExample.java b/examples/java/src/main/java/org/apache/beam/examples/CountPerKeyExample.java new file mode 100644 index 0000000000000..9b84ae02c1134 --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/CountPerKeyExample.java @@ -0,0 +1,75 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Count; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: CountPerKey +// description: Demonstration of Count.perKey transform usage. +// multifile: false +// default_example: false +// context_line: 47 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - numbers +// - pairs + +public class CountPerKeyExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + PCollection> input = + pipeline.apply( + Create.of(KV.of("a", 1), KV.of("a", 2), KV.of("b", 3), KV.of("b", 4), KV.of("b", 5))); + PCollection> countPerKey = input.apply(Count.perKey()); + // [END main_section] + // Log values + countPerKey.apply(ParDo.of(new LogOutput<>("PCollection numbers after Count transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/CreateExample.java b/examples/java/src/main/java/org/apache/beam/examples/CreateExample.java new file mode 100644 index 0000000000000..55cabd69fceb5 --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/CreateExample.java @@ -0,0 +1,87 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import java.util.HashMap; +import java.util.Map; +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.coders.BigEndianIntegerCoder; +import org.apache.beam.sdk.coders.KvCoder; +import org.apache.beam.sdk.coders.StringUtf8Coder; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: Create +// description: Demonstration of Create transform usage. +// multifile: false +// default_example: false +// context_line: 51 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - numbers +// - pairs + +public class CreateExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + PCollection pc = + pipeline.apply(Create.of(3, 4, 5).withCoder(BigEndianIntegerCoder.of())); + + Map map = new HashMap<>(); + map.put("a", 1); + map.put("b", 2); + + PCollection> pt = + pipeline.apply( + Create.of(map).withCoder(KvCoder.of(StringUtf8Coder.of(), BigEndianIntegerCoder.of()))); + // [END main_section] + // Log values + pc.apply(ParDo.of(new LogOutput<>("PCollection numbers after Create transform: "))); + pt.apply( + ParDo.of(new LogOutput<>("PCollection> map after Create transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/DebuggingWordCount.java b/examples/java/src/main/java/org/apache/beam/examples/DebuggingWordCount.java index 943e8e113b8e7..f9b2e326127d9 100644 --- a/examples/java/src/main/java/org/apache/beam/examples/DebuggingWordCount.java +++ b/examples/java/src/main/java/org/apache/beam/examples/DebuggingWordCount.java @@ -23,7 +23,7 @@ // filter("Flourish|stomach"). // multifile: false // pipeline_options: --output output.txt -// context_line: 86 +// context_line: 180 // categories: // - Debugging // - Filtering diff --git a/examples/java/src/main/java/org/apache/beam/examples/DistinctExample.java b/examples/java/src/main/java/org/apache/beam/examples/DistinctExample.java new file mode 100644 index 0000000000000..d83399fcb8320 --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/DistinctExample.java @@ -0,0 +1,76 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.Distinct; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: Distinct +// description: Demonstration of Distinct transform usage. +// multifile: false +// default_example: false +// context_line: 46 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - numbers +// - distinct + +public class DistinctExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + + // [START main_section] + // Create a collection with repeating numbers + PCollection input = pipeline.apply(Create.of(1, 1, 2, 2, 3, 4, 4, 5, 5)); + // Apply Distinct transform + PCollection distinctNumbers = input.apply(Distinct.create()); + // [END main_section] + // Log values + distinctNumbers.apply( + ParDo.of(new LogOutput<>("PCollection numbers after Distinct.create transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/FlatMapElementsExample.java b/examples/java/src/main/java/org/apache/beam/examples/FlatMapElementsExample.java new file mode 100644 index 0000000000000..6dcfad0ff6a0e --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/FlatMapElementsExample.java @@ -0,0 +1,86 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import java.util.Arrays; +import java.util.List; +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.FlatMapElements; +import org.apache.beam.sdk.transforms.InferableFunction; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: FlatMapElements +// description: Demonstration of FlatMapElements transform usage. +// multifile: false +// default_example: false +// context_line: 50 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - pairs +// - strings +// - map + +public class FlatMapElementsExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + PCollection lines = + pipeline.apply(Create.of("the quick brown fox", "jumps over the lazy", "dog")); + // Use FlatMapElements to split the lines in PCollection into individual + // words. + PCollection words = + lines.apply( + FlatMapElements.via( + new InferableFunction>() { + @Override + public List apply(String line) { + return Arrays.asList(line.split(" ")); + } + })); + // [END main_section] + words.apply(ParDo.of(new LogOutput<>("PCollection elements after the transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/GroupIntoBatchesExample.java b/examples/java/src/main/java/org/apache/beam/examples/GroupIntoBatchesExample.java new file mode 100644 index 0000000000000..7e3e4639d5fec --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/GroupIntoBatchesExample.java @@ -0,0 +1,82 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.GroupIntoBatches; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: GroupIntoBatches +// description: Demonstration of GroupIntoBatches transform usage. +// multifile: false +// default_example: false +// context_line: 47 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - strings +// - group + +public class GroupIntoBatchesExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + // Create pairs + PCollection> pairs = + pipeline.apply( + Create.of( + KV.of("fall", "apple"), + KV.of("spring", "strawberry"), + KV.of("winter", "orange"), + KV.of("summer", "peach"), + KV.of("spring", "cherry"), + KV.of("fall", "pear"))); + // Group pairs into batches of size 2 + PCollection>> result = pairs.apply(GroupIntoBatches.ofSize(2)); + // [END main_section] + result.apply(ParDo.of(new LogOutput<>("PCollection pairs after GroupIntoBatches transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/KafkaPassengerCountJson.java b/examples/java/src/main/java/org/apache/beam/examples/KafkaPassengerCountJson.java new file mode 100644 index 0000000000000..20f70232ae94b --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/KafkaPassengerCountJson.java @@ -0,0 +1,174 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +// beam-playground: +// name: KafkaPassengerCountJson +// description: Read NYC Taxi dataset from Kafka server to count passengers for each vendor +// multifile: false +// default_example: false +// context_line: 64 +// categories: +// - Emulated Data Source +// - IO +// complexity: BASIC +// tags: +// - strings +// - emulator +// emulators: +// - type: kafka +// topic: +// id: NYCTaxi1000_simple +// source_dataset: NYCTaxi1000_simpleJson +// datasets: +// NYCTaxi1000_simpleJson: +// location: local +// format: json + +import com.fasterxml.jackson.annotation.JsonSetter; +import com.fasterxml.jackson.core.JsonProcessingException; +import com.fasterxml.jackson.core.type.TypeReference; +import com.fasterxml.jackson.databind.ObjectMapper; +import java.util.Collections; +import java.util.HashMap; +import java.util.Map; +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.io.kafka.KafkaIO; +import org.apache.beam.sdk.options.Default; +import org.apache.beam.sdk.options.Description; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Combine; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.Sum; +import org.apache.beam.sdk.transforms.Values; +import org.apache.beam.sdk.values.KV; +import org.apache.kafka.common.TopicPartition; +import org.apache.kafka.common.serialization.StringDeserializer; + +public class KafkaPassengerCountJson { + + public interface KafkaStreamingOptions extends PipelineOptions { + /** + * By default, this example uses Playground's Kafka server. Set this option to different value + * to use your own Kafka server. + */ + @Description("Kafka server host") + @Default.String("kafka_server:9092") + String getKafkaHost(); + + void setKafkaHost(String value); + } + + public static void main(String[] args) { + KafkaStreamingOptions options = + PipelineOptionsFactory.fromArgs(args).withValidation().as(KafkaStreamingOptions.class); + final Pipeline p = Pipeline.create(options); + + Map consumerConfig = new HashMap<>(); + consumerConfig.put("auto.offset.reset", "earliest"); + ObjectMapper om = new ObjectMapper(); + + p.apply( + "ReadFromKafka", + KafkaIO.read() + .withBootstrapServers( + options.getKafkaHost()) // Set KafkaHost pipeline option to redefine + // default value (valid for Playground environment) + // NYCTaxi1000_simple is a small subset of NYC Taxi dataset with VendorID and + // passenger_count fields + .withTopicPartitions( + Collections.singletonList( + new TopicPartition( + "NYCTaxi1000_simple", + 0))) // Kafka topic is preloaded in Playground environment + .withKeyDeserializer(StringDeserializer.class) + .withValueDeserializer(StringDeserializer.class) + .withConsumerConfigUpdates(consumerConfig) + .withMaxNumRecords(998) + .withoutMetadata()) + .apply("CreateValues", Values.create()) + .apply( + "ExtractData", + ParDo.of( + new DoFn>() { + @ProcessElement + public void processElement(ProcessContext c) throws JsonProcessingException { + final VendorToPassengerDTO result = + om.readValue(c.element(), new TypeReference() {}); + c.output(KV.of(result.getVendorIdField(), result.getPassengerCountField())); + } + })) + .apply( + "Sum passengers per vendor", + Combine.perKey(Sum.ofIntegers())) + .apply( + "FormatResults", + ParDo.of( + new DoFn, KV>() { + @ProcessElement + public void processElement( + ProcessContext c, OutputReceiver> out) { + System.out.printf( + "Vendor: %s, Passengers: %s%n", + c.element().getKey(), c.element().getValue()); + out.output(c.element()); + } + })); + p.run().waitUntilFinish(); + } +} + +class VendorToPassengerDTO { + private Integer passengerCountField; + private Integer vendorIdField; + + public VendorToPassengerDTO(Integer passengerCount, Integer vendorId) { + + this.passengerCountField = passengerCount; + this.vendorIdField = vendorId; + } + + public VendorToPassengerDTO() { + + super(); + this.passengerCountField = 0; + this.vendorIdField = 0; + } + + public Integer getVendorIdField() { + + return this.vendorIdField; + } + + public Integer getPassengerCountField() { + + return this.passengerCountField; + } + + @JsonSetter("VendorID") + public void setVendorIdField(Integer vendorId) { + this.vendorIdField = vendorId; + } + + @JsonSetter("passenger_count") + public void setPassengerCountField(Integer passengerCount) { + this.passengerCountField = passengerCount; + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/KafkaStreaming.java b/examples/java/src/main/java/org/apache/beam/examples/KafkaStreaming.java new file mode 100644 index 0000000000000..34a4b646555de --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/KafkaStreaming.java @@ -0,0 +1,320 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +// beam-playground: +// name: KafkaStreaming +// description: Example of streaming data processing using Kafka +// multifile: false +// context_line: 186 +// never_run: true +// always_run: true +// categories: +// - Filtering +// - Windowing +// - Streaming +// - IO +// complexity: MEDIUM +// tags: +// - strings +// - pairs +// - emulator + +import java.util.HashMap; +import java.util.Map; +import java.util.Random; +import java.util.Timer; +import java.util.TimerTask; +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.io.GenerateSequence; +import org.apache.beam.sdk.io.kafka.KafkaIO; +import org.apache.beam.sdk.options.Default; +import org.apache.beam.sdk.options.Description; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Combine; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.Sum; +import org.apache.beam.sdk.transforms.windowing.AfterProcessingTime; +import org.apache.beam.sdk.transforms.windowing.FixedWindows; +import org.apache.beam.sdk.transforms.windowing.IntervalWindow; +import org.apache.beam.sdk.transforms.windowing.PaneInfo; +import org.apache.beam.sdk.transforms.windowing.Repeatedly; +import org.apache.beam.sdk.transforms.windowing.Trigger; +import org.apache.beam.sdk.transforms.windowing.Window; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.apache.kafka.common.serialization.IntegerDeserializer; +import org.apache.kafka.common.serialization.IntegerSerializer; +import org.apache.kafka.common.serialization.StringDeserializer; +import org.apache.kafka.common.serialization.StringSerializer; +import org.joda.time.Duration; +import org.joda.time.Instant; +import org.joda.time.format.DateTimeFormat; +import org.joda.time.format.DateTimeFormatter; + +public class KafkaStreaming { + + // Kafka topic name + private static final String TOPIC_NAME = "my-topic"; + + // The deadline for processing late data + private static final int ALLOWED_LATENESS_TIME = 1; + + // Delay time after the first element in window + private static final int TIME_OUTPUT_AFTER_FIRST_ELEMENT = 10; + + // The time of the window in which the elements will be processed + private static final int WINDOW_TIME = 30; + + // Number of game events to send during game window + private static final int MESSAGES_COUNT = 100; + + // List usernames + private static final String[] NAMES = {"Alice", "Bob", "Charlie", "David"}; + + private static final DateTimeFormatter dateTimeFormatter = DateTimeFormat.forPattern("HH:mm:ss"); + + public interface KafkaStreamingOptions extends PipelineOptions { + /** + * By default, this example uses Playground's Kafka server. Set this option to different value + * to use your own Kafka server. + */ + @Description("Kafka server host") + @Default.String("kafka_server:9092") + String getKafkaHost(); + + void setKafkaHost(String value); + } + + public static void main(String[] args) { + // FixedWindows will always start at an integer multiple of the window size counting from epoch + // start. + // To get nicer looking results we will start producing results right after the next window + // starts. + Duration windowSize = Duration.standardSeconds(WINDOW_TIME); + Instant nextWindowStart = + new Instant( + Instant.now().getMillis() + + windowSize.getMillis() + - Instant.now().plus(windowSize).getMillis() % windowSize.getMillis()); + + KafkaStreamingOptions options = + PipelineOptionsFactory.fromArgs(args).withValidation().as(KafkaStreamingOptions.class); + + Timer timer = new Timer(); + + /* + * Kafka producer which sends messages (works in background thread) + */ + KafkaProducer producer = new KafkaProducer(options); + timer.schedule(producer, nextWindowStart.toDate()); + + /* + * Kafka consumer which reads messages + */ + KafkaConsumer kafkaConsumer = new KafkaConsumer(options); + kafkaConsumer.run(); + } + + // Kafka producer + public static class KafkaProducer extends TimerTask { + private final KafkaStreamingOptions options; + + public KafkaProducer(KafkaStreamingOptions options) { + this.options = options; + } + + @Override + public void run() { + Pipeline pipeline = Pipeline.create(options); + + // Generating scores with a randomly selected names and random amount of points + PCollection> input = + pipeline + .apply( + GenerateSequence.from(0) + .withRate(MESSAGES_COUNT, Duration.standardSeconds(WINDOW_TIME)) + .withTimestampFn((Long n) -> new Instant(System.currentTimeMillis()))) + .apply(ParDo.of(new RandomUserScoreGeneratorFn())); + input.apply( + KafkaIO.write() + .withBootstrapServers(options.getKafkaHost()) + .withTopic(TOPIC_NAME) + .withKeySerializer(StringSerializer.class) + .withValueSerializer(IntegerSerializer.class) + .withProducerConfigUpdates(new HashMap<>())); + + pipeline.run().waitUntilFinish(); + } + + // A class that randomly selects a name with random amount of points + static class RandomUserScoreGeneratorFn extends DoFn> { + private static final int MAX_SCORE = 100; + + @ProcessElement + public void processElement(ProcessContext c) { + c.output(generate()); + } + + public KV generate() { + Random random = new Random(); + String randomName = NAMES[random.nextInt(NAMES.length)]; + int randomScore = random.nextInt(MAX_SCORE) + 1; + return KV.of(randomName, randomScore); + } + } + } + + // Kafka consumer + public static class KafkaConsumer { + private final KafkaStreamingOptions options; + + public KafkaConsumer(KafkaStreamingOptions options) { + this.options = options; + } + + public void run() { + Pipeline pipeline = Pipeline.create(options); + + // Create fixed window for the length of the game round + Window> window = + Window.into(FixedWindows.of(Duration.standardSeconds(WINDOW_TIME))); + + // After the first element, the trigger waits for a [TIME_OUTPUT_AFTER_FIRST_ELEMENT], after + // which the output of elements begins + Trigger trigger = + AfterProcessingTime.pastFirstElementInPane() + .plusDelayOf(Duration.standardSeconds(TIME_OUTPUT_AFTER_FIRST_ELEMENT)); + + Map consumerConfig = new HashMap<>(); + + // Start reading form Kafka with the latest offset + consumerConfig.put("auto.offset.reset", "latest"); + + PCollection> pCollection = + pipeline.apply( + KafkaIO.read() + .withBootstrapServers(options.getKafkaHost()) + .withTopic(TOPIC_NAME) + .withKeyDeserializer(StringDeserializer.class) + .withValueDeserializer(IntegerDeserializer.class) + .withConsumerConfigUpdates(consumerConfig) + .withoutMetadata()); + + pCollection + // Apply a window and a trigger ourput repeatedly. + // To prevent late data from being lost, we set [withAllowedLateness]. + // To save data after each trigger is triggered [accumulatingFiredPanes] is specified. + .apply( + window + .triggering(Repeatedly.forever(trigger)) + .withAllowedLateness(Duration.standardSeconds(ALLOWED_LATENESS_TIME)) + .accumulatingFiredPanes()) + // Sum points for each player per window + .apply(Sum.integersPerKey()) + // Combine all summed points into a single Map<> + .apply(Combine.globally(new WindowCombineFn()).withoutDefaults()) + // Output results on the console + .apply(ParDo.of(new LogResults())); + + pipeline.run().waitUntilFinish(); + System.out.println("Pipeline finished"); + } + } + + static class WindowCombineFn + extends Combine.CombineFn, Map, Map> { + @Override + public Map createAccumulator() { + return new HashMap<>(); + } + + @Override + public Map addInput( + Map mutableAccumulator, KV input) { + assert input != null; + assert mutableAccumulator != null; + mutableAccumulator.put(input.getKey(), input.getValue()); + return mutableAccumulator; + } + + @Override + public Map mergeAccumulators(Iterable> accumulators) { + Map result = new HashMap<>(); + for (Map acc : accumulators) { + for (Map.Entry kv : acc.entrySet()) { + if (result.containsKey(kv.getKey())) { + result.put(kv.getKey(), result.get(kv.getKey()) + kv.getValue()); + } else { + result.put(kv.getKey(), kv.getValue()); + } + } + } + return result; + } + + @Override + public Map extractOutput(Map accumulator) { + return accumulator; + } + } + + static class LogResults extends DoFn, Map> { + @ProcessElement + public void processElement(ProcessContext c, IntervalWindow w) throws Exception { + Map map = c.element(); + if (map == null) { + c.output(c.element()); + return; + } + + String startTime = w.start().toString(dateTimeFormatter); + String endTime = w.end().toString(dateTimeFormatter); + + PaneInfo.Timing timing = c.pane().getTiming(); + + switch (timing) { + case EARLY: + System.out.println("Live score (running sum) for the current round:"); + break; + case ON_TIME: + System.out.println("Final score for the current round:"); + break; + case LATE: + System.out.printf("Late score for the round from %s to %s:%n", startTime, endTime); + break; + default: + throw new RuntimeException("Unknown timing value"); + } + + for (Map.Entry entry : map.entrySet()) { + System.out.printf("%10s: %-10s%n", entry.getKey(), entry.getValue()); + } + + if (timing == PaneInfo.Timing.ON_TIME) { + System.out.printf("======= End of round from %s to %s =======%n%n", startTime, endTime); + } else { + System.out.println(); + } + + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/KafkaWordCountAvro.java b/examples/java/src/main/java/org/apache/beam/examples/KafkaWordCountAvro.java index 0379ef10de0c4..9e2da248017da 100644 --- a/examples/java/src/main/java/org/apache/beam/examples/KafkaWordCountAvro.java +++ b/examples/java/src/main/java/org/apache/beam/examples/KafkaWordCountAvro.java @@ -19,22 +19,20 @@ // beam-playground: // name: KafkaWordCountAvro -// description: Test example with Apache Kafka +// description: Read CountWords dataset (CountWords.avro) from Kafka to count words // multifile: false -// context_line: 55 +// context_line: 64 // categories: -// - Filtering -// - Options -// - Quickstart +// - Emulated Data Source +// - IO // complexity: MEDIUM // tags: -// - filter // - strings // - emulator // emulators: // - type: kafka // topic: -// id: dataset +// id: CountWords // source_dataset: CountWordsAvro // datasets: // CountWordsAvro: @@ -47,6 +45,8 @@ import org.apache.beam.sdk.Pipeline; import org.apache.beam.sdk.io.TextIO; import org.apache.beam.sdk.io.kafka.KafkaIO; +import org.apache.beam.sdk.options.Default; +import org.apache.beam.sdk.options.Description; import org.apache.beam.sdk.options.PipelineOptions; import org.apache.beam.sdk.options.PipelineOptionsFactory; import org.apache.beam.sdk.transforms.Count; @@ -63,8 +63,21 @@ public class KafkaWordCountAvro { static final String TOKENIZER_PATTERN = "[^\\p{L}]+"; // Java pattern for letters + public interface KafkaStreamingOptions extends PipelineOptions { + /** + * By default, this example uses Playground's Kafka server. Set this option to different value + * to use your own Kafka server. + */ + @Description("Kafka server host") + @Default.String("kafka_server:9092") + String getKafkaHost(); + + void setKafkaHost(String value); + } + public static void main(String[] args) { - final PipelineOptions options = PipelineOptionsFactory.create(); + KafkaStreamingOptions options = + PipelineOptionsFactory.fromArgs(args).withValidation().as(KafkaStreamingOptions.class); final Pipeline p = Pipeline.create(options); final Map consumerConfig = new HashMap<>(); @@ -73,16 +86,12 @@ public static void main(String[] args) { p.apply( KafkaIO.read() .withBootstrapServers( - "kafka_server:9092") // The argument is hardcoded to a predefined value. Do not - // change it manually. It's replaced to the correct Kafka cluster address when code - // starts in backend. + options.getKafkaHost()) // Set KafkaHost pipeline option to redefine + // default value (valid for Playground environment) .withTopicPartitions( Collections.singletonList( new TopicPartition( - "dataset", - 0))) // The argument is hardcoded to a predefined value. Do not - // change it manually. It's replaced to the correct topic name when code starts in - // backend. + "CountWords", 0))) // Kafka topic is preloaded in Playground environment .withKeyDeserializer(LongDeserializer.class) .withValueDeserializer(StringDeserializer.class) .withConsumerConfigUpdates(consumerConfig) diff --git a/examples/java/src/main/java/org/apache/beam/examples/KafkaWordCountJson.java b/examples/java/src/main/java/org/apache/beam/examples/KafkaWordCountJson.java index 545354810c920..355614b43869c 100644 --- a/examples/java/src/main/java/org/apache/beam/examples/KafkaWordCountJson.java +++ b/examples/java/src/main/java/org/apache/beam/examples/KafkaWordCountJson.java @@ -19,22 +19,21 @@ // beam-playground: // name: KafkaWordCountJson -// description: Test example with Apache Kafka +// description: Read CountWords dataset (CountWords.json) from Kafka to count words // multifile: false -// context_line: 55 +// context_line: 65 // categories: -// - Filtering -// - Options +// - Emulated Data Source +// - IO // - Quickstart // complexity: MEDIUM // tags: -// - filter // - strings // - emulator // emulators: // - type: kafka // topic: -// id: dataset +// id: CountWords // source_dataset: CountWordsJson // datasets: // CountWordsJson: @@ -47,6 +46,8 @@ import org.apache.beam.sdk.Pipeline; import org.apache.beam.sdk.io.TextIO; import org.apache.beam.sdk.io.kafka.KafkaIO; +import org.apache.beam.sdk.options.Default; +import org.apache.beam.sdk.options.Description; import org.apache.beam.sdk.options.PipelineOptions; import org.apache.beam.sdk.options.PipelineOptionsFactory; import org.apache.beam.sdk.transforms.Count; @@ -63,8 +64,21 @@ public class KafkaWordCountJson { static final String TOKENIZER_PATTERN = "[^\\p{L}]+"; // Java pattern for letters + public interface KafkaStreamingOptions extends PipelineOptions { + /** + * By default, this example uses Playground's Kafka server. Set this option to different value + * to use your own Kafka server. + */ + @Description("Kafka server host") + @Default.String("kafka_server:9092") + String getKafkaHost(); + + void setKafkaHost(String value); + } + public static void main(String[] args) { - final PipelineOptions options = PipelineOptionsFactory.create(); + KafkaStreamingOptions options = + PipelineOptionsFactory.fromArgs(args).withValidation().as(KafkaStreamingOptions.class); final Pipeline p = Pipeline.create(options); final Map consumerConfig = new HashMap<>(); @@ -73,16 +87,12 @@ public static void main(String[] args) { p.apply( KafkaIO.read() .withBootstrapServers( - "kafka_server:9092") // The argument is hardcoded to a predefined value. Do not - // change it manually. It's replaced to the correct Kafka cluster address when code - // starts in backend. + options.getKafkaHost()) // Set KafkaHost pipeline option to redefine + // default value (valid for Playground environment) .withTopicPartitions( Collections.singletonList( new TopicPartition( - "dataset", - 0))) // The argument is hardcoded to a predefined value. Do not - // change it manually. It's replaced to the correct topic name when code starts in - // backend. + "CountWords", 0))) // Kafka topic is preloaded in Playground environment .withKeyDeserializer(LongDeserializer.class) .withValueDeserializer(StringDeserializer.class) .withConsumerConfigUpdates(consumerConfig) diff --git a/examples/java/src/main/java/org/apache/beam/examples/KeysExample.java b/examples/java/src/main/java/org/apache/beam/examples/KeysExample.java new file mode 100644 index 0000000000000..d851b1e8524b3 --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/KeysExample.java @@ -0,0 +1,78 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.Keys; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: Keys +// description: Demonstration of Keys transform usage. +// multifile: false +// default_example: false +// context_line: 46 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - pairs + +public class KeysExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + // Create key/value pairs + PCollection> pairs = + pipeline.apply( + Create.of(KV.of("one", 1), KV.of("two", 2), KV.of("three", 3), KV.of("four", 4))); + // Returns only the values of the collection: PCollection> -> + // PCollection + PCollection valuesOnly = pairs.apply(Keys.create()); + // [END main_section] + pairs.apply(ParDo.of(new LogOutput<>("PCollection element before Values.create transform: "))); + valuesOnly.apply( + ParDo.of(new LogOutput<>("PCollection element after Values.create transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/KvSwapExample.java b/examples/java/src/main/java/org/apache/beam/examples/KvSwapExample.java new file mode 100644 index 0000000000000..1b0fd2f7b520e --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/KvSwapExample.java @@ -0,0 +1,77 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.KvSwap; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: KvSwap +// description: Demonstration of KvSwap transform usage. +// multifile: false +// default_example: false +// context_line: 46 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - pairs + +public class KvSwapExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + // Create key/value pairs + PCollection> pairs = + pipeline.apply( + Create.of(KV.of("one", 1), KV.of("two", 2), KV.of("three", 3), KV.of("four", 4))); + // Returns KV collection with keys and values swapped: PCollection> -> + // PCollection> + PCollection> swap = pairs.apply(KvSwap.create()); + // [END main_section] + pairs.apply(ParDo.of(new LogOutput<>("PCollection element before KvSwap transform: "))); + swap.apply(ParDo.of(new LogOutput<>("PCollection element after KvSwap transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/LatestExample.java b/examples/java/src/main/java/org/apache/beam/examples/LatestExample.java new file mode 100644 index 0000000000000..7b214ff92b397 --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/LatestExample.java @@ -0,0 +1,92 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.Latest; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.WithTimestamps; +import org.apache.beam.sdk.values.PCollection; +import org.joda.time.Duration; +import org.joda.time.Instant; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: Latest +// description: Demonstration of Latest transform usage. +// multifile: false +// default_example: false +// context_line: 49 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - timestamps +// - latest + +public class LatestExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + + // [START main_section] + Instant baseInstant = Instant.now().minus(Duration.standardSeconds(10)); + + // Create collection + PCollection numbers = pipeline.apply(Create.of(5, 4, 3, 2, 1)); + + // Add Timestamps for elements based on elements values. Largest element will be + // the latest. + PCollection withTimestamps = + numbers.apply( + WithTimestamps.of(duration -> baseInstant.plus(Duration.standardSeconds(duration)))); + + // Get the latest element from collection without timestamps. It will vary from + // run to run + PCollection latest = numbers.apply(Latest.globally()); + + // Get the latest element from collection with timestamps. Should always be 5 + PCollection latestTimestamped = withTimestamps.apply(Latest.globally()); + // [END main_section] + + latest.apply(ParDo.of(new LogOutput<>("Latest element (without timestamps): "))); + latestTimestamped.apply(ParDo.of(new LogOutput<>("Latest element (with timestamps): "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/MapElementsExample.java b/examples/java/src/main/java/org/apache/beam/examples/MapElementsExample.java new file mode 100644 index 0000000000000..ff5a52c1b10da --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/MapElementsExample.java @@ -0,0 +1,84 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.MapElements; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.SimpleFunction; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: MapElements +// description: Demonstration of MapElements transform usage. +// multifile: false +// default_example: false +// context_line: 47 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - strings +// - map + +public class MapElementsExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + // Create collection of lowercase string + PCollection strings = pipeline.apply(Create.of("one", "two", "three", "four")); + // Transform strings to upper case + PCollection upperCaseStrings = + strings.apply( + MapElements.via( + new SimpleFunction() { + @Override + public String apply(String s) { + return s.toUpperCase(); + } + })); + // [END main_section] + strings.apply(ParDo.of(new LogOutput<>("PCollection element before MapElements transform: "))); + upperCaseStrings.apply( + ParDo.of(new LogOutput<>("PCollection element after MapElements transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/MaxExample.java b/examples/java/src/main/java/org/apache/beam/examples/MaxExample.java new file mode 100644 index 0000000000000..95c27592eeb59 --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/MaxExample.java @@ -0,0 +1,71 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.Max; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: Max +// description: Demonstration of Max transform usage. +// multifile: false +// default_example: false +// context_line: 45 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - numbers + +public class MaxExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + PCollection pc = pipeline.apply(Create.of(1.0, 2.0, 3.0, 4.0, 5.0)); + PCollection max = pc.apply(Max.globally()); + // [END main_section] + // Log values + max.apply(ParDo.of(new LogOutput<>("PCollection numbers after Max transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/MaxPerKeyExample.java b/examples/java/src/main/java/org/apache/beam/examples/MaxPerKeyExample.java new file mode 100644 index 0000000000000..8a0b599c75029 --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/MaxPerKeyExample.java @@ -0,0 +1,75 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.Max; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: MaxPerKey +// description: Demonstration of Max.perKey transform usage. +// multifile: false +// default_example: false +// context_line: 47 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - numbers +// - pairs + +public class MaxPerKeyExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + PCollection> input = + pipeline.apply( + Create.of(KV.of("a", 1), KV.of("a", 2), KV.of("b", 3), KV.of("b", 4), KV.of("b", 5))); + PCollection> maxPerKey = input.apply(Max.perKey()); + // [END main_section] + // Log values + maxPerKey.apply(ParDo.of(new LogOutput<>("PCollection numbers after Max transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/MeanExample.java b/examples/java/src/main/java/org/apache/beam/examples/MeanExample.java new file mode 100644 index 0000000000000..1084bf6fb8097 --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/MeanExample.java @@ -0,0 +1,71 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.Mean; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: Mean +// description: Demonstration of Mean transform usage. +// multifile: false +// default_example: false +// context_line: 45 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - numbers + +public class MeanExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + PCollection pc = pipeline.apply(Create.of(1.0, 2.0, 3.0, 4.0, 5.0)); + PCollection mean = pc.apply(Mean.globally()); + // [END main_section] + // Log values + mean.apply(ParDo.of(new LogOutput<>("PCollection numbers after Mean transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/MeanPerKeyExample.java b/examples/java/src/main/java/org/apache/beam/examples/MeanPerKeyExample.java new file mode 100644 index 0000000000000..6b853d599b5d3 --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/MeanPerKeyExample.java @@ -0,0 +1,75 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.Mean; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: MeanPerKey +// description: Demonstration of Mean.perKey transform usage. +// multifile: false +// default_example: false +// context_line: 47 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - numbers +// - pairs + +public class MeanPerKeyExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + PCollection> input = + pipeline.apply( + Create.of(KV.of("a", 1), KV.of("a", 2), KV.of("b", 3), KV.of("b", 4), KV.of("b", 5))); + PCollection> meanPerKey = input.apply(Mean.perKey()); + // [END main_section] + // Log values + meanPerKey.apply(ParDo.of(new LogOutput<>("PCollection numbers after Mean transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/MinExample.java b/examples/java/src/main/java/org/apache/beam/examples/MinExample.java new file mode 100644 index 0000000000000..f9fce309c0cbb --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/MinExample.java @@ -0,0 +1,71 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.Min; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: Min +// description: Demonstration of Min transform usage. +// multifile: false +// default_example: false +// context_line: 45 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - numbers + +public class MinExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + PCollection pc = pipeline.apply(Create.of(1.0, 2.0, 3.0, 4.0, 5.0)); + PCollection min = pc.apply(Min.globally()); + // [END main_section] + // Log values + min.apply(ParDo.of(new LogOutput<>("PCollection numbers after Min transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/MinPerKeyExample.java b/examples/java/src/main/java/org/apache/beam/examples/MinPerKeyExample.java new file mode 100644 index 0000000000000..6861e5e494654 --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/MinPerKeyExample.java @@ -0,0 +1,75 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.Min; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: MinPerKey +// description: Demonstration of Min.perKey transform usage. +// multifile: false +// default_example: false +// context_line: 47 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - numbers +// - pairs + +public class MinPerKeyExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + PCollection> input = + pipeline.apply( + Create.of(KV.of("a", 1), KV.of("a", 2), KV.of("b", 3), KV.of("b", 4), KV.of("b", 5))); + PCollection> minPerKey = input.apply(Min.perKey()); + // [END main_section] + // Log values + minPerKey.apply(ParDo.of(new LogOutput<>("PCollection numbers after Min transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/MinimalWordCount.java b/examples/java/src/main/java/org/apache/beam/examples/MinimalWordCount.java index 35f34768bee36..d7c03f5ef1fca 100644 --- a/examples/java/src/main/java/org/apache/beam/examples/MinimalWordCount.java +++ b/examples/java/src/main/java/org/apache/beam/examples/MinimalWordCount.java @@ -22,7 +22,7 @@ // description: An example that counts words in Shakespeare's works. // multifile: false // default_example: true -// context_line: 71 +// context_line: 78 // categories: // - Combiners // - Filtering @@ -77,11 +77,13 @@ public class MinimalWordCount { public static void main(String[] args) { + // [START create_pipeline_options] // Create a PipelineOptions object. This object lets us set various execution // options for our pipeline, such as the runner you wish to use. This example // will run with the DirectRunner by default, based on the class path configured // in its dependencies. PipelineOptions options = PipelineOptionsFactory.create(); + // [END create_pipeline_options] // In order to run your pipeline, you need to make following runner specific changes: // @@ -98,42 +100,62 @@ public static void main(String[] args) { // options.as(FlinkPipelineOptions.class) // .setRunner(FlinkRunner.class); + // [START create_pipeline] // Create the Pipeline object with the options we defined above Pipeline p = Pipeline.create(options); + // [END create_pipeline] // Concept #1: Apply a root transform to the pipeline; in this case, TextIO.Read to read a set // of input text files. TextIO.Read returns a PCollection where each element is one line from // the input text (a set of Shakespeare's texts). // This example reads from a public dataset containing the text of King Lear. + // [START read_input] p.apply(TextIO.read().from("gs://apache-beam-samples/shakespeare/kinglear.txt")) + // [END read_input] // Concept #2: Apply a FlatMapElements transform the PCollection of text lines. // This transform splits the lines in PCollection, where each element is an // individual word in Shakespeare's collected texts. + // [START extract_words] .apply( FlatMapElements.into(TypeDescriptors.strings()) .via((String line) -> Arrays.asList(line.split("[^\\p{L}]+")))) + // [END extract_words] + // We use a Filter transform to avoid empty word + // [START remove_empty_words] .apply(Filter.by((String word) -> !word.isEmpty())) + // [END remove_empty_words] + // Concept #3: Apply the Count transform to our PCollection of individual words. The Count // transform returns a new PCollection of key/value pairs, where each key represents a // unique word in the text. The associated value is the occurrence count for that word. + // [START count_words] .apply(Count.perElement()) + // [END count_words] + // Apply a MapElements transform that formats our PCollection of word counts into a // printable string, suitable for writing to an output file. + // [START format_output] .apply( MapElements.into(TypeDescriptors.strings()) .via( (KV wordCount) -> wordCount.getKey() + ": " + wordCount.getValue())) + // [END format_output] + // Concept #4: Apply a write transform, TextIO.Write, at the end of the pipeline. // TextIO.Write writes the contents of a PCollection (in this case, our PCollection of // formatted strings) to a series of text files. // // By default, it will write to a set of files with names like wordcounts-00001-of-00005 + // [START write_output] .apply(TextIO.write().to("wordcounts")); + // [END write_output] + // [START run_pipeline] p.run().waitUntilFinish(); + // [END run_pipeline] } } diff --git a/examples/java/src/main/java/org/apache/beam/examples/PartitionExample.java b/examples/java/src/main/java/org/apache/beam/examples/PartitionExample.java new file mode 100644 index 0000000000000..51e44daf5ae72 --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/PartitionExample.java @@ -0,0 +1,200 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import java.io.ByteArrayOutputStream; +import java.io.IOException; +import java.io.InputStream; +import java.io.OutputStream; +import java.nio.charset.StandardCharsets; +import java.util.Collections; +import java.util.List; +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.coders.Coder; +import org.apache.beam.sdk.coders.CoderProvider; +import org.apache.beam.sdk.coders.CoderProviders; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.Partition; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.PCollectionList; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: PartitionPercentile +// description: Demonstration of Partition transform usage. +// multifile: false +// default_example: false +// context_line: 58 +// categories: +// - Core Transforms +// - Coders +// complexity: MEDIUM +// tags: +// - transforms +// - partitions +// - coders + +public class PartitionExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + + CoderProvider coderProvider = + CoderProviders.fromStaticMethods(Student.class, StudentCoder.class); + pipeline.getCoderRegistry().registerCoderProvider(coderProvider); + // [START main_section] + // Provide an int value with the desired number of result partitions, and a + // PartitionFn that represents the + // partitioning function. In this example, we define the PartitionFn in-line. + // Returns a PCollectionList + // containing each of the resulting partitions as individual PCollection + // objects. + PCollection students = + pipeline.apply( + Create.of( + Student.of("Amy", 88), + Student.of("Bob", 87), + Student.of("Chris", 49), + Student.of("Dylan", 62), + Student.of("Ellen", 78), + Student.of("Francis", 53), + Student.of("Gagan", 43), + Student.of("Holly", 59), + Student.of("Irene", 22), + Student.of("Jack", 19), + Student.of("Kelly", 74), + Student.of("Loris", 43), + Student.of("Megan", 13), + Student.of("Nemo", 97), + Student.of("Omar", 50), + Student.of("Patty", 58), + Student.of("Qi", 31), + Student.of("Raj", 40), + Student.of("Sandy", 20), + Student.of("Tina", 0), + Student.of("Uma", 97), + Student.of("Vicky", 41), + Student.of("Wendy", 62), + Student.of("Xin", 59), + Student.of("Yvonne", 57), + Student.of("Zane", 89))); + // Split students up into 10 partitions, by percentile: + PCollectionList studentsByPercentile = + students.apply( + Partition.of( + 10, + new Partition.PartitionFn() { + @Override + public int partitionFor(Student student, int numPartitions) { + return student.getPercentile() // 0..99 + * numPartitions + / 100; + } + })); + + // You can extract each partition from the PCollectionList using the get method, + // as follows: + PCollection fortiethPercentile = studentsByPercentile.get(4); + // [END main_section] + fortiethPercentile.apply(ParDo.of(new LogOutput<>("Fortieth percentile: "))); + pipeline.run(); + } + + static class Student { + private Student() {} + + private String name = ""; + private int percentile; + + public String getName() { + return name; + } + + public int getPercentile() { + return percentile; + } + + public static Student of(String name, int percentile) { + Student student = new Student(); + student.name = name; + student.percentile = percentile; + return student; + } + + @Override + public String toString() { + return name + " (" + percentile + ")"; + } + } + + static class StudentCoder extends Coder { + public static StudentCoder of() { + return new StudentCoder(); + } + + @Override + public void encode(Student student, OutputStream outStream) throws IOException { + String serializableStudent = student.getName() + "," + student.getPercentile(); + outStream.write(serializableStudent.getBytes(StandardCharsets.UTF_8)); + } + + @Override + public Student decode(InputStream inStream) throws IOException { + ByteArrayOutputStream buffer = new ByteArrayOutputStream(); + + int nRead; + byte[] data = new byte[1024]; + + while ((nRead = inStream.read(data, 0, data.length)) != -1) { + buffer.write(data, 0, nRead); + } + + String serializableStudent = buffer.toString(StandardCharsets.UTF_8.name()); + String[] fields = serializableStudent.split(",", -1); + return Student.of(fields[0], Integer.parseInt(fields[1])); + } + + @Override + public List> getCoderArguments() { + return Collections.emptyList(); + } + + @Override + public void verifyDeterministic() {} + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/RegexExample.java b/examples/java/src/main/java/org/apache/beam/examples/RegexExample.java new file mode 100644 index 0000000000000..e5ee02224697d --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/RegexExample.java @@ -0,0 +1,83 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.Regex; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: Regex +// description: Demonstration of Regex transform usage. +// multifile: false +// default_example: false +// context_line: 46 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - strings +// - regex + +public class RegexExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + // Create a collection with strings + PCollection emails = + pipeline.apply( + Create.of( + "johndoe@gmail.com", + "sarahsmith@yahoo.com", + "mikebrown@outlook.com", + "amandajohnson", + "davidlee", + "emilyrodriguez")); + + // Take only strings which match the email regex + PCollection result = + emails.apply(Regex.matches("([a-zA-Z0-9._%-]+@[a-zA-Z0-9.-]+\\.[a-zA-Z]{2,6})")); + // [END main_section] + result.apply(ParDo.of(new LogOutput<>("PCollection after Regex transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/SampleExample.java b/examples/java/src/main/java/org/apache/beam/examples/SampleExample.java new file mode 100644 index 0000000000000..5d920a3851d46 --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/SampleExample.java @@ -0,0 +1,84 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.Sample; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: Sample +// description: Demonstration of Sample transform usage. +// multifile: false +// default_example: false +// context_line: 47 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - pairs +// - group + +public class SampleExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + // Create pairs + PCollection> pairs = + pipeline.apply( + Create.of( + KV.of("fall", "apple"), + KV.of("spring", "strawberry"), + KV.of("winter", "orange"), + KV.of("summer", "peach"), + KV.of("spring", "cherry"), + KV.of("fall", "pear"))); + // We use Sample.fixedSizePerKey() to get fixed-size random samples for each + // unique key in a PCollection of key-values. + PCollection>> result = pairs.apply(Sample.fixedSizePerKey(2)); + // [END main_section] + result.apply( + ParDo.of(new LogOutput<>("PCollection pairs after Sample.fixedSizePerKey transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/SumExample.java b/examples/java/src/main/java/org/apache/beam/examples/SumExample.java new file mode 100644 index 0000000000000..b52557fddbdaf --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/SumExample.java @@ -0,0 +1,71 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.Sum; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: Sum +// description: Demonstration of Sum transform usage. +// multifile: false +// default_example: false +// context_line: 45 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - numbers + +public class SumExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + PCollection pc = pipeline.apply(Create.of(1.0, 2.0, 3.0, 4.0, 5.0)); + PCollection sum = pc.apply(Sum.doublesGlobally()); + // [END main_section] + // Log values + sum.apply(ParDo.of(new LogOutput<>("PCollection numbers after Sum transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/SumPerKeyExample.java b/examples/java/src/main/java/org/apache/beam/examples/SumPerKeyExample.java new file mode 100644 index 0000000000000..e3a3123140177 --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/SumPerKeyExample.java @@ -0,0 +1,75 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.Sum; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: SumPerKey +// description: Demonstration of Sum.integersPerKey transform usage. +// multifile: false +// default_example: false +// context_line: 47 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - numbers +// - pairs + +public class SumPerKeyExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + PCollection> input = + pipeline.apply( + Create.of(KV.of("a", 1), KV.of("a", 2), KV.of("b", 3), KV.of("b", 4), KV.of("b", 5))); + PCollection> sumPerKey = input.apply(Sum.integersPerKey()); + // [END main_section] + // Log values + sumPerKey.apply(ParDo.of(new LogOutput<>("PCollection numbers after Sum transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/ToStringExample.java b/examples/java/src/main/java/org/apache/beam/examples/ToStringExample.java new file mode 100644 index 0000000000000..276f1754fbb39 --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/ToStringExample.java @@ -0,0 +1,82 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.ToString; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: ToString +// description: Demonstration of ToString transform usage. +// multifile: false +// default_example: false +// context_line: 46 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - pairs + +public class ToStringExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + // Create key-value pairs + PCollection> pairs = + pipeline.apply( + Create.of( + KV.of("fall", "apple"), + KV.of("spring", "strawberry"), + KV.of("winter", "orange"), + KV.of("summer", "peach"), + KV.of("spring", "cherry"), + KV.of("fall", "pear"))); + // Use ToString on key-value pairs + PCollection result = pairs.apply(ToString.kvs()); + // [END main_section] + result.apply( + ParDo.of(new LogOutput<>("PCollection key-value pairs after ToString transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/TopExample.java b/examples/java/src/main/java/org/apache/beam/examples/TopExample.java new file mode 100644 index 0000000000000..6be6bca68086d --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/TopExample.java @@ -0,0 +1,72 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import java.util.List; +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.Top; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: Top +// description: Demonstration of Top transform usage. +// multifile: false +// default_example: false +// context_line: 46 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - numbers + +public class TopExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + // Create numbers + PCollection input = pipeline.apply(Create.of(1, 2, 3, 4, 5, 6)); + PCollection> result = input.apply(Top.largest(3)); + // [END main_section] + result.apply(ParDo.of(new LogOutput<>("Three largest numbers: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/ValuesExample.java b/examples/java/src/main/java/org/apache/beam/examples/ValuesExample.java new file mode 100644 index 0000000000000..2b5ecd3aa3be2 --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/ValuesExample.java @@ -0,0 +1,78 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.Values; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: Values +// description: Demonstration of Values transform usage. +// multifile: false +// default_example: false +// context_line: 46 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - pairs + +public class ValuesExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + // Create key/value pairs + PCollection> pairs = + pipeline.apply( + Create.of(KV.of("one", 1), KV.of("two", 2), KV.of("three", 3), KV.of("four", 4))); + // Returns only the values of the collection: PCollection> -> + // PCollection + PCollection valuesOnly = pairs.apply(Values.create()); + // [END main_section] + pairs.apply(ParDo.of(new LogOutput<>("PCollection element before Values.create transform: "))); + valuesOnly.apply( + ParDo.of(new LogOutput<>("PCollection element after Values.create transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/ViewExample.java b/examples/java/src/main/java/org/apache/beam/examples/ViewExample.java new file mode 100644 index 0000000000000..2c44eff3b4e3f --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/ViewExample.java @@ -0,0 +1,120 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import java.util.Map; +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.View; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.PCollectionView; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: View +// description: Demonstration of View transform usage. +// multifile: false +// default_example: false +// context_line: 49 +// categories: +// - Core Transforms +// complexity: MEDIUM +// tags: +// - transforms +// - views +// - pairs + +public class ViewExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.fromArgs(args).create(); + Pipeline pipeline = Pipeline.create(options); + + // [START main_section] + // List of elements + PCollection> citiesToCountries = + pipeline.apply( + "Cities and Countries", + Create.of( + KV.of("Beijing", "China"), + KV.of("London", "United Kingdom"), + KV.of("San Francisco", "United States"), + KV.of("Singapore", "Singapore"), + KV.of("Sydney", "Australia"))); + + PCollectionView> citiesToCountriesView = + citiesToCountries.apply(View.asMap()); + + PCollection> persons = + pipeline.apply( + "Persons", + Create.of( + KV.of("Henry", "Singapore"), + KV.of("Jane", "San Francisco"), + KV.of("Lee", "Beijing"), + KV.of("John", "Sydney"), + KV.of("Alfred", "London"))); + + PCollection> output = + persons.apply( + ParDo.of( + new DoFn, KV>() { + // Get city from person and get from city view + @ProcessElement + public void processElement( + @Element KV person, + OutputReceiver> out, + ProcessContext context) { + Map citiesToCountries = + context.sideInput(citiesToCountriesView); + String city = person.getValue(); + String country = citiesToCountries.get(city); + if (country == null) { + country = "Unknown"; + } + out.output(KV.of(person.getKey(), country)); + } + }) + .withSideInputs(citiesToCountriesView)); + // [END main_section] + + output.apply("Log", ParDo.of(new LogOutput<>("Output: "))); + + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/WindowExample.java b/examples/java/src/main/java/org/apache/beam/examples/WindowExample.java new file mode 100644 index 0000000000000..b143d5871aa67 --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/WindowExample.java @@ -0,0 +1,95 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples; + +import java.util.Arrays; +import java.util.List; +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Count; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.windowing.FixedWindows; +import org.apache.beam.sdk.transforms.windowing.Window; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.joda.time.Duration; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: Window +// description: Demonstration of Window transform usage. +// multifile: false +// default_example: false +// context_line: 54 +// categories: +// - Core Transforms +// - Windowing +// complexity: BASIC +// tags: +// - transforms +// - strings +// - timestamps +// - windows + +public class WindowExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + + // [START main_section] + // Create some input data with timestamps + List inputData = Arrays.asList("foo", "bar", "foo", "foo"); + List timestamps = + Arrays.asList( + Duration.standardSeconds(15).getMillis(), + Duration.standardSeconds(30).getMillis(), + Duration.standardSeconds(45).getMillis(), + Duration.standardSeconds(90).getMillis()); + + // Create a PCollection from the input data with timestamps + PCollection items = pipeline.apply(Create.timestamped(inputData, timestamps)); + + // Create a windowed PCollection + PCollection windowedItems = + items.apply(Window.into(FixedWindows.of(Duration.standardMinutes(1)))); + + PCollection> windowedCounts = windowedItems.apply(Count.perElement()); + // [END main_section] + windowedCounts.apply(ParDo.of(new LogOutput<>("PCollection elements after Count transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/main/java/org/apache/beam/examples/WindowedWordCount.java b/examples/java/src/main/java/org/apache/beam/examples/WindowedWordCount.java index 4091d36a66f88..3d67f28e9f107 100644 --- a/examples/java/src/main/java/org/apache/beam/examples/WindowedWordCount.java +++ b/examples/java/src/main/java/org/apache/beam/examples/WindowedWordCount.java @@ -21,9 +21,8 @@ // name: WindowedWordCount // description: An example that counts words in text, and can run over either // unbounded or bounded input collections. -// multifile: true // pipeline_options: --output output.txt -// context_line: 103 +// context_line: 245 // categories: // - Combiners // - Options diff --git a/examples/java/src/main/java/org/apache/beam/examples/WordCount.java b/examples/java/src/main/java/org/apache/beam/examples/WordCount.java index c1b688471194c..3d8e122183680 100644 --- a/examples/java/src/main/java/org/apache/beam/examples/WordCount.java +++ b/examples/java/src/main/java/org/apache/beam/examples/WordCount.java @@ -22,7 +22,7 @@ // description: An example that counts words in Shakespeare's works. // multifile: false // pipeline_options: --output output.txt -// context_line: 95 +// context_line: 204 // categories: // - Combiners // - Options @@ -103,6 +103,7 @@ public class WordCount { * statically out-of-line. This DoFn tokenizes lines of text into individual words; we pass it to * a ParDo in the pipeline. */ + // [START extract_words_fn] static class ExtractWordsFn extends DoFn { private final Counter emptyLines = Metrics.counter(ExtractWordsFn.class, "emptyLines"); private final Distribution lineLenDist = @@ -126,6 +127,7 @@ public void processElement(@Element String element, OutputReceiver recei } } } + // [END extract_words_fn] /** A SimpleFunction that converts a Word and Count into a printable string. */ public static class FormatAsTextFn extends SimpleFunction, String> { @@ -143,6 +145,7 @@ public String apply(KV input) { * Count) as a reusable PTransform subclass. Using composite transforms allows for easy reuse, * modular testing, and an improved monitoring experience. */ + // [START count_words] public static class CountWords extends PTransform, PCollection>> { @Override @@ -157,6 +160,7 @@ public PCollection> expand(PCollection lines) { return wordCounts; } } + // [END count_words] /** * Options supported by {@link WordCount}. @@ -167,6 +171,7 @@ public PCollection> expand(PCollection lines) { * *

Inherits standard configuration options. */ + // [START wordcount_options] public interface WordCountOptions extends PipelineOptions { /** @@ -186,6 +191,7 @@ public interface WordCountOptions extends PipelineOptions { void setOutput(String value); } + // [END wordcount_options] static void runWordCount(WordCountOptions options) { Pipeline p = Pipeline.create(options); diff --git a/examples/java/src/main/java/org/apache/beam/examples/complete/TfIdf.java b/examples/java/src/main/java/org/apache/beam/examples/complete/TfIdf.java index be0067ba9a674..309834a4b6c31 100644 --- a/examples/java/src/main/java/org/apache/beam/examples/complete/TfIdf.java +++ b/examples/java/src/main/java/org/apache/beam/examples/complete/TfIdf.java @@ -23,7 +23,7 @@ // GCS prefix. // multifile: true // pipeline_options: --output output.txt -// context_line: 97 +// context_line: 447 // categories: // - Combiners // - Options diff --git a/examples/java/src/main/java/org/apache/beam/examples/complete/TopWikipediaSessions.java b/examples/java/src/main/java/org/apache/beam/examples/complete/TopWikipediaSessions.java index cc75fee5c3189..75d7e2febb5b1 100644 --- a/examples/java/src/main/java/org/apache/beam/examples/complete/TopWikipediaSessions.java +++ b/examples/java/src/main/java/org/apache/beam/examples/complete/TopWikipediaSessions.java @@ -24,7 +24,7 @@ // each month. // multifile: true // pipeline_options: --output output.txt -// context_line: 84 +// context_line: 236 // categories: // - Combiners // - Options diff --git a/examples/java/src/main/java/org/apache/beam/examples/complete/TrafficMaxLaneFlow.java b/examples/java/src/main/java/org/apache/beam/examples/complete/TrafficMaxLaneFlow.java index d3e5144d53388..6f75e2e03d991 100644 --- a/examples/java/src/main/java/org/apache/beam/examples/complete/TrafficMaxLaneFlow.java +++ b/examples/java/src/main/java/org/apache/beam/examples/complete/TrafficMaxLaneFlow.java @@ -23,7 +23,7 @@ // window, it finds the lane that had the highest flow recorded, for each sensor station. // It writes those max values along with auxiliary info to a BigQuery table. // multifile: true -// context_line: 92 +// context_line: 402 // categories: // - Combiners // - Streaming diff --git a/examples/java/src/main/java/org/apache/beam/examples/complete/TrafficRoutes.java b/examples/java/src/main/java/org/apache/beam/examples/complete/TrafficRoutes.java index 4705d461f3c9f..8a9cdcecf4ef4 100644 --- a/examples/java/src/main/java/org/apache/beam/examples/complete/TrafficRoutes.java +++ b/examples/java/src/main/java/org/apache/beam/examples/complete/TrafficRoutes.java @@ -24,7 +24,7 @@ // of predefined 'routes', and looks for 'slowdowns' in those routes. It writes its // results to a BigQuery table. // multifile: true -// context_line: 97 +// context_line: 399 // categories: // - Combiners // - Streaming diff --git a/examples/java/src/main/java/org/apache/beam/examples/complete/game/injector/InjectorUtils.java b/examples/java/src/main/java/org/apache/beam/examples/complete/game/injector/InjectorUtils.java index dbefed2b7cc30..4713d15a05c2d 100644 --- a/examples/java/src/main/java/org/apache/beam/examples/complete/game/injector/InjectorUtils.java +++ b/examples/java/src/main/java/org/apache/beam/examples/complete/game/injector/InjectorUtils.java @@ -47,7 +47,7 @@ public static Pubsub getClient(final HttpTransport httpTransport, final JsonFact } if (credential.getClientAuthentication() != null) { System.out.println( - "\n***Warning! You are not using service account credentials to " + "\n***Error! You are not using service account credentials to " + "authenticate.\nYou need to use service account credentials for this example," + "\nsince user-level credentials do not have enough pubsub quota,\nand so you will run " + "out of PubSub quota very quickly.\nSee " diff --git a/examples/java/src/main/java/org/apache/beam/examples/cookbook/DistinctExample.java b/examples/java/src/main/java/org/apache/beam/examples/cookbook/DistinctExample.java index 3d1025ba62e40..2876ddd817322 100644 --- a/examples/java/src/main/java/org/apache/beam/examples/cookbook/DistinctExample.java +++ b/examples/java/src/main/java/org/apache/beam/examples/cookbook/DistinctExample.java @@ -24,7 +24,7 @@ // duplicate lines across all the files. // multifile: false // pipeline_options: --output output.txt -// context_line: 65 +// context_line: 102 // categories: // - Filtering // - Options diff --git a/examples/java/src/main/java/org/apache/beam/examples/cookbook/MinimalBigQueryTornadoes.java b/examples/java/src/main/java/org/apache/beam/examples/cookbook/MinimalBigQueryTornadoes.java new file mode 100644 index 0000000000000..43654ea4a05ba --- /dev/null +++ b/examples/java/src/main/java/org/apache/beam/examples/cookbook/MinimalBigQueryTornadoes.java @@ -0,0 +1,142 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples.cookbook; + +import com.google.api.services.bigquery.model.TableRow; +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.io.TextIO; +import org.apache.beam.sdk.io.gcp.bigquery.BigQueryIO; +import org.apache.beam.sdk.io.gcp.bigquery.BigQueryIO.TypedRead; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Count; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.Lists; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: MinimalBigQueryTornadoes +// description: An example that reads the public samples of weather data from BigQuery. +// multifile: false +// never_run: true +// always_run: true +// default_example: false +// pipeline_options: --project apache-beam-testing +// context_line: 102 +// categories: +// - Filtering +// - IO +// - Core Transforms +// complexity: BASIC +// tags: +// - filter +// - bigquery +// - strings + +/** + * An example that reads the public samples of weather data from BigQuery, counts the number of + * tornadoes that occur in each month, and writes the results to BigQuery. + * + *

Concepts: Reading/writing BigQuery; counting a PCollection; user-defined PTransforms + * + *

The BigQuery input is taken from {@code clouddataflow-readonly:samples.weather_stations} + */ +public class MinimalBigQueryTornadoes { + private static final Logger LOG = LoggerFactory.getLogger(MinimalBigQueryTornadoes.class); + + // Use a 1000 row subset of the public weather station table publicdata:samples.gsod. + private static final String WEATHER_SAMPLES_TABLE = + "clouddataflow-readonly:samples.weather_stations"; + + /** + * Examines each row in the input table. If a tornado was recorded in that sample, the month in + * which it occurred is output. + */ + static class ExtractTornadoesFn extends DoFn { + @ProcessElement + public void processElement(ProcessContext c) { + TableRow row = c.element(); + if ((Boolean) row.get("tornado")) { + c.output(Integer.parseInt((String) row.get("month"))); + } + } + } + + /** + * Prepares the data for writing to BigQuery by building a TableRow object containing an integer + * representation of month and the number of tornadoes that occurred in each month. + */ + static class FormatCountsFn extends DoFn, String> { + @ProcessElement + public void processElement(ProcessContext c) { + c.output(c.element().getKey() + ": " + c.element().getValue()); + } + } + + public static void applyBigQueryTornadoes(Pipeline p) { + TypedRead bigqueryIO = + BigQueryIO.readTableRows() + .from(WEATHER_SAMPLES_TABLE) + .withMethod(TypedRead.Method.DIRECT_READ) + .withSelectedFields(Lists.newArrayList("month", "tornado")); + + PCollection rowsFromBigQuery = p.apply(bigqueryIO); + + rowsFromBigQuery + // Extract rows which include information on tornadoes per month. + .apply(ParDo.of(new ExtractTornadoesFn())) + // Count the number of times each month appears in the data. + .apply(Count.perElement()) + // Format each month and count into a printable string. + .apply(ParDo.of(new FormatCountsFn())) + // Write the formatted results to the log. + .apply(ParDo.of(new LogOutput<>("Result: "))) + // Write the formatted results to a file. + .apply(TextIO.write().to("tornadoes")); + } + + public static void runBigQueryTornadoes(PipelineOptions options) { + Pipeline p = Pipeline.create(options); + applyBigQueryTornadoes(p); + p.run().waitUntilFinish(); + } + + public static void main(String[] args) { + PipelineOptions options = + PipelineOptionsFactory.fromArgs(args).withValidation().as(PipelineOptions.class); + runBigQueryTornadoes(options); + } + + static class LogOutput extends DoFn { + private final String prefix; + + LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/examples/java/src/test/java/org/apache/beam/examples/complete/TfIdfTest.java b/examples/java/src/test/java/org/apache/beam/examples/complete/TfIdfTest.java index 4223ce43c4dea..2190f35b05efb 100644 --- a/examples/java/src/test/java/org/apache/beam/examples/complete/TfIdfTest.java +++ b/examples/java/src/test/java/org/apache/beam/examples/complete/TfIdfTest.java @@ -17,19 +17,6 @@ */ package org.apache.beam.examples.complete; -// beam-playground: -// name: TfIdfTest -// description: Unit-test for the TfIdf example. -// multifile: false -// context_line: 45 -// categories: -// - Side Input -// - Flatten -// complexity: BASIC -// tags: -// - tfidf -// - test - import java.net.URI; import java.util.Arrays; import org.apache.beam.sdk.coders.StringDelegateCoder; diff --git a/examples/java/src/test/java/org/apache/beam/examples/complete/game/GameStatsTest.java b/examples/java/src/test/java/org/apache/beam/examples/complete/game/GameStatsTest.java index 48d308f4fe442..33d3c56994770 100644 --- a/examples/java/src/test/java/org/apache/beam/examples/complete/game/GameStatsTest.java +++ b/examples/java/src/test/java/org/apache/beam/examples/complete/game/GameStatsTest.java @@ -17,19 +17,6 @@ */ package org.apache.beam.examples.complete.game; -// beam-playground: -// name: GameStatsTest -// description: Unit-test for the GameStats example. -// multifile: false -// context_line: 51 -// categories: -// - Testing -// - Filtering -// complexity: BASIC -// tags: -// - tfidf -// - test - import java.io.Serializable; import java.util.Arrays; import java.util.List; diff --git a/examples/java/src/test/java/org/apache/beam/examples/cookbook/DistinctExampleTest.java b/examples/java/src/test/java/org/apache/beam/examples/cookbook/DistinctExampleTest.java index 8e5b139b53406..988a492ad4a93 100644 --- a/examples/java/src/test/java/org/apache/beam/examples/cookbook/DistinctExampleTest.java +++ b/examples/java/src/test/java/org/apache/beam/examples/cookbook/DistinctExampleTest.java @@ -17,19 +17,6 @@ */ package org.apache.beam.examples.cookbook; -// beam-playground: -// name: DistinctExampleTest -// description: Unit-test for the DistinctExample example. -// multifile: false -// context_line: 45 -// categories: -// - Core Transforms -// - Filtering -// complexity: BASIC -// tags: -// - distinct -// - test - import java.util.Arrays; import java.util.List; import org.apache.beam.sdk.coders.StringUtf8Coder; diff --git a/examples/java/src/test/java/org/apache/beam/examples/cookbook/MinimalBigQueryTornadoesTest.java b/examples/java/src/test/java/org/apache/beam/examples/cookbook/MinimalBigQueryTornadoesTest.java new file mode 100644 index 0000000000000..6591f03adb370 --- /dev/null +++ b/examples/java/src/test/java/org/apache/beam/examples/cookbook/MinimalBigQueryTornadoesTest.java @@ -0,0 +1,82 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package org.apache.beam.examples.cookbook; + +import com.google.api.services.bigquery.model.TableRow; +import org.apache.beam.examples.cookbook.MinimalBigQueryTornadoes.ExtractTornadoesFn; +import org.apache.beam.examples.cookbook.MinimalBigQueryTornadoes.FormatCountsFn; +import org.apache.beam.sdk.testing.PAssert; +import org.apache.beam.sdk.testing.TestPipeline; +import org.apache.beam.sdk.testing.ValidatesRunner; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.TypeDescriptor; +import org.apache.beam.vendor.guava.v26_0_jre.com.google.common.collect.ImmutableList; +import org.junit.Rule; +import org.junit.Test; +import org.junit.experimental.categories.Category; +import org.junit.runner.RunWith; +import org.junit.runners.JUnit4; + +/** Test case for {@link MinimalBigQueryTornadoes}. */ +@RunWith(JUnit4.class) +public class MinimalBigQueryTornadoesTest { + @Rule public TestPipeline p = TestPipeline.create(); + + @Test + @Category(ValidatesRunner.class) + public void testExtractTornadoes() { + TableRow row = new TableRow().set("month", "6").set("tornado", true); + PCollection input = p.apply(Create.of(ImmutableList.of(row))); + PCollection result = input.apply(ParDo.of(new ExtractTornadoesFn())); + PAssert.that(result).containsInAnyOrder(6); + p.run().waitUntilFinish(); + } + + @Test + @Category(ValidatesRunner.class) + public void testNoTornadoes() { + TableRow row = new TableRow().set("month", 6).set("tornado", false); + PCollection inputs = p.apply(Create.of(ImmutableList.of(row))); + PCollection result = inputs.apply(ParDo.of(new ExtractTornadoesFn())); + PAssert.that(result).empty(); + p.run().waitUntilFinish(); + } + + @Test + @Category(ValidatesRunner.class) + public void testEmpty() { + PCollection> inputs = + p.apply(Create.empty(new TypeDescriptor>() {})); + PCollection result = inputs.apply(ParDo.of(new FormatCountsFn())); + PAssert.that(result).empty(); + p.run().waitUntilFinish(); + } + + @Test + @Category(ValidatesRunner.class) + public void testFormatCounts() { + PCollection> inputs = + p.apply(Create.of(KV.of(3, 0L), KV.of(4, Long.MAX_VALUE), KV.of(5, Long.MIN_VALUE))); + PCollection result = inputs.apply(ParDo.of(new FormatCountsFn())); + PAssert.that(result).containsInAnyOrder("3: 0", "4: " + Long.MAX_VALUE, "5: " + Long.MIN_VALUE); + p.run().waitUntilFinish(); + } +} diff --git a/examples/notebooks/beam-ml/image_processing_tensorflow.ipynb b/examples/notebooks/beam-ml/image_processing_tensorflow.ipynb new file mode 100644 index 0000000000000..0914653f1de85 --- /dev/null +++ b/examples/notebooks/beam-ml/image_processing_tensorflow.ipynb @@ -0,0 +1,951 @@ +{ + "cells": [ + { + "cell_type": "code", + "source": [ + "# @title ###### Licensed to the Apache Software Foundation (ASF), Version 2.0 (the \"License\")\n", + "\n", + "# Licensed to the Apache Software Foundation (ASF) under one\n", + "# or more contributor license agreements. See the NOTICE file\n", + "# distributed with this work for additional information\n", + "# regarding copyright ownership. The ASF licenses this file\n", + "# to you under the Apache License, Version 2.0 (the\n", + "# \"License\"); you may not use this file except in compliance\n", + "# with the License. You may obtain a copy of the License at\n", + "#\n", + "# http://www.apache.org/licenses/LICENSE-2.0\n", + "#\n", + "# Unless required by applicable law or agreed to in writing,\n", + "# software distributed under the License is distributed on an\n", + "# \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n", + "# KIND, either express or implied. See the License for the\n", + "# specific language governing permissions and limitations\n", + "# under the License" + ], + "metadata": { + "id": "NsNImDL8TGM1" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "# Image Processing using Apache Beam\n", + "\n", + "\n", + " \n", + " \n", + "
\n", + " Run in Google Colab\n", + " \n", + " View source on GitHub\n", + "
\n", + "\n" + ], + "metadata": { + "id": "SwN0Rj4cJSg5" + } + }, + { + "cell_type": "markdown", + "source": [ + "Image Processing is a machine learning technique to read, analyze and extract meaningful information from images. It involves multiple steps such as applying various preprocessing fuctions, getting predictions from a model, storing the predictions in a useful format, etc. Apache Beam is a suitable tool to handle these tasks and build a structured workflow. This notebook demonstrates the use of Apache Beam in image processing and performs the following:\n", + "* Import and preprocess the CIFAR-10 dataset\n", + "* Train a TensorFlow model to classify images\n", + "* Store the model in Google Cloud and create a model handler\n", + "* Build a Beam pipeline to:\n", + " 1. Create a [PCollection]('https://beam.apache.org/documentation/programming-guide/#pcollections') of input images\n", + " 2. Perform preprocessing [transforms]('https://beam.apache.org/documentation/programming-guide/#transforms')\n", + " 3. RunInference to get predictions from the previously trained model\n", + " 4. Store the results\n", + "\n", + "For more information on using Apache Beam for machine learning, have a look at [AI/ML Pipelines using Beam]('https://beam.apache.org/documentation/ml/overview/')." + ], + "metadata": { + "id": "yxLoBQxocAOv" + } + }, + { + "cell_type": "markdown", + "metadata": { + "id": "OSZrRmHl9NQY" + }, + "source": [ + "## Installing Apache Beam" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "MO7iNmvkBdA5", + "outputId": "6c76e29d-3c70-4c3e-aca2-7cc1dcd167a1" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m14.3/14.3 MB\u001b[0m \u001b[31m28.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m89.7/89.7 kB\u001b[0m \u001b[31m8.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25h Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m137.0/137.0 kB\u001b[0m \u001b[31m15.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m152.0/152.0 kB\u001b[0m \u001b[31m14.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25h Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.6/2.6 MB\u001b[0m \u001b[31m44.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m648.9/648.9 kB\u001b[0m \u001b[31m46.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.7/2.7 MB\u001b[0m \u001b[31m84.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25h Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m283.7/283.7 kB\u001b[0m \u001b[31m27.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25h Building wheel for crcmod (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + " Building wheel for dill (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + " Building wheel for docopt (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m307.5/307.5 kB\u001b[0m \u001b[31m7.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m152.8/152.8 kB\u001b[0m \u001b[31m16.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m138.3/138.3 kB\u001b[0m \u001b[31m13.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25h Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m798.7/798.7 kB\u001b[0m \u001b[31m24.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.6/1.6 MB\u001b[0m \u001b[31m46.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m2.1/2.1 MB\u001b[0m \u001b[31m60.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25h Building wheel for timeloop (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n", + "google-colab 1.0.0 requires ipykernel==5.5.6, but you have ipykernel 6.23.2 which is incompatible.\n", + "google-colab 1.0.0 requires ipython==7.34.0, but you have ipython 8.14.0 which is incompatible.\u001b[0m\u001b[31m\n", + "\u001b[0m" + ] + } + ], + "source": [ + "!pip install apache_beam --quiet\n", + "!pip install apache-beam[interactive] --quiet" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "45mf7oHu9XbI" + }, + "source": [ + "## Importing necessary libraries\n", + "Here is a brief overview of the uses of each library imported:\n", + "* **NumPy**: Multidimensional numpy arrays are used to store images, and the library also allows performing various operations on them.\n", + "* **Matplotlib**: Displays images stored in numpy array format.\n", + "* **TensorFlow**: Trains a machine learning model.\n", + "* **TFModelHandlerNumpy**: Defines the configuration used to load/use the model that we train. We use `TFModelHandlerNumpy` because the model was trained with TensorFlow and takes numpy arrays as input.\n", + "* **RunInference**: Loads the model and obtains predictions as part of the Apache Beam pipeline. For more information, see [docs on prediction and inference](https://beam.apache.org/documentation/ml/inference-overview/).\n", + "* **Apache Beam**: Builds a pipeline for Image Processing." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "z5_PUeZgOygU" + }, + "outputs": [], + "source": [ + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import tensorflow as tf\n", + "from apache_beam.ml.inference.tensorflow_inference import TFModelHandlerNumpy\n", + "from apache_beam.ml.inference.base import RunInference\n", + "import apache_beam as beam" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "x3tSAqP7R2rZ" + }, + "source": [ + "## CIFAR-10 Dataset\n", + "CIFAR-10 is a popular dataset used for multiclass object classification.\n", + "It has 60,000 images of the following 10 categories:\n", + "\n", + "* airplane\n", + "* automobile\n", + "* bird\n", + "* cat\n", + "* deer\n", + "* dog\n", + "* frog\n", + "* horse\n", + "* ship\n", + "* truck\n", + "\n", + "The dataset can be directly imported from the TensorFlow library." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "MqylmjBhPCOW", + "outputId": "9d9f5854-80f2-4a4f-a52b-2b81d6295639" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Downloading data from https://www.cs.toronto.edu/~kriz/cifar-10-python.tar.gz\n", + "170498071/170498071 [==============================] - 4s 0us/step\n" + ] + } + ], + "source": [ + "(x_train, y_train), (x_test, y_test) = tf.keras.datasets.cifar10.load_data()" + ] + }, + { + "cell_type": "code", + "source": [ + "x_test.shape" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "pfzkgryZUV8P", + "outputId": "79bc798f-f93b-4d7b-8783-c5defa6a2322" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "(10000, 32, 32, 3)" + ] + }, + "metadata": {}, + "execution_count": 4 + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "The labels in y_train and y_test are numeric, with each number representing a class. The labels list defined below contains the various classes, and their positions in the list represent the corresponding number used to refer to them." + ], + "metadata": { + "id": "6hEHIHPsVxw4" + } + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "3uImFIBXv0My" + }, + "outputs": [], + "source": [ + "labels = ['Airplane', 'Automobile', 'Bird', 'Cat', 'Deer', 'Dog', 'Frog', 'Horse','Ship', 'Truck']" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 447 + }, + "id": "zeE81PNOcGfZ", + "outputId": "d2a08cb5-4fdc-47af-c2b2-5602e7600f09" + }, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "" + ] + }, + "metadata": {}, + "execution_count": 6 + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "

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\n" + }, + "metadata": {} + } + ], + "source": [ + "plt.imshow(x_train[800])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "4arvJDYwfsAj", + "outputId": "a355a4e2-c1a7-461e-bff9-059daaa6a9f7" + }, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "(32, 32, 3)" + ] + }, + "metadata": {}, + "execution_count": 7 + } + ], + "source": [ + "x_train[0].shape" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "ndeZ_RH32Upu" + }, + "source": [ + "(32, 32, 3) represents an image of size 32x32 in the RGB scale" + ] + }, + { + "cell_type": "markdown", + "source": [ + "### Preprocessing" + ], + "metadata": { + "id": "L2pg1uxSXPHn" + } + }, + { + "cell_type": "markdown", + "source": [ + "**Standardization** is the process of transforming the pixel values of an image to have zero mean and unit variance. This brings the pixel values to a similar scale and makes them easier to work with." + ], + "metadata": { + "id": "Hwwm-EHhW0rC" + } + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "ZlInmab9MD-N" + }, + "outputs": [], + "source": [ + "x_train = x_train/255.0" + ] + }, + { + "cell_type": "markdown", + "source": [ + "**Normalization** is the process of scaling the pixel values to a specified range, typically between 0 and 1. This improves the consistency of images." + ], + "metadata": { + "id": "6GFdU-HZWztg" + } + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 447 + }, + "id": "TLmsgV9_Wij5", + "outputId": "03fb00c5-efb9-421c-ef55-bbd36679dfbe" + }, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "" + ] + }, + "metadata": {}, + "execution_count": 9 + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
" + ], + "image/png": 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+6SqSpGmJE//59URSqQrbWgb6vGur6/xuT+/J93V51yZdwdS7ttY/4kmSBgb9Xx06OOgfTSVJv3vjkHdttv4iU+9s1n+f95T8I5skKU6W/GuNETUlZ7utlAzxOiXjWoZi/4fpfMF/n0hSPucf2VUs+N/xi559zQPoyiuvlHPupNdHUaT77rtP9913n7U1AOBjJPir4AAAH08MIABAEAwgAEAQDCAAQBAMIABAEAwgAEAQDCAAQBAMIABAEAwgAEAQDCAAQBDmKJ4zJY5ixVHsVVtyfnWSVJY8eYzQiUxp9M+Zy2b9ayXpzd8c8K594mebTL0vv3y5d+3c+bZ8rzfefMdUPzRkOD5pW2agG8h5107K1pt6T67zz9NzcdHUu7am0lTvSgPetQN9tky1/GCvd+3RN4+bep970TnetbmEf+6iJPUb9slQyZa/VixFpvo48q8vxLa8tv4+/wy2Qt6WAxgl/NddljLk4yX8tpEzIABAEAwgAEAQDCAAQBAMIABAEAwgAEAQDCAAQBAMIABAEAwgAEAQDCAAQBAMIABAEGdtFE8yVaZk2m95lnAdV7JF8ZTckH9x2jbPZ1/oH/WilH8chyT92/b/4107ONBn6n3e/EtN9cWif3xLT58h7kNS/fTzvGtzg7btrKz0X0sist2VypK2qJekCv69M1Wm3sWC/22re9AWl3Po8FHv2swUWzxRvugfw1RK+u8/SVKZLbrHJQ2329h27Ctq/fdLbbra1DuT8Y++Sjj/fZL3jMjiDAgAEAQDCAAQBAMIABAEAwgAEAQDCAAQBAMIABAEAwgAEAQDCAAQBAMIABAEAwgAEAQDCAAQxFmbBVdeVaFUxi9fyUWxd1/n/GslyZLaVJIhN06SUkXv0lkX1JhaZyb1eNdu277Z1Pvw7zpM9Rf9ryXetVVZWxZcIumfk9XU3GzqnfHMIpSkfMF27Af7bZlqlRnDLTGuNfUuFf2z4Hr7bce+q2fQu3ZyusLUu7au3ru2P+mfRyhJiUr/jDRJSqb8M9jihO02Hjv/Yx+XbLfDpPN/DIrz/rfZKPbL3uMMCAAQBAMIABAEAwgAEAQDCAAQBAMIABAEAwgAEAQDCAAQBAMIABAEAwgAEAQDCAAQxFkbxZOZVK50edqrNpYhiidypnVEhugeS60kRYmkd20i7V8rSdkG/+1snmfr/dtXdtjWUlPlXdt03gWm3n15/xiZfNF2c0+npnjXRkn/SBNJKgz1murl/I9nRcbWOnYl79rJWf/4G0lS0X+/OGeLkSkv94/uKZTb7vcu7ffYM1wv/50e2x4mFA/578PIUCtJruh/O4wHu/z7Dua96jgDAgAEwQACAARhHkAvvPCCrrnmGjU1NSmKIj3++OMjrr/pppsURdGIy4oVK0ZrvQCACcI8gPr7+7Vo0SKtX7/+pDUrVqzQ4cOHhy+PPPLIaS0SADDxmF+EsHLlSq1cufJDazKZjBobG095UQCAiW9MngPaunWr6uvrNX/+fN1+++06evToSWvz+bx6enpGXAAAE9+oD6AVK1boRz/6kbZs2aK/+7u/U3t7u1auXKlS6cQv9Wxra1M2mx2+NBs/tRIAMD6N+vuAbrzxxuF/X3LJJVq4cKHmzp2rrVu3aunSpR+oX7dundauXTv8dU9PD0MIAD4Gxvxl2HPmzNHUqVO1d+/eE16fyWRUU1Mz4gIAmPjGfAC99dZbOnr0qKZPnz7WPwoAMI6Y/wTX19c34mxm//792rVrl+rq6lRXV6d7771Xq1atUmNjo/bt26evfOUrOu+887R8+fJRXTgAYHwzD6AdO3bos5/97PDX7z1/s3r1am3YsEG7d+/WP/7jP6qrq0tNTU26+uqr9dd//dfKZGwBVcmyhJJlfidozhCu5CLTMgwpc1KUsIU8uZL/CWjNpDmm3jVT/DO7Eql9pt79vYdN9b/a+Qvv2qIrmHrPPN9/v5QZM9KGSoa7h7M1T5elTPVvdxzwrh3K2V5Jmoz893ldrX+unyTNOn+Wd20ubTv2fSm/vDFJitP+uXGSLV/y3f+Q868dsm1nsjjgX2yplRQV/dcSxf6ZgSXPx2TzALryyivlPiQY8ZlnnrG2BAB8DJEFBwAIggEEAAiCAQQACIIBBAAIggEEAAiCAQQACIIBBAAIggEEAAiCAQQACIIBBAAIYtQ/D2i0RIl3L1618g94iyJjGJxBHNnyvaKSf95Uf9+gqfc5hvTxSVW2fTI5Y/vIjKNN/jlp+157y9S7PJ30rq2uP27q3Zd707u2snyKqfc7R98x1R87fvJPFX6/qZNta8mkyr1rB8tsWWPdyV7v2qjafx2SpKT//S0y5q8ljPVxwX+/REOG3DhJUcl/Lcm4aOqtD4lVe7+S4bHTt5QzIABAEAwgAEAQDCAAQBAMIABAEAwgAEAQDCAAQBAMIABAEAwgAEAQDCAAQBAMIABAEGdvFI/84xxs/KMnhhfi3do2z6OE/1qKBVsUz9Cgf8xP0+SLTL0nT59nqj+3rtK7drBnm6n3b179tXdt9lCjqXcuLnnXNp3vHzckSZOm2Oqz9f7xR9Mb/WOYJKmsrMq7ts/1mHonqv2jkpxsMTJRbsi7dqin39S7zNnub2XOEFHkbDE/kfxvh5ZYMklypnr/xxRfnAEBAIJgAAEAgmAAAQCCYAABAIJgAAEAgmAAAQCCYAABAIJgAAEAgmAAAQCCYAABAIJgAAEAgjh7s+AS7168OEu+my0Lzjn//KM48s+mMivaflfoO+q/lpde2WPqffxop6k+Ve2fe1ZW6Z8dJkn9vf75YXHhmKl3zbRy79pMyj/vTpKqs/69Jang8t61fTpiW4shry1dljL1LuX9c8/eOWBb9+u/es27dsYUWz7elGmTTPXl1f6PK1GZ7TEoTvo/BjnjOYXpodP02OlXyxkQACAIBhAAIAgGEAAgCAYQACAIBhAAIAgGEAAgCAYQACAIBhAAIAgGEAAgCAYQACCIszeKxzlFnjkRUcIQg5G0xWCUpfxjSsoythiZhPOf/0OD/nEcktR3zD8u560DtiieeRfOM9Wnsv6xJsfe6jD1rq33jxw6duSoqXeqf4p3ba7XduwzVaZyTZpS411bVWeLkVFZv3dpYdA/EkiScsdy3rVH3zho6v27V/Z518ZZ/22UpNRFc0z1FRXV3rXJtO33/thF3rUu8q+VJEX+j4eJMajlDAgAEIRpALW1tenSSy9VdXW16uvrdd1112nPnpG/PedyObW2tmrKlCmqqqrSqlWr1NlpC68EAEx8pgHU3t6u1tZWbd++Xc8++6yKxaKuvvpq9ff/9+ntXXfdpSeffFKPPfaY2tvbdejQIV1//fWjvnAAwPhmeg7o6aefHvH1xo0bVV9fr507d+qKK65Qd3e3HnroIW3atElXXXWVJOnhhx/WBRdcoO3bt+tTn/rU6K0cADCundZzQN3d3ZKkuro6SdLOnTtVLBa1bNmy4ZoFCxZo5syZ2rZt2wl75PN59fT0jLgAACa+Ux5AcRzrzjvv1OWXX66LL75YktTR0aF0Oq3a2toRtQ0NDeroOPGrm9ra2pTNZocvzc3Np7okAMA4csoDqLW1VS+//LIeffTR01rAunXr1N3dPXw5eND2UkwAwPh0Su8DWrNmjZ566im98MILmjFjxvD3GxsbVSgU1NXVNeIsqLOzU42NjSfslclklMn4f2QzAGBiMJ0BOee0Zs0abd68Wc8//7xmz5494vrFixcrlUppy5Ytw9/bs2ePDhw4oJaWltFZMQBgQjCdAbW2tmrTpk164oknVF1dPfy8TjabVUVFhbLZrG6++WatXbtWdXV1qqmp0R133KGWlhZeAQcAGME0gDZs2CBJuvLKK0d8/+GHH9ZNN90kSfrud7+rRCKhVatWKZ/Pa/ny5frhD384KosFAEwcpgHkPLLZysvLtX79eq1fv/6UFyVJmaqEMhV+fyGcVFXu3bc6618rSRWVae/ayoztNR0lz6w7Scr12zLs3t57yLt2siGrTZLmnn+BqT5f8M8De+e3r5t6nzuv3ru2GPeaeufz/jlz6Um2p1OzU237fFJdrXdtvmjLDRzsOeZdm+uzZapFQ/73icbGrKl34rJLvGv73/E/lpJUiG2ZagOFQe/ayirb8XGGLDhDXJskKTYsxRmesYk9a8mCAwAEwQACAATBAAIABMEAAgAEwQACAATBAAIABMEAAgAEwQACAATBAAIABMEAAgAEcUofx3AmzLpwiiqq/D6mobK8wrtv5GwxGPFQybt2qFg09e7uHfCuzfUWTL17ev1jZ6ZOOfFHZZxMearSVP/6a3u9a/v7bPuwqm6ad+30WbYYptf/yz8WyMk/bkiSamtqTfXvHPOPy+nt7TP1jkv+t/FEZNuHqaR/73S1LUdm1nz/GKaBev9ILUkqk+0jYmprkt61/YVOU28lLfvFf39LkpN/79j5j4vYsy1nQACAIBhAAIAgGEAAgCAYQACAIBhAAIAgGEAAgCAYQACAIBhAAIAgGEAAgCAYQACAIBhAAIAgztosOBc7xZ6BQseP9Xj3zedsmWqDA/4ZX4WcLYcpjvzzo+pqaky9U2n/fdLfY8sxe+2V10z173T4Z1+lM7acuVLSfx9m6237cL5metcee+OQqffLfbbcs0nTqr1r48h2G08mUt61kSmXTJLzz/aLE0Om1lEy8q6tnGzLghs8blxL5H+7TZXZbof5obz/Ooz70JX87/tR7H8so5JfLWdAAIAgGEAAgCAYQACAIBhAAIAgGEAAgCAYQACAIBhAAIAgGEAAgCAYQACAIBhAAIAgztoongO/OaZMhV98RrHkH4GTKLNtcjqT8a5NZWzzvLzKfy3lxt654lHv2uqaClPvVHLAVJ8f8I8FylTbYkok/xgZpfxjeyQpO22ad23n4f2m3sd+122qv6R5lndtMmOMY4n8Y2oSCds+jF3sX2zsbQm+ssQNSVJmUpWpfjBtWHtmiqm3DI9vceQflyNJKhpiuIr+x9JFfvFBnAEBAIJgAAEAgmAAAQCCYAABAIJgAAEAgmAAAQCCYAABAIJgAAEAgmAAAQCCYAABAIJgAAEAgjhrs+CGhhJKDPnNx4oa/9ymiupy0zrKDPlhUcKWwaWo4F1aGjJkNkmKh/yymCQpU5M19a6u9M/Hk6RyQ56eq5hs6p0on+TfW7asMVdR51077/Lppt65AVueXt+A//EsV6WpdzITedc6SwCbJMX+v+MOyZAbJymKnP8yItvCXZl/b0nq6/K/75cl/bP3JKmyxv945uJBU+/IkKXoEv7rHor8+nIGBAAIwjSA2tradOmll6q6ulr19fW67rrrtGfPnhE1V155paIoGnG57bbbRnXRAIDxzzSA2tvb1draqu3bt+vZZ59VsVjU1Vdfrf7+/hF1t9xyiw4fPjx8uf/++0d10QCA8c/0HNDTTz894uuNGzeqvr5eO3fu1BVXXDH8/crKSjU2No7OCgEAE9JpPQfU3f3uh2rV1Y18svbHP/6xpk6dqosvvljr1q3TwIc84ZrP59XT0zPiAgCY+E75VXBxHOvOO+/U5Zdfrosvvnj4+1/4whc0a9YsNTU1affu3frqV7+qPXv26Gc/+9kJ+7S1tenee+891WUAAMapUx5Ara2tevnll/XLX/5yxPdvvfXW4X9fcsklmj59upYuXap9+/Zp7ty5H+izbt06rV27dvjrnp4eNTc3n+qyAADjxCkNoDVr1uipp57SCy+8oBkzZnxo7ZIlSyRJe/fuPeEAymQyyhjeJwIAmBhMA8g5pzvuuEObN2/W1q1bNXv27I/8P7t27ZIkTZ9ue6MeAGBiMw2g1tZWbdq0SU888YSqq6vV0dEhScpms6qoqNC+ffu0adMm/eEf/qGmTJmi3bt366677tIVV1yhhQsXjskGAADGJ9MA2rBhg6R332z6Pz388MO66aablE6n9dxzz+mBBx5Qf3+/mpubtWrVKn39618ftQUDACYG85/gPkxzc7Pa29tPa0HvqW3IKuOZORZl/DO+UinbK8/Lkv45WaW8LW+qUPDPgitL2tY9VPKvP3LU9tL3dNo/e0+S6qb5Z6r1GPa3JE2q9N/nccl2fI539XnXppO25zHf/u2bpvqXtr3iXfvJyy4z9Z49v967dsjZssYSCf/jacl2k6TIcJeIbDcrJRL+GWmSlO/0vy8X4ymm3rMX+b8o68DRI6befSX/jMFi5H+/Lw769SULDgAQBAMIABAEAwgAEAQDCAAQBAMIABAEAwgAEAQDCAAQBAMIABAEAwgAEAQDCAAQxCl/HtBYc8mSXJlfdErsYu++ZTJGbAz4R2z0H+8y9U4YYoHKKipMvVPl/rEZA122eJUjb3eZ6tMV/jez2qx/rJIkNTb475ehgSFT7+Nvd3jX5ou241NTU26qn1TpX18YsB3PdOR/fIrGOKM44X8bN6blKPqIaLD/yZAIJEkaGiqa6uvqpnnX1lbPN/UuK/OPsiqp2tS733CfiOW/v4s5v1rOgAAAQTCAAABBMIAAAEEwgAAAQTCAAABBMIAAAEEwgAAAQTCAAABBMIAAAEEwgAAAQTCAAABBnLVZcKl0Rul0xqs2MqRIubwty+rYoXe8a6PIPytJkjLpSu/awYItx6yQ919LnLMFZR0bPGaqr23yz6WbUl1j6l2Ie7xrB3P+uX6SlCjzv3vkCrbbVVWtLZNw/kXneNce+d3bpt79Ped616aqbZl3ueKAd23SGthmuL+5yNa7lPDPl5SkoSjnX1y0HZ/Ow8e9a7uKtnXHKf+MwYQhBzCR8KvlDAgAEAQDCAAQBAMIABAEAwgAEAQDCAAQBAMIABAEAwgAEAQDCAAQBAMIABAEAwgAEMRZG8XjiiW5omecQ5T07psu86+VpOnn1HvXRsb4jnzRP77jeEeXqXfPsX7vWtdni/mpqLbFmlRnp3rXZtJTTL2P9XZ41xbyeVPv8gr/2JlC/6Cpdylh2+d1U/33y5G3/I+9JL21b7937fyF80y9c8Vu79pS0nb/SUZ+UV3/f3dTb5ey/W5eKvOPeep3R229Y/+H6UlJ430zXfSujWP/WKVC5Lc/OAMCAATBAAIABMEAAgAEwQACAATBAAIABMEAAgAEwQACAATBAAIABMEAAgAEwQACAATBAAIABHHWZsEdeO2g0uUpr9pkwj/fLZWxZcFlMv7ZStbekyr8tk+SqhL+tZLUNM0/wy6f7jH1jlP+uVeSlJ3qvxYlK029ayY3edeW19v2Yb7bPz/sWOXbpt6DA7bsuGKvf+5Zuef95j0dh970rp1cV2vqPeWcKu/annyXqbcz3N0SkS1nLoqcqT5p2OVRZMsB7Os67l2bssUdqqEp613bG/vfZuOYLDgAwFnMNIA2bNighQsXqqamRjU1NWppadHPf/7z4etzuZxaW1s1ZcoUVVVVadWqVers7Bz1RQMAxj/TAJoxY4a+9a1vaefOndqxY4euuuoqXXvttXrllVckSXfddZeefPJJPfbYY2pvb9ehQ4d0/fXXj8nCAQDjm+k5oGuuuWbE13/7t3+rDRs2aPv27ZoxY4Yeeughbdq0SVdddZUk6eGHH9YFF1yg7du361Of+tTorRoAMO6d8nNApVJJjz76qPr7+9XS0qKdO3eqWCxq2bJlwzULFizQzJkztW3btpP2yefz6unpGXEBAEx85gH061//WlVVVcpkMrrtttu0efNmXXjhhero6FA6nVZtbe2I+oaGBnV0nPxTK9va2pTNZocvzc3N5o0AAIw/5gE0f/587dq1Sy+++KJuv/12rV69Wq+++uopL2DdunXq7u4evhw8ePCUewEAxg/z+4DS6bTOO+88SdLixYv1n//5n/re976nG264QYVCQV1dXSPOgjo7O9XY2HjSfplMRpmM5bPdAQATwWm/DyiOY+XzeS1evFipVEpbtmwZvm7Pnj06cOCAWlpaTvfHAAAmGNMZ0Lp167Ry5UrNnDlTvb292rRpk7Zu3apnnnlG2WxWN998s9auXau6ujrV1NTojjvuUEtLC6+AAwB8gGkAHTlyRH/yJ3+iw4cPK5vNauHChXrmmWf0B3/wB5Kk7373u0okElq1apXy+byWL1+uH/7wh6e0sEJPLFfwi8+wnMblk0XTOvoThtgMY8RGddY/v6OpYZqtd5N/pE3HQJep91AmbapXynCEkrYskYT8I1Pyg7Zjn6rwz3ppmlVn6p3rtkXDbHv+V9612aztL+uzzpntXXv4rTdMvatr5nvXZrO2fdiV6/KuLau2xRNFCVsUT6nY6987zpl6Vxsivmqra029yxL+981I/rFkvrWmW+pDDz30odeXl5dr/fr1Wr9+vaUtAOBjiCw4AEAQDCAAQBAMIABAEAwgAEAQDCAAQBAMIABAEAwgAEAQDCAAQBAMIABAEOY07LHm3LsRGMW8f2xKZJijUdIWgRKNYRRPwZBokxsomHqX5f33ST5ni6gpOdvvLbl+Q7xO0da7JP/j6Yb8o0QkqZT0j0BJGo99bsB2Oyzm/fsPFWxrsdzXhorG23je/3Yb5WzxNwXD7TYqs/W2RvHEhsMZOVvvRNH/dpgv2aKsLPdly7Es5N6tdR+xrZH7qIoz7K233uJD6QBgAjh48KBmzJhx0uvPugEUx7EOHTqk6upqRdF//8ba09Oj5uZmHTx4UDU1NQFXOLbYzonj47CNEts50YzGdjrn1Nvbq6amJiU+JPD0rPsTXCKR+NCJWVNTM6EP/nvYzonj47CNEts50Zzudmaz2Y+s4UUIAIAgGEAAgCDGzQDKZDK65557lMlkQi9lTLGdE8fHYRsltnOiOZPbeda9CAEA8PEwbs6AAAATCwMIABAEAwgAEAQDCAAQxLgZQOvXr9e5556r8vJyLVmyRP/xH/8Rekmj6pvf/KaiKBpxWbBgQehlnZYXXnhB11xzjZqamhRFkR5//PER1zvndPfdd2v69OmqqKjQsmXL9Prrr4dZ7Gn4qO286aabPnBsV6xYEWaxp6itrU2XXnqpqqurVV9fr+uuu0579uwZUZPL5dTa2qopU6aoqqpKq1atUmdnZ6AVnxqf7bzyyis/cDxvu+22QCs+NRs2bNDChQuH32za0tKin//858PXn6ljOS4G0E9+8hOtXbtW99xzj371q19p0aJFWr58uY4cORJ6aaPqoosu0uHDh4cvv/zlL0Mv6bT09/dr0aJFWr9+/Qmvv//++/X9739fDz74oF588UVNmjRJy5cvVy6XO8MrPT0ftZ2StGLFihHH9pFHHjmDKzx97e3tam1t1fbt2/Xss8+qWCzq6quvVn9//3DNXXfdpSeffFKPPfaY2tvbdejQIV1//fUBV23ns52SdMstt4w4nvfff3+gFZ+aGTNm6Fvf+pZ27typHTt26KqrrtK1116rV155RdIZPJZuHLjssstca2vr8NelUsk1NTW5tra2gKsaXffcc49btGhR6GWMGUlu8+bNw1/HcewaGxvdt7/97eHvdXV1uUwm4x555JEAKxwd799O55xbvXq1u/baa4OsZ6wcOXLESXLt7e3OuXePXSqVco899thwzX/91385SW7btm2hlnna3r+dzjn3+7//++7P//zPwy1qjEyePNn9/d///Rk9lmf9GVChUNDOnTu1bNmy4e8lEgktW7ZM27ZtC7iy0ff666+rqalJc+bM0Re/+EUdOHAg9JLGzP79+9XR0THiuGazWS1ZsmTCHVdJ2rp1q+rr6zV//nzdfvvtOnr0aOglnZbu7m5JUl1dnSRp586dKhaLI47nggULNHPmzHF9PN+/ne/58Y9/rKlTp+riiy/WunXrNDAwEGJ5o6JUKunRRx9Vf3+/WlpazuixPOvCSN/vnXfeUalUUkNDw4jvNzQ06LXXXgu0qtG3ZMkSbdy4UfPnz9fhw4d177336jOf+YxefvllVVdXh17eqOvo6JCkEx7X966bKFasWKHrr79es2fP1r59+/RXf/VXWrlypbZt26ak4TOHzhZxHOvOO+/U5ZdfrosvvljSu8cznU6rtrZ2RO14Pp4n2k5J+sIXvqBZs2apqalJu3fv1le/+lXt2bNHP/vZzwKu1u7Xv/61WlpalMvlVFVVpc2bN+vCCy/Url27ztixPOsH0MfFypUrh/+9cOFCLVmyRLNmzdJPf/pT3XzzzQFXhtN14403Dv/7kksu0cKFCzV37lxt3bpVS5cuDbiyU9Pa2qqXX3553D9H+VFOtp233nrr8L8vueQSTZ8+XUuXLtW+ffs0d+7cM73MUzZ//nzt2rVL3d3d+qd/+ietXr1a7e3tZ3QNZ/2f4KZOnapkMvmBV2B0dnaqsbEx0KrGXm1trc4//3zt3bs39FLGxHvH7uN2XCVpzpw5mjp16rg8tmvWrNFTTz2lX/ziFyM+NqWxsVGFQkFdXV0j6sfr8TzZdp7IkiVLJGncHc90Oq3zzjtPixcvVltbmxYtWqTvfe97Z/RYnvUDKJ1Oa/HixdqyZcvw9+I41pYtW9TS0hJwZWOrr69P+/bt0/Tp00MvZUzMnj1bjY2NI45rT0+PXnzxxQl9XKV3P/X36NGj4+rYOue0Zs0abd68Wc8//7xmz5494vrFixcrlUqNOJ579uzRgQMHxtXx/KjtPJFdu3ZJ0rg6nicSx7Hy+fyZPZaj+pKGMfLoo4+6TCbjNm7c6F599VV36623utraWtfR0RF6aaPmL/7iL9zWrVvd/v373b/927+5ZcuWualTp7ojR46EXtop6+3tdS+99JJ76aWXnCT3ne98x7300kvuzTffdM45961vfcvV1ta6J554wu3evdtde+21bvbs2W5wcDDwym0+bDt7e3vdl7/8Zbdt2za3f/9+99xzz7nf+73fc/PmzXO5XC700r3dfvvtLpvNuq1bt7rDhw8PXwYGBoZrbrvtNjdz5kz3/PPPux07driWlhbX0tIScNV2H7Wde/fudffdd5/bsWOH279/v3viiSfcnDlz3BVXXBF45TZf+9rXXHt7u9u/f7/bvXu3+9rXvuaiKHL/8i//4pw7c8dyXAwg55z7wQ9+4GbOnOnS6bS77LLL3Pbt20MvaVTdcMMNbvr06S6dTrtzzjnH3XDDDW7v3r2hl3VafvGLXzhJH7isXr3aOffuS7G/8Y1vuIaGBpfJZNzSpUvdnj17wi76FHzYdg4MDLirr77aTZs2zaVSKTdr1ix3yy23jLtfnk60fZLcww8/PFwzODjo/uzP/sxNnjzZVVZWus997nPu8OHD4RZ9Cj5qOw8cOOCuuOIKV1dX5zKZjDvvvPPcX/7lX7ru7u6wCzf60z/9Uzdr1iyXTqfdtGnT3NKlS4eHj3Nn7ljycQwAgCDO+ueAAAATEwMIABAEAwgAEAQDCAAQBAMIABAEAwgAEAQDCAAQBAMIABAEAwgAEAQDCAAQBAMIABAEAwgAEMT/B5JVDaVYFj2wAAAAAElFTkSuQmCC\n" + }, + "metadata": {} + } + ], + "source": [ + "x_train = (x_train - np.min(x_train)) / (np.max(x_train) - np.min(x_train))\n", + "plt.imshow(x_train[800])" + ] + }, + { + "cell_type": "markdown", + "source": [ + "**Grayscale Conversion** refers to the conversion of a colored image in RGB scale into a grayscale image. It represents the pixel intensities without considering colors, which makes calculations easier." + ], + "metadata": { + "id": "bfgy0Z_gX_lH" + } + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "P2oPvZkbfEPo" + }, + "outputs": [], + "source": [ + "grayscale = []\n", + "for i in x_train:\n", + " grayImage = 0.07 * i[:,:,2] + 0.72 * i[:,:,1] + 0.21 * i[:,:,0]\n", + " grayscale.append(grayImage)\n", + "x_train_gray = np.asarray(grayscale)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "jzQ2Zulg99NU" + }, + "source": [ + "## Defining DoFns for Image Preprocessing\n", + "\n", + "[DoFn](https://beam.apache.org/releases/typedoc/current/interfaces/transforms_pardo.DoFn) stands for \"Do Function\". In Apache Beam, it is a set of operations that can be applied to individual elements of a PCollection (a collection of data). It is similar to a function in Python, except that it is used in Beam Pipelines to apply various transformations. DoFns can be used in various Apache Beam transforms, such as ParDo, Map, Filter, and FlatMap." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "cqm-m0cONsZS" + }, + "outputs": [], + "source": [ + "class StandardizeImage(beam.DoFn):\n", + " def process(self, element: np.ndarray):\n", + " element = element/255.0\n", + " return [element]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "mZhFCgPxPEwm" + }, + "outputs": [], + "source": [ + "class NormalizeImage(beam.DoFn):\n", + " def process(self, element: np.ndarray):\n", + " element = (element-element.min())/(element.max()-element.min())\n", + " return [element]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "gv23KPt5NyXT" + }, + "outputs": [], + "source": [ + "class GrayscaleImage(beam.DoFn):\n", + " def process(self, element: np.ndarray):\n", + " element = 0.07 * element[:,:,2] + 0.72 * element[:,:,1] + 0.21 * element[:,:,0]\n", + " return [element]" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "8gz7_SvN-P2L" + }, + "source": [ + "## Training a Convolutional Neural Network\n", + "\n", + "A Convolutional Neural Network (CNN) is one of the most popular model types for image processing. Here is a brief description of the convolutional layers used in the model.\n", + "* **Reshape**: Changes the shape of the input data to the desired size.\n", + "The CIFAR-10 images are of 32x32 pixels in grayscale. We will train our model using these images and thus, all images fed into the model need to be reshaped to the required size, that is (32,32,1).\n", + "* **Conv2D**: Applies a set of filters to extract features from the input image, producing a feature map as the output.\n", + "This layer is used as it is an essential component of a CNN, and does the major task of finding patterns in images.\n", + "* **MaxPooling2D**: Reduces the spatial dimensions of the input while retaining the most prominent features.\n", + "We use this layer to downsample the images and preserve only the important features.\n", + "* **Flatten**: Flattens the input data or feature maps into a 1-dimensional vector.\n", + "The input images are 2-dimensional. However in the end we require our results in a 1-D array. Flatten layer is used for this.\n", + "* **Dense**: Connects every neuron in the current layer to every neuron in the subsequent layer.\n", + "The CIFAR-10 dataset contains images belonging to 10 different classes. This is why the last dense layer gives 10 outputs, where each output corresponds to the probability of an image belonging to one of the 10 classes." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "chYD9y7cH4Td", + "outputId": "b91eed4e-c383-40b8-96dc-8cf330d11a09" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Model: \"sequential\"\n", + "_________________________________________________________________\n", + " Layer (type) Output Shape Param # \n", + "=================================================================\n", + " reshape (Reshape) (None, 32, 32, 1) 0 \n", + " \n", + " conv2d (Conv2D) (None, 30, 30, 32) 320 \n", + " \n", + " max_pooling2d (MaxPooling2D (None, 15, 15, 32) 0 \n", + " ) \n", + " \n", + " conv2d_1 (Conv2D) (None, 13, 13, 64) 18496 \n", + " \n", + " max_pooling2d_1 (MaxPooling (None, 6, 6, 64) 0 \n", + " 2D) \n", + " \n", + " conv2d_2 (Conv2D) (None, 4, 4, 64) 36928 \n", + " \n", + " flatten (Flatten) (None, 1024) 0 \n", + " \n", + " dense (Dense) (None, 64) 65600 \n", + " \n", + " dense_1 (Dense) (None, 10) 650 \n", + " \n", + "=================================================================\n", + "Total params: 121,994\n", + "Trainable params: 121,994\n", + "Non-trainable params: 0\n", + "_________________________________________________________________\n" + ] + } + ], + "source": [ + "def create_model():\n", + " model = tf.keras.Sequential([\n", + " tf.keras.layers.Reshape((32,32,1),input_shape=x_train_gray.shape[1:]),\n", + " tf.keras.layers.Conv2D(32, (3, 3), activation='relu', input_shape=(32, 32, 1)),\n", + " tf.keras.layers.MaxPooling2D((2, 2)),\n", + " tf.keras.layers.Conv2D(64, (3, 3), activation='relu'),\n", + " tf.keras.layers.MaxPooling2D((2, 2)),\n", + " tf.keras.layers.Conv2D(64, (3, 3), activation='relu'),\n", + " tf.keras.layers.Flatten(),\n", + " tf.keras.layers.Dense(64, activation='relu'),\n", + " tf.keras.layers.Dense(10)\n", + " ])\n", + " model.compile(optimizer='adam',\n", + " loss='sparse_categorical_crossentropy',\n", + " metrics=['accuracy'])\n", + " return model\n", + "\n", + "model = create_model()\n", + "model.summary()" + ] + }, + { + "cell_type": "markdown", + "source": [ + "The input shape is changed to (32,32,1) as our input images are of 32 x 32 pixels and 1 represents grayscale. In the final dense layer, there are 10 outputs as there are 10 possible classes in the CIFAR-10 dataset." + ], + "metadata": { + "id": "UpO090vNbHir" + } + }, + { + "cell_type": "markdown", + "metadata": { + "id": "3D1SdCC94DQi" + }, + "source": [ + "## Fitting the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "KuMP46UVXkof", + "outputId": "5340424c-7a33-45c9-b773-3ff625c65290" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Epoch 1/10\n", + "1563/1563 [==============================] - 87s 55ms/step - loss: 1.6511 - accuracy: 0.4054\n", + "Epoch 2/10\n", + "1563/1563 [==============================] - 84s 54ms/step - loss: 1.2737 - accuracy: 0.5540\n", + "Epoch 3/10\n", + "1563/1563 [==============================] - 80s 51ms/step - loss: 1.1204 - accuracy: 0.6095\n", + "Epoch 4/10\n", + "1563/1563 [==============================] - 79s 51ms/step - loss: 1.0184 - accuracy: 0.6461\n", + "Epoch 5/10\n", + "1563/1563 [==============================] - 80s 51ms/step - loss: 0.9430 - accuracy: 0.6724\n", + "Epoch 6/10\n", + "1563/1563 [==============================] - 81s 52ms/step - loss: 0.8810 - accuracy: 0.6946\n", + "Epoch 7/10\n", + "1563/1563 [==============================] - 80s 51ms/step - loss: 0.8299 - accuracy: 0.7135\n", + "Epoch 8/10\n", + "1563/1563 [==============================] - 80s 51ms/step - loss: 0.7904 - accuracy: 0.7248\n", + "Epoch 9/10\n", + "1563/1563 [==============================] - 80s 51ms/step - loss: 0.7504 - accuracy: 0.7385\n", + "Epoch 10/10\n", + "1563/1563 [==============================] - 84s 54ms/step - loss: 0.7150 - accuracy: 0.7498\n" + ] + }, + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "" + ] + }, + "metadata": {}, + "execution_count": 22 + } + ], + "source": [ + "model.fit(x_train_gray, y_train, epochs=10)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "3obkK5fQ4KG6" + }, + "source": [ + "## Authenticating from Google Cloud\n", + "\n", + "We need to store our trained model in Google Cloud. For running inferences, we will load our model from cloud into the notebook using a Model Handler." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "Jj_NX568mhsE" + }, + "outputs": [], + "source": [ + "from google.colab import auth\n", + "auth.authenticate_user()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "7jn7HYPi4hH9" + }, + "source": [ + "Saving the trained model in a Google Cloud Storage bucket" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "CDqLPkzLfrt1" + }, + "outputs": [], + "source": [ + "save_model_dir = '' # Add the link to you GCS bucket here\n", + "model.save(save_model_dir)" + ] + }, + { + "cell_type": "markdown", + "source": [ + "A model handler is used to save, load and manage trained ML models. Here we used TFModelHandlerNumpy as our input images are in the form of numpy arrays." + ], + "metadata": { + "id": "ilYg15uOcZSY" + } + }, + { + "cell_type": "code", + "source": [ + "model_handler = TFModelHandlerNumpy(save_model_dir)" + ], + "metadata": { + "id": "RqefS6I_c1kc" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "### Saving predictions\n", + "RunInference returns the predictions for each class. In the below DoFn, the maximum predicion is selected (which refers to the class the input image most probably belongs to) and is stored in a list of predictions." + ], + "metadata": { + "id": "4vJZEXFOboUi" + } + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "9T_YW19P46dW" + }, + "outputs": [], + "source": [ + "from tensorflow.python.ops.numpy_ops import np_config\n", + "np_config.enable_numpy_behavior()\n", + "predictions = []\n", + "class SavePredictions(beam.DoFn):\n", + " def process(self, element, *args, **kwargs):\n", + " list_of_predictions = element.inference.tolist()\n", + " highest_prediction = max(list_of_predictions)\n", + " ans = labels[list_of_predictions.index(highest_prediction)]\n", + " predictions.append(ans)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "c5x1HD_V4-RS" + }, + "source": [ + "## Building a Beam Pipeline\n", + "\n", + "A Pipeline represents the workflow of a series of computations. Here we are performing the following tasks in our pipeline:\n", + "* Creating a PCollection of the data on which we need to run inference\n", + "* Appying the Image Preprocessing DoFns we defined earlier
\n", + " These include:\n", + " 1. Standardization\n", + " 2. Normalization\n", + " 3. Converting to grayscale\n", + "* Running Inference by using the trained model stored in Google Cloud.\n", + "* Displaying the output of the model" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "KxYdNXefTFcD" + }, + "outputs": [], + "source": [ + "with beam.Pipeline() as p:\n", + " _ = (p | beam.Create(x_test)\n", + " | beam.ParDo(StandardizeImage())\n", + " | beam.ParDo(NormalizeImage())\n", + " | beam.ParDo(GrayscaleImage())\n", + " | RunInference(model_handler)\n", + " | beam.ParDo(SavePredictions())\n", + " )" + ] + }, + { + "cell_type": "markdown", + "source": [ + "So we got our predictions! Let us verify one of them." + ], + "metadata": { + "id": "yCADuo_yk1sK" + } + }, + { + "cell_type": "code", + "source": [ + "index = 5000\n", + "#You can change this index value to see and verify any image\n", + "predictions[index]" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 35 + }, + "id": "Zj2p_V2qmYMM", + "outputId": "f45c4f9f-3fa2-49f9-8471-602eea8faf68" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "'Horse'" + ], + "application/vnd.google.colaboratory.intrinsic+json": { + "type": "string" + } + }, + "metadata": {}, + "execution_count": 40 + } + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 447 + }, + "id": "kd5fXda1yr6G", + "outputId": "51589888-2986-4d99-a6a3-c89ff24ebd9e" + }, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "" + ] + }, + "metadata": {}, + "execution_count": 30 + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "
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\n" + }, + "metadata": {} + } + ], + "source": [ + "plt.imshow(x_test[index])" + ] + }, + { + "cell_type": "code", + "source": [ + "labels[y_test[index][0]]" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 35 + }, + "id": "O32stbnNkTLh", + "outputId": "c6dc9b40-290d-4029-e626-da88efc6e4e3" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "'Horse'" + ], + "application/vnd.google.colaboratory.intrinsic+json": { + "type": "string" + } + }, + "metadata": {}, + "execution_count": 32 + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "Let us make a dictionary to see how many predictions belong to each class" + ], + "metadata": { + "id": "qT00-He7pfNi" + } + }, + { + "cell_type": "code", + "source": [ + "aggregate_results = dict()\n", + "for i in range(len(predictions)):\n", + " if predictions[i] in aggregate_results:\n", + " aggregate_results[predictions[i]] += 1\n", + " else:\n", + " aggregate_results[predictions[i]] = 1" + ], + "metadata": { + "id": "x744tmPnowMr" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "aggregate_results" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "evQnjvDdqbuG", + "outputId": "69c6d8d6-7986-444b-c66b-76c2fda98553" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "{'Dog': 641,\n", + " 'Automobile': 3387,\n", + " 'Deer': 793,\n", + " 'Horse': 1030,\n", + " 'Truck': 392,\n", + " 'Frog': 290,\n", + " 'Airplane': 179,\n", + " 'Cat': 3175,\n", + " 'Bird': 91,\n", + " 'Ship': 22}" + ] + }, + "metadata": {}, + "execution_count": 37 + } + ] + } + ], + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3", + "name": "python3" + }, + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file diff --git a/examples/notebooks/beam-ml/run_inference_generative_ai.ipynb b/examples/notebooks/beam-ml/run_inference_generative_ai.ipynb new file mode 100644 index 0000000000000..d93f12a7b79d3 --- /dev/null +++ b/examples/notebooks/beam-ml/run_inference_generative_ai.ipynb @@ -0,0 +1,323 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "name": "python3", + "display_name": "Python 3" + }, + "language_info": { + "name": "python" + } + }, + "cells": [ + { + "cell_type": "code", + "source": [ + "# @title ###### Licensed to the Apache Software Foundation (ASF), Version 2.0 (the \"License\")\n", + "\n", + "# Licensed to the Apache Software Foundation (ASF) under one\n", + "# or more contributor license agreements. See the NOTICE file\n", + "# distributed with this work for additional information\n", + "# regarding copyright ownership. The ASF licenses this file\n", + "# to you under the Apache License, Version 2.0 (the\n", + "# \"License\"); you may not use this file except in compliance\n", + "# with the License. You may obtain a copy of the License at\n", + "#\n", + "# http://www.apache.org/licenses/LICENSE-2.0\n", + "#\n", + "# Unless required by applicable law or agreed to in writing,\n", + "# software distributed under the License is distributed on an\n", + "# \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n", + "# KIND, either express or implied. See the License for the\n", + "# specific language governing permissions and limitations\n", + "# under the License" + ], + "metadata": { + "cellView": "form", + "id": "IVkpU8HZ1eyz" + }, + "execution_count": 1, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "# Use RunInference for Generative AI\n", + "\n", + "\n", + " \n", + " \n", + "
\n", + " Run in Google Colab\n", + " \n", + " View source on GitHub\n", + "
\n" + ], + "metadata": { + "id": "kH8SORNim8on" + } + }, + { + "cell_type": "markdown", + "source": [ + "This notebook shows how to use the Apache Beam [RunInference](https://beam.apache.org/releases/pydoc/current/apache_beam.ml.inference.base.html#apache_beam.ml.inference.base.RunInference) transform for generative AI tasks. It uses a large language model (LLM) from the [Hugging Face Model Hub](https://huggingface.co/models).\n", + "\n", + "This notebook demonstrates the following steps:\n", + "- Load and save a model from the Hugging Face Model Hub.\n", + "- Use the PyTorch model handler for RunInference.\n", + "\n", + "For more information about using RunInference, see [Get started with AI/ML pipelines](https://beam.apache.org/documentation/ml/overview/) in the Apache Beam documentation." + ], + "metadata": { + "id": "7N2XzwoA0k4L" + } + }, + { + "cell_type": "markdown", + "source": [ + "## Install the Apache Beam SDK and dependencies\n", + "\n", + "Use the following code to install the Apache Beam Python SDK, PyTorch, and Transformers." + ], + "metadata": { + "id": "nhf_lOeEsO1C" + } + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "wS9a3Y0oZ_l5" + }, + "outputs": [], + "source": [ + "!pip install apache_beam[gcp]==2.48.0\n", + "!pip install torch\n", + "!pip install transformers" + ] + }, + { + "cell_type": "markdown", + "source": [ + "Use the following code to import dependencies\n", + "\n", + "**Important**: If an error occurs, restart your runtime." + ], + "metadata": { + "id": "I7vMsFGW16bZ" + } + }, + { + "cell_type": "code", + "source": [ + "import os\n", + "import apache_beam as beam\n", + "from apache_beam.options.pipeline_options import PipelineOptions\n", + "from apache_beam.ml.inference.base import PredictionResult\n", + "from apache_beam.ml.inference.base import RunInference\n", + "from apache_beam.ml.inference.pytorch_inference import make_tensor_model_fn\n", + "from apache_beam.ml.inference.pytorch_inference import PytorchModelHandlerTensor\n", + "import torch\n", + "from transformers import AutoConfig\n", + "from transformers import AutoModelForSeq2SeqLM\n", + "from transformers import AutoTokenizer\n", + "from transformers.tokenization_utils import PreTrainedTokenizer\n", + "\n", + "\n", + "MAX_RESPONSE_TOKENS = 256\n", + "\n", + "model_name = \"google/flan-t5-small\"\n", + "state_dict_path = \"saved_model\"" + ], + "metadata": { + "id": "uhbOYUzvbOSc" + }, + "execution_count": 3, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "## Download and save the model\n", + "This notebook uses the [auto classes](https://huggingface.co/docs/transformers/model_doc/auto) from Hugging Face to instantly load the model in memory. Later, the model is saved to the path defined previously." + ], + "metadata": { + "id": "yRls3LmxswrC" + } + }, + { + "cell_type": "code", + "source": [ + "model = AutoModelForSeq2SeqLM.from_pretrained(\n", + " model_name, torch_dtype=torch.bfloat16\n", + " )\n", + "\n", + "directory = os.path.dirname(state_dict_path)\n", + "torch.save(model.state_dict(), state_dict_path)" + ], + "metadata": { + "id": "PKhkiQFJe44n" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "## Define utility functions\n", + "The input and output for the [`google/flan-t5-small`](https://huggingface.co/google/flan-t5-small) model are token tensors. These utility functions are used for the conversion of text to token tensors and then back to text.\n" + ], + "metadata": { + "id": "7TSqb3l1s7F7" + } + }, + { + "cell_type": "code", + "source": [ + "def to_tensors(input_text: str, tokenizer) -> torch.Tensor:\n", + " \"\"\"Encodes input text into token tensors.\n", + " Args:\n", + " input_text: Input text for the LLM model.\n", + " tokenizer: Tokenizer for the LLM model.\n", + " Returns: Tokenized input tokens.\n", + " \"\"\"\n", + " return tokenizer(input_text, return_tensors=\"pt\").input_ids[0]\n", + "\n", + "\n", + "def from_tensors(result: PredictionResult, tokenizer) -> str:\n", + " \"\"\"Decodes output token tensors into text.\n", + " Args:\n", + " result: Prediction results from the RunInference transform.\n", + " tokenizer: Tokenizer for the LLM model.\n", + " Returns: The model's response as text.\n", + " \"\"\"\n", + " output_tokens = result.inference\n", + " return tokenizer.decode(output_tokens, skip_special_tokens=True)" + ], + "metadata": { + "id": "OeTMbaLidnBe" + }, + "execution_count": 5, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "# Load the tokenizer.\n", + "tokenizer = AutoTokenizer.from_pretrained(model_name)\n", + "\n", + "# Create an instance of the PyTorch model handler.\n", + "model_handler = PytorchModelHandlerTensor(\n", + " state_dict_path=state_dict_path,\n", + " model_class=AutoModelForSeq2SeqLM.from_config,\n", + " model_params={\"config\": AutoConfig.from_pretrained(model_name)},\n", + " inference_fn=make_tensor_model_fn(\"generate\"),\n", + " )" + ], + "metadata": { + "id": "77mOPlQR5Mev" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "## Run the Pipeline\n" + ], + "metadata": { + "id": "y7IU3cYKtA3e" + } + }, + { + "cell_type": "code", + "source": [ + "example = [\"translate English to Spanish: We are in New York City.\"]\n", + "\n", + "pipeline = beam.Pipeline(options=PipelineOptions(save_main_session=True,pickle_library=\"cloudpickle\"))\n", + "\n", + "with pipeline as p:\n", + " _ = (\n", + " p\n", + " | \"Create Examples\" >> beam.Create(example)\n", + " | \"To tensors\" >> beam.Map(to_tensors, tokenizer)\n", + " | \"RunInference\"\n", + " >> RunInference(\n", + " model_handler,\n", + " inference_args={\"max_new_tokens\": MAX_RESPONSE_TOKENS},\n", + " )\n", + " | \"From tensors\" >> beam.Map(from_tensors, tokenizer)\n", + " | \"Print\" >> beam.Map(print)\n", + " )" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 106 + }, + "id": "JUBrJEDYcjRG", + "outputId": "e7e7f0a2-dc0d-427d-bdf8-047739bb3160" + }, + "execution_count": 7, + "outputs": [ + { + "output_type": "stream", + "name": "stderr", + "text": [ + "WARNING:apache_beam.runners.interactive.interactive_environment:Dependencies required for Interactive Beam PCollection visualization are not available, please use: `pip install apache-beam[interactive]` to install necessary dependencies to enable all data visualization features.\n" + ] + }, + { + "output_type": "display_data", + "data": { + "application/javascript": [ + "\n", + " if (typeof window.interactive_beam_jquery == 'undefined') {\n", + " var jqueryScript = document.createElement('script');\n", + " jqueryScript.src = 'https://code.jquery.com/jquery-3.4.1.slim.min.js';\n", + " jqueryScript.type = 'text/javascript';\n", + " jqueryScript.onload = function() {\n", + " var datatableScript = document.createElement('script');\n", + " datatableScript.src = 'https://cdn.datatables.net/1.10.20/js/jquery.dataTables.min.js';\n", + " datatableScript.type = 'text/javascript';\n", + " datatableScript.onload = function() {\n", + " window.interactive_beam_jquery = jQuery.noConflict(true);\n", + " window.interactive_beam_jquery(document).ready(function($){\n", + " \n", + " });\n", + " }\n", + " document.head.appendChild(datatableScript);\n", + " };\n", + " document.head.appendChild(jqueryScript);\n", + " } else {\n", + " window.interactive_beam_jquery(document).ready(function($){\n", + " \n", + " });\n", + " }" + ] + }, + "metadata": {} + }, + { + "output_type": "stream", + "name": "stderr", + "text": [ + "WARNING:apache_beam.options.pipeline_options:Discarding unparseable args: ['-f', '/root/.local/share/jupyter/runtime/kernel-f8e31a84-7d91-44b3-8c53-59a03657a833.json']\n", + "WARNING:apache_beam.options.pipeline_options:Discarding unparseable args: ['-f', '/root/.local/share/jupyter/runtime/kernel-f8e31a84-7d91-44b3-8c53-59a03657a833.json']\n" + ] + }, + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Estamos en Nueva York City.\n" + ] + } + ] + } + ] +} \ No newline at end of file diff --git a/examples/notebooks/beam-ml/run_inference_multi_model.ipynb b/examples/notebooks/beam-ml/run_inference_multi_model.ipynb index 9a99ad2cf475f..7cd144223cae0 100644 --- a/examples/notebooks/beam-ml/run_inference_multi_model.ipynb +++ b/examples/notebooks/beam-ml/run_inference_multi_model.ipynb @@ -47,8 +47,7 @@ { "cell_type": "markdown", "source": [ - "# Ensemble model using an image captioning and ranking example", - "\n", + "# Ensemble model using an image captioning and ranking example\n", "\n", " diff --git a/website/www/site/content/en/documentation/programming-guide.md b/website/www/site/content/en/documentation/programming-guide.md index 8a135b9817ae1..0427e50e0b192 100644 --- a/website/www/site/content/en/documentation/programming-guide.md +++ b/website/www/site/content/en/documentation/programming-guide.md @@ -2568,9 +2568,7 @@ Timers and States are explained in more detail in the {{< paragraph class="language-go">}} **Timer and State:** -User defined State parameters can be used in a stateful DoFn. Timers aren't implemented in the Go SDK yet; -see more at [Issue 22737](https://github.com/apache/beam/issues/22737). Once implemented, user defined Timer -parameters can be used in a stateful DoFn. +User defined State and Timer parameters can be used in a stateful DoFn. Timers and States are explained in more detail in the [Timely (and Stateful) Processing with Apache Beam](/blog/2017/08/28/timely-processing.html) blog post. {{< /paragraph >}} @@ -6147,7 +6145,7 @@ _ = (p | 'Read per user' >> ReadPerUser() {{< /highlight >}} {{< highlight go >}} -{{< code_sample "sdks/go/examples/snippets/04transforms.go" state_and_timers >}} +{{< code_sample "sdks/go/examples/snippets/04transforms.go" bag_state >}} {{< /highlight >}} ### 11.2. Deferred state reads {#deferred-state-reads} @@ -6270,7 +6268,7 @@ _ = (p | 'Read per user' >> ReadPerUser() {{< /highlight >}} {{< highlight go >}} -This is not supported yet, see https://github.com/apache/beam/issues/22737. +{{< code_sample "sdks/go/examples/snippets/04transforms.go" event_time_timer >}} {{< /highlight >}} #### 11.3.2. Processing-time timers {#processing-time-timers} @@ -6322,7 +6320,7 @@ _ = (p | 'Read per user' >> ReadPerUser() {{< /highlight >}} {{< highlight go >}} -This is not supported yet, see https://github.com/apache/beam/issues/22737. +{{< code_sample "sdks/go/examples/snippets/04transforms.go" processing_time_timer >}} {{< /highlight >}} #### 11.3.3. Dynamic timer tags {#dynamic-timer-tags} @@ -6383,7 +6381,7 @@ _ = (p | 'Read per user' >> ReadPerUser() {{< /highlight >}} {{< highlight go >}} -This is not supported yet, see https://github.com/apache/beam/issues/22737. +{{< code_sample "sdks/go/examples/snippets/04transforms.go" dynamic_timer_tags >}} {{< /highlight >}} #### 11.3.4. Timer output timestamps {#timer-output-timestamps} @@ -6435,6 +6433,10 @@ perUser.apply(ParDo.of(new DoFn, OutputT>() { })); {{< /highlight >}} +{{< highlight go >}} +{{< code_sample "sdks/go/examples/snippets/04transforms.go" timer_output_timestamps_bad >}} +{{< /highlight >}} + The problem with this code is that the ParDo is buffering elements, however nothing is preventing the watermark from advancing past the timestamp of those elements, so all those elements might be dropped as late data. In order to prevent this from happening, an output timestamp needs to be set on the timer to prevent the watermark from advancing @@ -6471,7 +6473,7 @@ perUser.apply(ParDo.of(new DoFn, OutputT>() { ? Instant.now().plus(Duration.standardMinutes(1)) : new Instant(timerTimestampMs); // Setting the outputTimestamp to the minimum timestamp in the bag holds the watermark to that timestamp until the // timer fires. This allows outputting all the elements with their timestamp. - timer.withOutputTimestamp(minTimestamp.read()).set(timerToSet). + timer.withOutputTimestamp(minTimestamp.read()).s et(timerToSet). timerTimestamp.write(timerToSet.getMillis()); } @@ -6494,7 +6496,7 @@ Timer output timestamps is not yet supported in Python SDK. See https://github.c {{< /highlight >}} {{< highlight go >}} -This is not supported yet, see https://github.com/apache/beam/issues/22737. +{{< code_sample "sdks/go/examples/snippets/04transforms.go" timer_output_timestamps_good >}} {{< /highlight >}} ### 11.4. Garbage collecting state {#garbage-collecting-state} @@ -6624,7 +6626,7 @@ _ = (p | 'Read per user' >> ReadPerUser() {{< /highlight >}} {{< highlight go >}} -This is not supported yet, see https://github.com/apache/beam/issues/22737. +{{< code_sample "sdks/go/examples/snippets/04transforms.go" timer_garbage_collection >}} {{< /highlight >}} ### 11.5. State and timers examples {#state-timers-examples} @@ -6764,6 +6766,11 @@ _ = (p | 'EventsPerLinkId' >> ReadPerLinkEvents() | 'Join DoFn' >> beam.ParDo(JoinDoFn())) {{< /highlight >}} + +{{< highlight go >}} +{{< code_sample "sdks/go/examples/snippets/04transforms.go" join_dofn_example >}} +{{< /highlight >}} + #### 11.5.2. Batching RPCs {#batching-rpcs} In this example, input elements are being forwarded to an external RPC service. The RPC accepts batch requests - @@ -6830,6 +6837,12 @@ class BufferDoFn(DoFn): {{< /highlight >}} + +{{< highlight go >}} +{{< code_sample "sdks/go/examples/snippets/04transforms.go" batching_dofn_example >}} +{{< /highlight >}} + + ## 12. Splittable `DoFns` {#splittable-dofns} A Splittable `DoFn` (SDF) enables users to create modular components containing I/Os (and some advanced @@ -7664,7 +7677,7 @@ When an SDK-specific wrapper isn't available, you will have to access the cross- | beam.Create(['a', 'b']).with_output_types(unicode) | beam.ExternalTransform( TEST_PREFIX_URN, - ImplicitSchemaPayloadBuilder({'data': u'0'}), + ImplicitSchemaPayloadBuilder({'data': '0'}), )) assert_that(res, equal_to(['0a', '0b'])) ``` diff --git a/website/www/site/content/en/documentation/runners/flink.md b/website/www/site/content/en/documentation/runners/flink.md index 2fc4bc83bb704..64a6e9bade9b7 100644 --- a/website/www/site/content/en/documentation/runners/flink.md +++ b/website/www/site/content/en/documentation/runners/flink.md @@ -93,7 +93,7 @@ from the [compatibility table](#flink-version-compatibility) below. For example: {{< highlight java >}} org.apache.beam - beam-runners-flink-1.14 + beam-runners-flink-1.16 {{< param release_latest >}} {{< /highlight >}} @@ -201,6 +201,8 @@ Starting with Beam 2.18.0, pre-built Flink Job Service Docker images are availab [Flink 1.12](https://hub.docker.com/r/apache/beam_flink1.12_job_server). [Flink 1.13](https://hub.docker.com/r/apache/beam_flink1.13_job_server). [Flink 1.14](https://hub.docker.com/r/apache/beam_flink1.14_job_server). +[Flink 1.15](https://hub.docker.com/r/apache/beam_flink1.15_job_server). +[Flink 1.16](https://hub.docker.com/r/apache/beam_flink1.16_job_server). {{< /paragraph >}} @@ -313,8 +315,8 @@ reference. ## Flink Version Compatibility The Flink cluster version has to match the minor version used by the FlinkRunner. -The minor version is the first two numbers in the version string, e.g. in `1.13.0` the -minor version is `1.13`. +The minor version is the first two numbers in the version string, e.g. in `1.16.0` the +minor version is `1.16`. We try to track the latest version of Apache Flink at the time of the Beam release. A Flink version is supported by Beam for the time it is supported by the Flink community. @@ -323,189 +325,87 @@ To find out which version of Flink is compatible with Beam please see the table
\n", " Run in Google Colab\n", @@ -65,12 +64,12 @@ { "cell_type": "markdown", "source": [ - "A single machine learning model might not be the right solution for your task. Often, machine learning model tasks involve aggregating mutliple models together to produce one optimal predictive model and to boost performance. \n", - " \n", + "When performing complex tasks like image captioning, using a single ML model may not be the best solution.\n", + "\n", "\n", "This notebook shows how to implement a cascade model in Apache Beam using the [RunInference API](https://beam.apache.org/documentation/sdks/python-machine-learning/). The RunInference API enables you to run your Beam transforms as part of your pipeline for optimal machine learning inference.\n", "\n", - "For more information about the RunInference API, review the [RunInference notebook](https://colab.research.google.com/drive/111USL4VhUa0xt_mKJxl5nC1YLOC8_yF4?usp=sharing#scrollTo=746b67a7-3562-467f-bea3-d8cd18c14927).\n", + "For more information about the RunInference API, review the [RunInference notebook](https://colab.research.google.com/drive/111USL4VhUa0xt_mKJxl5nC1YLOC8_yF4?usp=sharing#scrollTo=746b67a7-3562-467f-bea3-d8cd18c14927) or the [Beam ML documentation](https://beam.apache.org/documentation/ml/overview/).\n", "\n", "**Note:** All images are licensed CC-BY, and creators are listed in the [LICENSE.txt](https://storage.googleapis.com/apache-beam-samples/image_captioning/LICENSE.txt) file." ], @@ -94,7 +93,7 @@ "\n", "This example shows how to generate captions on a a large set of images. Apache Beam is the ideal tool to handle this workflow. We use two models for this task:\n", "\n", - "* [BLIP](https://github.com/salesforce/BLIP): Generates a set of candidate captions for a given image. \n", + "* [BLIP](https://github.com/salesforce/BLIP): Generates a set of candidate captions for a given image.\n", "* [CLIP](https://github.com/openai/CLIP): Ranks the generated captions based on accuracy." ], "metadata": { @@ -119,7 +118,7 @@ "* Run inference with BLIP to generate a list of caption candidates.\n", "* Aggregate the generated captions with their source image.\n", "* Preprocess the aggregated image-caption pairs to rank them with CLIP.\n", - "* Run inference with CLIP to generate the caption ranking. \n", + "* Run inference with CLIP to generate the caption ranking.\n", "* Print the image names and the captions sorted according to their ranking.\n", "\n", "\n", @@ -139,13 +138,13 @@ "metadata": { "colab": { "base_uri": "https://localhost:8080/", - "height": 440 + "height": 460 }, "id": "3suC5woJLW_N", - "outputId": "d2f9f67b-361b-4ae9-f9db-ce2ff9abd509", + "outputId": "2b5e78bf-f212-4a77-9325-8808ef024c2e", "cellView": "form" }, - "execution_count": null, + "execution_count": 1, "outputs": [ { "output_type": "execute_result", @@ -158,7 +157,7 @@ ] }, "metadata": {}, - "execution_count": 3 + "execution_count": 1 } ] }, @@ -184,68 +183,34 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 1, "metadata": { - "id": "tTUZpG9_q-OW", - "colab": { - "base_uri": "https://localhost:8080/" - }, - "outputId": "9ee6407a-8e4b-4520-fe5d-54a886b6e0b1" + "id": "tTUZpG9_q-OW" }, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "\u001b[K |████████████████████████████████| 2.1 MB 7.0 MB/s \n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m3.4/3.4 MB\u001b[0m \u001b[31m47.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m3.3/3.3 MB\u001b[0m \u001b[31m90.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m182.4/182.4 kB\u001b[0m \u001b[31m21.6 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m880.6/880.6 kB\u001b[0m \u001b[31m69.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", - "\u001b[?25h Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n", - " Building wheel for sacremoses (setup.py) ... \u001b[?25l\u001b[?25hdone\n", - "\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. 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It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n", - "\u001b[0m" - ] - } - ], + "outputs": [], "source": [ "!pip install --upgrade pip --quiet\n", - "!pip install transformers==4.15.0 --quiet\n", + "!pip install transformers==4.30.2 --quiet\n", "!pip install timm==0.4.12 --quiet\n", "!pip install ftfy==6.1.1 --quiet\n", "!pip install spacy==3.4.1 --quiet\n", "!pip install fairscale==0.4.4 --quiet\n", - "!pip install apache_beam[gcp]>=2.40.0 \n", + "!pip install apache_beam[gcp]>=2.48.0\n", "\n", "# To use the newly installed versions, restart the runtime.\n", - "exit() " + "exit()" ] }, { "cell_type": "code", "source": [ "import requests\n", - "import os \n", + "import os\n", "import urllib\n", - "import json \n", + "import json\n", "import io\n", "from io import BytesIO\n", + "from typing import Sequence\n", "from typing import Iterator\n", "from typing import Iterable\n", "from typing import Tuple\n", @@ -303,7 +268,7 @@ "base_uri": "https://localhost:8080/" }, "id": "Ud4sUXV2x8LO", - "outputId": "9e12ea04-a347-426f-8145-280a5676e78b" + "outputId": "cc814ff8-d424-4880-e006-56803e0508aa" }, "execution_count": 2, "outputs": [ @@ -311,7 +276,6 @@ "output_type": "stream", "name": "stdout", "text": [ - "Error: Failed to call git rev-parse --git-dir --show-toplevel: \"fatal: not a git repository (or any of the parent directories): .git\\n\"\n", "Git LFS initialized.\n", "Cloning into 'clip-vit-base-patch32'...\n", "remote: Enumerating objects: 51, done.\u001b[K\n", @@ -362,7 +326,7 @@ "base_uri": "https://localhost:8080/" }, "id": "g4-6WwqUtxea", - "outputId": "3b04b933-aab0-4f5b-c967-ed784125bc6a" + "outputId": "29112ca0-f111-48b7-d8cc-a4e04fb7a02b" }, "execution_count": 4, "outputs": [ @@ -388,8 +352,8 @@ "from BLIP.models.blip import blip_decoder\n", "\n", "!gdown 'https://storage.googleapis.com/sfr-vision-language-research/BLIP/models/model*_base_caption.pth'\n", - "# The blip model is saved as a checkoint, load it and save it as a state dict since RunInference required \n", - "# a state dict for model instantiation \n", + "# The blip model is saved as a checkpoint, load it and save it as a state dict since RunInference required\n", + "# a state dict for model instantiation\n", "blip_state_dict_path = '/content/BLIP/blip_state_dict.pth'\n", "torch.save(torch.load('/content/BLIP/model*_base_caption.pth')['model'], blip_state_dict_path)" ], @@ -398,7 +362,7 @@ "base_uri": "https://localhost:8080/" }, "id": "GCvOP_iZh41c", - "outputId": "224c22b1-eda6-463c-c926-1341ec9edef8" + "outputId": "a96f0ff5-cdf7-4394-be6e-d5bfca2f3a1f" }, "execution_count": 5, "outputs": [ @@ -409,7 +373,7 @@ "Downloading...\n", "From: https://storage.googleapis.com/sfr-vision-language-research/BLIP/models/model*_base_caption.pth\n", "To: /content/BLIP/model*_base_caption.pth\n", - "100% 896M/896M [00:04<00:00, 198MB/s] \n" + "100% 896M/896M [00:04<00:00, 198MB/s]\n" ] } ] @@ -500,9 +464,9 @@ "\n", " \"\"\"\n", " Process the raw image input to a format suitable for BLIP inference. The processed\n", - " images are duplicated to the number of desired captions per image. \n", + " images are duplicated to the number of desired captions per image.\n", "\n", - " Preprocessing transformation taken from: \n", + " Preprocessing transformation taken from:\n", " https://github.com/salesforce/BLIP/blob/d10be550b2974e17ea72e74edc7948c9e5eab884/predict.py\n", " \"\"\"\n", "\n", @@ -510,7 +474,7 @@ " self._captions_per_image = captions_per_image\n", "\n", " def setup(self):\n", - " \n", + "\n", " # Initialize the image transformer.\n", " self._transform = transforms.Compose([\n", " transforms.Resize((384, 384),interpolation=InterpolationMode.BICUBIC),\n", @@ -519,7 +483,7 @@ " ])\n", "\n", " def process(self, element):\n", - " image_url, image = element \n", + " image_url, image = element\n", " # The following lines provide a workaround to turn off BatchElements.\n", " preprocessed_img = self._transform(image).unsqueeze(0)\n", " preprocessed_img = preprocessed_img.repeat(self._captions_per_image, 1, 1, 1)\n", @@ -533,7 +497,7 @@ " Process the PredictionResult to get the generated image captions\n", " \"\"\"\n", " def process(self, element : Tuple[str, Iterable[PredictionResult]]):\n", - " image_url, prediction = element \n", + " image_url, prediction = element\n", "\n", " return [(image_url, prediction.inference)]" ], @@ -546,7 +510,7 @@ { "cell_type": "markdown", "source": [ - "### Define CLIP functions \n", + "### Define CLIP functions\n", "\n", "Define the preprocessing and postprocessing functions for CLIP." ], @@ -560,9 +524,9 @@ "class PreprocessCLIPInput(beam.DoFn):\n", "\n", " \"\"\"\n", - " Process the image-caption pair to a format suitable for CLIP inference. \n", + " Process the image-caption pair to a format suitable for CLIP inference.\n", "\n", - " After grouping the raw images with the generated captions, we need to \n", + " After grouping the raw images with the generated captions, we need to\n", " preprocess them before passing them to the ranking stage (CLIP model).\n", " \"\"\"\n", "\n", @@ -572,12 +536,12 @@ " merges_file_config_path: str):\n", "\n", " self._feature_extractor_config_path = feature_extractor_config_path\n", - " self._tokenizer_vocab_config_path = tokenizer_vocab_config_path \n", + " self._tokenizer_vocab_config_path = tokenizer_vocab_config_path\n", " self._merges_file_config_path = merges_file_config_path\n", "\n", "\n", " def setup(self):\n", - " \n", + "\n", " # Initialize the CLIP feature extractor.\n", " feature_extractor_config = CLIPConfig.from_pretrained(self._feature_extractor_config_path)\n", " feature_extractor = CLIPFeatureExtractor(feature_extractor_config)\n", @@ -585,14 +549,14 @@ " # Initialize the CLIP tokenizer.\n", " tokenizer = CLIPTokenizer(self._tokenizer_vocab_config_path,\n", " self._merges_file_config_path)\n", - " \n", + "\n", " # Initialize the CLIP processor used to process the image-caption pair.\n", " self._processor = CLIPProcessor(feature_extractor=feature_extractor,\n", " tokenizer=tokenizer)\n", "\n", " def process(self, element: Tuple[str, Dict[str, List[Any]]]):\n", "\n", - " image_url, image_captions_pair = element \n", + " image_url, image_captions_pair = element\n", " # Unpack the image and captions after grouping them with 'CoGroupByKey()'.\n", " image = image_captions_pair['image'][0]\n", " captions = image_captions_pair['captions'][0]\n", @@ -600,7 +564,7 @@ " text = captions,\n", " return_tensors=\"pt\",\n", " padding=True)\n", - " \n", + "\n", " image_url_caption_pair = (image_url, captions)\n", " return [(image_url_caption_pair, preprocessed_clip_input)]\n", "\n", @@ -612,7 +576,7 @@ " The logits are the output of the CLIP model. Here, we apply a softmax activation\n", " function to the logits to get the probabilistic distribution of the relevance\n", " of each caption to the target image. After that, we sort the captions in descending\n", - " order with respect to the probabilities as a caption-probability pair. \n", + " order with respect to the probabilities as a caption-probability pair.\n", " \"\"\"\n", "\n", " def process(self, element : Tuple[Tuple[str, List[str]], Iterable[PredictionResult]]):\n", @@ -642,7 +606,9 @@ { "cell_type": "markdown", "source": [ - "Use a `KeyedModelHandler` for both models to attach a key to the general `ModelHandler`.\n", + "A `ModelHandler` is Beam's method for defining the configuration needed to load and invoke your model. Since both the BLIP and CLIP models use Pytorch and take KeyedTensors as inputs, we will use `PytorchModelHandlerKeyedTensor` for both.\n", + "\n", + "We will use a `KeyedModelHandler` for both models to attach a key to the general `ModelHandler`.\n", "The key is used for the following purposes:\n", "* To keep a reference to the image that the inference is associated with.\n", "* To aggregate transforms of different inputs.\n", @@ -654,36 +620,6 @@ "id": "BTmSPnjj8M2m" } }, - { - "cell_type": "code", - "source": [ - "class PytorchNoBatchModelHandlerKeyedTensor(PytorchModelHandlerKeyedTensor):\n", - " \"\"\"Wrapper to PytorchModelHandler to limit batch size to 1.\n", - " The caption strings generated from the BLIP tokenizer might have different\n", - " lengths. Different length strings don't work with torch.stack() in the current RunInference\n", - " implementation, because stack() requires tensors to be the same size.\n", - " Restricting max_batch_size to 1 means there is only 1 example per `batch`\n", - " in the run_inference() call.\n", - " \"\"\"\n", - " # The following lines provide a workaround to turn off BatchElements.\n", - " def batch_elements_kwargs(self):\n", - " return {'max_batch_size': 1}" - ], - "metadata": { - "id": "OaR02_wxTMpc" - }, - "execution_count": 9, - "outputs": [] - }, - { - "cell_type": "markdown", - "source": [ - "Note that we use a `KeyedModelHandler` for both models to attach a key to the general `ModelHandler`. The key is used for aggregation transforms of different inputs." - ], - "metadata": { - "id": "gNLRO0EwvcGP" - } - }, { "cell_type": "markdown", "source": [ @@ -713,48 +649,36 @@ { "cell_type": "code", "source": [ - "class BLIPWrapper(torch.nn.Module):\n", - " \"\"\"\n", - " Wrapper around the BLIP model to overwrite the default \"forward\" method with the \"generate\" method, because BLIP uses the \n", - " \"generate\" method to produce the image captions.\n", - " \"\"\"\n", - " \n", - " def __init__(self, base_model: blip_decoder, num_beams: int, max_length: int,\n", - " min_length: int):\n", - " super().__init__()\n", - " self._model = base_model()\n", - " self._num_beams = num_beams\n", - " self._max_length = max_length\n", - " self._min_length = min_length\n", - "\n", - " def forward(self, inputs: torch.Tensor):\n", - " # Squeeze because RunInference adds an extra dimension, which is empty.\n", - " # The following lines provide a workaround to turn off BatchElements.\n", - " inputs = inputs.squeeze(0)\n", - " captions = self._model.generate(inputs,\n", - " sample=True,\n", - " num_beams=self._num_beams,\n", - " max_length=self._max_length,\n", - " min_length=self._min_length)\n", - " return [captions]\n", - "\n", - " def load_state_dict(self, state_dict: dict):\n", - " self._model.load_state_dict(state_dict)\n", - "\n", - "\n", - "BLIP_model_handler = PytorchNoBatchModelHandlerKeyedTensor(\n", + "def blip_keyed_tensor_inference_fn(\n", + " batch: Sequence[Dict[str, torch.Tensor]],\n", + " model: torch.nn.Module,\n", + " device: str,\n", + " inference_args: Optional[Dict[str, Any]] = None,\n", + " model_id: Optional[str] = None,\n", + ") -> Iterable[PredictionResult]:\n", + " # By default, Beam batches inputs for bulk inference and calls model(batch)\n", + " # Since we want to call model.generate on a single unbatched input (BLIP/CLIP\n", + " # don't handle batched inputs), we define a custom inference function.\n", + " captions = model.generate(batch[0]['inputs'],\n", + " sample=True,\n", + " num_beams=NUM_BEAMS,\n", + " max_length=MAX_CAPTION_LENGTH,\n", + " min_length=MIN_CAPTION_LENGTH)\n", + " return [PredictionResult(batch[0], captions, model_id)]\n", + "\n", + "\n", + "BLIP_model_handler = PytorchModelHandlerKeyedTensor(\n", " state_dict_path=blip_state_dict_path,\n", - " model_class=BLIPWrapper,\n", - " model_params={'base_model': blip_decoder, 'num_beams': NUM_BEAMS,\n", - " 'max_length': MAX_CAPTION_LENGTH, 'min_length': MIN_CAPTION_LENGTH},\n", - " device='GPU')\n", + " model_class=blip_decoder,\n", + " inference_fn=blip_keyed_tensor_inference_fn,\n", + " max_batch_size=1)\n", "\n", "BLIP_keyed_model_handler = KeyedModelHandler(BLIP_model_handler)" ], "metadata": { "id": "RCKBJjujVw4q" }, - "execution_count": 11, + "execution_count": 10, "outputs": [] }, { @@ -771,29 +695,33 @@ { "cell_type": "code", "source": [ - "class CLIPWrapper(CLIPModel):\n", - "\n", - " def forward(self, **kwargs: Dict[str, torch.Tensor]):\n", - " # Squeeze because RunInference adds an extra dimension, which is empty.\n", - " # The following lines provide a workaround to turn off BatchElements.\n", - " kwargs = {key: tensor.squeeze(0) for key, tensor in kwargs.items()}\n", - " output = super().forward(**kwargs)\n", - " logits = output.logits_per_image\n", - " return logits\n", - "\n", - "\n", - "CLIP_model_handler = PytorchNoBatchModelHandlerKeyedTensor(\n", + "def clip_keyed_tensor_inference_fn(\n", + " batch: Sequence[Dict[str, torch.Tensor]],\n", + " model: torch.nn.Module,\n", + " device: str,\n", + " inference_args: Optional[Dict[str, Any]] = None,\n", + " model_id: Optional[str] = None,\n", + ") -> Iterable[PredictionResult]:\n", + " # By default, Beam batches inputs for bulk inference and calls model(batch)\n", + " # Since we want to call model on a single unbatched input (BLIP/CLIP don't\n", + " # handle batched inputs), we define a custom inference function.\n", + " output = model(**batch[0], **inference_args)\n", + " return [PredictionResult(batch[0], output.logits_per_image[0], model_id)]\n", + "\n", + "\n", + "CLIP_model_handler = PytorchModelHandlerKeyedTensor(\n", " state_dict_path=clip_state_dict_path,\n", - " model_class=CLIPWrapper,\n", + " model_class=CLIPModel,\n", " model_params={'config': CLIPConfig.from_pretrained(clip_model_config_path)},\n", - " device='GPU')\n", + " inference_fn=clip_keyed_tensor_inference_fn,\n", + " max_batch_size=1)\n", "\n", "CLIP_keyed_model_handler = KeyedModelHandler(CLIP_model_handler)\n" ], "metadata": { "id": "EJw_OnZ1ZfuH" }, - "execution_count": 12, + "execution_count": 11, "outputs": [] }, { @@ -817,7 +745,7 @@ "metadata": { "id": "VJwE0bquoXOf" }, - "execution_count": 13, + "execution_count": 12, "outputs": [] }, { @@ -834,7 +762,7 @@ "source": [ "#@title\n", "license_txt_url = 'https://storage.googleapis.com/apache-beam-samples/image_captioning/LICENSE.txt'\n", - "license_dict = json.loads(urllib.request.urlopen(license_txt_url).read().decode(\"utf-8\")) \n", + "license_dict = json.loads(urllib.request.urlopen(license_txt_url).read().decode(\"utf-8\"))\n", "\n", "for image_url in images_url:\n", " response = requests.get(image_url)\n", @@ -855,7 +783,7 @@ "outputId": "6e771e4e-a76a-4855-b466-976cdf35b506", "cellView": "form" }, - "execution_count": 16, + "execution_count": null, "outputs": [ { "output_type": "display_data", @@ -918,7 +846,7 @@ "metadata": { "id": "Dcz_M9GW0Kan" }, - "execution_count": 14, + "execution_count": 13, "outputs": [] }, { @@ -947,13 +875,13 @@ "with beam.Pipeline() as pipeline:\n", "\n", " read_images = (\n", - " pipeline \n", + " pipeline\n", " | \"ReadUrl\" >> beam.Create(images_url)\n", " | \"ReadImages\" >> beam.ParDo(ReadImagesFromUrl()))\n", "\n", " blip_caption_generation = (\n", " read_images\n", - " | \"PreprocessBlipInput\" >> beam.ParDo(PreprocessBLIPInput(NUM_CAPTIONS_PER_IMAGE)) \n", + " | \"PreprocessBlipInput\" >> beam.ParDo(PreprocessBLIPInput(NUM_CAPTIONS_PER_IMAGE))\n", " | \"GenerateCaptions\" >> RunInference(BLIP_keyed_model_handler)\n", " | \"PostprocessCaptions\" >> beam.ParDo(PostprocessBLIPOutput()))\n", "\n", @@ -966,19 +894,21 @@ " clip_tokenizer_vocab_config_path,\n", " clip_merges_config_path))\n", " | \"GetRankingLogits\" >> RunInference(CLIP_keyed_model_handler)\n", - " | \"RankClipOutput\" >> beam.ParDo(RankCLIPOutput()))\n", + " | \"RankClipOutput\" >> beam.ParDo(RankCLIPOutput())\n", + " )\n", "\n", " clip_captions_ranking | \"FormatCaptions\" >> beam.ParDo(FormatCaptions(NUM_TOP_CAPTIONS_TO_DISPLAY))\n", - " " + "" ], "metadata": { "colab": { - "base_uri": "https://localhost:8080/" + "base_uri": "https://localhost:8080/", + "height": 428 }, "id": "002e-FNbmuB8", - "outputId": "49c646f1-8612-433f-b134-ea8af0ff5591" + "outputId": "1b540b1e-b146-45d6-f8d3-ccaf461a87b7" }, - "execution_count": 18, + "execution_count": 14, "outputs": [ { "output_type": "stream", @@ -986,29 +916,41 @@ "text": [ "Image: Paris-sunset\n", "\tTop 3 captions ranked by CLIP:\n", - "\t\t1: the eiffel tower in paris is silhouetted at sunset. (Caption probability: 0.23)\n", - "\t\t2: the sun sets over the city of paris, with the eiffel tower in the distance. (Caption probability: 0.19)\n", - "\t\t3: the sun sets over the eiffel tower in paris. (Caption probability: 0.17)\n", + "\t\t1: the setting sun is reflected in an orange setting sky over paris. (Caption probability: 0.28)\n", + "\t\t2: the sun rising above the eiffel tower over paris. (Caption probability: 0.23)\n", + "\t\t3: the sun setting over the eiffel tower and rooftops. (Caption probability: 0.15)\n", "\n", "\n", "Image: Wedges\n", "\tTop 3 captions ranked by CLIP:\n", - "\t\t1: a basket of baked fries with a sauce in it. (Caption probability: 0.60)\n", - "\t\t2: cooked french fries with ketchup and dip sitting in napkin. (Caption probability: 0.16)\n", - "\t\t3: some french fries with dipping sauce on the side. (Caption probability: 0.08)\n", + "\t\t1: sweet potato fries with ketchup served in bowl. (Caption probability: 0.73)\n", + "\t\t2: this is a plate of sweet potato fries with ketchup. (Caption probability: 0.16)\n", + "\t\t3: sweet potato fries and a dipping sauce are on the tray. (Caption probability: 0.06)\n", "\n", "\n", "Image: Hamsters\n", "\tTop 3 captions ranked by CLIP:\n", - "\t\t1: a person petting two small hamsters while in their home. (Caption probability: 0.51)\n", - "\t\t2: a woman holding two small white baby animals. (Caption probability: 0.23)\n", - "\t\t3: a hand holding a small mouse that looks tiny. (Caption probability: 0.09)\n", + "\t\t1: person holding two small animals in their hands. (Caption probability: 0.62)\n", + "\t\t2: a person's hand holding a small hamster in front of them. (Caption probability: 0.20)\n", + "\t\t3: a person holding a small animal in their hands. (Caption probability: 0.09)\n", "\n", "\n" ] } ] }, + { + "cell_type": "markdown", + "source": [ + "# Conclusion\n", + "\n", + "After running the pipeline, you can see the captions generated by the BLIP model and ranked by the CLIP model with all of our pre/postprocessing logic applied.\n", + "As you can see, running multi-model inference is easy with the power of Beam.\n" + ], + "metadata": { + "id": "gPCMXWgOtM_0" + } + }, { "cell_type": "markdown", "source": [ diff --git a/examples/notebooks/beam-ml/run_inference_with_tensorflow_hub.ipynb b/examples/notebooks/beam-ml/run_inference_with_tensorflow_hub.ipynb index 63f1f7ccd02d3..08a6d3e64b4ee 100644 --- a/examples/notebooks/beam-ml/run_inference_with_tensorflow_hub.ipynb +++ b/examples/notebooks/beam-ml/run_inference_with_tensorflow_hub.ipynb @@ -40,7 +40,7 @@ "metadata": { "id": "fFjof1NgAJwu" }, - "execution_count": 1, + "execution_count": null, "outputs": [] }, { @@ -104,7 +104,10 @@ "cell_type": "markdown", "source": [ "## Use TensorFlow Hub's trained model URL\n", - "To use TensorFlow Hub's trained model URL, pass the model URL to the `model_uri` field of `TFModelHandler` class." + "To use TensorFlow Hub's trained model URL, pass the model URL to the `model_uri` field of `TFModelHandler` class.\n", + "\n", + "**Note:** Only models that you save in the [TF2 format](https://www.tensorflow.org/tutorials/keras/save_and_load#save_the_entire_model) are compatible with `TFModelHandler`.\n", + "To see TF2 models, go to the [TF2 section of the TensorFlow Hub](https://tfhub.dev/s?subtype=module,placeholder&tf-version=tf2)." ], "metadata": { "id": "dVLTtFxDuJT_" @@ -120,7 +123,7 @@ "metadata": { "id": "H4-ZvkcTv7MO" }, - "execution_count": 3, + "execution_count": null, "outputs": [] }, { @@ -132,7 +135,7 @@ "metadata": { "id": "n3M6FNaUwBbl" }, - "execution_count": 4, + "execution_count": null, "outputs": [] }, { @@ -154,7 +157,7 @@ "id": "q23ip_HkwL3G", "outputId": "051bfa77-ce1f-4ee2-abcd-26ae7f037180" }, - "execution_count": 5, + "execution_count": null, "outputs": [ { "output_type": "stream", @@ -187,7 +190,7 @@ "metadata": { "id": "QLFCEisBwPlz" }, - "execution_count": 6, + "execution_count": null, "outputs": [] }, { @@ -230,7 +233,7 @@ "id": "MSKMc_s6wSUH", "outputId": "73695bae-75ae-4f02-a0a5-750531b8f90b" }, - "execution_count": 8, + "execution_count": null, "outputs": [ { "output_type": "stream", @@ -249,4 +252,4 @@ ] } ] -} +} \ No newline at end of file diff --git a/examples/notebooks/tour-of-beam/dataframes.ipynb b/examples/notebooks/interactive-overview/dataframes.ipynb similarity index 100% rename from examples/notebooks/tour-of-beam/dataframes.ipynb rename to examples/notebooks/interactive-overview/dataframes.ipynb diff --git a/examples/notebooks/tour-of-beam/getting-started.ipynb b/examples/notebooks/interactive-overview/getting-started.ipynb similarity index 100% rename from examples/notebooks/tour-of-beam/getting-started.ipynb rename to examples/notebooks/interactive-overview/getting-started.ipynb diff --git a/examples/notebooks/tour-of-beam/reading-and-writing-data.ipynb b/examples/notebooks/interactive-overview/reading-and-writing-data.ipynb similarity index 100% rename from examples/notebooks/tour-of-beam/reading-and-writing-data.ipynb rename to examples/notebooks/interactive-overview/reading-and-writing-data.ipynb diff --git a/examples/notebooks/tour-of-beam/windowing.ipynb b/examples/notebooks/interactive-overview/windowing.ipynb similarity index 100% rename from examples/notebooks/tour-of-beam/windowing.ipynb rename to examples/notebooks/interactive-overview/windowing.ipynb diff --git a/gradle.properties b/gradle.properties index ccccee1420d4a..a5fb7ebbf5128 100644 --- a/gradle.properties +++ b/gradle.properties @@ -30,8 +30,8 @@ signing.gnupg.useLegacyGpg=true # buildSrc/src/main/groovy/org/apache/beam/gradle/BeamModulePlugin.groovy. # To build a custom Beam version make sure you change it in both places, see # https://github.com/apache/beam/issues/21302. -version=2.49.0-SNAPSHOT -sdk_version=2.49.0.dev +version=2.50.0-SNAPSHOT +sdk_version=2.50.0.dev javaVersion=1.8 @@ -41,4 +41,4 @@ docker_image_default_repo_prefix=beam_ # supported flink versions flink_versions=1.12,1.13,1.14,1.15,1.16 # supported python versions -python_versions=3.7,3.8,3.9,3.10,3.11 +python_versions=3.8,3.9,3.10,3.11 diff --git a/learning/beamdoc/CombinePerKeyExample.java b/learning/beamdoc/CombinePerKeyExample.java new file mode 100644 index 0000000000000..1db85a7d0ecd7 --- /dev/null +++ b/learning/beamdoc/CombinePerKeyExample.java @@ -0,0 +1,84 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Combine; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.Sum; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: CombinePerKey +// description: Demonstration of Combine.perKey transform usage. +// multifile: false +// default_example: false +// context_line: 48 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - numbers +// - distinct + +public class CombinePerKeyExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + + // [START main_section] + // PCollection is grouped by key and the Double values associated with each key + // are combined into a Double. + PCollection> salesRecords = + pipeline.apply( + Create.of( + KV.of("Apples", 2.0), + KV.of("Apples", 3.0), + KV.of("Apples", 5.0), + KV.of("Oranges", 4.0), + KV.of("Oranges", 8.0))); + PCollection> totalSalesPerPerson = + salesRecords.apply(Combine.perKey(Sum.ofDoubles())); + // [END main_section] + // Log values + totalSalesPerPerson.apply( + ParDo.of(new LogOutput<>("PCollection numbers after Combine.perKey transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/learning/beamdoc/FlattenExample.java b/learning/beamdoc/FlattenExample.java new file mode 100644 index 0000000000000..453701a66fca8 --- /dev/null +++ b/learning/beamdoc/FlattenExample.java @@ -0,0 +1,77 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.Flatten; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.PCollectionList; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: Flatten +// description: Demonstration of Flatten transform usage. +// multifile: false +// default_example: false +// context_line: 46 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - numbers + +public class FlattenExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + // Flatten takes a PCollectionList of PCollection objects of a given type. + // Returns a single PCollection that contains all of the elements in the PCollection objects in + // that list. + PCollection pc1 = pipeline.apply(Create.of("Hello")); + PCollection pc2 = pipeline.apply(Create.of("World", "Beam")); + PCollection pc3 = pipeline.apply(Create.of("Is", "Fun")); + PCollectionList collections = PCollectionList.of(pc1).and(pc2).and(pc3); + + PCollection merged = collections.apply(Flatten.pCollections()); + // [END main_section] + // Log values + merged.apply(ParDo.of(new LogOutput<>("PCollection numbers after Flatten transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/learning/beamdoc/GroupByKeyExample.java b/learning/beamdoc/GroupByKeyExample.java new file mode 100644 index 0000000000000..c8b2dd8dc2d9a --- /dev/null +++ b/learning/beamdoc/GroupByKeyExample.java @@ -0,0 +1,77 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.GroupByKey; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: GroupByKey +// description: Demonstration of GroupByKey transform usage. +// multifile: false +// default_example: false +// context_line: 46 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - strings +// - pairs +// - group + +public class GroupByKeyExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + PCollection> pt = + pipeline.apply( + Create.of( + KV.of("a", "apple"), + KV.of("a", "avocado"), + KV.of("b", "banana"), + KV.of("c", "cherry"))); + PCollection>> result = pt.apply(GroupByKey.create()); + // [END main_section] + result.apply(ParDo.of(new LogOutput<>("PCollection pairs after GroupByKey transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/learning/beamdoc/WithKeysExample.java b/learning/beamdoc/WithKeysExample.java new file mode 100644 index 0000000000000..6d77583b96ca5 --- /dev/null +++ b/learning/beamdoc/WithKeysExample.java @@ -0,0 +1,80 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.SerializableFunction; +import org.apache.beam.sdk.transforms.WithKeys; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +// beam-playground: +// name: WithKeys +// description: Demonstration of WithKeys transform usage. +// multifile: false +// default_example: false +// context_line: 48 +// categories: +// - Core Transforms +// complexity: BASIC +// tags: +// - transforms +// - strings +// - pairs + +public class WithKeysExample { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + Pipeline pipeline = Pipeline.create(options); + // [START main_section] + PCollection words = pipeline.apply(Create.of("Hello", "World", "Beam", "is", "fun")); + PCollection> lengthAndWord = + words.apply( + WithKeys.of( + new SerializableFunction() { + @Override + public Integer apply(String s) { + return s.length(); + } + })); + // [END main_section] + lengthAndWord.apply( + ParDo.of(new LogOutput<>("PCollection elements after WithKeys transform: "))); + pipeline.run(); + } + + static class LogOutput extends DoFn { + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + private final String prefix; + + public LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + c.element()); + c.output(c.element()); + } + } +} diff --git a/learning/katas/java/Common Transforms/Aggregation/Count/src/org/apache/beam/learning/katas/commontransforms/aggregation/count/Task.java b/learning/katas/java/Common Transforms/Aggregation/Count/src/org/apache/beam/learning/katas/commontransforms/aggregation/count/Task.java index ac8c03810ae98..16d823dd86521 100644 --- a/learning/katas/java/Common Transforms/Aggregation/Count/src/org/apache/beam/learning/katas/commontransforms/aggregation/count/Task.java +++ b/learning/katas/java/Common Transforms/Aggregation/Count/src/org/apache/beam/learning/katas/commontransforms/aggregation/count/Task.java @@ -22,7 +22,7 @@ // name: AggregationCount // description: Task from katas to count the number of elements. // multifile: false -// context_line: 37 +// context_line: 43 // categories: // - Combiners // complexity: BASIC diff --git a/learning/katas/java/Common Transforms/Aggregation/Max/src/org/apache/beam/learning/katas/commontransforms/aggregation/max/Task.java b/learning/katas/java/Common Transforms/Aggregation/Max/src/org/apache/beam/learning/katas/commontransforms/aggregation/max/Task.java index a31cce342548b..75af9f9d6cbc7 100644 --- a/learning/katas/java/Common Transforms/Aggregation/Max/src/org/apache/beam/learning/katas/commontransforms/aggregation/max/Task.java +++ b/learning/katas/java/Common Transforms/Aggregation/Max/src/org/apache/beam/learning/katas/commontransforms/aggregation/max/Task.java @@ -22,7 +22,7 @@ // name: AggregationMax // description: Task from katas to compute the maximum of elements. // multifile: false -// context_line: 37 +// context_line: 43 // categories: // - Combiners // complexity: BASIC diff --git a/learning/katas/java/Common Transforms/Aggregation/Mean/src/org/apache/beam/learning/katas/commontransforms/aggregation/mean/Task.java b/learning/katas/java/Common Transforms/Aggregation/Mean/src/org/apache/beam/learning/katas/commontransforms/aggregation/mean/Task.java index 526c39353255f..ab67d9c0a9f14 100644 --- a/learning/katas/java/Common Transforms/Aggregation/Mean/src/org/apache/beam/learning/katas/commontransforms/aggregation/mean/Task.java +++ b/learning/katas/java/Common Transforms/Aggregation/Mean/src/org/apache/beam/learning/katas/commontransforms/aggregation/mean/Task.java @@ -22,7 +22,7 @@ // name: AggregationMean // description: Task from katas to count mean value of the given pipeline with numbers. // multifile: false -// context_line: 37 +// context_line: 43 // categories: // - Combiners // complexity: BASIC diff --git a/learning/katas/java/Common Transforms/Aggregation/Min/src/org/apache/beam/learning/katas/commontransforms/aggregation/min/Task.java b/learning/katas/java/Common Transforms/Aggregation/Min/src/org/apache/beam/learning/katas/commontransforms/aggregation/min/Task.java index 019366a5c8409..47ee390d661ea 100644 --- a/learning/katas/java/Common Transforms/Aggregation/Min/src/org/apache/beam/learning/katas/commontransforms/aggregation/min/Task.java +++ b/learning/katas/java/Common Transforms/Aggregation/Min/src/org/apache/beam/learning/katas/commontransforms/aggregation/min/Task.java @@ -22,7 +22,7 @@ // name: AggregationMin // description: Task from katas to compute the minimum of elements. // multifile: false -// context_line: 37 +// context_line: 43 // categories: // - Combiners // complexity: BASIC diff --git a/learning/katas/java/Common Transforms/Aggregation/Sum/src/org/apache/beam/learning/katas/commontransforms/aggregation/sum/Task.java b/learning/katas/java/Common Transforms/Aggregation/Sum/src/org/apache/beam/learning/katas/commontransforms/aggregation/sum/Task.java index 8c4af74a0b5b7..7ae17f9603f85 100644 --- a/learning/katas/java/Common Transforms/Aggregation/Sum/src/org/apache/beam/learning/katas/commontransforms/aggregation/sum/Task.java +++ b/learning/katas/java/Common Transforms/Aggregation/Sum/src/org/apache/beam/learning/katas/commontransforms/aggregation/sum/Task.java @@ -22,7 +22,7 @@ // name: AggregationSum // description: Task from katas to compute the sum of all elements. // multifile: false -// context_line: 37 +// context_line: 43 // categories: // - Combiners // complexity: BASIC diff --git a/learning/katas/java/Common Transforms/Filter/Filter/src/org/apache/beam/learning/katas/commontransforms/filter/filter/Task.java b/learning/katas/java/Common Transforms/Filter/Filter/src/org/apache/beam/learning/katas/commontransforms/filter/filter/Task.java index 8183928428923..afa2e8edb6178 100644 --- a/learning/katas/java/Common Transforms/Filter/Filter/src/org/apache/beam/learning/katas/commontransforms/filter/filter/Task.java +++ b/learning/katas/java/Common Transforms/Filter/Filter/src/org/apache/beam/learning/katas/commontransforms/filter/filter/Task.java @@ -22,7 +22,7 @@ // name: Filter // description: Task from katas to implement a filter function that filters out odd numbers. // multifile: false -// context_line: 37 +// context_line: 43 // categories: // - Filtering // complexity: BASIC diff --git a/learning/katas/java/Common Transforms/Filter/ParDo/src/org/apache/beam/learning/katas/commontransforms/filter/pardo/Task.java b/learning/katas/java/Common Transforms/Filter/ParDo/src/org/apache/beam/learning/katas/commontransforms/filter/pardo/Task.java index 34c2d3eaed90b..e3c8179ae72f3 100644 --- a/learning/katas/java/Common Transforms/Filter/ParDo/src/org/apache/beam/learning/katas/commontransforms/filter/pardo/Task.java +++ b/learning/katas/java/Common Transforms/Filter/ParDo/src/org/apache/beam/learning/katas/commontransforms/filter/pardo/Task.java @@ -22,7 +22,7 @@ // name: FilterParDo // description: Task from katas to implement a filter function that filters out the even numbers by using DoFn. // multifile: false -// context_line: 38 +// context_line: 44 // categories: // - Filtering // complexity: BASIC diff --git a/learning/katas/java/Common Transforms/WithKeys/WithKeys/src/org/apache/beam/learning/katas/commontransforms/withkeys/Task.java b/learning/katas/java/Common Transforms/WithKeys/WithKeys/src/org/apache/beam/learning/katas/commontransforms/withkeys/Task.java index 0ce6e9585e32e..34e728b839c1c 100644 --- a/learning/katas/java/Common Transforms/WithKeys/WithKeys/src/org/apache/beam/learning/katas/commontransforms/withkeys/Task.java +++ b/learning/katas/java/Common Transforms/WithKeys/WithKeys/src/org/apache/beam/learning/katas/commontransforms/withkeys/Task.java @@ -22,12 +22,12 @@ // name: WithKeys // description: Task from katas to convert each fruit name into a KV of its first letter and itself. // multifile: false -// context_line: 40 +// context_line: 46 // categories: // - Combiners // complexity: BASIC // tags: -// - transform +// - transforms // - strings import static org.apache.beam.sdk.values.TypeDescriptors.strings; diff --git a/learning/katas/java/Core Transforms/Branching/Branching/src/org/apache/beam/learning/katas/coretransforms/branching/Task.java b/learning/katas/java/Core Transforms/Branching/Branching/src/org/apache/beam/learning/katas/coretransforms/branching/Task.java index 4bad2c5d34ab5..82cf90e0b716b 100644 --- a/learning/katas/java/Core Transforms/Branching/Branching/src/org/apache/beam/learning/katas/coretransforms/branching/Task.java +++ b/learning/katas/java/Core Transforms/Branching/Branching/src/org/apache/beam/learning/katas/coretransforms/branching/Task.java @@ -23,14 +23,14 @@ // description: Task from katas to branch out the numbers to two different transforms, one transform // is multiplying each number by 5 and the other transform is multiplying each number by 10. // multifile: false -// context_line: 41 +// context_line: 48 // categories: // - Branching // - Core Transforms // complexity: BASIC // tags: // - branch -// - transform +// - transforms // - numbers import static org.apache.beam.sdk.values.TypeDescriptors.integers; diff --git a/learning/katas/java/Core Transforms/CoGroupByKey/CoGroupByKey/src/org/apache/beam/learning/katas/coretransforms/cogroupbykey/Task.java b/learning/katas/java/Core Transforms/CoGroupByKey/CoGroupByKey/src/org/apache/beam/learning/katas/coretransforms/cogroupbykey/Task.java index 4dc413d25d682..aa1e828df4448 100644 --- a/learning/katas/java/Core Transforms/CoGroupByKey/CoGroupByKey/src/org/apache/beam/learning/katas/coretransforms/cogroupbykey/Task.java +++ b/learning/katas/java/Core Transforms/CoGroupByKey/CoGroupByKey/src/org/apache/beam/learning/katas/coretransforms/cogroupbykey/Task.java @@ -22,7 +22,7 @@ // name: JoinPCollections // description: Task from katas that joins two PCollections. // multifile: true -// context_line: 48 +// context_line: 54 // categories: // - Combiners // - Core Transforms diff --git a/learning/katas/java/Core Transforms/Combine/BinaryCombineFn Lambda/src/org/apache/beam/learning/katas/coretransforms/combine/binarycombinefnlambda/Task.java b/learning/katas/java/Core Transforms/Combine/BinaryCombineFn Lambda/src/org/apache/beam/learning/katas/coretransforms/combine/binarycombinefnlambda/Task.java index 81882cfa7540a..29c13e0ccec0a 100644 --- a/learning/katas/java/Core Transforms/Combine/BinaryCombineFn Lambda/src/org/apache/beam/learning/katas/coretransforms/combine/binarycombinefnlambda/Task.java +++ b/learning/katas/java/Core Transforms/Combine/BinaryCombineFn Lambda/src/org/apache/beam/learning/katas/coretransforms/combine/binarycombinefnlambda/Task.java @@ -22,13 +22,13 @@ // name: BinaryCombineFnLambda // description: Task from katas to implement the summation of BigIntegers using lambda. // multifile: false -// context_line: 39 +// context_line: 45 // categories: // - Combiners // - Core Transforms // complexity: BASIC // tags: -// - transform +// - transforms // - numbers import java.math.BigInteger; diff --git a/learning/katas/java/Core Transforms/Combine/BinaryCombineFn/src/org/apache/beam/learning/katas/coretransforms/combine/binarycombinefn/Task.java b/learning/katas/java/Core Transforms/Combine/BinaryCombineFn/src/org/apache/beam/learning/katas/coretransforms/combine/binarycombinefn/Task.java index dc18dcc816d1e..4379fd88d20d3 100644 --- a/learning/katas/java/Core Transforms/Combine/BinaryCombineFn/src/org/apache/beam/learning/katas/coretransforms/combine/binarycombinefn/Task.java +++ b/learning/katas/java/Core Transforms/Combine/BinaryCombineFn/src/org/apache/beam/learning/katas/coretransforms/combine/binarycombinefn/Task.java @@ -22,13 +22,13 @@ // name: BinaryCombineFn // description: Task from katas to implement the summation of BigIntegers. // multifile: false -// context_line: 40 +// context_line: 46 // categories: // - Combiners // - Core Transforms // complexity: BASIC // tags: -// - transform +// - transforms // - numbers import java.math.BigInteger; diff --git a/learning/katas/java/Core Transforms/Combine/Combine PerKey/src/org/apache/beam/learning/katas/coretransforms/combine/combineperkey/Task.java b/learning/katas/java/Core Transforms/Combine/Combine PerKey/src/org/apache/beam/learning/katas/coretransforms/combine/combineperkey/Task.java index 0c6b9c0bd09d8..29cc98580f1e3 100644 --- a/learning/katas/java/Core Transforms/Combine/Combine PerKey/src/org/apache/beam/learning/katas/coretransforms/combine/combineperkey/Task.java +++ b/learning/katas/java/Core Transforms/Combine/Combine PerKey/src/org/apache/beam/learning/katas/coretransforms/combine/combineperkey/Task.java @@ -22,7 +22,7 @@ // name: CombinePerKey // description: Task from katas to implement the summation of scores per player. // multifile: false -// context_line: 40 +// context_line: 51 // categories: // - Combiners // - Core Transforms diff --git a/learning/katas/java/Core Transforms/Combine/CombineFn/src/org/apache/beam/learning/katas/coretransforms/combine/combinefn/Task.java b/learning/katas/java/Core Transforms/Combine/CombineFn/src/org/apache/beam/learning/katas/coretransforms/combine/combinefn/Task.java index e5efbbd692553..e72d046b8dc84 100644 --- a/learning/katas/java/Core Transforms/Combine/CombineFn/src/org/apache/beam/learning/katas/coretransforms/combine/combinefn/Task.java +++ b/learning/katas/java/Core Transforms/Combine/CombineFn/src/org/apache/beam/learning/katas/coretransforms/combine/combinefn/Task.java @@ -22,7 +22,7 @@ // name: CombineFn // description: Task from katas averaging. // multifile: false -// context_line: 41 +// context_line: 48 // categories: // - Combiners // - Core Transforms diff --git a/learning/katas/java/Core Transforms/Combine/Simple Function/src/org/apache/beam/learning/katas/coretransforms/combine/simple/Task.java b/learning/katas/java/Core Transforms/Combine/Simple Function/src/org/apache/beam/learning/katas/coretransforms/combine/simple/Task.java index 1d415452f51a5..fe58cbc9a8253 100644 --- a/learning/katas/java/Core Transforms/Combine/Simple Function/src/org/apache/beam/learning/katas/coretransforms/combine/simple/Task.java +++ b/learning/katas/java/Core Transforms/Combine/Simple Function/src/org/apache/beam/learning/katas/coretransforms/combine/simple/Task.java @@ -22,7 +22,7 @@ // name: FilterSimpleFunction // description: Task from katas to implement the summation of numbers. // multifile: false -// context_line: 39 +// context_line: 46 // categories: // - Combiners // - Core Transforms diff --git a/learning/katas/java/Core Transforms/Composite Transform/Composite Transform/src/org/apache/beam/learning/katas/coretransforms/composite/Task.java b/learning/katas/java/Core Transforms/Composite Transform/Composite Transform/src/org/apache/beam/learning/katas/coretransforms/composite/Task.java index 84f9311b5d7c9..7ccefe70a69b2 100644 --- a/learning/katas/java/Core Transforms/Composite Transform/Composite Transform/src/org/apache/beam/learning/katas/coretransforms/composite/Task.java +++ b/learning/katas/java/Core Transforms/Composite Transform/Composite Transform/src/org/apache/beam/learning/katas/coretransforms/composite/Task.java @@ -23,7 +23,7 @@ // description: Task from katas to implement a composite transform "ExtractAndMultiplyNumbers" // that extracts numbers from comma separated line and then multiplies each number by 10. // multifile: false -// context_line: 46 +// context_line: 54 // categories: // - Combiners // - Flatten diff --git a/learning/katas/java/Core Transforms/Flatten/Flatten/src/org/apache/beam/learning/katas/coretransforms/flatten/Task.java b/learning/katas/java/Core Transforms/Flatten/Flatten/src/org/apache/beam/learning/katas/coretransforms/flatten/Task.java index b96221b68a7bd..1426399caf8a5 100644 --- a/learning/katas/java/Core Transforms/Flatten/Flatten/src/org/apache/beam/learning/katas/coretransforms/flatten/Task.java +++ b/learning/katas/java/Core Transforms/Flatten/Flatten/src/org/apache/beam/learning/katas/coretransforms/flatten/Task.java @@ -22,14 +22,14 @@ // name: Flatten // description: Task from katas that merges two PCollections of words into a single PCollection. // multifile: false -// context_line: 40 +// context_line: 47 // categories: // - Combiners // - Flatten // - Core Transforms // complexity: BASIC // tags: -// - transform +// - transforms // - join // - strings diff --git a/learning/katas/java/Core Transforms/GroupByKey/GroupByKey/src/org/apache/beam/learning/katas/coretransforms/groupbykey/Task.java b/learning/katas/java/Core Transforms/GroupByKey/GroupByKey/src/org/apache/beam/learning/katas/coretransforms/groupbykey/Task.java index c7d79a20c0fa7..7277da4f811ee 100644 --- a/learning/katas/java/Core Transforms/GroupByKey/GroupByKey/src/org/apache/beam/learning/katas/coretransforms/groupbykey/Task.java +++ b/learning/katas/java/Core Transforms/GroupByKey/GroupByKey/src/org/apache/beam/learning/katas/coretransforms/groupbykey/Task.java @@ -22,13 +22,13 @@ // name: GroupByKey // description: Task from katas that groups words by its first letter. // multifile: false -// context_line: 43 +// context_line: 50 // categories: // - Combiners // - Core Transforms // complexity: BASIC // tags: -// - transform +// - transforms // - map // - strings diff --git a/learning/katas/java/Core Transforms/Map/MapElements/src/org/apache/beam/learning/katas/coretransforms/map/mapelements/Task.java b/learning/katas/java/Core Transforms/Map/MapElements/src/org/apache/beam/learning/katas/coretransforms/map/mapelements/Task.java index efecf681ca9b2..f90f5f01627c2 100644 --- a/learning/katas/java/Core Transforms/Map/MapElements/src/org/apache/beam/learning/katas/coretransforms/map/mapelements/Task.java +++ b/learning/katas/java/Core Transforms/Map/MapElements/src/org/apache/beam/learning/katas/coretransforms/map/mapelements/Task.java @@ -22,12 +22,12 @@ // name: Map // description: Task from katas to implement a simple map function that multiplies all input elements by 5. // multifile: false -// context_line: 38 +// context_line: 45 // categories: // - Core Transforms // complexity: BASIC // tags: -// - transform +// - transforms // - map // - numbers diff --git a/learning/katas/java/Core Transforms/Map/ParDo OneToMany/src/org/apache/beam/learning/katas/coretransforms/map/pardoonetomany/Task.java b/learning/katas/java/Core Transforms/Map/ParDo OneToMany/src/org/apache/beam/learning/katas/coretransforms/map/pardoonetomany/Task.java index 9d472b0b21ae0..d429adb547769 100644 --- a/learning/katas/java/Core Transforms/Map/ParDo OneToMany/src/org/apache/beam/learning/katas/coretransforms/map/pardoonetomany/Task.java +++ b/learning/katas/java/Core Transforms/Map/ParDo OneToMany/src/org/apache/beam/learning/katas/coretransforms/map/pardoonetomany/Task.java @@ -22,13 +22,13 @@ // name: MapParDoOneToMany // description: Task from katas that maps each input sentence into words split by whitespace (" "). // multifile: false -// context_line: 39 +// context_line: 45 // categories: // - Flatten // - Core Transforms // complexity: BASIC // tags: -// - transform +// - transforms // - strings import org.apache.beam.learning.katas.util.Log; diff --git a/learning/katas/java/Core Transforms/Map/ParDo/src/org/apache/beam/learning/katas/coretransforms/map/pardo/Task.java b/learning/katas/java/Core Transforms/Map/ParDo/src/org/apache/beam/learning/katas/coretransforms/map/pardo/Task.java index 608c9cdb350b3..43aafd86069e1 100644 --- a/learning/katas/java/Core Transforms/Map/ParDo/src/org/apache/beam/learning/katas/coretransforms/map/pardo/Task.java +++ b/learning/katas/java/Core Transforms/Map/ParDo/src/org/apache/beam/learning/katas/coretransforms/map/pardo/Task.java @@ -22,12 +22,12 @@ // name: MapPardo // description: Task from katas that maps the input element by multiplying it by 10. // multifile: false -// context_line: 38 +// context_line: 44 // categories: // - Core Transforms // complexity: BASIC // tags: -// - transform +// - transforms // - numbers import org.apache.beam.learning.katas.util.Log; diff --git a/learning/katas/java/Core Transforms/Partition/Partition/src/org/apache/beam/learning/katas/coretransforms/partition/Task.java b/learning/katas/java/Core Transforms/Partition/Partition/src/org/apache/beam/learning/katas/coretransforms/partition/Task.java index cc3a87a35cb2d..917c6cc555bf6 100644 --- a/learning/katas/java/Core Transforms/Partition/Partition/src/org/apache/beam/learning/katas/coretransforms/partition/Task.java +++ b/learning/katas/java/Core Transforms/Partition/Partition/src/org/apache/beam/learning/katas/coretransforms/partition/Task.java @@ -23,14 +23,14 @@ // description: Task from katas that splits a PCollection of numbers into two PCollections. The first PCollection // contains numbers greater than 100, and the second PCollection contains the remaining numbers. // multifile: false -// context_line: 41 +// context_line: 48 // categories: // - Core Transforms // - Multiple Outputs // complexity: BASIC // tags: // - split -// - transform +// - transforms // - numbers import org.apache.beam.learning.katas.util.Log; diff --git a/learning/katas/java/Core Transforms/Side Input/Side Input/src/org/apache/beam/learning/katas/coretransforms/sideinput/Task.java b/learning/katas/java/Core Transforms/Side Input/Side Input/src/org/apache/beam/learning/katas/coretransforms/sideinput/Task.java index 8504373b7f7ef..95d94901bb3e9 100644 --- a/learning/katas/java/Core Transforms/Side Input/Side Input/src/org/apache/beam/learning/katas/coretransforms/sideinput/Task.java +++ b/learning/katas/java/Core Transforms/Side Input/Side Input/src/org/apache/beam/learning/katas/coretransforms/sideinput/Task.java @@ -19,16 +19,16 @@ package org.apache.beam.learning.katas.coretransforms.sideinput; // beam-playground: -// name: SideInput -// description: Task from katas to enrich each Person with the country based on the city he/she lives in. -// multifile: true -// context_line: 38 -// categories: -// - Side Input -// complexity: BASIC -// tags: -// - transform -// - strings +// name: SideInput +// description: Task from katas to enrich each Person with the country based on the city he/she lives in. +// multifile: true +// context_line: 48 +// categories: +// - Side Input +// complexity: BASIC +// tags: +// - transforms +// - strings import java.util.Map; import org.apache.beam.learning.katas.util.Log; diff --git a/learning/katas/java/Core Transforms/Side Output/Side Output/src/org/apache/beam/learning/katas/coretransforms/sideoutput/Task.java b/learning/katas/java/Core Transforms/Side Output/Side Output/src/org/apache/beam/learning/katas/coretransforms/sideoutput/Task.java index b8d450f9d943e..ab60d0e895661 100644 --- a/learning/katas/java/Core Transforms/Side Output/Side Output/src/org/apache/beam/learning/katas/coretransforms/sideoutput/Task.java +++ b/learning/katas/java/Core Transforms/Side Output/Side Output/src/org/apache/beam/learning/katas/coretransforms/sideoutput/Task.java @@ -22,14 +22,14 @@ // name: SideOutput // description: Task from katas to implement additional output to your ParDo for numbers bigger than 100. // multifile: false -// context_line: 43 +// context_line: 50 // categories: // - Combiners // - Core Transforms // - Multiple Outputs // complexity: BASIC // tags: -// - transform +// - transforms // - numbers // - output diff --git a/learning/katas/java/Examples/Word Count/Word Count/src/org/apache/beam/learning/katas/examples/wordcount/Task.java b/learning/katas/java/Examples/Word Count/Word Count/src/org/apache/beam/learning/katas/examples/wordcount/Task.java index d4760ebde65f6..3791bb8fb56c0 100644 --- a/learning/katas/java/Examples/Word Count/Word Count/src/org/apache/beam/learning/katas/examples/wordcount/Task.java +++ b/learning/katas/java/Examples/Word Count/Word Count/src/org/apache/beam/learning/katas/examples/wordcount/Task.java @@ -22,13 +22,13 @@ // name: WordCountKata // description: Task from katas to create a pipeline that counts the number of words. // multifile: false -// context_line: 43 +// context_line: 50 // categories: // - Combiners // complexity: BASIC // tags: // - count -// - transform +// - transforms // - numbers import java.util.Arrays; diff --git a/learning/katas/java/Introduction/Hello Beam/Hello Beam/src/org/apache/beam/learning/katas/intro/hello/Task.java b/learning/katas/java/Introduction/Hello Beam/Hello Beam/src/org/apache/beam/learning/katas/intro/hello/Task.java index 108ce58bc6186..4f5242dfd3ffe 100644 --- a/learning/katas/java/Introduction/Hello Beam/Hello Beam/src/org/apache/beam/learning/katas/intro/hello/Task.java +++ b/learning/katas/java/Introduction/Hello Beam/Hello Beam/src/org/apache/beam/learning/katas/intro/hello/Task.java @@ -22,14 +22,12 @@ // name: Hello Beam // description: Task from katas to create a simple pipeline that takes a hardcoded input element "Hello Beam". // multifile: false -// context_line: 37 +// context_line: 41 // categories: -// - Testing // - Quickstart // complexity: BASIC // tags: -// - test -// - hellobeam +// - pipeline import org.apache.beam.learning.katas.util.Log; import org.apache.beam.sdk.Pipeline; diff --git a/learning/katas/java/Triggers/Early Triggers/Early Triggers/src/org/apache/beam/learning/katas/triggers/earlytriggers/Task.java b/learning/katas/java/Triggers/Early Triggers/Early Triggers/src/org/apache/beam/learning/katas/triggers/earlytriggers/Task.java index 08cbcd853dc11..4cd9164f9d7dc 100644 --- a/learning/katas/java/Triggers/Early Triggers/Early Triggers/src/org/apache/beam/learning/katas/triggers/earlytriggers/Task.java +++ b/learning/katas/java/Triggers/Early Triggers/Early Triggers/src/org/apache/beam/learning/katas/triggers/earlytriggers/Task.java @@ -22,7 +22,7 @@ // name: EarlyTriggers // description: Task from katas to count events using early triggers // multifile: true -// context_line: 42 +// context_line: 50 // categories: // - Streaming // complexity: MEDIUM diff --git a/learning/katas/java/Triggers/Event Time Triggers/Event Time Triggers/src/org/apache/beam/learning/katas/triggers/eventtimetriggers/Task.java b/learning/katas/java/Triggers/Event Time Triggers/Event Time Triggers/src/org/apache/beam/learning/katas/triggers/eventtimetriggers/Task.java index 0474a9896d99a..20e2e39adbe97 100644 --- a/learning/katas/java/Triggers/Event Time Triggers/Event Time Triggers/src/org/apache/beam/learning/katas/triggers/eventtimetriggers/Task.java +++ b/learning/katas/java/Triggers/Event Time Triggers/Event Time Triggers/src/org/apache/beam/learning/katas/triggers/eventtimetriggers/Task.java @@ -22,7 +22,7 @@ // name: EventTimeTriggers // description: Task from katas to count events with event time triggers // multifile: true -// context_line: 42 +// context_line: 49 // categories: // - Streaming // complexity: MEDIUM diff --git a/learning/katas/java/Triggers/Window Accumulation Mode/Window Accumulation Mode/src/org/apache/beam/learning/katas/triggers/windowaccummode/Task.java b/learning/katas/java/Triggers/Window Accumulation Mode/Window Accumulation Mode/src/org/apache/beam/learning/katas/triggers/windowaccummode/Task.java index 826fb622a427b..6aadb80480439 100644 --- a/learning/katas/java/Triggers/Window Accumulation Mode/Window Accumulation Mode/src/org/apache/beam/learning/katas/triggers/windowaccummode/Task.java +++ b/learning/katas/java/Triggers/Window Accumulation Mode/Window Accumulation Mode/src/org/apache/beam/learning/katas/triggers/windowaccummode/Task.java @@ -22,7 +22,7 @@ // name: WindowAccumulationMode // description: Task from katas to count events using ACCUMULATING as accumulation mode // multifile: true -// context_line: 42 +// context_line: 51 // categories: // - Streaming // complexity: MEDIUM diff --git a/learning/katas/java/Windowing/Adding Timestamp/ParDo/src/org/apache/beam/learning/katas/windowing/addingtimestamp/pardo/Task.java b/learning/katas/java/Windowing/Adding Timestamp/ParDo/src/org/apache/beam/learning/katas/windowing/addingtimestamp/pardo/Task.java index ec35270e03a72..fcdebe4e6c8c8 100644 --- a/learning/katas/java/Windowing/Adding Timestamp/ParDo/src/org/apache/beam/learning/katas/windowing/addingtimestamp/pardo/Task.java +++ b/learning/katas/java/Windowing/Adding Timestamp/ParDo/src/org/apache/beam/learning/katas/windowing/addingtimestamp/pardo/Task.java @@ -22,13 +22,13 @@ // name: WindowingAddTimestamp // description: Task from katas to assign each element a timestamp based on the `Event.timestamp`. // multifile: true -// context_line: 39 +// context_line: 46 // categories: // - Streaming // complexity: MEDIUM // tags: // - timestamp -// - transform +// - transforms // - event import org.apache.beam.learning.katas.util.Log; diff --git a/learning/katas/java/Windowing/Adding Timestamp/WithTimestamps/src/org/apache/beam/learning/katas/windowing/addingtimestamp/withtimestamps/Task.java b/learning/katas/java/Windowing/Adding Timestamp/WithTimestamps/src/org/apache/beam/learning/katas/windowing/addingtimestamp/withtimestamps/Task.java index 6d2dbec4c4e98..6b31356d12b71 100644 --- a/learning/katas/java/Windowing/Adding Timestamp/WithTimestamps/src/org/apache/beam/learning/katas/windowing/addingtimestamp/withtimestamps/Task.java +++ b/learning/katas/java/Windowing/Adding Timestamp/WithTimestamps/src/org/apache/beam/learning/katas/windowing/addingtimestamp/withtimestamps/Task.java @@ -22,13 +22,13 @@ // name: WithTimestamps // description: Task from katas to assign each element a timestamp using `WithTimestamps`. // multifile: true -// context_line: 38 +// context_line: 45 // categories: // - Streaming // complexity: MEDIUM // tags: // - timestamp -// - transform +// - transforms // - event import org.apache.beam.learning.katas.util.Log; diff --git a/learning/katas/java/Windowing/Fixed Time Window/Fixed Time Window/src/org/apache/beam/learning/katas/windowing/fixedwindow/Task.java b/learning/katas/java/Windowing/Fixed Time Window/Fixed Time Window/src/org/apache/beam/learning/katas/windowing/fixedwindow/Task.java index 64b725a6179b3..d0705462d6817 100644 --- a/learning/katas/java/Windowing/Fixed Time Window/Fixed Time Window/src/org/apache/beam/learning/katas/windowing/fixedwindow/Task.java +++ b/learning/katas/java/Windowing/Fixed Time Window/Fixed Time Window/src/org/apache/beam/learning/katas/windowing/fixedwindow/Task.java @@ -22,7 +22,7 @@ // name: FixedTimeWindow // description: Task from katas to count the number of events that happened based on fixed window with 1-day duration. // multifile: false -// context_line: 44 +// context_line: 52 // categories: // - Combiners // - Streaming diff --git a/learning/katas/python/Common Transforms/Aggregation/Count/task.py b/learning/katas/python/Common Transforms/Aggregation/Count/task.py index a4e5b0cb53ee7..915d5608d22cf 100644 --- a/learning/katas/python/Common Transforms/Aggregation/Count/task.py +++ b/learning/katas/python/Common Transforms/Aggregation/Count/task.py @@ -18,7 +18,7 @@ # name: AggregationCount # description: Task from katas to count the number of elements. # multifile: false -# context_line: 29 +# context_line: 31 # categories: # - Combiners # complexity: BASIC diff --git a/learning/katas/python/Common Transforms/Aggregation/Largest/task.py b/learning/katas/python/Common Transforms/Aggregation/Largest/task.py index fbbe17223742f..7d0d12d6d5c8f 100644 --- a/learning/katas/python/Common Transforms/Aggregation/Largest/task.py +++ b/learning/katas/python/Common Transforms/Aggregation/Largest/task.py @@ -18,7 +18,7 @@ # name: AggregationLargest # description: Task from katas to compute a list of the two largest elements. # multifile: false -# context_line: 29 +# context_line: 31 # categories: # - Combiners # complexity: BASIC diff --git a/learning/katas/python/Common Transforms/Aggregation/Mean/task.py b/learning/katas/python/Common Transforms/Aggregation/Mean/task.py index 024f1b02d14c5..c64291b1733aa 100644 --- a/learning/katas/python/Common Transforms/Aggregation/Mean/task.py +++ b/learning/katas/python/Common Transforms/Aggregation/Mean/task.py @@ -18,7 +18,7 @@ # name: AggregationMean # description: Task from katas to count mean value of the given pipeline with numbers. # multifile: false -# context_line: 29 +# context_line: 31 # categories: # - Combiners # complexity: BASIC diff --git a/learning/katas/python/Common Transforms/Aggregation/Smallest/task.py b/learning/katas/python/Common Transforms/Aggregation/Smallest/task.py index 9b2ec87586de9..95246153315b4 100644 --- a/learning/katas/python/Common Transforms/Aggregation/Smallest/task.py +++ b/learning/katas/python/Common Transforms/Aggregation/Smallest/task.py @@ -18,7 +18,7 @@ # name: AggregationSmallest # description: Task from katas to compute the smallest of elements. # multifile: false -# context_line: 29 +# context_line: 31 # categories: # - Combiners # complexity: BASIC diff --git a/learning/katas/python/Common Transforms/Aggregation/Sum/task.py b/learning/katas/python/Common Transforms/Aggregation/Sum/task.py index a5c8c997279f5..866166b9bd4e4 100644 --- a/learning/katas/python/Common Transforms/Aggregation/Sum/task.py +++ b/learning/katas/python/Common Transforms/Aggregation/Sum/task.py @@ -18,7 +18,7 @@ # name: AggregationSum # description: Task from katas to compute the sum of all elements. # multifile: false -# context_line: 29 +# context_line: 31 # categories: # - Combiners # complexity: BASIC diff --git a/learning/katas/python/Common Transforms/Filter/Filter/task.py b/learning/katas/python/Common Transforms/Filter/Filter/task.py index 756e7a7d22a93..13a6ae6c9d94a 100644 --- a/learning/katas/python/Common Transforms/Filter/Filter/task.py +++ b/learning/katas/python/Common Transforms/Filter/Filter/task.py @@ -18,7 +18,7 @@ # name: Filter # description: Task from katas to implement a filter function that filters out odd numbers. # multifile: false -# context_line: 29 +# context_line: 31 # categories: # - Filtering # complexity: BASIC diff --git a/learning/katas/python/Common Transforms/Filter/ParDo/task.py b/learning/katas/python/Common Transforms/Filter/ParDo/task.py index f6f1483420726..52b67b7e0d2dc 100644 --- a/learning/katas/python/Common Transforms/Filter/ParDo/task.py +++ b/learning/katas/python/Common Transforms/Filter/ParDo/task.py @@ -18,7 +18,7 @@ # name: FilterParDo # description: Task from katas to implement a filter function that filters out the even numbers. # multifile: false -# context_line: 30 +# context_line: 39 # categories: # - Filtering # complexity: BASIC diff --git a/learning/katas/python/Common Transforms/WithKeys/WithKeys/task.py b/learning/katas/python/Common Transforms/WithKeys/WithKeys/task.py index 35c44e7b30436..71a4d8a53358f 100644 --- a/learning/katas/python/Common Transforms/WithKeys/WithKeys/task.py +++ b/learning/katas/python/Common Transforms/WithKeys/WithKeys/task.py @@ -18,7 +18,7 @@ # name: WithKeys # description: Task from katas to convert each fruit name into a KV of its first letter and itself. # multifile: false -# context_line: 29 +# context_line: 31 # categories: # - Core Transforms # complexity: BASIC diff --git a/learning/katas/python/Core Transforms/Branching/Branching/task.py b/learning/katas/python/Core Transforms/Branching/Branching/task.py index 53ffdf0723ac3..1426f020fbf89 100644 --- a/learning/katas/python/Core Transforms/Branching/Branching/task.py +++ b/learning/katas/python/Core Transforms/Branching/Branching/task.py @@ -19,7 +19,7 @@ # description: Task from katas to branch out the numbers to two different transforms, one transform # is multiplying each number by 5 and the other transform is multiplying each number by 10. # multifile: false -# context_line: 31 +# context_line: 33 # categories: # - Branching # - Multiple Outputs diff --git a/learning/katas/python/Core Transforms/CoGroupByKey/CoGroupByKey/task.py b/learning/katas/python/Core Transforms/CoGroupByKey/CoGroupByKey/task.py index 636cc79d17bc4..7a41208edb1a3 100644 --- a/learning/katas/python/Core Transforms/CoGroupByKey/CoGroupByKey/task.py +++ b/learning/katas/python/Core Transforms/CoGroupByKey/CoGroupByKey/task.py @@ -19,7 +19,7 @@ # description: Task from katas to implement a CoGroupByKey transform that join words by its first # alphabetical letter, and then produces the string representation of the WordsAlphabet model. # multifile: false -# context_line: 31 +# context_line: 62 # categories: # - Combiners # complexity: MEDIUM diff --git a/learning/katas/python/Core Transforms/Combine/Combine PerKey/task.py b/learning/katas/python/Core Transforms/Combine/Combine PerKey/task.py index 9a112a725a7ae..84b254218be37 100644 --- a/learning/katas/python/Core Transforms/Combine/Combine PerKey/task.py +++ b/learning/katas/python/Core Transforms/Combine/Combine PerKey/task.py @@ -18,7 +18,7 @@ # name: CombinePerKey # description: Task from katas to implement the summation of scores per player. # multifile: false -# context_line: 30 +# context_line: 37 # categories: # - Combiners # complexity: BASIC diff --git a/learning/katas/python/Core Transforms/Combine/CombineFn/task.py b/learning/katas/python/Core Transforms/Combine/CombineFn/task.py index 1ff5062477658..f04eb1a3d6534 100644 --- a/learning/katas/python/Core Transforms/Combine/CombineFn/task.py +++ b/learning/katas/python/Core Transforms/Combine/CombineFn/task.py @@ -18,13 +18,13 @@ # name: CombineFn # description: Task from katas averaging. # multifile: false -# context_line: 30 +# context_line: 50 # categories: # - Combiners # complexity: BASIC # tags: # - count -# - nunbers +# - numbers import apache_beam as beam diff --git a/learning/katas/python/Core Transforms/Combine/Simple Function/task.py b/learning/katas/python/Core Transforms/Combine/Simple Function/task.py index 7ac6768c1d344..8b3cda05f0914 100644 --- a/learning/katas/python/Core Transforms/Combine/Simple Function/task.py +++ b/learning/katas/python/Core Transforms/Combine/Simple Function/task.py @@ -18,7 +18,7 @@ # name: CombineSimpleFunction # description: Task from katas to implement the summation of numbers. # multifile: false -# context_line: 30 +# context_line: 42 # categories: # - Combiners # complexity: BASIC diff --git a/learning/katas/python/Core Transforms/Composite Transform/Composite Transform/task.py b/learning/katas/python/Core Transforms/Composite Transform/Composite Transform/task.py index 66960ab1c4b30..bbf7b50fcfdc9 100644 --- a/learning/katas/python/Core Transforms/Composite Transform/Composite Transform/task.py +++ b/learning/katas/python/Core Transforms/Composite Transform/Composite Transform/task.py @@ -19,7 +19,7 @@ # description: Task from katas to implement a composite transform "ExtractAndMultiplyNumbers" # that extracts numbers from comma separated line and then multiplies each number by 10. # multifile: false -# context_line: 31 +# context_line: 43 # categories: # - Flatten # complexity: BASIC diff --git a/learning/katas/python/Core Transforms/Flatten/Flatten/task.py b/learning/katas/python/Core Transforms/Flatten/Flatten/task.py index 0d3cfb26be466..ae0f5c81d9589 100644 --- a/learning/katas/python/Core Transforms/Flatten/Flatten/task.py +++ b/learning/katas/python/Core Transforms/Flatten/Flatten/task.py @@ -18,7 +18,7 @@ # name: Flatten # description: Task from katas that merges two PCollections of words into a single PCollection. # multifile: false -# context_line: 29 +# context_line: 31 # categories: # - Flatten # complexity: BASIC diff --git a/learning/katas/python/Core Transforms/GroupByKey/GroupByKey/task.py b/learning/katas/python/Core Transforms/GroupByKey/GroupByKey/task.py index e47136554538e..7e5d3fb954f96 100644 --- a/learning/katas/python/Core Transforms/GroupByKey/GroupByKey/task.py +++ b/learning/katas/python/Core Transforms/GroupByKey/GroupByKey/task.py @@ -18,7 +18,7 @@ # name: GroupByKey # description: Task from katas that groups words by its first letter. # multifile: false -# context_line: 29 +# context_line: 32 # categories: # - Combiners # complexity: BASIC diff --git a/learning/katas/python/Core Transforms/Map/FlatMap/task.py b/learning/katas/python/Core Transforms/Map/FlatMap/task.py index 3b9e876d6f205..c80c1e382869f 100644 --- a/learning/katas/python/Core Transforms/Map/FlatMap/task.py +++ b/learning/katas/python/Core Transforms/Map/FlatMap/task.py @@ -19,7 +19,7 @@ # description: Task from katas to implement a function that maps each input sentence # into words split by whitespace (" "). # multifile: false -# context_line: 30 +# context_line: 32 # categories: # - Core Transforms # complexity: BASIC diff --git a/learning/katas/python/Core Transforms/Map/Map/task.py b/learning/katas/python/Core Transforms/Map/Map/task.py index aa6714ba9489d..7432d0dc1077e 100644 --- a/learning/katas/python/Core Transforms/Map/Map/task.py +++ b/learning/katas/python/Core Transforms/Map/Map/task.py @@ -18,7 +18,7 @@ # name: Map # description: Task from katas to implement a simple map function that multiplies all input elements by 5. # multifile: false -# context_line: 29 +# context_line: 31 # categories: # - Core Transforms # complexity: BASIC diff --git a/learning/katas/python/Core Transforms/Map/ParDo OneToMany/task.py b/learning/katas/python/Core Transforms/Map/ParDo OneToMany/task.py index cadd56b530215..54f35d5ba7b8d 100644 --- a/learning/katas/python/Core Transforms/Map/ParDo OneToMany/task.py +++ b/learning/katas/python/Core Transforms/Map/ParDo OneToMany/task.py @@ -19,12 +19,12 @@ # description: Task from katas is a ParDo that maps each input sentence into # words splitter by whitespace (" "). # multifile: false -# context_line: 31 +# context_line: 40 # categories: # - Core Transforms # complexity: BASIC # tags: -# - transform +# - transforms # - strings import apache_beam as beam diff --git a/learning/katas/python/Core Transforms/Map/ParDo/task.py b/learning/katas/python/Core Transforms/Map/ParDo/task.py index b6a0aed8d99d5..b77411f8d6aed 100644 --- a/learning/katas/python/Core Transforms/Map/ParDo/task.py +++ b/learning/katas/python/Core Transforms/Map/ParDo/task.py @@ -18,12 +18,12 @@ # name: MapPardo # description: Task from katas is simple ParDo that maps the input element by multiplying it by 10. # multifile: false -# context_line: 30 +# context_line: 38 # categories: # - Core Transforms # complexity: BASIC # tags: -# - transform +# - transforms # - numbers import apache_beam as beam diff --git a/learning/katas/python/Core Transforms/Partition/Partition/task.py b/learning/katas/python/Core Transforms/Partition/Partition/task.py index b06a1662e55c3..9902bc34fb840 100644 --- a/learning/katas/python/Core Transforms/Partition/Partition/task.py +++ b/learning/katas/python/Core Transforms/Partition/Partition/task.py @@ -19,7 +19,7 @@ # description: Task from katas that splits a PCollection of numbers into two PCollections. The first PCollection # contains numbers greater than 100, and the second PCollection contains the remaining numbers. # multifile: false -# context_line: 31 +# context_line: 40 # categories: # - Multiple Outputs # complexity: BASIC diff --git a/learning/katas/python/Core Transforms/Side Input/Side Input/task.py b/learning/katas/python/Core Transforms/Side Input/Side Input/task.py index 5943907b5ab3e..10fbfe4d0a93d 100644 --- a/learning/katas/python/Core Transforms/Side Input/Side Input/task.py +++ b/learning/katas/python/Core Transforms/Side Input/Side Input/task.py @@ -18,12 +18,12 @@ # name: SideInput # description: Task from katas to enrich each Person with the country based on the city he/she lives in. # multifile: false -# context_line: 38 +# context_line: 48 # categories: # - Side Input # complexity: MEDIUM # tags: -# - transform +# - transforms # - map # - strings diff --git a/learning/katas/python/Core Transforms/Side Output/Side Output/task.py b/learning/katas/python/Core Transforms/Side Output/Side Output/task.py index f6dad94a56713..9634d10add7b1 100644 --- a/learning/katas/python/Core Transforms/Side Output/Side Output/task.py +++ b/learning/katas/python/Core Transforms/Side Output/Side Output/task.py @@ -18,13 +18,13 @@ # name: SideOutput # description: Task from katas to implement additional output to your ParDo for numbers bigger than 100. # multifile: false -# context_line: 31 +# context_line: 48 # categories: # - Filtering # - Multiple Outputs # complexity: BASIC # tags: -# - transform +# - transforms # - map # - output # - strings diff --git a/learning/katas/python/Examples/Word Count/Word Count/task.py b/learning/katas/python/Examples/Word Count/Word Count/task.py index fb3bf9c238635..b487439126f1f 100644 --- a/learning/katas/python/Examples/Word Count/Word Count/task.py +++ b/learning/katas/python/Examples/Word Count/Word Count/task.py @@ -18,7 +18,7 @@ # name: WordCountKata # description: Task from katas to create a pipeline that counts the number of words. # multifile: false -# context_line: 32 +# context_line: 39 # categories: # - Combiners # complexity: BASIC @@ -26,8 +26,8 @@ # - count # - map # - combine -# - string -# - number +# - strings +# - numbers import apache_beam as beam diff --git a/learning/katas/python/IO/TextIO/ReadFromText/task.py b/learning/katas/python/IO/TextIO/ReadFromText/task.py index fc9d51565790c..a48c834a4774d 100644 --- a/learning/katas/python/IO/TextIO/ReadFromText/task.py +++ b/learning/katas/python/IO/TextIO/ReadFromText/task.py @@ -20,7 +20,7 @@ # multifile: true # files: # - name: countries.txt -# context_line: 33 +# context_line: 35 # categories: # - IO # complexity: BASIC diff --git a/learning/katas/python/Introduction/Hello Beam/Hello Beam/task.py b/learning/katas/python/Introduction/Hello Beam/Hello Beam/task.py index bed032039ef76..0c9779c5f93ea 100644 --- a/learning/katas/python/Introduction/Hello Beam/Hello Beam/task.py +++ b/learning/katas/python/Introduction/Hello Beam/Hello Beam/task.py @@ -20,11 +20,10 @@ # multifile: false # context_line: 30 # categories: -# - Testing # - Quickstart # complexity: BASIC # tags: -# - hellobeam +# - pipeline import apache_beam as beam diff --git a/learning/katas/python/Streaming/Timestamps/Add Timestamps/task.py b/learning/katas/python/Streaming/Timestamps/Add Timestamps/task.py index 51e53dd74e387..93488975df973 100644 --- a/learning/katas/python/Streaming/Timestamps/Add Timestamps/task.py +++ b/learning/katas/python/Streaming/Timestamps/Add Timestamps/task.py @@ -18,7 +18,7 @@ # name: WindowingParDo # description: Task from katas to assign each element a timestamp based on the `Event.timestamp`. # multifile: false -# context_line: 34 +# context_line: 52 # categories: # - Streaming # complexity: MEDIUM diff --git a/learning/katas/python/Streaming/Triggers/Early Triggers/task.py b/learning/katas/python/Streaming/Triggers/Early Triggers/task.py index 7dd22836be038..c79d5f0d3510a 100644 --- a/learning/katas/python/Streaming/Triggers/Early Triggers/task.py +++ b/learning/katas/python/Streaming/Triggers/Early Triggers/task.py @@ -23,7 +23,7 @@ # multifile: true # files: # - name: generate_event.py -# context_line: 36 +# context_line: 62 # categories: # - Streaming # complexity: MEDIUM diff --git a/learning/katas/python/Streaming/Triggers/Event Time Triggers/task.py b/learning/katas/python/Streaming/Triggers/Event Time Triggers/task.py index b32a453560f73..f428ed4f1adea 100644 --- a/learning/katas/python/Streaming/Triggers/Event Time Triggers/task.py +++ b/learning/katas/python/Streaming/Triggers/Event Time Triggers/task.py @@ -23,7 +23,7 @@ # multifile: true # files: # - name: generate_event.py -# context_line: 36 +# context_line: 54 # categories: # - Streaming # complexity: MEDIUM diff --git a/learning/katas/python/Streaming/Triggers/Window Accumulation Modes/task.py b/learning/katas/python/Streaming/Triggers/Window Accumulation Modes/task.py index 3cbe9927a605c..a4cff902b9faa 100644 --- a/learning/katas/python/Streaming/Triggers/Window Accumulation Modes/task.py +++ b/learning/katas/python/Streaming/Triggers/Window Accumulation Modes/task.py @@ -22,7 +22,7 @@ # multifile: true # files: # - name: generate_event.py -# context_line: 36 +# context_line: 60 # categories: # - Streaming # complexity: ADVANCED diff --git a/learning/katas/python/Streaming/Windows/Fixed Windows/task.py b/learning/katas/python/Streaming/Windows/Fixed Windows/task.py index 3bf218e6b5e6d..0eaabd03b18d3 100644 --- a/learning/katas/python/Streaming/Windows/Fixed Windows/task.py +++ b/learning/katas/python/Streaming/Windows/Fixed Windows/task.py @@ -18,7 +18,7 @@ # name: WindowingFixedTime # description: Task from katas to count the number of events that happened based on fixed window with 1-day duration. # multifile: false -# context_line: 35 +# context_line: 39 # categories: # - Windowing # - Combiners diff --git a/learning/tour-of-beam/cloudbuild/scripts/tob_deploy_infra_backend.sh b/learning/tour-of-beam/cloudbuild/scripts/tob_deploy_infra_backend.sh index d97148874126f..7467992d443d8 100644 --- a/learning/tour-of-beam/cloudbuild/scripts/tob_deploy_infra_backend.sh +++ b/learning/tour-of-beam/cloudbuild/scripts/tob_deploy_infra_backend.sh @@ -18,6 +18,7 @@ # under the License. export DEBIAN_FRONTEND=noninteractive +export FLUTTER_VERSION=3.10.4 apt-get -qq update @@ -37,9 +38,9 @@ unzip terraform_1.4.2_linux_amd64.zip mv terraform /usr/local/bin/terraform -wget -nv https://storage.googleapis.com/flutter_infra_release/releases/stable/linux/flutter_linux_3.10.2-stable.tar.xz +wget -nv https://storage.googleapis.com/flutter_infra_release/releases/stable/linux/flutter_linux_$FLUTTER_VERSION-stable.tar.xz -tar xf flutter_linux_3.10.2-stable.tar.xz +tar xf flutter_linux_$FLUTTER_VERSION-stable.tar.xz git config --global --add safe.directory /usr/local/bin/flutter diff --git a/learning/tour-of-beam/frontend/integration_test/tour_page_test.dart b/learning/tour-of-beam/frontend/integration_test/tour_page_test.dart index 581fb49f1cef1..bb6846c28e093 100644 --- a/learning/tour-of-beam/frontend/integration_test/tour_page_test.dart +++ b/learning/tour-of-beam/frontend/integration_test/tour_page_test.dart @@ -16,6 +16,9 @@ * limitations under the License. */ +// ignore_for_file: avoid_print + +import 'package:collection/collection.dart'; import 'package:flutter/material.dart'; import 'package:flutter_test/flutter_test.dart'; import 'package:get_it/get_it.dart'; @@ -23,34 +26,45 @@ import 'package:integration_test/integration_test.dart'; import 'package:playground_components/playground_components.dart'; import 'package:playground_components_dev/playground_components_dev.dart'; import 'package:tour_of_beam/cache/content_tree.dart'; +import 'package:tour_of_beam/cache/sdk.dart'; +import 'package:tour_of_beam/cache/unit_content.dart'; import 'package:tour_of_beam/components/builders/content_tree.dart'; -import 'package:tour_of_beam/models/group.dart'; +import 'package:tour_of_beam/models/content_tree.dart'; import 'package:tour_of_beam/models/module.dart'; +import 'package:tour_of_beam/models/parent_node.dart'; import 'package:tour_of_beam/models/unit.dart'; import 'package:tour_of_beam/pages/tour/screen.dart'; import 'package:tour_of_beam/pages/tour/state.dart'; import 'package:tour_of_beam/pages/tour/widgets/playground.dart'; import 'package:tour_of_beam/pages/tour/widgets/unit.dart'; import 'package:tour_of_beam/pages/tour/widgets/unit_content.dart'; +import 'package:tour_of_beam/state.dart'; import 'common/common.dart'; import 'common/common_finders.dart'; +const _sdk = Sdk.java; + void main() { IntegrationTestWidgetsFlutterBinding.ensureInitialized(); testWidgets( 'ToB miscellaneous ui', (wt) async { await init(wt); - await wt.tapAndSettle(find.text(Sdk.java.title)); + await wt.tapAndSettle(find.outlinedButtonWithText(_sdk.title)); await wt.tapAndSettle(find.startTourButton()); await _checkContentTreeBuildsProperly(wt); - await _checkContentTreeScrollsProperly(wt); await _checkHighlightsSelectedUnit(wt); - // TODO(nausharipov): fix tests - // await _checkRunCodeWorks(wt); - // await _checkResizeUnitContent(wt); + await _checkRunCodeWorks(wt); + await _checkResizeUnitContent(wt); + await _checkSdkChanges(wt); + + expect( + ExamplesLoader.failedToLoadExamples, + isEmpty, + reason: 'Failed to load some examples.', + ); }, ); } @@ -59,29 +73,28 @@ Future _checkContentTreeBuildsProperly(WidgetTester wt) async { final modules = _getModules(wt); for (final module in modules) { - await _checkModule(module, wt); + await _checkParent(module, wt); } } List _getModules(WidgetTester wt) { final contentTreeCache = GetIt.instance.get(); - final controller = getContentTreeController(wt); - final contentTree = contentTreeCache.getContentTree(controller.sdk); + final contentTree = contentTreeCache.getContentTree(_sdk); return contentTree?.nodes ?? (throw Exception('Cannot load modules')); } -Future _checkModule(ModuleModel module, WidgetTester wt) async { - if (!_getExpandedIds(wt).contains(module.id)) { - await wt.ensureVisible(find.byKey(Key(module.id))); - await wt.tapAndSettle(find.byKey(Key(module.id))); +Future _checkParent(ParentNodeModel node, WidgetTester wt) async { + if (!_getExpandedIds(wt).contains(node.id)) { + await wt.ensureVisible(find.byKey(Key(node.id))); + await wt.tapAndSettle(find.byKey(Key(node.id))); } - for (final node in module.nodes) { - if (node is UnitModel) { - await _checkNode(node, wt); + for (final child in node.nodes) { + if (child is UnitModel) { + await _checkNode(child, wt); } - if (node is GroupModel) { - await _checkGroup(node, wt); + if (child is ParentNodeModel) { + await _checkParent(child, wt); } } } @@ -108,13 +121,12 @@ Future _checkUnitContentLoadsProperly( ) async { await wt.tapAndSettle(find.byKey(Key(unit.id))); - // TODO(nausharipov): fix the test. - // final hasSnippet = _getTourNotifier(wt).isUnitContainsSnippet; + final hasSnippet = _getTourNotifier(wt).isPlaygroundShown; - // expect( - // find.byType(PlaygroundWidget), - // hasSnippet ? findsOneWidget : findsNothing, - // ); + expect( + find.byType(PlaygroundWidget), + hasSnippet ? findsOneWidget : findsNothing, + ); expect( find.descendant( @@ -125,28 +137,6 @@ Future _checkUnitContentLoadsProperly( ); } -Future _checkGroup(GroupModel group, WidgetTester wt) async { - await wt.ensureVisible(find.byKey(Key(group.id))); - await wt.tapAndSettle(find.byKey(Key(group.id))); - - for (final n in group.nodes) { - if (n is GroupModel) { - await _checkGroup(n, wt); - } - if (n is UnitModel) { - await _checkNode(n, wt); - } - } -} - -Future _checkContentTreeScrollsProperly(WidgetTester wt) async { - final modules = _getModules(wt); - final lastNode = modules.expand((m) => m.nodes).whereType().last; - - await wt.ensureVisible(find.byKey(Key(lastNode.id))); - await wt.pumpAndSettle(); -} - Future _checkHighlightsSelectedUnit(WidgetTester wt) async { final controller = getContentTreeController(wt); final selectedUnit = controller.currentNode; @@ -185,7 +175,7 @@ public class MyClass { } '''; - await _selectExampleWithSnippet(wt); + await _selectUnitWithSnippet(wt); await wt.pumpAndSettle(); await wt.enterText(find.snippetCodeField(), code); @@ -230,7 +220,7 @@ Future _checkResizeUnitContent(WidgetTester wt) async { expectSimilar(startHandlePosition.dx, movedHandlePosition.dx - 100); } -Future _selectExampleWithSnippet(WidgetTester wt) async { +Future _selectUnitWithSnippet(WidgetTester wt) async { final tourNotifier = _getTourNotifier(wt); final modules = _getModules(wt); @@ -238,7 +228,7 @@ Future _selectExampleWithSnippet(WidgetTester wt) async { for (final node in module.nodes) { if (node is UnitModel) { await _checkNode(node, wt); - if (tourNotifier.isUnitContainsSnippet) { + if (tourNotifier.isPlaygroundShown) { return; } } @@ -259,3 +249,99 @@ Set _getExpandedIds(WidgetTester wt) { final controller = getContentTreeController(wt); return controller.expandedIds; } + +Future _checkSdkChanges(WidgetTester wt) async { + await _selectUnitWithSnippetsInAllSdks(wt); + await _checkSnippetChangesOnSdkChanging(wt); +} + +Future _selectUnitWithSnippetsInAllSdks(WidgetTester wt) async { + final unitWithSnippets = await _findUnitWithSnippetsInAllSdks(wt); + + if (unitWithSnippets == null) { + fail('No unit with snippets in all sdks'); + } + + final controller = getContentTreeController(wt); + controller.onNodePressed(unitWithSnippets); + await wt.pumpAndSettle(); +} + +Future _findUnitWithSnippetsInAllSdks(WidgetTester wt) async { + final commonUnits = await _getCommonUnitsInAllSdks(wt); + for (final unit in commonUnits) { + if (await _hasSnippetsInAllSdks(unit)) { + return unit; + } + } + return null; +} + +Future _hasSnippetsInAllSdks(UnitModel unit) async { + final unitContentCache = GetIt.instance.get(); + final sdks = GetIt.instance.get().getSdks(); + for (final sdk in sdks) { + final unitContent = await unitContentCache.getUnitContent(sdk.id, unit.id); + if (unitContent.taskSnippetId == null) { + return false; + } + } + return true; +} + +Future> _getCommonUnitsInAllSdks(WidgetTester wt) async { + final contentTrees = await _loadAllContentTrees(wt); + final sdkUnits = List>.empty(growable: true); + for (final tree in contentTrees) { + sdkUnits.add(tree.getUnits().toSet()); + } + + // Identifies and stores the common units across all lists within + // the 'sdkUnits' list by iteratively removing elements from the first list + // that don't exist in the subsequent lists. + final commonUnitTitles = sdkUnits.first; + for (final units in sdkUnits.skip(1)) { + commonUnitTitles.removeWhere((u) => !units.contains(u)); + } + + return commonUnitTitles; +} + +Future> _loadAllContentTrees(WidgetTester wt) async { + final sdkCache = GetIt.instance.get(); + final contentTreeCache = GetIt.instance.get(); + final sdks = sdkCache.getSdks(); + final nullableTrees = await Future.wait( + sdks.map((sdk) async => contentTreeCache.getContentTree(sdk)), + ); + + return nullableTrees.whereNotNull().toList(growable: false); +} + +Future _checkSnippetChangesOnSdkChanging(WidgetTester wt) async { + final defaultSdk = _getTourNotifier(wt).playgroundController.sdk; + final sdkCache = GetIt.instance.get(); + + for (final sdk in sdkCache.getSdks()) { + if (sdk == defaultSdk) { + continue; + } + + await _setSdk(sdk.title, wt); + + final selectedExample = + _getTourNotifier(wt).playgroundController.selectedExample; + final appNotifier = GetIt.instance.get(); + final actualSdk = selectedExample?.sdk; + expect(actualSdk, appNotifier.sdk); + } + + await _setSdk(defaultSdk!.title, wt); +} + +Future _setSdk(String title, WidgetTester wt) async { + await wt.tapAndSettle(find.sdkDropdown()); + await wt.tapAndSettle( + find.dropdownMenuItemWithText(title).first, + ); +} diff --git a/learning/tour-of-beam/frontend/integration_test/welcome_page_test.dart b/learning/tour-of-beam/frontend/integration_test/welcome_page_test.dart index 4af4029991bcb..6e54d02188c95 100644 --- a/learning/tour-of-beam/frontend/integration_test/welcome_page_test.dart +++ b/learning/tour-of-beam/frontend/integration_test/welcome_page_test.dart @@ -52,18 +52,7 @@ Future _checkSdksLoadedCorrectly(WidgetTester wt) async { ); } - // Until we select an SDK the dropdown is not shown. - expect( - find.sdkDropdown(), - findsNothing, - ); - - var button = wt.widget(find.startTourButton()); - expect(button.onPressed, isNull); // Verify it is disabled. - - await wt.tapAndSettle(find.outlinedButtonWithText(sdks[0].title)); - - button = wt.widget(find.startTourButton()); + final button = wt.widget(find.startTourButton()); expect(button.onPressed, isNotNull); // Verify it is enabled. await wt.tapAndSettle(find.sdkDropdown()); @@ -105,10 +94,6 @@ void _checkModulesDisplayed() { final appNotifier = GetIt.instance.get(); final sdkId = appNotifier.sdk; - if (sdkId == null) { - throw Exception('sdkId is null'); - } - final contentTree = contentTreeCache.getContentTree(sdkId); if (contentTree == null) { throw Exception('contentTree is null'); diff --git a/learning/tour-of-beam/frontend/lib/cache/unit_content.dart b/learning/tour-of-beam/frontend/lib/cache/unit_content.dart index e474f499b54f7..63e5f60e2d9ff 100644 --- a/learning/tour-of-beam/frontend/lib/cache/unit_content.dart +++ b/learning/tour-of-beam/frontend/lib/cache/unit_content.dart @@ -34,7 +34,7 @@ class UnitContentCache extends Cache { String unitId, ) async { final future = _futures[sdkId]?[unitId]; - if (future == null || _unitContents[sdkId]![unitId] == null) { + if (future == null || _unitContents[sdkId]?[unitId] == null) { await _loadUnitContent(sdkId, unitId); } diff --git a/learning/tour-of-beam/frontend/lib/cache/unit_progress.dart b/learning/tour-of-beam/frontend/lib/cache/unit_progress.dart index db72d000331a0..a13f9c4df8490 100644 --- a/learning/tour-of-beam/frontend/lib/cache/unit_progress.dart +++ b/learning/tour-of-beam/frontend/lib/cache/unit_progress.dart @@ -75,7 +75,7 @@ class UnitProgressCache extends ChangeNotifier { List _getUnitProgress() { if (_future == null) { - unawaited(loadUnitProgress(GetIt.instance.get().sdk!)); + unawaited(loadUnitProgress(GetIt.instance.get().sdk)); } return _unitProgress; } @@ -84,16 +84,14 @@ class UnitProgressCache extends ChangeNotifier { Future completeUnit(String sdkId, String unitId) async { try { - addUpdatingUnitId(unitId); + _addUpdatingUnitId(unitId); await _getUserProgressRepository().completeUnit(sdkId, unitId); } finally { - await loadUnitProgress(GetIt.instance.get().sdk!); - clearUpdatingUnitId(unitId); + await loadUnitProgress(GetIt.instance.get().sdk); + _clearUpdatingUnitId(unitId); } } - Set getUpdatingUnitIds() => _updatingUnitIds; - Set getCompletedUnits() { _completedUnitIds.clear(); for (final unitProgress in _getUnitProgress()) { @@ -104,12 +102,12 @@ class UnitProgressCache extends ChangeNotifier { return _completedUnitIds; } - void addUpdatingUnitId(String unitId) { + void _addUpdatingUnitId(String unitId) { _updatingUnitIds.add(unitId); notifyListeners(); } - void clearUpdatingUnitId(String unitId) { + void _clearUpdatingUnitId(String unitId) { _updatingUnitIds.remove(unitId); notifyListeners(); } @@ -125,10 +123,6 @@ class UnitProgressCache extends ChangeNotifier { return getCompletedUnits().contains(unitId); } - String? getUnitSavedSnippetId(String? unitId) { - return _unitProgressByUnitId[unitId]?.userSnippetId; - } - UnitCompletion _getUnitCompletion(String unitId) { final authNotifier = GetIt.instance.get(); if (!authNotifier.isAuthenticated) { diff --git a/learning/tour-of-beam/frontend/lib/components/footer.dart b/learning/tour-of-beam/frontend/lib/components/footer.dart index daba2dbe6e96f..91ebf08f539c1 100644 --- a/learning/tour-of-beam/frontend/lib/components/footer.dart +++ b/learning/tour-of-beam/frontend/lib/components/footer.dart @@ -21,6 +21,7 @@ import 'package:flutter/material.dart'; import 'package:get_it/get_it.dart'; import 'package:playground_components/playground_components.dart'; +import '../constants/links.dart'; import '../constants/sizes.dart'; import '../state.dart'; @@ -44,6 +45,7 @@ class Footer extends StatelessWidget { children: [ FeedbackWidget( controller: GetIt.instance.get(), + feedbackFormUrl: tobFeedbackGoogleFormsUrl, title: 'ui.feedbackTitle'.tr(), ), ReportIssueButton(playgroundController: playgroundController), @@ -90,13 +92,9 @@ class _BeamVersion extends StatelessWidget { const _BeamVersion(); Future _getBeamSdkVersion() async { - final sdk = GetIt.instance.get().sdk; - if (sdk == null) { - return null; - } final runnerVersion = await GetIt.instance .get() - .getRunnerVersion(sdk); + .getRunnerVersion(GetIt.instance.get().sdk); return runnerVersion.beamSdkVersion; } diff --git a/learning/tour-of-beam/frontend/lib/components/logo.dart b/learning/tour-of-beam/frontend/lib/components/logo.dart index 913678c76bd56..ef3aeef726796 100644 --- a/learning/tour-of-beam/frontend/lib/components/logo.dart +++ b/learning/tour-of-beam/frontend/lib/components/logo.dart @@ -24,9 +24,9 @@ class Logo extends StatelessWidget { @override Widget build(BuildContext context) { - return Row( + return const Row( mainAxisSize: MainAxisSize.min, - children: const [ + children: [ BeamLogo(), _Text(), ], diff --git a/learning/tour-of-beam/frontend/lib/components/profile/user_menu.dart b/learning/tour-of-beam/frontend/lib/components/profile/user_menu.dart index f3f633b0028f9..c50e20acc2946 100644 --- a/learning/tour-of-beam/frontend/lib/components/profile/user_menu.dart +++ b/learning/tour-of-beam/frontend/lib/components/profile/user_menu.dart @@ -16,12 +16,15 @@ * limitations under the License. */ +import 'dart:async'; + import 'package:easy_localization/easy_localization.dart'; import 'package:firebase_auth/firebase_auth.dart'; import 'package:flutter/material.dart'; import 'package:flutter_svg/svg.dart'; import 'package:get_it/get_it.dart'; import 'package:playground_components/playground_components.dart'; +import 'package:url_launcher/url_launcher.dart'; import '../../assets/assets.gen.dart'; import '../../auth/notifier.dart'; @@ -104,17 +107,13 @@ class _Buttons extends StatelessWidget { children: [ _IconLabel( isSvg: false, - onTap: () {}, + onTap: () { + unawaited(launchUrl(Uri.parse(BeamLinks.website))); + }, iconPath: Assets.png.profileWebsite.path, label: 'ui.toWebsite'.tr(), ), const BeamDivider(), - _IconLabel( - onTap: () {}, - iconPath: Assets.svg.profileAbout, - label: 'ui.about'.tr(), - ), - const BeamDivider(), _IconLabel( onTap: () async { await authNotifier.logOut(); diff --git a/learning/tour-of-beam/frontend/lib/components/scaffold.dart b/learning/tour-of-beam/frontend/lib/components/scaffold.dart index 6a4df44a17141..da41b8cfbfa4c 100644 --- a/learning/tour-of-beam/frontend/lib/components/scaffold.dart +++ b/learning/tour-of-beam/frontend/lib/components/scaffold.dart @@ -126,15 +126,12 @@ class _SdkSelector extends StatelessWidget { return AnimatedBuilder( animation: appNotifier, builder: (context, child) { - final sdk = appNotifier.sdk; - return sdk == null - ? Container() - : SdkDropdown( - value: sdk, - onChanged: (value) { - appNotifier.sdk = value; - }, - ); + return SdkDropdown( + value: appNotifier.sdk, + onChanged: (value) { + appNotifier.sdk = value; + }, + ); }, ); } diff --git a/learning/tour-of-beam/frontend/lib/constants/links.dart b/learning/tour-of-beam/frontend/lib/constants/links.dart new file mode 100644 index 0000000000000..de299ca23d4ba --- /dev/null +++ b/learning/tour-of-beam/frontend/lib/constants/links.dart @@ -0,0 +1,20 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +const tobFeedbackGoogleFormsUrl = + 'https://docs.google.com/forms/d/e/1FAIpQLSdI3yTmsCtk_neVPt0zQOPSmxDBlz3uX2AcmUpoNT6iGEwkUQ/viewform?usp=sharing'; diff --git a/sdks/python/test-suites/direct/py37/build.gradle b/learning/tour-of-beam/frontend/lib/constants/params.dart similarity index 69% rename from sdks/python/test-suites/direct/py37/build.gradle rename to learning/tour-of-beam/frontend/lib/constants/params.dart index bf99f72d429c6..306a73fdef38a 100644 --- a/sdks/python/test-suites/direct/py37/build.gradle +++ b/learning/tour-of-beam/frontend/lib/constants/params.dart @@ -4,21 +4,18 @@ * distributed with this work for additional information * regarding copyright ownership. The ASF licenses this file * to you under the Apache License, Version 2.0 (the - * License); you may not use this file except in compliance + * "License"); you may not use this file except in compliance * with the License. You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an AS IS BASIS, + * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ -plugins { id 'org.apache.beam.module' } -applyPythonNature() +import 'package:playground_components/playground_components.dart'; -// Required to setup a Python 3 virtualenv and task names. -pythonVersion = '3.7' -apply from: '../common.gradle' +const defaultSdk = Sdk.java; diff --git a/learning/tour-of-beam/frontend/lib/locator.dart b/learning/tour-of-beam/frontend/lib/locator.dart index fedfa528c05a8..bad29192fdd13 100644 --- a/learning/tour-of-beam/frontend/lib/locator.dart +++ b/learning/tour-of-beam/frontend/lib/locator.dart @@ -32,8 +32,6 @@ import 'router/page_factory.dart'; import 'router/route_information_parser.dart'; import 'state.dart'; -final _client = CloudFunctionsTobClient(); - Future initializeServiceLocator() async { await _initializeRepositories(); _initializeAuth(); diff --git a/learning/tour-of-beam/frontend/lib/main.dart b/learning/tour-of-beam/frontend/lib/main.dart index 7d8555acb005e..913e70f7ac43e 100644 --- a/learning/tour-of-beam/frontend/lib/main.dart +++ b/learning/tour-of-beam/frontend/lib/main.dart @@ -96,6 +96,7 @@ class TourOfBeamApp extends StatelessWidget { localizationsDelegates: context.localizationDelegates, supportedLocales: context.supportedLocales, locale: context.locale, + title: 'Tour of Beam', ); }, ), diff --git a/learning/tour-of-beam/frontend/lib/models/node.dart b/learning/tour-of-beam/frontend/lib/models/node.dart index 9450ad073b24b..1780bdef1d121 100644 --- a/learning/tour-of-beam/frontend/lib/models/node.dart +++ b/learning/tour-of-beam/frontend/lib/models/node.dart @@ -16,6 +16,8 @@ * limitations under the License. */ +import 'package:equatable/equatable.dart'; + import '../repositories/models/node.dart'; import '../repositories/models/node_type_enum.dart'; import 'group.dart'; @@ -23,7 +25,7 @@ import 'parent_node.dart'; import 'unit.dart'; /// The data class for any Tour of Beam node of a content tree. -abstract class NodeModel { +abstract class NodeModel with EquatableMixin { final String id; final String title; final NodeModel? parent; @@ -60,6 +62,13 @@ abstract class NodeModel { } } + @override + List get props => [ + id, + title, + parent, + ]; + NodeModel? getLastNodeFromBreadcrumbIds(List breadcrumbIds); List getUnits(); diff --git a/learning/tour-of-beam/frontend/lib/pages/tour/controllers/content_tree.dart b/learning/tour-of-beam/frontend/lib/pages/tour/controllers/content_tree.dart index 5f1aa1320663f..32f76a1a1300c 100644 --- a/learning/tour-of-beam/frontend/lib/pages/tour/controllers/content_tree.dart +++ b/learning/tour-of-beam/frontend/lib/pages/tour/controllers/content_tree.dart @@ -18,7 +18,6 @@ import 'package:flutter/widgets.dart'; import 'package:get_it/get_it.dart'; -import 'package:playground_components/playground_components.dart'; import '../../../cache/content_tree.dart'; @@ -28,7 +27,6 @@ import '../../../models/unit.dart'; import '../../../state.dart'; class ContentTreeController extends ChangeNotifier { - final Sdk initialSdk; List _breadcrumbIds; NodeModel? _currentNode; final _contentTreeCache = GetIt.instance.get(); @@ -40,7 +38,6 @@ class ContentTreeController extends ChangeNotifier { Set get expandedIds => _expandedIds; ContentTreeController({ - required this.initialSdk, List initialBreadcrumbIds = const [], }) : _breadcrumbIds = initialBreadcrumbIds { _expandedIds.addAll(initialBreadcrumbIds); @@ -49,7 +46,6 @@ class ContentTreeController extends ChangeNotifier { _onContentTreeCacheChange(); } - Sdk get sdk => GetIt.instance.get().sdk ?? initialSdk; List get breadcrumbIds => _breadcrumbIds; NodeModel? get currentNode => _currentNode; @@ -109,7 +105,9 @@ class ContentTreeController extends ChangeNotifier { } void _onContentTreeCacheChange() { - final contentTree = _contentTreeCache.getContentTree(sdk); + final contentTree = _contentTreeCache.getContentTree( + GetIt.instance.get().sdk, + ); if (contentTree == null) { return; } diff --git a/learning/tour-of-beam/frontend/lib/pages/tour/page.dart b/learning/tour-of-beam/frontend/lib/pages/tour/page.dart index 929b280fa7902..08a4a6ad83928 100644 --- a/learning/tour-of-beam/frontend/lib/pages/tour/page.dart +++ b/learning/tour-of-beam/frontend/lib/pages/tour/page.dart @@ -18,7 +18,6 @@ import 'package:app_state/app_state.dart'; import 'package:flutter/widgets.dart'; -import 'package:playground_components/playground_components.dart'; import 'screen.dart'; import 'state.dart'; @@ -28,12 +27,10 @@ class TourPage extends StatefulMaterialPage { /// Called when navigating to the page programmatically. TourPage({ - required Sdk sdk, List breadcrumbIds = const [], }) : super( key: const ValueKey(classFactoryKey), state: TourNotifier( - initialSdk: sdk, initialBreadcrumbIds: breadcrumbIds, ), createScreen: TourScreen.new, @@ -44,7 +41,6 @@ class TourPage extends StatefulMaterialPage { final breadcrumbIds = state['breadcrumbIds']; return TourPage( - sdk: Sdk.parseOrCreate(state['sdkId']), breadcrumbIds: breadcrumbIds is List ? breadcrumbIds.cast() : const [], ); diff --git a/learning/tour-of-beam/frontend/lib/pages/tour/screen.dart b/learning/tour-of-beam/frontend/lib/pages/tour/screen.dart index 75cc77e6b9c4b..c9cc88fa3d4e3 100644 --- a/learning/tour-of-beam/frontend/lib/pages/tour/screen.dart +++ b/learning/tour-of-beam/frontend/lib/pages/tour/screen.dart @@ -44,7 +44,7 @@ class TourScreen extends StatelessWidget { return TobShortcutsManager( tourNotifier: tourNotifier, child: TobScaffold( - playgroundController: tourNotifier.isUnitContainsSnippet + playgroundController: tourNotifier.isPlaygroundShown ? tourNotifier.playgroundController : null, child: @@ -87,23 +87,36 @@ class _UnitContentWidget extends StatelessWidget { return AnimatedBuilder( animation: tourNotifier, builder: (context, widget) { - return !tourNotifier.isUnitContainsSnippet - ? UnitContentWidget(tourNotifier) - : SplitView( - direction: Axis.horizontal, - dragHandleKey: TourScreen.dragHandleKey, - first: UnitContentWidget(tourNotifier), - second: tourNotifier.isSnippetLoading - ? const Center(child: CircularProgressIndicator()) - : PlaygroundWidget( - tourNotifier: tourNotifier, - ), - ); + return tourNotifier.isPlaygroundShown + ? _UnitContentWithPlaygroundSplitView(tourNotifier) + : UnitContentWidget(tourNotifier); }, ); } } +class _UnitContentWithPlaygroundSplitView extends StatelessWidget { + final TourNotifier tourNotifier; + const _UnitContentWithPlaygroundSplitView(this.tourNotifier); + + @override + Widget build(BuildContext context) { + final isPlaygroundLoading = tourNotifier.currentUnitContent == null || + tourNotifier.isSnippetLoading; + + return SplitView( + direction: Axis.horizontal, + dragHandleKey: TourScreen.dragHandleKey, + first: UnitContentWidget(tourNotifier), + second: isPlaygroundLoading + ? const Center(child: CircularProgressIndicator()) + : PlaygroundWidget( + tourNotifier: tourNotifier, + ), + ); + } +} + class _NarrowTour extends StatelessWidget { final TourNotifier tourNotifier; diff --git a/learning/tour-of-beam/frontend/lib/pages/tour/state.dart b/learning/tour-of-beam/frontend/lib/pages/tour/state.dart index 00d2f2fcddc03..3094a5e199172 100644 --- a/learning/tour-of-beam/frontend/lib/pages/tour/state.dart +++ b/learning/tour-of-beam/frontend/lib/pages/tour/state.dart @@ -30,6 +30,7 @@ import '../../cache/unit_progress.dart'; import '../../enums/save_code_status.dart'; import '../../enums/snippet_type.dart'; import '../../models/event_context.dart'; +import '../../models/node.dart'; import '../../models/unit.dart'; import '../../models/unit_content.dart'; import '../../services/analytics/events/unit_closed.dart'; @@ -49,22 +50,19 @@ class TourNotifier extends ChangeNotifier with PageStateMixin { final _unitContentCache = GetIt.instance.get(); final _unitProgressCache = GetIt.instance.get(); UnitContentModel? _currentUnitContent; + bool _isPlaygroundShown = false; DateTime? _currentUnitOpenedAt; TobEventContext _tobEventContext = TobEventContext.empty; TobEventContext get tobEventContext => _tobEventContext; TourNotifier({ - required Sdk initialSdk, List initialBreadcrumbIds = const [], }) : contentTreeController = ContentTreeController( - initialSdk: initialSdk, initialBreadcrumbIds: initialBreadcrumbIds, ), - playgroundController = _createPlaygroundController(initialSdk.id) { - _appNotifier.sdk ??= initialSdk; + playgroundController = _createPlaygroundController() { contentTreeController.addListener(_onUnitChanged); - _unitContentCache.addListener(_onUnitChanged); _appNotifier.addListener(_onAppNotifierChanged); _authNotifier.addListener(_onAuthChanged); _saveCodeDebounced = _saveCode.debounced( @@ -84,17 +82,17 @@ class TourNotifier extends ChangeNotifier with PageStateMixin { @override PagePath get path => TourPath( - sdkId: contentTreeController.sdk.id, + sdkId: GetIt.instance.get().sdk.id, breadcrumbIds: contentTreeController.breadcrumbIds, ); bool get isAuthenticated => _authNotifier.isAuthenticated; - Sdk get currentSdk => _appNotifier.sdk!; + Sdk get currentSdk => _appNotifier.sdk; String? get currentUnitId => _currentUnitContent?.id; UnitContentModel? get currentUnitContent => _currentUnitContent; - bool get hasSolution => currentUnitContent?.solutionSnippetId != null; + bool get hasSolution => _currentUnitContent?.solutionSnippetId != null; bool get isCodeSaved => _unitProgressCache.hasSavedSnippet(currentUnitId); SnippetType _snippetType = SnippetType.original; @@ -109,7 +107,7 @@ class TourNotifier extends ChangeNotifier with PageStateMixin { notifyListeners(); } - bool get isUnitContainsSnippet => currentUnitContent?.taskSnippetId != null; + bool get isPlaygroundShown => _isPlaygroundShown; bool get isSnippetLoading => _isLoadingSnippet; Future _onAuthChanged() async { @@ -125,10 +123,10 @@ class TourNotifier extends ChangeNotifier with PageStateMixin { Future _onAppNotifierChanged() async { playgroundController.setSdk(currentSdk); _listenToCurrentSnippetEditingController(); - - await _unitProgressCache.loadUnitProgress(currentSdk); - _trySetSnippetType(SnippetType.saved); - await _loadSnippetByType(); + final currentNode = contentTreeController.currentNode; + if (currentNode != null) { + await _loadUnit(currentNode); + } } Future _onUnitChanged() async { @@ -137,20 +135,29 @@ class TourNotifier extends ChangeNotifier with PageStateMixin { if (currentNode is! UnitModel) { await _emptyPlayground(); } else { - _setUnitContent(null); - notifyListeners(); + await _loadUnit(currentNode); + } + notifyListeners(); + } - final content = await _unitContentCache.getUnitContent( - currentSdk.id, - currentNode.id, - ); + Future _loadUnit(NodeModel node) async { + _setUnitContent(null); + notifyListeners(); - _setUnitContent(content); - await _unitProgressCache.loadUnitProgress(currentSdk); - _trySetSnippetType(SnippetType.saved); - await _loadSnippetByType(); + final content = await _unitContentCache.getUnitContent( + currentSdk.id, + node.id, + ); + + _setUnitContent(content); + await _unitProgressCache.loadUnitProgress(currentSdk); + + if (content != _currentUnitContent) { + return; // Changed while waiting. } - notifyListeners(); + + _trySetSnippetType(SnippetType.saved); + await _loadSnippetByType(); } void _setUnitContent(UnitContentModel? unitContent) { @@ -163,6 +170,9 @@ class TourNotifier extends ChangeNotifier with PageStateMixin { } _currentUnitContent = unitContent; + if (_currentUnitContent != null) { + _isPlaygroundShown = _currentUnitContent!.taskSnippetId != null; + } if (_currentUnitContent != null) { _trackUnitOpened(_currentUnitContent!.id); @@ -349,7 +359,7 @@ class TourNotifier extends ChangeNotifier with PageStateMixin { // Playground controller. - static PlaygroundController _createPlaygroundController(String initialSdkId) { + static PlaygroundController _createPlaygroundController() { final playgroundController = PlaygroundController( codeClient: GetIt.instance.get(), exampleCache: ExampleCache( @@ -362,7 +372,9 @@ class TourNotifier extends ChangeNotifier with PageStateMixin { playgroundController.examplesLoader.loadIfNew( ExamplesLoadingDescriptor( descriptors: [ - EmptyExampleLoadingDescriptor(sdk: Sdk.parseOrCreate(initialSdkId)), + EmptyExampleLoadingDescriptor( + sdk: GetIt.instance.get().sdk, + ), ], ), ), @@ -373,7 +385,6 @@ class TourNotifier extends ChangeNotifier with PageStateMixin { @override Future dispose() async { - _unitContentCache.removeListener(_onUnitChanged); contentTreeController.removeListener(_onUnitChanged); _appNotifier.removeListener(_onAppNotifierChanged); _authNotifier.removeListener(_onAuthChanged); diff --git a/learning/tour-of-beam/frontend/lib/pages/tour/widgets/content_tree.dart b/learning/tour-of-beam/frontend/lib/pages/tour/widgets/content_tree.dart index 9fd96b5e93bd7..587dc27569677 100644 --- a/learning/tour-of-beam/frontend/lib/pages/tour/widgets/content_tree.dart +++ b/learning/tour-of-beam/frontend/lib/pages/tour/widgets/content_tree.dart @@ -16,6 +16,7 @@ * limitations under the License. */ +import 'package:easy_localization/easy_localization.dart'; import 'package:flutter/material.dart'; import 'package:get_it/get_it.dart'; import 'package:playground_components/playground_components.dart'; @@ -23,7 +24,6 @@ import 'package:playground_components/playground_components.dart'; import '../../../components/builders/content_tree.dart'; import '../../../state.dart'; import '../controllers/content_tree.dart'; -import 'content_tree_title.dart'; import 'module.dart'; // TODO(nausharipov): make it collapsible @@ -41,7 +41,7 @@ class ContentTreeWidget extends StatelessWidget { child: AnimatedBuilder( animation: GetIt.instance.get(), builder: (context, child) => ContentTreeBuilder( - sdk: controller.sdk, + sdk: GetIt.instance.get().sdk, builder: (context, contentTree, child) { if (contentTree == null) { return const Center(child: CircularProgressIndicator()); @@ -53,7 +53,7 @@ class ContentTreeWidget extends StatelessWidget { ), child: Column( children: [ - const ContentTreeTitleWidget(), + const _Title(), ...contentTree.nodes.map( (module) => ModuleWidget( module: module, @@ -70,3 +70,23 @@ class ContentTreeWidget extends StatelessWidget { ); } } + +class _Title extends StatelessWidget { + const _Title(); + + @override + Widget build(BuildContext context) { + return Padding( + padding: const EdgeInsets.symmetric(vertical: BeamSizes.size12), + child: Row( + mainAxisAlignment: MainAxisAlignment.spaceBetween, + children: [ + Text( + 'pages.tour.summaryTitle', + style: Theme.of(context).textTheme.headlineLarge, + ).tr(), + ], + ), + ); + } +} diff --git a/learning/tour-of-beam/frontend/lib/pages/tour/widgets/markdown/code_builder.dart b/learning/tour-of-beam/frontend/lib/pages/tour/widgets/markdown/code_builder.dart index b770f777a7eb1..62e7ab6aab76f 100644 --- a/learning/tour-of-beam/frontend/lib/pages/tour/widgets/markdown/code_builder.dart +++ b/learning/tour-of-beam/frontend/lib/pages/tour/widgets/markdown/code_builder.dart @@ -50,7 +50,13 @@ class _CodeBlock extends StatelessWidget { controller: scrollController, padding: const EdgeInsets.all(BeamSizes.size10), scrollDirection: Axis.horizontal, - child: Text(text), + child: Text( + text, + style: Theme.of(context) + .extension()! + .markdownStyle + .code, + ), ), ), ); @@ -76,7 +82,13 @@ class _InlineCode extends StatelessWidget { ), child: Text( text, - style: TextStyle(color: Theme.of(context).primaryColor), + style: Theme.of(context) + .extension()! + .markdownStyle + .p! + .copyWith( + color: Theme.of(context).primaryColor, + ), ), ); } diff --git a/learning/tour-of-beam/frontend/lib/pages/tour/widgets/playground.dart b/learning/tour-of-beam/frontend/lib/pages/tour/widgets/playground.dart index 67616650fdd63..1d0ee58294863 100644 --- a/learning/tour-of-beam/frontend/lib/pages/tour/widgets/playground.dart +++ b/learning/tour-of-beam/frontend/lib/pages/tour/widgets/playground.dart @@ -57,6 +57,7 @@ class PlaygroundWidget extends StatelessWidget { SplitView( direction: Axis.vertical, first: SnippetEditor( + autofocus: true, controller: snippetController, isEditable: true, ), diff --git a/learning/tour-of-beam/frontend/lib/pages/tour/widgets/unit_content.dart b/learning/tour-of-beam/frontend/lib/pages/tour/widgets/unit_content.dart index 777ae3011ca9f..866538c53ee13 100644 --- a/learning/tour-of-beam/frontend/lib/pages/tour/widgets/unit_content.dart +++ b/learning/tour-of-beam/frontend/lib/pages/tour/widgets/unit_content.dart @@ -128,7 +128,7 @@ class _Title extends StatelessWidget { ), child: Text( title, - style: Theme.of(context).textTheme.headlineLarge, + style: Theme.of(context).textTheme.titleLarge, textAlign: TextAlign.start, ), ); @@ -196,7 +196,15 @@ class _SnippetTypeSwitcher extends StatelessWidget { title: 'pages.tour.solution'.tr(), value: SnippetType.solution, onChanged: () async { - await _setSnippetByType(SnippetType.solution); + final confirmed = await ConfirmDialog.show( + context: context, + confirmButtonText: 'pages.tour.showSolution'.tr(), + subtitle: 'pages.tour.solveYourself'.tr(), + title: 'pages.tour.solution'.tr(), + ); + if (confirmed) { + await _setSnippetByType(SnippetType.solution); + } }, ), if (tourNotifier.hasSolution || tourNotifier.isCodeSaved) @@ -285,7 +293,7 @@ class _ContentFooter extends StatelessWidget { themeData.extension()?.secondaryBackgroundColor, ), width: double.infinity, - padding: const EdgeInsets.all(BeamSizes.size20), + padding: const EdgeInsets.all(BeamSizes.size10), child: Row( mainAxisAlignment: MainAxisAlignment.center, children: [ diff --git a/learning/tour-of-beam/frontend/lib/pages/welcome/screen.dart b/learning/tour-of-beam/frontend/lib/pages/welcome/screen.dart index eab7557ac5655..a15b05bbc7c25 100644 --- a/learning/tour-of-beam/frontend/lib/pages/welcome/screen.dart +++ b/learning/tour-of-beam/frontend/lib/pages/welcome/screen.dart @@ -16,6 +16,8 @@ * limitations under the License. */ +import 'dart:async'; + import 'package:app_state/app_state.dart'; import 'package:easy_localization/easy_localization.dart'; import 'package:flutter/gestures.dart'; @@ -60,10 +62,10 @@ class _WideWelcome extends StatelessWidget { @override Widget build(BuildContext context) { - return IntrinsicHeight( + return const IntrinsicHeight( child: Row( crossAxisAlignment: CrossAxisAlignment.start, - children: const [ + children: [ Expanded( child: _SdkSelection(), ), @@ -83,8 +85,8 @@ class _NarrowWelcome extends StatelessWidget { @override Widget build(BuildContext context) { - return Column( - children: const [ + return const Column( + children: [ _SdkSelection(), _TourSummary(), ], @@ -157,7 +159,7 @@ class _SdkSelection extends StatelessWidget { if (sdk == null) { return; } - await GetIt.instance.get().push(TourPage(sdk: sdk)); + await GetIt.instance.get().push(TourPage()); } } @@ -171,9 +173,6 @@ class _TourSummary extends StatelessWidget { animation: appNotifier, builder: (context, child) { final sdk = appNotifier.sdk; - if (sdk == null) { - return Container(); - } return Padding( padding: const EdgeInsets.symmetric( @@ -259,7 +258,7 @@ class _IntroTextBody extends StatelessWidget { .copyWith(color: Theme.of(context).primaryColor), recognizer: TapGestureRecognizer() ..onTap = () { - _openLoginDialog(context); + unawaited(_openLoginDialog(context)); }, ), TextSpan(text: '\n\n${'pages.welcome.selectLanguage'.tr()}'), @@ -269,8 +268,8 @@ class _IntroTextBody extends StatelessWidget { ); } - void _openLoginDialog(BuildContext context) { - showDialog( + Future _openLoginDialog(BuildContext context) async { + await showDialog( context: context, builder: (context) => Dialog( child: LoginContent( diff --git a/learning/tour-of-beam/frontend/lib/state.dart b/learning/tour-of-beam/frontend/lib/state.dart index e690e398faeae..3209d48a55ac7 100644 --- a/learning/tour-of-beam/frontend/lib/state.dart +++ b/learning/tour-of-beam/frontend/lib/state.dart @@ -22,6 +22,7 @@ import 'package:flutter/material.dart'; import 'package:playground_components/playground_components.dart'; import 'package:shared_preferences/shared_preferences.dart'; +import 'constants/params.dart'; import 'constants/storage_keys.dart'; class AppNotifier extends ChangeNotifier { @@ -31,21 +32,17 @@ class AppNotifier extends ChangeNotifier { unawaited(_readSdk()); } - Sdk? get sdk => _sdk; + Sdk get sdk => _sdk ?? defaultSdk; - set sdk(Sdk? newValue) { + set sdk(Sdk newValue) { _sdk = newValue; unawaited(_writeSdk(newValue)); notifyListeners(); } - Future _writeSdk(Sdk? value) async { + Future _writeSdk(Sdk value) async { final preferences = await SharedPreferences.getInstance(); - if (value != null) { - await preferences.setString(StorageKeys.sdkId, value.id); - } else { - await preferences.remove(StorageKeys.sdkId); - } + await preferences.setString(StorageKeys.sdkId, value.id); } Future _readSdk() async { diff --git a/learning/tour-of-beam/frontend/pubspec.lock b/learning/tour-of-beam/frontend/pubspec.lock index 0fa33cd6c6d54..5cde8a54211f8 100644 --- a/learning/tour-of-beam/frontend/pubspec.lock +++ b/learning/tour-of-beam/frontend/pubspec.lock @@ -450,10 +450,10 @@ packages: dependency: transitive description: name: flutter_code_editor - sha256: "5cd0337a24155dcac85d4f5b0cc8fa022ab19785a968a86726cdc62e363ee428" + sha256: d4f94719d3f4dc3f40b0b80c980e3b550069c413542b6c0521bff8267f57eefb url: "https://pub.dev" source: hosted - version: "0.2.23" + version: "0.3.0" flutter_driver: dependency: transitive description: flutter @@ -1417,4 +1417,4 @@ packages: version: "3.1.2" sdks: dart: ">=3.0.2 <4.0.0" - flutter: ">=3.10.2" + flutter: ">=3.10.4" diff --git a/learning/tour-of-beam/frontend/pubspec.yaml b/learning/tour-of-beam/frontend/pubspec.yaml index 45004337ca55d..75e699b36f67f 100644 --- a/learning/tour-of-beam/frontend/pubspec.yaml +++ b/learning/tour-of-beam/frontend/pubspec.yaml @@ -24,7 +24,7 @@ version: 0.1.0 environment: sdk: '>=3.0.2 <4.0.0' - flutter: '>=3.10.2' + flutter: '>=3.10.4' dependencies: app_state: ^0.9.3 diff --git a/learning/tour-of-beam/learning-content/content-info.yaml b/learning/tour-of-beam/learning-content/content-info.yaml index c85d2456c3995..05ab3b69d3c73 100644 --- a/learning/tour-of-beam/learning-content/content-info.yaml +++ b/learning/tour-of-beam/learning-content/content-info.yaml @@ -28,4 +28,8 @@ content: - schema-based-transforms - windowing - triggers - - io \ No newline at end of file + - io + - splittable-dofn + - cross-language + - final-challenge + \ No newline at end of file diff --git a/learning/tour-of-beam/learning-content/core-transforms/motivating-challenge-3/go-solution/main.go b/learning/tour-of-beam/learning-content/core-transforms/motivating-challenge-3/go-solution/main.go index fd29b17656bf5..5bcb47b536105 100644 --- a/learning/tour-of-beam/learning-content/core-transforms/motivating-challenge-3/go-solution/main.go +++ b/learning/tour-of-beam/learning-content/core-transforms/motivating-challenge-3/go-solution/main.go @@ -20,7 +20,7 @@ // name: CoreTransformsSolution3 // description: Core Transforms third motivating challenge. // multifile: false -// context_line: 52 +// context_line: 51 // categories: // - Quickstart // complexity: BASIC diff --git a/learning/tour-of-beam/learning-content/cross-language/module-info.yaml b/learning/tour-of-beam/learning-content/cross-language/module-info.yaml new file mode 100644 index 0000000000000..ad4f5583f9419 --- /dev/null +++ b/learning/tour-of-beam/learning-content/cross-language/module-info.yaml @@ -0,0 +1,28 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. +# + +sdk: + - Java + - Python +id: cross-language +name: Cross-Language Transforms +complexity: ADVANCED +content: +- sql-transform +- multi-pipeline diff --git a/learning/tour-of-beam/learning-content/cross-language/multi-pipeline/description.md b/learning/tour-of-beam/learning-content/cross-language/multi-pipeline/description.md new file mode 100644 index 0000000000000..ae6ce9cf004ab --- /dev/null +++ b/learning/tour-of-beam/learning-content/cross-language/multi-pipeline/description.md @@ -0,0 +1,415 @@ + + +### Multi pipeline + +Apache Beam is a popular open-source platform for building batch and streaming data processing pipelines. One of the key features of Apache Beam is its ability to support multi-language pipelines. With Apache Beam, you can write different parts of your pipeline in different programming languages, and they can all work together seamlessly. + +Apache Beam supports multiple programming languages, including Java, Python, and Go. With multi-language support, you can use a combination of supported languages in a single pipeline. This makes it possible to use the language that best suits your needs for each part of the pipeline. + +To build a multi-language pipeline with Apache Beam, you can use the following approach: + +* Define your pipeline using Apache Beam's SDK in your preferred programming language. This defines the data processing steps that need to be executed. + +* Use Apache Beam's language-specific SDKs to implement the data processing steps in the appropriate programming languages. For example, you could use Java to process some data, Python to process some other data, and Go to perform a specific computation. + +* Use Apache Beam's cross-language support to connect the different parts of your pipeline. Apache Beam provides a standard data model and serialization format so that data can be passed seamlessly between different languages. + +Using Apache Beam's multi-language support, you can take advantage of the strengths of different programming languages while building a unified data processing pipeline. This can be especially useful when working with large datasets and re-using existing components. + +To create a multi-language pipeline in Apache Beam, follow these steps: + +* Choose your SDKs: First, decide which programming languages and corresponding SDKs you'd like to use. Apache Beam currently supports Python, Java, and Go SDKs. + +* Set up the dependencies: Make sure you have installed the necessary dependencies for each language. For instance, you'll need the Beam Python SDK for Python or the Beam Java SDK for Java. + +* Create a pipeline: Using the primary language of your choice, create a pipeline object using the respective SDK. This pipeline will serve as the main entry point for your multi-language pipeline. + +* Use cross-language transforms: To execute transforms written in other languages, use the ExternalTransform class (in Python) or the External class (in Java). This allows you to use a transform written in another language as if it were a native transform in your main pipeline. You'll need to provide the appropriate expansion service address for the language of the transform. + +{{if (eq .Sdk "java")}} + +#### Start an expansion service + +When building a job for a multi-language pipeline, Beam uses an expansion service to expand composite transforms. Therefore, you must have at least one expansion service per remote SDK. + +In most cases, if you have a supported version of Python installed on your system, you can let `PythonExternalTransform` handle the details of creating and starting up the expansion service. But if you want to customize the environment or use transforms not available in the default Beam SDK, you might need to run your own expansion service. + +For example, to start the standard expansion service for a Python transform, ExpansionServiceServicer, follow these steps: + +* Activate a new virtual environment following these instructions. + +* Install Apache Beam with gcp and dataframe packages. +``` +pip install 'apache-beam[gcp,dataframe]' +``` +* Run the following command +``` +python -m apache_beam.runners.portability.expansion_service_main -p --fully_qualified_name_glob "*" +``` + +The command runs `expansion_service_main.py`, which starts the standard expansion service. When you use Gradle to run your Java pipeline, you can specify the expansion service with the `expansionService` option. For example: `--expansionService=localhost:`. + +#### Run Java program + +``` +private String getModelLoaderScript() { + String s = "from apache_beam.ml.inference.sklearn_inference import SklearnModelHandlerNumpy\n"; + s = s + "from apache_beam.ml.inference.base import KeyedModelHandler\n"; + s = s + "def get_model_handler(model_uri):\n"; + s = s + " return KeyedModelHandler(SklearnModelHandlerNumpy(model_uri))\n"; + + return s; +} + +void runExample(SklearnMnistClassificationOptions options, String expansionService) { + // Schema of the output PCollection Row type to be provided to the RunInference transform. + Schema schema = + Schema.of( + Schema.Field.of("example", Schema.FieldType.array(Schema.FieldType.INT64)), + Schema.Field.of("inference", FieldType.STRING)); + + Pipeline pipeline = Pipeline.create(options); + PCollection>> col = + pipeline + .apply(TextIO.read().from(options.getInput())) + .apply(Filter.by(new FilterNonRecordsFn())) + .apply(MapElements.via(new RecordsToLabeledPixelsFn())); + + col.apply(RunInference.ofKVs(getModelLoaderScript(), schema, VarLongCoder.of()) + .withKwarg("model_uri", options.getModelPath()) + .withExpansionService(expansionService)) + .apply(MapElements.via(new FormatOutput())) + .apply(TextIO.write().to("out.txt")); + + pipeline.run().waitUntilFinish(); +} +``` + +> **Note**. Python extension service may not work on Windows. The **extension service** and the **Java pipeline** must run in the same environment. If the **extension service** is running in a **docker** container, you should run **Java pipeline** inside it. + +#### Run in docker + +Run **extension service** and **java program**: +``` +# Use an official Java base image +FROM openjdk:11 + +# Install Python +RUN apt-get update && \ + apt-get install -y python python-pip + +# Set the working directory +WORKDIR /app + +# Copy Java and Python source files to the working directory +COPY src /app/src +COPY scripts /app/scripts + +# Install Python dependencies +RUN pip install --upgrade pip \ +RUN pip install apache-beam==2.46.0 \ +RUN pip install --default-timeout=100 torch \ +RUN pip install torchvision \ +RUN pip install pandas \ +RUN pip install scikit-learn + +RUN wget https://repo1.maven.org/maven2/org/springframework/spring-expression/$SPRING_VERSION/spring-expression-$SPRING_VERSION.jar &&\ + mv spring-expression-$SPRING_VERSION.jar /opt/apache/beam/jars/spring-expression.jar + +# Compile the Java program +RUN javac -d /app/bin /app/src/MyJavaProgram.java + +# Set the entrypoint to run both the Java program and Python script +ENTRYPOINT ["bash", "-c", "java -cp /app/bin MyJavaProgram && python -m apache_beam.runners.portability.expansion_service_main -p 9090 --fully_qualified_name_glob=*"] +``` +{{end}} + + +{{if (eq .Sdk "python")}} + + +Write own java service +``` +import autovalue.shaded.com.google.auto.service.AutoService; +import autovalue.shaded.com.google.common.collect.ImmutableMap; +import org.apache.beam.sdk.expansion.ExternalTransformRegistrar; +import org.apache.beam.sdk.transforms.Count; +import org.apache.beam.sdk.transforms.ExternalTransformBuilder; +import org.apache.beam.sdk.transforms.PTransform; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; + +import java.util.Map; + +public class Task { + static class JavaCount extends PTransform, PCollection>> { + + public JavaCount() { + } + + @Override + public PCollection> expand(PCollection input) { + return input + .apply( + "JavaCount", Count.perElement()); + } + } + + static class JavaCountBuilder implements + ExternalTransformBuilder, PCollection>> { + + @Override + public PTransform, PCollection>> buildExternal( + JavaCountConfiguration configuration) { + return new JavaCount(); + } + } + + static class JavaCountConfiguration { + + } + + @AutoService(ExternalTransformRegistrar.class) + public class JavaCountRegistrar implements ExternalTransformRegistrar { + + final String URN = "my.beam.transform.javacount"; + + @Override + public Map> knownBuilderInstances() { + return ImmutableMap.of(URN, new JavaCountBuilder()); + } + } +} +``` + +Build jar: +``` +mvn clean +mvn package -DskipTests +cd target +java -jar java-count-bundled-0.1.jar 12345 +``` + +Python pipeline: +``` +import logging +import re +import typing + +import apache_beam as beam +from apache_beam.io import ReadFromText +from apache_beam.io import WriteToText +from apache_beam.transforms.external import ImplicitSchemaPayloadBuilder +from apache_beam.options.pipeline_options import PipelineOptions + + +class WordExtractingDoFn(beam.DoFn): + """Parse each line of input text into words.""" + def process(self, element): + """Returns an iterator over the words of this element. + The element is a line of text. If the line is blank, note that, too. + Args: + element: the element being processed + Returns: + The processed element. + """ + return re.findall(r'[\w\']+', element, re.UNICODE) + + +def run(input_path, output_path, pipeline_args): + pipeline_options = PipelineOptions(pipeline_args) + + with beam.Pipeline(options=pipeline_options) as p: + lines = p | 'Read' >> ReadFromText(input_path).with_output_types(str) + words = lines | 'Split' >> (beam.ParDo(WordExtractingDoFn()).with_output_types(str)) + + java_output = ( + words + | 'JavaCount' >> beam.ExternalTransform( + 'my.beam.transform.javacount', + None, + "localhost:12345")) + + def format(kv): + key, value = kv + return '%s:%s' % (key, value) + + output = java_output | 'Format' >> beam.Map(format) + output | 'Write' >> WriteToText(output_path) + + +if __name__ == '__main__': + logging.getLogger().setLevel(logging.INFO) + import argparse + + parser = argparse.ArgumentParser() + parser.add_argument( + '--input', + dest='input', + required=True, + help='Input file') + parser.add_argument( + '--output', + dest='output', + required=True, + help='Output file') + known_args, pipeline_args = parser.parse_known_args() + + run( + known_args.input, + known_args.output, + pipeline_args) +``` + +Run program +``` +python javacount.py --runner DirectRunner --environment_type=DOCKER --input input.txt --output output.txt --sdk_harness_container_image_overrides ".*java.*,chamikaramj/beam_java11_sdk:latest" +``` +{{end}} + +### Playground exercise + +{{if (eq .Sdk "java")}} + +You can use `RunInterface` which is used in Python for machine learning. + +Defining arguments: +``` +public interface SklearnMnistClassificationOptions extends PipelineOptions { + @Description("Path to an input file that contains labels and pixels to feed into the model") + @Default.String("gs://apache-beam-samples/multi-language/mnist/example_input.csv") + String getInput(); + + void setInput(String value); + + @Description("Path for storing the output") + @Required + String getOutput(); + + void setOutput(String value); + + @Description( + "Path to a model file that contains the pickled file of a scikit-learn model trained on MNIST data") + @Default.String("gs://apache-beam-samples/multi-language/mnist/example_model") + String getModelPath(); + + void setModelPath(String value); + /** Set this option to specify Python expansion service URL. */ + @Description("URL of Python expansion service") + @Default.String("") + String getExpansionService(); + + void setExpansionService(String value); +} +``` + +Run function: +``` +void runExample(SklearnMnistClassificationOptions options, String expansionService) { + // Schema of the output PCollection Row type to be provided to the RunInference transform. + Schema schema = + Schema.of( + Schema.Field.of("example", Schema.FieldType.array(Schema.FieldType.INT64)), + Schema.Field.of("inference", FieldType.STRING)); + Pipeline pipeline = Pipeline.create(options); + + PCollection>> col = + pipeline + .apply(TextIO.read().from(options.getInput())) + .apply(Filter.by(new FilterNonRecordsFn())) + .apply(MapElements.via(new RecordsToLabeledPixelsFn())); + + col.apply( + RunInference.ofKVs(getModelLoaderScript(), schema, VarLongCoder.of()) + .withKwarg("model_uri", options.getModelPath()) + .withExpansionService(expansionService)) + .apply(MapElements.via(new FormatOutput())) + .apply(TextIO.write().to(options.getOutput())); + + pipeline.run().waitUntilFinish(); +} +``` +{{end}} + +{{if (eq .Sdk "python")}} +You can write your own transform to be executed in python. + +Prefix **Logic**: +``` +public class JavaPrefix extends PTransform, PCollection> { + + final String prefix; + + public JavaPrefix(String prefix) { + this.prefix = prefix; + } + + class AddPrefixDoFn extends DoFn { + + @ProcessElement + public void process(@Element String input, OutputReceiver o) { + o.output(prefix + input); + } + } + + @Override + public PCollection expand(PCollection input) { + return input + .apply( + "AddPrefix", + ParDo.of(new AddPrefixDoFn())); + } +} +``` + +Prefix **Builder**: +``` +public class JavaPrefixBuilder implements + ExternalTransformBuilder, PCollection> { + + @Override + public PTransform, PCollection> buildExternal( + JavaPrefixConfiguration configuration) { + return new JavaPrefix(configuration.prefix); + } +} +``` + +Prefix **Configuration**: +``` +public class JavaPrefixConfiguration { + + String prefix; + + public void setPrefix(String prefix) { + this.prefix = prefix; + } +} +``` + +Prefix **Register**: +``` +@AutoService(ExternalTransformRegistrar.class) +public class JavaPrefixRegistrar implements ExternalTransformRegistrar { + +final String URN = "my.beam.transform.javaprefix"; + +@Override +public Map> knownBuilderInstances() { +return ImmutableMap.of(URN,new JavaPrefixBuilder()); + } +} +``` +{{end}} \ No newline at end of file diff --git a/learning/tour-of-beam/learning-content/cross-language/multi-pipeline/java-example/Task.java b/learning/tour-of-beam/learning-content/cross-language/multi-pipeline/java-example/Task.java new file mode 100644 index 0000000000000..aef8f189abc5a --- /dev/null +++ b/learning/tour-of-beam/learning-content/cross-language/multi-pipeline/java-example/Task.java @@ -0,0 +1,135 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// beam-playground: +// name: multi-pipeline +// description: Multi pipeline example. +// multifile: false +// context_line: 33 +// categories: +// - Quickstart +// complexity: ADVANCED +// never_run: true +// tags: +// - hellobeam + +public class Task { + public static final String TOKENIZER_PATTERN = "[^\\p{L}]+"; + + // Extract the words and create the rows for counting. + static class ExtractWordsFn extends DoFn { + public static final Schema SCHEMA = + Schema.of( + Schema.Field.of("word", Schema.FieldType.STRING), + Schema.Field.of("count", Schema.FieldType.INT32)); + private final Counter emptyLines = Metrics.counter(ExtractWordsFn.class, "emptyLines"); + private final Distribution lineLenDist = + Metrics.distribution(ExtractWordsFn.class, "lineLenDistro"); + + @ProcessElement + public void processElement(@Element String element, OutputReceiver receiver) { + lineLenDist.update(element.length()); + if (element.trim().isEmpty()) { + emptyLines.inc(); + } + + // Split the line into words. + String[] words = element.split(TOKENIZER_PATTERN, -1); + + // Output each word encountered into the output PCollection. + for (String word : words) { + if (!word.isEmpty()) { + receiver.output( + Row.withSchema(SCHEMA) + .withFieldValue("word", word) + .withFieldValue("count", 1) + .build()); + } + } + } + } + + /** + * A SimpleFunction that converts a counted row into a printable string. + */ + public static class FormatAsTextFn extends SimpleFunction { + @Override + public String apply(Row input) { + return input.getString("word") + ": " + input.getInt32("count"); + } + } + + /** + * Options supported by {@link PythonDataframeWordCount}. + */ + public interface WordCountOptions extends PipelineOptions { + + /** + * By default, this example reads from a public dataset containing the text of King Lear. Set + * this option to choose a different input file or glob. + */ + @Description("Path of the file to read from") + @Default.String("gs://apache-beam-samples/shakespeare/kinglear.txt") + String getInputFile(); + + void setInputFile(String value); + + /** + * Set this required option to specify where to write the output. + */ + @Description("Path of the file to write to") + @Required + String getOutput(); + + void setOutput(String value); + + /** + * Set this option to specify Python expansion service URL. + */ + @Description("URL of Python expansion service") + String getExpansionService(); + + void setExpansionService(String value); + } + + static void runWordCount(WordCountOptions options) { + options.setOutput("input.txt"); + Pipeline p = Pipeline.create(options); + + p.apply("ReadLines", TextIO.read().from(options.getInputFile())) + .apply(ParDo.of(new ExtractWordsFn())) + .setRowSchema(ExtractWordsFn.SCHEMA) + .apply( + PythonExternalTransform., PCollection>from( + "apache_beam.dataframe.transforms.DataframeTransform", + options.getExpansionService()) + .withKwarg("func", PythonCallableSource.of("lambda df: df.groupby('word').sum()")) + .withKwarg("include_indexes", true)) + .apply(MapElements.via(new FormatAsTextFn())) + .apply("WriteCounts", TextIO.write().to(options.getOutput())); + + p.run().waitUntilFinish(); + } + + public static void main(String[] args) { + WordCountOptions options = + PipelineOptionsFactory.fromArgs(args).withValidation().as(WordCountOptions.class); + + runWordCount(options); + } +} \ No newline at end of file diff --git a/learning/tour-of-beam/learning-content/cross-language/multi-pipeline/python-example/input.txt b/learning/tour-of-beam/learning-content/cross-language/multi-pipeline/python-example/input.txt new file mode 100644 index 0000000000000..d8f56193d0abf --- /dev/null +++ b/learning/tour-of-beam/learning-content/cross-language/multi-pipeline/python-example/input.txt @@ -0,0 +1,24 @@ + + +aaa +aaa +bbb +bbb +ccc +ccc +ddd +eee +fff +jjj \ No newline at end of file diff --git a/learning/tour-of-beam/learning-content/cross-language/multi-pipeline/python-example/output.log b/learning/tour-of-beam/learning-content/cross-language/multi-pipeline/python-example/output.log new file mode 100644 index 0000000000000..ef7704cb0c90d --- /dev/null +++ b/learning/tour-of-beam/learning-content/cross-language/multi-pipeline/python-example/output.log @@ -0,0 +1,21 @@ + + +aaa:2 +bbb:2 +ccc:2 +ddd:1 +jjj:1 +fff:1 +eee:1 \ No newline at end of file diff --git a/learning/tour-of-beam/learning-content/cross-language/multi-pipeline/python-example/task.py b/learning/tour-of-beam/learning-content/cross-language/multi-pipeline/python-example/task.py new file mode 100644 index 0000000000000..00edd12850d11 --- /dev/null +++ b/learning/tour-of-beam/learning-content/cross-language/multi-pipeline/python-example/task.py @@ -0,0 +1,96 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# beam-playground: +# name: multi-pipeline +# description: Multi pipeline example. +# multifile: false +# context_line: 35 +# categories: +# - Quickstart +# complexity: ADVANCED +# never_run: true +# tags: +# - hellobeam + +import logging +import re +import typing + +import apache_beam as beam +from apache_beam.io import ReadFromText +from apache_beam.io import WriteToText +from apache_beam.transforms.external import ImplicitSchemaPayloadBuilder +from apache_beam.options.pipeline_options import PipelineOptions + + +class WordExtractingDoFn(beam.DoFn): + """Parse each line of input text into words.""" + def process(self, element): + """Returns an iterator over the words of this element. + The element is a line of text. If the line is blank, note that, too. + Args: + element: the element being processed + Returns: + The processed element. + """ + return re.findall(r'[\w\']+', element, re.UNICODE) + + +def run(input_path, output_path, pipeline_args): + pipeline_options = PipelineOptions(pipeline_args) + + with beam.Pipeline(options=pipeline_options) as p: + lines = p | 'Read' >> ReadFromText(input_path).with_output_types(str) + words = lines | 'Split' >> (beam.ParDo(WordExtractingDoFn()).with_output_types(str)) + + java_output = (words + | 'JavaCount' >> beam.ExternalTransform( + 'my.beam.transform.javacount', + None, + "localhost:12345")) + + def format(kv): + key, value = kv + return '%s:%s' % (key, value) + + output = java_output | 'Format' >> beam.Map(format) + output | 'Write' >> WriteToText(output_path) + + +if __name__ == '__main__': + logging.getLogger().setLevel(logging.INFO) + import argparse + + parser = argparse.ArgumentParser() + parser.add_argument( + '--input', + dest='input', + default='input.txt', + required=True, + help='Input file') + parser.add_argument( + '--output', + dest='output', + default='output.txt', + required=True, + help='Output file') + known_args, pipeline_args = parser.parse_known_args() + + run( + known_args.input, + known_args.output, + pipeline_args) diff --git a/learning/tour-of-beam/learning-content/cross-language/multi-pipeline/unit-info.yaml b/learning/tour-of-beam/learning-content/cross-language/multi-pipeline/unit-info.yaml new file mode 100644 index 0000000000000..f86b7d7d18a04 --- /dev/null +++ b/learning/tour-of-beam/learning-content/cross-language/multi-pipeline/unit-info.yaml @@ -0,0 +1,28 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. +# + +sdk: + - Java + - Python +id: multi-pipeline +name: Multi pipeline +complexity: ADVANCED +taskName: multi-pipeline + + diff --git a/learning/tour-of-beam/learning-content/cross-language/sql-transform/description.md b/learning/tour-of-beam/learning-content/cross-language/sql-transform/description.md new file mode 100644 index 0000000000000..3109518bf2b7c --- /dev/null +++ b/learning/tour-of-beam/learning-content/cross-language/sql-transform/description.md @@ -0,0 +1,128 @@ + + +### Sql transform + +In Apache Beam, you can use **SQL** transforms to query and manipulate your data within the pipeline using SQL-like syntax. This is particularly useful if you're already familiar with SQL and want to leverage that knowledge while processing data in your Apache Beam pipeline. + +Apache Beam **SQL** is built on top of Calcite, an open-source SQL parser, and optimizer framework. + +To use **SQL** transforms in Apache Beam, you'll need to perform the following steps: + +* Create a `PCollection` of rows. Apache Beam performs SQL operations on `PCollection` objects. You'll need to convert your data into a `PCollection` of rows, which requires defining a schema that describes the structure of your data. + +* Apply the SQL transform. Once you have your `PCollection`, you can apply a SQL transform using the `SqlTransform.query()` method. You'll need to provide the SQL query you want to execute on your data. + +{{if (eq .Sdk "java")}} +Add the necessary dependencies to your project. For Java, you'll need to include the `beam-sdks-java-extensions-sql` dependency in your build configuration. + +``` +import org.apache.beam.sdk.extensions.sql.SqlTransform; +import org.apache.beam.sdk.schemas.Schema; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.Row; + +// Define the schema for your data +Schema schema = Schema.builder() + .addField("id", Schema.FieldType.INT32) + .addField("name", Schema.FieldType.STRING) + .build(); + +// Assume input is a PCollection with the above schema +PCollection input = pipeline.apply(Create.of( + Row.withSchema(schema).addValues(1, "Josh").build(), + Row.withSchema(schema).addValues(103, "Anna").build() + ).withRowSchema(schema)); + + +// Apply the SQL transform +PCollection result = input.apply( + SqlTransform.query("SELECT id, name FROM PCOLLECTION WHERE id > 100")); +``` +{{end}} + +{{if (eq .Sdk "python")}} +``` +import apache_beam as beam +from apache_beam.transforms.sql import SqlTransform + +# Define a sample input data as a list of dictionaries +input_data = [ + {'id': 1, 'name': 'Alice'}, + {'id': 2, 'name': 'Bob'}, + {'id': 101, 'name': 'Carol'}, + {'id': 102, 'name': 'David'}, +] + +# Create a pipeline +with beam.Pipeline() as p: + # Read input data and convert it to a PCollection of Rows + input_rows = ( + p | 'Create input data' >> beam.Create(input_data) + | 'Convert to Rows' >> beam.Map(lambda x: beam.Row(id=int(x['id']), name=str(x['name']))) + ) + + # Apply the SQL transform + filtered_rows = input_rows | SqlTransform("SELECT id, name FROM PCOLLECTION WHERE id > 100") + + # Print the results + filtered_rows | 'Print results' >> beam.Map(print) +``` +{{end}} + +### Playground exercise + +{{if (eq .Sdk "java")}} +You can use your own classes instead of `Schema`. Here we have created several customer. And we make a query using `SqlTransform` transformation: +``` +@DefaultSchema(JavaBeanSchema.class) +public class Customer implements Serializable { + private int id; + private String name; + private String countryOfResidence; + + public Customer(int id, String name, String countryOfResidence) { + this.id = id; + this.name = name; + this.countryOfResidence = countryOfResidence; + } +} + +PCollection customers = pipeline.apply(Create.of( + new Customer(1, "Foo", "Wonderland"), + new Customer(2, "Bar", "Super Kingdom"), + new Customer(3, "Baz", "Wonderland"), + new Customer(4, "Grault", "Wonderland"), + new Customer(5, "Qux", "Super Kingdom"))); + +PCollection customersFromWonderland = + customers.apply( + SqlTransform.query( + "SELECT id, name " + + " FROM PCOLLECTION " + + " WHERE countryOfResidence = 'Wonderland'")); +``` +{{end}} + +{{if (eq .Sdk "python")}} +You can use your `typing.NamedTuple` instead of `beam.Row`: +``` +Purchase = typing.NamedTuple('Purchase', + [('item_name', unicode), ('price', float)]) +coders.registry.register_coder(Purchase, coders.RowCoder) +with Pipeline() as p: + purchases = (p | beam.io... + | beam.Map(..).with_output_types(Purchase)) +``` +{{end}} \ No newline at end of file diff --git a/learning/tour-of-beam/learning-content/cross-language/sql-transform/java-example/Task.java b/learning/tour-of-beam/learning-content/cross-language/sql-transform/java-example/Task.java new file mode 100644 index 0000000000000..75a6dd033f180 --- /dev/null +++ b/learning/tour-of-beam/learning-content/cross-language/sql-transform/java-example/Task.java @@ -0,0 +1,89 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// beam-playground: +// name: sql-transform +// description: Sql transform +// multifile: false +// context_line: 33 +// categories: +// - Quickstart +// complexity: ADVANCED +// tags: +// - hellobeam + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.extensions.sql.SqlTransform; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.schemas.Schema; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.Row; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +public class Task { + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.create(); + + // Create the Pipeline object with the options we defined above + Pipeline pipeline = Pipeline.create(options); + + Schema schema = Schema.builder() + .addField("id", Schema.FieldType.INT32) + .addField("name", Schema.FieldType.STRING) + .build(); + + PCollection input = pipeline.apply(Create.of( + Row.withSchema(schema).addValues(1, "Josh").build(), + Row.withSchema(schema).addValues(103, "Anna").build() + ).withRowSchema(schema)); + + PCollection result = input + .apply(SqlTransform.query("SELECT id, name FROM PCOLLECTION where id > 100")); + + result.apply(ParDo.of(new LogOutput<>("Sql result"))); + + pipeline.run().waitUntilFinish(); + + } + + static class LogOutput extends DoFn { + + private static final Logger LOG = LoggerFactory.getLogger(LogOutput.class); + + private final String prefix; + + public LogOutput() { + this.prefix = "Processing element"; + } + + LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + ": {}", c.element()); + c.output(c.element()); + } + } +} \ No newline at end of file diff --git a/learning/tour-of-beam/learning-content/cross-language/sql-transform/java-example/output.log b/learning/tour-of-beam/learning-content/cross-language/sql-transform/java-example/output.log new file mode 100644 index 0000000000000..247de1073f759 --- /dev/null +++ b/learning/tour-of-beam/learning-content/cross-language/sql-transform/java-example/output.log @@ -0,0 +1,17 @@ + + +Sql result: Row: +id:103 +name:Anna \ No newline at end of file diff --git a/learning/tour-of-beam/learning-content/cross-language/sql-transform/python-example/output.log b/learning/tour-of-beam/learning-content/cross-language/sql-transform/python-example/output.log new file mode 100644 index 0000000000000..94683beb1d1a8 --- /dev/null +++ b/learning/tour-of-beam/learning-content/cross-language/sql-transform/python-example/output.log @@ -0,0 +1,17 @@ + + + +id=101, name='Carol' +id=102, name='David' \ No newline at end of file diff --git a/learning/tour-of-beam/learning-content/cross-language/sql-transform/python-example/task.py b/learning/tour-of-beam/learning-content/cross-language/sql-transform/python-example/task.py new file mode 100644 index 0000000000000..a65108d75d495 --- /dev/null +++ b/learning/tour-of-beam/learning-content/cross-language/sql-transform/python-example/task.py @@ -0,0 +1,53 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# beam-playground: +# name: sql-transform +# description: Sql transform +# multifile: false +# context_line: 35 +# categories: +# - Quickstart +# complexity: BASIC +# never_run: true +# tags: +# - hellobeam + +import apache_beam as beam +from apache_beam.transforms.sql import SqlTransform + +# Define a sample input data as a list of dictionaries +input_data = [ + {'id': 1, 'name': 'Alice'}, + {'id': 2, 'name': 'Bob'}, + {'id': 101, 'name': 'Carol'}, + {'id': 102, 'name': 'David'}, +] + +# Create a pipeline +with beam.Pipeline() as pipeline: + # Read input data and convert it to a PCollection of Rows + input_rows = ( + pipeline + | 'Create input data' >> beam.Create(input_data) + | 'Convert to Rows' >> beam.Map(lambda x: beam.Row(id=int(x['id']), name=str(x['name']))) + ) + + # Apply the SQL transform + filtered_rows = input_rows | SqlTransform("SELECT id, name FROM PCOLLECTION WHERE id > 100") + + # Print the results + filtered_rows | 'Print results' >> beam.Map(print) diff --git a/learning/tour-of-beam/learning-content/cross-language/sql-transform/unit-info.yaml b/learning/tour-of-beam/learning-content/cross-language/sql-transform/unit-info.yaml new file mode 100644 index 0000000000000..85d5d321bb237 --- /dev/null +++ b/learning/tour-of-beam/learning-content/cross-language/sql-transform/unit-info.yaml @@ -0,0 +1,26 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. +# + +sdk: + - Java + - Python +id: sql-transform +name: Sql transform +complexity: ADVANCED +taskName: sql-transform diff --git a/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/description.md b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/description.md new file mode 100644 index 0000000000000..aa3978bb27eaa --- /dev/null +++ b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/description.md @@ -0,0 +1,27 @@ + +### Final challenge 1 + +You’re given a csv file with purchase transactions. Write a Beam pipeline to prepare a report every 30 seconds. The report needs to be created only for transactions where quantity is more than 20. + +Report should consist of two files named "**price_more_than_10.txt**" and "**price_less_than_10.txt**": + +* Total transactions amount grouped by **ProductNo** for products with **price** greater than 10 +* Total transactions amount grouped by **ProductNo** for products with **price** less than 10 + +Example rows from input file: + +| TransactionNo | Date | ProductNo | ProductName | Price | Quantity | CustomerNo | Country | +|---------------|-----------|-----------|-------------------------------------|-------|----------|------------|----------------| +| 581482 | 12/9/2019 | 22485 | Set Of 2 Wooden Market Crates | 21 | 47 | 17490 | United Kingdom | +| 581475 | 12/9/2019 | 22596 | Christmas Star Wish List Chalkboard | 10.65 | 36 | 13069 | United Kingdom | +| 581475 | 12/9/2019 | 23235 | Storage Tin Vintage Leaf | 11.53 | 12 | 13069 | United Kingdom | \ No newline at end of file diff --git a/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/go-challenge/input.csv b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/go-challenge/input.csv new file mode 100644 index 0000000000000..85854a2d43584 --- /dev/null +++ b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/go-challenge/input.csv @@ -0,0 +1,1500 @@ +TransactionNo,Date,ProductNo,ProductName,Price,Quantity,CustomerNo,Country +581482,12/9/2019,22485,Set Of 2 Wooden Market Crates,21.47,12,17490,United Kingdom +581475,12/9/2019,22596,Christmas Star Wish List Chalkboard,10.65,36,13069,United Ki +581475,12/9/2019,23235,Storage Tin Vintage Leaf,11.53,12,13069,United Kingdom +581475,12/9/2019,23272,Tree T-Light Holder Willie Winkie,10.65,12,13069,United King +581475,12/9/2019,23239,Set Of 4 Knick Knack Tins Poppies,11.94,6,13069,United Kingd +581475,12/9/2019,21705,Bag 500g Swirly Marbles,10.65,24,13069,United Kingdom +581475,12/9/2019,22118,Joy Wooden Block Letters,11.53,18,13069,United Kingdom +581475,12/9/2019,22119,Peace Wooden Block Letters,12.25,12,13069,United Kingdom +581475,12/9/2019,22217,T-Light Holder Hanging Lace,10.65,12,13069,United Kingdom +581475,12/9/2019,22216,T-Light Holder White Lace,10.55,24,13069,United Kingdom +581475,12/9/2019,22380,Toy Tidy Spaceboy,11.06,20,13069,United Kingdom +581475,12/9/2019,22442,Grow Your Own Flowers Set Of 3,12.25,12,13069,United Kingdom +581475,12/9/2019,22664,Toy Tidy Dolly Girl Design,11.06,20,13069,United Kingdom +581475,12/9/2019,22721,Set Of 3 Cake Tins Sketchbook,12.25,12,13069,United Kingdom +581475,12/9/2019,22723,Set Of 6 Herb Tins Sketchbook,11.53,12,13069,United Kingdom +581475,12/9/2019,22785,Squarecushion Cover Pink Union Jack,11.53,12,13069,United Ki +581475,12/9/2019,22955,36 Foil Star Cake Cases,11.06,24,13069,United Kingdom +581475,12/9/2019,23141,Triple Wire Hook Pink Heart,11.06,12,13069,United Kingdom +581475,12/9/2019,22956,36 Foil Heart Cake Cases,11.06,24,13069,United Kingdom +581475,12/9/2019,22581,Wood Stocking Christmas Scandispot,10.55,48,13069,United Kin +581476,12/9/2019,23198,Pantry Magnetic Shopping List,11.53,48,12433,Norway +581476,12/9/2019,23197,Sketchbook Magnetic Shopping List,11.74,24,12433,Norway +581476,12/9/2019,23184,Bull Dog Bottle Opener,15.32,8,12433,Norway +581476,12/9/2019,23168,Classic Cafe Sugar Dispenser,11.53,12,12433,Norway +581476,12/9/2019,23167,Small Ceramic Top Storage Jar,10.96,96,12433,Norway +581476,12/9/2019,23166,Medium Ceramic Top Storage Jar,11.32,48,12433,Norway +581476,12/9/2019,23165,Large Ceramic Top Storage Jar,11.74,48,12433,Norway +581476,12/9/2019,23004,Travel Card Wallet Pantry,10.68,48,12433,Norway +581476,12/9/2019,23002,Travel Card Wallet Skulls,10.68,24,12433,Norway +581476,12/9/2019,23000,Travel Card Wallet Transport,10.68,24,12433,Norway +581476,12/9/2019,22998,Travel Card Wallet Keep Calm,10.68,72,12433,Norway +581476,12/9/2019,22994,Travel Card Wallet Retrospot,10.68,48,12433,Norway +581476,12/9/2019,22835,Hot Water Bottle I Am So Poorly,15.32,8,12433,Norway +581476,12/9/2019,22730,Alarm Clock Bakelike Ivory,14.09,4,12433,Norway +581476,12/9/2019,22728,Alarm Clock Bakelike Pink,14.09,8,12433,Norway +581476,12/9/2019,22727,Alarm Clock Bakelike Red,14.09,8,12433,Norway +581476,12/9/2019,22726,Alarm Clock Bakelike Green,14.09,4,12433,Norway +581476,12/9/2019,22720,Set Of 3 Cake Tins Pantry Design,14.61,16,12433,Norway +581476,12/9/2019,22693,Grow A Flytrap Or Sunflower In Tin,11.34,192,12433,Norway +581476,12/9/2019,22670,French Wc Sign Blue Metal,11.53,24,12433,Norway +581476,12/9/2019,22667,Recipe Box Retrospot,12.86,24,12433,Norway +581476,12/9/2019,22666,Recipe Box Pantry Yellow Design,12.86,24,12433,Norway +581476,12/9/2019,22631,Circus Parade Lunch Box,12.25,12,12433,Norway +581476,12/9/2019,22628,Picnic Boxes Set Of 3 Retrospot,15.32,16,12433,Norway +581476,12/9/2019,22467,Gumball Coat Rack,12.86,6,12433,Norway +581476,12/9/2019,22197,Popcorn Holder,10.99,100,12433,Norway +581476,12/9/2019,22114,Hot Water Bottle Tea And Sympathy,14.61,8,12433,Norway +581476,12/9/2019,22112,Chocolate Hot Water Bottle,15.32,9,12433,Norway +581476,12/9/2019,21908,Chocolate This Way Metal Sign,12.40,36,12433,Norway +581476,12/9/2019,21874,Gin And Tonic Mug,11.74,36,12433,Norway +581476,12/9/2019,21872,Glamorous Mug,11.53,12,12433,Norway +581476,12/9/2019,21871,Save The Planet Mug,11.74,36,12433,Norway +581476,12/9/2019,21533,Retrospot Large Milk Jug,15.32,6,12433,Norway +581476,12/9/2019,21481,Fawn Blue Hot Water Bottle,14.09,12,12433,Norway +581476,12/9/2019,21479,White Skull Hot Water Bottle,14.61,4,12433,Norway +581476,12/9/2019,21248,Door Hanger Mum + Dads Room,11.74,12,12433,Norway +581476,12/9/2019,21216,Set 3 Retrospot Tea/Coffee/Sugar,14.61,24,12433,Norway +581476,12/9/2019,21181,Please One Person Metal Sign,12.15,48,12433,Norway +581476,12/9/2019,21175,Gin And Tonic Diet Metal Sign,12.38,48,12433,Norway +581476,12/9/2019,21169,You're Confusing Me Metal Sign,11.74,48,12433,Norway +581476,12/9/2019,21162,Toxic Area Door Hanger,10.65,24,12433,Norway +581476,12/9/2019,21159,Moody Boy Door Hanger,10.65,24,12433,Norway +581476,12/9/2019,21158,Moody Girl Door Hanger,10.65,24,12433,Norway +581476,12/9/2019,21154,Red Retrospot Oven Glove,11.53,10,12433,Norway +581476,12/9/2019,16016,Large Chinese Style Scissor,11.12,40,12433,Norway +581476,12/9/2019,16014,Small Chinese Style Scissor,10.68,60,12433,Norway +581476,12/9/2019,16008,Small Folding Scissor(Pointed Edge),10.37,240,12433,Norway +581476,12/9/2019,85152,Hand Over The Chocolate Sign,12.15,48,12433,Norway +581476,12/9/2019,84596F,Small Marshmallows Pink Bowl,10.68,32,12433,Norway +581476,12/9/2019,84596B,Small Dolly Mix Design Orange Bowl,10.68,16,12433,Norway +581476,12/9/2019,84510A,Set Of 4 English Rose Coasters,11.53,20,12433,Norway +581476,12/9/2019,82600,N0 Singing Metal Sign,12.15,48,12433,Norway +581476,12/9/2019,82581,Toilet Metal Sign,10.81,48,12433,Norway +581476,12/9/2019,72232,Feng Shui Pillar Candle,10.44,144,12433,Norway +581476,12/9/2019,47559B,Tea Time Oven Glove,11.53,10,12433,Norway +581476,12/9/2019,47504H,English Rose Spirit Level,11.06,36,12433,Norway +581476,12/9/2019,23493,Vintage Doily Travel Sewing Kit,12.25,30,12433,Norway +581476,12/9/2019,23430,Blue Retro Kitchen Wall Clock,18.60,2,12433,Norway +581476,12/9/2019,23429,Red Retro Kitchen Wall Clock,18.60,2,12433,Norway +581476,12/9/2019,23428,Ivory Retro Kitchen Wall Clock,18.60,2,12433,Norway +581476,12/9/2019,23358,Hot Stuff Hot Water Bottle,11.53,18,12433,Norway +581476,12/9/2019,23293,Set Of 12 Fairy Cake Baking Cases,11.10,32,12433,Norway +581476,12/9/2019,23243,Set Of Tea Coffee Sugar Tins Pantry,15.32,12,12433,Norway +581476,12/9/2019,23240,Set Of 4 Knick Knack Tins Doily,14.50,6,12433,Norway +581477,12/9/2019,48111,Doormat 3 Smiley Cats,17.51,10,13426,United Kingdom +581477,12/9/2019,22464,Hanging Metal Heart Lantern,11.06,12,13426,United Kingdom +581477,12/9/2019,20982,12 Pencils Tall Tube Skulls,11.12,12,13426,United Kingdom +581477,12/9/2019,20981,12 Pencils Tall Tube Woodland,11.12,12,13426,United Kingdom +581477,12/9/2019,23424,Gingham Recipe Book Box,15.32,8,13426,United Kingdom +581477,12/9/2019,23338,Egg Frying Pan Red,12.15,48,13426,United Kingdom +581477,12/9/2019,84970L,Single Heart Zinc T-Light Holder,11.53,12,13426,United King +581477,12/9/2019,22457,Natural Slate Heart Chalkboard,13.27,6,13426,United Kingdom +581477,12/9/2019,22469,Heart Of Wicker Small,11.94,12,13426,United Kingdom +581477,12/9/2019,22909,Set Of 20 Vintage Christmas Napkins,11.12,12,13426,United Ki +581478,12/9/2019,84947,Antique Silver Tea Glass Engraved,11.53,24,17364,United King +581478,12/9/2019,23503,Playing Cards Keep Calm & Carry On,11.53,12,17364,United Kin +581478,12/9/2019,23445,Ice Cream Bubbles,11.10,20,17364,United Kingdom +581478,12/9/2019,23530,Wall Art Only One Person,15.32,12,17364,United Kingdom +581478,12/9/2019,84997C,Childrens Cutlery Polkadot Blue,14.50,4,17364,United Kingdo +581478,12/9/2019,84997D,Childrens Cutlery Polkadot Pink,14.50,4,17364,United Kingdo +581478,12/9/2019,84077,World War 2 Gliders Asstd Designs,10.55,48,17364,United King +581478,12/9/2019,22749,Feltcraft Princess Charlotte Doll,14.09,4,17364,United Kingd +581478,12/9/2019,23127,Feltcraft Girl Nicole Kit,15.32,4,17364,United Kingdom +581478,12/9/2019,23126,Feltcraft Girl Amelie Kit,15.32,4,17364,United Kingdom +581478,12/9/2019,22747,Poppy's Playhouse Bathroom,12.40,6,17364,United Kingdom +581478,12/9/2019,22078,Ribbon Reel Lace Design,12.40,10,17364,United Kingdom +581478,12/9/2019,84946,Antique Silver T-Light Glass,11.53,12,17364,United Kingdom +581478,12/9/2019,22791,T-Light Glass Fluted Antique,11.53,12,17364,United Kingdom +581478,12/9/2019,21326,Aged Glass Silver T-Light Holder,10.92,12,17364,United Kingd +581478,12/9/2019,22170,Picture Frame Wood Triple Portrait,17.17,8,17364,United King +581478,12/9/2019,23082,Set 6 Paper Table Lantern Hearts,14.09,6,17364,United Kingdo +581478,12/9/2019,22909,Set Of 20 Vintage Christmas Napkins,11.12,24,17364,United Ki +581479,12/9/2019,22087,Paper Bunting White Lace,13.27,10,17364,United Kingdom +581480,12/9/2019,23464,Vintage Zinc Watering Can Small,15.32,4,14441,United Kingdom +581480,12/9/2019,22411,Jumbo Shopper Vintage Red Paisley,12.38,10,14441,United King +581480,12/9/2019,84029E,Red Woolly Hottie White Heart,14.61,8,14441,United Kingdom +581480,12/9/2019,22633,Hand Warmer Union Jack,12.40,12,14441,United Kingdom +581480,12/9/2019,23355,Hot Water Bottle Keep Calm,15.32,12,14441,United Kingdom +581480,12/9/2019,84029G,Knitted Union Flag Hot Water Bottle,14.61,12,14441,United K +581480,12/9/2019,22112,Chocolate Hot Water Bottle,15.32,6,14441,United Kingdom +581480,12/9/2019,84347,Rotating Silver Angels T-Light Hldr,12.86,18,14441,United Ki +581481,12/9/2019,21115,Rose Caravan Doorstop,12.25,8,17490,United Kingdom 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Bowl,6.19,6,15492,United Kingdom +581492,12/9/2019,22712,Card Dolly Girl,6.19,1,15492,United Kingdom +581492,12/9/2019,22713,Card I Love London,6.19,1,15492,United Kingdom +581492,12/9/2019,22714,Card Birthday Cowboy,6.19,2,15492,United Kingdom +581492,12/9/2019,22716,Card Circus Parade,6.19,3,15492,United Kingdom +581492,12/9/2019,22717,Card Dog And Ball,6.19,1,15492,United Kingdom +581492,12/9/2019,22720,Set Of 3 Cake Tins Pantry Design,6.19,2,15492,United Kingdom +581492,12/9/2019,22725,Alarm Clock Bakelike Chocolate,6.19,1,15492,United Kingdom +581492,12/9/2019,22726,Alarm Clock Bakelike Green,6.19,4,15492,United Kingdom +581492,12/9/2019,22727,Alarm Clock Bakelike Red,6.19,4,15492,United Kingdom +581492,12/9/2019,22730,Alarm Clock Bakelike Ivory,6.19,1,15492,United Kingdom +581492,12/9/2019,22741,Funky Diva Pen,6.19,4,15492,United Kingdom +581492,12/9/2019,22745,Poppy's Playhouse Bedroom,6.19,2,15492,United Kingdom +581492,12/9/2019,22748,Poppy's Playhouse Kitchen,6.19,1,15492,United Kingdom +581492,12/9/2019,22749,Feltcraft Princess Charlotte Doll,6.19,1,15492,United Kingdo +581492,12/9/2019,22751,Feltcraft Princess Olivia Doll,6.19,2,15492,United Kingdom +581492,12/9/2019,22753,Small Yellow Babushka Notebook,6.19,1,15492,United Kingdom +581492,12/9/2019,22754,Small Red Babushka Notebook,6.19,1,15492,United Kingdom +581492,12/9/2019,22757,Large Red Babushka Notebook,6.19,3,15492,United Kingdom +581492,12/9/2019,22758,Large Purple Babushka Notebook,6.19,2,15492,United Kingdom +581492,12/9/2019,22763,Key Cabinet Ma Campagne,6.19,1,15492,United Kingdom +581492,12/9/2019,22768,Family Photo Frame Cornice,6.19,2,15492,United Kingdom +581492,12/9/2019,22776,Sweetheart 3 Tier Cake Stand,6.19,1,15492,United Kingdom +581492,12/9/2019,22795,Sweetheart Recipe Book Stand,6.19,1,15492,United Kingdom +581492,12/9/2019,22798,Antique Glass Dressing Table Pot,6.19,3,15492,United Kingdom +581492,12/9/2019,22800,Antique Tall Swirlglass Trinket 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Scales,6.19,2,16626,United Kingdom +581567,12/9/2019,22627,Mint Kitchen Scales,6.19,2,16626,United Kingdom +581567,12/9/2019,22625,Red Kitchen Scales,6.19,2,16626,United Kingdom +581567,12/9/2019,23355,Hot Water Bottle Keep Calm,6.19,4,16626,United Kingdom +581567,12/9/2019,21326,Aged Glass Silver T-Light Holder,6.19,144,16626,United Kingd +581567,12/9/2019,21479,White Skull Hot Water Bottle,6.19,4,16626,United Kingdom +581567,12/9/2019,23356,Love Hot Water Bottle,6.19,3,16626,United Kingdom +581567,12/9/2019,21137,Black Record Cover Frame,6.19,24,16626,United Kingdom +581570,12/9/2019,22141,Christmas Craft Tree Top Angel,6.19,6,12662,Germany +581570,12/9/2019,22175,Pink Owl Soft Toy,6.19,6,12662,Germany +581570,12/9/2019,21481,Fawn Blue Hot Water Bottle,6.19,4,12662,Germany +581570,12/9/2019,23570,Traditional Pick Up Sticks Game,6.19,12,12662,Germany +581570,12/9/2019,22326,Round Snack Boxes Set Of4 Woodland,6.19,6,12662,Germany +581570,12/9/2019,22331,Woodland Party Bag + Sticker Set,6.19,8,12662,Germany +581570,12/9/2019,22834,Hand Warmer Babushka Design,6.19,12,12662,Germany +581570,12/9/2019,21914,Blue Harmonica In Box,6.19,12,12662,Germany +581570,12/9/2019,22139,Retrospot Tea Set Ceramic 11 Pc,6.19,3,12662,Germany +581570,12/9/2019,23077,Doughnut Lip Gloss,6.19,20,12662,Germany +581570,12/9/2019,20750,Red Retrospot Mini Cases,6.19,2,12662,Germany +581570,12/9/2019,22505,Memo Board Cottage Design,6.19,4,12662,Germany +581571,12/9/2019,23326,Hanging Mini Coloured Bottles,6.19,6,15311,United Kingdom +581571,12/9/2019,21313,Glass Heart T-Light Holder,6.19,1,15311,United Kingdom +581571,12/9/2019,48187,Doormat New England,6.19,1,15311,United Kingdom +581571,12/9/2019,23317,Blue Refectory Clock,6.19,1,15311,United Kingdom +581571,12/9/2019,23197,Sketchbook Magnetic Shopping List,6.19,4,15311,United Kingdo +581571,12/9/2019,21012,Antique All Glass Candlestick,6.19,2,15311,United Kingdom +581571,12/9/2019,22227,Hanging Heart Mirror Decoration,6.19,10,15311,United 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See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// beam-playground: +// name: FinalChallenge1 +// description: Final challenge 1. +// multifile: true +// files: +// - name: input.csv +// context_line: 54 +// categories: +// - Quickstart +// complexity: ADVANCED +// tags: +// - hellobeam + +package main + +import ( + "context" + "github.com/apache/beam/sdks/v2/go/pkg/beam" + "github.com/apache/beam/sdks/v2/go/pkg/beam/io/textio" + "github.com/apache/beam/sdks/v2/go/pkg/beam/x/beamx" + "log" +) + +type Transaction struct { + ID int64 + Date string + ProductID string + ProductName string + Price float64 + Quantity int64 + CustomerID int64 + Country string +} + +func main() { + beam.Init() + p := beam.NewPipeline() + s := p.Root() + + file := textio.Read(s, "input.csv") + + textio.Write(s, "price_less_than_10.txt", file) + + if err := beamx.Run(context.Background(), p); err != nil { + log.Fatalf("Failed to execute job: %v", err) + } +} diff --git a/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/go-solution/input.csv b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/go-solution/input.csv new file mode 100644 index 0000000000000..85854a2d43584 --- /dev/null +++ b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/go-solution/input.csv @@ -0,0 +1,1500 @@ +TransactionNo,Date,ProductNo,ProductName,Price,Quantity,CustomerNo,Country +581482,12/9/2019,22485,Set Of 2 Wooden Market Crates,21.47,12,17490,United Kingdom +581475,12/9/2019,22596,Christmas Star Wish List Chalkboard,10.65,36,13069,United Ki +581475,12/9/2019,23235,Storage 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Craft Little Birdie,12.38,80995,16446,United Kingdom +581485,12/9/2019,22617,Baking Set Spaceboy Design,15.32,18,17389,United Kingdom +581485,12/9/2019,20749,Assorted Colour Mini Cases,16.76,84,17389,United Kingdom +581486,12/9/2019,22910,Paper Chain Kit Vintage Christmas,13.27,12,17001,United King +581486,12/9/2019,22086,Paper Chain Kit 50'S Christmas,13.27,12,17001,United Kingdom +581486,12/9/2019,23351,Roll Wrap 50'S Christmas,6.19,12,17001,United Kingdom +581486,12/9/2019,23352,Roll Wrap 50'S Red Christmas,6.19,12,17001,United Kingdom +581486,12/9/2019,22727,Alarm Clock Bakelike Red,6.19,8,17001,United Kingdom +581486,12/9/2019,22730,Alarm Clock Bakelike Ivory,6.19,4,17001,United Kingdom +581486,12/9/2019,22491,Pack Of 12 Coloured Pencils,6.04,12,17001,United Kingdom +581486,12/9/2019,22561,Wooden School Colouring Set,6.04,12,17001,United Kingdom +581486,12/9/2019,22489,Pack Of 12 Traditional Crayons,6.04,24,17001,United Kingdom +581486,12/9/2019,22560,Traditional Modelling Clay,6.04,24,17001,United Kingdom +581486,12/9/2019,22139,Retrospot Tea Set Ceramic 11 Pc,6.04,6,17001,United Kingdom +581486,12/9/2019,23344,Jumbo Bag 50'S Christmas,6.19,20,17001,United Kingdom +581486,12/9/2019,23203,Jumbo Bag Vintage Doily,6.19,20,17001,United Kingdom +581486,12/9/2019,85099B,Jumbo Bag Red Retrospot,6.19,10,17001,United Kingdom +581486,12/9/2019,23201,Jumbo Bag Alphabet,6.19,20,17001,United Kingdom +581486,12/9/2019,23207,Lunch Bag Alphabet Design,6.19,10,17001,United Kingdom +581487,12/9/2019,21137,Black Record Cover Frame,6.04,120,15694,United Kingdom +581488,12/9/2019,23118,Parisienne Jewellery Drawer,6.04,16,17428,United Kingdom +581488,12/9/2019,23111,Parisienne Sewing Box,6.04,16,17428,United Kingdom +581488,12/9/2019,22179,Set 10 Night Owl Lights,6.04,24,17428,United Kingdom +581489,12/9/2019,22061,Large Cake Stand Hanging Strawbery,7.24,48,16954,United King +581489,12/9/2019,22182,Cake Stand Victorian Filigree Small,7.24,24,16954,United Kin 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Woodland Mushrooms,6.19,2,15492,United Kingdom +581492,12/9/2019,23493,Vintage Doily Travel Sewing Kit,6.19,3,15492,United Kingdom +581492,12/9/2019,23494,Vintage Doily Deluxe Sewing Kit,6.19,1,15492,United Kingdom +581492,12/9/2019,23495,Set Of 3 Pantry Wooden Spoons,6.19,1,15492,United Kingdom +581492,12/9/2019,23497,Classic Chrome Bicycle Bell,6.19,4,15492,United Kingdom +581492,12/9/2019,23498,Classic Bicycle Clips,6.19,2,15492,United Kingdom +581492,12/9/2019,23501,Key Ring Baseball Boot Union Jack,6.19,3,15492,United Kingdo +581492,12/9/2019,23506,Mini Playing Cards Spaceboy,6.04,1,15492,United Kingdom +581492,12/9/2019,23508,Mini Playing Cards Dolly Girl,6.04,2,15492,United Kingdom +581492,12/9/2019,23510,Mini Playing Cards Gymkhana,6.04,1,15492,United Kingdom +581492,12/9/2019,23521,Wall Art Cat And Bird,6.04,1,15492,United Kingdom +581492,12/9/2019,23526,Wall Art Dog Licence,6.04,4,15492,United Kingdom +581492,12/9/2019,23530,Wall Art Only One Person,6.04,2,15492,United Kingdom +581492,12/9/2019,23534,Wall Art Stop For Tea,6.19,6,15492,United Kingdom +581492,12/9/2019,23535,Wall Art Bicycle Safety,6.19,4,15492,United Kingdom +581492,12/9/2019,23536,Wall Art Village Show,6.19,1,15492,United Kingdom +581492,12/9/2019,23538,Wall Art Vintage Heart,6.19,1,15492,United Kingdom +581492,12/9/2019,23551,Pack Of 12 Paisley Park Tissues,6.19,1,15492,United Kingdom +581492,12/9/2019,23552,Bicycle Puncture Repair Kit,6.19,12,15492,United Kingdom +581492,12/9/2019,23555,Landmark Frame Notting Hill,6.19,1,15492,United Kingdom +581492,12/9/2019,23559,Woodland Bunnies Lolly Makers,6.19,5,15492,United Kingdom +581492,12/9/2019,23561,Set Of 6 Ribbons Party,6.19,1,15492,United Kingdom +581492,12/9/2019,23564,Egg Cup Milkmaid Ingrid,6.19,2,15492,United Kingdom +581492,12/9/2019,23565,Egg Cup Milkmaid Helga,6.19,2,15492,United Kingdom +581492,12/9/2019,23567,Egg Cup Henrietta Hen Pink,6.19,1,15492,United Kingdom +581492,12/9/2019,23569,Tradtional Alphabet Stamp Set,6.19,2,15492,United Kingdom +581492,12/9/2019,23570,Traditional Pick Up Sticks Game,6.19,7,15492,United Kingdom +581492,12/9/2019,23571,Traditional Naughts & Crosses,6.19,2,15492,United Kingdom +581492,12/9/2019,23575,Snack Tray Paisley Park,6.19,3,15492,United Kingdom +581492,12/9/2019,23579,Snack Tray I Love London,6.19,1,15492,United Kingdom +581492,12/9/2019,23611,Set 10 Cards Red Riding Hood 17214,6.19,3,15492,United Kingd +581492,12/9/2019,23616,Set 10 Cards Jingle Bells 17217,6.19,1,15492,United Kingdom +581492,12/9/2019,23621,Set 10 Cards David's Madonna 17074,6.19,3,15492,United Kingd +581492,12/9/2019,23635,Set 10 Cards Christmas Holly 17259,6.19,1,15492,United Kingd +581492,12/9/2019,23644,Set 10 Cards Christmas Tree 16955,6.19,1,15492,United Kingdo +581492,12/9/2019,23660,Henrietta Hen Mug,6.19,1,15492,United Kingdom +581492,12/9/2019,23661,Milk Maids Mug,6.19,1,15492,United Kingdom +581492,12/9/2019,35095A,Blue Victorian Fabric Oval Box,6.19,1,15492,United Kingdom 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Garden Cushion Cover,7.24,6,15492,United Kingdom +581492,12/9/2019,47310M,Small Pop Box Funky Monkey,6.19,1,15492,United Kingdom +581492,12/9/2019,47480,Hanging Photo Clip Rope Ladder,6.19,3,15492,United Kingdom +581492,12/9/2019,47504H,English Rose Spirit Level,7.24,1,15492,United Kingdom +581492,12/9/2019,47559B,Tea Time Oven Glove,7.24,3,15492,United Kingdom +581492,12/9/2019,47563A,Retro Longboard Ironing Board Cover,7.24,2,15492,United Kin +581492,12/9/2019,47566,Party Bunting,7.24,2,15492,United Kingdom +581492,12/9/2019,47590B,Pink Happy Birthday Bunting,7.24,1,15492,United Kingdom +581492,12/9/2019,51014A,Feather Pen Hot Pink,7.24,2,15492,United Kingdom +581492,12/9/2019,51014L,Feather Pen Light Pink,7.24,1,15492,United Kingdom +581492,12/9/2019,71270,Photo Clip Line,7.24,1,15492,United Kingdom +581492,12/9/2019,72349B,Set/6 Purple Butterfly T-Lights,6.39,1,15492,United Kingdom +581492,12/9/2019,72741,Grand Chocolatecandle,7.24,3,15492,United Kingdom +581492,12/9/2019,72800E,4 Ivory Dinner Candles Silver Flock,7.24,3,15492,United Kin +581492,12/9/2019,79321,Chilli Lights,6.19,1,15492,United Kingdom +581492,12/9/2019,82484,Wood Black Board Ant White Finish,6.19,2,15492,United Kingdo +581492,12/9/2019,82567,Airline Lounge Metal Sign,6.19,2,15492,United Kingdom +581492,12/9/2019,82582,Area Patrolled Metal Sign,6.19,1,15492,United Kingdom +581492,12/9/2019,82600,N0 Singing Metal Sign,6.19,1,15492,United Kingdom +581492,12/9/2019,84031A,Charlie+Lola Red Hot Water Bottle,6.19,4,15492,United Kingd +581492,12/9/2019,84077,World War 2 Gliders Asstd Designs,6.19,1,15492,United Kingdo +581492,12/9/2019,84249A,Greeting Card Square Doughnuts,6.19,1,15492,United Kingdom +581492,12/9/2019,84347,Rotating Silver Angels T-Light Hldr,6.19,2,15492,United King +581492,12/9/2019,84375,Set Of 20 Kids Cookie Cutters,6.19,1,15492,United Kingdom +581492,12/9/2019,84378,Set Of 3 Heart Cookie Cutters,6.19,4,15492,United Kingdom +581492,12/9/2019,84519B,Carrot Charlie+Lola Coaster Set,6.19,1,15492,United Kingdom +581492,12/9/2019,84559A,3d Sheet Of Dog Stickers,6.19,2,15492,United Kingdom +581492,12/9/2019,84568,Girls Alphabet Iron On Patches,6.19,31,15492,United Kingdom +581492,12/9/2019,84569D,Pack 6 Heart/Ice-Cream Patches,6.19,1,15492,United Kingdom +581492,12/9/2019,84596B,Small Dolly Mix Design Orange Bowl,6.19,4,15492,United King +581492,12/9/2019,84596F,Small Marshmallows Pink Bowl,6.19,4,15492,United Kingdom +581492,12/9/2019,84598,Boys Alphabet Iron On Patches,6.19,5,15492,United Kingdom +581492,12/9/2019,84692,Box Of 24 Cocktail Parasols,6.19,1,15492,United Kingdom +581492,12/9/2019,84755,Colour Glass T-Light Holder Hanging,6.19,4,15492,United King +581492,12/9/2019,84828,Jungle Popsicles Ice Lolly Moulds,6.19,1,15492,United Kingdo +581492,12/9/2019,84879,Assorted Colour Bird Ornament,6.19,16,15492,United Kingdom +581492,12/9/2019,84923,Pink Butterfly Handbag W Bobbles,6.04,3,15492,United Kingdom +581492,12/9/2019,84946,Antique Silver T-Light Glass,6.04,18,15492,United Kingdom +581492,12/9/2019,84970S,Hanging Heart Zinc T-Light Holder,6.04,3,15492,United Kingd +581492,12/9/2019,84978,Hanging Heart Jar T-Light Holder,6.04,4,15492,United Kingdom +581492,12/9/2019,84991,60 Teatime Fairy Cake Cases,6.04,1,15492,United Kingdom +581492,12/9/2019,84997A,Childrens Cutlery Polkadot Green,6.04,1,15492,United Kingdo +581492,12/9/2019,84997B,Childrens Cutlery Retrospot Red,6.04,1,15492,United Kingdom +581492,12/9/2019,20733,Gold Mini Tape Measure,6.04,3,15492,United Kingdom +581492,12/9/2019,20777,Chrysanthemum Notebook,6.19,2,15492,United Kingdom +581492,12/9/2019,20782,Camouflage Ear Muff Headphones,6.19,1,15492,United Kingdom +581492,12/9/2019,20914,Set/5 Red Retrospot Lid Glass Bowls,6.19,2,15492,United King +581492,12/9/2019,20931,Blue Pot Plant Candle,6.19,1,15492,United Kingdom +581492,12/9/2019,20970,Pink Floral Feltcraft Shoulder Bag,6.19,1,15492,United Kingd +581492,12/9/2019,20971,Pink Blue Felt Craft Trinket 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Pot,6.19,3,15492,United King +581492,12/9/2019,22809,Set Of 6 T-Lights Santa,6.19,1,15492,United Kingdom +581492,12/9/2019,22811,Set Of 6 T-Lights Cacti,6.19,1,15492,United Kingdom +581492,12/9/2019,22814,Card Party Games,6.19,9,15492,United Kingdom +581492,12/9/2019,22815,Card Psychedelic Apples,6.19,18,15492,United Kingdom +581492,12/9/2019,22816,Card Motorbike Santa,6.19,2,15492,United Kingdom +581492,12/9/2019,22817,Card Suki Birthday,6.19,5,15492,United Kingdom +581492,12/9/2019,22818,Card Christmas Village,7.24,6,15492,United Kingdom +581492,12/9/2019,22819,Birthday Card Retro Spot,7.24,3,15492,United Kingdom +581492,12/9/2019,22835,Hot Water Bottle I Am So Poorly,7.24,3,15492,United Kingdom +581492,12/9/2019,22865,Hand Warmer Owl Design,7.24,2,15492,United Kingdom +581492,12/9/2019,22866,Hand Warmer Scotty Dog Design,7.24,3,15492,United Kingdom +581492,12/9/2019,22867,Hand Warmer Bird Design,7.24,4,15492,United Kingdom +581492,12/9/2019,22881,Number Tile Vintage Font 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See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// beam-playground: +// name: FinalSolution1 +// description: Final challenge solution 1. +// multifile: true +// files: +// - name: input.csv +// context_line: 54 +// categories: +// - Quickstart +// complexity: ADVANCED +// tags: +// - hellobeam + +package main + +import ( + "context" + "fmt" + "github.com/apache/beam/sdks/v2/go/pkg/beam" + "github.com/apache/beam/sdks/v2/go/pkg/beam/core/graph/window" + "github.com/apache/beam/sdks/v2/go/pkg/beam/core/graph/window/trigger" + "github.com/apache/beam/sdks/v2/go/pkg/beam/io/textio" + "github.com/apache/beam/sdks/v2/go/pkg/beam/transforms/filter" + "github.com/apache/beam/sdks/v2/go/pkg/beam/transforms/stats" + "github.com/apache/beam/sdks/v2/go/pkg/beam/x/beamx" + "log" + "strconv" + "strings" + "time" +) + +type Transaction struct { + ID int64 + Date string + ProductID string + ProductName string + Price float64 + Quantity int64 + CustomerID int64 + Country string +} + +func main() { + ctx := context.Background() + + beam.Init() + p := beam.NewPipeline() + s := p.Root() + + file := textio.Read(s, "input.csv") + + transactions := getTransactions(s, file) + + trigger := trigger.AfterEndOfWindow(). + EarlyFiring(trigger.AfterProcessingTime(). + PlusDelay(5 * time.Second)). + LateFiring(trigger.Repeat(trigger.AfterCount(1))) + + fixedWindowedItems := beam.WindowInto(s, window.NewFixedWindows(30*time.Second), transactions, + beam.Trigger(trigger), + beam.AllowedLateness(30*time.Minute), + beam.PanesDiscard(), + ) + + filtered := filtering(s, fixedWindowedItems) + + result := getPartition(s, filtered) + + biggerThan10 := sumCombine(s, mapIdWithPrice(s, result[0])) + textio.Write(s, "price_more_than_10.txt", convertToString(s, biggerThan10)) + + smallerThan10 := sumCombine(s, mapIdWithPrice(s, result[1])) + textio.Write(s, "price_less_than_10.txt", convertToString(s, smallerThan10)) + + if err := beamx.Run(ctx, p); err != nil { + log.Fatalf("Failed to execute job: %v", err) + } +} + +func getTransactions(s beam.Scope, input beam.PCollection) beam.PCollection { + return beam.ParDo(s, func(line string, emit func(transaction Transaction)) { + csv := strings.Split(line, ",") + + if csv[0] != "TransactionNo" { + id, _ := strconv.ParseInt(csv[0], 10, 64) + price, _ := strconv.ParseFloat(csv[4], 64) + quantity, _ := strconv.ParseInt(csv[5], 10, 64) + customerID, _ := strconv.ParseInt(csv[6], 10, 64) + emit(Transaction{ + ID: id, + Date: csv[1], + ProductID: csv[2], + ProductName: csv[3], + Price: price, + Quantity: quantity, + CustomerID: customerID, + Country: csv[7], + }) + } + }, input) +} + +func getPartition(s beam.Scope, input beam.PCollection) []beam.PCollection { + return beam.Partition(s, 2, func(element Transaction) int { + if element.Price >= 10 { + return 0 + } + return 1 + }, input) +} + +func convertToString(s beam.Scope, input beam.PCollection) beam.PCollection { + return beam.ParDo(s, func(product string, sum float64, emit func(string)) { + emit(fmt.Sprint("product: ", product, " , sum: ", sum)) + }, input) +} + +func filtering(s beam.Scope, input beam.PCollection) beam.PCollection { + return filter.Include(s, input, func(element Transaction) bool { + return element.Quantity >= 20 + }) +} + +func mapIdWithPrice(s beam.Scope, input beam.PCollection) beam.PCollection { + return beam.ParDo(s, func(element Transaction, emit func(string, float64)) { + emit(element.ProductID, element.Price) + }, input) +} + +func sumCombine(s beam.Scope, input beam.PCollection) beam.PCollection { + return stats.SumPerKey(s, input) +} diff --git a/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/hint1.md b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/hint1.md new file mode 100644 index 0000000000000..692accb622c2e --- /dev/null +++ b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/hint1.md @@ -0,0 +1,160 @@ + +{{if (eq .Sdk "go")}} +1. Parse the csv file into a `Transaction` object. + + Extract: `func getTransactions(s beam.Scope, input beam.PCollection) beam.PCollection { + return beam.ParDo(s, func(line string, emit func(transaction Transaction)) { + csv := strings.Split(line, ",") + if csv[0] != "TransactionNo" { + id, _ := strconv.ParseInt(csv[0], 10, 64) + price, _ := strconv.ParseFloat(csv[4], 64) + quantity, _ := strconv.ParseInt(csv[5], 10, 64) + customerID, _ := strconv.ParseInt(csv[6], 10, 64) + emit(Transaction{ + ID: id, + Date: csv[1], + ProductID: csv[2], + ProductName: csv[3], + Price: price, + Quantity: quantity, + CustomerID: customerID, + Country: csv[7], + }) + } + }, input) + }` +2. Add a fixed-window that runs for 30 seconds + + Window: `fixedWindowedItems := beam.WindowInto(s, window.NewFixedWindows(30*time.Second), transactions, + beam.Trigger(trigger), + beam.AllowedLateness(30*time.Minute), + beam.PanesDiscard(), + )`. + + And add a trigger that works after the first element with a delay of 5 seconds. + + Trigger: `trigger := trigger.AfterEndOfWindow(). + EarlyFiring(trigger.AfterProcessingTime(). + PlusDelay(5 * time.Second)). + LateFiring(trigger.Repeat(trigger.AfterCount(1)))` + +3. Filter so that the quantity is higher or equal to 20. + + Filter: `func filtering(s beam.Scope, input beam.PCollection) beam.PCollection { + return filter.Include(s, input, func(element Transaction) bool { + return element.Quantity >= 20 + }) + }` + +4. Divide transactions into parts, the first contains transactions whose **price** is more than 10. And the rest are in the second. + + Partition: `func getPartition(s beam.Scope, input beam.PCollection) []beam.PCollection { + return beam.Partition(s, 2, func(element Transaction) int { + if element.Price >= 10 { + return 0 + } + return 1 + }, input) + }` + +5. Create a map function `func mapIdWithPrice(s beam.Scope, input beam.PCollection) beam.PCollection { + return beam.ParDo(s, func(element Transaction, emit func(int64, float64)) { + emit(element.ID, element.Price) + }, input) + }` for group + +6. Combine by key, the function that summarizes the prices `func sumCombine(s beam.Scope, input beam.PCollection) beam.PCollection { + return stats.SumPerKey(s, input) + }` + +7. To write to a file, first you need to convert to a string `func convertToString(s beam.Scope, input beam.PCollection) beam.PCollection { + return beam.ParDo(s, func(id int64, sum float64, emit func(string)) { + emit(fmt.Sprint("id: ", id, " , sum: ", sum)) + }, input) + }` + +8. Write to a txt file: `textio.Write(s, "smallerThan10.txt", smallerThan10)` + +{{end}} + +{{if (eq .Sdk "java")}} +1. Parse the csv file into a `Transaction` object. + + Extract: `static class ExtractDataFn extends DoFn { + @ProcessElement + public void processElement(ProcessContext c) { + String[] items = c.element().split(REGEX_FOR_CSV); + try { + c.output(new Transaction(Long.valueOf(items[0]), items[1], items[2], items[3], Double.valueOf(items[4]), Integer.parseInt(items[5]), Long.valueOf(items[6]), items[7])); + } catch (Exception e) { + System.out.println("Skip header"); + } + } + }` +2. Add a fixed-window that runs for 30 seconds `Window.into(Fixed Windows.of(Duration.standard Seconds(30)))`. And add a trigger that works after the first element with a delay of 5 seconds `AfterProcessingTime.pastFirstElementInPane().plusDelayOf(Duration.standardSeconds(5))` +3. Filter so that the number is higher or equal to 20 `Filter.by(it -> it.quantity >= 20)` +4. Divide transactions into parts, the first contains transactions whose **price** is more than 10. And the rest are in the second. + + Partition: `static class TransactionPartitionFn extends PTransform, PCollectionList> { + @Override + public PCollectionList expand(PCollection input) { + return input.apply(Partition.of(2, + (Partition.PartitionFn) (transaction, numPartitions) -> { + if (transaction.price > 10) { + return 0; + } else { + return 1; + } + })); + } + }` +5. Create a map function `MapElements.into(TypeDescriptors.kvs(TypeDescriptors.longs(), TypeDescriptors.doubles())).via(it->KV.of(it.id,it.price))` for group +6. Combine by key, the function that summarizes the prices `Combine.perKey(new SumDoubleBinaryCombineFn())`. + + Sum function: `static class SumDoubleBinaryCombineFn extends Combine.BinaryCombineFn { + @Override + public Double apply(Double left, Double right) { + return left + right; + } + } + ` +7. To write to a file, first you need to convert to a string `.apply(MapElements.into(TypeDescriptor.of(String.class)).via(it -> it.toString()))` + +8. Write to a txt file: `TextIO.write().to("biggerThan10").withSuffix(".txt")` +{{end}} + +{{if (eq .Sdk "python")}} +1. Parse the csv file into a `Transaction` object. + + Extract: `class ExtractDataFn(beam.DoFn): + def process(self, element): + items = re.split(r',(?=(?:[^"]*"[^"]*")*[^"]*$)', element) + if items[0] != 'TransactionNo': + yield Transaction(items[0], items[1], items[2], items[3], items[4], items[5], items[6], items[7])` + +2. Add a fixed-window that runs for 30 seconds. And add a trigger that works after the first element with a delay of 5 seconds. + + Window and trigger: `windowed_transactions = (transactions + | 'Window' >> beam.WindowInto(window.FixedWindows(30), trigger=trigger.AfterWatermark( + early=trigger.AfterProcessingTime(5).has_ontime_pane(), late=trigger.AfterAll()), + allowed_lateness=30, + accumulation_mode=trigger.AccumulationMode.DISCARDING))`. + +3. Filter so that the number is higher or equal to 20 `'Filtering' >> beam.Filter(lambda t: int(t.quantity) >= 20)` +4. Divide transactions into parts, the first contains transactions whose **price** is more than 10. And the rest are in the second. `'Partition transactions' >> beam.Partition(partitionTransactions, 2))` +5. Create a map function `'Map id and price for bigger' >> beam.Map(lambda transaction: (transaction.transaction_no, float(transaction.price)))` for group +6. Combine by key, the function that summarizes the prices. + Sum function: `'Calculate sum for biggerThan10' >> beam.CombinePerKey(sum)` + +7. Write to a txt file: `'Write biggerThan10 results to text file' >> beam.io.WriteToText('biggerThan10', '.txt', shard_name_template=''))` +{{end}} \ No newline at end of file diff --git a/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/java-challenge/Task.java b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/java-challenge/Task.java new file mode 100644 index 0000000000000..9286cd89f6cf8 --- /dev/null +++ b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/java-challenge/Task.java @@ -0,0 +1,120 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// beam-playground: +// name: FinalChallenge1 +// description: Final challenge 1. +// multifile: true +// files: +// - name: input.csv +// context_line: 50 +// categories: +// - Quickstart +// complexity: ADVANCED +// tags: +// - hellobeam + + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.io.TextIO; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.schemas.JavaFieldSchema; +import org.apache.beam.sdk.schemas.annotations.DefaultSchema; +import org.apache.beam.sdk.schemas.annotations.SchemaCreate; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +public class Task { + private static final Logger LOG = LoggerFactory.getLogger(Task.class); + private static final Integer WINDOW_TIME = 30; + private static final Integer TIME_OUTPUT_AFTER_FIRST_ELEMENT = 5; + private static final Integer ALLOWED_LATENESS_TIME = 1; + + private static final String REGEX_FOR_CSV = ",(?=(?:[^\"]*\"[^\"]*\")*[^\"]*$)"; + + public static void main(String[] args) { + LOG.info("Running Task"); + PipelineOptions options = PipelineOptionsFactory.fromArgs(args).create(); + Pipeline pipeline = Pipeline.create(options); + + PCollection input = pipeline.apply(TextIO.read().from("input.csv")); + + pipeline.run().waitUntilFinish(); + } + + static class LogOutput extends DoFn { + private final String prefix; + + LogOutput() { + this.prefix = "Processing element"; + } + + LogOutput(String prefix) { + this.prefix = prefix; + } + + @DoFn.ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + ": {}", c.element()); + } + } + + @DefaultSchema(JavaFieldSchema.class) + public static class Transaction { + public Long id; + public String date; + public String productId; + public String productName; + public Double price; + public Integer quantity; + public Long customerId; + public String country; + + public Transaction() { + } + + @SchemaCreate + public Transaction(Long id, String date, String productId, String productName, Double price, Integer quantity, Long customerId, String country) { + this.id = id; + this.date = date; + this.productId = productId; + this.productName = productName; + this.price = price; + this.quantity = quantity; + this.customerId = customerId; + this.country = country; + } + + @Override + public String toString() { + return "Transaction{" + + "id=" + id + + ", date='" + date + '\'' + + ", productId='" + productId + '\'' + + ", productName='" + productName + '\'' + + ", price='" + price + '\'' + + ", quantity=" + quantity + + ", customerId=" + customerId + + ", country='" + country + '\'' + + '}'; + } + } +} \ No newline at end of file diff --git a/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/java-challenge/input.csv b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/java-challenge/input.csv new file mode 100644 index 0000000000000..85854a2d43584 --- /dev/null +++ b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/java-challenge/input.csv @@ -0,0 +1,1500 @@ +TransactionNo,Date,ProductNo,ProductName,Price,Quantity,CustomerNo,Country +581482,12/9/2019,22485,Set Of 2 Wooden Market Crates,21.47,12,17490,United Kingdom +581475,12/9/2019,22596,Christmas Star Wish List Chalkboard,10.65,36,13069,United Ki +581475,12/9/2019,23235,Storage Tin Vintage Leaf,11.53,12,13069,United Kingdom 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+581578,12/9/2019,21497,Fancy Fonts Birthday Wrap,6.19,25,12713,Germany +581578,12/9/2019,22704,Wrap Red Apples,6.19,25,12713,Germany +581578,12/9/2019,22585,Pack Of 6 Birdy Gift Tags,6.19,12,12713,Germany diff --git a/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/java-solution/Task.java b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/java-solution/Task.java new file mode 100644 index 0000000000000..e15c9167342dc --- /dev/null +++ b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/java-solution/Task.java @@ -0,0 +1,212 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// beam-playground: +// name: FinalSolution1 +// description: Final challenge solution 1. +// multifile: true +// files: +// - name: input.csv +// context_line: 50 +// categories: +// - Quickstart +// complexity: ADVANCED +// tags: +// - hellobeam + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.coders.Coder; +import org.apache.beam.sdk.io.TextIO; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.schemas.JavaFieldSchema; +import org.apache.beam.sdk.schemas.annotations.DefaultSchema; +import org.apache.beam.sdk.schemas.annotations.SchemaCreate; +import org.apache.beam.sdk.transforms.Combine; +import org.apache.beam.sdk.transforms.Filter; +import org.apache.beam.sdk.transforms.MapElements; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.Partition; +import org.apache.beam.sdk.transforms.PTransform; +import org.apache.beam.sdk.transforms.windowing.AfterProcessingTime; +import org.apache.beam.sdk.transforms.windowing.FixedWindows; +import org.apache.beam.sdk.transforms.windowing.Trigger; +import org.apache.beam.sdk.transforms.windowing.Window; +import org.apache.beam.sdk.transforms.windowing.Repeatedly; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.PCollectionList; +import org.apache.beam.sdk.values.TypeDescriptor; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.TypeDescriptors; +import org.joda.time.Duration; + +import java.io.*; +import java.util.List; +import java.util.stream.Collectors; + +public class Task { + private static final Integer WINDOW_TIME = 30; + private static final Integer TIME_OUTPUT_AFTER_FIRST_ELEMENT = 5; + private static final Integer ALLOWED_LATENESS_TIME = 1; + + private static final String REGEX_FOR_CSV = ",(?=(?:[^\"]*\"[^\"]*\")*[^\"]*$)"; + + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.fromArgs(args).create(); + Pipeline pipeline = Pipeline.create(options); + + Window window = Window.into(FixedWindows.of(Duration.standardSeconds(WINDOW_TIME))); + + Trigger trigger = AfterProcessingTime.pastFirstElementInPane().plusDelayOf(Duration.standardSeconds(TIME_OUTPUT_AFTER_FIRST_ELEMENT)); + + PCollection input = pipeline.apply(TextIO.read().from("input.csv")) + .apply("Data", ParDo.of(new ExtractDataFn())) + .setCoder(TransactionSerializableCoder.of()); + + PCollectionList parts = input + .apply(window.triggering(Repeatedly.forever(trigger)).withAllowedLateness(Duration.standardMinutes(ALLOWED_LATENESS_TIME)).discardingFiredPanes()) + .apply(Filter.by(it -> it.quantity >= 20)) + .apply(new TransactionPartitionFn()); + + parts.get(0) + .apply(MapElements.into(TypeDescriptors.kvs(TypeDescriptors.strings(), TypeDescriptors.doubles())).via(it -> KV.of(it.productId, it.price))) + .apply(Combine.perKey(new SumDoubleBinaryCombineFn())) + .apply(MapElements.into(TypeDescriptor.of(String.class)).via(it -> it.toString())) + .apply("WriteToFile", TextIO.write().withoutSharding().to("price_more_than_10").withSuffix(".txt")); + + parts.get(1) + .apply(MapElements.into(TypeDescriptors.kvs(TypeDescriptors.strings(), TypeDescriptors.doubles())).via(it -> KV.of(it.productId, it.price))) + .apply(Combine.perKey(new SumDoubleBinaryCombineFn())) + .apply(MapElements.into(TypeDescriptor.of(String.class)).via(it -> it.toString())) + .apply("WriteToFile", TextIO.write().withoutSharding().to("price_less_than_10").withSuffix(".txt")); + + pipeline.run().waitUntilFinish(); + } + + static class SumDoubleBinaryCombineFn extends Combine.BinaryCombineFn { + @Override + public Double apply(Double left, Double right) { + return left + right; + } + + } + + static class TransactionPartitionFn extends PTransform, PCollectionList> { + @Override + public PCollectionList expand(PCollection input) { + return input.apply(Partition.of(2, + (Partition.PartitionFn) (transaction, numPartitions) -> { + if (transaction.price > 10) { + return 0; + } else { + return 1; + } + })); + } + } + + static class TransactionSerializableCoder extends Coder { + private static final TransactionSerializableCoder INSTANCE = new TransactionSerializableCoder(); + + public static TransactionSerializableCoder of() { + return INSTANCE; + } + + private static final String NAMES_SEPARATOR = "_"; + + @Override + public void encode(Transaction transaction, OutputStream outStream) throws IOException { + String serializableRecord = transaction.id + NAMES_SEPARATOR + transaction.date + NAMES_SEPARATOR + transaction.productId + + NAMES_SEPARATOR + transaction.productName + NAMES_SEPARATOR + transaction.price + NAMES_SEPARATOR + transaction.quantity + + NAMES_SEPARATOR + transaction.customerId + NAMES_SEPARATOR + transaction.country; + outStream.write(serializableRecord.getBytes()); + } + + @Override + public Transaction decode(InputStream inStream) { + String serializedRecord = new BufferedReader(new InputStreamReader(inStream)).lines() + .parallel().collect(Collectors.joining("\n")); + String[] items = serializedRecord.split(NAMES_SEPARATOR); + return new Transaction(Long.valueOf(items[0]), items[1], items[2], items[3], Double.valueOf(items[4]), Integer.parseInt(items[5]), Long.valueOf(items[6]), items[7]); + } + + @Override + public List> getCoderArguments() { + return null; + } + + @Override + public void verifyDeterministic() { + } + } + + + static class ExtractDataFn extends DoFn { + @ProcessElement + public void processElement(ProcessContext c) { + String[] items = c.element().split(REGEX_FOR_CSV); + try { + c.output(new Transaction(Long.valueOf(items[0]), items[1], items[2], items[3], Double.valueOf(items[4]), Integer.parseInt(items[5]), Long.valueOf(items[6]), items[7])); + } catch (Exception e) { + System.out.println("Skip header"); + } + } + } + + @DefaultSchema(JavaFieldSchema.class) + public static class Transaction { + public Long id; + public String date; + public String productId; + public String productName; + public Double price; + public Integer quantity; + public Long customerId; + public String country; + + public Transaction() { + } + + @SchemaCreate + public Transaction(Long id, String date, String productId, String productName, Double price, Integer quantity, Long customerId, String country) { + this.id = id; + this.date = date; + this.productId = productId; + this.productName = productName; + this.price = price; + this.quantity = quantity; + this.customerId = customerId; + this.country = country; + } + + @Override + public String toString() { + return "Transaction{" + + "id=" + id + + ", date='" + date + '\'' + + ", productId='" + productId + '\'' + + ", productName='" + productName + '\'' + + ", price='" + price + '\'' + + ", quantity=" + quantity + + ", customerId=" + customerId + + ", country='" + country + '\'' + + '}'; + } + } +} \ No newline at end of file diff --git a/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/java-solution/input.csv b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/java-solution/input.csv new file mode 100644 index 0000000000000..85854a2d43584 --- /dev/null +++ b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/java-solution/input.csv @@ -0,0 +1,1500 @@ 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Kit,15.32,4,17364,United Kingdom +581478,12/9/2019,23126,Feltcraft Girl Amelie Kit,15.32,4,17364,United Kingdom +581478,12/9/2019,22747,Poppy's Playhouse Bathroom,12.40,6,17364,United Kingdom +581478,12/9/2019,22078,Ribbon Reel Lace Design,12.40,10,17364,United Kingdom +581478,12/9/2019,84946,Antique Silver T-Light Glass,11.53,12,17364,United Kingdom +581478,12/9/2019,22791,T-Light Glass Fluted Antique,11.53,12,17364,United Kingdom +581478,12/9/2019,21326,Aged Glass Silver T-Light Holder,10.92,12,17364,United Kingd +581478,12/9/2019,22170,Picture Frame Wood Triple Portrait,17.17,8,17364,United King +581478,12/9/2019,23082,Set 6 Paper Table Lantern Hearts,14.09,6,17364,United Kingdo +581478,12/9/2019,22909,Set Of 20 Vintage Christmas Napkins,11.12,24,17364,United Ki +581479,12/9/2019,22087,Paper Bunting White Lace,13.27,10,17364,United Kingdom +581480,12/9/2019,23464,Vintage Zinc Watering Can Small,15.32,4,14441,United Kingdom +581480,12/9/2019,22411,Jumbo Shopper Vintage Red Paisley,12.38,10,14441,United King +581480,12/9/2019,84029E,Red Woolly Hottie White Heart,14.61,8,14441,United Kingdom +581480,12/9/2019,22633,Hand Warmer Union Jack,12.40,12,14441,United Kingdom +581480,12/9/2019,23355,Hot Water Bottle Keep Calm,15.32,12,14441,United Kingdom +581480,12/9/2019,84029G,Knitted Union Flag Hot Water Bottle,14.61,12,14441,United K +581480,12/9/2019,22112,Chocolate Hot Water Bottle,15.32,6,14441,United Kingdom +581480,12/9/2019,84347,Rotating Silver Angels T-Light Hldr,12.86,18,14441,United Ki +581481,12/9/2019,21115,Rose Caravan Doorstop,12.25,8,17490,United Kingdom +581481,12/9/2019,22059,Ceramic Strawberry Design Mug,10.65,24,17490,United Kingdom +581481,12/9/2019,22072,Red Retrospot Tea Cup And Saucer,11.53,24,17490,United Kingd +581481,12/9/2019,22123,Ping Microwave Apron,11.06,24,17490,United Kingdom +581481,12/9/2019,22476,Empire Union Jack Tv Dinner Tray,12.25,8,17490,United Kingdo +581481,12/9/2019,22495,Set Of 2 Round Tins 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Kingdom +581482,12/9/2019,23251,Vintage Red Enamel Trim Mug,11.32,96,17490,United Kingdom +581482,12/9/2019,23300,Gardeners Kneeling Pad Cup Of Tea,11.74,48,17490,United King +581482,12/9/2019,22138,Baking Set 9 Piece Retrospot,14.61,24,17490,United Kingdom +581483,12/9/2019,23843,Paper Craft Little Birdie,12.38,80995,16446,United Kingdom +581485,12/9/2019,22617,Baking Set Spaceboy Design,15.32,18,17389,United Kingdom +581485,12/9/2019,20749,Assorted Colour Mini Cases,16.76,84,17389,United Kingdom +581486,12/9/2019,22910,Paper Chain Kit Vintage Christmas,13.27,12,17001,United King +581486,12/9/2019,22086,Paper Chain Kit 50'S Christmas,13.27,12,17001,United Kingdom +581486,12/9/2019,23351,Roll Wrap 50'S Christmas,6.19,12,17001,United Kingdom +581486,12/9/2019,23352,Roll Wrap 50'S Red Christmas,6.19,12,17001,United Kingdom +581486,12/9/2019,22727,Alarm Clock Bakelike Red,6.19,8,17001,United Kingdom +581486,12/9/2019,22730,Alarm Clock Bakelike Ivory,6.19,4,17001,United Kingdom 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Box,6.04,16,17428,United Kingdom +581488,12/9/2019,22179,Set 10 Night Owl Lights,6.04,24,17428,United Kingdom +581489,12/9/2019,22061,Large Cake Stand Hanging Strawbery,7.24,48,16954,United King +581489,12/9/2019,22182,Cake Stand Victorian Filigree Small,7.24,24,16954,United Kin +581491,12/9/2019,23571,Traditional Naughts & Crosses,7.24,12,12433,Norway +581492,12/9/2019,23369,Set 36 Colour Pencils Love London,6.19,2,15492,United Kingdo +581492,12/9/2019,23370,Set 36 Colouring Pencils Doily,6.19,2,15492,United Kingdom +581492,12/9/2019,23371,Set 36 Colour Pencils Spaceboy,6.19,3,15492,United Kingdom +581492,12/9/2019,23372,Set 36 Colour Pencils Dolly Girl,6.19,1,15492,United Kingdom +581492,12/9/2019,23376,Pack Of 12 Vintage Christmas Tissue,6.19,3,15492,United King +581492,12/9/2019,23377,Pack Of 12 Dolly Girl Tissues,6.19,6,15492,United Kingdom +581492,12/9/2019,23378,Pack Of 12 50'S Christmas Tissues,6.19,9,15492,United Kingdo +581492,12/9/2019,23379,Pack Of 12 Red Apple Tissues,6.19,4,15492,United Kingdom +581492,12/9/2019,23380,Pack Of 12 Vintage Doily Tissues,6.19,3,15492,United Kingdom +581492,12/9/2019,23381,Pack Of 12 Vintage Leaf Tissues,6.19,1,15492,United Kingdom +581492,12/9/2019,23382,Box Of 6 Christmas Cake Decorations,6.19,4,15492,United King +581492,12/9/2019,23391,I Love London Mini Backpack,6.19,2,15492,United Kingdom +581492,12/9/2019,23392,Spaceboy Rocket Lolly Makers,6.19,2,15492,United Kingdom +581492,12/9/2019,23399,Home Sweet Home Hanging Heart,6.19,4,15492,United Kingdom +581492,12/9/2019,23405,Home Sweet Home 2 Drawer Cabinet,6.19,3,15492,United Kingdom +581492,12/9/2019,23418,Lavender Toilette Bottle,6.19,1,15492,United Kingdom +581492,12/9/2019,23426,Metal Sign Drop Your Pants,6.19,1,15492,United Kingdom +581492,12/9/2019,23434,3 Raffia Ribbons 50'S Christmas,6.19,9,15492,United Kingdom +581492,12/9/2019,23435,3 Raffia Ribbons Vintage Christmas,6.04,3,15492,United Kingd +581492,12/9/2019,23439,Hand Warmer Red Love Heart,6.19,1,15492,United Kingdom +581492,12/9/2019,23451,Square Mini Portrait Frame,6.19,1,15492,United Kingdom +581492,12/9/2019,23467,Vintage Zinc Planter,6.19,1,15492,United Kingdom +581492,12/9/2019,23469,Card Holder Love Bird Small,6.19,3,15492,United Kingdom +581492,12/9/2019,23480,Mini Lights Woodland Mushrooms,6.19,2,15492,United Kingdom +581492,12/9/2019,23493,Vintage Doily Travel Sewing Kit,6.19,3,15492,United Kingdom +581492,12/9/2019,23494,Vintage Doily Deluxe Sewing Kit,6.19,1,15492,United Kingdom +581492,12/9/2019,23495,Set Of 3 Pantry Wooden Spoons,6.19,1,15492,United Kingdom +581492,12/9/2019,23497,Classic Chrome Bicycle Bell,6.19,4,15492,United Kingdom +581492,12/9/2019,23498,Classic Bicycle Clips,6.19,2,15492,United Kingdom +581492,12/9/2019,23501,Key Ring Baseball Boot Union Jack,6.19,3,15492,United Kingdo +581492,12/9/2019,23506,Mini Playing Cards Spaceboy,6.04,1,15492,United Kingdom +581492,12/9/2019,23508,Mini Playing Cards Dolly Girl,6.04,2,15492,United Kingdom 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Kingdom +581492,12/9/2019,23564,Egg Cup Milkmaid Ingrid,6.19,2,15492,United Kingdom +581492,12/9/2019,23565,Egg Cup Milkmaid Helga,6.19,2,15492,United Kingdom +581492,12/9/2019,23567,Egg Cup Henrietta Hen Pink,6.19,1,15492,United Kingdom +581492,12/9/2019,23569,Tradtional Alphabet Stamp Set,6.19,2,15492,United Kingdom +581492,12/9/2019,23570,Traditional Pick Up Sticks Game,6.19,7,15492,United Kingdom +581492,12/9/2019,23571,Traditional Naughts & Crosses,6.19,2,15492,United Kingdom +581492,12/9/2019,23575,Snack Tray Paisley Park,6.19,3,15492,United Kingdom +581492,12/9/2019,23579,Snack Tray I Love London,6.19,1,15492,United Kingdom +581492,12/9/2019,23611,Set 10 Cards Red Riding Hood 17214,6.19,3,15492,United Kingd +581492,12/9/2019,23616,Set 10 Cards Jingle Bells 17217,6.19,1,15492,United Kingdom +581492,12/9/2019,23621,Set 10 Cards David's Madonna 17074,6.19,3,15492,United Kingd +581492,12/9/2019,23635,Set 10 Cards Christmas Holly 17259,6.19,1,15492,United Kingd 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Cover,7.24,3,15492,United Kingdom +581492,12/9/2019,46776C,Woven Frost Cushion Cover,7.24,1,15492,United Kingdom +581492,12/9/2019,46776D,Woven Sunset Cushion Cover,7.24,2,15492,United Kingdom +581492,12/9/2019,46776E,Woven Candy Cushion Cover,7.24,5,15492,United Kingdom +581492,12/9/2019,46776F,Woven Rose Garden Cushion Cover,7.24,6,15492,United Kingdom +581492,12/9/2019,47310M,Small Pop Box Funky Monkey,6.19,1,15492,United Kingdom +581492,12/9/2019,47480,Hanging Photo Clip Rope Ladder,6.19,3,15492,United Kingdom +581492,12/9/2019,47504H,English Rose Spirit Level,7.24,1,15492,United Kingdom +581492,12/9/2019,47559B,Tea Time Oven Glove,7.24,3,15492,United Kingdom +581492,12/9/2019,47563A,Retro Longboard Ironing Board Cover,7.24,2,15492,United Kin +581492,12/9/2019,47566,Party Bunting,7.24,2,15492,United Kingdom +581492,12/9/2019,47590B,Pink Happy Birthday Bunting,7.24,1,15492,United Kingdom +581492,12/9/2019,51014A,Feather Pen Hot Pink,7.24,2,15492,United Kingdom 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Doughnuts,6.19,1,15492,United Kingdom +581492,12/9/2019,84347,Rotating Silver Angels T-Light Hldr,6.19,2,15492,United King +581492,12/9/2019,84375,Set Of 20 Kids Cookie Cutters,6.19,1,15492,United Kingdom +581492,12/9/2019,84378,Set Of 3 Heart Cookie Cutters,6.19,4,15492,United Kingdom +581492,12/9/2019,84519B,Carrot Charlie+Lola Coaster Set,6.19,1,15492,United Kingdom +581492,12/9/2019,84559A,3d Sheet Of Dog Stickers,6.19,2,15492,United Kingdom +581492,12/9/2019,84568,Girls Alphabet Iron On Patches,6.19,31,15492,United Kingdom +581492,12/9/2019,84569D,Pack 6 Heart/Ice-Cream Patches,6.19,1,15492,United Kingdom +581492,12/9/2019,84596B,Small Dolly Mix Design Orange Bowl,6.19,4,15492,United King +581492,12/9/2019,84596F,Small Marshmallows Pink Bowl,6.19,4,15492,United Kingdom +581492,12/9/2019,84598,Boys Alphabet Iron On Patches,6.19,5,15492,United Kingdom +581492,12/9/2019,84692,Box Of 24 Cocktail Parasols,6.19,1,15492,United Kingdom +581492,12/9/2019,84755,Colour Glass T-Light Holder Hanging,6.19,4,15492,United King +581492,12/9/2019,84828,Jungle Popsicles Ice Lolly Moulds,6.19,1,15492,United Kingdo +581492,12/9/2019,84879,Assorted Colour Bird Ornament,6.19,16,15492,United Kingdom +581492,12/9/2019,84923,Pink Butterfly Handbag W Bobbles,6.04,3,15492,United Kingdom +581492,12/9/2019,84946,Antique Silver T-Light Glass,6.04,18,15492,United Kingdom +581492,12/9/2019,84970S,Hanging Heart Zinc T-Light Holder,6.04,3,15492,United Kingd +581492,12/9/2019,84978,Hanging Heart Jar T-Light Holder,6.04,4,15492,United Kingdom +581492,12/9/2019,84991,60 Teatime Fairy Cake Cases,6.04,1,15492,United Kingdom +581492,12/9/2019,84997A,Childrens Cutlery Polkadot Green,6.04,1,15492,United Kingdo +581492,12/9/2019,84997B,Childrens Cutlery Retrospot Red,6.04,1,15492,United Kingdom +581492,12/9/2019,20733,Gold Mini Tape Measure,6.04,3,15492,United Kingdom +581492,12/9/2019,20777,Chrysanthemum Notebook,6.19,2,15492,United Kingdom +581492,12/9/2019,20782,Camouflage Ear Muff 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Pot,6.19,3,15492,United King +581492,12/9/2019,22809,Set Of 6 T-Lights Santa,6.19,1,15492,United Kingdom +581492,12/9/2019,22811,Set Of 6 T-Lights Cacti,6.19,1,15492,United Kingdom +581492,12/9/2019,22814,Card Party Games,6.19,9,15492,United Kingdom +581492,12/9/2019,22815,Card Psychedelic Apples,6.19,18,15492,United Kingdom +581492,12/9/2019,22816,Card Motorbike Santa,6.19,2,15492,United Kingdom +581492,12/9/2019,22817,Card Suki Birthday,6.19,5,15492,United Kingdom +581492,12/9/2019,22818,Card Christmas Village,7.24,6,15492,United Kingdom +581492,12/9/2019,22819,Birthday Card Retro Spot,7.24,3,15492,United Kingdom +581492,12/9/2019,22835,Hot Water Bottle I Am So Poorly,7.24,3,15492,United Kingdom +581492,12/9/2019,22865,Hand Warmer Owl Design,7.24,2,15492,United Kingdom +581492,12/9/2019,22866,Hand Warmer Scotty Dog Design,7.24,3,15492,United Kingdom +581492,12/9/2019,22867,Hand Warmer Bird Design,7.24,4,15492,United Kingdom +581492,12/9/2019,22881,Number Tile Vintage Font 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Set Spaceboy Design,15.32,18,17389,United Kingdom +581485,12/9/2019,20749,Assorted Colour Mini Cases,16.76,84,17389,United Kingdom +581486,12/9/2019,22910,Paper Chain Kit Vintage Christmas,13.27,12,17001,United King +581486,12/9/2019,22086,Paper Chain Kit 50'S Christmas,13.27,12,17001,United Kingdom +581486,12/9/2019,23351,Roll Wrap 50'S Christmas,6.19,12,17001,United Kingdom +581486,12/9/2019,23352,Roll Wrap 50'S Red Christmas,6.19,12,17001,United Kingdom +581486,12/9/2019,22727,Alarm Clock Bakelike Red,6.19,8,17001,United Kingdom +581486,12/9/2019,22730,Alarm Clock Bakelike Ivory,6.19,4,17001,United Kingdom +581486,12/9/2019,22491,Pack Of 12 Coloured Pencils,6.04,12,17001,United Kingdom +581486,12/9/2019,22561,Wooden School Colouring Set,6.04,12,17001,United Kingdom +581486,12/9/2019,22489,Pack Of 12 Traditional Crayons,6.04,24,17001,United Kingdom +581486,12/9/2019,22560,Traditional Modelling Clay,6.04,24,17001,United Kingdom +581486,12/9/2019,22139,Retrospot Tea Set Ceramic 11 Pc,6.04,6,17001,United Kingdom +581486,12/9/2019,23344,Jumbo Bag 50'S Christmas,6.19,20,17001,United Kingdom +581486,12/9/2019,23203,Jumbo Bag Vintage Doily,6.19,20,17001,United Kingdom +581486,12/9/2019,85099B,Jumbo Bag Red Retrospot,6.19,10,17001,United Kingdom +581486,12/9/2019,23201,Jumbo Bag Alphabet,6.19,20,17001,United Kingdom +581486,12/9/2019,23207,Lunch Bag Alphabet Design,6.19,10,17001,United Kingdom +581487,12/9/2019,21137,Black Record Cover Frame,6.04,120,15694,United Kingdom +581488,12/9/2019,23118,Parisienne Jewellery Drawer,6.04,16,17428,United Kingdom +581488,12/9/2019,23111,Parisienne Sewing Box,6.04,16,17428,United Kingdom +581488,12/9/2019,22179,Set 10 Night Owl Lights,6.04,24,17428,United Kingdom +581489,12/9/2019,22061,Large Cake Stand Hanging Strawbery,7.24,48,16954,United King +581489,12/9/2019,22182,Cake Stand Victorian Filigree Small,7.24,24,16954,United Kin +581491,12/9/2019,23571,Traditional Naughts & Crosses,7.24,12,12433,Norway +581492,12/9/2019,23369,Set 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Doily Travel Sewing Kit,6.19,3,15492,United Kingdom +581492,12/9/2019,23494,Vintage Doily Deluxe Sewing Kit,6.19,1,15492,United Kingdom +581492,12/9/2019,23495,Set Of 3 Pantry Wooden Spoons,6.19,1,15492,United Kingdom +581492,12/9/2019,23497,Classic Chrome Bicycle Bell,6.19,4,15492,United Kingdom +581492,12/9/2019,23498,Classic Bicycle Clips,6.19,2,15492,United Kingdom +581492,12/9/2019,23501,Key Ring Baseball Boot Union Jack,6.19,3,15492,United Kingdo +581492,12/9/2019,23506,Mini Playing Cards Spaceboy,6.04,1,15492,United Kingdom +581492,12/9/2019,23508,Mini Playing Cards Dolly Girl,6.04,2,15492,United Kingdom +581492,12/9/2019,23510,Mini Playing Cards Gymkhana,6.04,1,15492,United Kingdom +581492,12/9/2019,23521,Wall Art Cat And Bird,6.04,1,15492,United Kingdom +581492,12/9/2019,23526,Wall Art Dog Licence,6.04,4,15492,United Kingdom +581492,12/9/2019,23530,Wall Art Only One Person,6.04,2,15492,United Kingdom +581492,12/9/2019,23534,Wall Art Stop For Tea,6.19,6,15492,United Kingdom 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Game,6.19,7,15492,United Kingdom +581492,12/9/2019,23571,Traditional Naughts & Crosses,6.19,2,15492,United Kingdom +581492,12/9/2019,23575,Snack Tray Paisley Park,6.19,3,15492,United Kingdom +581492,12/9/2019,23579,Snack Tray I Love London,6.19,1,15492,United Kingdom +581492,12/9/2019,23611,Set 10 Cards Red Riding Hood 17214,6.19,3,15492,United Kingd +581492,12/9/2019,23616,Set 10 Cards Jingle Bells 17217,6.19,1,15492,United Kingdom +581492,12/9/2019,23621,Set 10 Cards David's Madonna 17074,6.19,3,15492,United Kingd +581492,12/9/2019,23635,Set 10 Cards Christmas Holly 17259,6.19,1,15492,United Kingd +581492,12/9/2019,23644,Set 10 Cards Christmas Tree 16955,6.19,1,15492,United Kingdo +581492,12/9/2019,23660,Henrietta Hen Mug,6.19,1,15492,United Kingdom +581492,12/9/2019,23661,Milk Maids Mug,6.19,1,15492,United Kingdom +581492,12/9/2019,35095A,Blue Victorian Fabric Oval Box,6.19,1,15492,United Kingdom +581492,12/9/2019,35095B,Red Victorian Fabric Oval Box,6.19,1,15492,United Kingdom 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Funky Monkey,6.19,1,15492,United Kingdom +581492,12/9/2019,47480,Hanging Photo Clip Rope Ladder,6.19,3,15492,United Kingdom +581492,12/9/2019,47504H,English Rose Spirit Level,7.24,1,15492,United Kingdom +581492,12/9/2019,47559B,Tea Time Oven Glove,7.24,3,15492,United Kingdom +581492,12/9/2019,47563A,Retro Longboard Ironing Board Cover,7.24,2,15492,United Kin +581492,12/9/2019,47566,Party Bunting,7.24,2,15492,United Kingdom +581492,12/9/2019,47590B,Pink Happy Birthday Bunting,7.24,1,15492,United Kingdom +581492,12/9/2019,51014A,Feather Pen Hot Pink,7.24,2,15492,United Kingdom +581492,12/9/2019,51014L,Feather Pen Light Pink,7.24,1,15492,United Kingdom +581492,12/9/2019,71270,Photo Clip Line,7.24,1,15492,United Kingdom +581492,12/9/2019,72349B,Set/6 Purple Butterfly T-Lights,6.39,1,15492,United Kingdom +581492,12/9/2019,72741,Grand Chocolatecandle,7.24,3,15492,United Kingdom +581492,12/9/2019,72800E,4 Ivory Dinner Candles Silver Flock,7.24,3,15492,United Kin +581492,12/9/2019,79321,Chilli Lights,6.19,1,15492,United Kingdom +581492,12/9/2019,82484,Wood Black Board Ant White Finish,6.19,2,15492,United Kingdo +581492,12/9/2019,82567,Airline Lounge Metal Sign,6.19,2,15492,United Kingdom +581492,12/9/2019,82582,Area Patrolled Metal Sign,6.19,1,15492,United Kingdom +581492,12/9/2019,82600,N0 Singing Metal Sign,6.19,1,15492,United Kingdom +581492,12/9/2019,84031A,Charlie+Lola Red Hot Water Bottle,6.19,4,15492,United Kingd +581492,12/9/2019,84077,World War 2 Gliders Asstd Designs,6.19,1,15492,United Kingdo +581492,12/9/2019,84249A,Greeting Card Square Doughnuts,6.19,1,15492,United Kingdom +581492,12/9/2019,84347,Rotating Silver Angels T-Light Hldr,6.19,2,15492,United King +581492,12/9/2019,84375,Set Of 20 Kids Cookie Cutters,6.19,1,15492,United Kingdom +581492,12/9/2019,84378,Set Of 3 Heart Cookie Cutters,6.19,4,15492,United Kingdom +581492,12/9/2019,84519B,Carrot Charlie+Lola Coaster Set,6.19,1,15492,United Kingdom +581492,12/9/2019,84559A,3d Sheet Of Dog Stickers,6.19,2,15492,United Kingdom +581492,12/9/2019,84568,Girls Alphabet Iron On Patches,6.19,31,15492,United Kingdom +581492,12/9/2019,84569D,Pack 6 Heart/Ice-Cream Patches,6.19,1,15492,United Kingdom +581492,12/9/2019,84596B,Small Dolly Mix Design Orange Bowl,6.19,4,15492,United King +581492,12/9/2019,84596F,Small Marshmallows Pink Bowl,6.19,4,15492,United Kingdom +581492,12/9/2019,84598,Boys Alphabet Iron On Patches,6.19,5,15492,United Kingdom +581492,12/9/2019,84692,Box Of 24 Cocktail Parasols,6.19,1,15492,United Kingdom +581492,12/9/2019,84755,Colour Glass T-Light Holder Hanging,6.19,4,15492,United King +581492,12/9/2019,84828,Jungle Popsicles Ice Lolly Moulds,6.19,1,15492,United Kingdo +581492,12/9/2019,84879,Assorted Colour Bird Ornament,6.19,16,15492,United Kingdom +581492,12/9/2019,84923,Pink Butterfly Handbag W Bobbles,6.04,3,15492,United Kingdom +581492,12/9/2019,84946,Antique Silver T-Light Glass,6.04,18,15492,United Kingdom +581492,12/9/2019,84970S,Hanging Heart Zinc 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Kitchen,6.19,1,15492,United Kingdom +581492,12/9/2019,22749,Feltcraft Princess Charlotte Doll,6.19,1,15492,United Kingdo +581492,12/9/2019,22751,Feltcraft Princess Olivia Doll,6.19,2,15492,United Kingdom +581492,12/9/2019,22753,Small Yellow Babushka Notebook,6.19,1,15492,United Kingdom +581492,12/9/2019,22754,Small Red Babushka Notebook,6.19,1,15492,United Kingdom +581492,12/9/2019,22757,Large Red Babushka Notebook,6.19,3,15492,United Kingdom +581492,12/9/2019,22758,Large Purple Babushka Notebook,6.19,2,15492,United Kingdom +581492,12/9/2019,22763,Key Cabinet Ma Campagne,6.19,1,15492,United Kingdom +581492,12/9/2019,22768,Family Photo Frame Cornice,6.19,2,15492,United Kingdom +581492,12/9/2019,22776,Sweetheart 3 Tier Cake Stand,6.19,1,15492,United Kingdom +581492,12/9/2019,22795,Sweetheart Recipe Book Stand,6.19,1,15492,United Kingdom +581492,12/9/2019,22798,Antique Glass Dressing Table Pot,6.19,3,15492,United Kingdom +581492,12/9/2019,22800,Antique Tall Swirlglass Trinket 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See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# beam-playground: +# name: FinalChallenge1 +# description: Final challenge 1. +# multifile: true +# files: +# - name: input.csv +# context_line: 50 +# categories: +# - Quickstart +# complexity: ADVANCED +# tags: +# - hellobeam + +import apache_beam as beam +import logging +import re +from apache_beam.transforms import window, trigger +from apache_beam.transforms.combiners import CountCombineFn + + +class Transaction: + def __init__(self, transaction_no, date, product_no, product_name, price, quantity, customer_no, country): + self.transaction_no = transaction_no + self.date = date + self.product_no = product_no + self.product_name = product_name + self.price = price + self.quantity = quantity + self.customer_no = customer_no + self.country = country + + def __str__(self): + return f"Transaction(transaction_no={self.transaction_no}, date='{self.date}', product_no='{self.product_no}', product_name='{self.product_name}', price={self.price}, quantity={self.quantity}, customer_no={self.customer_no}, country='{self.country}')" + + +def run(): + with beam.Pipeline() as pipeline: + transactions = (pipeline + | 'Read from text file' >> beam.io.ReadFromText('input.csv')) + + +if __name__ == '__main__': + run() diff --git a/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/python-solution/input.csv b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/python-solution/input.csv new file mode 100644 index 0000000000000..85854a2d43584 --- /dev/null +++ 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Bells 17217,6.19,1,15492,United Kingdom +581492,12/9/2019,23621,Set 10 Cards David's Madonna 17074,6.19,3,15492,United Kingd +581492,12/9/2019,23635,Set 10 Cards Christmas Holly 17259,6.19,1,15492,United Kingd +581492,12/9/2019,23644,Set 10 Cards Christmas Tree 16955,6.19,1,15492,United Kingdo +581492,12/9/2019,23660,Henrietta Hen Mug,6.19,1,15492,United Kingdom +581492,12/9/2019,23661,Milk Maids Mug,6.19,1,15492,United Kingdom +581492,12/9/2019,35095A,Blue Victorian Fabric Oval Box,6.19,1,15492,United Kingdom +581492,12/9/2019,35095B,Red Victorian Fabric Oval Box,6.19,1,15492,United Kingdom +581492,12/9/2019,35646,Vintage Bead Pink Evening Bag,6.19,1,15492,United Kingdom +581492,12/9/2019,35648,Vintage Bead Pink Purse,6.19,2,15492,United Kingdom +581492,12/9/2019,35953,Folkart Star Christmas Decorations,6.19,12,15492,United King +581492,12/9/2019,35964,Folkart Clip On Stars,6.19,4,15492,United Kingdom +581492,12/9/2019,35970,Zinc Folkart Sleigh Bells,6.04,1,15492,United Kingdom 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Polkadot,6.19,2,17754,United Kingdom +581514,12/9/2019,84032A,Charlie+Lola Pink Hot Water Bottle,6.19,9,17754,United King +581514,12/9/2019,84032B,Charlie + Lola Red Hot Water Bottle,6.19,9,17754,United Kin +581514,12/9/2019,84031A,Charlie+Lola Red Hot Water Bottle,6.19,10,17754,United King +581514,12/9/2019,84031B,Charlie Lola Blue Hot Water Bottle,6.19,14,17754,United Kin +581514,12/9/2019,22646,Ceramic Strawberry Cake Money Bank,6.19,4,17754,United Kingd +581514,12/9/2019,22644,Ceramic Cherry Cake Money Bank,6.19,4,17754,United Kingdom +581514,12/9/2019,22645,Ceramic Heart Fairy Cake Money Bank,6.19,4,17754,United King +581514,12/9/2019,22394,Paperweight Kings Choice,6.04,12,17754,United Kingdom +581514,12/9/2019,17091J,Vanilla Incense In Tin,6.04,66,17754,United Kingdom +581514,12/9/2019,35471D,Set Of 3 Bird Light Pink Feather,6.04,12,17754,United Kingd +581514,12/9/2019,22075,6 Ribbons Elegant Christmas,6.04,24,17754,United Kingdom +581514,12/9/2019,17091J,Vanilla Incense In Tin,6.19,24,17754,United Kingdom +581514,12/9/2019,22069,Brown Pirate Treasure Chest,6.19,20,17754,United Kingdom +581514,12/9/2019,22068,Black Pirate Treasure Chest,6.19,14,17754,United Kingdom +581514,12/9/2019,22500,Set Of 2 Tins Jardin De Provence,6.19,4,17754,United Kingdom +581514,12/9/2019,22075,6 Ribbons Elegant Christmas,6.19,24,17754,United Kingdom +581514,12/9/2019,21705,Bag 500g Swirly Marbles,6.19,84,17754,United Kingdom +581516,12/9/2019,21109,Large Cake Towel Chocolate Spots,6.19,12,14422,United Kingdo +581516,12/9/2019,21111,Swiss Roll Towel Chocolate Spots,6.19,24,14422,United Kingdo +581516,12/9/2019,21705,Bag 500g Swirly Marbles,6.19,24,14422,United Kingdom +581516,12/9/2019,22185,Slate Tile Natural Hanging,6.19,12,14422,United Kingdom +581516,12/9/2019,22442,Grow Your Own Flowers Set Of 3,6.19,12,14422,United Kingdom +581516,12/9/2019,21620,Set Of 4 Rose Botanical Candles,6.19,12,14422,United Kingdom +581516,12/9/2019,84029G,Knitted Union Flag Hot Water Bottle,6.19,8,14422,United Kin +581516,12/9/2019,21485,Retrospot Heart Hot Water Bottle,6.19,3,14422,United Kingdom +581516,12/9/2019,22111,Scottie Dog Hot Water Bottle,6.19,6,14422,United Kingdom +581516,12/9/2019,23355,Hot Water Bottle Keep Calm,6.19,8,14422,United Kingdom +581516,12/9/2019,22112,Chocolate Hot Water Bottle,6.19,6,14422,United Kingdom +581516,12/9/2019,23356,Love Hot Water Bottle,6.19,6,14422,United Kingdom +581516,12/9/2019,21108,Fairy Cake Flannel Assorted Colour,6.19,18,14422,United King +581516,12/9/2019,22171,3 Hook Photo Shelf Antique White,6.19,4,14422,United Kingdom +581516,12/9/2019,23301,Gardeners Kneeling Pad Keep Calm,6.19,24,14422,United Kingdo +581538,12/9/2019,23193,Buffalo Bill Treasure Book Box,6.19,6,14446,United Kingdom +581538,12/9/2019,23194,Gymkhana Treasure Book Box,6.19,1,14446,United Kingdom +581538,12/9/2019,23084,Rabbit Night Light,6.19,2,14446,United Kingdom +581538,12/9/2019,22068,Black Pirate Treasure Chest,6.19,1,14446,United Kingdom +581538,12/9/2019,22956,36 Foil Heart Cake Cases,6.19,1,14446,United Kingdom +581538,12/9/2019,20936,Forked Cactus Candle,6.19,1,14446,United Kingdom +581538,12/9/2019,23040,Paper Lantern 9 Point Snow Star,6.19,1,14446,United Kingdom +581538,12/9/2019,22909,Set Of 20 Vintage Christmas Napkins,6.19,1,14446,United King +581538,12/9/2019,21222,Set/4 Badges Beetles,6.19,1,14446,United Kingdom +581538,12/9/2019,21220,Set/4 Badges Dogs,6.19,1,14446,United Kingdom +581538,12/9/2019,21224,Set/4 Skull Badges,6.19,1,14446,United Kingdom +581538,12/9/2019,85123A,Cream Hanging Heart T-Light Holder,6.19,1,14446,United King +581538,12/9/2019,22992,Revolver Wooden Ruler,6.19,1,14446,United Kingdom +581538,12/9/2019,79066K,Retro Mod Tray,6.19,1,14446,United Kingdom +581538,12/9/2019,84380,Set Of 3 Butterfly Cookie Cutters,6.19,1,14446,United Kingdo +581538,12/9/2019,23371,Set 36 Colour Pencils Spaceboy,6.19,1,14446,United Kingdom +581538,12/9/2019,22694,Wicker Star,6.19,1,14446,United Kingdom +581538,12/9/2019,22095,Lads Only Tissue Box,6.19,1,14446,United Kingdom +581538,12/9/2019,23275,Set Of 3 Hanging Owls Ollie Beak,6.19,1,14446,United Kingdom +581538,12/9/2019,21673,White Spot Blue Ceramic Drawer Knob,6.19,1,14446,United King +581538,12/9/2019,21670,Blue Spot Ceramic Drawer Knob,6.19,1,14446,United Kingdom +581538,12/9/2019,85071C,"Charlie+Lola""Extremely Busy"" Sign",6.19,1,14446,United K +581538,12/9/2019,23349,Roll Wrap Vintage Christmas,6.19,3,14446,United Kingdom +581538,12/9/2019,23034,Drawer Knob Ceramic Black,6.19,1,14446,United Kingdom +581538,12/9/2019,21669,Blue Stripe Ceramic Drawer Knob,6.19,1,14446,United Kingdom +581538,12/9/2019,23033,Drawer Knob Ceramic Red,6.19,1,14446,United Kingdom +581538,12/9/2019,21668,Red Stripe Ceramic Drawer Knob,6.19,1,14446,United Kingdom +581538,12/9/2019,23275,Set Of 3 Hanging Owls Ollie Beak,6.19,1,14446,United Kingdom +581538,12/9/2019,23318,Box Of 6 Mini Vintage Crackers,6.19,1,14446,United Kingdom +581538,12/9/2019,23382,Box Of 6 Christmas Cake Decorations,6.19,1,14446,United King +581538,12/9/2019,22469,Heart Of Wicker Small,6.19,1,14446,United Kingdom +581538,12/9/2019,22899,Children's Apron Dolly Girl,6.19,2,14446,United Kingdom +581538,12/9/2019,22367,Childrens Apron Spaceboy Design,6.19,1,14446,United Kingdom +581538,12/9/2019,22899,Children's Apron Dolly Girl,6.19,3,14446,United Kingdom +581538,12/9/2019,23527,Wall Art Animals And Nature,6.19,1,14446,United Kingdom +581538,12/9/2019,23524,Wall Art Horse & Pony,6.19,1,14446,United Kingdom +581538,12/9/2019,23525,Wall Art Buffalo Bill,6.19,1,14446,United Kingdom +581538,12/9/2019,84380,Set Of 3 Butterfly Cookie Cutters,6.19,4,14446,United Kingdo +581538,12/9/2019,23122,Party Charms 50 Pieces,7.24,1,14446,United Kingdom +581538,12/9/2019,21990,Modern Floral Stationery Set,7.24,1,14446,United Kingdom +581538,12/9/2019,21329,Dinosaurs Writing Set,7.24,1,14446,United Kingdom +581538,12/9/2019,21328,Balloons Writing Set,7.24,1,14446,United Kingdom +581538,12/9/2019,22561,Wooden School Colouring Set,7.24,1,14446,United Kingdom +581538,12/9/2019,84519A,Tomato Charlie+Lola Coaster Set,7.24,1,14446,United Kingdom +581538,12/9/2019,84519B,Carrot Charlie+Lola Coaster Set,7.24,1,14446,United Kingdom +581538,12/9/2019,35004B,Set Of 3 Black Flying Ducks,7.24,2,14446,United Kingdom +581538,12/9/2019,22068,Black Pirate Treasure Chest,7.24,1,14446,United Kingdom +581538,12/9/2019,23353,6 Gift Tags Vintage Christmas,6.19,1,14446,United Kingdom +581538,12/9/2019,21591,Cosy Hour Cigar Box Matches,6.19,1,14446,United Kingdom +581538,12/9/2019,22197,Popcorn Holder,6.19,4,14446,United Kingdom +581538,12/9/2019,23320,Giant 50'S Christmas Cracker,6.19,1,14446,United Kingdom +581538,12/9/2019,23349,Roll Wrap Vintage Christmas,6.19,1,14446,United Kingdom +581538,12/9/2019,22985,Wrap Billboard Fonts Design,6.19,25,14446,United Kingdom +581538,12/9/2019,23040,Paper Lantern 9 Point Snow Star,6.19,2,14446,United Kingdom +581538,12/9/2019,23040,Paper Lantern 9 Point Snow Star,6.19,3,14446,United Kingdom +581538,12/9/2019,21194,Pink Honeycomb Paper Fan,6.19,2,14446,United Kingdom +581538,12/9/2019,21208,Pastel Colour Honeycomb Fan,6.19,1,14446,United Kingdom +581538,12/9/2019,79190D,Retro Plastic Daisy Tray,6.19,1,14446,United Kingdom +581538,12/9/2019,79190B,Retro Plastic Polka Tray,6.19,1,14446,United Kingdom +581538,12/9/2019,22909,Set Of 20 Vintage Christmas Napkins,6.02,2,14446,United King +581538,12/9/2019,23318,Box Of 6 Mini Vintage Crackers,6.02,1,14446,United Kingdom +581538,12/9/2019,23319,Box Of 6 Mini 50'S Crackers,6.02,1,14446,United Kingdom +581538,12/9/2019,23537,Wall Art I Love London,6.19,1,14446,United Kingdom +581538,12/9/2019,22992,Revolver Wooden Ruler,6.19,1,14446,United Kingdom +581538,12/9/2019,22991,Giraffe Wooden Ruler,6.19,1,14446,United Kingdom +581538,12/9/2019,23190,Bundle Of 3 School Exercise Books,6.19,1,14446,United Kingdo +581538,12/9/2019,21194,Pink Honeycomb Paper Fan,6.19,1,14446,United Kingdom +581538,12/9/2019,35004B,Set Of 3 Black Flying Ducks,6.19,1,14446,United Kingdom +581538,12/9/2019,22694,Wicker Star,6.19,1,14446,United Kingdom +581538,12/9/2019,21355,Toast Its - I Love You,6.19,1,14446,United Kingdom +581538,12/9/2019,23343,Jumbo Bag Vintage Christmas,6.19,1,14446,United Kingdom +581538,12/9/2019,23343,Jumbo Bag Vintage Christmas,6.19,1,14446,United Kingdom +581538,12/9/2019,20727,Lunch Bag Black Skull,6.19,1,14446,United Kingdom +581538,12/9/2019,20725,Lunch Bag Red Retrospot,6.19,1,14446,United Kingdom +581566,12/9/2019,23404,Home Sweet Home Blackboard,6.19,144,18102,United Kingdom +581567,12/9/2019,21417,Cockle Shell Dish,6.19,84,16626,United Kingdom +581567,12/9/2019,22464,Hanging Metal Heart Lantern,6.19,24,16626,United Kingdom +581567,12/9/2019,22465,Hanging Metal Star Lantern,6.19,24,16626,United Kingdom +581567,12/9/2019,84971S,Small Heart Flowers Hook,6.19,48,16626,United Kingdom +581567,12/9/2019,22624,Ivory Kitchen Scales,6.19,2,16626,United Kingdom +581567,12/9/2019,22627,Mint Kitchen Scales,6.19,2,16626,United Kingdom +581567,12/9/2019,22625,Red Kitchen Scales,6.19,2,16626,United Kingdom +581567,12/9/2019,23355,Hot Water Bottle Keep Calm,6.19,4,16626,United Kingdom +581567,12/9/2019,21326,Aged Glass Silver T-Light Holder,6.19,144,16626,United Kingd +581567,12/9/2019,21479,White Skull Hot Water Bottle,6.19,4,16626,United Kingdom +581567,12/9/2019,23356,Love Hot Water Bottle,6.19,3,16626,United Kingdom +581567,12/9/2019,21137,Black Record Cover Frame,6.19,24,16626,United Kingdom +581570,12/9/2019,22141,Christmas Craft Tree Top Angel,6.19,6,12662,Germany +581570,12/9/2019,22175,Pink Owl Soft Toy,6.19,6,12662,Germany +581570,12/9/2019,21481,Fawn Blue Hot Water Bottle,6.19,4,12662,Germany +581570,12/9/2019,23570,Traditional Pick Up Sticks Game,6.19,12,12662,Germany +581570,12/9/2019,22326,Round Snack Boxes Set Of4 Woodland,6.19,6,12662,Germany +581570,12/9/2019,22331,Woodland Party Bag + Sticker Set,6.19,8,12662,Germany +581570,12/9/2019,22834,Hand Warmer Babushka Design,6.19,12,12662,Germany +581570,12/9/2019,21914,Blue Harmonica In Box,6.19,12,12662,Germany +581570,12/9/2019,22139,Retrospot Tea Set Ceramic 11 Pc,6.19,3,12662,Germany +581570,12/9/2019,23077,Doughnut Lip Gloss,6.19,20,12662,Germany +581570,12/9/2019,20750,Red Retrospot Mini Cases,6.19,2,12662,Germany +581570,12/9/2019,22505,Memo Board Cottage Design,6.19,4,12662,Germany +581571,12/9/2019,23326,Hanging Mini Coloured Bottles,6.19,6,15311,United Kingdom +581571,12/9/2019,21313,Glass Heart T-Light Holder,6.19,1,15311,United Kingdom +581571,12/9/2019,48187,Doormat New England,6.19,1,15311,United Kingdom +581571,12/9/2019,23317,Blue Refectory Clock,6.19,1,15311,United Kingdom +581571,12/9/2019,23197,Sketchbook Magnetic Shopping List,6.19,4,15311,United Kingdo +581571,12/9/2019,21012,Antique All Glass Candlestick,6.19,2,15311,United Kingdom +581571,12/9/2019,22227,Hanging Heart Mirror Decoration,6.19,10,15311,United Kingdom +581571,12/9/2019,22794,Sweetheart Wire Magazine Rack,6.19,1,15311,United Kingdom +581571,12/9/2019,23182,Toilet Sign Occupied Or Vacant,6.19,1,15311,United Kingdom +581571,12/9/2019,21755,Love Building Block Word,6.19,1,15311,United Kingdom +581571,12/9/2019,85053,French Enamel Candleholder,6.19,2,15311,United Kingdom +581571,12/9/2019,23110,Parisienne Key Cabinet,6.19,2,15311,United Kingdom +581571,12/9/2019,21169,You're Confusing Me Metal Sign,6.19,1,15311,United Kingdom +581571,12/9/2019,21258,Victorian Sewing Box Large,6.19,8,15311,United Kingdom +581571,12/9/2019,23168,Classic Cafe Sugar Dispenser,6.19,36,15311,United Kingdom +581571,12/9/2019,23167,Small Ceramic Top Storage Jar,6.19,96,15311,United Kingdom +581571,12/9/2019,21314,Small Glass Heart Trinket Pot,6.19,48,15311,United Kingdom +581571,12/9/2019,21137,Black Record Cover Frame,6.19,24,15311,United Kingdom +581571,12/9/2019,44234,Assorted Circular Mobile,6.19,1,15311,United Kingdom +581571,12/9/2019,84347,Rotating Silver Angels T-Light Hldr,6.19,24,15311,United Kin +581572,12/9/2019,23328,Set 6 School Milk Bottles In Crate,6.19,48,16705,United King +581572,12/9/2019,22627,Mint Kitchen Scales,6.19,4,16705,United Kingdom +581572,12/9/2019,22624,Ivory Kitchen Scales,6.19,4,16705,United Kingdom +581572,12/9/2019,23245,Set Of 3 Regency Cake Tins,6.19,4,16705,United Kingdom +581574,12/9/2019,22326,Round Snack Boxes Set Of4 Woodland,6.19,6,12526,Germany +581574,12/9/2019,22328,Round Snack Boxes Set Of 4 Fruits,6.19,6,12526,Germany +581574,12/9/2019,23238,Set Of 4 Knick Knack Tins London,6.19,6,12526,Germany +581574,12/9/2019,23237,Set Of 4 Knick Knack Tins Leaf,6.19,6,12526,Germany +581574,12/9/2019,21257,Victorian Sewing Box Medium,6.19,2,12526,Germany +581574,12/9/2019,21258,Victorian Sewing Box Large,6.19,2,12526,Germany +581574,12/9/2019,23111,Parisienne Sewing Box,6.19,2,12526,Germany +581574,12/9/2019,22077,6 Ribbons Rustic Charm,6.19,12,12526,Germany +581574,12/9/2019,22074,6 Ribbons Shimmering Pinks,6.19,12,12526,Germany +581574,12/9/2019,22621,Traditional Knitting Nancy,6.19,12,12526,Germany +581574,12/9/2019,23199,Jumbo Bag Apples,6.19,10,12526,Germany +581574,12/9/2019,23581,Jumbo Bag Paisley Park,6.19,10,12526,Germany +581578,12/9/2019,21124,Set/10 Blue Polkadot Party Candles,6.19,24,12713,Germany +581578,12/9/2019,21122,Set/10 Pink Polkadot Party Candles,6.19,24,12713,Germany +581578,12/9/2019,21121,Set/10 Red Polkadot Party Candles,6.19,24,12713,Germany +581578,12/9/2019,23389,Spaceboy Mini Backpack,6.04,4,12713,Germany +581578,12/9/2019,22556,Plasters In Tin Circus Parade,6.19,12,12713,Germany +581578,12/9/2019,22976,Circus Parade Childrens Egg Cup,6.19,12,12713,Germany +581578,12/9/2019,23255,Childrens Cutlery Circus Parade,7.24,12,12713,Germany +581578,12/9/2019,84997D,Childrens Cutlery Polkadot Pink,7.24,8,12713,Germany +581578,12/9/2019,84997B,Childrens Cutlery Retrospot Red,7.24,8,12713,Germany +581578,12/9/2019,84997C,Childrens Cutlery Polkadot Blue,7.24,8,12713,Germany +581578,12/9/2019,22555,Plasters In Tin Strongman,7.24,12,12713,Germany +581578,12/9/2019,21914,Blue Harmonica In Box,7.24,12,12713,Germany +581578,12/9/2019,22549,Picture Dominoes,7.24,24,12713,Germany +581578,12/9/2019,21918,Set 12 Kids Colour Chalk Sticks,7.24,24,12713,Germany +581578,12/9/2019,22992,Revolver Wooden Ruler,7.24,12,12713,Germany +581578,12/9/2019,22991,Giraffe Wooden Ruler,7.24,12,12713,Germany +581578,12/9/2019,23229,Vintage Donkey Tail Game,7.24,6,12713,Germany +581578,12/9/2019,22622,Box Of Vintage Alphabet Blocks,6.19,6,12713,Germany +581578,12/9/2019,21506,Fancy Font Birthday Card,6.19,12,12713,Germany +581578,12/9/2019,21507,Elephant Birthday Card,6.19,12,12713,Germany +581578,12/9/2019,23037,Candle Holder Silver Madeline,6.19,12,12713,Germany +581578,12/9/2019,23550,Wrap Alphabet Poster,6.19,25,12713,Germany +581578,12/9/2019,22711,Wrap Circus Parade,6.19,25,12713,Germany +581578,12/9/2019,21497,Fancy Fonts Birthday Wrap,6.19,25,12713,Germany +581578,12/9/2019,22704,Wrap Red Apples,6.19,25,12713,Germany +581578,12/9/2019,22585,Pack Of 6 Birdy Gift Tags,6.19,12,12713,Germany diff --git a/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/python-solution/task.py b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/python-solution/task.py new file mode 100644 index 0000000000000..59da926dc6a18 --- /dev/null +++ b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/python-solution/task.py @@ -0,0 +1,99 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# beam-playground: +# name: FinalSolution1 +# description: Final challenge solution 1. +# multifile: true +# files: +# - name: input.csv +# context_line: 57 +# categories: +# - Quickstart +# complexity: ADVANCED +# tags: +# - hellobeam + + +import apache_beam as beam +import logging +import re +from apache_beam.transforms import window, trigger +from apache_beam.transforms.combiners import CountCombineFn + + +class Transaction: + def __init__(self, transaction_no, date, product_no, product_name, price, quantity, customer_no, country): + self.transaction_no = transaction_no + self.date = date + self.product_no = product_no + self.product_name = product_name + self.price = price + self.quantity = quantity + self.customer_no = customer_no + self.country = country + + def __str__(self): + return f"Transaction(transaction_no={self.transaction_no}, date='{self.date}', product_no='{self.product_no}', product_name='{self.product_name}', price={self.price}, quantity={self.quantity}, customer_no={self.customer_no}, country='{self.country}')" + + +class ExtractDataFn(beam.DoFn): + def process(self, element): + items = re.split(r',(?=(?:[^"]*"[^"]*")*[^"]*$)', element) + if items[0] != 'TransactionNo': + yield Transaction(items[0], items[1], items[2], items[3], items[4], items[5], items[6], items[7]) + + +def partitionTransactions(element, num_partitions): + if float(element.price) >= 10: + return 0 + else: + return 1 + + +def run(): + with beam.Pipeline() as pipeline: + transactions = (pipeline + | 'Read from text file' >> beam.io.ReadFromText('input.csv') + | 'Extract Data' >> beam.ParDo(ExtractDataFn()) + ) + + windowed_transactions = (transactions + | 'Window' >> beam.WindowInto(window.FixedWindows(30), trigger=trigger.AfterWatermark( + early=trigger.AfterProcessingTime(5).has_ontime_pane(), late=trigger.AfterAll()), + allowed_lateness=30, + accumulation_mode=trigger.AccumulationMode.DISCARDING)) + + partition = (windowed_transactions + | 'Filtering' >> beam.Filter(lambda t: int(t.quantity) >= 20) + | 'Partition transactions' >> beam.Partition(partitionTransactions, 2)) + + biggerThan10 = partition[0] + smallerThan10 = partition[1] + + (biggerThan10 + | 'Map product_no and price for bigger' >> beam.Map(lambda transaction: (transaction.product_no, float(transaction.price))) + | 'Calculate sum for price more than 10' >> beam.CombinePerKey(sum) + | 'Write price more than 10 results to text file' >> beam.io.WriteToText('price_more_than_10', '.txt', shard_name_template='')) + + (smallerThan10 + | 'Map product_no and price for smaller' >> beam.Map(lambda transaction: (transaction.product_no, float(transaction.price))) + | 'Calculate sum for price less than 10' >> beam.CombinePerKey(sum) + | 'Write price less than 10 results to text file' >> beam.io.WriteToText('price_less_than_10', '.txt', shard_name_template='')) + +if __name__ == '__main__': + logging.getLogger().setLevel(logging.INFO) + run() diff --git a/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/unit-info.yaml b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/unit-info.yaml new file mode 100644 index 0000000000000..d6483f02d2db7 --- /dev/null +++ b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-1/unit-info.yaml @@ -0,0 +1,27 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. +# + +sdk: + - Java + - Python + - Go +id: final-challenge-1 +name: Final Challenge 1 +taskName: FinalChallenge1 +solutionName: FinalSolution1 diff --git a/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/description.md b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/description.md new file mode 100644 index 0000000000000..cfef46df9cdc2 --- /dev/null +++ b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/description.md @@ -0,0 +1,22 @@ + +### Final challenge 2 + +You are given a file analyzed.csv which maps words to sentiments. Using this, analyze kinglear.txt. Output PCollections counting the number of **negative words** and **positive words** as well as PCollections counting the number of **positive words with strong modal** and **positive words with weak modal**. + +Example rows from input file: + +| Word | Negative | Positive | Uncertainty | Litigious | Strong_Modal | Weak_Modal | Constraining | +|--------------|----------|----------|-------------|-----------|--------------|------------|--------------| +| NONSEVERABLE | 0 | 0 | 0 | 2011 | 0 | 0 | 0 | +| DISFAVOR | 2009 | 0 | 0 | 0 | 0 | 0 | 0 | +| COMPLIMENT | 0 | 2009 | 0 | 0 | 0 | 0 | 0 | \ No newline at end of file diff --git a/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/go-challenge/analysis.csv b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/go-challenge/analysis.csv new file mode 100644 index 0000000000000..5c4a1246021eb --- /dev/null +++ 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+HARMFUL,2009,0,0,0,0,0,0 +HARSH,2009,0,0,0,0,0,0 +HARSHNESS,2009,0,0,0,0,0,0 +NONJUDICIAL,0,0,0,2009,0,0,0 +NONPAYMENTS,2009,0,0,0,0,0,0 \ No newline at end of file diff --git a/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/go-challenge/main.go b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/go-challenge/main.go new file mode 100644 index 0000000000000..29e6db175a93a --- /dev/null +++ b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/go-challenge/main.go @@ -0,0 +1,69 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// beam-playground: +// name: FinalChallenge2 +// description: Final challenge 2. +// multifile: true +// files: +// - name: analysis.csv +// context_line: 54 +// categories: +// - Quickstart +// complexity: ADVANCED +// tags: +// - hellobeam + +package main + +import ( + "context" + "log" + "strings" + + "github.com/apache/beam/sdks/v2/go/pkg/beam" + "github.com/apache/beam/sdks/v2/go/pkg/beam/io/textio" + "github.com/apache/beam/sdks/v2/go/pkg/beam/x/beamx" + "github.com/apache/beam/sdks/v2/go/pkg/beam/x/debug" +) + +func main() { + + beam.Init() + + p := beam.NewPipeline() + s := p.Root() + + shakespeare := textio.Read(s, "gs://apache-beam-samples/shakespeare/kinglear.txt") + + debug.Print(s, getWords(s, shakespeare)) + + err := beamx.Run(context.Background(), p) + if err != nil { + log.Fatalf("Failed to execute job: %v", err) + } +} + +func getWords(s beam.Scope, input beam.PCollection) beam.PCollection { + return beam.ParDo(s, func(line string, emit func(string)) { + c := strings.Split(strings.ToLower(line), " ") + for _, word := range c { + emit(word) + } + }, input) +} diff --git a/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/go-solution/analysis.csv b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/go-solution/analysis.csv new file mode 100644 index 0000000000000..5c4a1246021eb --- /dev/null +++ b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/go-solution/analysis.csv @@ -0,0 +1,3877 @@ 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a/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/go-solution/main.go b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/go-solution/main.go new file mode 100644 index 0000000000000..0765b87574d27 --- /dev/null +++ b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/go-solution/main.go @@ -0,0 +1,171 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// beam-playground: +// name: FinalSolution2 +// description: Final challenge solution 2. +// multifile: true +// files: +// - name: analysis.csv +// context_line: 54 +// categories: +// - Quickstart +// complexity: ADVANCED +// tags: +// - hellobeam + +package main + +import ( + "context" + "fmt" + "github.com/apache/beam/sdks/v2/go/pkg/beam" + "github.com/apache/beam/sdks/v2/go/pkg/beam/io/textio" + "github.com/apache/beam/sdks/v2/go/pkg/beam/log" + "github.com/apache/beam/sdks/v2/go/pkg/beam/transforms/filter" + "github.com/apache/beam/sdks/v2/go/pkg/beam/transforms/stats" + "github.com/apache/beam/sdks/v2/go/pkg/beam/x/beamx" + "github.com/apache/beam/sdks/v2/go/pkg/beam/x/debug" + "strings" +) + +type Analysis struct { + Word string + Negative string + Positive string + Uncertainty string + Litigious string + Strong string + Weak string + Constraining string +} + +func (a Analysis) toString() string { + return fmt.Sprintf("Word: %s, Negative: %s, Positive: %s, Uncertainty: %s, Litigious: %s, Strong: %s, Weak: %s, Constraining: %s", + a.Word, a.Negative, a.Positive, a.Uncertainty, a.Litigious, a.Strong, a.Weak, a.Constraining) +} + +func main() { + + ctx := context.Background() + + beam.Init() + + p := beam.NewPipeline() + s := p.Root() + + shakespeare := textio.Read(s, "gs://apache-beam-samples/shakespeare/kinglear.txt") + shakespeareWords := getWords(s, shakespeare) + analysis := textio.Read(s, "analysis.csv") + analysisRecords := parseAnalysis(s, analysis) + + result := matchWords(s, shakespeareWords, analysisRecords) + + parts := partition(s, result) + + negativeWords := parts[0] + positiveWords := parts[1] + + negativeWordsCount := extractCountFn("negative", s, negativeWords) + positiveWordsCount := extractCountFn("positive", s, positiveWords) + debug.Print(s, negativeWordsCount) + debug.Print(s, positiveWordsCount) + + negativeWordsCountWithModel := extractModelCountFn("negative-with-model", s, negativeWords) + positiveWordsCountWithModel := extractModelCountFn("positive-with-model", s, positiveWords) + debug.Print(s, negativeWordsCountWithModel) + debug.Print(s, positiveWordsCountWithModel) + + err := beamx.Run(ctx, p) + + if err != nil { + log.Exitf(context.Background(), "Failed to execute job: %v", err) + } +} + +func parseAnalysis(s beam.Scope, input beam.PCollection) beam.PCollection { + return beam.ParDo(s, func(line string, emit func(analysis Analysis)) { + parts := strings.Split(line, ",") + if parts[1] != "Negative" { + emit(Analysis{ + Word: strings.ToLower(parts[0]), + Negative: parts[1], + Positive: parts[2], + Uncertainty: parts[3], + Litigious: parts[4], + Strong: parts[5], + Weak: parts[6], + Constraining: parts[7], + }) + } + }, input) +} + +func getWords(s beam.Scope, input beam.PCollection) beam.PCollection { + return beam.ParDo(s, func(line string, emit func(string)) { + c := strings.Split(strings.ToLower(line), " ") + for _, word := range c { + emit(word) + } + }, input) +} + +func matchWords(s beam.Scope, input beam.PCollection, viewPCollection beam.PCollection) beam.PCollection { + view := beam.SideInput{ + Input: viewPCollection, + } + return beam.ParDo(s, matchFn, input, view) +} + +func matchFn(word string, view func(analysis *Analysis) bool, emit func(Analysis)) { + var newAnalysis Analysis + for view(&newAnalysis) { + if word == newAnalysis.Word { + emit(newAnalysis) + } + } +} + +func partition(s beam.Scope, input beam.PCollection) []beam.PCollection { + return beam.Partition(s, 3, func(analysis Analysis) int { + if analysis.Negative != "0" { + return 0 + } + if analysis.Positive != "0" { + return 1 + } + return 2 + }, input) +} + +func extractCountFn(prefix string, s beam.Scope, input beam.PCollection) beam.PCollection { + col := beam.ParDo(s, func(analysis Analysis, emit func(string2 string)) { + emit(prefix) + }, input) + return stats.Count(s, col) +} + +func extractModelCountFn(prefix string, s beam.Scope, input beam.PCollection) beam.PCollection { + col := filter.Include(s, input, func(analysis Analysis) bool { + return analysis.Strong != "0" || analysis.Weak != "0" + }) + result := beam.ParDo(s, func(analysis Analysis, emit func(string2 string)) { + emit(prefix) + }, col) + return stats.Count(s, result) +} diff --git a/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/hint1.md b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/hint1.md new file mode 100644 index 0000000000000..e95938f45123c --- /dev/null +++ b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/hint1.md @@ -0,0 +1,182 @@ + +{{if (eq .Sdk "go")}} +1. Process the file with the analyzed words to return a `PCollection` with `Analysis` objects. + + Write own DoFn `func parseAnalysis(s beam.Scope, input beam.PCollection) beam.PCollection { + return beam.ParDo(s, func(line string, emit func(analysis Analysis)) { + parts := strings.Split(line, ",") + if parts[0] != "Word" { + emit(Analysis{ + Word: strings.ToLower(parts[0]), + Negative: parts[1], + Positive: parts[2], + Uncertainty: parts[3], + Litigious: parts[4], + Strong: parts[5], + Weak: parts[6], + Constraining: parts[7], + }) + } + }, input) + }` +2. Add a fixed-window that runs for 30 seconds. And add a trigger that works after the first element with a delay of 5 seconds. + + Window and trigger: `trigger := trigger.AfterEndOfWindow().EarlyFiring(trigger.AfterProcessingTime(). + PlusDelay(5 * time.Second)). + LateFiring(trigger.Repeat(trigger.AfterCount(1))) + fixedWindowedItems := beam.WindowInto(s, window.NewFixedWindows(30*time.Second), shakespeareWords, + beam.Trigger(trigger), + beam.AllowedLateness(30*time.Second), + beam.PanesDiscard(), + ) + ` + +3. Write your own function that works with `side-input`. Its logic should check whether the words from shakespeare are contained in the list of analyzed words + + Function: `func matchWords(s beam.Scope, input beam.PCollection, viewPCollection beam.PCollection) beam.PCollection { + view := beam.SideInput{ + Input: viewPCollection, + } + return beam.ParDo(s, matchFn, input, view) + } + func matchFn(word string, view func(analysis *Analysis) bool, emit func(analysis Analysis)) { + var newAnalysis Analysis + for view(&newAnalysis) { + if word == newAnalysis.Word { + emit(newAnalysis) + } + } + }` +4. Divide the words into portions in the first **positive** words. In the **second** negative. And all the others in the third. + + Partition:`func partition(s beam.Scope, input beam.PCollection) []beam.PCollection { + return beam.Partition(s, 3, func(analysis Analysis) int { + if analysis.Negative != "0" { + return 0 + } + if analysis.Positive != "0" { + return 1 + } + return 2 + }, input) + } + ` +5. To calculate the count with windows, use `ParDo` with `stats.Count(s, col)`. + + Apply the transformation: `func extractCountFn(prefix string, s beam.Scope, input beam.PCollection) beam.PCollection { + col := beam.ParDo(s, func(analysis Analysis, emit func(string2 string)) { + emit(prefix) + }, input) + return stats.Count(s, col) + }` + +6. To identify words with amplifying effects, you need to add a filter. + + Function: `func extractModelCountFn(prefix string, s beam.Scope, input beam.PCollection) beam.PCollection { + col := filter.Include(s, input, func(analysis Analysis) bool { + return analysis.Strong != "0" || analysis.Weak != "0" + }) + result := beam.ParDo(s, func(analysis Analysis, emit func(string2 string)) { + emit(prefix) + }, col) + return stats.Count(s, result) + }` +{{end}} + +{{if (eq .Sdk "java")}} +1. Change `getAnalysisPCollection` so that it returns a `PCollection` with `Row` objects. + + Write own DoFn `static class SentimentAnalysisExtractFn extends DoFn { + @ProcessElement + public void processElement(ProcessContext c) { + String[] items = c.element().split(","); + if (!items[1].equals("Negative")) { + c.output(Row.withSchema(schema) + .addValues(items[0].toLowerCase(), items[1], items[2], items[3], items[4], items[5], items[6], items[7]) + .build()); + } + } + }` +2. To use the analyzed words in the `side-input`, turn to `.apply(View.asList())` +3. Add a fixed-window that runs for 30 seconds `Window.into(Fixed Windows.of(Duration.standard Seconds(30)))`. And add a trigger that works after the first element with a delay of 5 seconds `AfterProcessingTime.pastFirstElementInPane().plusDelayOf(Duration.standardSeconds(5))` +4. Write your own function that works with `side-input`. Its logic should check whether the words from shakespeare are contained in the list of analyzed words + + Function: `static PCollection getAnalysis(PCollection pCollection, PCollectionView> viewAnalysisPCollection) { + return pCollection.apply(ParDo.of(new DoFn() { + @ProcessElement + public void processElement(@Element String word, OutputReceiver out, ProcessContext context) { + List analysisPCollection = context.sideInput(viewAnalysisPCollection); + analysisPCollection.forEach(it -> { + if (it.getString("word").equals(word)) { + out.output(it); + } + }); + } + }).withSideInputs(viewAnalysisPCollection)).setCoder(RowCoder.of(schema)); + }` +5. Divide the words into portions in the first **positive** words. In the **second** negative. And all the others in the third. + + Partition:`static PCollectionList getPartitions(PCollection input) { + return input + .apply(Partition.of(3, + (Partition.PartitionFn) (analysis, numPartitions) -> { + if (!analysis.getString("positive").equals("0")) { + return 0; + } + if (!analysis.getString("negative").equals("0")) { + return 1; + } + return 2; + })); + }` +6. To calculate the count with windows, use `Combine.globally` with `withoutDefaults()`. Apply the transformation `.apply(Combine.globally(Count.combineFn()).withoutDefaults())` + +7. To identify words with amplifying effects, you need to add a filter `.apply(Filter.by(it -> !it.getString("strong").equals("0") || !it.getString("weak").equals("0")))` +{{end}} +{{if (eq .Sdk "python")}} +1. Process the file with the analyzed words to return a `PCollection` with `Analysis` objects. + + Write own DoFn `class ExtractAnalysis(beam.DoFn): + def process(self, element): + items = re.split(r',(?=(?:[^"]*"[^"]*")*[^"]*$)', element) + if items[1] != 'Negative': + yield Analysis(items[0].lower(), items[1], items[2], items[3], items[4], items[5], items[6], items[7]) + ` +2. Add a fixed-window that runs for 30 seconds. And add a trigger that works after the first element with a delay of 5 seconds. + + Window and trigger: `windowed_words = (shakespeare + | 'Window' >> beam.WindowInto(window.FixedWindows(30), trigger=trigger.AfterWatermark( + early=trigger.AfterProcessingTime(5).has_ontime_pane(), late=trigger.AfterAll()), allowed_lateness=30, + accumulation_mode=trigger.AccumulationMode.DISCARDING))` +3. To use the analyzed words in the `side-input`, turn to `windowed_words | beam.ParDo(MatchWordDoFn(), beam.pvalue.AsList(analysis))` +4. Write your own function that works with `side-input`. Its logic should check whether the words from shakespeare are contained in the list of analyzed words + + Function: `class MatchWordDoFn(beam.DoFn): + def process(self, element, analysis): + for a in analysis: + if a.word == element: + yield a` +5. Divide the words into portions in the first **positive** words. In the **second** negative. And all the others in the third. + Partition: `class Partition(beam.PTransform):def expand(self, pcoll):return pcoll | beam.Partition(self._analysis_partition_fn, 3) + @staticmethod + def _analysis_partition_fn(analysis, num_partitions): + if analysis.positive != "0": + return 0 + elif analysis.negative != "0": + return 1 + else:return 2 + ` +6. To calculate the count with windows, use `beam.CombineGlobally` with `withoutDefaults()`. Apply the transformation `beam.CombineGlobally(CountCombineFn()).without_defaults()` + +7. To identify words with amplifying effects, you need to add a filter `beam.Filter(lambda analysis: analysis.strong != '0' or analysis.weak != '0')` +{{end}} \ No newline at end of file diff --git a/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/java-challenge/Task.java b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/java-challenge/Task.java new file mode 100644 index 0000000000000..99eab35d359f2 --- /dev/null +++ b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/java-challenge/Task.java @@ -0,0 +1,107 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// beam-playground: +// name: FinalChallenge2 +// description: Final challenge 2. +// multifile: true +// files: +// - name: analysis.csv +// context_line: 50 +// categories: +// - Quickstart +// complexity: ADVANCED +// tags: +// - hellobeam + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.io.TextIO; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.schemas.Schema; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.Filter; +import org.apache.beam.sdk.transforms.FlatMapElements; +import org.apache.beam.sdk.values.PCollection; +import org.apache.beam.sdk.values.TypeDescriptors; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.util.Arrays; + +public class Task { + private static final Logger LOG = LoggerFactory.getLogger(Task.class); + private static final Integer WINDOW_TIME = 30; + private static final Integer TIME_OUTPUT_AFTER_FIRST_ELEMENT = 5; + private static final Integer ALLOWED_LATENESS_TIME = 1; + + private static final Schema schema = Schema.builder() + .addField("word", Schema.FieldType.STRING) + .addField("negative", Schema.FieldType.STRING) + .addField("positive", Schema.FieldType.STRING) + .addField("uncertainty", Schema.FieldType.STRING) + .addField("litigious", Schema.FieldType.STRING) + .addField("strong", Schema.FieldType.STRING) + .addField("weak", Schema.FieldType.STRING) + .addField("constraining", Schema.FieldType.STRING) + .build(); + + + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.fromArgs(args).withValidation().create(); + runChallenge(options); + } + + static void runChallenge(PipelineOptions options) { + Pipeline pipeline = Pipeline.create(options); + + PCollection shakespeare = getPCollection(pipeline); + + pipeline.run(); + } + + public static PCollection getPCollection(Pipeline pipeline) { + PCollection rides = pipeline.apply(TextIO.read().from("gs://apache-beam-samples/shakespeare/kinglear.txt")); + return rides.apply(FlatMapElements.into(TypeDescriptors.strings()).via(line -> Arrays.asList(line.toLowerCase().split(" ")))) + .apply(Filter.by((String word) -> !word.isEmpty())); + } + + public static PCollection getAnalysisPCollection(Pipeline pipeline) { + PCollection words = pipeline.apply(TextIO.read().from("analysis.csv")); + return words; + } + + static class LogOutput extends DoFn { + + private final String prefix; + + LogOutput() { + this.prefix = "Processing element"; + } + + LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) { + LOG.info(prefix + ": " + c.element()); + c.output(c.element()); + } + } +} diff --git a/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/java-challenge/analysis.csv b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/java-challenge/analysis.csv new file mode 100644 index 0000000000000..5c4a1246021eb --- /dev/null +++ b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/java-challenge/analysis.csv @@ -0,0 +1,3877 @@ +Word,Negative,Positive,Uncertainty,Litigious,Strong_Modal,Weak_Modal,Constraining +NONSEVERABLE,0,0,0,2011,0,0,0 +DISFAVOR,2009,0,0,0,0,0,0 +DISGORGE,2009,0,0,0,0,0,0 +COMPLICATES,2009,0,0,0,0,0,0 +COMPLIMENT,0,2009,0,0,0,0,0 +COMPLIMENTS,0,2009,0,0,0,0,0 +MISSTATE,2009,0,0,0,0,0,0 +MISSTATES,2009,0,0,0,0,0,0 +MISTAKE,2009,0,0,0,0,0,0 +MISTAKING,2009,0,0,0,0,0,0 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0000000000000..2c94779c33e8d --- /dev/null +++ b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/java-solution/Task.java @@ -0,0 +1,167 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// beam-playground: +// name: FinalSolution2 +// description: Final challenge solution 2. +// multifile: true +// files: +// - name: analysis.csv +// context_line: 98 +// categories: +// - Quickstart +// complexity: ADVANCED +// tags: +// - hellobeam + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.coders.RowCoder; +import org.apache.beam.sdk.io.TextIO; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.schemas.Schema; +import org.apache.beam.sdk.transforms.*; +import org.apache.beam.sdk.values.*; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + +import java.util.Arrays; +import java.util.List; + +public class Task { + private static final Logger LOG = LoggerFactory.getLogger(Task.class); + private static final Schema schema = Schema.builder() + .addField("word", Schema.FieldType.STRING) + .addField("negative", Schema.FieldType.STRING) + .addField("positive", Schema.FieldType.STRING) + .addField("uncertainty", Schema.FieldType.STRING) + .addField("litigious", Schema.FieldType.STRING) + .addField("strong", Schema.FieldType.STRING) + .addField("weak", Schema.FieldType.STRING) + .addField("constraining", Schema.FieldType.STRING) + .build(); + + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.fromArgs(args).create(); + Pipeline pipeline = Pipeline.create(options); + + PCollection shakespeare = getPCollection(pipeline); + PCollection analysisPCollection = getAnalysisPCollection(pipeline); + + PCollectionView> viewAnalysisPCollection = analysisPCollection + .setCoder(RowCoder.of(schema)) + .apply(View.asList()); + + PCollection result = getAnalysis(shakespeare, viewAnalysisPCollection); + + PCollectionList pCollectionList = getPartitions(result); + + PCollection positivePCollection = pCollectionList.get(0).setCoder(RowCoder.of(schema)); + PCollection negativePCollection = pCollectionList.get(1).setCoder(RowCoder.of(schema)); + + positivePCollection + .apply(Combine.globally(Count.combineFn()).withoutDefaults()) + .apply(ParDo.of(new LogOutput<>("Positive word count"))); + + positivePCollection + .apply(Filter.by(it -> !it.getString("strong").equals("0") || !it.getString("weak").equals("0"))) + .apply(Combine.globally(Count.combineFn()).withoutDefaults()) + .apply(ParDo.of(new LogOutput<>("Positive words with enhanced effect count"))); + + negativePCollection + .apply(Combine.globally(Count.combineFn()).withoutDefaults()) + .apply(ParDo.of(new LogOutput<>("Negative word count"))); + + negativePCollection + .apply(Filter.by(it -> !it.getString("strong").equals("0") || !it.getString("weak").equals("0"))) + .apply(Combine.globally(Count.combineFn()).withoutDefaults()) + .apply(ParDo.of(new LogOutput<>("Negative words with enhanced effect count"))); + + pipeline.run().waitUntilFinish(); + } + + static PCollectionList getPartitions(PCollection input) { + return input + .apply(Partition.of(3, + (Partition.PartitionFn) (analysis, numPartitions) -> { + if (!analysis.getString("positive").equals("0")) { + return 0; + } + if (!analysis.getString("negative").equals("0")) { + return 1; + } + return 2; + })); + } + + static PCollection getAnalysis(PCollection pCollection, PCollectionView> viewAnalysisPCollection) { + return pCollection.apply(ParDo.of(new DoFn() { + @ProcessElement + public void processElement(@Element String word, OutputReceiver out, ProcessContext context) { + List analysisPCollection = context.sideInput(viewAnalysisPCollection); + analysisPCollection.forEach(it -> { + if (it.getString("word").equals(word)) { + out.output(it); + } + }); + } + }).withSideInputs(viewAnalysisPCollection)).setCoder(RowCoder.of(schema)); + } + + public static PCollection getPCollection(Pipeline pipeline) { + PCollection rides = pipeline.apply(TextIO.read().from("gs://apache-beam-samples/shakespeare/kinglear.txt")); + return rides.apply(FlatMapElements.into(TypeDescriptors.strings()).via(line -> Arrays.asList(line.toLowerCase().split(" ")))) + .apply(Filter.by((String word) -> !word.isEmpty())); + } + + public static PCollection getAnalysisPCollection(Pipeline pipeline) { + PCollection words = pipeline.apply(TextIO.read().from("analysis.csv")); + return words.apply(ParDo.of(new SentimentAnalysisExtractFn())); + } + + static class SentimentAnalysisExtractFn extends DoFn { + @ProcessElement + public void processElement(ProcessContext c) { + String[] items = c.element().split(","); + if (!items[1].equals("Negative")) { + c.output(Row.withSchema(schema) + .addValues(items[0].toLowerCase(), items[1], items[2], items[3], items[4], items[5], items[6], items[7]) + .build()); + } + } + } + + static class LogOutput extends DoFn { + + private final String prefix; + + LogOutput() { + this.prefix = "Processing element"; + } + + LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) { + LOG.info(prefix + ": " + c.element()); + c.output(c.element()); + } + } +} \ No newline at end of file diff --git a/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/java-solution/analysis.csv b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/java-solution/analysis.csv new file mode 100644 index 0000000000000..5c4a1246021eb --- /dev/null +++ b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/java-solution/analysis.csv @@ -0,0 +1,3877 @@ 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Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# beam-playground: +# name: FinalChallenge2 +# description: Final challenge 2. +# multifile: true +# files: +# - name: analysis.csv +# context_line: 50 +# categories: +# - Quickstart +# complexity: ADVANCED +# tags: +# - hellobeam + +import re +import apache_beam as beam +from apache_beam.io import ReadFromText +from apache_beam.options.pipeline_options import PipelineOptions +from apache_beam.transforms import window, trigger +from apache_beam.transforms.combiners import CountCombineFn + + +class SplitWords(beam.DoFn): + def process(self, element): + return element.lower().split(" ") + + +class Analysis: + def __init__(self, word, negative, positive, uncertainty, litigious, strong, weak, constraining): + self.word = word + self.negative = negative + self.positive = positive + self.uncertainty = uncertainty + self.litigious = litigious + self.strong = strong + self.weak = weak + self.constraining = constraining + + def __str__(self): + return (f'Analysis(word={self.word}, negative={self.negative}, positive={self.positive}, ' + f'uncertainty={self.uncertainty}, litigious={self.litigious}, strong={self.strong}, ' + f'weak={self.weak}, constraining={self.constraining})') + +def run(): + pipeline_options = PipelineOptions() + with beam.Pipeline(options=pipeline_options) as p: + shakespeare = (p + | 'Read from text file' >> ReadFromText('gs://apache-beam-samples/shakespeare/kinglear.txt') + | 'Split into words' >> beam.ParDo(SplitWords()) + | 'Filter empty words' >> beam.Filter(bool)) + +if __name__ == "__main__": + run() diff --git a/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/python-solution/analysis.csv b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/python-solution/analysis.csv new file mode 100644 index 0000000000000..5c4a1246021eb --- /dev/null +++ b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/python-solution/analysis.csv @@ -0,0 +1,3877 @@ +Word,Negative,Positive,Uncertainty,Litigious,Strong_Modal,Weak_Modal,Constraining +NONSEVERABLE,0,0,0,2011,0,0,0 +DISFAVOR,2009,0,0,0,0,0,0 +DISGORGE,2009,0,0,0,0,0,0 +COMPLICATES,2009,0,0,0,0,0,0 +COMPLIMENT,0,2009,0,0,0,0,0 +COMPLIMENTS,0,2009,0,0,0,0,0 +MISSTATE,2009,0,0,0,0,0,0 +MISSTATES,2009,0,0,0,0,0,0 +MISTAKE,2009,0,0,0,0,0,0 +MISTAKING,2009,0,0,0,0,0,0 +MISUNDERSTANDING,2009,0,0,0,0,0,0 +MISUSED,2009,0,0,0,0,0,0 +MONOPOLISTS,2009,0,0,0,0,0,0 +MONOPOLIZES,2009,0,0,0,0,0,0 +MORATORIUM,2009,0,0,0,0,0,0 +MOTHBALLING,2009,0,0,0,0,0,0 +SLOW,2009,0,0,0,0,0,0 +SLOWER,2009,0,0,0,0,0,0 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agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# beam-playground: +# name: FinalSolution2 +# description: Final challenge solution 2. +# multifile: true +# files: +# - name: analysis.csv +# context_line: 57 +# categories: +# - Quickstart +# complexity: ADVANCED +# tags: +# - hellobeam + +import re +import apache_beam as beam +from apache_beam.io import ReadFromText +from apache_beam.options.pipeline_options import PipelineOptions +from apache_beam.transforms.combiners import CountCombineFn + + +class SplitWords(beam.DoFn): + def process(self, element): + return element.lower().split(" ") + + +class Analysis: + def __init__(self, word, negative, positive, uncertainty, litigious, strong, weak, constraining): + self.word = word + self.negative = negative + self.positive = positive + self.uncertainty = uncertainty + self.litigious = litigious + self.strong = strong + self.weak = weak + self.constraining = constraining + + def __str__(self): + return (f'Analysis(word={self.word}, negative={self.negative}, positive={self.positive}, ' + f'uncertainty={self.uncertainty}, litigious={self.litigious}, strong={self.strong}, ' + f'weak={self.weak}, constraining={self.constraining})') + + +class ExtractAnalysis(beam.DoFn): + def process(self, element): + items = re.split(r',(?=(?:[^"]*"[^"]*")*[^"]*$)', element) + if items[1] != 'Negative': + yield Analysis(items[0].lower(), items[1], items[2], items[3], items[4], items[5], items[6], items[7]) + + +class Partition(beam.PTransform): + def expand(self, pcoll): + return pcoll | beam.Partition(self._analysis_partition_fn, 3) + + @staticmethod + def _analysis_partition_fn(analysis, num_partitions): + if analysis.positive != "0": + return 0 + elif analysis.negative != "0": + return 1 + else: + return 2 + + +class LogOutput(beam.DoFn): + def __init__(self, message): + self.message = message + + def process(self, element): + print(f"{self.message}: {element}") + + +class MatchWordDoFn(beam.DoFn): + def process(self, element, analysis): + for a in analysis: + if a.word == element: + yield a + + +def run(): + pipeline_options = PipelineOptions() + with beam.Pipeline(options=pipeline_options) as p: + shakespeare = (p + | 'Read from text file' >> ReadFromText('gs://apache-beam-samples/shakespeare/kinglear.txt') + | 'Split into words' >> beam.ParDo(SplitWords()) + | 'Filter empty words' >> beam.Filter(bool)) + + analysis = (p + | 'Read from csv file' >> ReadFromText('analysis.csv') + | 'Extract Analysis' >> beam.ParDo(ExtractAnalysis())) + + matches = shakespeare | beam.ParDo(MatchWordDoFn(), beam.pvalue.AsList(analysis)) + + result = matches | Partition() + + positive_words = result[0] + negative_words = result[1] + + (positive_words + | 'Count Positive Words' >> beam.CombineGlobally(CountCombineFn()).without_defaults() + | 'Log Positive Words' >> beam.ParDo(LogOutput('Positive word count'))) + + (positive_words + | 'Filter Strong or Weak Positive Words' >> beam.Filter( + lambda analysis: analysis.strong != '0' or analysis.weak != '0') + | 'Count Strong or Weak Positive Words' >> beam.CombineGlobally(CountCombineFn()).without_defaults() + | 'Log Strong or Weak Positive Words' >> beam.ParDo(LogOutput('Positive words with enhanced effect count'))) + + (negative_words + | 'Count Negative Words' >> beam.CombineGlobally(CountCombineFn()).without_defaults() + | 'Log Negative Words' >> beam.ParDo(LogOutput('Negative word count'))) + + (negative_words + | 'Filter Strong or Weak Negative Words' >> beam.Filter( + lambda analysis: analysis.strong != '0' or analysis.weak != '0') + | 'Count Strong or Weak Negative Words' >> beam.CombineGlobally(CountCombineFn()).without_defaults() + | 'Log Strong or Weak Negative Words' >> beam.ParDo(LogOutput('Negative words with enhanced effect count'))) + +if __name__ == "__main__": + run() diff --git a/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/unit-info.yaml b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/unit-info.yaml new file mode 100644 index 0000000000000..9bd80fe93f335 --- /dev/null +++ b/learning/tour-of-beam/learning-content/final-challenge/final-challenge-2/unit-info.yaml @@ -0,0 +1,27 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. +# + +sdk: + - Java + - Python + - Go +id: final-challenge-2 +name: Final Challenge 2 +taskName: FinalChallenge2 +solutionName: FinalSolution2 diff --git a/learning/tour-of-beam/learning-content/final-challenge/module-info.yaml b/learning/tour-of-beam/learning-content/final-challenge/module-info.yaml new file mode 100644 index 0000000000000..e031bd36da09c --- /dev/null +++ b/learning/tour-of-beam/learning-content/final-challenge/module-info.yaml @@ -0,0 +1,29 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. +# + +sdk: + - Java + - Python + - Go +id: final-challenge +name: Final challenge +complexity: ADVANCED +content: +- final-challenge-1 +- final-challenge-2 diff --git a/learning/tour-of-beam/learning-content/introduction/introduction-concepts/creating-collections/from-memory/go-example/from_memory.go b/learning/tour-of-beam/learning-content/introduction/introduction-concepts/creating-collections/from-memory/go-example/from_memory.go index ef8cccb3bc19e..5ed38c2c8331d 100644 --- a/learning/tour-of-beam/learning-content/introduction/introduction-concepts/creating-collections/from-memory/go-example/from_memory.go +++ b/learning/tour-of-beam/learning-content/introduction/introduction-concepts/creating-collections/from-memory/go-example/from_memory.go @@ -17,7 +17,7 @@ // name: ParDo // description: ParDo example. // multifile: false -// context_line: 32 +// context_line: 37 // categories: // - Quickstart // complexity: BASIC diff --git a/learning/tour-of-beam/learning-content/introduction/introduction-concepts/creating-collections/reading-from-csv/go-example/csvExample.go b/learning/tour-of-beam/learning-content/introduction/introduction-concepts/creating-collections/reading-from-csv/go-example/csvExample.go index a3417354a3071..1967afc143813 100644 --- a/learning/tour-of-beam/learning-content/introduction/introduction-concepts/creating-collections/reading-from-csv/go-example/csvExample.go +++ b/learning/tour-of-beam/learning-content/introduction/introduction-concepts/creating-collections/reading-from-csv/go-example/csvExample.go @@ -20,7 +20,7 @@ // name: CSV // description: CSV example. // multifile: false -// context_line: 44 +// context_line: 49 // categories: // - Quickstart // complexity: BASIC diff --git a/learning/tour-of-beam/learning-content/introduction/introduction-concepts/creating-collections/reading-from-text/go-example/textIo.go b/learning/tour-of-beam/learning-content/introduction/introduction-concepts/creating-collections/reading-from-text/go-example/textIo.go index 38d18d59bb005..3a59f2a95807e 100644 --- a/learning/tour-of-beam/learning-content/introduction/introduction-concepts/creating-collections/reading-from-text/go-example/textIo.go +++ b/learning/tour-of-beam/learning-content/introduction/introduction-concepts/creating-collections/reading-from-text/go-example/textIo.go @@ -19,7 +19,7 @@ // name: TextIO // description: TextIO example. // multifile: false -// context_line: 46 +// context_line: 51 // categories: // - Quickstart // complexity: BASIC diff --git a/learning/tour-of-beam/learning-content/introduction/introduction-concepts/pipeline-concepts/creating-pipeline/go-example/main.go b/learning/tour-of-beam/learning-content/introduction/introduction-concepts/pipeline-concepts/creating-pipeline/go-example/main.go index 05e8e0af767ba..d86e9881fc1bd 100644 --- a/learning/tour-of-beam/learning-content/introduction/introduction-concepts/pipeline-concepts/creating-pipeline/go-example/main.go +++ b/learning/tour-of-beam/learning-content/introduction/introduction-concepts/pipeline-concepts/creating-pipeline/go-example/main.go @@ -17,7 +17,7 @@ // name: creating-pipeline // description: Creating pipeline example. // multifile: false -// context_line: 34 +// context_line: 39 // categories: // - Quickstart // complexity: BASIC diff --git a/learning/tour-of-beam/learning-content/introduction/introduction-concepts/runner-concepts/description.md b/learning/tour-of-beam/learning-content/introduction/introduction-concepts/runner-concepts/description.md index 93345d3c2cfae..bbb9764349157 100644 --- a/learning/tour-of-beam/learning-content/introduction/introduction-concepts/runner-concepts/description.md +++ b/learning/tour-of-beam/learning-content/introduction/introduction-concepts/runner-concepts/description.md @@ -150,7 +150,6 @@ python -m apache_beam.examples.wordcount --input gs://dataflow-samples/shakespea ``` {{end}} -{{if (eq .Sdk "java" "python")}} ### Apache Flink runner The Apache Flink Runner can be used to execute Beam pipelines using Apache Flink. For execution, you can choose between a cluster execution mode (e.g. Yarn/Kubernetes/Mesos) or a local embedded execution mode which is useful for testing pipelines. The Flink Runner and Flink are suitable for large scale, continuous jobs, and provide: @@ -164,6 +163,29 @@ The Apache Flink Runner can be used to execute Beam pipelines using Apache Flink Additionally, you can read more about the Apache Flink Runner [here](https://beam.apache.org/documentation/runners/flink/) #### Run example + +{{if (eq .Sdk "go")}} + +Need import: +``` +"github.com/apache/beam/sdks/v2/go/pkg/beam/runners/flink" +``` + +It is necessary to give an endpoint where the runner is raised with `--endpoint`: +``` +$ go install github.com/apache/beam/sdks/v2/go/examples/wordcount +# As part of the initial setup, for non linux users - install package unix before run +$ go get -u golang.org/x/sys/unix +$ wordcount --input gs://dataflow-samples/shakespeare/kinglear.txt \ +--output gs:///counts \ +--runner flink \ +--project your-gcp-project \ +--region your-gcp-region \ +--temp_location gs:///tmp/ \ +--staging_location gs:///binaries/ \ +--worker_harness_container_image=apache/beam_go_sdk:latest \ +--endpoint=localhost:8081 +``` {{end}} {{if (eq .Sdk "java")}} @@ -229,7 +251,6 @@ with beam.Pipeline(options) as p: ``` {{end}} -{{if (eq .Sdk "java" "python")}} ### Apache Spark runner The Apache Spark Runner can be used to execute Beam pipelines using Apache Spark. The Spark Runner can execute Spark pipelines just like a native Spark application; deploying a self-contained application for local mode, running on Spark’s Standalone RM, or using YARN or Mesos. @@ -246,6 +267,28 @@ Additionally, you can read more about the Apache Spark Runner [here](https://bea #### Run example +{{if (eq .Sdk "go")}} + +Need import: +``` +"github.com/apache/beam/sdks/v2/go/pkg/beam/runners/spark" +``` + +It is necessary to give an endpoint where the runner is raised with `--endpoint`: +``` +$ go install github.com/apache/beam/sdks/v2/go/examples/wordcount +# As part of the initial setup, for non linux users - install package unix before run +$ go get -u golang.org/x/sys/unix +$ wordcount --input gs://dataflow-samples/shakespeare/kinglear.txt \ +--output gs:///counts \ +--runner spark \ +--project your-gcp-project \ +--region your-gcp-region \ +--temp_location gs:///tmp/ \ +--staging_location gs:///binaries/ \ +--worker_harness_container_image=apache/beam_go_sdk:latest \ +--endpoint=localhost:8081 +``` {{end}} {{if (eq .Sdk "java")}} @@ -347,7 +390,7 @@ python -m apache_beam.examples.wordcount --input /path/to/inputfile \ ``` {{end}} -{{if (eq .Sdk "java")}} +{{if (eq .Sdk "java" "go")}} ### Samza runner The Apache Samza Runner can be used to execute Beam pipelines using Apache Samza. The Samza Runner executes Beam pipeline in a Samza application and can run locally. The application can further be built into a .tgz file, and deployed to a YARN cluster or Samza standalone cluster with Zookeeper. @@ -363,7 +406,33 @@ The Samza Runner and Samza are suitable for large scale, stateful streaming jobs Additionally, you can read more about the Samza Runner [here](https://beam.apache.org/documentation/runners/samza/) #### Run example +{{end}} + +{{if (eq .Sdk "go")}} +Need import: +``` +"github.com/apache/beam/sdks/v2/go/pkg/beam/runners/samza" +``` + +It is necessary to give an endpoint where the runner is raised with `--endpoint`: +``` +$ go install github.com/apache/beam/sdks/v2/go/examples/wordcount +# As part of the initial setup, for non linux users - install package unix before run +$ go get -u golang.org/x/sys/unix +$ wordcount --input gs://dataflow-samples/shakespeare/kinglear.txt \ +--output gs:///counts \ +--runner samza \ +--project your-gcp-project \ +--region your-gcp-region \ +--temp_location gs:///tmp/ \ +--staging_location gs:///binaries/ \ +--worker_harness_container_image=apache/beam_go_sdk:latest \ +--endpoint=localhost:8081 +``` +{{end}} + +{{if (eq .Sdk "java")}} You can specify your dependency on the Samza Runner by adding the following to your `pom.xml`: ``` diff --git a/learning/tour-of-beam/learning-content/io/big-query-io/read-query/go-example/main.go b/learning/tour-of-beam/learning-content/io/big-query-io/read-query/go-example/main.go index fec979ad7eda0..49ab6057bac25 100644 --- a/learning/tour-of-beam/learning-content/io/big-query-io/read-query/go-example/main.go +++ b/learning/tour-of-beam/learning-content/io/big-query-io/read-query/go-example/main.go @@ -18,9 +18,11 @@ // beam-playground: // name: read-query -// description: BigQuery read query example. +// description: BigQueryIO read query example. // multifile: false -// context_line: 40 +// context_line: 42 +// never_run: true +// always_run: true // categories: // - Quickstart // complexity: ADVANCED @@ -29,47 +31,49 @@ package main import ( - _ "context" - _ "flag" - _ "github.com/apache/beam/sdks/v2/go/pkg/beam" - _ "github.com/apache/beam/sdks/v2/go/pkg/beam/io/bigqueryio" - _ "github.com/apache/beam/sdks/v2/go/pkg/beam/log" - _ "github.com/apache/beam/sdks/v2/go/pkg/beam/x/beamx" - _ "github.com/apache/beam/sdks/v2/go/pkg/beam/x/debug" + "context" + "github.com/apache/beam/sdks/v2/go/pkg/beam" + "github.com/apache/beam/sdks/v2/go/pkg/beam/io/bigqueryio" + "github.com/apache/beam/sdks/v2/go/pkg/beam/log" + "github.com/apache/beam/sdks/v2/go/pkg/beam/transforms/top" + "github.com/apache/beam/sdks/v2/go/pkg/beam/x/beamx" + "github.com/apache/beam/sdks/v2/go/pkg/beam/x/debug" + + "cloud.google.com/go/bigquery" internal_log "log" - _ "reflect" + "reflect" ) -// Define the data model: The CommentRow struct is defined, which models one row of HackerNews comments. -//The bigquery tag in the struct field is used to map the struct field to the BigQuery column. -type CommentRow struct { - Text string `bigquery:"text"` +type Game struct { + GameID bigquery.NullString `bigquery:"gameId"` + GameNumber bigquery.NullInt64 `bigquery:"gameNumber"` + SeasonID bigquery.NullString `bigquery:"seasonId"` + Year bigquery.NullInt64 `bigquery:"year"` + Type bigquery.NullString `bigquery:"type"` + DayNight bigquery.NullString `bigquery:"dayNight"` + Duration bigquery.NullString `bigquery:"duration"` } -// Construct the BigQuery query: A constant query is defined that selects the text column -// from the bigquery-public-data.hacker_news.comments table for a certain time range. -const query = `SELECT text -FROM ` + "`bigquery-public-data.hacker_news.comments`" + ` -WHERE time_ts BETWEEN '2013-01-01' AND '2014-01-01' -LIMIT 1000 -` - func main() { internal_log.Println("Running Task") - /* - ctx := context.Background() - p := beam.NewPipeline() - s := p.Root() - project := "tess-372508" - // Build a PCollection by querying BigQuery. - rows := bigqueryio.Query(s, project, query, - reflect.TypeOf(CommentRow{}), bigqueryio.UseStandardSQL()) + ctx := context.Background() + p := beam.NewPipeline() + s := p.Root() + project := "apache-beam-testing" - debug.Print(s, rows) + // Build a PCollection by querying BigQuery. + rows := bigqueryio.Query(s, project, "select * from `bigquery-public-data.baseball.schedules`", + reflect.TypeOf(Game{}), bigqueryio.UseStandardSQL()) - // Now that the pipeline is fully constructed, we execute it. - if err := beamx.Run(ctx, p); err != nil { - log.Exitf(ctx, "Failed to execute job: %v", err) - }*/ + fixedSizeLines := top.Largest(s, rows, 5, less) + + debug.Print(s, fixedSizeLines) + // Now that the pipeline is fully constructed, we execute it. + if err := beamx.Run(ctx, p); err != nil { + log.Exitf(ctx, "Failed to execute job: %v", err) + } +} +func less(a, b Game) bool { + return true } diff --git a/learning/tour-of-beam/learning-content/io/big-query-io/read-query/java-example/Task.java b/learning/tour-of-beam/learning-content/io/big-query-io/read-query/java-example/Task.java index 256c70919ce77..12c1fbcd9b48f 100644 --- a/learning/tour-of-beam/learning-content/io/big-query-io/read-query/java-example/Task.java +++ b/learning/tour-of-beam/learning-content/io/big-query-io/read-query/java-example/Task.java @@ -27,11 +27,10 @@ // tags: // - hellobeam +import com.google.api.services.bigquery.model.TableRow; import org.apache.beam.sdk.Pipeline; -import org.apache.beam.sdk.coders.DoubleCoder; import org.apache.beam.sdk.io.gcp.bigquery.BigQueryIO; -import org.apache.beam.sdk.io.gcp.bigquery.BigQueryOptions; -import org.apache.beam.sdk.io.gcp.bigquery.SchemaAndRecord; +import org.apache.beam.sdk.io.gcp.bigquery.BigQueryIO.TypedRead; import org.apache.beam.sdk.options.PipelineOptions; import org.apache.beam.sdk.options.PipelineOptionsFactory; import org.apache.beam.sdk.transforms.DoFn; @@ -40,52 +39,49 @@ import org.slf4j.Logger; import org.slf4j.LoggerFactory; -public class Task { +public class Task { private static final Logger LOG = LoggerFactory.getLogger(Task.class); - public static void main(String[] args) { - LOG.info("Running Task"); - System.setProperty("GOOGLE_APPLICATION_CREDENTIALS", "to\\path\\credential.json"); - PipelineOptions options = PipelineOptionsFactory.fromArgs(args).create(); - options.setTempLocation("gs://bucket"); - options.as(BigQueryOptions.class).setProject("project-id"); + private static final String WEATHER_SAMPLES_QUERY = + "select * from `clouddataflow-readonly.samples.weather_stations`"; - Pipeline pipeline = Pipeline.create(options); + public static void applyBigQueryTornadoes(Pipeline p) { + /*TypedRead bigqueryIO = + BigQueryIO.readTableRows() + .fromQuery(WEATHER_SAMPLES_QUERY) + .usingStandardSql(); - // pCollection.apply(BigQueryIO.read(... - This part of the pipeline reads from a BigQuery table using a SQL query and stores the result in a PCollection. - // The BigQueryIO.read() function is used to read from BigQuery. It is configured with a lambda function to extract a field from each record. - // The .fromQuery("SELECT field FROM project-id.dataset.table") - // specifies the SQL query used to read from BigQuery. You should replace "field", "project-id", "dataset", and "table" with your specific field name, project id, dataset name, and table name, respectively. -/* - PCollection pCollection = pipeline - .apply(BigQueryIO.read( - (SchemaAndRecord elem) -> (Double) elem.getRecord().get("field")) - .fromQuery( - "SELECT field FROM `project-id.dataset.table`") - .usingStandardSql() - .withCoder(DoubleCoder.of())); - pCollection - .apply("Log words", ParDo.of(new LogOutput<>())); -*/ - pipeline.run(); + PCollection rowsFromBigQuery = p.apply(bigqueryIO); + + rowsFromBigQuery + .apply(ParDo.of(new LogOutput<>("Result: ")));*/ + } + + public static void runBigQueryTornadoes(PipelineOptions options) { + Pipeline p = Pipeline.create(options); + applyBigQueryTornadoes(p); + p.run().waitUntilFinish(); + } + + public static void main(String[] args) { + PipelineOptions options = + PipelineOptionsFactory.fromArgs(args).withValidation().as(PipelineOptions.class); + runBigQueryTornadoes(options); } static class LogOutput extends DoFn { private final String prefix; - LogOutput() { - this.prefix = "Processing element"; - } - LogOutput(String prefix) { this.prefix = prefix; } @ProcessElement - public void processElement(ProcessContext c) throws Exception { - LOG.info(prefix + ": {}", c.element()); + public void processElement(ProcessContext c) { + LOG.info(prefix + c.element()); + c.output(c.element()); } } -} \ No newline at end of file +} diff --git a/learning/tour-of-beam/learning-content/io/big-query-io/read-query/python-example/task.py b/learning/tour-of-beam/learning-content/io/big-query-io/read-query/python-example/task.py index 1fab9964d6706..fbb1e1e302d19 100644 --- a/learning/tour-of-beam/learning-content/io/big-query-io/read-query/python-example/task.py +++ b/learning/tour-of-beam/learning-content/io/big-query-io/read-query/python-example/task.py @@ -14,10 +14,12 @@ # See the License for the specific language governing permissions and # limitations under the License. -# beam-playground-broken: +# beam-playground: # name: read-query -# description: TextIO read query example. +# description: BigQueryIO read query example. # multifile: false +# never_run: true +# always_run: true # context_line: 34 # categories: # - Quickstart @@ -26,39 +28,43 @@ # - hellobeam import argparse +import os +import warnings + import apache_beam as beam -from apache_beam.io import ReadFromText -from apache_beam.io import WriteToBigQuery -from apache_beam.options.pipeline_options import PipelineOptions -from apache_beam.options.pipeline_options import SetupOptions +from apache_beam.options.pipeline_options import PipelineOptions, GoogleCloudOptions, SetupOptions +from apache_beam.io.gcp.bigquery import ReadFromBigQueryRequest, ReadAllFromBigQuery + +class WeatherData: + def __init__(self, station_number, wban_number, year, month, day): + self.station_number = station_number + self.wban_number = wban_number + self.year = year + self.month = month + self.day = day + def __str__(self): + return f"Weather Data: Station {self.station_number} (WBAN {self.wban_number}), Date: {self.year}-{self.month}-{self.day}" def run(argv=None): parser = argparse.ArgumentParser() - parser.add_argument('--input', - dest='input', - default='gs://bucket', - help='Input file to process.') known_args, pipeline_args = parser.parse_known_args(argv) pipeline_options = PipelineOptions(pipeline_args) - pipeline_options.view_as(SetupOptions).save_main_session = True + pipeline_options.view_as(PipelineOptions) - """ - (p | 'ReadTable' >> ReadFromBigQuery(query='SELECT * FROM project-id.dataset.table') - This part of the - pipeline reads from a BigQuery table using a SQL query and processes the result. The ReadFromBigQuery( - query='SELECT * FROM project-id.dataset.table') function is used to read from BigQuery. 'LogOutput' >> - beam.Map(lambda elem: print(f"Processing element: {elem['field']}"))) - This part of the pipeline processes the - PCollection and logs the output to the console. It prints the 'field' column from each row in the table. - """ - with beam.Pipeline(options=pipeline_options) as p: - (p #| 'ReadTable' >> beam.io.Read(beam.io.BigQuerySource(query='SELECT * FROM `project-id.dataset.table`'))) - # Each row is a dictionary where the keys are the BigQuery columns - #| beam.Map(lambda elem: elem['field']) - ) + with beam.Pipeline(options=pipeline_options, argv=argv) as p: + (p + # | 'ReadFromBigQuery' >> beam.io.ReadFromBigQuery(query='select * from `apache-beam-testing.clouddataflow_samples.weather_stations`',use_standard_sql=True, + # method=beam.io.ReadFromBigQuery.Method.DIRECT_READ) + # | beam.combiners.Sample.FixedSizeGlobally(5) + # | beam.FlatMap(lambda line: line) + # | beam.Map(lambda element: WeatherData(element['station_number'],element['wban_number'],element['year'],element['month'],element['day'])) + # | beam.Map(print) + ) if __name__ == '__main__': - run() + run() diff --git a/learning/tour-of-beam/learning-content/io/big-query-io/read-table/description.md b/learning/tour-of-beam/learning-content/io/big-query-io/read-table/description.md index ef0231fe90d53..23344989d0aa8 100644 --- a/learning/tour-of-beam/learning-content/io/big-query-io/read-table/description.md +++ b/learning/tour-of-beam/learning-content/io/big-query-io/read-table/description.md @@ -20,8 +20,7 @@ limitations under the License. {{if (eq .Sdk "go")}} ``` -rows := bigqueryio.Read(s, bigquery.TableReference{ProjectID: projectID, DatasetID: datasetID, TableID: tableID}) -beam.ParDo0(s, &logOutput{}, rows) +rows := bigqueryio.Read(s, project, "bigquery-public-data:baseball.schedules", reflect.TypeOf(Game{})) ``` The `bigqueryio.Read()` method is called with a `bigquery.TableReference` object that specifies the project, dataset, and table IDs for the `BigQuery` table to read from. @@ -35,11 +34,8 @@ The `logOutput` struct is defined as a custom `DoFn` that implements the Process {{end}} {{if (eq .Sdk "java")}} ``` -PCollection rows = - pipeline - .apply( - "Read from BigQuery query", - BigQueryIO.readTableRows().from("tess-372508.fir.xasw") + PCollection pCollection = pipeline + .apply("ReadFromBigQuery", BigQueryIO.readTableRows().from("clouddataflow-readonly:samples.weather_stations").withMethod(TypedRead.Method.DIRECT_READ)) ``` The `BigQueryIO.readTableRows()` method is called to create a `BigQueryIO.Read` transform that will read data from a `BigQuery` table. @@ -50,10 +46,11 @@ The `Read` transform returns a `PCollection` of `TableRow` objects, which repres {{end}} {{if (eq .Sdk "python")}} ``` -p | 'ReadTable' >> beam.io.ReadFromBigQuery(table=table_spec) | beam.Map(lambda elem: elem['max_temperature']) +p | 'ReadFromBigQuery' >> beam.io.ReadFromBigQuery(table='apache-beam-testing:clouddataflow_samples.weather_stations', + method=beam.io.ReadFromBigQuery.Method.DIRECT_READ) ``` -The `beam.io.ReadFromBigQuery()` method is called to create a `Read` transform that will read data from a `BigQuery` table. The `table_spec` parameter specifies the name of the `BigQuery` table to read from, along with any other configuration options such as **project ID**, **dataset ID**, or **query**. +The `beam.io.ReadFromBigQuery()` method is called to create a `Read` transform that will read data from a `BigQuery` table. The `table` parameter specifies the name of the `BigQuery` table to read from, along with any other configuration options such as **project ID**, **dataset ID**, or **query**. The Read transform returns a `PCollection` of dict objects, where each dictionary represents a single row of data in the `BigQuery` table. {{end}} \ No newline at end of file diff --git a/learning/tour-of-beam/learning-content/io/big-query-io/read-table/go-example/main.go b/learning/tour-of-beam/learning-content/io/big-query-io/read-table/go-example/main.go index f6966264284da..ef2462f4de362 100644 --- a/learning/tour-of-beam/learning-content/io/big-query-io/read-table/go-example/main.go +++ b/learning/tour-of-beam/learning-content/io/big-query-io/read-table/go-example/main.go @@ -21,6 +21,8 @@ // description: BigQueryIO read table example. // multifile: false // context_line: 42 +// never_run: true +// always_run: true // categories: // - Quickstart // complexity: ADVANCED @@ -30,52 +32,48 @@ package main import ( - _ "context" - _ "flag" - _ "github.com/apache/beam/sdks/v2/go/pkg/beam" - _ "github.com/apache/beam/sdks/v2/go/pkg/beam/io/bigqueryio" - _ "github.com/apache/beam/sdks/v2/go/pkg/beam/log" - _ "github.com/apache/beam/sdks/v2/go/pkg/beam/x/beamx" - _ "github.com/apache/beam/sdks/v2/go/pkg/beam/x/debug" + "context" + "github.com/apache/beam/sdks/v2/go/pkg/beam" + "github.com/apache/beam/sdks/v2/go/pkg/beam/io/bigqueryio" + "github.com/apache/beam/sdks/v2/go/pkg/beam/log" + "github.com/apache/beam/sdks/v2/go/pkg/beam/transforms/top" + "github.com/apache/beam/sdks/v2/go/pkg/beam/x/beamx" + "github.com/apache/beam/sdks/v2/go/pkg/beam/x/debug" + + "cloud.google.com/go/bigquery" internal_log "log" - _ "reflect" - "time" + "reflect" ) -type Comment struct { - ID int `bigquery:"id"` - By string `bigquery:"by"` - Author string `bigquery:"author"` - Time int `bigquery:"time"` - TimeTS time.Time `bigquery:"time_ts"` - Text string `bigquery:"text"` - Parent int `bigquery:"parent"` - Deleted bool `bigquery:"deleted"` - Dead bool `bigquery:"dead"` - Ranking float64 `bigquery:"ranking"` +type Game struct { + GameID bigquery.NullString `bigquery:"gameId"` + GameNumber bigquery.NullInt64 `bigquery:"gameNumber"` + SeasonID bigquery.NullString `bigquery:"seasonId"` + Year bigquery.NullInt64 `bigquery:"year"` + Type bigquery.NullString `bigquery:"type"` + DayNight bigquery.NullString `bigquery:"dayNight"` + Duration bigquery.NullString `bigquery:"duration"` } -// rows := bigqueryio.Read(s, project, "bigquery-public-data:hacker_news.comments", reflect.TypeOf(Comment{})) -// reads data from the specified BigQuery table and produces a PCollection where each element is a Comment. -// The reflect.TypeOf(Comment{}) is used to tell BigQuery the schema of the data. - -// debug.Print(s, rows) prints the elements of the PCollection to stdout for debugging purposes. - func main() { internal_log.Println("Running Task") - /* - ctx := context.Background() - p := beam.NewPipeline() - s := p.Root() - project := "tess-372508" - // Build a PCollection by querying BigQuery. - rows := bigqueryio.Read(s, project, "bigquery-public-data:hacker_news.comments", reflect.TypeOf(Comment{})) + ctx := context.Background() + p := beam.NewPipeline() + s := p.Root() + project := "apache-beam-testing" - debug.Print(s, rows) + // Build a PCollection by querying BigQuery. + rows := bigqueryio.Read(s, project, "bigquery-public-data:baseball.schedules", reflect.TypeOf(Game{})) - // Now that the pipeline is fully constructed, we execute it. - if err := beamx.Run(ctx, p); err != nil { - log.Exitf(ctx, "Failed to execute job: %v", err) - }*/ + fixedSizeLines := top.Largest(s, rows, 5, less) + + debug.Print(s, fixedSizeLines) + // Now that the pipeline is fully constructed, we execute it. + if err := beamx.Run(ctx, p); err != nil { + log.Exitf(ctx, "Failed to execute job: %v", err) + } +} +func less(a, b Game) bool { + return true } diff --git a/learning/tour-of-beam/learning-content/io/big-query-io/read-table/java-example/Task.java b/learning/tour-of-beam/learning-content/io/big-query-io/read-table/java-example/Task.java index 0ec28d151f5d2..206a0c0b8ee03 100644 --- a/learning/tour-of-beam/learning-content/io/big-query-io/read-table/java-example/Task.java +++ b/learning/tour-of-beam/learning-content/io/big-query-io/read-table/java-example/Task.java @@ -20,6 +20,8 @@ // name: read-table // description: BigQueryIO read table example. // multifile: false +// never_run: true +// always_run: true // context_line: 56 // categories: // - Quickstart @@ -33,11 +35,16 @@ import org.apache.beam.sdk.io.gcp.bigquery.BigQueryOptions; import org.apache.beam.sdk.options.PipelineOptions; import org.apache.beam.sdk.options.PipelineOptionsFactory; -import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.Flatten; +import org.apache.beam.sdk.transforms.PTransform; import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.Sample; import org.apache.beam.sdk.values.PCollection; import org.slf4j.Logger; import org.slf4j.LoggerFactory; +import org.apache.beam.sdk.io.gcp.bigquery.BigQueryIO.TypedRead; + public class Task { @@ -45,26 +52,29 @@ public class Task { public static void main(String[] args) { LOG.info("Running Task"); - System.setProperty("GOOGLE_APPLICATION_CREDENTIALS", "to\\path\\credential.json"); PipelineOptions options = PipelineOptionsFactory.fromArgs(args).create(); - options.setTempLocation("gs://bucket"); - options.as(BigQueryOptions.class).setProject("project-id"); + options.as(BigQueryOptions.class).setProject("apache-beam-testing"); Pipeline pipeline = Pipeline.create(options); /* - * BigQueryIO.readTableRows().from("bucket.project-id.table") reads from the specified BigQuery table, and outputs a - * PCollection of TableRow objects. Each TableRow represents a row in the BigQuery table. - * The .apply("Log words", ParDo.of(new LogOutput<>())) line applies a ParDo transform that logs each row. This is done using the LogOutput class, a custom DoFn (element-wise function). - * LogOutput class: This is a custom DoFn that logs each element in the input PCollection. This is used to inspect the data in the pipeline for debugging or monitoring purposes. - */ -/* + * BigQueryIO.readTableRows().from("bucket.project-id.table") reads from the specified BigQuery table, and outputs a + * PCollection of TableRow objects. Each TableRow represents a row in the BigQuery table. + * The .apply("Log words", ParDo.of(new LogOutput<>())) line applies a ParDo transform that logs each row. This is done using the LogOutput class, a custom DoFn (element-wise function). + * LogOutput class: This is a custom DoFn that logs each element in the input PCollection. This is used to inspect the data in the pipeline for debugging or monitoring purposes. + */ + PCollection pCollection = pipeline - .apply("ReadFromBigQuery", BigQueryIO.readTableRows().from("bucket.project-id.table")); + .apply("ReadFromBigQuery", BigQueryIO.readTableRows().from("clouddataflow-readonly:samples.weather_stations").withMethod(TypedRead.Method.DIRECT_READ)); - pCollection + final PTransform, PCollection>> sample = Sample.fixedSizeGlobally(5); + + PCollection limitedPCollection = pCollection.apply(sample).apply(Flatten.iterables()); + + + limitedPCollection .apply("Log words", ParDo.of(new LogOutput<>())); -*/ + pipeline.run(); diff --git a/learning/tour-of-beam/learning-content/io/big-query-io/read-table/python-example/task.py b/learning/tour-of-beam/learning-content/io/big-query-io/read-table/python-example/task.py index c8fcccbe9e9b5..e89779e5a26bd 100644 --- a/learning/tour-of-beam/learning-content/io/big-query-io/read-table/python-example/task.py +++ b/learning/tour-of-beam/learning-content/io/big-query-io/read-table/python-example/task.py @@ -14,10 +14,12 @@ # See the License for the specific language governing permissions and # limitations under the License. -# beam-playground-broken: +# beam-playground: # name: read-table -# description: TextIO read table example. +# description: BigQueryIO read table example. # multifile: false +# never_run: true +# always_run: true # context_line: 34 # categories: # - Quickstart @@ -27,34 +29,36 @@ import argparse import apache_beam as beam -from apache_beam.io import ReadFromText -from apache_beam.io import WriteToBigQuery -from apache_beam.options.pipeline_options import PipelineOptions -from apache_beam.options.pipeline_options import SetupOptions +from apache_beam.options.pipeline_options import PipelineOptions, GoogleCloudOptions, SetupOptions +class WeatherData: + def __init__(self, station_number, wban_number, year, month, day): + self.station_number = station_number + self.wban_number = wban_number + self.year = year + self.month = month + self.day = day + + def __str__(self): + return f"Weather Data: Station {self.station_number} (WBAN {self.wban_number}), Date: {self.year}-{self.month}-{self.day}" def run(argv=None): parser = argparse.ArgumentParser() - parser.add_argument('--input', - dest='input', - default='gs://bucket', - help='Input file to process.') known_args, pipeline_args = parser.parse_known_args(argv) pipeline_options = PipelineOptions(pipeline_args) - pipeline_options.view_as(SetupOptions).save_main_session = True + pipeline_options.view_as(PipelineOptions) - # ReadFromBigQuery: This operation reads from a BigQuery table and outputs a PCollection of dictionaries. Each - # dictionary represents a row in the BigQuery table, where the keys are the BigQuery column names. beam.Map: This - # operation applies a function to each element in the PCollection, here, it selects a specific field from each row. - with beam.Pipeline(options=pipeline_options) as p: - (p #| 'ReadTable' >> beam.io.ReadFromBigQuery(table='project-id.dataset.table') - # Each row is a dictionary where the keys are the BigQuery columns - #| beam.Map(lambda elem: elem['field']) - ) + with beam.Pipeline(options=pipeline_options, argv=argv) as p: + (p | 'ReadFromBigQuery' >> beam.io.ReadFromBigQuery(table='apache-beam-testing:clouddataflow_samples.weather_stations', + method=beam.io.ReadFromBigQuery.Method.DIRECT_READ) + | beam.combiners.Sample.FixedSizeGlobally(5) + | beam.FlatMap(lambda line: line) + | beam.Map(lambda element: WeatherData(element['station_number'],element['wban_number'],element['year'],element['month'],element['day'])) + | beam.Map(print)) if __name__ == '__main__': - run() + run() diff --git a/learning/tour-of-beam/learning-content/splittable-dofn/module-info.yaml b/learning/tour-of-beam/learning-content/splittable-dofn/module-info.yaml new file mode 100644 index 0000000000000..33573926150f7 --- /dev/null +++ b/learning/tour-of-beam/learning-content/splittable-dofn/module-info.yaml @@ -0,0 +1,30 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. +# + +sdk: + - Java + - Python + - Go +id: splittable-dofn +name: Splittable doFn +complexity: ADVANCED +content: +- splittable + + diff --git a/learning/tour-of-beam/learning-content/splittable-dofn/splittable/description.md b/learning/tour-of-beam/learning-content/splittable-dofn/splittable/description.md new file mode 100644 index 0000000000000..9cc8f1ba2f30b --- /dev/null +++ b/learning/tour-of-beam/learning-content/splittable-dofn/splittable/description.md @@ -0,0 +1,129 @@ + +### Splittable DoFn + +A `Splittable DoFn` is a type of transform in Apache Beam that allows for parallel processing of a large input collection by dividing it into smaller, independent chunks. + +When using a regular `DoFn`, the input collection is processed by a single worker, which can lead to performance bottlenecks and slow processing times for very large inputs. With a `Splittable DoFn`, the input collection is divided into smaller, independent chunks that can be processed by multiple workers in parallel, allowing for faster and more efficient processing. + +`Splittable DoFn`s are designed to work with sources that can be efficiently divided into chunks, such as files or databases. When using a `Splittable DoFn`, the input source is first divided into a set of splits, each of which can be processed independently by a worker. The number of splits is determined dynamically based on the size of the input collection and the available resources. + +Overall, `Splittable DoFn`s are a powerful tool for processing large datasets in parallel, and are an important component of many Apache Beam data processing pipelines. + + +{{if (eq .Sdk "go")}} +To implement `Splittable DoFn` in the Go SDK, we need to create a `struct` with methods. There are basic methods that should be implemented. + +* `CreateInitialRestriction` function is used to create an initial restriction for a Splittable DoFn. function takes a `DoFn` instance, an input element, and a `Restriction` instance, and returns an initial restriction for the input element. +* `SplitRestriction` is a method that is used in `Splittable DoFn` in Apache Beam to split a restriction into smaller sub-restrictions for parallel processing. +* `RestrictionSize` is a method used in `Splittable DoFn` in Apache Beam to specify the size of a restriction. +* `CreateTracker` is a method, creates a `LockRTrackers` tracker that wraps the `offsetRange.NewTracker` for each restriction. +* `ProcessElement` is a user-defined function that is executed for each element in a `PCollection`. It is typically used in a `ParDo` transform, which applies a user-defined function to each element in the input `PCollection`, producing zero or more output elements for each input element. +``` +type readFn struct { +} + +func (fn *readFn) CreateInitialRestriction(_ string, size int64) offsetrange.Restriction { + return offsetrange.Restriction{ + Start: 0, + End: size, + } +} + +func (fn *readFn) SplitRestriction(_ string, _ int64, rest offsetrange.Restriction) []offsetrange.Restriction { + ... + return splits +} + +func (fn *readFn) RestrictionSize(_ string, _ int64, rest offsetrange.Restriction) float64 { + return rest.Size() +} + +func (fn *readFn) CreateTracker(rest offsetrange.Restriction) *sdf.LockRTracker { + return sdf.NewLockRTracker(offsetrange.NewTracker(rest)) +} + +func (fn *readFn) ProcessElement(ctx context.Context, rt *sdf.LockRTracker, filename string, _ int64, emit func(string)) error { + log.Infof(ctx, "Reading from %v", filename) + ... +} +``` +{{end}} +{{if (eq .Sdk "java")}} +To implement `Splittable DoFn` in the Java SDK, we need to create a class with annotated methods which extend `DoFn`. There are basic annotated that should be implemented. + +* `@ProcessElement` is a method-level annotation in Apache Beam that is used to indicate that a method should be executed for each element of an input `PCollection` in a `ParDo` transform. +* `@GetInitialRestriction` is a method-level annotation in Apache Beam that is used to indicate that a method should be executed to generate the initial set of restrictions for a `Splittable DoFn`. +* `@GetRestrictionCoder` -is a method-level annotation in Apache Beam that is used in `Splittable DoFn` to indicate a method that returns a `Coder` for the restriction type of a `DoFn`. A `Splittable DoFn` processes an input collection by dividing it into smaller, independent chunks called restrictions that can be processed in parallel. Each restriction is encoded and decoded by a coder, which is responsible for serializing and deserializing the restriction between workers. +* `@SplitRestriction` is a method-level annotation in Apache Beam that is used in `Splittable DoFn` to indicate a method that splits a restriction into multiple sub-restrictions for parallel processing. +``` +static class SplitLinesFn extends DoFn> { + + @ProcessElement + public void process(ProcessContext c, RestrictionTracker tracker) { + ... + } + + @GetInitialRestriction + public OffsetRange getInitialRestriction(@Element String e) { + ... + } + + @GetRestrictionCoder + public Coder getRestrictionCoder() { + return OffsetRange.Coder.of(); + } + + @SplitRestriction + public void splitRestriction(@Element String input, @Restriction OffsetRange restriction, OutputReceiver receiver) throws Exception { + ... + } +} +``` +{{end}} +{{if (eq .Sdk "python")}} +To implement `Splittable DoFn` in the Python SDK, we need to create a class with methods which extend `DoFn`. In the `process` method, you need to add the `RestrictionParam` parameter which accepts `RestrictionProvider`. There are basic methods that should be implemented. + +* `create_tracker` - is a method used in Apache Beam's `Splittable DoFn` API to create a tracker object for tracking the progress of processing elements within a bundle. +* `initial_restriction` function is used to create an initial restriction for a Splittable DoFn. function takes a `DoFn` instance, an input element, and a `OffsetRestrictionTracker` instance, and returns an initial restriction for the input element. +* `restriction_size` is a method used in `Splittable DoFn` in Apache Beam to specify the size of a restriction. +* `split` - is a method that is used in `Splittable DoFn` in Apache Beam to split a restriction into smaller sub-restrictions for parallel processing. +* `process` is a user-defined function that is executed for each element in a `PCollection`. It is typically used in a `ParDo` transform, which applies a user-defined function to each element in the input `PCollection`, producing zero or more output elements for each input element. +``` +class SplitLinesFn(beam.RestrictionProvider): + def create_tracker(self, restriction): + ... + + def initial_restriction(self, element): + ... + + def restriction_size(self, element, restriction): + ... + + def split(self, element, restriction): + ... + +class MyFileSource(beam.DoFn): + def process(self, element, restriction_tracker=DoFn.RestrictionParam(SplitLinesFn())): + input = element.split() + cur = restriction_tracker.current_restriction().start + while restriction_tracker.try_claim(cur): + yield cur, input[cur] + cur += 1 +``` +{{end}} + +### Playground exercise + +You can implement `Splittable DoFn` for processing for big data. For example, databases. Write a program that reads the database using apache beam using `Splittable DoFn`. diff --git a/learning/tour-of-beam/learning-content/splittable-dofn/splittable/go-example/main.go b/learning/tour-of-beam/learning-content/splittable-dofn/splittable/go-example/main.go new file mode 100644 index 0000000000000..42549f4c51c05 --- /dev/null +++ b/learning/tour-of-beam/learning-content/splittable-dofn/splittable/go-example/main.go @@ -0,0 +1,225 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// beam-playground: +// name: splittable-dofn +// description: Splittable DoFn example +// multifile: false +// context_line: 55 +// categories: +// - Quickstart +// complexity: ADVANCED +// tags: +// - hellobeam + +package main + +import ( + "bufio" + "context" + "fmt" + "github.com/apache/beam/sdks/v2/go/pkg/beam" + "github.com/apache/beam/sdks/v2/go/pkg/beam/core/sdf" + "github.com/apache/beam/sdks/v2/go/pkg/beam/io/filesystem" + "github.com/apache/beam/sdks/v2/go/pkg/beam/io/rtrackers/offsetrange" + "github.com/apache/beam/sdks/v2/go/pkg/beam/log" + "github.com/apache/beam/sdks/v2/go/pkg/beam/transforms/filter" + "github.com/apache/beam/sdks/v2/go/pkg/beam/x/beamx" + "github.com/apache/beam/sdks/v2/go/pkg/beam/x/debug" + "io" + "reflect" + "strings" +) + +func init() { + beam.RegisterType(reflect.TypeOf((*readFn)(nil)).Elem()) + beam.RegisterFunction(sizeFn) + beam.RegisterFunction(expandFn) +} + +func main() { + ctx := context.Background() + + p, s := beam.NewPipelineWithRoot() + + file := Read(s, "gs://apache-beam-samples/counts-00000-of-00003") + + lines := getLines(s, file) + + debug.Print(s, lines) + + err := beamx.Run(ctx, p) + + if err != nil { + log.Exitf(context.Background(), "Failed to execute job: %v", err) + } +} + +func getLines(s beam.Scope, input beam.PCollection) beam.PCollection { + return filter.Include(s, input, func(element string) bool { + return element != "" + }) +} + +func Read(s beam.Scope, glob string) beam.PCollection { + s = s.Scope("Read") + filesystem.ValidateScheme(glob) + + return read(s, beam.Create(s, glob)) +} + +func read(s beam.Scope, col beam.PCollection) beam.PCollection { + files := beam.ParDo(s, expandFn, col) + sized := beam.ParDo(s, sizeFn, files) + return beam.ParDo(s, &readFn{}, sized) +} + +func expandFn(ctx context.Context, glob string, emit func(string)) error { + if strings.TrimSpace(glob) == "" { + return nil // ignore empty string elements here + } + + fs, err := filesystem.New(ctx, glob) + if err != nil { + return err + } + defer fs.Close() + + files, err := fs.List(ctx, glob) + if err != nil { + return err + } + for _, filename := range files { + emit(filename) + } + return nil +} + +func sizeFn(ctx context.Context, filename string) (string, int64, error) { + fs, err := filesystem.New(ctx, filename) + if err != nil { + return "", -1, err + } + defer fs.Close() + + size, err := fs.Size(ctx, filename) + if err != nil { + return "", -1, err + } + return filename, size, nil +} + +type readFn struct { +} + +func (fn *readFn) CreateInitialRestriction(_ string, size int64) offsetrange.Restriction { + return offsetrange.Restriction{ + Start: 0, + End: size, + } +} + +const ( + blockSize int64 = 64 * 1024 * 1024 // 64 MB + tooSmall = blockSize / 4 +) + +func (fn *readFn) SplitRestriction(_ string, _ int64, rest offsetrange.Restriction) []offsetrange.Restriction { + splits := rest.SizedSplits(blockSize) + numSplits := len(splits) + if numSplits > 1 { + last := splits[numSplits-1] + if last.End-last.Start <= tooSmall { + // Last restriction is too small, so merge it with previous one. + splits[numSplits-2].End = last.End + splits = splits[:numSplits-1] + } + } + return splits +} + +func (fn *readFn) RestrictionSize(_ string, _ int64, rest offsetrange.Restriction) float64 { + return rest.Size() +} + +// CreateTracker creates sdf.LockRTrackers wrapping offsetRange.Trackers for +// each restriction. +func (fn *readFn) CreateTracker(rest offsetrange.Restriction) *sdf.LockRTracker { + return sdf.NewLockRTracker(offsetrange.NewTracker(rest)) +} + +func (fn *readFn) ProcessElement(ctx context.Context, rt *sdf.LockRTracker, filename string, _ int64, emit func(string)) error { + log.Infof(ctx, "Reading from %v", filename) + + fs, err := filesystem.New(ctx, filename) + if err != nil { + return err + } + defer fs.Close() + + fd, err := fs.OpenRead(ctx, filename) + if err != nil { + return err + } + defer fd.Close() + + rd := bufio.NewReader(fd) + + i := rt.GetRestriction().(offsetrange.Restriction).Start + if i > 0 { + i-- + n, err := rd.Discard(int(i)) // Scan to just before restriction. + if err == io.EOF { + return fmt.Errorf("TextIO restriction lies outside the file being read. "+ + "Restriction begins at %v bytes, but file is only %v bytes.", i+1, n) + } + if err != nil { + return err + } + line, err := rd.ReadString('\n') // Read until the first line within the restriction. + if err == io.EOF { + // No lines start in the restriction but it's still valid, so + // finish claiming before returning to avoid errors. + rt.TryClaim(rt.GetRestriction().(offsetrange.Restriction).End) + return nil + } + if err != nil { + return err + } + i += int64(len(line)) + } + + // Claim each line until we claim a line outside the restriction. + for rt.TryClaim(i) { + line, err := rd.ReadString('\n') + if err == io.EOF { + if len(line) != 0 { + emit(strings.TrimSuffix(line, "\n")) + } + // Finish claiming restriction before breaking to avoid errors. + rt.TryClaim(rt.GetRestriction().(offsetrange.Restriction).End) + break + } + if err != nil { + return err + } + emit(strings.TrimSuffix(line, "\n")) + i += int64(len(line)) + } + return nil +} \ No newline at end of file diff --git a/learning/tour-of-beam/learning-content/splittable-dofn/splittable/java-example/Task.java b/learning/tour-of-beam/learning-content/splittable-dofn/splittable/java-example/Task.java new file mode 100644 index 0000000000000..6ac6cec6e9092 --- /dev/null +++ b/learning/tour-of-beam/learning-content/splittable-dofn/splittable/java-example/Task.java @@ -0,0 +1,122 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 +/* + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// beam-playground: +// name: splittable-dofn +// description: Splittable DoFn example. +// multifile: false +// context_line: 48 +// categories: +// - Quickstart +// complexity: ADVANCED +// tags: +// - hellobeam + +import org.apache.beam.sdk.Pipeline; +import org.apache.beam.sdk.coders.Coder; +import org.apache.beam.sdk.io.range.OffsetRange; +import org.apache.beam.sdk.options.PipelineOptions; +import org.apache.beam.sdk.options.PipelineOptionsFactory; +import org.apache.beam.sdk.transforms.Create; +import org.apache.beam.sdk.transforms.DoFn; +import org.apache.beam.sdk.transforms.ParDo; +import org.apache.beam.sdk.transforms.splittabledofn.RestrictionTracker; +import org.apache.beam.sdk.values.KV; +import org.apache.beam.sdk.values.PCollection; +import org.slf4j.Logger; +import org.slf4j.LoggerFactory; + + +public class Task { + + + public static void main(String[] args) { + PipelineOptions options = PipelineOptionsFactory.fromArgs(args).create(); + + Pipeline pipeline = Pipeline.create(options); + + PCollection input = pipeline.apply(Create.of("Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book. It has survived not only five centuries, but also the leap into electronic typesetting, remaining essentially unchanged. It was popularised in the 1960s with the release of Letraset sheets containing Lorem Ipsum passages, and more recently with desktop publishing software like Aldus PageMaker including versions of Lorem Ipsum.")); + + + input + .apply(ParDo.of(new SplitLinesFn())) + .apply(ParDo.of(new LogOutput<>())); + + + pipeline.run().waitUntilFinish(); + } + + + static class SplitLinesFn extends DoFn> { + private static final Integer batchSize = 5; + + @ProcessElement + public void process(ProcessContext c, RestrictionTracker tracker) { + String[] words = c.element().split(" "); + for (long i = tracker.currentRestriction().getFrom(); tracker.tryClaim(i); ++i) { + c.output(KV.of(i, words[(int) i])); + } + } + + @GetInitialRestriction + public OffsetRange getInitialRestriction(@Element String e) { + return new OffsetRange(0, e.split(" ").length); + } + + @GetRestrictionCoder + public Coder getRestrictionCoder() { + return OffsetRange.Coder.of(); + } + + @SplitRestriction + public void splitRestriction(@Element String input, @Restriction OffsetRange restriction, OutputReceiver receiver) throws Exception { + long start = restriction.getFrom(); + long size = restriction.getTo(); + long splitSizeBytes = size / batchSize; + + while (start < size) { + long splitEnd = start + splitSizeBytes; + if (splitEnd >= size) { + splitEnd = size; + } + receiver.output(new OffsetRange(start, splitEnd)); + start = splitEnd; + } + } + } + + static class LogOutput extends DoFn { + + private static final Logger LOG = LoggerFactory.getLogger(Task.class); + + private final String prefix; + + LogOutput() { + this.prefix = "Processing element"; + } + + LogOutput(String prefix) { + this.prefix = prefix; + } + + @ProcessElement + public void processElement(ProcessContext c) throws Exception { + LOG.info(prefix + ": {}", c.element()); + } + } +} \ No newline at end of file diff --git a/learning/tour-of-beam/learning-content/splittable-dofn/splittable/python-example/task.py b/learning/tour-of-beam/learning-content/splittable-dofn/splittable/python-example/task.py new file mode 100644 index 0000000000000..890048c46ec52 --- /dev/null +++ b/learning/tour-of-beam/learning-content/splittable-dofn/splittable/python-example/task.py @@ -0,0 +1,74 @@ +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# beam-playground: +# name: splittable-dofn +# description: Splittable DoFn example. +# multifile: false +# context_line: 64 +# categories: +# - Quickstart +# complexity: BASIC +# tags: +# - hellobeam + +import apache_beam as beam +from apache_beam import DoFn +from apache_beam.io import restriction_trackers +from apache_beam.io.restriction_trackers import OffsetRange + + +class SplitLinesFn(beam.RestrictionProvider): + def create_tracker(self, restriction): + return restriction_trackers.OffsetRestrictionTracker(restriction) + + def initial_restriction(self, element): + return OffsetRange(0, len(element.split())) + + def restriction_size(self, element, restriction): + return restriction.size() + + def split(self, element, restriction): + start = restriction.start + size = restriction.stop - restriction.start + split_size_bytes = size // 5 + while start < restriction.stop: + split_end = start + split_size_bytes + if split_end >= restriction.stop: + split_end = restriction.stop + yield OffsetRange(start, split_end) + start = split_end + +class MyFileSource(beam.DoFn): + def process(self, element, restriction_tracker=DoFn.RestrictionParam(SplitLinesFn())): + input = element.split() + cur = restriction_tracker.current_restriction().start + while restriction_tracker.try_claim(cur): + yield cur, input[cur] + cur += 1 + + +with beam.Pipeline() as p: + lines = (p | 'Create' >> beam.Create(["Lorem Ipsum is simply dummy text of the printing and typesetting industry. " + "Lorem Ipsum has been the industry's standard dummy text ever since the " + "1500s, when an unknown printer took a galley of type and scrambled it to " + "make a type specimen book. It has survived not only five centuries, " + "but also the leap into electronic typesetting, remaining essentially " + "unchanged. It was popularised in the 1960s with the release of Letraset " + "sheets containing Lorem Ipsum passages, and more recently with desktop " + "publishing software like Aldus PageMaker including versions of Lorem Ipsum."]) + | beam.ParDo(MyFileSource()) + | 'Print' >> beam.Map(print)) diff --git a/learning/tour-of-beam/learning-content/splittable-dofn/splittable/unit-info.yaml b/learning/tour-of-beam/learning-content/splittable-dofn/splittable/unit-info.yaml new file mode 100644 index 0000000000000..c657dc64c351d --- /dev/null +++ b/learning/tour-of-beam/learning-content/splittable-dofn/splittable/unit-info.yaml @@ -0,0 +1,27 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. +# + +sdk: + - Java + - Python + - Go +id: splittable +name: Splittable doFn +complexity: ADVANCED +taskName: splittable-dofn diff --git a/learning/tour-of-beam/terraform/build.gradle.kts b/learning/tour-of-beam/terraform/build.gradle.kts index 8c320dd242a7c..30d30309273ca 100644 --- a/learning/tour-of-beam/terraform/build.gradle.kts +++ b/learning/tour-of-beam/terraform/build.gradle.kts @@ -49,7 +49,7 @@ tasks.register("terraformRef") { tasks.register("terraformApplyBackend") { group = "backend-deploy" - + val pg_router_host = if (project.extensions.extraProperties.has("pg_router_host")) { project.extensions.extraProperties["pg_router_host"] as String } else { @@ -64,7 +64,7 @@ tasks.register("terraformApplyBackend") { "-var=project_id=$(gcloud config get-value project)", "-var-file=./common.tfvars" ) - + tasks.getByName("uploadLearningMaterials").mustRunAfter(this) } @@ -174,7 +174,7 @@ tasks.register("firebaseHostingCreate") { }.assertNormalExitValue() println("Firebase hosting site has been added to project $projectId.") } - + exec { executable("firebase") args("target:apply", "hosting", webapp_id , webapp_id) @@ -184,12 +184,12 @@ tasks.register("firebaseHostingCreate") { val file = project.file("../frontend/firebase.json") val content = file.readText() - + val oldContent = """"public": "build/web",""" val newContent = """"public": "build/web", "target": "$webapp_id",""" val updatedContent = content.replace(oldContent, newContent) - + file.writeText(updatedContent) } } diff --git a/local-env-setup.sh b/local-env-setup.sh index f6195ce43d3ae..6cd1092023a59 100755 --- a/local-env-setup.sh +++ b/local-env-setup.sh @@ -24,7 +24,7 @@ darwin_install_pip3_packages() { install_go_packages(){ echo "Installing goavro" - go get github.com/linkedin/goavro + go get github.com/linkedin/goavro/v2 # As we are using bash, we are assuming .bashrc exists. grep -qxF "export GOPATH=${PWD}/sdks/go/examples/.gogradle/project_gopath" ~/.bashrc gopathExists=$? @@ -55,7 +55,7 @@ if [ "$kernelname" = "Linux" ]; then exit fi - for ver in 3.7 3.8 3.9 3.10 3; do + for ver in 3.8 3.9 3.10 3.11 3; do apt install --yes python$ver-venv done @@ -89,7 +89,7 @@ elif [ "$kernelname" = "Darwin" ]; then echo "Installing openjdk@8" brew install openjdk@8 fi - for ver in 3.7 3.8 3.9; do + for ver in 3.8 3.9 3.10 3.11; do if brew ls --versions python@$ver > /dev/null; then echo "python@$ver already installed. Skipping" brew info python@$ver diff --git a/model/fn-execution/src/main/proto/org/apache/beam/model/fn_execution/v1/beam_fn_api.proto b/model/fn-execution/src/main/proto/org/apache/beam/model/fn_execution/v1/beam_fn_api.proto index ec6c176e5a376..66d144ab2310b 100644 --- a/model/fn-execution/src/main/proto/org/apache/beam/model/fn_execution/v1/beam_fn_api.proto +++ b/model/fn-execution/src/main/proto/org/apache/beam/model/fn_execution/v1/beam_fn_api.proto @@ -46,6 +46,52 @@ import "google/protobuf/struct.proto"; import "google/protobuf/timestamp.proto"; import "google/protobuf/duration.proto"; + +// Describes transforms necessary to execute Beam over the FnAPI but are +// implementation details rather than part of the core model. +message FnApiTransforms { + enum Runner { + // DataSource is a Root Transform, and a source of data for downstream + // transforms in the same ProcessBundleDescriptor. + // It represents a stream of values coming in from an external source/over + // a data channel, typically from the runner. It's not the PCollection itself + // but a description of how to get the portion of the PCollection for a given + // bundle. + // + // The DataSource transform is implemented in each SDK and not explicitly + // provided during pipeline construction. A runner inserts the transform + // in ProcessBundleDescriptors to indicate where the bundle + // can retrieve data for an associated ProcessBundleRequest. + // Data for the same request will be retrieved with the matching instruction ID, + // and transform ID determined by the runner. + // + // The DataSource transform will take a stream of bytes from the remote + // source for the matching instruction ID and decode them as windowed + // values using the provided coder ID, which must be a windowed value coder. + // + // Payload: RemoteGrpcPort + DATA_SOURCE = 0 [(org.apache.beam.model.pipeline.v1.beam_urn) = "beam:runner:source:v1"]; + + // DataSink is a transform that sends PCollection elements to a remote + // port using the Data API. + // + // The DataSink transform is implemented in each SDK and not explicitly + // provided during pipeline construction. A runner inserts the transform in + // ProcessBundleDescriptors to indicate where the bundle can send + // data for each associated ProcessBundleRequest. Data for the same + // request will be sent with the matching instruction ID and transform ID. + // Each PCollection that exits the ProcessBundleDescriptor subgraph will have + // it's own DataSink, keyed by a transform ID determined by the runner. + // + // The DataSink will take in a stream of elements for a given instruction ID + // and encode them for transmission to the remote sink. The coder ID must be + // for a windowed value coder. + // + // Payload: RemoteGrpcPort + DATA_SINK = 1 [(org.apache.beam.model.pipeline.v1.beam_urn) = "beam:runner:sink:v1"]; + } +} + // A descriptor for connecting to a remote port using the Beam Fn Data API. // Allows for communication between two environments (for example between the // runner and the SDK). @@ -155,20 +201,32 @@ message SampleDataRequest { repeated string pcollection_ids = 1; } - // An element sampled when the SDK is processing a bundle. This is a proto // message to allow for additional per-element metadata. message SampledElement { - // Required. Sampled raw bytes for an element. This is a + // (Required) Sampled raw bytes for an element. This is a // single encoded element in the nested context. bytes element = 1; - // FUTURE WORK: Capture lull detections and exceptions. - // - // Optional. Present if there was an exception - // processing the above element. - // - // LogEntry exception_entry = 2; + // (Required) Timestamp of when the sample was taken. + google.protobuf.Timestamp sample_timestamp = 2; + + message Exception { + // (Required) The instruction ID of the associated ProcessBundleRequest. + string instruction_id = 1; + + // (Required) The transform ID of the executing PTransform during the + // exception. + string transform_id = 2; + + // (Required) The error message to be displayed to the user. Can use the + // other fields to query for contextual logs. + string error = 3; + } + + // (Optional) This will be set if this element was sampled because of a user + // exception. + Exception exception = 3; } // If supported, the `SampleDataResponse` will contain samples from PCollections @@ -181,27 +239,6 @@ message SampleDataResponse { // Map from PCollection id to sampled elements. map element_samples = 1; - - // FUTURE WORK: Investigate ways of storing multiple interesting types of - // sampled elements. There are two ways of accomplishing this: - // 1) Maps of typed elements: include multiple maps here with typed element - // proto messages, ex. - // - // message SlowElement {...} - // message ErroredElement {...} - // map slow_elements - // map errored_elements - // - // However, this forces an element into a single category. It disallows - // classification across multiple characteristics (like a slow and errored - // element). - // - // 2) Compositional types: allow for URN and payloads on the base - // SampledElement message for interesting characteristics. The base class - // can then be queried for specific URNs. This allows for multiple - // attributes on the same element. - // - // For a longer conversation, see https://github.com/apache/beam/pull/25065. } // A request to provide full MonitoringInfo associated with the entire SDK diff --git a/ownership/JAVA_DEPENDENCY_OWNERS.yaml b/ownership/JAVA_DEPENDENCY_OWNERS.yaml index 063b2bcc145fd..0f4ada248f64f 100644 --- a/ownership/JAVA_DEPENDENCY_OWNERS.yaml +++ b/ownership/JAVA_DEPENDENCY_OWNERS.yaml @@ -84,11 +84,6 @@ deps: artifact: stream owners: - com.commercehub.gradle.plugin:gradle-avro-plugin: - group: com.commercehub.gradle.plugin - artifact: gradle-avro-plugin - owners: - com.datastax.cassandra:cassandra-driver-core: group: com.datastax.cassandra artifact: cassandra-driver-core @@ -144,9 +139,9 @@ deps: artifact: jackson-module-scala_2.11 owners: - com.github.ben-manes:gradle-versions-plugin: - group: com.github.ben-manes - artifact: gradle-versions-plugin + com.github.davidmc24.gradle-avro-plugin:gradle-avro-plugin: + group: com.github.davidmc24.gradle-avro-plugin + artifact: gradle-avro-plugin owners: com.github.jengelman.gradle.plugins:shadow: diff --git a/playground/CI.md b/playground/CI.md deleted file mode 100644 index 232fb9e850f48..0000000000000 --- a/playground/CI.md +++ /dev/null @@ -1,118 +0,0 @@ - - -# Apache Beam Playground - -## GitHub Actions - -### Pull request run - -Those runs are results of PR from the forks made by contributors. Most builds for Apache Beam fall -into this category. They are executed in the context of the "Fork", not main -Beam Code Repository which means that they have only "read" permission to all the GitHub resources -(container registry, code repository). This is necessary as the code in those PRs (including CI job -definition) might be modified by people who are not committers for the Apache Beam Code Repository. - -The main purpose of those jobs is to check if PR builds cleanly, if the test run properly and if -the PR is ready to review and merge. - -### Direct Push/Merge Run - -Those runs are results of direct pushes done by the committers or as result of merge of a Pull Request -by the committers. Those runs execute in the context of the Apache Beam Code Repository and have also -write permission for GitHub resources (container registry, code repository). -The main purpose for the run is to check if the code after merge still holds all the assertions - like -whether it still builds, all tests are green. - -This is needed because some of the conflicting changes from multiple PRs might cause build and test failures -after merge even if they do not fail in isolation. - -### Workflows - -#### Build And Deploy Playground Backend Application - [build_playground_backend.yml](.github/workflows/build_playground_backend.yml) - -| Job | Description | Pull Request Run | Direct Push/Merge Run | Requires GCP Credentials | -|-------------------------------------|---------------------------------------------------------------------|------------------|-----------------------|--------------------------| -| Check out the repo | GitHub Action used to check-out a repository. | Yes | Yes | No | -| setup-java | Install Java. | Yes | Yes | No | -| setup-go | Install Go. | Yes | Yes | No | -| maven config clean | Clean maven settings | Yes | Yes | No | -| set up cloud sdk and its components | Setting up cloud client and its components for tests | Yes | Yes | No | -| playground:backend:precommit | Pre commit playground. | Yes | Yes | No | -| npm install | Install nmp package. | Yes | Yes | No | -| lint dockerfile | Install and lint docker file. | Yes | Yes | No | -| setup-terraform | Install terraform. | Yes | Yes | No | -| Docker Tag | Add tag , if it not set. | Yes | Yes | No | -| GCP account | Connect to Gcp. | Yes | Yes | Yes | -| Login to Docker | Login to docker repository. | Yes | Yes | Yes | -| Deploy Backend | Build docker container, push it to repository, deploy it to Gcp. | Yes | Yes | Yes | - -#### Build And Deploy Playground Frontend Application - [build_playground_frontend.yml](.github/workflows/build_playground_frontend.yml) - -| Job | Description | Pull Request Run | Direct Push/Merge Run | Requires GCP Credentials | -|----------------------------------------|----------------------------------------------------------------------|------------------|-----------------------|--------------------------| -| Check out the repo | GitHub Action used to check-out a repository. | Yes | Yes | No | -| setup-java | Install Java. | Yes | Yes | No | -| install flutter | Install flutter package. | Yes | Yes | No | -| maven config clean | Clean maven settings | Yes | Yes | No | -| install npm | Install nmp package. | Yes | Yes | No | -| lint dockerfile | Install and lint docker file. | Yes | Yes | No | -| setup-terraform | Install terraform. | Yes | Yes | No | -| Docker Tag | Add tag , if it not set. | Yes | Yes | No | -| GCP account | Connect to Gcp. | Yes | Yes | Yes | -| Login to Docker | Login to docker repository. | Yes | Yes | Yes | -| Deploy Frontend | Config and build, push docker container to repository, deploy to Gcp.| Yes | Yes | Yes | - -#### Collect And Deploy Playground Examples - [playground_deploy_examples.yml](.github/workflows/playground_deploy_examples.yml) - -| Job | Description | Pull Request Run | Direct Push/Merge Run | Requires GCP Credentials | -|----------------------------------------|----------------------------------------------------------------------|------------------|-----------------------|--------------------------| -| Check out the repo | GitHub Action used to check-out a repository. | Yes | Yes | No | -| setup-python | Install Python. | Yes | Yes | No | -| setup-java | Install Java. | Yes | Yes | No | -| Install kubectl | Install tool kubectl for kubernetes cloud | Yes | Yes | No | -| Install helm | Install Help plugin | Yes | Yes | No | -| Set up Cloud SDK | Install GCP Cloud client | Yes | Yes | No | -| install deps | Add packages: | Yes | Yes | No | -| | grpcio-tools,grpcio,mock,protobuf, pytest,pytest-mock, | | | | -| | PyYAML,google-cloud-storage,tqdm | | | | -| maven config clean | Clean maven settings | Yes | Yes | No | -| GCP account | Connect to Gcp. | Yes | Yes | Yes | -| Docker Tag | Add tag , if it not set. | Yes | Yes | No | -| Get K8s Config | Get config for kubectl | Yes | Yes | Yes | -| Login to Docker | Login to docker repository. | Yes | Yes | Yes | -| Build And Push Apps | Build and push docker containers for app | Yes | Yes | Yes | -| Install helm chart | Deploy app to kubernetes cloud | Yes | Yes | Yes | -| Run Python Examples CI | Prepare examples for Python | Yes | Yes | Yes | -| Run Python Examples CD | Execute examples for Python | Yes | Yes | Yes | -| Run Go Examples CI | Prepare examples for Go | Yes | Yes | Yes | -| Run Go Examples CD | Execute examples for Go | Yes | Yes | Yes | -| Run Java Examples CI | Prepare examples for Java | Yes | Yes | Yes | -| Run Java Examples CD | Execute examples for Java | Yes | Yes | Yes | -| Delete Helm Chart | Drop kubernetes cloud | Yes | Yes | Yes | - -#### Secrets for action - - - GCP_PLAYGROUND_REGION - gcp main region location cloud (default:us-central1) - - GCP_PLAYGROUND_SA_EMAIL - gcp service account id (default:playground-deploy@apache-beam-testing.iam.gserviceaccount.com) - - GCP_PLAYGROUND_PROJECT_ID - gcp project id (default:apache-beam-testing) - - PLAYGROUND_REGISTRY_NAME - gcp docker registry address (default:us-central1-docker.pkg.dev) - - GCP_PLAYGROUND_SA_KEY - gcp private key file, it export from service account and encode to Base64 - - diff --git a/playground/README.md b/playground/README.md index 6d4c153fcab5b..6f69a59d0551f 100644 --- a/playground/README.md +++ b/playground/README.md @@ -17,214 +17,211 @@ under the License. --> -# Playground - The Beam Playground is a web application to run Beam code snippets in a modern browser. This directory holds code to build, test, and deploy the frontend and backend services. -# Development Requirements - -The following requirements are needed for development, testing, and deploying. - -- [go 1.18+](https://golang.org) -- [flutter](https://flutter.dev/) -- Go protobuf dependencies (See [Go gRPC Quickstart](https://grpc.io/docs/languages/go/quickstart/)) -- Dart protobuf dependencies (See [Dart gRPC Quickstart](https://grpc.io/docs/languages/dart/)) -- [buf](https://docs.buf.build/installation) -- [Docker](https://docs.docker.com/desktop/) -- [Docker Compose](https://docs.docker.com/compose/install/) -- [gcloud CLI](https://cloud.google.com/sdk/docs/install) -- [gcloud Beta Commands](https://cloud.google.com/sdk/gcloud/reference/components/install) -- [Cloud Datastore Emulator](https://cloud.google.com/datastore/docs/tools/datastore-emulator) -- [sbt](https://www.scala-sbt.org/1.x/docs/Installing-sbt-on-Linux.html) - -### Google Cloud Shell Prerequisites Installation -Google Cloud Shell already has most of the prerequisites installed. Only few tools need to be installed separately - -#### Flutter +- [Setup development prerequisites](#setup-development-prerequisites) +- [Common tasks](#common-tasks) +- [Run Beam Playground locally](#run-beam-playground-locally) + - [Configure frontend to use local backend](#configure-frontend-to-use-local-backend) + - [Run local deployment using Gradle task](#run-local-deployment-using-gradle-task) + - [Deploy examples](#deploy-examples) +- [How to add your own example](#how-to-add-your-own-example) +- [Deployment guide](#deployment-guide) + - [Manual deployment](#manual-deployment) + - [Manual CloudBuild setup](#manual-cloudbuild-setup) +- [Project structure](#project-structure) +- [Contribution guide](#contribution-guide) + +# Setup development prerequisites +> ***Google Cloud Shell note***: Google Cloud Shell already has most of the prerequisites installed. Only the following has to be installed manually: +> - Flutter - run `flutter precache` +> - Go protobuf dependencies +> - Dart protobuf dependencies +> - buf +> - sbt + +1. Install Go 1.18+ + + **Ubuntu 22.04 and newer:** + ```shell + sudo apt install golang` + ``` + + **Other Linux variants:** Follow manual at https://go.dev/doc/install +1. Install [flutter](https://docs.flutter.dev/get-started/install/linux) + + **Ubuntu 22.04 or newer:** + ```shell + sudo apt install flutter + ``` + + **Other Linux variants:** Follow manual at https://flutter.dev/docs/get-started/install/linux + +1. Install [protoc](https://grpc.io/docs/protoc-installation/) + + **Ubuntu 22.04 or newer/Debian 11 or newer:** + ```shell + sudo apt install protobuf-compiler + ``` + **Other Linux variants:** Follow manual at https://grpc.io/docs/protoc-installation/ + +1. Install Go protobuf dependencies: [Go gRPC Quickstart](https://grpc.io/docs/languages/go/quickstart/) + > Do not forget to update your `PATH` environment variable +1. Install Dart protobuf dependencies: [Dart gRPC Quickstart](https://grpc.io/docs/languages/dart/quickstart/) + > Do not forget to update your `PATH` environment variable +1. Install npm + **Ubuntu 22.04 and newer/Debian 11 and newer:** + ```shell + sudo apt install npm + ``` + **Other Linux variants:** Follow manual at https://docs.npmjs.com/downloading-and-installing-node-js-and-npm +1. Install [buf](https://docs.buf.build/installation) + ```shell + npm install -g @bufbuild/buf + ``` +1. Install Docker + **Ubuntu 22.04 and newer/Debian 11 and newer:** + ```shell + sudo apt install docker.io + ``` + **Other Linux variants:** Follow manual at https://docs.docker.com/engine/install/ + + To verify your docker installation, run: + ```shell + docker ps + ``` + It should finish without any errors. If you get a permission denied error, you need to add your user to the docker group: + ```shell + sudo usermod -aG docker $USER + ``` + Then, log out and log back in to apply the changes. +1. Install Docker Compose + **Ubuntu 22.04 and newer/Debian 11 and newer:** + ```shell + sudo apt install docker-compose + ``` + **Other Linux variants:** Follow manual at https://docs.docker.com/compose/install/ +1. Install gcloud CLI by following the [manual](https://cloud.google.com/sdk/docs/install) for your system +1. Install Cloud Datastore Emulator + ```shell + gcloud components install cloud-datastore-emulator + ``` + or, if you have install gcloud CLI using APT: + ```shell + sudo apt install google-cloud-cli-datastore-emulator + ``` +1. Install `sbt` following instruction at https://www.scala-sbt.org/1.x/docs/Installing-sbt-on-Linux.html + > **Optional**: Run `sbt` comamnd once after installation to let it cache its dependencies +1. Make sure that you have the full installation of Python 3.8 or newer. On Debian or Ubuntu it can be installed using `sudo apt install python3-full`. + +# Common tasks +To get an overview of common tasks, see [TASKS.md](TASKS.md) + +# Run Beam Playground locally +## Configure frontend to use local backend +> **Note:** Follow this step only if you want to have a local deployment of Playground. Skip this step entirely if you want to deploy Playground to Google Cloud. + +Uncommend lines after `// Uncomment the following lines to use local backend.` in [frontend/playground_components/lib/src/constants/backend_urls.dart](/playground/frontend/playground_components/lib/src/constants/backend_urls.dart) + +## Run local deployment using Gradle task +> For more information read the corresponding section in [TASKS.md](./TASKS.md#router-runners-and-frontend) + +Run the deployment script: ```shell -git config --global --add safe.directory /google/flutter -flutter doctor -``` - -#### Protobuf -```shell -go install google.golang.org/protobuf/cmd/protoc-gen-go@v1.28 -go install google.golang.org/grpc/cmd/protoc-gen-go-grpc@v1.2 -dart pub global activate protoc_plugin -npm install -g @bufbuild/buf -``` - -#### sbt -```shell -echo "deb https://repo.scala-sbt.org/scalasbt/debian all main" | sudo tee /etc/apt/sources.list.d/sbt.list -echo "deb https://repo.scala-sbt.org/scalasbt/debian /" | sudo tee /etc/apt/sources.list.d/sbt_old.list -curl -sL "https://keyserver.ubuntu.com/pks/lookup?op=get&search=0x2EE0EA64E40A89B84B2DF73499E82A75642AC823" | sudo -H gpg --no-default-keyring --keyring gnupg-ring:/etc/apt/trusted.gpg.d/scalasbt-release.gpg --import -sudo chmod 644 /etc/apt/trusted.gpg.d/scalasbt-release.gpg -sudo apt-get update -sudo apt-get install sbt -``` - -# Available Gradle Tasks - -## Perform overall pre-commit checks - -``` -cd beam -./gradlew playgroundPrecommit -``` - -## To see available gradle tasks for playground: - -``` -cd beam -./gradlew playground:tasks -``` - -## Re-generate protobuf - -``` -cd beam -./gradlew playground:generateProto -``` - -## Run local environment using docker compose - -### Router only - -Start: - -```bash -cd beam -./gradlew playground:backend:containers:router:dockerComposeLocalUp -``` - -Stop: - -```bash -cd beam -./gradlew playground:backend:containers:router:dockerComposeLocalDown -``` - -### Router, runners, and frontend - -1. Edit `/playground/frontend/playground_components/lib/src/constants/backend_urls.dart` -to override backend URLs with yours found in `/playground/docker-compose.local.yaml`. -2. To start, run: - -```bash -cd beam -./gradlew playground:dockerComposeLocalUp -``` - -3. To stop, run: - -```bash -cd beam -./gradlew playground:dockerComposeLocalDown -``` - -This way of running may not work in all environments because it is not maintained. -It is used occasionally by the Frontend team to test complex tasks against -a not-yet-deployed backend. -The full start may take ~30 minutes and is demanding, so you should likely enable -only one backend runner for the SDK you need. - -If you do not need particular runners, comment out: -1. Dependencies on them in `/playground/build.gradle.kts` in `dockerComposeLocalUp` task. -2. Their Docker image configurations in `/playground/docker-compose.local.yaml`. - -See also [Backend Lookup](frontend/README.md#backend-lookup) in the Frontend. - -## Removing old snippets - -Run the method to remove unused code snippets from the Cloud Datastore. Unused snippets are snippets that are out of date. If the last visited date property less or equals than the current date minus dayDiff parameter then a snippet is out of date - -``` -cd beam -./gradlew playground:backend:removeUnusedSnippet -DdayDiff={int} -DprojectId={string} -Dnamespace={datastore namespace} -``` - -## Removing a specific snippet - -Run the method to remove a specific code snippet from the Cloud Datastore. - +./gradlew :playground:dockerComposeLocalUp ``` -cd beam -./gradlew playground:backend:removeSnippet -DsnippetId={string} -DprojectId={string} -Dnamespace={datastore namespace} -``` - -## Run playground tests without cache - -``` -cd beam - ./gradlew playground:backend:testWithoutCache -``` - -# Deployment - -See [terraform](./terraform/README.md) for details on how to build and deploy -the application and its dependent infrastructure. - -# Manual Example deployment - -The following requirements are needed for deploying examples manually: - -1. GCP project with deployed Playground backend -2. Python (3.9.x) -3. Login into GCP (gcloud default login or using service account key) - -## Run example deployment script -Example deployment scripts uses following environment variables: - -- GOOGLE_CLOUD_PROJECT - GCP project id where Playground backend is deployed -- BEAM_ROOT_DIR - root folder to search for playground examples -- SDK_CONFIG - location of sdk and default example configuration file -- BEAM_EXAMPLE_CATEGORIES - location of example category configuration file -- BEAM_USE_WEBGRPC - use grpc-Web instead of grpc (default) -- GRPC_TIMEOUT - timeout for grpc calls (defaults to 10 sec) -- BEAM_CONCURRENCY - number of eaxmples to run in parallel (defaults to 10) -- SERVER_ADDRESS - address of the backend runnner service for a particular SDK - -``` -usage: ci_cd.py [-h] --step {CI,CD} [--namespace NAMESPACE] --datastore-project DATASTORE_PROJECT --sdk {SDK_JAVA,SDK_GO,SDK_PYTHON,SDK_SCIO} --origin {PG_EXAMPLES,TB_EXAMPLES} --subdirs SUBDIRS [SUBDIRS ...] - -CI/CD Steps for Playground objects - -optional arguments: - -h, --help show this help message and exit - --step {CI,CD} CI step to verify all beam examples/tests/katas. CD step to save all beam examples/tests/katas and their outputs on the GCD - --namespace NAMESPACE - Datastore namespace to use when saving data (default: Playground) - --datastore-project DATASTORE_PROJECT - Datastore project to use when saving data - --sdk {SDK_JAVA,SDK_GO,SDK_PYTHON,SDK_SCIO} - Supported SDKs - --origin {PG_EXAMPLES,TB_EXAMPLES} - ORIGIN field of pg_examples/pg_snippets - --subdirs SUBDIRS [SUBDIRS ...] - limit sub directories to walk through, relative to BEAM_ROOT_DIR -``` - -Helper script to deploy examples for all supported sdk's: +To shut down the playground, run: ```shell -cd playground/infrastructure - -export BEAM_ROOT_DIR="../../" -export SDK_CONFIG="../../playground/sdks.yaml" -export BEAM_EXAMPLE_CATEGORIES="../categories.yaml" -export BEAM_USE_WEBGRPC=yes -export BEAM_CONCURRENCY=4 -export PLAYGROUND_DNS_NAME="your registered dns name for Playground" - -for sdk in go java python scio; do - export SDK=$sdk && - export SERVER_ADDRESS=https://${SDK}.$PLAYGROUND_DNS_NAME && - - python3 ci_cd.py --datastore-project $GOOGLE_CLOUD_PROJECT \ - --step CD --sdk SDK_${SDK^^} \ - --origin PG_EXAMPLES \ - --subdirs ./learning/katas ./examples ./sdks -done -``` +./gradlew :playground:dockerComposeLocalDown +``` + +## Deploy examples +1. Go to `/playground/infrastucture` directory + ```shell + cd playground/infrastucture + ``` +1. Setup python venv + ```shell + python3 -m venv venv + ``` +1. Activate venv + ```shell + source venv/bin/activate + ``` +1. Install dependencies + ```shell + pip install -r requirements.txt + ``` +1. Setup the environment variables + ```shell + export BEAM_ROOT_DIR=$(realpath ../../) + export SDK_CONFIG="../../playground/sdks.yaml" + export BEAM_EXAMPLE_CATEGORIES="../categories.yaml" + export BEAM_USE_WEBGRPC=yes + export BEAM_CONCURRENCY=4 + export DATASTORE_EMULATOR_HOST=localhost:8081 + ``` + +1. Run the `ci_cd.py` script + + ```shell + export SERVER_ADDRESS= # see the note below + python ci_cd.py --step CD \ + --sdk \ # SDK_GO, SDK_JAVA, SDK_PYTHON, SDK_SCIO + --namespace Playground \ + --datastore-project test \ + --origin PG_EXAMPLES \ + --subdirs $BEAM_ROOT_DIR/sdks $BEAM_ROOT_DIR/examples $BEAM_ROOT_DIR/learning/katas # For SCIO examples see note below + ``` + > **Note:** The `SERVER_ADDRESS` variable should be set to the address of the runner server for the particular SDK. For the local deployment the default values are: + > | SDK | Address | + > | --- | --- | + > | Go | `localhost:8084` | + > | Java | `localhost:8086` | + > | Python | `localhost:8088` | + > | SCIO | `localhost:8090` | + + > **Note:** SCIO examples are not committed to the Beam tree. You will need to use [`fetch_scala_examples.py`](infrastructure/fetch_scala_examples.py) script to download them to some directory and then use `--subdirs` option to point to that directory. For example: + > ```shell + > python fetch_scala_examples.py --output-dir /tmp/scio-examples + > python ci_cd.py --step CD \ + > --sdk SDK_SCIO \ + > --namespace Playground \ + > --datastore-project test \ + > --origin PG_EXAMPLES \ + > --subdirs /tmp/scio-examples + > ``` + > See [this section](TASKS.md##obtaining-scio-examples) for more information. + +# How to add your own example +Please refer to [this document](load_your_code.md). + +# Deployment guide +## Manual deployment +See deployment guide at [terraform/README.md](/playground/terraform/README.md) +## Manual CloudBuild setup +To set up CloudBuild triggers manually please refer to [this guide](/playground/terraform/infrastructure/cloudbuild-manual-setup/README.md) + +# Project structure + +Several directories in this repository are used for the Beam Playground project. The list of the directories used can be seen below. + +| Directory | Purpose | +|-----------|---------| +| [`/examples`](/examples) | Contains code of the examples for Java SDK. The examples are getting loaded into the main catalog. | +| [`/learning/beamdoc`](/learning/beamdoc) | Contains code of the examples which should not be available in the main Playground catalog. | +| [`/learning/katas`](/learning/katas) | Containes small code examples, loaded into main catalog. +| [`/playground`](/playground) | Root of Playground sources. | +| [`/playground/api`](/playground/api) | Protobuf definitions for the Playground gRPC API. | +| [`/playground/backend`](/playground/backend) | Root of Playground backend sources. See [this document](/playground/backend/CONTRIBUTE.md) for detailed description. | +| [`/playground/frontend`](/playground/frontend) | Root of Playground frontend sources. See [this document](/playground/frontend/CONTRIBUTE.md) for detailed description. | +| [`/playground/infrastructure`](/playground/infrastructure) | Scripts used in Playground CI/CD pipelines for verifying and uploading examples. | +| [`/playground/kafka-emulator`](/playground/kafka-emulator) | Sources of a Kafka emulator used for demonstrating KafkaIO examples. | +| [`/playground/terraform`](/playground/terraform) | Terraform configuration files for Playground deployment to Google Cloud Platform. | +| [`/sdks`](/sdks) | Source of the BEAM SDKs. Used by Playground as a source of examples for Go and Python SDKs. | + +# Contribution guide +- Backend: see [backend/README.md](/playground/backend/README.md) and [backend/CONTRIBUTE.md](/playground/backend/CONTRIBUTE.md) +- Frontend: see [frontend/README.md](/playground/frontend/README.md) and [frontend/CONTRIBUTE.md](/playground/frontend/CONTRIBUTE.md) \ No newline at end of file diff --git a/playground/TASKS.md b/playground/TASKS.md new file mode 100644 index 0000000000000..6b942fbf3144b --- /dev/null +++ b/playground/TASKS.md @@ -0,0 +1,272 @@ + + +- [Available Gradle Tasks](#available-gradle-tasks) + - [Perform overall pre-commit checks](#perform-overall-pre-commit-checks) + - [To see available gradle tasks for playground:](#to-see-available-gradle-tasks-for-playground) + - [Re-generate protobuf](#re-generate-protobuf) + - [Run local environment using docker compose](#run-local-environment-using-docker-compose) + - [Router only](#router-only) + - [Router, runners, and frontend](#router-runners-and-frontend) + - [Removing old snippets](#removing-old-snippets) + - [Removing a specific snippet](#removing-a-specific-snippet) + - [Run playground tests without cache](#run-playground-tests-without-cache) +- [Updating dependencies](#updating-dependencies) + - [Referenced Beam SDK update](#referenced-beam-sdk-update) + - [Update Go version](#update-go-version) + - [Update Python version](#update-python-version) + - [Update Java version](#update-java-version) + - [Update Flutter version](#update-flutter-version) +- [Deployment](#deployment) +- [Obtaining SCIO examples](#obtaining-scio-examples) +- [Manual Example deployment](#manual-example-deployment) + - [Run example deployment script](#run-example-deployment-script) + + +# Available Gradle Tasks + +## Perform overall pre-commit checks + +``` +cd beam +./gradlew playgroundPrecommit +``` + +## To see available gradle tasks for playground: + +``` +cd beam +./gradlew playground:tasks +``` + +## Re-generate protobuf + +``` +cd beam +./gradlew playground:generateProto +``` + +## Run local environment using docker compose + +### Router only + +Start: + +```bash +cd beam +./gradlew playground:backend:containers:router:dockerComposeLocalUp +``` + +Stop: + +```bash +cd beam +./gradlew playground:backend:containers:router:dockerComposeLocalDown +``` + +### Router, runners, and frontend + +1. Edit `/playground/frontend/playground_components/lib/src/constants/backend_urls.dart` +to override backend URLs with yours found in `/playground/docker-compose.local.yaml`. +2. To start, run: + +```bash +cd beam +./gradlew playground:dockerComposeLocalUp +``` + +3. To stop, run: + +```bash +cd beam +./gradlew playground:dockerComposeLocalDown +``` + +This way of running may not work in all environments because it is not maintained. +It is used occasionally by the Frontend team to test complex tasks against +a not-yet-deployed backend. +The full start may take ~30 minutes and is demanding, so you should likely enable +only one backend runner for the SDK you need. + +If you do not need particular runners, comment out: +1. Dependencies on them in `/playground/build.gradle.kts` in `dockerComposeLocalUp` task. +2. Their Docker image configurations in `/playground/docker-compose.local.yaml`. + +See also [Backend Lookup](frontend/README.md#backend-lookup) in the Frontend. + +## Removing old snippets + +Run the method to remove unused code snippets from the Cloud Datastore. Unused snippets are snippets that are out of date. If the last visited date property less or equals than the current date minus dayDiff parameter then a snippet is out of date + +``` +cd beam +./gradlew playground:backend:removeUnusedSnippet -DdayDiff={int} -DprojectId={string} -Dnamespace={datastore namespace} +``` + +## Removing a specific snippet + +Run the method to remove a specific code snippet from the Cloud Datastore. + +``` +cd beam +./gradlew playground:backend:removeSnippet -DsnippetId={string} -DprojectId={string} -Dnamespace={datastore namespace} +``` + +## Run playground tests without cache + +``` +cd beam + ./gradlew playground:backend:testWithoutCache +``` + +# Updating dependencies +## Referenced Beam SDK update +1. Update default `BEAM_VERSION` values in Java contianer [Dockerfile](/playground/backend/containers/java/Dockerfile) +2. Update `default_beam_version` in [Java container `build.gradle`](/playground/backend/containers/java/build.gradle) +3. Update `default_beam_version` in [Python container `build.gradle`](/playground/backend/containers/python/build.gradle) +4. Update SDK version in CI GitHub workflow: + - [playground_examples_ci_reusable.yml](/.github/workflows/playground_examples_ci_reusable.yml) +5. Update `-Psdk-tag=` in ["Deploy Playground to Kubernetes" section of the deployment guide](/playground/terraform/README.md#deploy-playground-to-kubernetes) +6. Update `_BEAM_VERSION` in + - [playground_ci_stable.yaml](/playground/infrastructure/cloudbuild/playground_ci_stable.yaml) + - [playground_cd_stable.yaml](/playground/infrastructure/cloudbuild/playground_cd_stable.yaml) + +## Update Go version + +1. Update Go version in [`go.mod`](backend/go.mod) +2. Run `go mod download` and `go mod tidy` in [`backend`](backend) directory +3. Update `BASE_IMAGE` parameter in [router Dockerfile](backend/containers/router/Dockerfile) and [`build.gradle`](backend/containers/router/build.gradle) +4. Update `GO_BASE_IMAGE` parameter in [Python Dockerfile](backend/containers/python/Dockerfile) and [`build.gradle`](backend/containers/python/build.gradle) +5. Update `GO_BASE_IMAGE` parameter in [Java Dockerfile](backend/containers/java/Dockerfile) and [`build.gradle`](backend/containers/java/build.gradle) +6. Update `GO_BASE_IMAGE` parameter in [SCIO Dockerfile](backend/containers/scio/Dockerfile) and [`build.gradle`](backend/containers/scio/build.gradle) +7. Update `BASE_IMAGE` for `buildArgs` argument in [Go runner `build.gradle`](backend/containers/go/build.gradle) + +## Update Python version + +Update `BASE_IMAGE` in [Python Dockerfile](backend/containers/python/Dockerfile) + +## Update Java version + +1. Update base images version in `FROM maven:3.8.6-openjdk-11 as dep` and `FROM apache/beam_java11_sdk:$BEAM_VERSION` lines in [Java Dockerfile](backend/containers/java/Dockerfile) +2. Update `BASE_IMAGE` in [SCIO Dockerfile](backend/containers/scio/Dockerfile) and [`build.gradle`](backend/containers/scio/build.gradle) + +## Update Flutter version + +Update the version in the following locations: + +### Project files that declare minimal required versions as we desire, one per Flutter project + +- [frontend/playground_components/pubspec.yaml](frontend/playground_components/pubspec.yaml), the line with `flutter: '>=x.x.x'`. +- [frontend/playground_components_dev/pubspec.yaml](frontend/playground_components_dev/pubspec.yaml), the line with `flutter: '>=x.x.x'`. +- [frontend/pubspec.yaml](frontend/pubspec.yaml), the line with `flutter: '>=x.x.x'`. +- In Tour of Beam: [../learning/tour-of-beam/frontend/pubspec.yaml](../learning/tour-of-beam/frontend/pubspec.yaml), the line with `flutter: '>=x.x.x'`. + +### Generated project files with computed minimal versions given the package requirements, one per runnable Flutter app + +Run `dart pub get` in all of these directories for these files to be updated. +Verify and merge the changes. + +- Playground: [frontend/pubspec.lock](frontend/pubspec.lock), the line with `flutter: ">=x.x.x"`. +- Tour of Beam: [../learning/tour-of-beam/frontend/pubspec.lock](../learning/tour-of-beam/frontend/pubspec.lock), the line with `flutter: ">=x.x.x"`. + +### CI + +- [frontend/Dockerfile](frontend/Dockerfile), the line with `ARG FLUTTER_VERSION=x.x.x`. +- [/.github/workflows/build_playground_frontend.yml](../.github/workflows/build_playground_frontend.yml), the line with `FLUTTER_VERSION: x.x.x`. +- [/.github/workflows/playground_frontend_test.yml](../.github/workflows/playground_frontend_test.yml), the line with `FLUTTER_VERSION: x.x.x`. +- [/.github/workflows/tour_of_beam_frontend_test.yml](../.github/workflows/tour_of_beam_frontend_test.yml), the line with `FLUTTER_VERSION: x.x.x`. + +# Deployment + +See [this guide](./terraform/README.md) for details on how to build and deploy +the application and its dependent infrastructure. + +# Obtaining SCIO examples + +SCIO examples are based on examples found in the upstream SCIO [repository](https://github.com/spotify/scio). To obtain the examples, use [`fetch_scala_examples.py`](infrastructure/fetch_scala_examples.py) script: + +```shell +python fetch_scala_examples.py --output_dir +``` +this will download all supported SCIO examples into ``. + +To add a new example, add it to the list of examples in the script [`fetch_scala_examples.py`](infrastructure/fetch_scala_examples.py). You will need to provide the path to the example in the `scio` git repository, the name of the example, description, run options, categories and tags. + +# Manual Example deployment + +The following requirements are needed for deploying examples manually: + +1. GCP project with deployed Playground backend +2. Python (3.9.x) +3. Login into GCP (gcloud default login or using service account key) + +## Run example deployment script +Example deployment scripts uses following environment variables: + +- GOOGLE_CLOUD_PROJECT - GCP project id where Playground backend is deployed +- BEAM_ROOT_DIR - root folder to search for playground examples +- SDK_CONFIG - location of sdk and default example configuration file +- BEAM_EXAMPLE_CATEGORIES - location of example category configuration file +- BEAM_USE_WEBGRPC - use grpc-Web instead of grpc (default) +- GRPC_TIMEOUT - timeout for grpc calls (defaults to 10 sec) +- BEAM_CONCURRENCY - number of eaxmples to run in parallel (defaults to 10) +- SERVER_ADDRESS - address of the backend runnner service for a particular SDK + +``` +usage: ci_cd.py [-h] --step {CI,CD} [--namespace NAMESPACE] --datastore-project DATASTORE_PROJECT --sdk {SDK_JAVA,SDK_GO,SDK_PYTHON,SDK_SCIO} --origin {PG_EXAMPLES,TB_EXAMPLES} --subdirs SUBDIRS [SUBDIRS ...] + +CI/CD Steps for Playground objects + +optional arguments: + -h, --help show this help message and exit + --step {CI,CD} CI step to verify all beam examples/tests/katas. CD step to save all beam examples/tests/katas and their outputs on the GCD + --namespace NAMESPACE + Datastore namespace to use when saving data (default: Playground) + --datastore-project DATASTORE_PROJECT + Datastore project to use when saving data + --sdk {SDK_JAVA,SDK_GO,SDK_PYTHON,SDK_SCIO} + Supported SDKs + --origin {PG_EXAMPLES,TB_EXAMPLES} + ORIGIN field of pg_examples/pg_snippets + --subdirs SUBDIRS [SUBDIRS ...] + limit sub directories to walk through, relative to BEAM_ROOT_DIR +``` + +Helper script to deploy examples for all supported sdk's: + +```shell +cd playground/infrastructure + +export BEAM_ROOT_DIR="../../" +export SDK_CONFIG="../../playground/sdks.yaml" +export BEAM_EXAMPLE_CATEGORIES="../categories.yaml" +export BEAM_USE_WEBGRPC=yes +export BEAM_CONCURRENCY=4 +export PLAYGROUND_DNS_NAME="your registered dns name for Playground" + +for sdk in go java python scio; do + export SDK=$sdk && + export SERVER_ADDRESS=https://${SDK}.$PLAYGROUND_DNS_NAME && + + python3 ci_cd.py --datastore-project $GOOGLE_CLOUD_PROJECT \ + --step CD --sdk SDK_${SDK^^} \ + --origin PG_EXAMPLES \ + --subdirs ./learning/katas ./examples ./sdks +done +``` diff --git a/playground/backend/CONTRIBUTE.md b/playground/backend/CONTRIBUTE.md index a11873acee52e..cc095c3df98e6 100644 --- a/playground/backend/CONTRIBUTE.md +++ b/playground/backend/CONTRIBUTE.md @@ -26,36 +26,47 @@ This guide consists of: - [Code processing pipeline](#code-processing-pipeline) - [How to add a new supported language](#how-to-add-a-new-supported-language) +See also: +- [Database schema](SCHEMA.md) + ## Project structure ``` backend/ -├── cmd # set up and start backend application -├── configs # config files for each SDK -├── containers # set up and build backend images -├── internal # backend business logic -│ ├── api # generated grpc API files -│ ├── cache # logic of work with cache -│ ├── code_processing # logic of processing the received code -│ ├── components # logic of work for more difficult processes using several packages -│ ├── constants # application constants to use them anywhere in the application -│ ├── db # logic of work with database, e.g. the Cloud Datastore -│ ├── environment # backend environments e.g. SDK of the instance -│ ├── errors # custom errors to send them to the client -│ ├── executors # logic of work with code executors -│ ├── fs_tool # logic of work with a file system of code processing to prepare required files/folders -│ ├── logger # custom logger -│ ├── preparers # logic of preparing code before execution -│ ├── setup_tools # logic of set up of executors and file systems by SDK requirements -│ ├── streaming # logic of saving execution output as a stream -│ ├── tests # logic of work with unit/integration tests in the application, e.g. testing scripts to download mock data to database -│ ├── utils # different useful tools -│ └── validators # logic of validation code before execution -├── go.mod # define backend go module and contain all project's dependencies -├── logging.properties # config file to set up log for Java code -├── properties.yaml # property file consists of application properties required for the operation logic -├── start_datastore_emulator.sh # shell script to run the datastore emulator for local deployment or testing -├── stop_datastore_emulator.sh # shell script to stop the datastore emulator +├── cmd +│ ├── migration_tool # tool to apply database migrations +│ ├── remove_unused_snippets # tool to remove old snippets manually +│ └── server # entry point to the backend application +├── configs # config files for each SDK +├── containers # set up and build backend docker images +├── datasets # datasets for examples using Kafka emulator +├── internal # backend logic +│ ├── api # generated grpc API files +│ ├── cache # logic for working with cache +│ ├── code_processing # logic for processing the received code +│ ├── components # backend components +│ ├── constants # code constants used in the application +│ ├── db # logic for working with database, e.g. the Cloud Datastore +│ ├── emulators # logic for starting various emulators, e.g. Kafka +│ ├── environment # tools for working with application environment settings +│ ├── errors # custom errors +│ ├── executors # logic used to run the user submitted code +│ ├── external_functions # logic for calling Google Cloud Functions +│ ├── fs_tool # logic for woking with filesystem operations during run preparation +│ ├── logger # cusotm logger +│ ├── preparers # logic for preparing the user submitted code before execution +│ ├── setup_tools # logic for setting up executors +│ ├── streaming # implementation of run output streamer +│ ├── tasks # periodic tasks scheduler +│ ├── tests # common testing logic +│ ├── utils # miscellaneous tools +│ └── validators # logic for pre-execution code validation +├── playground_functions # Google Cloud Functions for write access to the database +├── functions.go # entry point for Cloud Functions +├── go.mod # Go project build configuration +├── logging.properties # configuration for Java runner logger +├── new_scio_project.sh # script for creating new SCIO project, used by SCIO runner +└── properties.yaml # application properties ... ``` @@ -148,7 +159,7 @@ enum Sdk { dataset: { dataset_1 } datasets: { dataset_1 }: - location: { local | GCS } + location: local format: { json | avro } ``` 5. Create a PR to the [Apache Beam Repository](https://github.com/apache/beam) diff --git a/playground/backend/SCHEMA.md b/playground/backend/SCHEMA.md new file mode 100644 index 0000000000000..cabdbca86af9f --- /dev/null +++ b/playground/backend/SCHEMA.md @@ -0,0 +1,185 @@ + + +- [Database](#database) + - [Datastore namespaces](#datastore-namespaces) + - [Migrations](#migrations) + - [Datastore schema](#datastore-schema) + - [pg\_schema\_versions](#pg_schema_versions) + - [pg\_sdks](#pg_sdks) + - [pg\_examples](#pg_examples) + - [pg\_snippets](#pg_snippets) + - [DatasetNestedEntity](#datasetnestedentity) + - [pg\_datasets](#pg_datasets) + - [pg\_files](#pg_files) + - [pg\_pc\_objects](#pg_pc_objects) + - [Datastore indexes](#datastore-indexes) +- [Redis](#redis) + +# Database + +Beam Playground uses Google Cloud Platform Datastore for storing examples and snippets. Redis is used for caching catalog reads from Datastore to avoid having to enumerate all of the exmaples on each catalog request. + +## Datastore namespaces +Playground can use custom namespace to store entities in Datastore to support simultaneous deployment of several backend instances in the same GCP project. By default `Playground` namespace is used. custom namespace can be selected by setting `DATASTORE_NAMESPACE` environment variable. + +## Migrations +If a breaking change to DB schema is made, it's adviced to implement a migration procedure to handle the data change in the Datastore. There are no formalized rules on when a migration should be implemented, but in general the following should be considered: +- all examples and precompiled objects are recreated during the deployment process and are not modified during the application runtime +- user code snippets do survive application update and may require data migration + +In order to implement a migration a new Go file wtih name like `migration_xxx.go` should be created under the `internal/db/schema/migration` path. The file should contain a structure which implements the following interface: +```go +type Version interface { + // GetVersion returns the version string of the schema + GetVersion() string + // GetDescription returns the description of the schema version + GetDescription() string + // InitiateData initializes the data for the schema or performs a migration + InitiateData(args *DBArgs) error +} +``` + +After implementing the migration logic inside of the `InitiateData()` function it should be covered by tests and the new migration should be added to the list of exisitng migrations in the `cmd/server/server.go` file inside of `setupDBStructure()` function. + +## Datastore schema +There are several entity kinds in Datastore: +| Entity kind | Description | Corresponding Go struct | +|-------------|-------------|-------------------------| +| [`pg_schema_versions`](#pg_schema_versions) | Schema version entity | `entity.SchemaEntity` | +| [`pg_sdks`](#pg_sdks) | SDK entity | `entity.SDKEntity` | +| [`pg_examples`](#pg_examples) | Example entity | `entity.ExampleEntity` | +| [`pg_snippets`](#pg_snippets) | Snippet entity | `entity.SnippetEntity` | +| [`pg_datasets`](#pg_datasets) | Dataset entity | `entity.DatasetEntity` | +| [`pg_files`](#pg_files) | File entity | `entity.FileEntity` | +| [`pg_pc_objects`](#pg_pc_objects) | Precompiled object entity | `entity.PrecompiledObjectEntity` | + +### pg_schema_versions +This entity kind is used to store schema version and description of changes. +| Field name | Description | Type | +|------------|-------------|------| +| Name/ID | Schema version | `Key` | +| `descr` | Description of changes | `string` | + +### pg_sdks +This entity kind is used to store information about each supported SDK. + +| Field name | Description | Type | +|------------|-------------|------| +| Name/ID | SDK name | `Key` | +| `defaultExample` | Name of the default example for this SDK | `string` | + +### pg_examples +This entity kind is used to store example catalog items. + +| Field name | Description | Type | +|------------|-------------|------| +| Name/ID | Example ID. Has form of `_` | `Key` | +| `name` | Example name | `string` | +| `sdk` | SDK ID | `Key` | +| `descr` | Example description | `string` | +| `tags` | Example tags | `[]string` | +| `cats` | Example categories | `[]string` | +| `path` | Url of the example on Github | `string` | +| `type` | Type of the example. Possible values are `PRECOMPILED_OBJECT_TYPE_UNSPECIFIED`, `PRECOMPILED_OBJECT_TYPE_EXAMPLE`, `PRECOMPILED_OBJECT_TYPE_KATA`, `PRECOMPILED_OBJECT_TYPE_UNIT_TEST` | `string` | +| `origin` | `PG_EXAMPLES` for Playground examples, `TB_EXAMPLES` for Tour of Beam examples | `string` | +| `schVer` | Schema version | `Key` | +| `urlVCS` | Url of the example on Github | `string` | +| `urlNotebook` | Url to a Collab notebook which has the example code | `string` | +| `alwaysRun` | If true, frontend will ignore any precompiled objects assosciated with the example and run it always | `bool` | + +### pg_snippets +This entity kind is used to store snippets. + +| Field name | Description | Type | +|------------|-------------|------| +| Name/ID | Snippet ID. For shared user code the ID is computed based on the snippet content hash, for the snippets containing examples code the ID is the same as for the related example | `Key` | +| `ownerId` | ***Cannot find any usage***| `string` | +| `sdk` | SDK ID | `Key` | +| `pipeOpts` | Pipeline options | `string` | +| `created` | Creation time | `time.Time` | +| `lVisited` | Last visit time | `time.Time` | +| `origin` | `PG_SNIPPETS` for Playground examples, `TB_SNIPPETS` for Tour of Beam examples, `PG_USER` for snippets with code shared by users, `TB_USER` for snippets created by Tour Of Beam users | `string` | +| `visitCount` | Number of times the snippet was visited | `int` | +| `schVer` | Schema version | `Key` | +| `numberOfFiles` | Number of files in the snippet. Used to derive file keys. | `int` | +| `complexity` | Complexity of the snippet. Possible values are `COMPLEXITY_UNSPECIFIED`, `COMPLEXITY_BASIC`, `COMPLEXITY_MEDIUM`, `COMPLEXITY_ADVANCED` | `string` | +| `persistenceKey` | Used to track snippets created with Tour of Beam. When Tour of Beam user save a new snippet, all other snippets with the same persistenceKey are removed. | `string` | +| `datasets` | Contains an array of `DatasetNestedEntity` objects which describe datasets and emulators assosciated with the snippet | `[]DatasetNestedEntity` | + +#### DatasetNestedEntity +| Field name | Description | Type | +|------------|-------------|------| +| `config` | A JSON serialized `map[string]string` object which contains emulator configuration | `string` | +| `dataset` | Dataset ID | `Key` | +| `emulator` | Emulator name. Currently only `kafka` is supported | `string` | + +### pg_datasets +| Field name | Description | Type | +|------------|-------------|------| +| Name/ID | Name of the dataset | Key | +| `path` | Path to the dataset file on the runner filesystem under path specified in `DATASETS_PATH` environment variable (`/opt/playground/backend/datasets` by default) | `string` | + +### pg_files +| Field name | Description | Type | +|------------|-------------|------| +| Name/ID | This field is constructed by concatenating snippet ID with an underscore (`_`) and an ordinal number of the file in the snippet. For example, if snippet `SDK_JAVA_Example` has `numberOfFiles` set to `2` then there will be two `pg_files` entities with `SDK_JAVA_Example_0` and `SDK_JAVA_Example_1` keys. | Key | +| `content` | Content of the file | `string` | +| `cntxLine` | Line number on which frontend will initially focus the text editor cursor when the file is being displayed | `int32` | +| `isMain` | Whether the file is the main file in the snippet. There can only be one main file in the snippet | `bool` | +| `name` | Name of the file which will shown to the user by the frontend | `string` | + +### pg_pc_objects +These entities contain pre-compiled (cached) outputs of examples. There are three types of precompiled objects: +- `OUTPUT`, containing example's run output +- `LOG`, contianing example's log output +- `GRAPH`, containing example's execution graph output +All of these precompiled objects share the same schema + +| Field name | Description | Type | +|------------|-------------|------| +| Name/ID | Key is constructed by concatenating example's ID with precompiled object type, e.g. `SDK_GO_WordCount_OUTPUT`, `SDK_GO_WordCount_LOG`, `SDK_GO_WordCount_GRAPH` | Key | +| `content` | Saved output of the example's run | `string` | + +## Datastore indexes +Indexes are defined in [`index.yaml`](../index.yaml) file. The file is used during deployment to create indexes in the Datastore. + +# Redis + +Playground uses Redis as a cache for examples catalog to avoid having to re-enumerate all exmaples upon each request, as a temporary storage for examples output (logs, graphs, etc.) and as a message bus to relay events like a user request for pipeline cancellation. + +Each pipeline run uses pipleine id as a Redis key, with the following subkeys ([source](internal/cache/cache.go)): +| Key | Subkey | Description | +|-----|--------|-------------| +| Pipeline Id | `STATUS` | Pipeline status. Possible values can be found in [`api.proto`](../api/v1/api.proto) in `Status` enum. | +| Pipeline Id | `RUN_OUTPUT` | Pipeline run output. | +| Pipeline Id | `RUN_ERROR` | Pipeline run error message. | +| Pipeline Id | `VALIDATION_OUTPUT` | Pipeline validation step output. | +| Pipeline Id | `PREPARATION_OUTPUT` | Pipeline preparation step output. | +| Pipeline Id | `COMPILE_OUTPUT` | Pipeline compilation step output. | +| Pipeline Id | `CANCELED` | Used to signal that user has requested pipeline cancellation. Runner periodically polls the cache to check if this key has been set to `true` and cancels the pipeline if it has. | +| Pipeline Id | `RUN_OUTPUT_INDEX` | Index of the start of the run step's output. Upon each request of the pipeline execution logs this value is set to the end of the returned log and used in subsequent requests to skip already sent log fragment. | +| Pipeline Id | `LOGS` | Pipeline execution logs. | + +Additionally there are keys used globally by the Playground: +| Key | Subkey | Description | +|-----|--------|-------------| +| `EXAMPLES_CATALOG` | None | Used to store cached version of examples catalog. | +| `SDKS_CATALOG` | None | Used to store cached version of supported SDKS list with list of names of default examples. | +| `DEFAULT_PRECOMPILED_OBJECTS` | Sdk | Used to store a default example metadata in cache. | diff --git a/playground/backend/containers/java/Dockerfile b/playground/backend/containers/java/Dockerfile index 02b009001cc92..6cd16fab4e7c8 100644 --- a/playground/backend/containers/java/Dockerfile +++ b/playground/backend/containers/java/Dockerfile @@ -63,6 +63,10 @@ ENV SERVER_PORT=8080 ENV APP_WORK_DIR=/opt/playground/backend/ ENV BEAM_SDK="SDK_JAVA" ENV PROPERTY_PATH=/opt/playground/backend/properties.yaml +ARG CALCITE_VERSION=1_28_0 +ARG BYTEBUDDY_VERSION=1.12.14 +ARG FASTJSON_VERSION=1.2.69 +ARG JANINO_VERSION=3.0.11 # Copy build result COPY --from=build /go/bin/server_java_backend /opt/playground/backend/ @@ -88,6 +92,26 @@ RUN wget https://repo1.maven.org/maven2/org/springframework/spring-core/$SPRING_ # Install Spring JCL RUN wget https://repo1.maven.org/maven2/org/springframework/spring-jcl/$SPRING_VERSION/spring-jcl-$SPRING_VERSION.jar &&\ mv spring-jcl-$SPRING_VERSION.jar /opt/apache/beam/jars/spring-jcl.jar + +# Install sql extensions service and dependencies for Beam +RUN wget https://repo1.maven.org/maven2/org/apache/beam/beam-sdks-java-extensions-sql/$BEAM_VERSION/beam-sdks-java-extensions-sql-$BEAM_VERSION.jar &&\ + mv beam-sdks-java-extensions-sql-$BEAM_VERSION.jar /opt/apache/beam/jars/beam-sdks-java-extensions-sql.jar + +RUN wget https://repo1.maven.org/maven2/org/apache/beam/beam-vendor-calcite-$CALCITE_VERSION/0.2/beam-vendor-calcite-$CALCITE_VERSION-0.2.jar &&\ + mv beam-vendor-calcite-$CALCITE_VERSION-0.2.jar /opt/apache/beam/jars/beam-vendor-calcite-$CALCITE_VERSION.jar + +RUN wget https://repo1.maven.org/maven2/net/bytebuddy/byte-buddy/$BYTEBUDDY_VERSION/byte-buddy-$BYTEBUDDY_VERSION.jar &&\ + mv byte-buddy-$BYTEBUDDY_VERSION.jar /opt/apache/beam/jars/byte-buddy-$BYTEBUDDY_VERSION.jar + +RUN wget https://repo1.maven.org/maven2/com/alibaba/fastjson/$FASTJSON_VERSION/fastjson-$FASTJSON_VERSION.jar &&\ + mv fastjson-$FASTJSON_VERSION.jar /opt/apache/beam/jars/fastjson-$FASTJSON_VERSION.jar + +RUN wget https://repo1.maven.org/maven2/org/codehaus/janino/janino/$JANINO_VERSION/janino-$JANINO_VERSION.jar &&\ + mv janino-$JANINO_VERSION.jar /opt/apache/beam/jars/janino-$JANINO_VERSION.jar + +RUN wget https://repo1.maven.org/maven2/org/codehaus/janino/commons-compiler/$JANINO_VERSION/commons-compiler-$JANINO_VERSION.jar &&\ + mv commons-compiler-$JANINO_VERSION.jar /opt/apache/beam/jars/commons-compiler-$JANINO_VERSION.jar + # Install Java Katas Utils COPY katas /go/src/katas RUN cd /go/src/katas &&\ diff --git a/playground/backend/containers/python/build.gradle b/playground/backend/containers/python/build.gradle index 30ead18f86186..9b11b19b16b77 100644 --- a/playground/backend/containers/python/build.gradle +++ b/playground/backend/containers/python/build.gradle @@ -23,7 +23,7 @@ apply from: "$project.rootDir/playground/backend/containers/git-functions.gradle applyDockerNature() def playgroundJobServerProject = "${project.path.replace('-container', '')}" - +def default_beam_version = "2.44.0" description = project(playgroundJobServerProject).description + " :: Container" configurations { @@ -77,7 +77,7 @@ docker { project.rootProject["go-base-image"] : "golang:1.18-bullseye", 'SDK_TAG' : project.rootProject.hasProperty(["sdk-tag"]) ? - project.rootProject["sdk-tag"] : project.rootProject.sdk_version, + project.rootProject["sdk-tag"] : default_beam_version, 'GIT_COMMIT' : getGitCommitHash(), 'GIT_TIMESTAMP': getGitCommitTimestamp()]) } diff --git a/playground/backend/containers/scio/build.gradle b/playground/backend/containers/scio/build.gradle index e4afb763992bd..affb3c778cfe9 100644 --- a/playground/backend/containers/scio/build.gradle +++ b/playground/backend/containers/scio/build.gradle @@ -71,7 +71,7 @@ docker { buildArgs( ['BASE_IMAGE' : project.rootProject.hasProperty(["base-image"]) ? project.rootProject["base-image"] : - "openjdk:8", + "openjdk:11", 'GIT_COMMIT' : getGitCommitHash(), 'GIT_TIMESTAMP': getGitCommitTimestamp()]) } diff --git a/playground/backend/datasets/NYCTaxi1000Avro.avro b/playground/backend/datasets/NYCTaxi1000Avro.avro new file mode 100644 index 0000000000000..a2ca5ec8b1cbe Binary files /dev/null and b/playground/backend/datasets/NYCTaxi1000Avro.avro differ diff --git a/playground/backend/datasets/NYCTaxi1000Json.json b/playground/backend/datasets/NYCTaxi1000Json.json new file mode 100644 index 0000000000000..afbc9d77b30ee --- /dev/null +++ b/playground/backend/datasets/NYCTaxi1000Json.json @@ -0,0 +1,18964 @@ +[ + { + "VendorID": 1, + "tpep_pickup_datetime": "2018-01-01 00:21:05", + "tpep_dropoff_datetime": "2018-01-01 00:24:23", + "passenger_count": 1, + "trip_distance": 0.50, + "RatecodeID": 1, + "store_and_fwd_flag": "N", + "PULocationID": 41, + "DOLocationID": 24, + "payment_type": 2, + "fare_amount": 4.5, + "extra": 0.5, + "mta_tax": 0.5, + "tip_amount": 0, + "tolls_amount": 0, + "improvement_surcharge": 0.3, + "total_amount": 5.8 + }, + { + "VendorID": 1, + "tpep_pickup_datetime": "2018-01-01 00:44:55", + "tpep_dropoff_datetime": "2018-01-01 01:03:05", + "passenger_count": 1, + "trip_distance": 2.7, + "RatecodeID": 1, + "store_and_fwd_flag": "N", + "PULocationID": 239, + 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+ }, + { + "VendorID": 2, + "passenger_count": 5 + }, + { + "VendorID": 1, + "passenger_count": 1 + }, + { + "VendorID": 1, + "passenger_count": 1 + }, + { + "VendorID": 1, + "passenger_count": 1 + }, + { + "VendorID": 1, + "passenger_count": 1 + }, + { + "VendorID": 1, + "passenger_count": 1 + }, + { + "VendorID": 2, + "passenger_count": 1 + }, + { + "VendorID": 2, + "passenger_count": 1 + }, + { + "VendorID": 2, + "passenger_count": 1 + }, + { + "VendorID": 2, + "passenger_count": 1 + }, + { + "VendorID": 1, + "passenger_count": 2 + }, + { + "VendorID": 1, + "passenger_count": 2 + }, + { + "VendorID": 1, + "passenger_count": 2 + }, + { + "VendorID": 1, + "passenger_count": 2 + }, + { + "VendorID": 1, + "passenger_count": 2 + }, + { + "VendorID": 2, + "passenger_count": 1 + }, + { + "VendorID": 2, + "passenger_count": 1 + }, + { + "VendorID": 1, + "passenger_count": 4 + }, + { + "VendorID": 2, + "passenger_count": 1 + }, + { + "VendorID": 2, + "passenger_count": 1 + }, + { + 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"passenger_count": 2 + }, + { + "VendorID": 1, + "passenger_count": 1 + }, + { + "VendorID": 1, + "passenger_count": 1 + }, + { + "VendorID": 1, + "passenger_count": 3 + }, + { + "VendorID": 1, + "passenger_count": 3 + }, + { + "VendorID": 1, + "passenger_count": 1 + }, + { + "VendorID": 1, + "passenger_count": 1 + }, + { + "VendorID": 1, + "passenger_count": 2 + }, + { + "VendorID": 1, + "passenger_count": 2 + }, + { + "VendorID": 1, + "passenger_count": 1 + }, + { + "VendorID": 2, + "passenger_count": 2 + }, + { + "VendorID": 2, + "passenger_count": 3 + }, + { + "VendorID": 2, + "passenger_count": 1 + }, + { + "VendorID": 2, + "passenger_count": 2 + }, + { + "VendorID": 2, + "passenger_count": 1 + }, + { + "VendorID": 2, + "passenger_count": 1 + }, + { + "VendorID": 2, + "passenger_count": 1 + }, + { + "VendorID": 2, + "passenger_count": 1 + }, + { + "VendorID": 2, + "passenger_count": 2 + }, + { + "VendorID": 2, + "passenger_count": 3 + }, + { + "VendorID": 2, + "passenger_count": 3 + }, + { + "VendorID": 2, + "passenger_count": 1 + }, + { + "VendorID": 1, + "passenger_count": 1 + } +] \ No newline at end of file diff --git a/playground/backend/go.mod b/playground/backend/go.mod index d1ba16a2d59c1..b9f9c653a93a4 100644 --- a/playground/backend/go.mod +++ b/playground/backend/go.mod @@ -18,46 +18,47 @@ module beam.apache.org/playground/backend go 1.18 require ( - cloud.google.com/go/datastore v1.9.0 - cloud.google.com/go/logging v1.5.0 + cloud.google.com/go/datastore v1.10.0 + cloud.google.com/go/logging v1.7.0 github.com/GoogleCloudPlatform/functions-framework-go v1.6.1 - github.com/confluentinc/confluent-kafka-go v1.9.2 + github.com/confluentinc/confluent-kafka-go/v2 v2.1.1 github.com/go-redis/redis/v8 v8.11.5 github.com/go-redis/redismock/v8 v8.0.6 github.com/google/go-cmp v0.5.9 github.com/google/uuid v1.3.0 github.com/improbable-eng/grpc-web v0.15.0 - github.com/linkedin/goavro v2.1.0+incompatible + github.com/linkedin/goavro/v2 v2.11.1 github.com/procyon-projects/chrono v1.1.2 github.com/rs/cors v1.8.2 github.com/spf13/viper v1.14.0 - github.com/stretchr/testify v1.8.1 + github.com/stretchr/testify v1.8.2 go.uber.org/goleak v1.2.0 - google.golang.org/grpc v1.51.0 - google.golang.org/protobuf v1.28.1 + google.golang.org/grpc v1.54.0 + google.golang.org/protobuf v1.30.0 gopkg.in/yaml.v3 v3.0.1 ) require ( - cloud.google.com/go v0.104.0 // indirect - cloud.google.com/go/compute v1.12.1 // indirect - cloud.google.com/go/compute/metadata v0.2.1 // indirect - cloud.google.com/go/functions v1.7.0 // indirect - github.com/cenkalti/backoff/v4 v4.1.1 // indirect - github.com/cespare/xxhash/v2 v2.1.2 // indirect + cloud.google.com/go v0.110.0 // indirect + cloud.google.com/go/compute v1.19.0 // indirect + cloud.google.com/go/compute/metadata v0.2.3 // indirect + cloud.google.com/go/functions v1.12.0 // indirect + cloud.google.com/go/longrunning v0.4.1 // indirect + github.com/cenkalti/backoff/v4 v4.1.3 // indirect + github.com/cespare/xxhash/v2 v2.2.0 // indirect github.com/cloudevents/sdk-go/v2 v2.6.1 // indirect github.com/davecgh/go-spew v1.1.1 // indirect github.com/desertbit/timer v0.0.0-20180107155436-c41aec40b27f // indirect github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f // indirect github.com/fsnotify/fsnotify v1.6.0 // indirect github.com/golang/groupcache v0.0.0-20210331224755-41bb18bfe9da // indirect - github.com/golang/protobuf v1.5.2 // indirect + github.com/golang/protobuf v1.5.3 // indirect github.com/golang/snappy v0.0.4 // indirect - github.com/googleapis/enterprise-certificate-proxy v0.2.0 // indirect - github.com/googleapis/gax-go/v2 v2.6.0 // indirect + github.com/googleapis/enterprise-certificate-proxy v0.2.3 // indirect + github.com/googleapis/gax-go/v2 v2.7.1 // indirect github.com/hashicorp/hcl v1.0.0 // indirect github.com/json-iterator/go v1.1.12 // indirect - github.com/klauspost/compress v1.11.7 // indirect + github.com/klauspost/compress v1.15.9 // indirect github.com/magiconair/properties v1.8.6 // indirect github.com/mitchellh/mapstructure v1.5.0 // indirect github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect @@ -70,21 +71,20 @@ require ( github.com/spf13/jwalterweatherman v1.1.0 // indirect github.com/spf13/pflag v1.0.5 // indirect github.com/subosito/gotenv v1.4.1 // indirect - go.opencensus.io v0.23.0 // indirect + go.opencensus.io v0.24.0 // indirect go.uber.org/atomic v1.9.0 // indirect go.uber.org/multierr v1.8.0 // indirect go.uber.org/zap v1.21.0 // indirect - golang.org/x/net v0.0.0-20221014081412-f15817d10f9b // indirect - golang.org/x/oauth2 v0.0.0-20221014153046-6fdb5e3db783 // indirect + golang.org/x/net v0.8.0 // indirect + golang.org/x/oauth2 v0.6.0 // indirect golang.org/x/sync v0.1.0 // indirect - golang.org/x/sys v0.0.0-20220908164124-27713097b956 // indirect - golang.org/x/text v0.4.0 // indirect + golang.org/x/sys v0.6.0 // indirect + golang.org/x/text v0.8.0 // indirect golang.org/x/xerrors v0.0.0-20220907171357-04be3eba64a2 // indirect - google.golang.org/api v0.102.0 // indirect + google.golang.org/api v0.114.0 // indirect google.golang.org/appengine v1.6.7 // indirect - google.golang.org/genproto v0.0.0-20221024183307-1bc688fe9f3e // indirect + google.golang.org/genproto v0.0.0-20230331144136-dcfb400f0633 // indirect gopkg.in/ini.v1 v1.67.0 // indirect - gopkg.in/linkedin/goavro.v1 v1.0.5 // indirect gopkg.in/yaml.v2 v2.4.0 // indirect nhooyr.io/websocket v1.8.6 // indirect ) diff --git a/playground/backend/go.sum b/playground/backend/go.sum index 1223bc87476bf..779dc5a38c1f9 100644 --- a/playground/backend/go.sum +++ b/playground/backend/go.sum @@ -1,3 +1,5 @@ +bazil.org/fuse v0.0.0-20160811212531-371fbbdaa898/go.mod h1:Xbm+BRKSBEpa4q4hTSxohYNQpsxXPbPry4JJWOB3LB8= +bazil.org/fuse v0.0.0-20200407214033-5883e5a4b512/go.mod h1:FbcW6z/2VytnFDhZfumh8Ss8zxHE6qpMP5sHTRe0EaM= cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= cloud.google.com/go v0.38.0/go.mod h1:990N+gfupTy94rShfmMCWGDn0LpTmnzTp2qbd1dvSRU= @@ -28,41 +30,491 @@ cloud.google.com/go v0.93.3/go.mod h1:8utlLll2EF5XMAV15woO4lSbWQlk8rer9aLOfLh7+Y cloud.google.com/go v0.94.1/go.mod h1:qAlAugsXlC+JWO+Bke5vCtc9ONxjQT3drlTTnAplMW4= cloud.google.com/go v0.97.0/go.mod h1:GF7l59pYBVlXQIBLx3a761cZ41F9bBH3JUlihCt2Udc= cloud.google.com/go v0.99.0/go.mod h1:w0Xx2nLzqWJPuozYQX+hFfCSI8WioryfRDzkoI/Y2ZA= +cloud.google.com/go v0.100.1/go.mod h1:fs4QogzfH5n2pBXBP9vRiU+eCny7lD2vmFZy79Iuw1U= cloud.google.com/go v0.100.2/go.mod h1:4Xra9TjzAeYHrl5+oeLlzbM2k3mjVhZh4UqTZ//w99A= cloud.google.com/go v0.102.0/go.mod h1:oWcCzKlqJ5zgHQt9YsaeTY9KzIvjyy0ArmiBUgpQ+nc= cloud.google.com/go v0.102.1/go.mod h1:XZ77E9qnTEnrgEOvr4xzfdX5TRo7fB4T2F4O6+34hIU= -cloud.google.com/go v0.104.0 h1:gSmWO7DY1vOm0MVU6DNXM11BWHHsTUmsC5cv1fuW5X8= cloud.google.com/go v0.104.0/go.mod h1:OO6xxXdJyvuJPcEPBLN9BJPD+jep5G1+2U5B5gkRYtA= +cloud.google.com/go v0.105.0/go.mod h1:PrLgOJNe5nfE9UMxKxgXj4mD3voiP+YQ6gdt6KMFOKM= +cloud.google.com/go v0.107.0/go.mod h1:wpc2eNrD7hXUTy8EKS10jkxpZBjASrORK7goS+3YX2I= +cloud.google.com/go v0.110.0 h1:Zc8gqp3+a9/Eyph2KDmcGaPtbKRIoqq4YTlL4NMD0Ys= +cloud.google.com/go v0.110.0/go.mod h1:SJnCLqQ0FCFGSZMUNUf84MV3Aia54kn7pi8st7tMzaY= +cloud.google.com/go/accessapproval v1.4.0/go.mod h1:zybIuC3KpDOvotz59lFe5qxRZx6C75OtwbisN56xYB4= +cloud.google.com/go/accessapproval v1.5.0/go.mod h1:HFy3tuiGvMdcd/u+Cu5b9NkO1pEICJ46IR82PoUdplw= +cloud.google.com/go/accessapproval v1.6.0/go.mod h1:R0EiYnwV5fsRFiKZkPHr6mwyk2wxUJ30nL4j2pcFY2E= +cloud.google.com/go/accesscontextmanager v1.3.0/go.mod h1:TgCBehyr5gNMz7ZaH9xubp+CE8dkrszb4oK9CWyvD4o= +cloud.google.com/go/accesscontextmanager v1.4.0/go.mod h1:/Kjh7BBu/Gh83sv+K60vN9QE5NJcd80sU33vIe2IFPE= +cloud.google.com/go/accesscontextmanager v1.6.0/go.mod h1:8XCvZWfYw3K/ji0iVnp+6pu7huxoQTLmxAbVjbloTtM= +cloud.google.com/go/accesscontextmanager v1.7.0/go.mod h1:CEGLewx8dwa33aDAZQujl7Dx+uYhS0eay198wB/VumQ= +cloud.google.com/go/aiplatform v1.22.0/go.mod h1:ig5Nct50bZlzV6NvKaTwmplLLddFx0YReh9WfTO5jKw= +cloud.google.com/go/aiplatform v1.24.0/go.mod h1:67UUvRBKG6GTayHKV8DBv2RtR1t93YRu5B1P3x99mYY= +cloud.google.com/go/aiplatform v1.27.0/go.mod h1:Bvxqtl40l0WImSb04d0hXFU7gDOiq9jQmorivIiWcKg= +cloud.google.com/go/aiplatform v1.35.0/go.mod h1:7MFT/vCaOyZT/4IIFfxH4ErVg/4ku6lKv3w0+tFTgXQ= +cloud.google.com/go/aiplatform v1.36.1/go.mod h1:WTm12vJRPARNvJ+v6P52RDHCNe4AhvjcIZ/9/RRHy/k= +cloud.google.com/go/analytics v0.11.0/go.mod h1:DjEWCu41bVbYcKyvlws9Er60YE4a//bK6mnhWvQeFNI= +cloud.google.com/go/analytics v0.12.0/go.mod h1:gkfj9h6XRf9+TS4bmuhPEShsh3hH8PAZzm/41OOhQd4= +cloud.google.com/go/analytics v0.17.0/go.mod h1:WXFa3WSym4IZ+JiKmavYdJwGG/CvpqiqczmL59bTD9M= +cloud.google.com/go/analytics v0.18.0/go.mod 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h1:g/IcepuwNsoiX5Byy2nNV0ySUF1em498m7hBWC279Yc= +go.opentelemetry.io/otel/sdk v1.3.0/go.mod h1:rIo4suHNhQwBIPg9axF8V9CA72Wz2mKF1teNrup8yzs= +go.opentelemetry.io/otel/sdk/export/metric v0.20.0/go.mod h1:h7RBNMsDJ5pmI1zExLi+bJK+Dr8NQCh0qGhm1KDnNlE= +go.opentelemetry.io/otel/sdk/metric v0.20.0/go.mod h1:knxiS8Xd4E/N+ZqKmUPf3gTTZ4/0TjTXukfxjzSTpHE= go.opentelemetry.io/otel/trace v0.19.0/go.mod h1:4IXiNextNOpPnRlI4ryK69mn5iC84bjBWZQA5DXz/qg= +go.opentelemetry.io/otel/trace v0.20.0/go.mod h1:6GjCW8zgDjwGHGa6GkyeB8+/5vjT16gUEi0Nf1iBdgw= +go.opentelemetry.io/otel/trace v1.3.0/go.mod h1:c/VDhno8888bvQYmbYLqe41/Ldmr/KKunbvWM4/fEjk= go.opentelemetry.io/proto/otlp v0.7.0/go.mod h1:PqfVotwruBrMGOCsRd/89rSnXhoiJIqeYNgFYFoEGnI= +go.opentelemetry.io/proto/otlp v0.11.0/go.mod h1:QpEjXPrNQzrFDZgoTo49dgHR9RYRSrg3NAKnUGl9YpQ= +go.opentelemetry.io/proto/otlp v0.15.0/go.mod h1:H7XAot3MsfNsj7EXtrA2q5xSNQ10UqI405h3+duxN4U= go.uber.org/atomic v1.3.2/go.mod h1:gD2HeocX3+yG+ygLZcrzQJaqmWj9AIm7n08wl/qW/PE= go.uber.org/atomic v1.4.0/go.mod h1:gD2HeocX3+yG+ygLZcrzQJaqmWj9AIm7n08wl/qW/PE= go.uber.org/atomic v1.5.0/go.mod h1:sABNBOSYdrvTF6hTgEIbc7YasKWGhgEQZyfxyTvoXHQ= go.uber.org/atomic v1.7.0/go.mod h1:fEN4uk6kAWBTFdckzkM89CLk9XfWZrxpCo0nPH17wJc= go.uber.org/atomic v1.9.0 h1:ECmE8Bn/WFTYwEW/bpKD3M8VtR/zQVbavAoalC1PYyE= go.uber.org/atomic v1.9.0/go.mod h1:fEN4uk6kAWBTFdckzkM89CLk9XfWZrxpCo0nPH17wJc= +go.uber.org/goleak v1.1.10/go.mod h1:8a7PlsEVH3e/a/GLqe5IIrQx6GzcnRmZEufDUTk4A7A= go.uber.org/goleak v1.1.11/go.mod h1:cwTWslyiVhfpKIDGSZEM2HlOvcqm+tG4zioyIeLoqMQ= +go.uber.org/goleak v1.1.12/go.mod h1:cwTWslyiVhfpKIDGSZEM2HlOvcqm+tG4zioyIeLoqMQ= go.uber.org/goleak v1.2.0 h1:xqgm/S+aQvhWFTtR0XK3Jvg7z8kGV8P4X14IzwN3Eqk= go.uber.org/goleak v1.2.0/go.mod h1:XJYK+MuIchqpmGmUSAzotztawfKvYLUIgg7guXrwVUo= go.uber.org/multierr v1.1.0/go.mod h1:wR5kodmAFQ0UK8QlbwjlSNy0Z68gJhDJUG5sjR94q/0= @@ -625,22 +1781,37 @@ go.uber.org/multierr v1.8.0/go.mod h1:7EAYxJLBy9rStEaz58O2t4Uvip6FSURkq8/ppBp95a go.uber.org/tools v0.0.0-20190618225709-2cfd321de3ee/go.mod h1:vJERXedbb3MVM5f9Ejo0C68/HhF8uaILCdgjnY+goOA= go.uber.org/zap v1.10.0/go.mod h1:vwi/ZaCAaUcBkycHslxD9B2zi4UTXhF60s6SWpuDF0Q= go.uber.org/zap v1.13.0/go.mod h1:zwrFLgMcdUuIBviXEYEH1YKNaOBnKXsx2IPda5bBwHM= +go.uber.org/zap v1.17.0/go.mod h1:MXVU+bhUf/A7Xi2HNOnopQOrmycQ5Ih87HtOu4q5SSo= go.uber.org/zap v1.21.0 h1:WefMeulhovoZ2sYXz7st6K0sLj7bBhpiFaud4r4zST8= go.uber.org/zap v1.21.0/go.mod h1:wjWOCqI0f2ZZrJF/UufIOkiC8ii6tm1iqIsLo76RfJw= +golang.org/x/crypto v0.0.0-20171113213409-9f005a07e0d3/go.mod h1:6SG95UA2DQfeDnfUPMdvaQW0Q7yPrPDi9nlGo2tz2b4= golang.org/x/crypto v0.0.0-20180904163835-0709b304e793/go.mod h1:6SG95UA2DQfeDnfUPMdvaQW0Q7yPrPDi9nlGo2tz2b4= +golang.org/x/crypto v0.0.0-20181009213950-7c1a557ab941/go.mod h1:6SG95UA2DQfeDnfUPMdvaQW0Q7yPrPDi9nlGo2tz2b4= golang.org/x/crypto v0.0.0-20181029021203-45a5f77698d3/go.mod h1:6SG95UA2DQfeDnfUPMdvaQW0Q7yPrPDi9nlGo2tz2b4= golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod 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h1:2RIsYlXP63K8oxa1u0 golang.org/x/exp v0.0.0-20200207192155-f17229e696bd/go.mod h1:J/WKrq2StrnmMY6+EHIKF9dgMWnmCNThgcyBT1FY9mM= golang.org/x/exp v0.0.0-20200224162631-6cc2880d07d6/go.mod h1:3jZMyOhIsHpP37uCMkUooju7aAi5cS1Q23tOzKc+0MU= golang.org/x/exp v0.0.0-20200331195152-e8c3332aa8e5/go.mod h1:4M0jN8W1tt0AVLNr8HDosyJCDCDuyL9N9+3m7wDWgKw= +golang.org/x/exp v0.0.0-20220827204233-334a2380cb91/go.mod h1:cyybsKvd6eL0RnXn6p/Grxp8F5bW7iYuBgsNCOHpMYE= +golang.org/x/image v0.0.0-20180708004352-c73c2afc3b81/go.mod h1:ux5Hcp/YLpHSI86hEcLt0YII63i6oz57MZXIpbrjZUs= golang.org/x/image v0.0.0-20190227222117-0694c2d4d067/go.mod h1:kZ7UVZpmo3dzQBMxlp+ypCbDeSB+sBbTgSJuh5dn5js= golang.org/x/image v0.0.0-20190802002840-cff245a6509b/go.mod h1:FeLwcggjj3mMvU+oOTbSwawSJRM1uh48EjtB4UJZlP0= +golang.org/x/image v0.0.0-20190910094157-69e4b8554b2a/go.mod h1:FeLwcggjj3mMvU+oOTbSwawSJRM1uh48EjtB4UJZlP0= +golang.org/x/image v0.0.0-20200119044424-58c23975cae1/go.mod h1:FeLwcggjj3mMvU+oOTbSwawSJRM1uh48EjtB4UJZlP0= 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golang.org/x/lint v0.0.0-20190227174305-5b3e6a55c961/go.mod h1:wehouNa3lNwaWXcvxsM5YxQ5yQlVC4a0KAMCusXpPoU= golang.org/x/lint v0.0.0-20190301231843-5614ed5bae6f/go.mod h1:UVdnD1Gm6xHRNCYTkRU2/jEulfH38KcIWyp/GAMgvoE= @@ -674,9 +1857,15 @@ golang.org/x/mod v0.3.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= golang.org/x/mod v0.4.0/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= golang.org/x/mod v0.4.1/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= golang.org/x/mod v0.4.2/go.mod h1:s0Qsj1ACt9ePp/hMypM3fl4fZqREWJwdYDEqhRiZZUA= +golang.org/x/mod v0.5.0/go.mod h1:5OXOZSfqPIIbmVBIIKWRFfZjPR0E5r58TLhUjH0a2Ro= +golang.org/x/mod v0.5.1/go.mod h1:5OXOZSfqPIIbmVBIIKWRFfZjPR0E5r58TLhUjH0a2Ro= +golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4= +golang.org/x/mod v0.7.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs= +golang.org/x/mod v0.8.0/go.mod h1:iBbtSCu2XBx23ZKBPSOrRkjjQPZFPuis4dIYUhu/chs= golang.org/x/net v0.0.0-20180724234803-3673e40ba225/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= golang.org/x/net v0.0.0-20180826012351-8a410e7b638d/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= golang.org/x/net v0.0.0-20180906233101-161cd47e91fd/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= +golang.org/x/net v0.0.0-20181011144130-49bb7cea24b1/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= golang.org/x/net v0.0.0-20181023162649-9b4f9f5ad519/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= golang.org/x/net v0.0.0-20181114220301-adae6a3d119a/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= golang.org/x/net v0.0.0-20181201002055-351d144fa1fc/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4= @@ -688,12 +1877,16 @@ golang.org/x/net v0.0.0-20190311183353-d8887717615a/go.mod h1:t9HGtf8HONx5eT2rtn golang.org/x/net v0.0.0-20190404232315-eb5bcb51f2a3/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg= golang.org/x/net v0.0.0-20190501004415-9ce7a6920f09/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg= golang.org/x/net v0.0.0-20190503192946-f4e77d36d62c/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg= +golang.org/x/net v0.0.0-20190522155817-f3200d17e092/go.mod h1:HSz+uSET+XFnRR8LxR5pz3Of3rY3CfYBVs4xY44aLks= golang.org/x/net v0.0.0-20190603091049-60506f45cf65/go.mod h1:HSz+uSET+XFnRR8LxR5pz3Of3rY3CfYBVs4xY44aLks= golang.org/x/net v0.0.0-20190613194153-d28f0bde5980/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= +golang.org/x/net v0.0.0-20190619014844-b5b0513f8c1b/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20190628185345-da137c7871d7/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20190724013045-ca1201d0de80/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20190813141303-74dc4d7220e7/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= +golang.org/x/net v0.0.0-20190827160401-ba9fcec4b297/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= +golang.org/x/net v0.0.0-20191004110552-13f9640d40b9/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20191209160850-c0dbc17a3553/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20200114155413-6afb5195e5aa/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= golang.org/x/net v0.0.0-20200202094626-16171245cfb2/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s= @@ -711,6 +1904,7 @@ golang.org/x/net v0.0.0-20200520182314-0ba52f642ac2/go.mod h1:qpuaurCH72eLCgpAm/ golang.org/x/net v0.0.0-20200625001655-4c5254603344/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA= golang.org/x/net v0.0.0-20200707034311-ab3426394381/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA= golang.org/x/net v0.0.0-20200822124328-c89045814202/go.mod h1:/O7V0waA8r7cgGh81Ro3o1hOxt32SMVPicZroKQ2sZA= +golang.org/x/net v0.0.0-20201006153459-a7d1128ccaa0/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= golang.org/x/net v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= golang.org/x/net v0.0.0-20201031054903-ff519b6c9102/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= golang.org/x/net v0.0.0-20201110031124-69a78807bb2b/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= @@ -721,16 +1915,34 @@ golang.org/x/net v0.0.0-20210119194325-5f4716e94777/go.mod h1:m0MpNAwzfU5UDzcl9v golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg= golang.org/x/net v0.0.0-20210316092652-d523dce5a7f4/go.mod h1:RBQZq4jEuRlivfhVLdyRGr576XBO4/greRjx4P4O3yc= golang.org/x/net v0.0.0-20210405180319-a5a99cb37ef4/go.mod h1:p54w0d4576C0XHj96bSt6lcn1PtDYWL6XObtHCRCNQM= +golang.org/x/net v0.0.0-20210428140749-89ef3d95e781/go.mod h1:OJAsFXCWl8Ukc7SiCT/9KSuxbyM7479/AVlXFRxuMCk= golang.org/x/net v0.0.0-20210503060351-7fd8e65b6420/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= +golang.org/x/net v0.0.0-20210520170846-37e1c6afe023/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= +golang.org/x/net v0.0.0-20210525063256-abc453219eb5/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= golang.org/x/net v0.0.0-20210805182204-aaa1db679c0d/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= +golang.org/x/net v0.0.0-20210813160813-60bc85c4be6d/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= +golang.org/x/net v0.0.0-20210825183410-e898025ed96a/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= +golang.org/x/net v0.0.0-20211015210444-4f30a5c0130f/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= +golang.org/x/net v0.0.0-20211209124913-491a49abca63/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= +golang.org/x/net 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h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c= +golang.org/x/net v0.0.0-20220722155237-a158d28d115b/go.mod h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c= +golang.org/x/net v0.0.0-20220909164309-bea034e7d591/go.mod h1:YDH+HFinaLZZlnHAfSS6ZXJJ9M9t4Dl22yv3iI2vPwk= +golang.org/x/net v0.0.0-20221012135044-0b7e1fb9d458/go.mod h1:YDH+HFinaLZZlnHAfSS6ZXJJ9M9t4Dl22yv3iI2vPwk= golang.org/x/net v0.0.0-20221014081412-f15817d10f9b/go.mod h1:YDH+HFinaLZZlnHAfSS6ZXJJ9M9t4Dl22yv3iI2vPwk= +golang.org/x/net v0.2.0/go.mod h1:KqCZLdyyvdV855qA2rE3GC2aiw5xGR5TEjj8smXukLY= +golang.org/x/net v0.5.0/go.mod h1:DivGGAXEgPSlEBzxGzZI+ZLohi+xUj054jfeKui00ws= +golang.org/x/net v0.6.0/go.mod h1:2Tu9+aMcznHK/AK1HMvgo6xiTLG5rD5rZLDS+rp2Bjs= +golang.org/x/net v0.7.0/go.mod h1:2Tu9+aMcznHK/AK1HMvgo6xiTLG5rD5rZLDS+rp2Bjs= +golang.org/x/net v0.8.0 h1:Zrh2ngAOFYneWTAIAPethzeaQLuHwhuBkuV6ZiRnUaQ= +golang.org/x/net v0.8.0/go.mod h1:QVkue5JL9kW//ek3r6jTKnTFis1tRmNAW2P1shuFdJc= golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U= golang.org/x/oauth2 v0.0.0-20190226205417-e64efc72b421/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= golang.org/x/oauth2 v0.0.0-20190604053449-0f29369cfe45/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= @@ -751,8 +1963,15 @@ golang.org/x/oauth2 v0.0.0-20220223155221-ee480838109b/go.mod h1:DAh4E804XQdzx2j golang.org/x/oauth2 v0.0.0-20220309155454-6242fa91716a/go.mod h1:DAh4E804XQdzx2j+YRIaUnCqCV2RuMz24cGBJ5QYIrc= golang.org/x/oauth2 v0.0.0-20220411215720-9780585627b5/go.mod h1:DAh4E804XQdzx2j+YRIaUnCqCV2RuMz24cGBJ5QYIrc= golang.org/x/oauth2 v0.0.0-20220608161450-d0670ef3b1eb/go.mod h1:jaDAt6Dkxork7LmZnYtzbRWj0W47D86a3TGe0YHBvmE= -golang.org/x/oauth2 v0.0.0-20221014153046-6fdb5e3db783 h1:nt+Q6cXKz4MosCSpnbMtqiQ8Oz0pxTef2B4Vca2lvfk= +golang.org/x/oauth2 v0.0.0-20220622183110-fd043fe589d2/go.mod h1:jaDAt6Dkxork7LmZnYtzbRWj0W47D86a3TGe0YHBvmE= +golang.org/x/oauth2 v0.0.0-20220822191816-0ebed06d0094/go.mod h1:h4gKUeWbJ4rQPri7E0u6Gs4e9Ri2zaLxzw5DI5XGrYg= +golang.org/x/oauth2 v0.0.0-20220909003341-f21342109be1/go.mod h1:h4gKUeWbJ4rQPri7E0u6Gs4e9Ri2zaLxzw5DI5XGrYg= +golang.org/x/oauth2 v0.0.0-20221006150949-b44042a4b9c1/go.mod h1:h4gKUeWbJ4rQPri7E0u6Gs4e9Ri2zaLxzw5DI5XGrYg= golang.org/x/oauth2 v0.0.0-20221014153046-6fdb5e3db783/go.mod h1:h4gKUeWbJ4rQPri7E0u6Gs4e9Ri2zaLxzw5DI5XGrYg= +golang.org/x/oauth2 v0.4.0/go.mod h1:RznEsdpjGAINPTOF0UH/t+xJ75L18YO3Ho6Pyn+uRec= +golang.org/x/oauth2 v0.5.0/go.mod h1:9/XBHVqLaWO3/BRHs5jbpYCnOZVjj5V0ndyaAM7KB4I= +golang.org/x/oauth2 v0.6.0 h1:Lh8GPgSKBfWSwFvtuWOfeI3aAAnbXTSutYxJiOJFgIw= +golang.org/x/oauth2 v0.6.0/go.mod h1:ycmewcwgD4Rpr3eZJLSB4Kyyljb3qDh40vJ8STE5HKw= golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20181221193216-37e7f081c4d4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= @@ -765,6 +1984,9 @@ golang.org/x/sync v0.0.0-20201020160332-67f06af15bc9/go.mod h1:RxMgew5VJxzue5/jJ golang.org/x/sync v0.0.0-20201207232520-09787c993a3a/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20210220032951-036812b2e83c/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20220601150217-0de741cfad7f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= +golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= +golang.org/x/sync v0.0.0-20220819030929-7fc1605a5dde/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= +golang.org/x/sync v0.0.0-20220929204114-8fcdb60fdcc0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.1.0 h1:wsuoTGHzEhffawBOhz5CYhcrV4IdKZbEyZjBMuTp12o= golang.org/x/sync v0.1.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= 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v0.0.0-20200212091648-12a6c2dcc1e4/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20200217220822-9197077df867/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20200223170610-d5e6a3e2c0ae/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20200302150141-5c8b2ff67527/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20200323222414-85ca7c5b95cd/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= @@ -807,36 +2044,62 @@ golang.org/x/sys v0.0.0-20200420163511-1957bb5e6d1f/go.mod h1:h1NjWce9XRLGQEsW7w golang.org/x/sys v0.0.0-20200501052902-10377860bb8e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20200511232937-7e40ca221e25/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20200515095857-1151b9dac4a9/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys 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v0.0.0-20211025201205-69cdffdb9359/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.0.0-20211116061358-0a5406a5449c/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20211124211545-fe61309f8881/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20211210111614-af8b64212486/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20211216021012-1d35b9e2eb4e/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= @@ -844,15 +2107,35 @@ golang.org/x/sys v0.0.0-20220128215802-99c3d69c2c27/go.mod h1:oPkhp1MJrh7nUepCBc golang.org/x/sys v0.0.0-20220209214540-3681064d5158/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20220227234510-4e6760a101f9/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20220328115105-d36c6a25d886/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys 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golang.org/x/tools v0.0.0-20200501065659-ab2804fb9c9d/go.mod h1:EkVYQZoAsY45+roY golang.org/x/tools v0.0.0-20200505023115-26f46d2f7ef8/go.mod h1:EkVYQZoAsY45+roYkvgYkIh4xh/qjgUK9TdY2XT94GE= golang.org/x/tools v0.0.0-20200512131952-2bc93b1c0c88/go.mod h1:EkVYQZoAsY45+roYkvgYkIh4xh/qjgUK9TdY2XT94GE= golang.org/x/tools v0.0.0-20200515010526-7d3b6ebf133d/go.mod h1:EkVYQZoAsY45+roYkvgYkIh4xh/qjgUK9TdY2XT94GE= +golang.org/x/tools v0.0.0-20200616133436-c1934b75d054/go.mod h1:EkVYQZoAsY45+roYkvgYkIh4xh/qjgUK9TdY2XT94GE= golang.org/x/tools v0.0.0-20200618134242-20370b0cb4b2/go.mod h1:EkVYQZoAsY45+roYkvgYkIh4xh/qjgUK9TdY2XT94GE= +golang.org/x/tools v0.0.0-20200619180055-7c47624df98f/go.mod h1:EkVYQZoAsY45+roYkvgYkIh4xh/qjgUK9TdY2XT94GE= golang.org/x/tools v0.0.0-20200729194436-6467de6f59a7/go.mod h1:njjCfa9FT2d7l9Bc6FUM5FLjQPp3cFF28FI3qnDFljA= golang.org/x/tools v0.0.0-20200804011535-6c149bb5ef0d/go.mod h1:njjCfa9FT2d7l9Bc6FUM5FLjQPp3cFF28FI3qnDFljA= golang.org/x/tools 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google.golang.org/api v0.4.0/go.mod h1:8k5glujaEP+g9n7WNsDg8QP6cUVNI86fCNMcbazEtwE= google.golang.org/api v0.7.0/go.mod h1:WtwebWUNSVBH/HAw79HIFXZNqEvBhG+Ra+ax0hx3E3M= @@ -975,11 +2299,28 @@ google.golang.org/api v0.70.0/go.mod h1:Bs4ZM2HGifEvXwd50TtW70ovgJffJYw2oRCOFU/S google.golang.org/api v0.71.0/go.mod h1:4PyU6e6JogV1f9eA4voyrTY2batOLdgZ5qZ5HOCc4j8= google.golang.org/api v0.74.0/go.mod h1:ZpfMZOVRMywNyvJFeqL9HRWBgAuRfSjJFpe9QtRRyDs= google.golang.org/api v0.75.0/go.mod h1:pU9QmyHLnzlpar1Mjt4IbapUCy8J+6HD6GeELN69ljA= +google.golang.org/api v0.77.0/go.mod h1:pU9QmyHLnzlpar1Mjt4IbapUCy8J+6HD6GeELN69ljA= google.golang.org/api v0.78.0/go.mod h1:1Sg78yoMLOhlQTeF+ARBoytAcH1NNyyl390YMy6rKmw= google.golang.org/api v0.80.0/go.mod h1:xY3nI94gbvBrE0J6NHXhxOmW97HG7Khjkku6AFB3Hyg= google.golang.org/api v0.84.0/go.mod h1:NTsGnUFJMYROtiquksZHBWtHfeMC7iYthki7Eq3pa8o= -google.golang.org/api v0.102.0 h1:JxJl2qQ85fRMPNvlZY/enexbxpCjLwGhZUtgfGeQ51I= +google.golang.org/api v0.85.0/go.mod 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google.golang.org/appengine v1.6.7 h1:FZR1q0exgwxzPzp/aF+VccGrSfxfPpkBqjIIEq3ru6c= google.golang.org/appengine v1.6.7/go.mod h1:8WjMMxjGQR8xUklV/ARdw2HLXBOI7O7uCIDZVag1xfc= +google.golang.org/cloud v0.0.0-20151119220103-975617b05ea8/go.mod h1:0H1ncTHf11KCFhTc/+EFRbzSCOZx+VUbRMk55Yv5MYk= google.golang.org/genproto v0.0.0-20180817151627-c66870c02cf8/go.mod h1:JiN7NxoALGmiZfu7CAH4rXhgtRTLTxftemlI0sWmxmc= google.golang.org/genproto v0.0.0-20190307195333-5fe7a883aa19/go.mod h1:VzzqZJRnGkLBvHegQrXjBqPurQTc5/KpmUdxsrq26oE= google.golang.org/genproto v0.0.0-20190418145605-e7d98fc518a7/go.mod h1:VzzqZJRnGkLBvHegQrXjBqPurQTc5/KpmUdxsrq26oE= google.golang.org/genproto v0.0.0-20190425155659-357c62f0e4bb/go.mod h1:VzzqZJRnGkLBvHegQrXjBqPurQTc5/KpmUdxsrq26oE= google.golang.org/genproto v0.0.0-20190502173448-54afdca5d873/go.mod h1:VzzqZJRnGkLBvHegQrXjBqPurQTc5/KpmUdxsrq26oE= +google.golang.org/genproto v0.0.0-20190522204451-c2c4e71fbf69/go.mod h1:z3L6/3dTEVtUr6QSP8miRzeRqwQOioJ9I66odjN4I7s= google.golang.org/genproto v0.0.0-20190530194941-fb225487d101/go.mod h1:z3L6/3dTEVtUr6QSP8miRzeRqwQOioJ9I66odjN4I7s= google.golang.org/genproto v0.0.0-20190801165951-fa694d86fc64/go.mod h1:DMBHOl98Agz4BDEuKkezgsaosCRResVns1a3J2ZsMNc= google.golang.org/genproto v0.0.0-20190819201941-24fa4b261c55/go.mod h1:DMBHOl98Agz4BDEuKkezgsaosCRResVns1a3J2ZsMNc= @@ -1003,6 +2346,7 @@ google.golang.org/genproto v0.0.0-20191115194625-c23dd37a84c9/go.mod h1:n3cpQtvx google.golang.org/genproto v0.0.0-20191216164720-4f79533eabd1/go.mod h1:n3cpQtvxv34hfy77yVDNjmbRyujviMdxYliBSkLhpCc= google.golang.org/genproto v0.0.0-20191230161307-f3c370f40bfb/go.mod h1:n3cpQtvxv34hfy77yVDNjmbRyujviMdxYliBSkLhpCc= google.golang.org/genproto v0.0.0-20200115191322-ca5a22157cba/go.mod h1:n3cpQtvxv34hfy77yVDNjmbRyujviMdxYliBSkLhpCc= +google.golang.org/genproto v0.0.0-20200117163144-32f20d992d24/go.mod h1:n3cpQtvxv34hfy77yVDNjmbRyujviMdxYliBSkLhpCc= google.golang.org/genproto v0.0.0-20200122232147-0452cf42e150/go.mod 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GetCatalog(ctx context.Context) ([]*pb.Categories, error) { value, err := rc.Get(ctx, cache.ExamplesCatalog).Result() if err != nil { - logger.Errorf("Redis Cache: get catalog: error during Get operation for key: %s, err: %s\n", cache.ExamplesCatalog, err.Error()) + logger.Warnf("Redis Cache: get catalog: error during Get operation for key: %s, err: %s\n", cache.ExamplesCatalog, err.Error()) return nil, err } var result []*pb.Categories diff --git a/playground/backend/internal/code_processing/code_processing.go b/playground/backend/internal/code_processing/code_processing.go index 06bc83357012b..b1fc191ceb35a 100644 --- a/playground/backend/internal/code_processing/code_processing.go +++ b/playground/backend/internal/code_processing/code_processing.go @@ -111,8 +111,11 @@ func Process(ctx context.Context, cacheService cache.Cache, lc *fs_tool.LifeCycl err = runStep(pipelineLifeCycleCtx, cacheService, &lc.Paths, pipelineId, isUnitTest, sdkEnv, pipelineOptions) if err != nil { var pipelineCanceledError perrors.PipelineCanceledError + var runError perrors.RunError if errors.As(err, &pipelineCanceledError) { logger.Warnf("%s: pipeline execution has been canceled: %s", pipelineId, pipelineCanceledError.Error()) + } else if errors.As(err, &runError) { + logger.Warnf("%s: pipeline execution ended with error from child process: %s", runError.Error()) } else { logger.Errorf("%s: error during run step: %s", pipelineId, err.Error()) } @@ -190,7 +193,7 @@ func runStep(ctx context.Context, cacheService cache.Cache, paths *fs_tool.LifeC if processingErr != nil { return processingErr } - return fmt.Errorf("run error: %s", runError.String()) + return perrors.RunError{Log: runError} } // Run step is finished and code is executed err = processRunSuccess(pipelineId, cacheService, stopReadLogsChannel, finishReadLogsChannel) @@ -608,7 +611,7 @@ func processErrorWithSavingOutput(err error, errorOutput []byte, pipelineId uuid // sets corresponding status to the cache. func processRunError(errorChannel chan error, errorOutput []byte, pipelineId uuid.UUID, cacheService cache.Cache, stopReadLogsChannel, finishReadLogsChannel chan bool) error { err := <-errorChannel - logger.Errorf("%s: Run(): err: %s, output: %s\n", pipelineId, err.Error(), errorOutput) + logger.Warnf("%s: Run(): err: %s, output: %s\n", pipelineId, err.Error(), errorOutput) if err := utils.SetToCache(cacheService, pipelineId, cache.RunError, fmt.Sprintf("error: %s\noutput: %s", err.Error(), string(errorOutput))); err != nil { return err diff --git a/playground/backend/internal/components/cache_component.go b/playground/backend/internal/components/cache_component.go index 72d6c6213dce5..fad4491449047 100644 --- a/playground/backend/internal/components/cache_component.go +++ b/playground/backend/internal/components/cache_component.go @@ -43,7 +43,7 @@ func (cp *CacheComponent) GetSdkCatalogFromCacheOrDatastore(ctx context.Context, defer cancel() sdks, err := cp.cache.GetSdkCatalog(cctx) if err != nil { - logger.Errorf("error during getting the sdk catalog from the cache, err: %s", err.Error()) + logger.Warnf("error during getting the sdk catalog from the cache, err: %s", err.Error()) return cp.getSdks(ctx, cacheRequestTimeout) } else { return sdks, nil @@ -71,7 +71,7 @@ func (cp *CacheComponent) GetCatalogFromCacheOrDatastore(ctx context.Context, ca defer cancel() catalog, err := cp.cache.GetCatalog(cctx) if err != nil { - logger.Errorf("error during getting the catalog from the cache, err: %s", err.Error()) + logger.Warnf("error during getting the catalog from the cache, err: %s", err.Error()) return cp.getCatalog(ctx, cacheRequestTimeout) } else { return catalog, nil diff --git a/playground/backend/internal/db/datastore/datastore_db.go b/playground/backend/internal/db/datastore/datastore_db.go index c110a61487aeb..7b92c915d2e07 100644 --- a/playground/backend/internal/db/datastore/datastore_db.go +++ b/playground/backend/internal/db/datastore/datastore_db.go @@ -583,7 +583,7 @@ func (d *Datastore) DeleteUnusedSnippets(ctx context.Context, retentionPeriod ti func rollback(tx *datastore.Transaction) { err := tx.Rollback() if err != nil { - logger.Errorf(errorMsgTemplateTxRollback, err.Error()) + logger.Warnf(errorMsgTemplateTxRollback, err.Error()) } } diff --git a/playground/backend/internal/emulators/kafka.go b/playground/backend/internal/emulators/kafka.go index 031373b47b041..6c1080b9227de 100644 --- a/playground/backend/internal/emulators/kafka.go +++ b/playground/backend/internal/emulators/kafka.go @@ -29,8 +29,8 @@ import ( "beam.apache.org/playground/backend/internal/constants" "beam.apache.org/playground/backend/internal/logger" - "github.com/confluentinc/confluent-kafka-go/kafka" - "github.com/linkedin/goavro" + "github.com/confluentinc/confluent-kafka-go/v2/kafka" + "github.com/linkedin/goavro/v2" ) const ( diff --git a/playground/backend/internal/errors/lifecycle_error.go b/playground/backend/internal/errors/lifecycle_error.go index a467bfd1a0054..25de738a5432d 100644 --- a/playground/backend/internal/errors/lifecycle_error.go +++ b/playground/backend/internal/errors/lifecycle_error.go @@ -15,6 +15,11 @@ package errors +import ( + "bytes" + "fmt" +) + type PipelineCanceledError struct { Reason string } @@ -23,6 +28,14 @@ func (e PipelineCanceledError) Error() string { return e.Reason } +type RunError struct { + Log bytes.Buffer +} + +func (e RunError) Error() string { + return fmt.Sprintf("run error: %s", e.Log.String()) +} + type CompilationError struct { Reason string } diff --git a/playground/backend/internal/fs_tool/fs.go b/playground/backend/internal/fs_tool/fs.go index 9c49fca53a0a4..7247eb5ebd735 100644 --- a/playground/backend/internal/fs_tool/fs.go +++ b/playground/backend/internal/fs_tool/fs.go @@ -43,7 +43,7 @@ type LifeCyclePaths struct { AbsoluteExecutableFilePath string // /path/to/workingDir/pipelinesFolder/{pipelineId}/bin/{pipelineId}.{executableFileExtension} AbsoluteBaseFolderPath string // /path/to/workingDir/pipelinesFolder/{pipelineId} AbsoluteLogFilePath string // /path/to/workingDir/pipelinesFolder/{pipelineId}/logs.log - AbsoluteGraphFilePath string // /path/to/workingDir/pipelinesFolder/{pipelineId}/graph.dot + AbsoluteGraphFilePath string // /path/to/workingDir/pipelinesFolder/{pipelineId}/src/graph.dot ProjectDir string // /path/to/workingDir/ FindExecutableName func(context.Context, string) (string, error) FindTestExecutableName func(context.Context, string) (string, error) diff --git a/playground/backend/internal/fs_tool/fs_test.go b/playground/backend/internal/fs_tool/fs_test.go index db029635961f4..3f0c9b0121686 100644 --- a/playground/backend/internal/fs_tool/fs_test.go +++ b/playground/backend/internal/fs_tool/fs_test.go @@ -313,7 +313,7 @@ func TestNewLifeCycle(t *testing.T) { AbsoluteExecutableFilePath: filepath.Join(execFileFolder, fmt.Sprintf("%s%s", pipelineId.String(), javaCompiledFileExtension)), AbsoluteBaseFolderPath: baseFileFolder, AbsoluteLogFilePath: filepath.Join(baseFileFolder, logFileName), - AbsoluteGraphFilePath: filepath.Join(baseFileFolder, utils.GraphFileName), + AbsoluteGraphFilePath: filepath.Join(srcFileFolder, utils.GraphFileName), }, }, }, @@ -335,7 +335,7 @@ func TestNewLifeCycle(t *testing.T) { AbsoluteExecutableFilePath: filepath.Join(execFileFolder, fmt.Sprintf("%s%s", pipelineId.String(), goExecutableFileExtension)), AbsoluteBaseFolderPath: baseFileFolder, AbsoluteLogFilePath: filepath.Join(baseFileFolder, logFileName), - AbsoluteGraphFilePath: filepath.Join(baseFileFolder, utils.GraphFileName), + AbsoluteGraphFilePath: filepath.Join(srcFileFolder, utils.GraphFileName), }, }, }, diff --git a/playground/backend/internal/fs_tool/go_fs_test.go b/playground/backend/internal/fs_tool/go_fs_test.go index e5e513fd25316..c0d832bcccf0b 100644 --- a/playground/backend/internal/fs_tool/go_fs_test.go +++ b/playground/backend/internal/fs_tool/go_fs_test.go @@ -58,7 +58,7 @@ func Test_newGoLifeCycle(t *testing.T) { AbsoluteExecutableFilePath: filepath.Join(binFileFolder, pipelineId.String()+goExecutableFileExtension), AbsoluteBaseFolderPath: baseFileFolder, AbsoluteLogFilePath: filepath.Join(baseFileFolder, logFileName), - AbsoluteGraphFilePath: filepath.Join(baseFileFolder, utils.GraphFileName), + AbsoluteGraphFilePath: filepath.Join(srcFileFolder, utils.GraphFileName), }, }, }, diff --git a/playground/backend/internal/fs_tool/lc_constructor.go b/playground/backend/internal/fs_tool/lc_constructor.go index a33f07b5633f5..83179cdd4d2fd 100644 --- a/playground/backend/internal/fs_tool/lc_constructor.go +++ b/playground/backend/internal/fs_tool/lc_constructor.go @@ -40,7 +40,7 @@ func newCompilingLifeCycle(pipelineId uuid.UUID, pipelinesFolder, sourceFileExte absExecFilePath, _ := filepath.Abs(filepath.Join(absExecFileFolderPath, execFileName)) absBaseFolderPath, _ := filepath.Abs(baseFileFolder) absLogFilePath, _ := filepath.Abs(filepath.Join(absBaseFolderPath, logFileName)) - absGraphFilePath, _ := filepath.Abs(filepath.Join(absBaseFolderPath, utils.GraphFileName)) + absGraphFilePath, _ := filepath.Abs(filepath.Join(absSrcFileFolderPath, utils.GraphFileName)) return &LifeCycle{ folderGlobs: []string{baseFileFolder, srcFileFolder, binFileFolder}, diff --git a/playground/backend/internal/utils/file_utils.go b/playground/backend/internal/utils/file_utils.go index 5e0d524363c68..61fef90dd9c46 100644 --- a/playground/backend/internal/utils/file_utils.go +++ b/playground/backend/internal/utils/file_utils.go @@ -124,14 +124,14 @@ func getExtBasedOnContent(content string) string { // getCorrectNameOrDefault returns the correct file name or default name. func getCorrectNameOrDefault(actualExt, correctExt, defaultFileName, name string) string { if actualExt == "" { - logger.Error("The name of the file does not have extension. Will be used default value") + logger.Infof("The name of the file does not have extension. Default value (%s) will be used", correctExt) if name == "" { return defaultFileName } return name + correctExt } if actualExt != correctExt { - logger.Error("The name of the file has wrong extension. Will be used correct extension according to sdk") + logger.Infof("The name of the file has wrong extension. Correct extension (%s) will be used according to sdk", correctExt) return name[0:len(name)-len(actualExt)] + correctExt } if filepath.Ext(name) == "" { diff --git a/playground/categories.yaml b/playground/categories.yaml index 32deba3a39417..066d93d4082f8 100644 --- a/playground/categories.yaml +++ b/playground/categories.yaml @@ -38,3 +38,4 @@ categories: - Windowing - Debugging - Quickstart + - Emulated Data Source diff --git a/playground/doc/load_your_code/images/share-my-code.png b/playground/doc/load_your_code/images/share-my-code.png new file mode 100644 index 0000000000000..f0cd54f4ff800 Binary files /dev/null and b/playground/doc/load_your_code/images/share-my-code.png differ diff --git a/playground/doc/load_your_code/images/workflow.png b/playground/doc/load_your_code/images/workflow.png new file mode 100644 index 0000000000000..653bccaf5f5ac Binary files /dev/null and b/playground/doc/load_your_code/images/workflow.png differ diff --git a/playground/frontend/CONTRIBUTE.md b/playground/frontend/CONTRIBUTE.md index 310b7c5c476eb..07bc63e1a22af 100644 --- a/playground/frontend/CONTRIBUTE.md +++ b/playground/frontend/CONTRIBUTE.md @@ -21,55 +21,52 @@ This guide consists of: -- [Project structure](#project-structure) +- [Project Structure](#project-structure) - [State Management](#state-management) -- [Configuration](#configuration) +- [Example Loading](#example-loading) - [Theming](#theming) -- [Adding a new page](#adding-a-new-page) +- [Adding a New Page](#adding-a-new-page) - [Accessibility](#accessibility) -- [Unit testing](#unit-testing) -- [Generated Files](#generated-files) - -## Project structure - -``` -frontend/ -├── web -├── lib -│ ├── api # generated dart client for the grpc api -│ ├── components # general UI components used across the app -│ ├── config # general configs e.g. theme -│ ├── constants # different consts file like colors,sizes -│ ├── modules # different parts of the app -│ │ └── actions # common actions for the pages like new example, reset -│ │ └── editor # editor text field and run code -│ │ └── examples # everything related to loading/showing examples -│ │ └── notifications # common notications system -│ │ └── output # component to show log/output/graph result of running code -│ │ └── sdk # sdk selector -│ │ └── shortcuts # shortcuts modal and definitions -│ ├── pages # playground pages -│ │ └── playground # main playground editor paage -│ │ └── embedded_playground # embedded version of the editor -├── test # folder with unit tests -├── pubspec.yaml # infromation about application and dependencies -├── build.gradle # gradle tasks for playground frontends -├── gradle.properties # default properties for project -``` + +## Project Structure + +The frontend consists of 3 projects: + +- `frontend` is the playground app itself. +- `frontend/playground_components` is the package with common code for Playground and Tour of Beam. +- `frontend/playground_components_dev` is common code for tests of Playground and Tour of Beam. ## State Management -Playground uses [provider](https://pub.dev/packages/provider) package for state management. We have -top level providers like `ThemeProvider`, common page level provider `PlaygroundPageProviders` which -contains decoupled playground page state and module providers like `OutputPlacementState`. +Playground uses the [app_state](https://pub.dev/packages/app_state) package for state management. +The standalone playground and the embedded playground are two screens within the same app, +chosen by the URL at runtime. + +The main state object is `PlaygroundController`, created in both of those screens. +It is hung in the widget tree with the [provider](https://pub.dev/packages/provider) package +for historical reasons, and we aim to remove that if we do further refactoring. +New code should pass it directly from widget to widget for compile-time safety. + +## Example Loading + +A URL is parsed into one of the subclasses of `PagePath`, most of which contain +an `ExamplesLoadingDescriptor` object, which in turn may contain multiple `ExampleLoadingDescriptor` +objects. + +This is passed to the `ExamplesLoader` object. It constructs an `ExampleLoader` object +for each example's descriptor, and that loader performs the actual loading. + +To add a new source for examples: -For quick start up, please take a look -to [this guide](https://docs.flutter.dev/development/data-and-backend/state-mgmt/simple) +1. Subclass `ExampleLoadingDescriptor` with state and a method to parse it from a map of query string parameters. +2. Add it to `ExamplesLoadingDescriptorFactory`. +3. Subclass `ExampleLoader` and load an example there. +4. Add it to the `ExampleLoaderFactory` in `ExamplesLoader`. ## Theming Playground app supports light and dark themes. Component themes are declared -in [theme.dart](./lib/config/theme.dart) file. +in [theme.dart](playground_components/lib/src/theme/theme.dart) file. To use specific color inside component you can use helper `ThemeColors` utility: @@ -77,18 +74,17 @@ To use specific color inside component you can use helper `ThemeColors` utility: [colors.dart](./lib/constants/colors.dart) contains color declarations. -## Adding a new page +## Adding a New Page -To add a new page do the following steps: +To add a new page, do the following steps: -- Add a page component to the `pages` folder -- Add a url to the [routes.dart](./lib/pages/routes.dart) class as a static property -- Add a case clause to the same class with your component +1. Read [the overview](https://pub.dev/packages/app_state) of the `app_state` package. +2. Create a new `PagePath` subclass that parses the new URL. +3. Create a new `ChangeNotifier with PageStateMixin` that holds the state of the page. +4. Create a new `StatelessWidget` as the main one for the page. +5. Create a new `StatefulMaterialPage` subclass that binds the three together. -``` -case Routes.page_url: - return Routes.renderRoute(const PageComponent()); -``` +See the example in [lib/pages/standalone_playground](lib/pages/standalone_playground). ## Accessibility @@ -96,21 +92,3 @@ Please, read the following guides about the accessibility: - [Flutter Doc](https://docs.flutter.dev/development/accessibility-and-localization/accessibility) - [Medium Article](https://medium.com/flutter-community/a-deep-dive-into-flutters-accessibility-widgets-eb0ef9455bc) - -## Unit testing - -Unit tests are on `tests` folder. It keeps the project structure from the `lib` folder -with `_test.dart` file postfix. - -We are using standard flutter library for unit testing -and [Mockito](https://pub.dev/packages/mockito) for generating mocks. To generate mocks for class -you need to add `@GenerateMocks([ExampleClient])` annotation to a test file and -run `$ flutter pub run build_runner build` command. - -Playground tests may be run using next commands: - -`$ flutter test` - -## Generated Files - -All generated files (generated api clients, mocks) should be published to the repository. diff --git a/playground/frontend/Dockerfile b/playground/frontend/Dockerfile index 848fc697f30e0..02f24347f9b0a 100644 --- a/playground/frontend/Dockerfile +++ b/playground/frontend/Dockerfile @@ -17,7 +17,7 @@ ############################################################################### FROM debian:11 as build -ARG FLUTTER_VERSION=3.10.2 +ARG FLUTTER_VERSION=3.10.4 ARG BUILD_COMMIT_HASH ARG BUILD_COMMIT_SECONDS_SINCE_EPOCH diff --git a/playground/frontend/README.md b/playground/frontend/README.md index 7fc4481b83e3c..bce5bb328172c 100644 --- a/playground/frontend/README.md +++ b/playground/frontend/README.md @@ -135,7 +135,7 @@ This includes: - Tests. - Linter. -### Code style +### Code Style Code can be automatically reformatted using: @@ -178,6 +178,18 @@ flutter test ./gradlew :playground:frontend:integrationTest -PdeviceId=web-server ``` +By default, tests do not expect specific code and output from most examples. +This is because we get the expected example files from GitHub itself at runtime. +Examples in the default GitHub branch may differ from the deployed ones, +and this will break the tests. + +To expect specific code and output, run tests like this using any repository owner/name +and commit reference to load the examples from: + +```bash +./gradlew :playground:frontend:integrationTest -PexamplesRepository=apache/beam -PexamplesRef=master +``` + ## Localization The project is in the process of migrating from diff --git a/playground/frontend/build.gradle b/playground/frontend/build.gradle index a21a0661761f1..5e12022e32973 100644 --- a/playground/frontend/build.gradle +++ b/playground/frontend/build.gradle @@ -263,20 +263,33 @@ tasks.register("integrationTest_standalone_share_code") { void runIntegrationTest(String path, String url) { // Run with -PdeviceId=web-server for headless tests. + // Run with -PexamplesRepository=apache/beam -PexamplesRef=master to verify that deployed examples match the given branch or commit. String deviceId = project.hasProperty("deviceId") ? project.deviceId : "chrome" + String examplesRepository = project.hasProperty("examplesRepository") ? project.examplesRepository : null + String examplesRef = project.hasProperty("examplesRef") ? project.examplesRef : null + + List flutterArgs = [ + "drive", + "--driver=test_driver/integration_test.dart", + "--target=integration_test/${path}_test.dart", + "--web-launch-url='$url'", + "--device-id=$deviceId", + ] + + if (examplesRepository != null) { + flutterArgs.add("--dart-define=examples-repository=$examplesRepository") + } + if (examplesRef != null) { + flutterArgs.add("--dart-define=examples-ref=$examplesRef") + } exec { executable("flutter") - args( - "drive", - "--driver=test_driver/integration_test.dart", - "--target=integration_test/${path}_test.dart", - "--web-launch-url='$url'", - "--device-id=$deviceId", - ) + args(flutterArgs) } } + task copyDockerfileDependencies(type: Copy) { group = "build" description = "Copy files that required to build docker container" diff --git a/playground/frontend/integration_test/initial_urls_test.dart b/playground/frontend/integration_test/initial_urls_test.dart index bb8784dcc0efe..01d674dcad6fb 100644 --- a/playground/frontend/integration_test/initial_urls_test.dart +++ b/playground/frontend/integration_test/initial_urls_test.dart @@ -49,7 +49,7 @@ void main() { await _testCatalogDefaultExampleLoader(wt); await _testContentExampleLoader(wt); await _testEmptyExampleLoader(wt); - await _testHttpExampleLoader(wt); + await _testHttpExampleLoaderIfDeployed(wt); await _testStandardExampleLoader(wt); await _testUserSharedExampleLoader(wt); @@ -76,7 +76,7 @@ final _croppedViewOptions = _mapToQueryString(_croppedViewOptionsMap); Future _testEmbeddedRoot(WidgetTester wt) async { await wt.navigateAndSettle(_embeddedPath); expectSdk(Sdk.java, wt); - expectVisibleText('', wt); + expectVisibleTextIfDeployed('', wt); expectLastAnalyticsEvent( const LoadedAnalyticsEvent( sdk: Sdk.java, @@ -90,7 +90,7 @@ Future _testStandaloneRoot(WidgetTester wt) async { await wt.navigateAndSettle(_standalonePath); expectSdk(Sdk.java, wt); - expectVisibleText(visibleText, wt); + expectVisibleTextIfDeployed(visibleText, wt); expectLastAnalyticsEvent( const LoadedAnalyticsEvent( sdk: Sdk.java, @@ -102,7 +102,7 @@ Future _testStandaloneRoot(WidgetTester wt) async { Future _testEmbeddedSdkOnly(WidgetTester wt) async { await wt.navigateAndSettle('$_embeddedPath?sdk=go'); expectSdk(Sdk.go, wt); - expectVisibleText('', wt); + expectVisibleTextIfDeployed('', wt); expectLastAnalyticsEvent( const LoadedAnalyticsEvent( sdk: Sdk.go, @@ -116,7 +116,7 @@ Future _testStandaloneSdkOnly(WidgetTester wt) async { await wt.navigateAndSettle('$_standalonePath?sdk=go'); expectSdk(Sdk.go, wt); - expectVisibleText(visibleText, wt); + expectVisibleTextIfDeployed(visibleText, wt); expectLastAnalyticsEvent( const LoadedAnalyticsEvent( sdk: Sdk.go, @@ -130,7 +130,7 @@ Future _testCatalogDefaultExampleLoader(WidgetTester wt) async { await wt.navigateAndSettle('$_standalonePath?sdk=go&default=true'); expectSdk(Sdk.go, wt); - expectVisibleText(visibleText, wt); + expectVisibleTextIfDeployed(visibleText, wt); expectLastAnalyticsEvent( const LoadedAnalyticsEvent( sdk: Sdk.go, @@ -150,7 +150,7 @@ Future _testContentExampleLoader(WidgetTester wt) async { '$path?sdk=go&files=${Uri.encodeComponent(files)}&$_fullViewOptions', ); expectSdk(Sdk.go, wt); - expectVisibleText(goExample.foldedVisibleText, wt); + expectVisibleTextIfDeployed(goExample.foldedVisibleText, wt); expectLastAnalyticsEvent( const LoadedAnalyticsEvent( sdk: Sdk.go, @@ -163,7 +163,7 @@ Future _testContentExampleLoader(WidgetTester wt) async { '$path?sdk=go&files=${Uri.encodeComponent(files)}&$_croppedViewOptions', ); expectSdk(Sdk.go, wt); - expectVisibleText(goExample.croppedFoldedVisibleText, wt); + expectVisibleTextIfDeployed(goExample.croppedFoldedVisibleText, wt); _expectReadOnly(wt); } } @@ -172,7 +172,7 @@ Future _testEmptyExampleLoader(WidgetTester wt) async { for (final path in _paths) { await wt.navigateAndSettle('$path?sdk=go&empty=true'); expectSdk(Sdk.go, wt); - expectVisibleText('', wt); + expectVisibleTextIfDeployed('', wt); expectLastAnalyticsEvent( const LoadedAnalyticsEvent( sdk: Sdk.go, @@ -182,13 +182,17 @@ Future _testEmptyExampleLoader(WidgetTester wt) async { } } -Future _testHttpExampleLoader(WidgetTester wt) async { +Future _testHttpExampleLoaderIfDeployed(WidgetTester wt) async { + if (!areExamplesDeployed) { + return; + } + for (final path in _paths) { await wt.navigateAndSettle( '$path?sdk=go&url=${goExample.rawUrl}&$_fullViewOptions', ); expectSdk(Sdk.go, wt); - expectVisibleText(goExample.foldedVisibleText, wt); + expectVisibleTextIfDeployed(goExample.foldedVisibleText, wt); expectLastAnalyticsEvent( LoadedAnalyticsEvent( sdk: Sdk.go, @@ -201,7 +205,7 @@ Future _testHttpExampleLoader(WidgetTester wt) async { '$path?sdk=go&url=${goExample.rawUrl}&$_croppedViewOptions', ); expectSdk(Sdk.go, wt); - expectVisibleText(goExample.croppedFoldedVisibleText, wt); + expectVisibleTextIfDeployed(goExample.croppedFoldedVisibleText, wt); expectLastAnalyticsEvent( LoadedAnalyticsEvent( sdk: Sdk.go, @@ -220,7 +224,7 @@ Future _testStandardExampleLoader(WidgetTester wt) async { '$path?sdk=go&path=${goWordCount.dbPath}', ); expectSdk(Sdk.go, wt); - expectVisibleText(visibleText, wt); + expectVisibleTextIfDeployed(visibleText, wt); expectLastAnalyticsEvent( LoadedAnalyticsEvent( sdk: Sdk.go, @@ -234,22 +238,14 @@ Future _testUserSharedExampleLoader(WidgetTester wt) async { final template = await goExample.getFullText(); final tail = '\n//${DateTime.now().millisecondsSinceEpoch}'; final content = '$template$tail'; - - final exampleCache = wt.findPlaygroundController().exampleCache; - final snippetId = await exampleCache.saveSnippet( - files: [SnippetFile(content: content, isMain: false, name: 'name')], - sdk: Sdk.go, - pipelineOptions: '--name=value', - ); - - print('Created user-shared example ID: $snippetId'); + final snippetId = await _getSnippetId(wt, content, Sdk.go); for (final path in _paths) { await wt.navigateAndSettle( '$path?sdk=go&shared=$snippetId&$_fullViewOptions', ); expectSdk(Sdk.go, wt); - expectVisibleText('${goExample.foldedVisibleText}$tail', wt); + expectVisibleTextIfDeployed('${goExample.foldedVisibleText}$tail', wt); expectLastAnalyticsEvent( LoadedAnalyticsEvent( sdk: Sdk.go, @@ -262,7 +258,7 @@ Future _testUserSharedExampleLoader(WidgetTester wt) async { '$path?sdk=go&shared=$snippetId&$_croppedViewOptions', ); expectSdk(Sdk.go, wt); - expectVisibleText(goExample.croppedFoldedVisibleText, wt); + expectVisibleTextIfDeployed(goExample.croppedFoldedVisibleText, wt); expectLastAnalyticsEvent( LoadedAnalyticsEvent( sdk: Sdk.go, @@ -273,19 +269,38 @@ Future _testUserSharedExampleLoader(WidgetTester wt) async { } } +Future _getSnippetId(WidgetTester wt, String content, Sdk sdk) async { + final exampleCache = wt.findPlaygroundController().exampleCache; + final snippetId = await exampleCache.saveSnippet( + files: [SnippetFile(content: content, isMain: false, name: 'name')], + sdk: sdk, + pipelineOptions: '--name=value', + ); + + print('Created user-shared example ID: $snippetId'); + + return snippetId; +} + Future _testMultipleExamples(WidgetTester wt) async { - final javaVisibleText = await javaAggregationMax.getVisibleText(); - final goVisibleText = goExample.foldedVisibleText; + final javaTemplate = await javaExample.getFullText(); + final goTemplate= await goExample.getFullText(); + final tail = '\n//${DateTime.now().millisecondsSinceEpoch}'; + final javaSnippetId = await _getSnippetId(wt, '$javaTemplate$tail', Sdk.java); + final goSnippetId = await _getSnippetId(wt, '$goTemplate$tail', Sdk.go); + + final javaVisibleText = '${javaExample.foldedVisibleText}$tail'; + final goVisibleText = '${goExample.foldedVisibleText}$tail'; final examplesList = [ { 'sdk': Sdk.java.id, - 'path': javaAggregationMax.dbPath, + 'shared': javaSnippetId, ..._fullViewOptionsMap, }, { 'sdk': Sdk.go.id, - 'url': goExample.rawUrl, + 'shared': goSnippetId, ..._fullViewOptionsMap, }, ]; @@ -294,11 +309,11 @@ Future _testMultipleExamples(WidgetTester wt) async { for (final path in _paths) { await wt.navigateAndSettle('$path?sdk=go&examples=$examples'); expectSdk(Sdk.go, wt); - expectVisibleText(goVisibleText, wt); + expectVisibleText(goVisibleText, wt, reason: 'go, $path'); expectLastAnalyticsEvent( LoadedAnalyticsEvent( sdk: Sdk.go, - snippet: goExample.rawUrl, + snippet: goSnippetId, ), ); await _expectEditableAndReadOnly(wt); @@ -308,7 +323,8 @@ Future _testMultipleExamples(WidgetTester wt) async { await wt.pumpAndSettle(); expectSdk(Sdk.java, wt); - expectVisibleText(javaVisibleText, wt); + expectVisibleText(javaVisibleText, wt, reason: 'java, $path'); + await _expectEditableAndReadOnly(wt); } } diff --git a/playground/frontend/integration_test/miscellaneous_ui/external_url_navigation.dart b/playground/frontend/integration_test/miscellaneous_ui/external_url_navigation.dart index fb656240c4fa6..d5fe13712db6c 100644 --- a/playground/frontend/integration_test/miscellaneous_ui/external_url_navigation.dart +++ b/playground/frontend/integration_test/miscellaneous_ui/external_url_navigation.dart @@ -90,6 +90,9 @@ Future _checkMenuItems(WidgetTester wt) async { } Future _checkExampleDescription(WidgetTester wt) async { + final url = wt.findPlaygroundController().selectedExample?.urlVcs; + expect(url, isNotNull); + await _tapAndExpectNavigationEvent( wt, [ @@ -99,7 +102,7 @@ Future _checkExampleDescription(WidgetTester wt) async { matching: find.byType(GithubButton), ), ], - javaMinimalWordCount.url, + url!, ); } diff --git a/playground/frontend/integration_test/miscellaneous_ui/feedback_test.dart b/playground/frontend/integration_test/miscellaneous_ui/feedback_test.dart index 02852b4a3bab9..576b65f983408 100644 --- a/playground/frontend/integration_test/miscellaneous_ui/feedback_test.dart +++ b/playground/frontend/integration_test/miscellaneous_ui/feedback_test.dart @@ -25,20 +25,16 @@ import '../common/examples.dart'; Future checkFeedback(WidgetTester wt) async { for (final rating in FeedbackRating.values) { - for (final send in [true, false]) { - await _checkFeedback( - wt, - rating: rating, - send: send, - ); - } + await _checkFeedback( + wt, + rating: rating, + ); } } Future _checkFeedback( WidgetTester wt, { required FeedbackRating rating, - required bool send, }) async { await wt.tapAndSettle(find.feedbackThumb(rating)); @@ -47,29 +43,11 @@ Future _checkFeedback( rating: rating, snippetContext: defaultEventSnippetContext, ), - reason: 'Rating: $rating, Send: $send', + reason: 'Rating: $rating, Send: false', ); expect(find.feedbackDropdownContent(), findsOneWidget); - if (!send) { - await wt.tapAndSettle(find.dismissibleOverlay()); - } else { - final text = 'This is $rating text.'; - await wt.enterText(find.feedbackDropdownTextField(), text); - await wt.pumpAndSettle(); - - expect(find.text(text), findsOneWidget); - - await wt.tapAndSettle(find.feedbackDropdownSendButton()); - - expectLastAnalyticsEvent( - FeedbackFormSentAnalyticsEvent( - rating: rating, - text: text, - snippetContext: defaultEventSnippetContext, - ), - ); - } + await wt.tapAndSettle(find.dismissibleOverlay()); expect(find.feedbackDropdownContent(), findsNothing); } diff --git a/playground/frontend/integration_test/miscellaneous_ui/output_placement_test.dart b/playground/frontend/integration_test/miscellaneous_ui/output_placement_test.dart index a8ca1852e8eb3..b13630c8e1a9c 100644 --- a/playground/frontend/integration_test/miscellaneous_ui/output_placement_test.dart +++ b/playground/frontend/integration_test/miscellaneous_ui/output_placement_test.dart @@ -21,7 +21,6 @@ import 'package:flutter_test/flutter_test.dart'; import 'package:playground/modules/output/models/output_placement.dart'; import 'package:playground_components_dev/playground_components_dev.dart'; -import '../common/common.dart'; import '../common/common_finders.dart'; Future checkOutputPlacement(WidgetTester wt) async { diff --git a/playground/frontend/integration_test/miscellaneous_ui/resize_output_test.dart b/playground/frontend/integration_test/miscellaneous_ui/resize_output_test.dart index 717ce6ac2c7af..353ee0593bc67 100644 --- a/playground/frontend/integration_test/miscellaneous_ui/resize_output_test.dart +++ b/playground/frontend/integration_test/miscellaneous_ui/resize_output_test.dart @@ -22,7 +22,6 @@ import 'package:playground/modules/output/models/output_placement.dart'; import 'package:playground_components/playground_components.dart'; import 'package:playground_components_dev/playground_components_dev.dart'; -import '../common/common.dart'; import '../common/common_finders.dart'; Future checkResizeOutput(WidgetTester wt) async { diff --git a/playground/frontend/integration_test/miscellaneous_ui/shortcuts_modal_test.dart b/playground/frontend/integration_test/miscellaneous_ui/shortcuts_modal_test.dart index 78addbc0de750..93c748f422c1f 100644 --- a/playground/frontend/integration_test/miscellaneous_ui/shortcuts_modal_test.dart +++ b/playground/frontend/integration_test/miscellaneous_ui/shortcuts_modal_test.dart @@ -17,7 +17,6 @@ */ import 'package:flutter/services.dart'; -import 'package:flutter_gen/gen_l10n/app_localizations.dart'; import 'package:flutter_test/flutter_test.dart'; import 'package:playground/pages/standalone_playground/widgets/more_actions.dart'; import 'package:playground/services/analytics/events/shortcuts_clicked.dart'; diff --git a/playground/frontend/integration_test/standalone_change_example_sdk_run_test.dart b/playground/frontend/integration_test/standalone_change_example_sdk_run_test.dart index 00f10d3b8643e..c7fc945aea9b9 100644 --- a/playground/frontend/integration_test/standalone_change_example_sdk_run_test.dart +++ b/playground/frontend/integration_test/standalone_change_example_sdk_run_test.dart @@ -35,12 +35,17 @@ void main() { await wt.tapAndSettle(find.exampleSelector()); await wt.tapAndSettle(find.exampleItemInDropdown(javaAggregationMax.name)); - expect( - wt.findOneCodeController().lastTextSpan!.toPlainText().isAsIfCutFrom( - await javaAggregationMax.getVisibleText(), - ), - true, - ); + if (areExamplesDeployed) { + final visibleText = await javaAggregationMax.getVisibleText(); + final lastSpanText = + wt.findOneCodeController().lastTextSpan!.toPlainText(); + + expect( + lastSpanText.isAsIfCutFrom(visibleText), + true, + reason: '$lastSpanText is not as if cut from $visibleText', + ); + } expectLastAnalyticsEvent( SnippetSelectedAnalyticsEvent( @@ -65,18 +70,25 @@ public class MyClass { await wt.tapAndSettle(find.runOrCancelButton()); - expectOutputEquals('$_outputPrefix$text', wt); + expectOutputEqualsIfDeployed('$_outputPrefix$text', wt); } Future switchToPython(WidgetTester wt) async { await wt.changeSdk(Sdk.python); - expect( - wt.findOneCodeController().lastTextSpan!.toPlainText().isAsIfCutFrom( - await pythonWordCountWithMetrics.getVisibleText(), - ), - true, - ); + if (areExamplesDeployed) { + final visibleText = await pythonWordCountWithMetrics.getVisibleText(); + final lastSpanText = wt + .findOneCodeController() + .lastTextSpan! + .toPlainText(); + + expect( + lastSpanText.isAsIfCutFrom(visibleText), + true, + reason: '$lastSpanText is not as if cut from $visibleText', + ); + } expectLastAnalyticsEvent(const SdkSelectedAnalyticsEvent(sdk: Sdk.python)); } @@ -108,7 +120,7 @@ public class MyClass { await wt.tapAndSettle(find.runOrCancelButton()); - expectOutputEquals('$_outputPrefix$text', wt); + expectOutputEqualsIfDeployed('$_outputPrefix$text', wt); } testWidgets('Change example, change SDK, run', (WidgetTester wt) async { diff --git a/playground/frontend/integration_test/standalone_default_examples_test.dart b/playground/frontend/integration_test/standalone_default_examples_test.dart index ebde29f4f038a..e81bc4901d5d6 100644 --- a/playground/frontend/integration_test/standalone_default_examples_test.dart +++ b/playground/frontend/integration_test/standalone_default_examples_test.dart @@ -53,7 +53,7 @@ Future _expectExample(ExampleDescriptor example, WidgetTester wt) async { final visibleText = await example.getVisibleText(); expectSdk(example.sdk, wt); - expectVisibleText(visibleText, wt); + expectVisibleTextIfDeployed(visibleText, wt); if (example.hasGraphTab) { expect(find.graphTab(), findsOneWidget); diff --git a/playground/frontend/integration_test/standalone_editing_test.dart b/playground/frontend/integration_test/standalone_editing_test.dart index 0dc3323ca4da4..7f4a128069dea 100644 --- a/playground/frontend/integration_test/standalone_editing_test.dart +++ b/playground/frontend/integration_test/standalone_editing_test.dart @@ -38,23 +38,6 @@ void main() { }); } -Future _checkAutocomplete(WidgetTester wt) async { - // Several newlines are required here because suggestion - // popup works incorrectly. Remove when fixed - await wt.enterCodeFieldText('\n\n\n\n\nsdk'); - - final playgroundController = wt.findPlaygroundController(); - await wt.runShortcut(playgroundController.showSuggestionsShortcut); - await wt.pumpAndSettle(); - - expect(find.text('sdkHttpMetadata'), findsOneWidget); - expect(find.text('sdkHttpMetadataWithoutHeaders'), findsOneWidget); - expect(find.text('sdkHttpResponse'), findsOneWidget); - expect(find.text('sdkHttpResponseWithoutHeaders'), findsOneWidget); - - await wt.tapAndSettle(find.resetButton()); -} - Future _checkResetUnmodifiedCode(WidgetTester wt) async { final playgroundController = wt.findPlaygroundController(); @@ -97,6 +80,23 @@ Future _checkResetModifiedCode(WidgetTester wt) async { ); } +Future _checkAutocomplete(WidgetTester wt) async { + // Several newlines are required here because suggestion + // popup works incorrectly. Remove when fixed + await wt.enterCodeFieldText('\n\n\n\n\nsdk'); + + final playgroundController = wt.findPlaygroundController(); + await wt.runShortcut(playgroundController.showSuggestionsShortcut); + await wt.pumpAndSettle(); + + expect(find.text('sdkHttpMetadata'), findsOneWidget); + expect(find.text('sdkHttpMetadataWithoutHeaders'), findsOneWidget); + expect(find.text('sdkHttpResponse'), findsOneWidget); + expect(find.text('sdkHttpResponseWithoutHeaders'), findsOneWidget); + + await wt.tapAndSettle(find.resetButton()); +} + Future _checkCodeHighlightedMultipleColors(WidgetTester wt) async { final codeController = wt.findOneCodeController(); final colors = {}; diff --git a/playground/frontend/lib/constants/links.dart b/playground/frontend/lib/constants/links.dart index b9aa3d3d1700d..5307c4dd18f3a 100644 --- a/playground/frontend/lib/constants/links.dart +++ b/playground/frontend/lib/constants/links.dart @@ -16,4 +16,5 @@ * limitations under the License. */ -const kAddExampleLink = 'https://beam.apache.org/get-started/try-beam-playground/#how-to-add-new-examples'; +const playgroundFeedbackGoogleFormsUrl = + 'https://docs.google.com/forms/d/e/1FAIpQLSd5_5XeOwwW2yjEVHUXmiBad8Lxk-4OtNcgG45pbyAZzd4EbA/viewform?usp=pp_url'; diff --git a/playground/frontend/lib/locator.dart b/playground/frontend/lib/locator.dart index 21496607b6e72..6aef592e9f7b4 100644 --- a/playground/frontend/lib/locator.dart +++ b/playground/frontend/lib/locator.dart @@ -62,7 +62,6 @@ void _initializeRouter() { GetIt.instance.registerSingleton( PlaygroundRouteInformationParser(), ); - print('Initialized PageStackRouteInformationParser'); } void _initializeServices() { diff --git a/playground/frontend/lib/modules/actions/components/new_example.dart b/playground/frontend/lib/modules/actions/components/new_example.dart index 30e44f24c7366..6f1b1c9bf1e56 100644 --- a/playground/frontend/lib/modules/actions/components/new_example.dart +++ b/playground/frontend/lib/modules/actions/components/new_example.dart @@ -42,7 +42,7 @@ class NewExampleButton extends StatelessWidget { PlaygroundComponents.analyticsService.sendUnawaited( const NewExampleAnalyticsEvent(), ); - unawaited(launchUrl(Uri.parse('/'))); + unawaited(launchUrl(Uri.parse(BeamLinks.newExample))); }, ), ); diff --git a/playground/frontend/lib/modules/editor/components/share_dropdown/share_tabs/share_tabs.dart b/playground/frontend/lib/modules/editor/components/share_dropdown/share_tabs/share_tabs.dart index 33e423422086b..18ad44b4f58bb 100644 --- a/playground/frontend/lib/modules/editor/components/share_dropdown/share_tabs/share_tabs.dart +++ b/playground/frontend/lib/modules/editor/components/share_dropdown/share_tabs/share_tabs.dart @@ -48,9 +48,8 @@ class ShareTabs extends StatelessWidget { builder: (context, playgroundController, _) { final controller = playgroundController.requireSnippetEditingController(); - final descriptor = controller.descriptor; - if (descriptor == null || controller.isChanged) { + if (controller.shouldSaveBeforeSharing()) { return SnippetSaveAndShareTabs( eventSnippetContext: eventSnippetContext, onError: onError, @@ -61,7 +60,7 @@ class ShareTabs extends StatelessWidget { } return ExampleShareTabs( - descriptor: descriptor, + descriptor: controller.descriptor!, eventSnippetContext: eventSnippetContext, sdk: controller.sdk, tabController: tabController, diff --git a/playground/frontend/lib/modules/examples/examples_dropdown_content.dart b/playground/frontend/lib/modules/examples/examples_dropdown_content.dart index df0743001c55d..0ed1304d460f2 100644 --- a/playground/frontend/lib/modules/examples/examples_dropdown_content.dart +++ b/playground/frontend/lib/modules/examples/examples_dropdown_content.dart @@ -21,7 +21,6 @@ import 'package:flutter_gen/gen_l10n/app_localizations.dart'; import 'package:playground_components/playground_components.dart'; import 'package:url_launcher/url_launcher.dart'; -import '../../constants/links.dart'; import '../../constants/sizes.dart'; import 'components/example_list/example_list.dart'; import 'components/filter/filter.dart'; @@ -88,7 +87,7 @@ class _ExamplesDropdownContentState extends State { ), ), ), - onPressed: () => launchUrl(Uri.parse(kAddExampleLink)), + onPressed: () => launchUrl(Uri.parse(BeamLinks.newExample)), ), ), ], diff --git a/playground/frontend/lib/modules/examples/models/example_loading_descriptors/examples_loading_descriptor_factory.dart b/playground/frontend/lib/modules/examples/models/example_loading_descriptors/examples_loading_descriptor_factory.dart index 41a2443f9d12a..ce567e170a60e 100644 --- a/playground/frontend/lib/modules/examples/models/example_loading_descriptors/examples_loading_descriptor_factory.dart +++ b/playground/frontend/lib/modules/examples/models/example_loading_descriptors/examples_loading_descriptor_factory.dart @@ -61,7 +61,7 @@ class ExamplesLoadingDescriptorFactory { return null; } - // The order does not matter. + // The order does not matter because parsing must not be ambiguous. return CatalogDefaultExampleLoadingDescriptor.tryParse(map) ?? ContentExampleLoadingDescriptor.tryParse(map) ?? EmptyExampleLoadingDescriptor.tryParse(map) ?? diff --git a/playground/frontend/lib/modules/examples/models/example_loading_descriptors/no_url_example_loading_descriptor.dart b/playground/frontend/lib/modules/examples/models/example_loading_descriptors/no_url_example_loading_descriptor.dart index e315201f76aeb..b187352f89e65 100644 --- a/playground/frontend/lib/modules/examples/models/example_loading_descriptors/no_url_example_loading_descriptor.dart +++ b/playground/frontend/lib/modules/examples/models/example_loading_descriptors/no_url_example_loading_descriptor.dart @@ -31,4 +31,7 @@ class NoUrlExampleLoadingDescriptor extends ExampleLoadingDescriptor { @override Map toJson() => {}; + + @override + bool get isSerializableToUrl => true; } diff --git a/playground/frontend/lib/modules/messages/parsers/messages_parser.dart b/playground/frontend/lib/modules/messages/parsers/messages_parser.dart index 2d8b71bca635f..b2e98bf42d112 100644 --- a/playground/frontend/lib/modules/messages/parsers/messages_parser.dart +++ b/playground/frontend/lib/modules/messages/parsers/messages_parser.dart @@ -32,8 +32,7 @@ class MessagesParser { } AbstractMessage? _tryParseMap(Map map) { - return SetContentMessage.tryParse(map) ?? - SetSdkMessage.tryParse(map); + return SetContentMessage.tryParse(map) ?? SetSdkMessage.tryParse(map); } AbstractMessage? _tryParseIfJson(Object? json) { @@ -46,6 +45,7 @@ class MessagesParser { } } on FormatException catch (ex) { // TODO: Log + print('_tryParseIfJson FormatException: $ex'); } } diff --git a/playground/frontend/lib/modules/shortcuts/constants/global_shortcuts.dart b/playground/frontend/lib/modules/shortcuts/constants/global_shortcuts.dart index 4c762e1c6c31f..30ba033fac615 100644 --- a/playground/frontend/lib/modules/shortcuts/constants/global_shortcuts.dart +++ b/playground/frontend/lib/modules/shortcuts/constants/global_shortcuts.dart @@ -51,7 +51,7 @@ final kNewExampleShortcut = BeamShortcut( ], actionIntent: const NewExampleIntent(), createAction: (_) => CallbackAction( - onInvoke: (_) => launchUrl(Uri.parse('/')), + onInvoke: (_) => launchUrl(Uri.parse(BeamLinks.newExample)), ), ); diff --git a/playground/frontend/lib/pages/embedded_playground/widgets/embedded_editor.dart b/playground/frontend/lib/pages/embedded_playground/widgets/embedded_editor.dart index b117adac24baf..c94e824db45f9 100644 --- a/playground/frontend/lib/pages/embedded_playground/widgets/embedded_editor.dart +++ b/playground/frontend/lib/pages/embedded_playground/widgets/embedded_editor.dart @@ -35,6 +35,7 @@ class EmbeddedEditor extends StatelessWidget { } return SnippetEditor( + autofocus: false, controller: snippetController, isEditable: isEditable, ); diff --git a/playground/frontend/lib/pages/standalone_playground/widgets/editor_textarea_wrapper.dart b/playground/frontend/lib/pages/standalone_playground/widgets/editor_textarea_wrapper.dart index 086a61ed64c78..81e50e9719fa2 100644 --- a/playground/frontend/lib/pages/standalone_playground/widgets/editor_textarea_wrapper.dart +++ b/playground/frontend/lib/pages/standalone_playground/widgets/editor_textarea_wrapper.dart @@ -51,6 +51,7 @@ class CodeTextAreaWrapper extends StatelessWidget { final example = snippetController.example; return SnippetEditor( + autofocus: true, controller: snippetController, isEditable: true, actionsWidget: Row( diff --git a/playground/frontend/lib/pages/standalone_playground/widgets/playground_page_footer.dart b/playground/frontend/lib/pages/standalone_playground/widgets/playground_page_footer.dart index 8af1ab6eca318..22bbb71aaf6d7 100644 --- a/playground/frontend/lib/pages/standalone_playground/widgets/playground_page_footer.dart +++ b/playground/frontend/lib/pages/standalone_playground/widgets/playground_page_footer.dart @@ -23,6 +23,7 @@ import 'package:playground_components/playground_components.dart'; import 'package:provider/provider.dart'; import '../../../constants/sizes.dart'; +import '../../../constants/links.dart'; class PlaygroundPageFooter extends StatelessWidget { const PlaygroundPageFooter({Key? key}) : super(key: key); @@ -46,6 +47,7 @@ class PlaygroundPageFooter extends StatelessWidget { children: [ FeedbackWidget( controller: GetIt.instance.get(), + feedbackFormUrl: playgroundFeedbackGoogleFormsUrl, title: 'ui.feedbackTitle'.tr(), ), ReportIssueButton(playgroundController: playgroundController), diff --git a/playground/frontend/lib/playground_app.dart b/playground/frontend/lib/playground_app.dart index c335c31d9cde4..001cd4c07f0ee 100644 --- a/playground/frontend/lib/playground_app.dart +++ b/playground/frontend/lib/playground_app.dart @@ -16,7 +16,6 @@ * limitations under the License. */ -import 'package:app_state/app_state.dart'; import 'package:easy_localization/easy_localization.dart'; import 'package:flutter/material.dart'; import 'package:flutter_gen/gen_l10n/app_localizations.dart'; @@ -29,8 +28,8 @@ import 'l10n/l10n.dart'; class PlaygroundApp extends StatelessWidget { final BackButtonDispatcher backButtonDispatcher; - final PageStackRouteInformationParser routeInformationParser; - final PageStackRouterDelegate routerDelegate; + final RouteInformationParser routeInformationParser; + final RouterDelegate routerDelegate; const PlaygroundApp({ required this.backButtonDispatcher, diff --git a/playground/frontend/lib/router/page_factory.dart b/playground/frontend/lib/router/page_factory.dart index 3bf14ca2df377..89a1fd0916d1b 100644 --- a/playground/frontend/lib/router/page_factory.dart +++ b/playground/frontend/lib/router/page_factory.dart @@ -24,9 +24,9 @@ import '../pages/embedded_playground/page.dart'; /// Creates pages from their normalized state. class PageFactory { static AbstractPage? createPage( - String factoryKey, - Map state, - ) { + String factoryKey, + Map state, + ) { switch (factoryKey) { case EmbeddedPlaygroundPage.classFactoryKey: return EmbeddedPlaygroundPage.fromStateMap(state); diff --git a/playground/frontend/playground_components/lib/src/constants/backend_urls.dart b/playground/frontend/playground_components/lib/src/constants/backend_urls.dart index 20c2d6348d95d..af9390ddc6d63 100644 --- a/playground/frontend/playground_components/lib/src/constants/backend_urls.dart +++ b/playground/frontend/playground_components/lib/src/constants/backend_urls.dart @@ -23,11 +23,19 @@ const defaultBackendUrlTemplate = 'https://{node}.play.beam.apache.org'; /// The URLs for local backend development. const backendUrlOverrides = { + // Uncomment the following lines to use staging backend: // 'router': 'https://router.play-dev.beam.apache.org', // 'go': 'https://go.play-dev.beam.apache.org', // 'java': 'https://java.play-dev.beam.apache.org', // 'python': 'https://python.play-dev.beam.apache.org', // 'scio': 'https://scio.play-dev.beam.apache.org', + + // Uncomment the following lines to use local backend: + // 'router': 'http://localhost:8081', + // 'go': 'http://localhost:8084', + // 'java': 'http://localhost:8086', + // 'python': 'http://localhost:8088', + // 'scio': 'http://localhost:8090', }; /// The URL templates that will not be probed diff --git a/playground/frontend/playground_components/lib/src/constants/colors.dart b/playground/frontend/playground_components/lib/src/constants/colors.dart index 6db92295c16aa..e548b31e4e4a2 100644 --- a/playground/frontend/playground_components/lib/src/constants/colors.dart +++ b/playground/frontend/playground_components/lib/src/constants/colors.dart @@ -60,9 +60,9 @@ class BeamLightThemeColors { static const primary = Color(0xffE74D1A); static const icon = BeamColors.grey3; - static const code1 = Color(0xffDA2833); + static const code1 = primary; static const code2 = Color(0xff5929B4); - static const codeComment = Color(0xff4C6B60); + static const codeComment = Color(0xff1B5E20); static const codeBackground = Color(0xffFEF6F3); } @@ -79,8 +79,8 @@ class BeamDarkThemeColors { static const primary = Color(0xffF26628); static const icon = Color(0xff606772); - static const code1 = Color(0xffDA2833); - static const code2 = Color(0xff5929B4); - static const codeComment = Color(0xff4C6B60); + static const code1 = Color(0xffFFEB3B); + static const code2 = primary; + static const codeComment = Color(0xff689F38); static const codeBackground = Color(0xff231B1B); } diff --git a/playground/frontend/playground_components/lib/src/constants/links.dart b/playground/frontend/playground_components/lib/src/constants/links.dart index aba7413e29594..c5addcfcc2666 100644 --- a/playground/frontend/playground_components/lib/src/constants/links.dart +++ b/playground/frontend/playground_components/lib/src/constants/links.dart @@ -24,6 +24,8 @@ class BeamLinks { // GitHub static const github = 'https://github.com/apache/beam'; + static const newExample = + 'https://github.com/apache/beam/blob/master/playground/load_your_code.md'; static const reportIssue = 'https://github.com/apache/beam/issues'; // Projects diff --git a/playground/frontend/playground_components/lib/src/controllers/code_runner.dart b/playground/frontend/playground_components/lib/src/controllers/code_runner.dart index 68b357b363263..0a55b4236b6f2 100644 --- a/playground/frontend/playground_components/lib/src/controllers/code_runner.dart +++ b/playground/frontend/playground_components/lib/src/controllers/code_runner.dart @@ -16,6 +16,8 @@ * limitations under the License. */ +// ignore_for_file: prefer_interpolation_to_compose_strings + import 'dart:async'; import 'package:clock/clock.dart'; @@ -58,7 +60,6 @@ class CodeRunner extends ChangeNotifier { }) : _snippetEditingControllerGetter = snippetEditingControllerGetter; RunCodeResult? _result; - StreamSubscription? _runSubscription; DateTime? _runStartDate; DateTime? _runStopDate; @@ -155,7 +156,6 @@ class CodeRunner extends ChangeNotifier { final log = parsedPipelineOptions.isEmpty ? kProcessingStartedText - // ignore: prefer_interpolation_to_compose_strings : kProcessingStartedOptionsText + parsedPipelineOptions.entries .map((e) => '--${e.key} ${e.value}') @@ -209,7 +209,10 @@ class CodeRunner extends ChangeNotifier { _setResult( RunCodeResult( errorMessage: ex.message ?? kUnknownErrorText, - output: ex.message ?? kUnknownErrorText, + log: _result!.log, + output: (_result!.output ?? '') + + '\n' + + (ex.message ?? kUnknownErrorText), sdk: request.sdk, status: RunCodeStatus.unknownError, ), @@ -219,7 +222,8 @@ class CodeRunner extends ChangeNotifier { _setResult( RunCodeResult( errorMessage: kUnknownErrorText, - output: kUnknownErrorText, + log: _result!.log, + output: (_result!.output ?? '') + '\n' + kUnknownErrorText, sdk: request.sdk, status: RunCodeStatus.unknownError, ), @@ -270,6 +274,8 @@ class CodeRunner extends ChangeNotifier { _setResult( RunCodeResult( + graph: _result!.graph, + log: _result!.log, output: _result!.output, sdk: _result!.sdk, status: _result!.status, @@ -311,7 +317,6 @@ class CodeRunner extends ChangeNotifier { _setResult( RunCodeResult( graph: _result?.graph, - // ignore: prefer_interpolation_to_compose_strings log: (_result?.log ?? '') + '\n' + 'widgets.output.messages.pipelineCancelled'.tr(), @@ -344,7 +349,6 @@ class CodeRunner extends ChangeNotifier { _setResult( RunCodeResult( graph: selectedExample.graph, - // ignore: prefer_interpolation_to_compose_strings log: kCachedResultsLog + logs, output: selectedExample.outputs, sdk: selectedExample.sdk, @@ -399,7 +403,7 @@ class CodeRunner extends ChangeNotifier { return RunCodeResult( graph: prevGraph, log: prevLog, - output: compileOutput.output, + output: prevOutput + compileOutput.output, pipelineUuid: pipelineUuid, sdk: prevResult.sdk, status: status, @@ -410,7 +414,7 @@ class CodeRunner extends ChangeNotifier { errorMessage: kTimeoutErrorText, graph: prevGraph, log: prevLog, - output: kTimeoutErrorText, + output: prevOutput + kTimeoutErrorText, pipelineUuid: pipelineUuid, sdk: prevResult.sdk, status: status, @@ -421,7 +425,7 @@ class CodeRunner extends ChangeNotifier { return RunCodeResult( graph: prevGraph, log: prevLog, - output: output.output, + output: prevOutput + output.output, pipelineUuid: pipelineUuid, sdk: prevResult.sdk, status: status, @@ -432,7 +436,7 @@ class CodeRunner extends ChangeNotifier { return RunCodeResult( graph: prevGraph, log: prevLog, - output: output.output, + output: prevOutput + output.output, sdk: prevResult.sdk, status: status, ); @@ -443,7 +447,7 @@ class CodeRunner extends ChangeNotifier { return RunCodeResult( graph: prevGraph, log: prevLog, - output: output.output, + output: prevOutput + output.output, sdk: prevResult.sdk, status: status, ); @@ -453,7 +457,7 @@ class CodeRunner extends ChangeNotifier { errorMessage: kUnknownErrorText, graph: prevGraph, log: prevLog, - output: kUnknownErrorText, + output: prevOutput + kUnknownErrorText, pipelineUuid: pipelineUuid, sdk: prevResult.sdk, status: status, @@ -508,6 +512,7 @@ class CodeRunner extends ChangeNotifier { return RunCodeResult( graph: prevGraph, log: prevLog, + output: prevOutput, pipelineUuid: pipelineUuid, sdk: prevResult.sdk, status: status, diff --git a/playground/frontend/playground_components/lib/src/controllers/example_loaders/example_loader_factory.dart b/playground/frontend/playground_components/lib/src/controllers/example_loaders/example_loader_factory.dart index 9a16d7d4b9902..edf0a961fb397 100644 --- a/playground/frontend/playground_components/lib/src/controllers/example_loaders/example_loader_factory.dart +++ b/playground/frontend/playground_components/lib/src/controllers/example_loaders/example_loader_factory.dart @@ -50,4 +50,3 @@ class ExampleLoaderFactory { ); } } - diff --git a/playground/frontend/playground_components/lib/src/controllers/example_loaders/examples_loader.dart b/playground/frontend/playground_components/lib/src/controllers/example_loaders/examples_loader.dart index e463a81723319..ca82333459a76 100644 --- a/playground/frontend/playground_components/lib/src/controllers/example_loaders/examples_loader.dart +++ b/playground/frontend/playground_components/lib/src/controllers/example_loaders/examples_loader.dart @@ -20,7 +20,6 @@ import 'package:collection/collection.dart'; import 'package:get_it/get_it.dart'; import '../../exceptions/example_loading_exception.dart'; -import '../../exceptions/examples_loading_exception.dart'; import '../../models/example.dart'; import '../../models/example_loading_descriptors/empty_example_loading_descriptor.dart'; import '../../models/example_loading_descriptors/example_loading_descriptor.dart'; @@ -43,6 +42,8 @@ class ExamplesLoader { PlaygroundController? _playgroundController; ExamplesLoadingDescriptor? _descriptor; + static final failedToLoadExamples = []; + ExamplesLoader() { defaultFactory.add(CatalogDefaultExampleLoader.new); defaultFactory.add(ContentExampleLoader.new); @@ -74,9 +75,9 @@ class ExamplesLoader { try { final loadFutures = loaders.map(_loadOne); await Future.wait(loadFutures); - } on Exception catch (ex) { - _emptyMissing(loaders); - throw ExamplesLoadingException(ex); + // ignore: avoid_catches_without_on_clauses + } catch (_) { + await _emptyMissing(loaders); } final sdk = descriptor.initialSdk; @@ -100,8 +101,8 @@ class ExamplesLoader { return loader; } - void _emptyMissing(Iterable loaders) { - loaders.forEach(_emptyIfMissing); + Future _emptyMissing(Iterable loaders) async { + await Future.wait(loaders.map(_emptyIfMissing)); } Future _emptyIfMissing(ExampleLoader loader) async { @@ -147,7 +148,10 @@ class ExamplesLoader { Example example; try { example = await loader.future; - } on Exception { + // ignore: avoid_catches_without_on_clauses + } catch (ex) { + example = Example.empty(loader.sdk ?? Sdk.java); + _handleLoadException(loader, ex as Exception); throw ExampleLoadingException(token: loader.descriptor.token); } _playgroundController!.setExample( @@ -157,6 +161,19 @@ class ExamplesLoader { ); } + void _handleLoadException(ExampleLoader loader, Exception ex) { + if (loader.descriptor.token != null) { + failedToLoadExamples.add(loader.descriptor.token!); + } + GetIt.instance.get().addException(ex); + final example = Example.empty(loader.sdk ?? Sdk.java); + _playgroundController!.setExample( + example, + descriptor: loader.descriptor, + setCurrentSdk: _shouldSetCurrentSdk(example.sdk), + ); + } + bool _shouldSetCurrentSdk(Sdk sdk) { final descriptor = _descriptor; diff --git a/playground/frontend/playground_components/lib/src/controllers/example_loaders/standard_example_loader.dart b/playground/frontend/playground_components/lib/src/controllers/example_loaders/standard_example_loader.dart index 0d1dd0df060bd..20c88d6355832 100644 --- a/playground/frontend/playground_components/lib/src/controllers/example_loaders/standard_example_loader.dart +++ b/playground/frontend/playground_components/lib/src/controllers/example_loaders/standard_example_loader.dart @@ -34,53 +34,50 @@ class StandardExampleLoader extends ExampleLoader { final StandardExampleLoadingDescriptor descriptor; final ExampleCache exampleCache; - final _completer = Completer(); @override Sdk? get sdk => descriptor.sdk; @override - Future get future => _completer.future; + late Future future = _load(); StandardExampleLoader({ required this.descriptor, required this.exampleCache, - }) { - unawaited(_load()); - } + }); - Future _load() async { + Future _load() async { try { - final example = await exampleCache.getPrecompiledObject( + final exampleWithoutOptions = await exampleCache.getPrecompiledObject( descriptor.path, descriptor.sdk, ); - _completer.complete(example); + return exampleWithoutOptions.copyWith( + viewOptions: descriptor.viewOptions, + ); } on Exception catch (ex, trace) { - await _tryLoadSharedExample( + return _tryLoadSharedExample( previousExceptions: [ex], previousStackTraces: [trace], ); } } - Future _tryLoadSharedExample({ + Future _tryLoadSharedExample({ required List previousExceptions, required List previousStackTraces, }) async { try { - final example = await exampleCache.loadSharedExample( + return await exampleCache.loadSharedExample( descriptor.path, viewOptions: descriptor.viewOptions, ); - _completer.complete(example); } on Exception catch (ex, trace) { - _completer.completeError( - MultipleExceptions( - exceptions: [...previousExceptions, ex], - stackTraces: [...previousStackTraces, trace], - ), + throw MultipleExceptions( + 'Cannot load example: ${descriptor.path}', + exceptions: [...previousExceptions, ex], + stackTraces: [...previousStackTraces, trace], ); } } diff --git a/playground/frontend/playground_components/lib/src/controllers/snippet_editing_controller.dart b/playground/frontend/playground_components/lib/src/controllers/snippet_editing_controller.dart index 445b92a062f60..090ab1018f15a 100644 --- a/playground/frontend/playground_components/lib/src/controllers/snippet_editing_controller.dart +++ b/playground/frontend/playground_components/lib/src/controllers/snippet_editing_controller.dart @@ -46,6 +46,7 @@ class SnippetEditingController extends ChangeNotifier { final _fileControllersByName = {}; Map _defaultEventParams = const {}; + void setDefaultEventParams(Map eventParams) { _defaultEventParams = eventParams; for (final fileController in _fileControllers) { @@ -224,6 +225,20 @@ class SnippetEditingController extends ChangeNotifier { SnippetFileEditingController? get activeFileController => _activeFileController; + SnippetFileEditingController requireFileControllerByName(String name) { + final result = getFileControllerByName(name); + + if (result != null) { + return result; + } + + throw Exception( + 'Required SnippetFileEditingController for $name, ' + 'only have ${_fileControllers.map((c) => c.getFile().name)}, ' + '${example?.path} ${example?.name}', + ); + } + SnippetFileEditingController? getFileControllerByName(String name) { return _fileControllersByName[name]; } @@ -250,4 +265,16 @@ class SnippetEditingController extends ChangeNotifier { snippet: descriptor.token, ); } + + bool shouldSaveBeforeSharing() { + if (!(descriptor?.isSerializableToUrl ?? false)) { + return true; + } + + if (isChanged) { + return true; + } + + return false; + } } diff --git a/playground/frontend/playground_components/lib/src/exceptions/detailed_exception.dart b/playground/frontend/playground_components/lib/src/exceptions/detailed_exception.dart new file mode 100644 index 0000000000000..d535b7a8faf56 --- /dev/null +++ b/playground/frontend/playground_components/lib/src/exceptions/detailed_exception.dart @@ -0,0 +1,22 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +/// An [Exception] with more [details] than should be shown in an error popup. +abstract class DetailedException implements Exception { + String get details; +} diff --git a/playground/frontend/playground_components/lib/src/exceptions/multiple_exceptions.dart b/playground/frontend/playground_components/lib/src/exceptions/multiple_exceptions.dart index e3fffb8c31ffb..3fd83f8c9fab9 100644 --- a/playground/frontend/playground_components/lib/src/exceptions/multiple_exceptions.dart +++ b/playground/frontend/playground_components/lib/src/exceptions/multiple_exceptions.dart @@ -16,17 +16,23 @@ * limitations under the License. */ -class MultipleExceptions implements Exception { +import 'detailed_exception.dart'; + +class MultipleExceptions implements DetailedException { + final String message; final List exceptions; final List stackTraces; - MultipleExceptions({ + MultipleExceptions(this.message, { required this.exceptions, required this.stackTraces, }); @override - String toString() { + String toString() => message; + + @override + String get details { final buffer = StringBuffer('Exceptions (${exceptions.length}): '); for (var i = 0; i < exceptions.length; i++) { buffer diff --git a/playground/frontend/playground_components/lib/src/models/example.dart b/playground/frontend/playground_components/lib/src/models/example.dart index 85858e8757177..044cc4e2e0c06 100644 --- a/playground/frontend/playground_components/lib/src/models/example.dart +++ b/playground/frontend/playground_components/lib/src/models/example.dart @@ -41,6 +41,7 @@ class Example extends ExampleBase { required super.sdk, required super.type, required super.path, + super.alwaysRun, super.complexity, super.contextLine, super.datasets, @@ -69,6 +70,7 @@ class Example extends ExampleBase { required this.outputs, this.graph, }) : super( + alwaysRun: example.alwaysRun, complexity: example.complexity, contextLine: example.contextLine, datasets: example.datasets, @@ -93,4 +95,30 @@ class Example extends ExampleBase { sdk: sdk, type: ExampleType.example, ); + + Example copyWith({ + ExampleViewOptions? viewOptions, + }) { + return Example( + alwaysRun: alwaysRun, + complexity: complexity, + contextLine: contextLine, + datasets: datasets, + description: description, + files: files, + graph: graph, + isMultiFile: isMultiFile, + logs: logs, + name: name, + outputs: outputs, + path: path, + pipelineOptions: pipelineOptions, + sdk: sdk, + tags: tags, + type: type, + urlNotebook: urlNotebook, + urlVcs: urlVcs, + viewOptions: viewOptions ?? this.viewOptions, + ); + } } diff --git a/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/catalog_default_example_loading_descriptor.dart b/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/catalog_default_example_loading_descriptor.dart index 4eb63ba3eb670..383373e9676df 100644 --- a/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/catalog_default_example_loading_descriptor.dart +++ b/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/catalog_default_example_loading_descriptor.dart @@ -63,4 +63,7 @@ class CatalogDefaultExampleLoadingDescriptor extends ExampleLoadingDescriptor { viewOptions: ExampleViewOptions.fromShortMap(map), ); } + + @override + bool get isSerializableToUrl => true; } diff --git a/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/content_example_loading_descriptor.dart b/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/content_example_loading_descriptor.dart index a4415935c0887..3ffab8577b23c 100644 --- a/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/content_example_loading_descriptor.dart +++ b/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/content_example_loading_descriptor.dart @@ -116,4 +116,7 @@ class ContentExampleLoadingDescriptor extends ExampleLoadingDescriptor { 'sdk': sdk.id, ...viewOptions.toShortMap(), }; + + @override + bool get isSerializableToUrl => false; } diff --git a/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/empty_example_loading_descriptor.dart b/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/empty_example_loading_descriptor.dart index f17d991bc4255..f92bd17629325 100644 --- a/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/empty_example_loading_descriptor.dart +++ b/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/empty_example_loading_descriptor.dart @@ -53,4 +53,7 @@ class EmptyExampleLoadingDescriptor extends ExampleLoadingDescriptor { sdk: Sdk.parseOrCreate(map['sdk']), ); } + + @override + bool get isSerializableToUrl => true; } diff --git a/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/example_loading_descriptor.dart b/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/example_loading_descriptor.dart index 5fbbf54375db2..eb48aee667a99 100644 --- a/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/example_loading_descriptor.dart +++ b/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/example_loading_descriptor.dart @@ -40,4 +40,9 @@ abstract class ExampleLoadingDescriptor with EquatableMixin { ExampleLoadingDescriptor copyWithoutViewOptions(); Map toJson(); + + /// Whether this descriptor can be serialized to a URL. + /// + /// If false, the code must be saved at the backend before sharing. + bool get isSerializableToUrl; } diff --git a/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/hive_example_loading_descriptor.dart b/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/hive_example_loading_descriptor.dart index f69a9e505914c..9b729a527d39d 100644 --- a/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/hive_example_loading_descriptor.dart +++ b/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/hive_example_loading_descriptor.dart @@ -75,4 +75,7 @@ class HiveExampleLoadingDescriptor extends ExampleLoadingDescriptor { viewOptions: ExampleViewOptions.fromShortMap(map), ); } + + @override + bool get isSerializableToUrl => false; } diff --git a/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/http_example_loading_descriptor.dart b/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/http_example_loading_descriptor.dart index dfc45c7162c68..323a7475c71e7 100644 --- a/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/http_example_loading_descriptor.dart +++ b/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/http_example_loading_descriptor.dart @@ -79,4 +79,7 @@ class HttpExampleLoadingDescriptor extends ExampleLoadingDescriptor { viewOptions: ExampleViewOptions.fromShortMap(map), ); } + + @override + bool get isSerializableToUrl => true; } diff --git a/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/standard_example_loading_descriptor.dart b/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/standard_example_loading_descriptor.dart index 72d7a539dd414..aaca54e3f41c5 100644 --- a/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/standard_example_loading_descriptor.dart +++ b/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/standard_example_loading_descriptor.dart @@ -72,4 +72,7 @@ class StandardExampleLoadingDescriptor extends ExampleLoadingDescriptor { viewOptions: ExampleViewOptions.fromShortMap(map), ); } + + @override + bool get isSerializableToUrl => true; } diff --git a/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/user_shared_example_loading_descriptor.dart b/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/user_shared_example_loading_descriptor.dart index 29984d3caa09b..4f757e8ec8748 100644 --- a/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/user_shared_example_loading_descriptor.dart +++ b/playground/frontend/playground_components/lib/src/models/example_loading_descriptors/user_shared_example_loading_descriptor.dart @@ -73,4 +73,7 @@ class UserSharedExampleLoadingDescriptor extends ExampleLoadingDescriptor { viewOptions: ExampleViewOptions.fromShortMap(map), ); } + + @override + bool get isSerializableToUrl => true; } diff --git a/playground/frontend/playground_components/lib/src/repositories/backend_urls.dart b/playground/frontend/playground_components/lib/src/repositories/backend_urls.dart index 7654a8afcd6a3..cfd2860e89428 100644 --- a/playground/frontend/playground_components/lib/src/repositories/backend_urls.dart +++ b/playground/frontend/playground_components/lib/src/repositories/backend_urls.dart @@ -95,11 +95,11 @@ List _getBackendUrlOptions(String node) { } final currentHost = Uri.base.host; - final nodeUriFromCurrentHost = Uri.base.replace( + final nodeUriFromCurrentHost = Uri( + scheme: Uri.base.scheme, host: '$node.$currentHost', - path: '', - queryParameters: {}, - ).removeFragment(); + port: Uri.base.port, + ); return { nodeUriFromCurrentHost.toString(), diff --git a/playground/frontend/playground_components/lib/src/services/toast_notifier.dart b/playground/frontend/playground_components/lib/src/services/toast_notifier.dart index e4e872d90f182..6497482a24c12 100644 --- a/playground/frontend/playground_components/lib/src/services/toast_notifier.dart +++ b/playground/frontend/playground_components/lib/src/services/toast_notifier.dart @@ -21,6 +21,7 @@ import 'dart:async'; import 'package:easy_localization/easy_localization.dart'; import 'package:rxdart/rxdart.dart'; +import '../exceptions/detailed_exception.dart'; import '../models/toast.dart'; import '../models/toast_type.dart'; @@ -48,6 +49,18 @@ class ToastNotifier { type: ToastType.error, ), ); + + _logExceptionToConsole(exception); + } + + void _logExceptionToConsole(Exception exception) { + final buffer = StringBuffer('$exception\n'); + + if (exception is DetailedException) { + buffer.writeln(exception.details); + } + + print(buffer); // ignore: avoid_print } Future dispose() async { diff --git a/playground/frontend/playground_components/lib/src/theme/theme.dart b/playground/frontend/playground_components/lib/src/theme/theme.dart index 25db8d562dde6..dd18fa4e3c0ab 100644 --- a/playground/frontend/playground_components/lib/src/theme/theme.dart +++ b/playground/frontend/playground_components/lib/src/theme/theme.dart @@ -22,6 +22,7 @@ import 'package:flutter_markdown_selectionarea/flutter_markdown.dart'; import 'package:google_fonts/google_fonts.dart'; import '../../playground_components.dart'; +import 'transitions.dart'; const codeFontSize = 14.0; @@ -171,6 +172,7 @@ final kLightTheme = ThemeData( BeamLightThemeColors.text, BeamLightThemeColors.primary, ), + pageTransitionsTheme: NoTransitionsTheme(), primaryColor: BeamLightThemeColors.primary, scaffoldBackgroundColor: BeamLightThemeColors.secondaryBackground, selectedRowColor: BeamLightThemeColors.selectedUnitColor, @@ -248,6 +250,7 @@ final kDarkTheme = ThemeData( BeamDarkThemeColors.text, BeamDarkThemeColors.primary, ), + pageTransitionsTheme: NoTransitionsTheme(), primaryColor: BeamDarkThemeColors.primary, scaffoldBackgroundColor: BeamDarkThemeColors.secondaryBackground, selectedRowColor: BeamDarkThemeColors.selectedUnitColor, @@ -442,32 +445,40 @@ RoundedRectangleBorder _getButtonBorder(double radius) { MarkdownStyleSheet _getMarkdownStyle(Brightness brightness) { final Color primaryColor; final Color codeblockBackgroundColor; - final Color textColor; if (brightness == Brightness.light) { primaryColor = BeamLightThemeColors.primary; codeblockBackgroundColor = BeamLightThemeColors.codeBackground; - textColor = BeamLightThemeColors.text; } else { primaryColor = BeamDarkThemeColors.primary; codeblockBackgroundColor = BeamDarkThemeColors.codeBackground; - textColor = BeamDarkThemeColors.text; } - final textTheme = _getTextTheme(textColor); return MarkdownStyleSheet( - p: textTheme.bodyMedium, - pPadding: EdgeInsets.only(top: BeamSizes.size2), - h1: textTheme.headlineMedium, - h3: textTheme.headlineSmall, - h3Padding: EdgeInsets.only(top: BeamSizes.size4), + p: const TextStyle( + fontSize: 16, + fontWeight: FontWeight.w400, + ), + pPadding: const EdgeInsets.only(top: BeamSizes.size2), + h1: const TextStyle( + fontSize: 18, + fontWeight: FontWeight.w600, + ), + h2: const TextStyle( + fontSize: 17, + fontWeight: FontWeight.w600, + ), + h3: const TextStyle( + fontSize: 16, + fontWeight: FontWeight.w600, + ), + h3Padding: const EdgeInsets.only(top: BeamSizes.size4), blockquoteDecoration: BoxDecoration( color: codeblockBackgroundColor, borderRadius: BorderRadius.circular(BeamSizes.size6), ), code: GoogleFonts.sourceCodePro( - color: textColor, backgroundColor: BeamColors.transparent, - fontSize: BeamSizes.size12, + fontSize: 14, ), codeblockDecoration: BoxDecoration( color: codeblockBackgroundColor, diff --git a/learning/tour-of-beam/frontend/lib/pages/tour/widgets/content_tree_title.dart b/playground/frontend/playground_components/lib/src/theme/transitions.dart similarity index 58% rename from learning/tour-of-beam/frontend/lib/pages/tour/widgets/content_tree_title.dart rename to playground/frontend/playground_components/lib/src/theme/transitions.dart index d92ff7605d818..8388ba37775e2 100644 --- a/learning/tour-of-beam/frontend/lib/pages/tour/widgets/content_tree_title.dart +++ b/playground/frontend/playground_components/lib/src/theme/transitions.dart @@ -16,26 +16,20 @@ * limitations under the License. */ -import 'package:easy_localization/easy_localization.dart'; import 'package:flutter/material.dart'; -import 'package:playground_components/playground_components.dart'; - -class ContentTreeTitleWidget extends StatelessWidget { - const ContentTreeTitleWidget(); +/// Disables page transitions. +/// +/// See https://medium.com/flutter/improving-perceived-performance-with-image-placeholders-precaching-and-disabled-navigation-6b3601087a2b +class NoTransitionsTheme extends PageTransitionsTheme { @override - Widget build(BuildContext context) { - return Padding( - padding: const EdgeInsets.symmetric(vertical: BeamSizes.size12), - child: Row( - mainAxisAlignment: MainAxisAlignment.spaceBetween, - children: [ - Text( - 'pages.tour.summaryTitle', - style: Theme.of(context).textTheme.headlineLarge, - ).tr(), - ], - ), - ); + Widget buildTransitions( + PageRoute route, + BuildContext context, + Animation animation, + Animation secondaryAnimation, + Widget child, + ) { + return child; } } diff --git a/playground/frontend/playground_components/lib/src/widgets/copyright.dart b/playground/frontend/playground_components/lib/src/widgets/copyright.dart index 86b0346f285e7..e0f3a92e8b29a 100644 --- a/playground/frontend/playground_components/lib/src/widgets/copyright.dart +++ b/playground/frontend/playground_components/lib/src/widgets/copyright.dart @@ -17,7 +17,7 @@ */ import 'package:easy_localization/easy_localization.dart'; -import 'package:flutter/widgets.dart'; +import 'package:flutter/material.dart'; class CopyrightWidget extends StatelessWidget { const CopyrightWidget(); diff --git a/playground/frontend/playground_components/lib/src/widgets/feedback.dart b/playground/frontend/playground_components/lib/src/widgets/feedback.dart index b4d83c2ad7d7b..62fd515dfad1b 100644 --- a/playground/frontend/playground_components/lib/src/widgets/feedback.dart +++ b/playground/frontend/playground_components/lib/src/widgets/feedback.dart @@ -22,16 +22,19 @@ import 'package:flutter_svg/flutter_svg.dart'; import '../../playground_components.dart'; import '../assets/assets.gen.dart'; +import 'iframe/iframe.dart'; class FeedbackWidget extends StatelessWidget { static const positiveRatingButtonKey = Key('positive'); static const negativeRatingButtonKey = Key('negative'); final FeedbackController controller; + final String feedbackFormUrl; final String title; const FeedbackWidget({ required this.controller, + required this.feedbackFormUrl, required this.title, }); @@ -57,6 +60,7 @@ class FeedbackWidget extends StatelessWidget { child: FeedbackDropdown( close: closeNotifier.notifyPublic, controller: controller, + feedbackFormUrl: feedbackFormUrl, rating: rating, title: 'widgets.feedback.title'.tr(), subtitle: 'widgets.feedback.hint'.tr(), @@ -142,33 +146,22 @@ class FeedbackDropdown extends StatelessWidget { static const sendButtonKey = Key('sendFeedbackButtonKey'); static const textFieldKey = Key('feedbackTextFieldKey'); - final FeedbackController controller; final VoidCallback close; + final FeedbackController controller; + final String feedbackFormUrl; final FeedbackRating rating; final String title; final String subtitle; const FeedbackDropdown({ + required this.close, required this.controller, + required this.feedbackFormUrl, required this.title, required this.rating, - required this.close, required this.subtitle, }); - void _sendFeedback() { - PlaygroundComponents.analyticsService.sendUnawaited( - FeedbackFormSentAnalyticsEvent( - rating: rating, - text: controller.textController.text, - snippetContext: controller.eventSnippetContext, - additionalParams: controller.additionalParams, - ), - ); - controller.textController.clear(); - close(); - } - @override Widget build(BuildContext context) { return AnimatedBuilder( @@ -178,42 +171,26 @@ class FeedbackDropdown extends StatelessWidget { borderRadius: BorderRadius.circular(8), ), padding: const EdgeInsets.all(16), - width: 400, + width: 500, + height: MediaQuery.of(context).size.height - 100, child: Column( - crossAxisAlignment: CrossAxisAlignment.start, mainAxisSize: MainAxisSize.min, children: [ Text( title, style: Theme.of(context).textTheme.headlineLarge, ), - const SizedBox(height: BeamSizes.size8), + const SizedBox(height: BeamSizes.size6), Text( subtitle, + textAlign: TextAlign.center, ), - const SizedBox(height: BeamSizes.size8), - TextField( - key: textFieldKey, - controller: controller.textController, - decoration: const InputDecoration( - border: OutlineInputBorder(), + const SizedBox(height: BeamSizes.size16), + Expanded( + child: IFrameWidget( + url: feedbackFormUrl, + viewType: 'feedbackGoogleForms', ), - keyboardType: TextInputType.multiline, - maxLines: 5, - minLines: 3, - ), - const SizedBox(height: BeamSizes.size8), - Row( - mainAxisAlignment: MainAxisAlignment.end, - children: [ - ElevatedButton( - key: sendButtonKey, - onPressed: controller.textController.text.isEmpty - ? null - : _sendFeedback, - child: const Text('widgets.feedback.send').tr(), - ), - ], ), ], ), diff --git a/playground/frontend/playground_components/lib/src/widgets/iframe/iframe.dart b/playground/frontend/playground_components/lib/src/widgets/iframe/iframe.dart new file mode 100644 index 0000000000000..7cf807b5d393c --- /dev/null +++ b/playground/frontend/playground_components/lib/src/widgets/iframe/iframe.dart @@ -0,0 +1,19 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +export 'iframe_non_web.dart' if (dart.library.html) 'iframe_web.dart'; diff --git a/playground/frontend/playground_components/lib/src/widgets/iframe/iframe_non_web.dart b/playground/frontend/playground_components/lib/src/widgets/iframe/iframe_non_web.dart new file mode 100644 index 0000000000000..de8a60df74c02 --- /dev/null +++ b/playground/frontend/playground_components/lib/src/widgets/iframe/iframe_non_web.dart @@ -0,0 +1,41 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// ignore: avoid_web_libraries_in_flutter + +import 'package:flutter/widgets.dart'; + +class IFrameWidget extends StatefulWidget { + final String url; + final String viewType; + + const IFrameWidget({ + required this.url, + required this.viewType, + }); + + @override + State createState() => _IFrameWidgetState(); +} + +class _IFrameWidgetState extends State { + @override + Widget build(BuildContext context) { + return ErrorWidget('This only works in web.'); + } +} diff --git a/playground/frontend/playground_components/lib/src/widgets/iframe/iframe_web.dart b/playground/frontend/playground_components/lib/src/widgets/iframe/iframe_web.dart new file mode 100644 index 0000000000000..ef26b8fd84c40 --- /dev/null +++ b/playground/frontend/playground_components/lib/src/widgets/iframe/iframe_web.dart @@ -0,0 +1,61 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// ignore: avoid_web_libraries_in_flutter +import 'dart:html' as html; +import 'dart:ui' as ui; + +import 'package:flutter/material.dart'; + +class IFrameWidget extends StatefulWidget { + final String url; + final String viewType; + + const IFrameWidget({ + required this.url, + required this.viewType, + }); + + @override + State createState() => _IFrameWidgetState(); +} + +class _IFrameWidgetState extends State { + final _iFrameElement = html.IFrameElement(); + + @override + void initState() { + // ignore: unsafe_html + _iFrameElement.src = widget.url; + _iFrameElement.style.border = 'none'; + // ignore: undefined_prefixed_name, avoid_dynamic_calls + ui.platformViewRegistry.registerViewFactory( + widget.viewType, + (int viewId) => _iFrameElement, + ); + + super.initState(); + } + + @override + Widget build(BuildContext context) { + return HtmlElementView( + viewType: widget.viewType, + ); + } +} diff --git a/playground/frontend/playground_components/lib/src/widgets/output/result_tab_content.dart b/playground/frontend/playground_components/lib/src/widgets/output/result_tab_content.dart index 215493e4c7d1a..dbcd5d1ddb796 100644 --- a/playground/frontend/playground_components/lib/src/widgets/output/result_tab_content.dart +++ b/playground/frontend/playground_components/lib/src/widgets/output/result_tab_content.dart @@ -26,6 +26,12 @@ import '../../enums/unread_entry.dart'; import '../../theme/theme.dart'; import '../unread/clearer.dart'; +// TODO(alexeyinkin): Show the full text when fixed: https://github.com/flutter/flutter/issues/128575 +const _maxFirstCharacters = 1000; +const _maxLastCharacters = 10000; +const _cutTemplate = 'Showing the first $_maxFirstCharacters ' + 'and the last $_maxLastCharacters characters:\n'; + class ResultTabContent extends StatefulWidget { const ResultTabContent({ required this.playgroundController, @@ -68,6 +74,20 @@ class _ResultTabContentState extends State { } String _getText() { + final fullText = _getFullText(); + + if (fullText.length <= _maxFirstCharacters + _maxLastCharacters) { + return fullText; + } + + // ignore: prefer_interpolation_to_compose_strings + return _cutTemplate + + fullText.substring(0, _maxFirstCharacters) + + '\n\n...\n\n' + + fullText.substring(fullText.length - _maxLastCharacters); + } + + String _getFullText() { final filter = widget.playgroundController.resultFilterController.value; switch (filter) { diff --git a/playground/frontend/playground_components/lib/src/widgets/snippet_editor.dart b/playground/frontend/playground_components/lib/src/widgets/snippet_editor.dart index 8a23ed7094d09..c0b8487213e14 100644 --- a/playground/frontend/playground_components/lib/src/widgets/snippet_editor.dart +++ b/playground/frontend/playground_components/lib/src/widgets/snippet_editor.dart @@ -26,11 +26,13 @@ import 'tabbed_snippet_editor.dart'; class SnippetEditor extends StatelessWidget { const SnippetEditor({ + required this.autofocus, required this.controller, required this.isEditable, this.actionsWidget, }); + final bool autofocus; final SnippetEditingController controller; final bool isEditable; @@ -56,6 +58,7 @@ class SnippetEditor extends StatelessWidget { children: [ Positioned.fill( child: SnippetFileEditor( + autofocus: autofocus, controller: controller.fileControllers.first, eventSnippetContext: controller.eventSnippetContext, isEditable: isEditable, @@ -72,6 +75,7 @@ class SnippetEditor extends StatelessWidget { default: return TabbedSnippetEditor( + autofocus: autofocus, controller: controller, eventSnippetContext: controller.eventSnippetContext, isEditable: isEditable, diff --git a/playground/frontend/playground_components/lib/src/widgets/snippet_file_editor.dart b/playground/frontend/playground_components/lib/src/widgets/snippet_file_editor.dart index 7e48d803f3b76..473bb82f76e26 100644 --- a/playground/frontend/playground_components/lib/src/widgets/snippet_file_editor.dart +++ b/playground/frontend/playground_components/lib/src/widgets/snippet_file_editor.dart @@ -30,6 +30,7 @@ import '../theme/theme.dart'; class SnippetFileEditor extends StatefulWidget { SnippetFileEditor({ + required this.autofocus, required this.controller, required this.eventSnippetContext, required this.isEditable, @@ -38,6 +39,7 @@ class SnippetFileEditor extends StatefulWidget { key: ValueKey(controller.savedFile), ); + final bool autofocus; final SnippetFileEditingController controller; final EventSnippetContext eventSnippetContext; final bool isEditable; @@ -69,7 +71,7 @@ class _SnippetFileEditorState extends State { void didChangeDependencies() { super.didChangeDependencies(); - if (!_didAutoFocus) { + if (widget.autofocus && !_didAutoFocus) { _didAutoFocus = true; SchedulerBinding.instance.addPostFrameCallback((_) { if (mounted) { diff --git a/playground/frontend/playground_components/lib/src/widgets/tabbed_snippet_editor.dart b/playground/frontend/playground_components/lib/src/widgets/tabbed_snippet_editor.dart index 1f895c376d125..4b78b3277e9d9 100644 --- a/playground/frontend/playground_components/lib/src/widgets/tabbed_snippet_editor.dart +++ b/playground/frontend/playground_components/lib/src/widgets/tabbed_snippet_editor.dart @@ -28,12 +28,14 @@ import 'tabs/tab_bar.dart'; class TabbedSnippetEditor extends StatelessWidget { const TabbedSnippetEditor({ + required this.autofocus, required this.controller, required this.eventSnippetContext, required this.isEditable, this.trailing, }); + final bool autofocus; final SnippetEditingController controller; final EventSnippetContext eventSnippetContext; final bool isEditable; @@ -45,6 +47,7 @@ class TabbedSnippetEditor extends StatelessWidget { final keys = files.map((f) => f.name).toList(growable: false); final initialKey = files.firstWhereOrNull((f) => f.isMain)?.name; + // TODO(nausharipov): fork keyed_collection_widgets and put prints. return DefaultKeyedTabController.fromKeys( animationDuration: Duration.zero, initialKey: initialKey, @@ -71,7 +74,8 @@ class TabbedSnippetEditor extends StatelessWidget { children: { for (final key in keys) key: SnippetFileEditor( - controller: controller.getFileControllerByName(key)!, + autofocus: autofocus, + controller: controller.requireFileControllerByName(key), eventSnippetContext: eventSnippetContext, isEditable: isEditable, ), diff --git a/playground/frontend/playground_components/pubspec.yaml b/playground/frontend/playground_components/pubspec.yaml index fb8dbdcd3f791..e0394dab9f7f7 100644 --- a/playground/frontend/playground_components/pubspec.yaml +++ b/playground/frontend/playground_components/pubspec.yaml @@ -22,7 +22,7 @@ publish_to: none environment: sdk: '>=3.0.2 <4.0.0' - flutter: '>=3.10.2' + flutter: '>=3.10.4' dependencies: aligned_dialog: ^0.0.6 @@ -36,7 +36,7 @@ dependencies: enum_map: ^0.2.1 equatable: ^2.0.5 flutter: { sdk: flutter } - flutter_code_editor: ^0.2.23 + flutter_code_editor: ^0.3.0 # TODO(nausharipov): return flutter_markdown when it is fixed, https://github.com/apache/beam/issues/26498 # The exact version is used because this non-official package can be poorly maintained. diff --git a/playground/frontend/playground_components/test/src/controllers/example_loaders/common.dart b/playground/frontend/playground_components/test/src/controllers/example_loaders/common.dart index 42c0eec3010c4..714bea3c3c937 100644 --- a/playground/frontend/playground_components/test/src/controllers/example_loaders/common.dart +++ b/playground/frontend/playground_components/test/src/controllers/example_loaders/common.dart @@ -21,7 +21,9 @@ import 'package:playground_components/src/controllers/example_loaders/example_lo import 'package:playground_components/src/controllers/example_loaders/example_loader_factory.dart'; class TestExampleLoadingDescriptor extends ExampleLoadingDescriptor { + @override final Sdk? sdk; + final bool succeed; const TestExampleLoadingDescriptor( @@ -37,6 +39,9 @@ class TestExampleLoadingDescriptor extends ExampleLoadingDescriptor { @override Map toJson() => throw UnimplementedError(); + + @override + bool get isSerializableToUrl => true; } class TestExampleLoader extends ExampleLoader { diff --git a/playground/frontend/playground_components/test/src/controllers/example_loaders/example_loader_factory_test.dart b/playground/frontend/playground_components/test/src/controllers/example_loaders/example_loader_factory_test.dart index a0d046b1aa94d..4d698333cec78 100644 --- a/playground/frontend/playground_components/test/src/controllers/example_loaders/example_loader_factory_test.dart +++ b/playground/frontend/playground_components/test/src/controllers/example_loaders/example_loader_factory_test.dart @@ -60,4 +60,7 @@ class _UnregisteredDescriptor extends ExampleLoadingDescriptor { @override Map toJson() => throw UnimplementedError(); + + @override + bool get isSerializableToUrl => true; } diff --git a/playground/frontend/playground_components/test/src/controllers/example_loaders/examples_loader_test.dart b/playground/frontend/playground_components/test/src/controllers/example_loaders/examples_loader_test.dart index f9b7479d6d506..d3dbd1c09c064 100644 --- a/playground/frontend/playground_components/test/src/controllers/example_loaders/examples_loader_test.dart +++ b/playground/frontend/playground_components/test/src/controllers/example_loaders/examples_loader_test.dart @@ -33,6 +33,8 @@ void main() async { final setEmptyIfNotExistsTrue = []; final setEmptyIfNotExistsFalse = []; + await PlaygroundComponents.ensureInitialized(); + setUp(() { setExampleTrue.clear(); setExampleFalse.clear(); @@ -121,7 +123,6 @@ void main() async { group('Error.', () { test('Load empty example instead', () async { - Exception? thrown; const descriptor = ExamplesLoadingDescriptor( descriptors: [ TestExampleLoadingDescriptor(Sdk.go, succeed: false), @@ -130,13 +131,8 @@ void main() async { initialSdk: Sdk.python, ); - try { - await examplesLoader.loadIfNew(descriptor); - } on ExamplesLoadingException catch (ex) { - thrown = ex; - } + await examplesLoader.loadIfNew(descriptor); - expect(thrown, isA()); expect(setEmptyIfNotExistsTrue, [Sdk.python]); expect(setEmptyIfNotExistsFalse, [Sdk.go]); }); diff --git a/playground/frontend/playground_components_dev/analysis_options.yaml b/playground/frontend/playground_components_dev/analysis_options.yaml index fe2e0e8eb952c..06a3913107971 100644 --- a/playground/frontend/playground_components_dev/analysis_options.yaml +++ b/playground/frontend/playground_components_dev/analysis_options.yaml @@ -16,3 +16,7 @@ # under the License. include: package:total_lints/app.yaml + +linter: + rules: + do_not_use_environment: false diff --git a/playground/frontend/playground_components_dev/lib/playground_components_dev.dart b/playground/frontend/playground_components_dev/lib/playground_components_dev.dart index d02b9448230f2..704d512ea4f71 100644 --- a/playground/frontend/playground_components_dev/lib/playground_components_dev.dart +++ b/playground/frontend/playground_components_dev/lib/playground_components_dev.dart @@ -27,6 +27,7 @@ export 'src/examples/go/minimal_word_count.dart'; export 'src/examples/go/word_count.dart'; export 'src/examples/java/aggregation_max.dart'; +export 'src/examples/java/example.dart'; export 'src/examples/java/minimal_word_count.dart'; export 'src/examples/python/aggregation_mean.dart'; diff --git a/playground/frontend/playground_components_dev/lib/src/examples/example_descriptor.dart b/playground/frontend/playground_components_dev/lib/src/examples/example_descriptor.dart index f420990a11b95..6c938919e2141 100644 --- a/playground/frontend/playground_components_dev/lib/src/examples/example_descriptor.dart +++ b/playground/frontend/playground_components_dev/lib/src/examples/example_descriptor.dart @@ -25,14 +25,16 @@ import '../code.dart'; const _noGraphSdks = [Sdk.go, Sdk.scio]; +const areExamplesDeployed = ExampleDescriptor._repository != '' && + ExampleDescriptor._ref != ''; + /// Describes an example for the purpose of integration tests. class ExampleDescriptor { static const _schemaAndHost = 'https://github.com'; static const _rawSchemaAndHost = 'https://raw.githubusercontent.com'; - static const _defaultOwner = 'apache'; - static const _defaultRepository = 'beam'; - static const _defaultRef = 'master'; + static const _repository = String.fromEnvironment('example-repository'); + static const _ref = String.fromEnvironment('example-ref'); const ExampleDescriptor( this.name, { @@ -42,11 +44,11 @@ class ExampleDescriptor { this.contextLine1Based, this.croppedFoldedVisibleText, this.foldedVisibleText, + this.fullText, this.outputContains, this.outputTail, - this.owner = _defaultOwner, - this.repository = _defaultRepository, - this.ref = _defaultRef, + this.repository = _repository, + this.ref = _ref, }); /// 1-based line index to set cursor to. @@ -61,10 +63,8 @@ class ExampleDescriptor { /// File path relative to the repository root, starting with `/`. final String path; - /// The owner of the GitHub repository where this example code is stored. - final String owner; - - /// The name of the GitHub repository where this example code is stored. + /// The owner and repository where this example code is stored, + /// like 'apache/beam'. final String repository; /// The branch name or commit hash of the GitHub repository @@ -74,6 +74,9 @@ class ExampleDescriptor { /// The SDK of this example. final Sdk sdk; + /// Full text to override the one we would get from HTTPS. + final String? fullText; + /// Visible text when using `visibleSectionNames` and `foldOutsideSections()`. final String? croppedFoldedVisibleText; @@ -96,13 +99,13 @@ class ExampleDescriptor { /// /// Example: /// https://github.com/apache/beam/blob/master/examples/java/src/main/java/org/apache/beam/examples/MinimalWordCount.java - String get url => '$_schemaAndHost/$owner/$repository/blob/$ref$path'; + String get url => '$_schemaAndHost/$repository/blob/$ref$path'; /// The URL to view the file raw content on GitHub. /// /// Example: /// https://raw.githubusercontent.com/apache/beam/master/examples/java/src/main/java/org/apache/beam/examples/MinimalWordCount.java - String get rawUrl => '$_rawSchemaAndHost/$owner/$repository/$ref$path'; + String get rawUrl => '$_rawSchemaAndHost/$repository/$ref$path'; /// The visible text in the code editor after required foldings. Future getVisibleText() async { @@ -113,8 +116,8 @@ class ExampleDescriptor { /// The full code of the example. Future getFullText() async { - final response = await http.get(Uri.parse(rawUrl)); - return cutTagComments(response.body); + final text = fullText ?? (await http.get(Uri.parse(rawUrl))).body; + return cutTagComments(text); } /// Cuts the comments containing meta tags from the file in the repository diff --git a/playground/frontend/playground_components_dev/lib/src/examples/go/example.dart b/playground/frontend/playground_components_dev/lib/src/examples/go/example.dart index 3a910870a01ab..249dfbda621f6 100644 --- a/playground/frontend/playground_components_dev/lib/src/examples/go/example.dart +++ b/playground/frontend/playground_components_dev/lib/src/examples/go/example.dart @@ -29,6 +29,51 @@ const goExample = ExampleDescriptor( '/playground/frontend/playground_components_dev/lib/src/examples/go/content/example.go', sdk: Sdk.go, + fullText: ''' +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package main + +import ( + "fmt" + "github.com/apache/beam/sdks/v2/go/pkg/beam" +) + +func OutsideOfSections() { +} + +// [START show] +func Folded() { +} + +func Unfolded1() { + fmt.Print("editable")// [START unfold1] + fmt.Print("readonly")// [START readonly1] [END unfold1] [END readonly1] +} + +func Unfolded2() { + fmt.Print("editable")// [START unfold2] + fmt.Print("readonly")// [START readonly2] [END unfold2] [END readonly2] +} +// [END show] +''', + croppedFoldedVisibleText: ''' func Folded() { diff --git a/plugins/beam-code-completion-plugin/src/main/java/BeamJavaSDKPattern.java b/playground/frontend/playground_components_dev/lib/src/examples/java/content/example.java similarity index 64% rename from plugins/beam-code-completion-plugin/src/main/java/BeamJavaSDKPattern.java rename to playground/frontend/playground_components_dev/lib/src/examples/java/content/example.java index e60f76237d010..9e796ebb39473 100644 --- a/plugins/beam-code-completion-plugin/src/main/java/BeamJavaSDKPattern.java +++ b/playground/frontend/playground_components_dev/lib/src/examples/java/content/example.java @@ -16,19 +16,25 @@ * limitations under the License. */ -import com.intellij.patterns.PatternCondition; -import com.intellij.psi.PsiElement; -import com.intellij.util.ProcessingContext; -import org.jetbrains.annotations.NotNull; +package main; +import a; +import b; -public class BeamJavaSDKPattern extends PatternCondition { - BeamJavaSDKPattern() { - super("javaSDKPattern()"); - } +void OutsideOfSections() { +} + +// [START show] +void Folded() { +} + +void Unfolded1() { + System.out.println("editable")// [START unfold1] + System.out.println("readonly")// [START readonly1] [END unfold1] [END readonly1] +} - @Override - public boolean accepts(@NotNull PsiElement psiElement, ProcessingContext context) { - return false; - } +void Unfolded2() { + System.out.println("editable")// [START unfold2] + System.out.println("readonly")// [START readonly2] [END unfold2] [END readonly2] } +// [END show] diff --git a/playground/frontend/playground_components_dev/lib/src/examples/java/example.dart b/playground/frontend/playground_components_dev/lib/src/examples/java/example.dart new file mode 100644 index 0000000000000..2e44a6639b38c --- /dev/null +++ b/playground/frontend/playground_components_dev/lib/src/examples/java/example.dart @@ -0,0 +1,111 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +import 'package:playground_components/playground_components.dart'; + +import '../example_descriptor.dart'; + +/// To test code folding, read-only, and visible sections. Not runnable. +const javaExample = ExampleDescriptor( + // + '', + dbPath: '', + path: + '/playground/frontend/playground_components_dev/lib/src/examples/java/content/example.java', + sdk: Sdk.java, + + fullText: ''' +/* + * Licensed to the Apache Software Foundation (ASF) under one + * or more contributor license agreements. See the NOTICE file + * distributed with this work for additional information + * regarding copyright ownership. The ASF licenses this file + * to you under the Apache License, Version 2.0 (the + * "License"); you may not use this file except in compliance + * with the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package main; + +import a; +import b; + +void OutsideOfSections() { +} + +// [START show] +void Folded() { +} + +void Unfolded1() { + System.out.println("editable")// [START unfold1] + System.out.println("readonly")// [START readonly1] [END unfold1] [END readonly1] +} + +void Unfolded2() { + System.out.println("editable")// [START unfold2] + System.out.println("readonly")// [START readonly2] [END unfold2] [END readonly2] +} +// [END show] +''', + + croppedFoldedVisibleText: ''' + +void Folded() { + +void Unfolded1() { + System.out.println("editable") + System.out.println("readonly") +} + +void Unfolded2() { + System.out.println("editable") + System.out.println("readonly") +} + +''', + foldedVisibleText: ''' +/* + +package main; + +void OutsideOfSections() { + + +void Folded() { + +void Unfolded1() { + System.out.println("editable") + System.out.println("readonly") +} + +void Unfolded2() { + System.out.println("editable") + System.out.println("readonly") +} + +''', +); diff --git a/playground/frontend/playground_components_dev/lib/src/examples/scio/minimal_word_count.dart b/playground/frontend/playground_components_dev/lib/src/examples/scio/minimal_word_count.dart index dbb679a6d6f92..f1be208d71969 100644 --- a/playground/frontend/playground_components_dev/lib/src/examples/scio/minimal_word_count.dart +++ b/playground/frontend/playground_components_dev/lib/src/examples/scio/minimal_word_count.dart @@ -29,8 +29,7 @@ const scioMinimalWordCount = ExampleDescriptor( '/scio-examples/src/main/scala/com/spotify/scio/examples/MinimalWordCount.scala', sdk: Sdk.scio, - owner: 'spotify', - repository: 'scio', + repository: 'spotify/scio', ref: spotifyScioRef, outputContains: ['Finalizing 5 file results'], diff --git a/playground/frontend/playground_components_dev/lib/src/expect.dart b/playground/frontend/playground_components_dev/lib/src/expect.dart index 4df3a7bab929f..54b1ac9791934 100644 --- a/playground/frontend/playground_components_dev/lib/src/expect.dart +++ b/playground/frontend/playground_components_dev/lib/src/expect.dart @@ -44,30 +44,42 @@ void expectContextLine( ); } -void expectOutput(ExampleDescriptor example, WidgetTester wt) { +void expectOutputIfDeployed(ExampleDescriptor example, WidgetTester wt) { if (example.outputTail != null) { - expectOutputEndsWith(example.outputTail, wt); + expectOutputEndsWithIfDeployed(example.outputTail, wt); } else if (example.outputContains != null) { for (final str in example.outputContains!) { - expectOutputContains(str, wt); + expectOutputContainsIfDeployed(str, wt); } } else { throw AssertionError('No pattern to check example output: ${example.path}'); } } -void expectOutputEquals(String text, WidgetTester wt) { +void expectOutputEqualsIfDeployed(String text, WidgetTester wt) { + if (!areExamplesDeployed) { + return; + } + final actualText = wt.findOutputText(); expect(actualText, text); } -void expectOutputContains(String? text, WidgetTester wt) { +void expectOutputContainsIfDeployed(String? text, WidgetTester wt) { + if (!areExamplesDeployed) { + return; + } + final actualText = wt.findOutputText(); expect(text, isNotNull); expect(actualText, contains(text)); } -void expectOutputEndsWith(String? text, WidgetTester wt) { +void expectOutputEndsWithIfDeployed(String? text, WidgetTester wt) { + if (!areExamplesDeployed) { + return; + } + final actualText = wt.findOutputText(); expect(text, isNotNull); expect(actualText, endsWith(text!)); @@ -91,10 +103,18 @@ void expectSimilar(double a, double b) { expect(a, onePerCentTolerance(b)); } -void expectVisibleText(String? visibleText, WidgetTester wt) { +void expectVisibleTextIfDeployed(String? visibleText, WidgetTester wt) { + if (!areExamplesDeployed) { + return; + } + + expectVisibleText(visibleText, wt); +} + +void expectVisibleText(String? visibleText, WidgetTester wt, {String? reason}) { final controller = wt.findOneCodeController(); expect(visibleText, isNotNull); - expect(controller.text, visibleText); + expect(controller.text, visibleText, reason: reason); } void expectLastAnalyticsEvent( diff --git a/playground/frontend/playground_components_dev/lib/src/widget_tester.dart b/playground/frontend/playground_components_dev/lib/src/widget_tester.dart index 507f3bdaaae1a..94678fdebae48 100644 --- a/playground/frontend/playground_components_dev/lib/src/widget_tester.dart +++ b/playground/frontend/playground_components_dev/lib/src/widget_tester.dart @@ -144,7 +144,7 @@ extension WidgetTesterExtension on WidgetTester { await pumpAndSettle(); // Let the UI catch up. expectOutputStartsWith(kCachedResultsLog, this); - expectOutput(example, this); + expectOutputIfDeployed(example, this); } Future modifyRunExpectReal(ExampleDescriptor example) async { @@ -159,7 +159,7 @@ extension WidgetTesterExtension on WidgetTester { final actualText = findOutputText(); expect(actualText, isNot(startsWith(kCachedResultsLog))); - expectOutput(example, this); + expectOutputIfDeployed(example, this); // Animation stops just before the analytics event is fired, wait a bit. await Future.delayed(const Duration(seconds: 1)); diff --git a/playground/frontend/playground_components_dev/pubspec.yaml b/playground/frontend/playground_components_dev/pubspec.yaml index f7f32551ddf38..ae9424b960642 100644 --- a/playground/frontend/playground_components_dev/pubspec.yaml +++ b/playground/frontend/playground_components_dev/pubspec.yaml @@ -22,12 +22,12 @@ publish_to: none environment: sdk: '>=3.0.2 <4.0.0' - flutter: '>=3.10.2' + flutter: '>=3.10.4' dependencies: app_state: ^0.9.3 flutter: { sdk: flutter } - flutter_code_editor: ^0.2.23 + flutter_code_editor: ^0.3.0 flutter_test: { sdk: flutter } get_it: ^7.2.0 highlight: ^0.7.0 diff --git a/playground/frontend/pubspec.lock b/playground/frontend/pubspec.lock index e294bdddc7432..425e33e4de7df 100644 --- a/playground/frontend/pubspec.lock +++ b/playground/frontend/pubspec.lock @@ -37,10 +37,10 @@ packages: dependency: "direct main" description: name: app_state - sha256: "8f363b17492dccf720cc70e896a367726171bee8dad047acd8f69f2cc2cf7e9c" + sha256: a0db005a03cb28bfc00e788b9389d22540ac259a860675f02fe9c43ab7c76553 url: "https://pub.dev" source: hosted - version: "0.9.3" + version: "0.9.4" archive: dependency: transitive description: @@ -394,10 +394,10 @@ packages: dependency: "direct dev" description: name: flutter_code_editor - sha256: "5cd0337a24155dcac85d4f5b0cc8fa022ab19785a968a86726cdc62e363ee428" + sha256: d4f94719d3f4dc3f40b0b80c980e3b550069c413542b6c0521bff8267f57eefb url: "https://pub.dev" source: hosted - version: "0.2.23" + version: "0.3.0" flutter_driver: dependency: transitive description: flutter @@ -415,10 +415,10 @@ packages: dependency: transitive description: name: flutter_issue_108697_workaround - sha256: "71401a9196e1e8ed7a6463b8ab8ea6bf8d8cc719783c4be309553d64d8c353ec" + sha256: "4f0ec26fd21b15954fda4acc94922abd2b2c067b5af4629438e270f8b2a2da08" url: "https://pub.dev" source: hosted - version: "0.1.2" + version: "0.1.3" flutter_lints: dependency: "direct dev" description: @@ -1377,4 +1377,4 @@ packages: version: "3.1.2" sdks: dart: ">=3.0.2 <4.0.0" - flutter: ">=3.10.2" + flutter: ">=3.10.4" diff --git a/playground/frontend/pubspec.yaml b/playground/frontend/pubspec.yaml index 02dd49404b96f..066ab4aa6ad77 100644 --- a/playground/frontend/pubspec.yaml +++ b/playground/frontend/pubspec.yaml @@ -22,12 +22,12 @@ version: 1.0.0+1 environment: sdk: '>=3.0.2 <4.0.0' - flutter: '>=3.10.2' + flutter: '>=3.10.4' dependencies: akvelon_flutter_issue_106664_workaround: ^0.1.2 aligned_dialog: ^0.0.6 - app_state: ^0.9.3 + app_state: ^0.9.4 collection: ^1.15.0 easy_localization: ^3.0.1 easy_localization_ext: ^0.1.1 @@ -52,7 +52,7 @@ dependencies: dev_dependencies: build_runner: ^2.1.4 fake_async: ^1.3.0 - flutter_code_editor: ^0.2.23 + flutter_code_editor: ^0.3.0 flutter_lints: ^2.0.1 flutter_test: { sdk: flutter } integration_test: { sdk: flutter } diff --git a/playground/frontend/web/index.html b/playground/frontend/web/index.html index cb7ab5052531a..bed71f2f21e03 100644 --- a/playground/frontend/web/index.html +++ b/playground/frontend/web/index.html @@ -61,8 +61,7 @@ textarea ~ grammarly-extension { display: none; } - - + + +# How to Add an Example/Snippet/Learning Content into Apache Beam Playground + +Adding a new example, code snippet, or Tour of Beam learning unit into the Playground is a three-step process: + +1. Prepare a code snippet. +2. Add the code snippet to Apache Beam and/or Playground. +3. Create a link to view the code snippet in Playground or to embed in a website page. + + +Playground sources and output presentation formats: + +![Workflow](doc/load_your_code/images/workflow.png) + +This guide will walk through all steps. + + +# Table of Contents + +- [Step 1. Prepare a code snippet](#step-1-prepare-a-code-snippet) + * [Code snippet data sources and dependencies](#code-snippet-data-sources-and-dependencies) + * [Emphasizing parts of code](#emphasizing-parts-of-code) + * [Named Sections](#named-sections) +- [Step 2. Add the code snippet to the Apache Beam repo and/or Playground](#step-2-add-the-code-snippet-to-the-apache-beam-repo-andor-playground) + * [Source 1. How to add an example to Playground Examples Catalog](#source-1-how-to-add-an-example-to-playground-examples-catalog) + + [1. Add the file with example to a directory](#1-add-the-file-with-example-to-a-directory) + + [2. Add metadata to describe example](#2-add-metadata-to-describe-the-example) + - [Kafka emulator](#kafka-emulator) + + [3. Submit a PR](#3-submit-a-pr) + + [4. Save the snippet ID](#4-save-the-snippet-id) + * [Source 2. How to add an unlisted example to Playground](#source-2-how-to-add-an-unlisted-example-to-playground) + * [Source 3. How to add a Tour of Beam unit](#source-3-how-to-add-a-tour-of-beam-unit) + * [Source 4. How to add a snippet with the app alone](#source-4-how-to-add-a-snippet-with-the-app-alone) + * [Source 5. How to load code from GitHub or other HTTPS URL](#source-5-how-to-load-code-from-github-or-other-https-url) +- [Step 3. Create a link or embed the snippet](#step-3-create-a-link-or-embed-the-snippet) + * [Link to a snippet](#link-to-a-snippet) + + [Link to an example from the Playground Examples Catalog](#link-to-an-example-from-the-playground-examples-catalog) + + [Link to an unlisted example](#link-to-an-unlisted-example) + + [Link to a snippet from a Tour of Beam unit](#link-to-a-snippet-from-a-tour-of-beam-unit) + + [Link to a user-shared snippet](#link-to-a-user-shared-snippet) + + [Link to a GitHub or HTTPS URL snippet](#link-to-a-github-or-other-https-url-snippet) + + [Link to an empty editor](#link-to-an-empty-editor) + * [Link to multiple snippets](#link-to-multiple-snippets) + * [Embedding a snippet into HTML](#embedding-a-snippet-into-html) + + [Embedding a snippet from Playground Examples Catalog](#embedding-a-snippet-from-playground-examples-catalog) + + [Embedding a user-shared snippet](#embedding-a-user-shared-snippet) + + [Embedding a snippet from other sources](#embedding-a-snippet-from-other-sources) + * [Embedding a snippet into the Apache Beam website](#embedding-a-snippet-into-the-apache-beam-website) +- [Snippet view options](#snippet-view-options) + * [Read-only sections](#read-only-sections) + * [Folding everything except named sections](#folding-everything-except-named-sections) + * [Hiding everything except a named section](#hiding-everything-except-a-named-section) + + +## Step 1. Prepare a code snippet + +Playground runs example code snippets using Apache Beam Direct Runner +and requires that a code snippet is a complete runnable code. + +### Code snippet data sources and dependencies + +Code snippets can use data sources to demonstrate transforms and concepts. Playground restricts code access to Internet for security reasons. Following are the recommend ways for code snippet's data sources and dependecies: + +| Source/Dependency | Notes | +|----------|-----------------------------------------------------------| +| File | Store code snippet's data file in a GCS bucket in `apache-beam-testing` project. | +| BigQuery | Create a BigQuery dataset/table in `apache-beam-testing` project. | +| Python package | Python packages accessible by Playground are located in a [Beam Python SDK container](https://github.com/apache/beam/tree/master/sdks/python/container) and in [Playground Python container](https://github.com/apache/beam/tree/master/playground/backend/containers/python). Add required packages to [Playground Python container](https://github.com/apache/beam/tree/master/playground/backend/containers/python). Please submit pull request with changes to the container or contact [dev@beam.apache.org](mailto:dev@beam.apache.org) | +| GitHub repo | If your example clones or dependes on files in a GitHub repo, copy required files to a GCS bucket in `apache-beam-testing` project and use the GCS files. | + + +### Emphasizing parts of code + +Playground provides multiple features to help focus users on certain parts of the code. + +Playground automatically applies the following to all snippets: +- Folds a comment if a snippet starts with one. +- Folds imports. + +### Named Sections + +Playground supports *Named Sections* to tag code blocks and provide the following view options: +- Fold all blocks except tagged code blocks. + This can be useful to help user focus on specific code blocks and features presented in a snippet. +- Hide all code except tagged code blocks. + This can be useful to create runnable snippets illustrating specific concepts or transforms, + and hide all non-essential code blocks. + Such snippet can be embedded on a website to make examples in documentation and tutorials runnable. +- Make certain code parts read-only. + This feature can be useful to create learning units where user modifications are desired + only in certain parts of the code. + +Please see [Snippet View Options](#snippet-view-options) section for details how different view options can be used. + +If you do not need any of those view options, skip to the [next step](#step-2-add-the-code-snippet-to-the-apache-beam-repo-andor-playground). + +*Named Sections* are defined with the following syntax: + +``` +// [START section_name] +void method() { +... +} +// [END section_name] +``` + +Create a named section for each part of your code that you want the above features for. +To learn more details about the syntax please see +the [README of the editor](https://pub.dev/packages/flutter_code_editor) that Playground uses. + +## Step 2. Add the code snippet to the Apache Beam repo and/or Playground + +There are several types of code snippets in the Playground: + +1. Example — a code snippet displayed in the Playground Examples Catalog. + See [how to add a new example here](#source-1-how-to-add-an-example-to-playground-examples-catalog). +2. Unlisted Example — the same as an example, but is not listed in the example dropdown + and can only be accessed by direct linking. These are typically embedded on a website. + See [how to add a new unlisted example here](#source-2-how-to-add-an-unlisted-example-to-playground). +3. [Tour of Beam](https://github.com/apache/beam/tree/master/learning/tour-of-beam) learning unit. + See [how to add a new Tour of Beam unit here](#source-3-how-to-add-a-tour-of-beam-unit). +4. User-shared code snippets do not require a PR and should be used for code + not displayed on Beam resources. + See [how to add a snippet with the app alone here](#source-4-how-to-add-a-snippet-with-the-app-alone). +5. GitHub or other HTTPS URL sources. + See [how to load a snippet from external GitHub or other HTTPS URL here](#source-5-how-to-load-code-from-github-or-other-https-url). + +See the [workflow above](#how-to-add-an-examplesnippetlearning-content-into-apache-beam-playground) how artifacts map to these sources. + +### Source 1. How to add an example to Playground Examples Catalog + +Playground Examples Catalog helps users discover example snippets +and is the recommended way to add examples. Playground automatically scans, +verifies and deploys example snippets from the directories listed below. + +> **Note:** SCIO examples are stored in a separate repository. To add support for a new SCIO example, please refer to [this section of `TASKS.md`](TASKS.md#obtaining-scio-examples). + +#### 1. Add the file with example to a directory + +Playground Java, Python, and Go examples are automatically picked from these +predefined directories by the `playground_examples_ci.yml` GitHub workflow +after a PR is merged to Beam repo: +- `/examples` +- `/learning/katas` +- `/sdks`. + +Adding Scala example snippets automatically is not supported, +and Scala example snippets can be added to the catalog manually. + +#### 2. Add metadata to describe the example + +Playground relies on metadata comments block to identify and place an example into the database, +which is required for an example to show in the Examples Catalog. +See [this](https://github.com/apache/beam/blob/3e080ff212d8ed7208c8486b515bb73c5d294475/examples/java/src/main/java/org/apache/beam/examples/MinimalWordCount.java#L20-L36) for an example. +Playground automatically removes metadata comments block before storing the example in database, +so the metadata is not visible to end users. The block is in the format of a YAML map: + +```yaml +beam-playground: + # Name of the Beam example that will be displayed in the Playground Examples Catalog. Required. + name: "" + # Description of the Beam example that will be displayed in the Playground Examples Catalog. Required. + description: "" + # Contains information about pipeline options of the Beam example/test/kata. Optional. + pipeline_options: "--name1 value1 --name2 value2" + # The line number to scroll to when the snippet is loaded. + # Note that lines of the metadata block are cut so line numbers after it are shifted. + # Optional, defaults to 1 (the first line). + context_line: 1 + # Categories this example is included into. See below for the supported values. + # Optional, defaults to no categories making the example unlisted. + categories: + - "Combiners" + - "Core Transforms" + # Tags by which this snippet can be found in the Example Catalog. Optional. + tags: + - "numbers" + - "count" + # Helps user to identify example's complexity. Values: BASIC|MEDIUM|ADVANCED. Required. + complexity: BASIC + # Specifies the example to be loaded as default when its SDK selected in the Playground. + # See section "Default examples" below. Optional, defaults to false. + default_example: true + # If the snippet has a Colab notebook, can link the URL of the Colab notebook that is based on this snippet. + url_notebook: "https://colab.research.google.com/github/apache/beam/blob/master/examples/notebooks/documentation/transforms/python/elementwise/filter-py.ipynb" + # Specifies if the given example consists of multiple files or not. Optional, defaults to false. + multifile: true + # Specifies example caching by Playground. Optional, defaults to false (the output is cached). + always_run: true + # Datasets which will be used by emulators. Optional. + # Please see section "Kafka emulator" for more information. + datasets: + # Dataset name + CountWords: + # Dataset location. Only "local" is supported. Required. + location: local + # Dataset format. Supported values are "avro" and "json". Required. + format: avro + # List of emulators to start during pipeline execution. Currently only `kafka` type is supported. Optional. + emulators: + - type: kafka + topic: + # Dataset id. Will be used as a topic name. + id: dataset + # Name of dataset specified in "datasets" section. + source_dataset: "CountWords" +``` + +For metadata reference, see the fields in the `Tag` class [here](infrastructure/models.py). + +##### Categories + +The list of supported categories for an example is +[here](https://github.com/apache/beam/blob/master/playground/categories.yaml). +To add a new category, submit a PR that adds a category to the [categories.yaml](https://github.com/apache/beam/blob/master/playground/categories.yaml). +When it is merged, the new category can be used in an example. + +##### Default examples + +Each SDK must have a single default example. +If there is none, the user will see an error in the app and a blank editor. +If there are more than one, it is not defined which one will be selected. + +##### Kafka emulator + +Examples which require Kafka server emulator need to include the `emulators` tag +and provide `dataset` in the example's tag. You can refer to an example +[here](/examples/java/src/main/java/org/apache/beam/examples/KafkaWordCountJson.java). + +1. Add your dataset in either JSON or Avro format into the `playground/backend/datasets` path. + +2. Add the following elements to the example's metadata tag: + ```YAML + emulators: + - type: kafka + topic: + id: dataset + source_dataset: + datasets: + : + location: local + format: json # or 'avro' + ``` + replace `` with the name of your dataset file without the file name extension. + +3. Use the exact string `"kafka_server:9092"` as the server name in your code snippet. + This string will be replaced by the actual host name and port automatically + before the compilation step by Playground. + +>**Kafka emulator limitations:** +> - Playground Kafka emulator currently supports only Beam Java SDK. +> - The exact string `"kafka_server:9092"` should be present in the code snippet; + any other variation like `"kafa_server" + ":9092"` will not work. + +#### 3. Submit a PR + +Create and submit a PR with the code snippet into [the Apache Beam repository](https://github.com/apache/beam) +following the [Contribution guide](https://beam.apache.org/contribute/). +Verify that all pre-commit tests are passing. + +Playground CI will verify and deploy the example to Playground Example Catalog when the PR is merged. + +#### 4. Save the snippet ID + +The snippet will be assigned an ID. +You can find it in the address bar of the browser when you select it in the dropdown. + +For example, in this URL: + +``` +https://play.beam.apache.org/?path=SDK_JAVA_MinimalWordCount&sdk=java +``` + +the ID is: `SDK_JAVA_MinimalWordCount`. + +You will need the snippet ID to embed the Playground with the snippet into a website page. + +### Source 2. How to add an unlisted example to Playground + +Not all examples must be visible in the example dropdown. +Some examples are best in the context of Apache Beam documentation. +To embed them into the documentation, use unlisted examples. +They work and are checked and cached the same way as the examples displayed in the Playground catalog. + +Proceed the same way as with [Source 1. Playground Examples Catalog](#source-1-how-to-add-an-example-to-playground-examples-catalog) except: +1. Use the directory `/learning/beamdoc` +2. Do not use the following attributes: + - `categories` + - `default_example` + - `tags` + +The ID of the snippet is a function of the SDK and the `name` attribute from its metadata: + +| SDK | ID | +|--------|-----------------| +| Go | SDK_GO_name | +| Java | SDK_JAVA_name | +| Python | SDK_PYTHON_name | + +### Source 3. How to add a Tour of Beam unit + +"Tour of Beam" is a separate project that combines learning materials with runnable snippets +and allows students to track their learning progress. +It uses the Playground engine, and so its content is added in a similar way. + +A Tour of Beam unit consists of learning materials and an optional runnable snippet. +See [the learning content README](../learning/tour-of-beam/learning-content/README.md) on how to add units and link snippets to them. + +#### Adding a snippet + +Tour of Beam snippets are checked and cached the same way as Playground examples. + +Proceed the same way as with [Source 1. Playground Examples Catalog](#source-1-how-to-add-an-example-to-playground-examples-catalog) except: + +1. Use the directory `/learning/tour-of-beam/learning-content`. + It is recommended to follow the directory hierarchy as described in + [the learning content README](../learning/tour-of-beam/learning-content/README.md). +2. Do not use the following attributes: + - `categories` + - `default_example` + - `tags` + +The ID of the snippet is a function of the SDK and the `name` attribute from its metadata: + +| SDK | ID | +|--------|-----------------------------| +| Go | TB_EXAMPLES_SDK_GO_name | +| Java | TB_EXAMPLES_SDK_JAVA_name | +| Python | TB_EXAMPLES_SDK_PYTHON_name | + +For instance, for the Go the example `CSV` it is `TB_EXAMPLES_SDK_GO_CSV`. + +### Source 4. How to add a snippet with the app alone + +A code snippet can be saved to the Playground using **"Share my code"** button in the Playground: + +![Sharing code with the app alone](doc/load_your_code/images/share-my-code.png) + +This is easy and fast. It does not require any interaction with the Beam team. + +>**Share my code** considerations: +> - A user-shared snippet is immutable. + If you edit the code and re-share, a new snippet and a new link will be generated. +> - Playground automatically applies a 3-month retention policy to shared snippets that are not used. + To request a deletion of a snippet, please send an email to + [dev@beam.apache.org](mailto:dev@beam.apache.org?subject=[Playground]%20Delete%20a%20snippet) + with subject: *[Playground] Delete a snippet*. +> - Playground does not cache output or graph for user-shared snippets. +> - Playground does not verify user-shared snippets. + +### Source 5. How to load code from GitHub or another HTTPS URL + +Playground can load a snippet stored on an HTTPS server using the provided URL, +including GitHub direct links to raw file content. + +This is as easy and fast as using *Share my code* button, but also allows you to modify a snippet +after it is published without changing a link. + +>Loading snippet from HTTPS URL considerations: +> - Playground does not cache output or graph for HTTPS URL snippets. +> - Playground does not verify HTTPS URL snippets. + +#### Cross-Origin Resource Sharing + +For Playground to be able to load the snippet over HTTPS, the HTTPS server needs to allow +the access by sending the following header: + +``` +Access-Control-Allow-Origin: * +``` + +at least when requested with `*.beam.apache.org` as +[`referer`](https://developer.mozilla.org/en-US/docs/Web/HTTP/Headers/Referer). + +This is related to Cross-Origin Resource Sharing (CORS), to read more about CORS please see +[CORS (Cross-Origin Resource Sharing)](https://developer.mozilla.org/en-US/docs/Web/HTTP/CORS). + +Many prefer to host code snippets in their GitHub repositories. +GitHub is known to allow cross-origin access on direct links to raw file content. +An example of loading a GitHub snippet: + +``` +https://play.beam.apache.org/?sdk=go&url=https://raw.githubusercontent.com/apache/beam-starter-go/main/main.go +``` + +## Step 3. Create a link or embed the snippet + +The snippet can now be shown in the Playground. +Choose any of the following ways. + +### Link to a snippet + +#### Link to an example from the Playground Examples Catalog + +1. Open your snippet in the dropdown menu. +2. Without changing it, click "Share my code". +3. Copy the link. + +The link contains the `path` to your snippet in the database. It is in the following format: +``` +https://play.beam.apache.org/?path=SDK_JAVA_MinimalWordCount&sdk=java +``` + +A special case is the default snippet for an SDK. It can be loaded by the following link: + +``` +https://play.beam.apache.org/?sdk=python&default=true +``` + +This way if another snippet is ever made default, the links you shared will lead +to the new snippet. + +#### Link to an unlisted example + +Link to an unlisted example can be constructed by providing your snippet ID and SDK in the following URL: +``` +https://play.beam.apache.org/?path=&sdk= +``` + +The ID of the snippet is a function of the SDK and the `name` attribute from its metadata: + +| SDK | ID | +|--------|-----------------| +| Go | SDK_GO_name | +| Java | SDK_JAVA_name | +| Python | SDK_PYTHON_name | + +#### Link to a snippet from a Tour of Beam unit + +Link to a snippet can be constructed by providing your snippet ID and SDK in the following URL: +``` +https://play.beam.apache.org/?path=&sdk= +``` + +The ID of the snippet is a function of the SDK and the `name` attribute from its metadata: + +| SDK | ID | +|--------|-----------------------------| +| Go | TB_EXAMPLES_SDK_GO_name | +| Java | TB_EXAMPLES_SDK_JAVA_name | +| Python | TB_EXAMPLES_SDK_PYTHON_name | + +For instance, for the Go the example `CSV` it is `TB_EXAMPLES_SDK_GO_CSV`, and the link is +``` +https://play.beam.apache.org/?path=TB_EXAMPLES_SDK_GO_CSV&sdk=go +``` + +#### Link to a user-shared snippet + +You get the link when you click "Share my code" button. It is in the following format: + +``` +https://play.beam.apache.org/?sdk=java&shared=SNIPPET_ID +``` + +#### Link to a GitHub or other HTTPS URL snippet + +Add the URL to the `url` parameter, for example: + +``` +https://play.beam.apache.org/?sdk=go&url=https://raw.githubusercontent.com/apache/beam-starter-go/main/main.go +``` + +#### Link to an empty editor + +You can link to an empty editor to make your users start their snippets from scratch: + +``` +https://play.beam.apache.org/?sdk=go&empty=true +``` + +### Link to multiple snippets + +The above URLs load snippets that you want. But what happens if the user switches SDK? Normally this will be shown: +- The catalog default example for the new SDK. +- The empty editor for the new SDK if the Playground is embedded. + +This can be changed by linking to multiple examples, up to one per SDK. + +For this purpose, make a JSON array with any combination of parameters that +are allowed for loading single examples, for instance: + +```json +[ + { + "sdk": "java", + "path": "SDK_JAVA_AggregationMax" + }, + { + "sdk": "go", + "url": "https://raw.githubusercontent.com/apache/beam-starter-go/main/main.go" + } +] +``` + +Then pass it in`examples` query parameter like this: + +`https://play.beam.apache.org/?sdk=go&examples=[{"sdk":"java","path":"SDK_JAVA_AggregationMax"},{"sdk":"go","url":"https://raw.githubusercontent.com/apache/beam-starter-go/main/main.go"}]` + +This starts with the Go example loaded from the URL. +If SDK is then switched to Java, the `AggregationMax` catalog example is loaded for it. +If SDK is switched to any other one, the default example for that SDK is loaded, because no override was provided. + + +### Embedding a snippet into HTML + +Embedded Playground is a simplified interface of the Playground web app designed to be embedded +into an ` +

+ +{{< case_study_feedback "HSBC" >}} + + +
diff --git a/website/www/site/content/en/case-studies/projectShield.md b/website/www/site/content/en/case-studies/projectShield.md new file mode 100644 index 0000000000000..eadac63d8d8a0 --- /dev/null +++ b/website/www/site/content/en/case-studies/projectShield.md @@ -0,0 +1,231 @@ +--- +title: "Efficient Streaming Analytics: Making the Web a Safer Place with Project Shield" +name: "Project Shield" +icon: "/images/logos/powered-by/project_shield.png" +category: "study" +cardTitle: "Efficient Streaming Analytics: Making the Web a Safer Place with Project Shield" +cardDescription: "Project Shield defends the websites of over 3K vulnerable organizations in >150 countries against DDoS attacks with the mission of protecting freedom of speech. The Apache Beam streaming pipelines process about 3 TB of log data daily at >10,000 queries per second. The pipelines produce real-time user-facing analytics, tailored traffic rate limits, and defense recommendations. Apache Beam enabled the delivery of critical metrics at scale with a ~2x efficiency gain. This data supported Project Shield’s goal of eliminating the DDoS attack as a weapon for silencing the voices of journalists and others who speak the truth. Ultimately, Project Shield’s goal is to make the web a safer place." +authorName: "Marc Howard" +coauthorName: "Chad Hansen" +authorPosition: "Founding Engineer @ Project Shield" +coauthorPosition: "Founding Engineer @ Project Shield" +authorImg: /images/case-study/projectShield/marc_howard.jpg +coauthorImg: /images/case-study/projectShield/chad_hansen.png +publishDate: 2023-06-08T00:12:00+00:00 +--- + +
+
+ +
+
+

+ “Apache Beam supports our mission to make the web a safer and better place by providing near-real-time visibility into traffic data for our customers, providing ongoing analysis and adjustments to our defenses, and neutralizing the impact of traffic spikes during DDoS attacks on the performance and efficiency of our platform.” +

+
+
+ +
+
+
+ Marc Howard +
+
+ Founding Engineer @ Project Shield +
+
+
+
+
+
+ +# Efficient Streaming Analytics: Making the Web a Safer Place with Project Shield + +## Background + +[Project Shield](https://projectshield.withgoogle.com/landing), offered by [Google Cloud](https://cloud.google.com/) and [Jigsaw](https://jigsaw.google.com/) (a subsidiary of Google), is a service that counters [distributed-denial-of-service](https://en.wikipedia.org/wiki/Distributed-denial-of-service) (DDoS) attacks. Project Shield is available free of charge to eligible websites that have media, elections, and human rights related content. [Founded in 2013](https://www.forbes.com/sites/andygreenberg/2013/10/21/googles-project-shield-will-offer-free-cyberattack-protection-to-hundreds-of-at-risk-sites/), Project Shield’s mission is to protect freedom of speech and to make sure that, when people have access to democracy-related information, the information isn’t compromised, censored, or silenced in a politically-motivated way. + +In the first half of 2022, Project Shield defended websites of vulnerable users - such as human rights, news, and civil society organizations or governments under exigent circumstances - [against more than 25,000 attacks](https://cloud.google.com/blog/products/identity-security/ddos-attack-trends-during-us-midterm-elections). Notably, Project Shield helped ensure [unhindered access to election-related information during the U.S. 2022 midterm election season](https://cloud.google.com/blog/products/identity-security/ddos-attack-trends-during-us-midterm-elections). It also [enables Ukrainian critical infrastructure and media websites to defend against non-stop attacks](https://cio.economictimes.indiatimes.com/news/internet/google-expands-project-shield-to-protect-govts-from-hacking/90072091) and to continue providing crucial services and information during the invasion of Ukraine. + +Marc Howard and Chad Hansen, the co-founding engineers, explain how Project Shield uses Apache Beam to deliver some of their core value. The streaming Apache Beam pipelines process about 3 TB of log data daily at significantly over 10,000 queries per second. These pipelines enable multiple product needs. For example, Apache Beam produces real-time analytics and critical metrics for [over 3000 customer websites in 150 countries](https://www.washingtonpost.com/opinions/2022/06/21/russia-ukraine-cyberwar-intelligence-agencies-tech-companies/). These metrics power long-term attack analytics at scale, fine-tuning Project Shield’s defenses and supporting them in the effort of making the web a safe and free space. + +## Journey To Beam + +The Project Shield platform is built using Google Cloud technologies and provides multi-layered defenses. To absorb part of the traffic and keep websites online even if their servers are down, it uses [Cloud CDN](https://cloud.google.com/cdn) for [caching](https://en.wikipedia.org/wiki/Cache_(computing)). To protect websites from DDoS and other malicious attacks, it leverages [Cloud Armor](https://cloud.google.com/armor) features, such as adaptive protection, rate limiting, and bot management. + +Project Shield acts as a [reverse proxy](https://en.wikipedia.org/wiki/Reverse_proxy): it receives traffic requests on a website’s behalf, absorbs traffic through caching, filters harmful traffic, bans attackers, and then sends safe traffic to a website’s origin server. This configuration allows websites to stay up and running when someone tries to take them down with a DDoS attack. The challenge is that, with a large portion of traffic blocked, the logs on customers’ origin servers no longer have accurate analytics about website traffic. Instead, customers rely on Project Shield to provide all of the traffic analytics. + +
+ + Project Shield Mechanism + + Project Shield Mechanism +
+ +Originally, Project Shield stored traffic logs in [BigQuery](https://cloud.google.com/bigquery). It used one large query to produce analytics and charts with different traffic metrics, such as the amount of traffic, QPS, the share of cached traffic, and the attack data. However, querying all of the logs, especially with dramatic spikes in traffic, was slow and expensive. + +
+

+ Often people want to know traffic metrics during critical times: if their website is under attack: they want to see what's happening right now. We need the data points to appear on the UI fast. +

+
+
+ +
+
+
+ Marc Howard +
+
+ Founding Engineer @ Project Shield +
+
+
+
+ +Project Shield’s team then added [Firestore](https://firebase.google.com/docs/firestore) as an intermediate step, running a [cron](https://en.wikipedia.org/wiki/Cron) every minute to query logs from BigQuery and write the interim reports to Firestore, then using these reports to build charts. This step improved performance slightly, but the gain was not sufficient to meet critical business timelines, and it didn’t provide adequate visibility into historical traffic for customers. + +Unlike BigQuery, Firestore was designed for medium-sized workloads. Therefore, it wasn’t possible to fetch many models at the same time to provide customers with cumulative statistics for extended time frames. Querying the logs every minute was inefficient from a cost perspective. In addition, some of the logs were coming to BigQuery with a delay, and it was necessary to run the cron again in 24 hours to double-check for the late-coming logs. + +
+

+ Querying over all of our traffic logs every minute is very expensive, especially when you consider that we are a DDoS defense service - the number of logs that we see can often spike dramatically. +

+
+
+ +
+
+
+ Marc Howard +
+
+ Founding Engineer @ Project Shield +
+
+
+
+ +Project Shield’s team looked for a data processing framework that would minimize end-to-end latency, meet their scaling needs for better customer visibility, and ensure cost efficiency. + +They selected Apache Beam for its [strong processing guarantees](/documentation/runtime/model/), streaming capabilities, and out-of-the-box [I/Os](/documentation/io/connectors/) for BigQuery and Pub/Sub. By pairing Apache Beam with the [Dataflow runner](/documentation/runners/dataflow/), they also benefited from built-in autoscaling. In addition, the [Apache Beam Python SDK](/documentation/sdks/python/) lets you use Python across the board and simplifies reading data model types that have to be the same on the backend that consumes them and on the pipeline that writes them. + +## Use Cases + +Project Shield became one of the early adopters of Apache Beam and migrated their workflows to streaming Apache Beam pipelines in 2020. Currently, Apache Beam powers multiple product needs with multiple streaming pipelines. + +The unified streaming pipeline that produces user-facing analytics reads the logs from Pub/Sub while they arrive from Cloud Logging, windows logs per minute every minute, splits by the hostname of the request, generates reports, and writes the reports to BigQuery. The pipeline aggregates log data, removes [Personally Identifiable Information](https://en.wikipedia.org/wiki/Personal_data) (PII) without using a [DLP](https://en.wikipedia.org/wiki/Data_loss_prevention_software), and allows for storing the data in BigQuery for a longer period while meeting the regulatory requirements. [CombineFn](/documentation/transforms/python/aggregation/combineperkey/#example-5-combining-with-a-combinefn) allows Project Shield’s team to create a custom accumulator that takes the key into account when keying log data off the hostname and minute, [combining the log data per key](/documentation/programming-guide/#combine). If logs come in late, Apache Beam creates a new report and aggregates several reports per hostname per minute. + +
+

+ The fact that we can just key data, use CombinePerKey, and the accumulator works like magic was a big win for us +

+
+
+ +
+
+
+ Marc Howard +
+
+ Founding Engineer @ Project Shield +
+
+
+
+ +The Apache Beam log processing pipeline provides Project Shield with the ability to query only the relevant reports, thus enabling Project Shield to load the data to the customer dashboard within just 2 minutes. The pipeline also provides enhanced visibility for Project Shield’s customers, because the queried reports are much smaller in size and easier to store than the traffic logs. + +
+

+ The end-to-end pipeline latency was very meaningful to us, and the Apache Beam streaming allowed for displaying all the traffic metrics on charts within 2 minutes, but also to look back on days, weeks, or months of data and show graphs on a scalable timeframe to customers. +

+
+
+ +
+
+
+ Chad Hansen +
+
+ Founding Engineer @ Project Shield +
+
+
+
+ +Project Shield extended the streaming Apache Beam log processing pipeline to generate a different type of report based on the logs and requests during attacks. The Apache Beam pipeline analyzes attacks and generates critical defense recommendations. These recommendations are then used by the internal long-term attack analysis system to fine-tune Project Shield’s defenses. + +Apache Beam also powers Project Shield’s traffic rate-limiting decisions by analyzing patterns in the traffic logs. The streaming Apache Beam pipeline gathers information about the legitimate usage of a website, excludes abusive traffic from that analysis, and crafts traffic rate limits that divide the two groups safely. Those limits are then enforced in the form of Cloud Armor rules and policies and used to restrict abusive traffic or to ban it entirely. + +
+ + Apache Beam Streaming Log Analytics + + Apache Beam Streaming Log Analytics +
+ +The combination of Apache Beam and Cloud Dataflow greatly simplifies Project Shield’s operational management of streaming pipelines. Apache Beam provides easy-to-use streaming primitives, while Dataflow enables [out-of-the-box pipeline lifecycle management](https://cloud.google.com/dataflow/docs/pipeline-lifecycle) and compliments Pub/Sub’s delivery model with [message deduplication and exactly-once, in-order processing](https://www.cloudskillsboost.google/focuses/18457?parent=catalog). The Apache Beam [Pub/Sub I/O](https://beam.apache.org/releases/pydoc/current/apache_beam.io.gcp.pubsub.html) provides the ability to key log data off Pub/Sub event timestamps. This feature enables Project Shield to improve the overall data accuracy by windowing log data after all the relevant logs come in. [Various options for managing the pipeline lifecycle](https://cloud.google.com/dataflow/docs/guides/pipeline-workflows#update-streaming-pipelines-prod) allow Project Shield to employ simple and reliable deployment processes. The Apache Beam Dataflow runner’s [autoscaling and managed service capabilities](https://cloud.google.com/dataflow/docs/horizontal-autoscaling) help handle dramatic spikes in resource consumption during DDoS attacks and provide instant visibility for customers. + +
+

+ When attacks come in, we are ready to handle high volumes of traffic and deliver on-time metrics during critical windows with Apache Beam. +

+
+
+ +
+
+
+ Chad Hansen +
+
+ Founding Engineer @ Project Shield +
+
+
+
+ +## Results + +The adoption of Apache Beam enabled Project Shield to embrace streaming, scale its pipelines, maximize efficiency, and minimize latency. The streaming Apache Beam pipelines process about 3 TB of log data daily at significantly over 10,000 queries per second to produce user-facing analytics, tailored traffic rate limits, and defense recommendations for over 3K customers all over the world. The streaming processing and powerful transforms of Apache Beam ensure delivery of critical metrics within just 2 minutes, enabling customer visibility into historical traffic, and resulting in a 91% compute efficiency gain, compared to the original solution. + +
+

+ The Apache Beam model and the autoscaling capabilities of its Dataflow runner help prevent the spikes in traffic during DDoS attacks from having a meaningful impact on our platform from an efficiency and financial perspective. +

+
+
+ +
+
+
+ Marc Howard +
+
+ Founding Engineer @ Project Shield +
+
+
+
+ +The Apache Beam data processing framework supports Project Shield’s goal to eliminate the DDoS attack as a weapon for silencing the voices of journalists and others who speak the truth, making the web a safer place. + +{{< case_study_feedback "Project Shield" >}} + +
+
diff --git a/website/www/site/content/en/contribute/get-started-contributing.md b/website/www/site/content/en/contribute/get-started-contributing.md index 1e20e876258f7..7d4b9193ff052 100644 --- a/website/www/site/content/en/contribute/get-started-contributing.md +++ b/website/www/site/content/en/contribute/get-started-contributing.md @@ -157,7 +157,7 @@ To install these in a Debian-based distribution: 4. Once Go is installed, install goavro: ``` $ export GOPATH=`pwd`/sdks/go/examples/.gogradle/project_gopath - $ go get github.com/linkedin/goavro + $ go get github.com/linkedin/goavro/v2 ``` **Important**: gLinux users should configure their machines for sudoless Docker. diff --git a/website/www/site/content/en/contribute/release-guide.md b/website/www/site/content/en/contribute/release-guide.md index 48ac902fe8350..3b0a0cb2c9a4c 100644 --- a/website/www/site/content/en/contribute/release-guide.md +++ b/website/www/site/content/en/contribute/release-guide.md @@ -94,7 +94,7 @@ Please have these credentials ready at hand, you will likely need to enter them * Apache ID and Password; * GitHub ID and Password. * DockerHub ID and Password. (You should be a member of maintainer team; email at dev@ if you are not.) - +* Account to access to apache-beam-testing Google Cloud Platform project. The account must have permissions to start Cloud Build triggers. Required for Playground environment update. (E-mail to pabloem@google.com to request access) ### One-time setup instructions @@ -167,7 +167,7 @@ Configure access to the [Apache Nexus repository](https://repository.apache.org/ -#### Submit your GPG public key into MIT PGP Public Key Server +#### Submit your GPG public key into Ubuntu OpenPGP Key Server In order to make yourself have right permission to stage java artifacts in Apache Nexus staging repository, please submit your GPG public key into the [Ubuntu OpenPGP Key Server](https://keyserver.ubuntu.com/). @@ -200,7 +200,7 @@ You also need to be a maintainer (or an owner) of the [apache-beam](https://pypi Ask on the mailing list for assistance. #### Login to DockerHub -If you are a member of the [`beammaintainers` DockerHub team](https://hub.docker.com/orgs/apache/teams/beammaintainers), run following command manually. +If you are a member of the [`beam` DockerHub team](https://hub.docker.com/orgs/apache/teams/beam), run following command manually. It will ask you to input your DockerHub ID and password if authorization info cannot be found from ~/.docker/config.json file. ``` @@ -215,7 +215,7 @@ For example, } ``` -If you are not already a member of the `beammaintainers` team, please email `dev@` for help with any DockerHub related tasks. We are not able +If you are not already a member of the `beam` team, please email `dev@` for help with any DockerHub related tasks. We are not able to add more members to the DockerHub team because [the ASF has a limited number of seats available](https://infra.apache.org/docker-hub-policy.html). ### Create a new milestone in GitHub @@ -318,7 +318,7 @@ There are 2 ways to perform this verification, either running automation script( ``` cd beam/release/src/main/scripts && ./verify_release_build.sh ``` - 1. Trigger `beam_Release_Gradle_Build` and all Jenkins PostCommit jobs from the PR created by the previous step. + 1. Trigger all Jenkins PostCommit jobs from the PR created by the previous step. You can run [mass_comment.py](https://github.com/apache/beam/blob/master/release/src/main/scripts/mass_comment.py) to do that. Or manually add one trigger phrase per PR comment. See [jenkins_jobs.txt](https://github.com/apache/beam/blob/master/release/src/main/scripts/jenkins_jobs.txt) @@ -328,9 +328,6 @@ There are 2 ways to perform this verification, either running automation script( 1. Installs ```hub``` with your agreement and setup local git repo; 1. Create a test PR against release branch; -The [`beam_Release_Gradle_Build`](https://ci-beam.apache.org/job/beam_Release_Gradle_Build/) Jenkins job runs `./gradlew build -PisRelease`. -This only verifies that everything builds with unit tests passing. - #### Verify the build succeeds * Tasks you need to do manually to __verify the build succeed__: @@ -522,6 +519,7 @@ You don't need to wait for the action to complete to start running the script. * **The script will:** 1. Clone the repo at the selected RC tag. 1. Run gradle publish to push java artifacts into Maven staging repo. + 1. Stage SDK docker images to [docker hub Apache organization](https://hub.docker.com/search?q=apache%2Fbeam&type=image). #### Tasks you need to do manually @@ -548,10 +546,12 @@ You don't need to wait for the action to complete to start running the script. * **The script will:** 1. Clone the repo at the selected RC tag. 1. Stage source release into dist.apache.org dev [repo](https://dist.apache.org/repos/dist/dev/beam/). +Skip this step if you already did it with the build_release_candidate GitHub Actions workflow. 1. Stage, sign and hash python source distribution and wheels into dist.apache.org dev repo python dir 1. Stage SDK docker images to [docker hub Apache organization](https://hub.docker.com/search?q=apache%2Fbeam&type=image). -Note: if you are not a member of the [`beammaintainers` DockerHub team](https://hub.docker.com/orgs/apache/teams/beammaintainers) you will need -help with this step. Please email `dev@` and ask a member of the `beammaintainers` DockerHub team for help. +Skip this step if you already did it with the build_release_candidate GitHub Actions workflow. +Note: if you are not a member of the [`beam` DockerHub team](https://hub.docker.com/orgs/apache/teams/beam) you will need +help with this step. Please email `dev@` and ask a member of the `beam` DockerHub team for help. 1. Create a PR to update beam-site, changes includes: * Copy python doc into beam-site * Copy java doc into beam-site @@ -1148,8 +1148,8 @@ All wheels should be published, in addition to the zip of the release source. ### Deploy docker images to DockerHub -Note: if you are not a member of the [beammaintainers DockerHub team](https://hub.docker.com/orgs/apache/teams/beammaintainers), -you will need help with this step. Please email dev@ and ask a member of the beammaintainers DockerHub team for help. +Note: if you are not a member of the [beam DockerHub team](https://hub.docker.com/orgs/apache/teams/beam), +you will need help with this step. Please email dev@ and ask a member of the beam DockerHub team for help. * **Script:** [publish_docker_images.sh](https://github.com/apache/beam/blob/master/release/src/main/scripts/publish_docker_images.sh) * **Usage** @@ -1178,6 +1178,13 @@ Create and push a new signed tag for the released version by copying the tag for gpg --output ~/doc.sig --sign ~/.bashrc VERSION_TAG="v${RELEASE_VERSION}" +RC_TAG="${VERSION_TAG}-RC${RC_NUM}" + +# Ensure local tags are in sync. If there's a mismatch, it will tell you. +git fetch --all --tags + +# If the tag exists, a commit number is produced, otherwise there's an error. +git rev-list $RC_TAG -n 1 # Tag for Go SDK git tag -s "sdks/$VERSION_TAG" "$RC_TAG" @@ -1263,6 +1270,45 @@ Also, update [the Wikipedia article on Apache Beam](https://en.wikipedia.org/wik ********** +## 13. Update Beam Playground + +After new Beam Release is published, Beam Playgorund can be updated following the steps below: + +1. Open the [Cloud Build triggers in apache-beam-testing](https://console.cloud.google.com/cloud-build/triggers?project=apache-beam-testing) GCP project. +1. Find the trigger "Deploy-Update-Playground-environment-stg": + 1. Click on the trigger name to open its settings + 1. Change the value for _SDK_TAG variable (Advanced -> Substitution Variables) to the actual version of Beam SDK (e.g. 2.47.0) + 1. Click the Save button. The settings window should close without any errors + 1. Click the RUN button next to the trigger name + 1. Set the value for the _CONTAINER_TAG variable in format DD-MM-vXX (DD - day, MM - month, XX - version, e.g., 20-12-v01) + 1. Click the Run Trigger button + 1. Open the [Trigger History](https://console.cloud.google.com/cloud-build/builds?project=apache-beam-testing) and wait for the job completion. Ensure that the job completed successfully (Status field shows a green tick) +1. Find the trigger "Playground-CD-stable-manual-stg": + 1. Click the RUN button next to the trigger name + 1. Click the Run Trigger button (with default varaible vaues) + 1. Open the [Trigger History](https://console.cloud.google.com/cloud-build/builds?project=apache-beam-testing) and wait for the job completion. Ensure that the job completed successfully (Status field shows a green tick) + 1. Click the RUN button next to the trigger name + 1. Change values for the variables: + * _ORIGIN = PG_BEAMDOC + * _SUBDIRS = ./learning/beamdoc + 1. Click the Run Trigger button + 1. Open the [Trigger History](https://console.cloud.google.com/cloud-build/builds?project=apache-beam-testing) and wait for the job completion. Ensure that the job completed successfully (Status field shows a green tick) +1. Test updated [staging Playground](https://play-dev.beam.apache.org/) in a browser + 1. Open the menu (represented by '...' in the right top corner) and click on Versions. Validate that commit is the same for all listed containers, and the hash belongs to a [recent master branch commit](https://github.com/apache/beam/commits/master) + 1. For each of the supported SDKs (Java, Python, Go, SCIO): + * Switch to the SDK + * Make any changes to the loaded default example + * Click the Run button + * Wait for successful completion + * Click "Share My Code" to ensure that the link is generated +1. Repeat the same steps for "Deploy-Update-Playground-environment-prod" trigger as for "Deploy-Update-Playground-environment-stg" trigger +1. Repeat the same steps for "Playground-CD-stable-manual-prod" trigger as for "Playground-CD-stable-manual-stg" trigger +1. Test updated [prod Playground](https://play.beam.apache.org/) in a browser. The process is similar to the staging environment. +1. Find the trigger "Playground-CI-stable" + 1. Click on the trigger name to open its settings + 1. Set the value for the _BEAM_VERSION variable (Advanced -> Substitution Variables) to the actual version of Beam SDK (e.g., 2.47.0) + 1. Click the Save button. Click the Save button. The settings window should close without any errors + ## Improve the process It is important that we improve the release processes over time. diff --git a/website/www/site/content/en/documentation/io/built-in/google-bigquery.md b/website/www/site/content/en/documentation/io/built-in/google-bigquery.md index 61ff8c74e6dc2..24314dc118007 100644 --- a/website/www/site/content/en/documentation/io/built-in/google-bigquery.md +++ b/website/www/site/content/en/documentation/io/built-in/google-bigquery.md @@ -363,7 +363,7 @@ GitHub](https://github.com/apache/beam/blob/master/examples/java/src/main/java/o {{< /highlight >}} {{< highlight py >}} -# The SDK for Python does not support the BigQuery Storage API. +{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets.py" model_bigqueryio_read_table_with_storage_api >}} {{< /highlight >}} The following code snippet reads with a query string. @@ -779,6 +779,17 @@ Starting with version 2.36.0 of the Beam SDK for Java, you can use the [BigQuery Storage Write API](https://cloud.google.com/bigquery/docs/write-api) from the BigQueryIO connector. +Also after version 2.47.0 of Beam SDK for Python, SDK supports BigQuery Storage Write API. + +{{< paragraph class="language-py" >}} +BigQuery Storage Write API for Python SDK currently has some limitations on supported data types. As this method makes use of cross-language transforms, we are limited to the types supported at the cross-language boundary. For example, `apache_beam.utils.timestamp.Timestamp` is needed to write a `TIMESTAMP` BigQuery type. Also, some types (e.g. `DATETIME`) are not supported yet. For more details, please refer to the [full type mapping](https://github.com/apache/beam/blob/0b430748cdd2e25edc553747ce018195e9cce888/sdks/python/apache_beam/io/gcp/bigquery_tools.py#L112-L123). +{{< /paragraph >}} + +{{< paragraph class="language-py" >}} +**Note:** If you want to run WriteToBigQuery with Storage Write API from the source code, you need to run `./gradlew :sdks:java:io:google-cloud-platform:expansion-service:build` to build the expansion-service jar. If you are running from a released Beam SDK, the jar will already be included. + +{{< /paragraph >}} + #### Exactly-once semantics To write to BigQuery using the Storage Write API, set `withMethod` to @@ -795,7 +806,7 @@ BigQueryIO.writeTableRows() ); {{< /highlight >}} {{< highlight py >}} -# The SDK for Python does not support the BigQuery Storage API. +{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets.py" model_bigqueryio_write_with_storage_write_api >}} {{< /highlight >}} If you want to change the behavior of BigQueryIO so that all the BigQuery sinks @@ -820,7 +831,7 @@ TableSchema schema = new TableSchema().setFields( .setMode("REQUIRED"))); {{< /highlight >}} {{< highlight py >}} -# The SDK for Python does not support the BigQuery Storage API. +{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets.py" model_bigqueryio_write_schema >}} {{< /highlight >}} For streaming pipelines, you need to set two additional parameters: the number @@ -834,7 +845,7 @@ BigQueryIO.writeTableRows() ); {{< /highlight >}} {{< highlight py >}} -# The SDK for Python does not support the BigQuery Storage API. +{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets.py" model_bigqueryio_storage_write_api_with_frequency >}} {{< /highlight >}} The number of streams defines the parallelism of the BigQueryIO Write transform @@ -859,9 +870,14 @@ the BigQuery service, so you should use only as many streams as needed for your use case. Triggering frequency in single-digit seconds is a good choice for most pipelines. -Currently, `STORAGE_WRITE_API` doesn’t support -[`withAutoSharding`](https://beam.apache.org/releases/javadoc/current/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIO.Write.html#withAutoSharding--). -The method will be supported in a future release. +{{< paragraph class="language-java" wrap="span">}} +Similar to streaming inserts, `STORAGE_WRITE_API` supports dynamically determining +the number of parallel streams to write to BigQuery (starting 2.42.0). You can +explicitly enable this using [`withAutoSharding`](https://beam.apache.org/releases/javadoc/current/org/apache/beam/sdk/io/gcp/bigquery/BigQueryIO.Write.html#withAutoSharding--). + +***Note:*** `STORAGE_WRITE_API` will default to dynamic sharding when +`numStorageWriteApiStreams` is set to 0 or is unspecified. +{{< /paragraph >}} When using `STORAGE_WRITE_API`, the PCollection returned by [`WriteResult.getFailedInserts`](https://beam.apache.org/releases/javadoc/current/org/apache/beam/sdk/io/gcp/bigquery/WriteResult.html#getFailedInserts--) diff --git a/website/www/site/content/en/documentation/io/connectors.md b/website/www/site/content/en/documentation/io/connectors.md index 83c53f165b512..a1f458377afd5 100644 --- a/website/www/site/content/en/documentation/io/connectors.md +++ b/website/www/site/content/en/documentation/io/connectors.md @@ -554,7 +554,10 @@ This table provides a consolidated, at-a-glance overview of the available built- 		✔ - native + native (sink) +
+ ✔ + via X-language 		Not available Not available
- + - - - - - - - + + + - - + + + - - + + + - - + + - - - - - - - - - - - - - - - - - - - - - - - + + - - - - - - - - - - - - - - - - - - + + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + - - - - - - - - - - + + - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + - +
Beam Version Flink Version Artifact IdSupported Beam Versions
≥ 2.38.01.14.x *beam-runners-flink-1.14
1.13.x *beam-runners-flink-1.131.16.xbeam-runners-flink-1.16≥ 2.47.0
1.12.x *beam-runners-flink-1.121.15.xbeam-runners-flink-1.15≥ 2.40.0
1.11.x *beam-runners-flink-1.111.14.xbeam-runners-flink-1.14≥ 2.38.0
2.31.0 - 2.37.01.13.x *1.13.x beam-runners-flink-1.13≥ 2.31.0
1.12.x *beam-runners-flink-1.12
1.11.x *beam-runners-flink-1.11
2.30.01.12.x *beam-runners-flink-1.12
1.11.x *beam-runners-flink-1.11
1.10.xbeam-runners-flink-1.10
2.27.0 - 2.29.01.12.x *1.12.x beam-runners-flink-1.12≥ 2.27.0
1.11.x *beam-runners-flink-1.11
1.10.xbeam-runners-flink-1.10
1.9.xbeam-runners-flink-1.9
1.8.xbeam-runners-flink-1.8
2.25.0 - 2.26.01.11.x *1.11.x beam-runners-flink-1.112.25.0 - 2.38.0
1.10.x beam-runners-flink-1.102.21.0 - 2.30.0
1.9.x beam-runners-flink-1.92.17.0 - 2.29.0
1.8.x beam-runners-flink-1.8
2.21.0 - 2.24.01.10.xbeam-runners-flink-1.10
1.9.xbeam-runners-flink-1.9
1.8.xbeam-runners-flink-1.8
2.17.0 - 2.20.01.9.xbeam-runners-flink-1.9
1.8.xbeam-runners-flink-1.8
1.7.xbeam-runners-flink-1.7
2.13.0 - 2.16.01.8.xbeam-runners-flink-1.82.13.0 - 2.29.0
1.7.x beam-runners-flink-1.72.10.0 - 2.20.0
1.6.x beam-runners-flink-1.62.10.0 - 2.16.0
1.5.x beam-runners-flink_2.112.6.0 - 2.16.0
2.10.0 - 2.16.01.7.xbeam-runners-flink-1.7
1.6.xbeam-runners-flink-1.6
1.5.x1.4.x with Scala 2.11 beam-runners-flink_2.112.3.0 - 2.5.0
2.9.01.5.xbeam-runners-flink_2.11
2.8.0
2.7.0
2.6.0
2.5.01.4.x with Scala 2.11beam-runners-flink_2.11
2.4.0
2.3.0
2.2.01.3.x with Scala 2.10beam-runners-flink_2.10
2.1.x1.3.x with Scala 2.10beam-runners-flink_2.102.1.x - 2.2.0
2.0.0 1.2.x with Scala 2.10 beam-runners-flink_2.102.0.0
-* This version does not have a published docker image for the Flink Job Service. - For retrieving the right Flink version, see the [Flink downloads page](https://flink.apache.org/downloads.html). For more information, the [Flink Documentation](https://ci.apache.org/projects/flink/flink-docs-stable/) can be helpful. diff --git a/website/www/site/content/en/documentation/runners/spark.md b/website/www/site/content/en/documentation/runners/spark.md index 3b166c077e0cd..0b3075061e447 100644 --- a/website/www/site/content/en/documentation/runners/spark.md +++ b/website/www/site/content/en/documentation/runners/spark.md @@ -215,7 +215,7 @@ options = PipelineOptions([ "--job_endpoint=localhost:8099", "--environment_type=LOOPBACK" ]) -with beam.Pipeline(options) as p: +with beam.Pipeline(options=options) as p: ... {{< /highlight >}} diff --git a/website/www/site/content/en/documentation/runtime/environments.md b/website/www/site/content/en/documentation/runtime/environments.md index 78c7dc32a49d3..554d471da98ec 100644 --- a/website/www/site/content/en/documentation/runtime/environments.md +++ b/website/www/site/content/en/documentation/runtime/environments.md @@ -115,10 +115,10 @@ This method requires building image artifacts from Beam source. For additional i ./gradlew :sdks:java:container:java17:docker ./gradlew :sdks:go:container:docker ./gradlew :sdks:python:container:py36:docker - ./gradlew :sdks:python:container:py37:docker ./gradlew :sdks:python:container:py38:docker ./gradlew :sdks:python:container:py39:docker ./gradlew :sdks:python:container:py310:docker + ./gradlew :sdks:python:container:py311:docker # Shortcut for building all Python SDKs ./gradlew :sdks:python:container buildAll diff --git a/website/www/site/content/en/documentation/transforms/java/aggregation/approximatequantiles.md b/website/www/site/content/en/documentation/transforms/java/aggregation/approximatequantiles.md index 3f543a8dea097..fdcb741c5343f 100644 --- a/website/www/site/content/en/documentation/transforms/java/aggregation/approximatequantiles.md +++ b/website/www/site/content/en/documentation/transforms/java/aggregation/approximatequantiles.md @@ -30,11 +30,16 @@ globally or per-key. Using an approximation algorithm, it returns the minimum value, *n-2* intermediate values, and the maximum value. ## Examples + **Example**: to compute the quartiles of a `PCollection` of integers, we would use `ApproximateQuantiles.globally(5)`. This will produce a list containing 5 values: the minimum value, Quartile 1 value, Quartile 2 value, Quartile 3 value, and the maximum value. +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_ApproximateQuantiles" show="main_section" >}} +{{< /playground >}} + ## Related transforms * [ApproximateUnique](/documentation/transforms/java/aggregation/approximateunique) estimates the number of distinct elements or distinct values in key-value pairs diff --git a/website/www/site/content/en/documentation/transforms/java/aggregation/cogroupbykey.md b/website/www/site/content/en/documentation/transforms/java/aggregation/cogroupbykey.md index 90c0984f3df2c..d95b58fb13fe5 100644 --- a/website/www/site/content/en/documentation/transforms/java/aggregation/cogroupbykey.md +++ b/website/www/site/content/en/documentation/transforms/java/aggregation/cogroupbykey.md @@ -35,7 +35,8 @@ that key in each input collection. See more information in the [Beam Programming Guide](/documentation/programming-guide/#cogroupbykey). ## Examples -**Example**: Say you have two different files with user data; one file has + +**Example 1**: Say you have two different files with user data; one file has names and email addresses and the other file has names and phone numbers. You can join those two data sets, using the username as a common key and the @@ -66,6 +67,12 @@ result.apply(ParDo.of(new DoFn, /* some result */>() { })); {{< /highlight >}} +**Example 2:** + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_GroupByKey" show="main_section" >}} +{{< /playground >}} + ## Related transforms * [GroupByKey](/documentation/transforms/java/aggregation/groupbykey) takes one input collection. diff --git a/website/www/site/content/en/documentation/transforms/java/aggregation/combine.md b/website/www/site/content/en/documentation/transforms/java/aggregation/combine.md index f40c694692bcc..c9a28d6c454b4 100644 --- a/website/www/site/content/en/documentation/transforms/java/aggregation/combine.md +++ b/website/www/site/content/en/documentation/transforms/java/aggregation/combine.md @@ -42,7 +42,9 @@ commumative operation. But, it allows the use of partial sums to be precomputed. See more information in the [Beam Programming Guide](/documentation/programming-guide/#combine). ## Examples + **Example 1**: Global combine + Use the global combine to combine all of the elements in a given `PCollection` into a single value, represented in your pipeline as a new `PCollection` containing one element. The following example code shows how to apply the Beam-provided @@ -57,6 +59,7 @@ PCollection sum = pc.apply( {{< /highlight >}} **Example 2**: Keyed combine + Use a keyed combine to combine all of the values associated with each key into a single output value for each key. As with the global combine, the function passed to a keyed combine must be associative and commutative. @@ -75,6 +78,12 @@ PCollection> avgAccuracyPerPlayer = new MeanInts()))); {{< /highlight >}} +**Example 3**: + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_Combine" show="main_section" >}} +{{< /playground >}} + ## Related transforms * [CombineWithContext](/documentation/transforms/java/aggregation/combinewithcontext) * [GroupByKey](/documentation/transforms/java/aggregation/groupbykey) diff --git a/website/www/site/content/en/documentation/transforms/java/aggregation/count.md b/website/www/site/content/en/documentation/transforms/java/aggregation/count.md index 0b84ead8391a7..7865fc9a19ef1 100644 --- a/website/www/site/content/en/documentation/transforms/java/aggregation/count.md +++ b/website/www/site/content/en/documentation/transforms/java/aggregation/count.md @@ -39,7 +39,18 @@ transform has three varieties: appeared in the original collection. ## Examples -See [BEAM-7703](https://issues.apache.org/jira/browse/BEAM-7703) for updates. + +**Example 1**: Count.globally + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_Count" show="main_section" >}} +{{< /playground >}} + +**Example 2**: Count.perKey + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_CountPerKey" show="main_section" >}} +{{< /playground >}} ## Related transforms * [ApproximateUnique](/documentation/transforms/java/aggregation/approximateunique) diff --git a/website/www/site/content/en/documentation/transforms/java/aggregation/distinct.md b/website/www/site/content/en/documentation/transforms/java/aggregation/distinct.md index 7c5cbd2e9316f..b8956f29d26c8 100644 --- a/website/www/site/content/en/documentation/transforms/java/aggregation/distinct.md +++ b/website/www/site/content/en/documentation/transforms/java/aggregation/distinct.md @@ -33,7 +33,7 @@ values for each key. ## Examples -**Example 1** Find the distinct element from a `PCollection` of `String`. +**Example 1**: Find the distinct element from a `PCollection` of `String`. {{< highlight java >}} @@ -50,6 +50,12 @@ PCollection distinctWords = input.apply(Distinct.create()); {{< /highlight >}} +**Example 2**: Find the distinct element from a `PCollection` of `Integer`. + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_Distinct" show="main_section" >}} +{{< /playground >}} + ## Related transforms * [Count](/documentation/transforms/java/aggregation/count) counts the number of elements within each aggregation. diff --git a/website/www/site/content/en/documentation/transforms/java/aggregation/groupbykey.md b/website/www/site/content/en/documentation/transforms/java/aggregation/groupbykey.md index c9986f72e99fc..48c605c850ef9 100644 --- a/website/www/site/content/en/documentation/transforms/java/aggregation/groupbykey.md +++ b/website/www/site/content/en/documentation/transforms/java/aggregation/groupbykey.md @@ -36,10 +36,10 @@ windowing or triggering is necessary when processing unbounded collections. See more information in the [Beam Programming Guide](/documentation/programming-guide/#groupbykey). ## Examples -**Example 1**: (a, 1), (b, 2), (a, 3) will result into (a, [1, 3]), (b, [2]). -**Example 2**: Given a collection of customer orders keyed by postal code, -you could use `GroupByKey` to get the collection of all orders in each postal code. +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="PG_BEAMDOC_SDK_JAVA_GroupByKey" show="main_section" >}} +{{< /playground >}} ## Related transforms * [CoGroupByKey](/documentation/transforms/java/aggregation/cogroupbykey) diff --git a/website/www/site/content/en/documentation/transforms/java/aggregation/groupintobatches.md b/website/www/site/content/en/documentation/transforms/java/aggregation/groupintobatches.md index 6d1963fd07605..26bfa6c0d229c 100644 --- a/website/www/site/content/en/documentation/transforms/java/aggregation/groupintobatches.md +++ b/website/www/site/content/en/documentation/transforms/java/aggregation/groupintobatches.md @@ -34,7 +34,10 @@ to the output collection. Batches contain elements from the same window, so windows are preserved. Batches might contain elements from more than one bundle. ## Examples -See [BEAM-7703](https://issues.apache.org/jira/browse/BEAM-7703) for updates. + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_GroupIntoBatches" show="main_section" >}} +{{< /playground >}} ## Related transforms * [GroupByKey](/documentation/transforms/java/aggregation/groupbykey) takes one input collection. diff --git a/website/www/site/content/en/documentation/transforms/java/aggregation/latest.md b/website/www/site/content/en/documentation/transforms/java/aggregation/latest.md index 454d39bf14e41..bda9200774df6 100644 --- a/website/www/site/content/en/documentation/transforms/java/aggregation/latest.md +++ b/website/www/site/content/en/documentation/transforms/java/aggregation/latest.md @@ -35,7 +35,9 @@ A transform and `Combine.CombineFn` for computing the latest element in a collec For elements with the same timestamp, the output element is arbitrarily selected. ## Examples -**Example**: compute the latest value for each session + +**Example 1**: Compute the latest value for each session + {{< highlight java >}} PCollection input = ...; PCollection sessioned = input @@ -43,6 +45,12 @@ For elements with the same timestamp, the output element is arbitrarily selected PCollection latestValues = sessioned.apply(Latest.globally()); {{< /highlight >}} +**Example 2**: + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_Latest" show="main_section" >}} +{{< /playground >}} + ## Related transforms * [Reify](/documentation/transforms/java/elementwise/reify) converts between explicit and implicit form of various Beam values diff --git a/website/www/site/content/en/documentation/transforms/java/aggregation/max.md b/website/www/site/content/en/documentation/transforms/java/aggregation/max.md index edc07d2edb55b..18f0b42453ec6 100644 --- a/website/www/site/content/en/documentation/transforms/java/aggregation/max.md +++ b/website/www/site/content/en/documentation/transforms/java/aggregation/max.md @@ -29,6 +29,7 @@ Provides a variety of different transforms for computing the maximum values in a collection, either globally or for each key. ## Examples + **Example 1**: get the maximum of a `PCollection` of `Doubles`. {{< highlight java >}} @@ -45,6 +46,18 @@ PCollection> maxPerKey = input .apply(Max.integersPerKey()); {{< /highlight >}} +**Example 3**: + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_Max" show="main_section" >}} +{{< /playground >}} + +**Example 4**: + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_MaxPerKey" show="main_section" >}} +{{< /playground >}} + ## Related transforms * [Min](/documentation/transforms/java/aggregation/min) for computing minimum values in a collection diff --git a/website/www/site/content/en/documentation/transforms/java/aggregation/mean.md b/website/www/site/content/en/documentation/transforms/java/aggregation/mean.md index 88f90d585d225..2509c9b46a7dc 100644 --- a/website/www/site/content/en/documentation/transforms/java/aggregation/mean.md +++ b/website/www/site/content/en/documentation/transforms/java/aggregation/mean.md @@ -34,18 +34,15 @@ or the mean of the values associated with each key in a collection of key-value ## Examples **Example 1**: get the mean of a `PCollection` of `Longs`. -{{< highlight java >}} -PCollection input = ...; -PCollection mean = input.apply(Mean.globally()); -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_Mean" show="main_section" >}} +{{< /playground >}} **Example 2**: calculate the mean of the `Integers` associated with each unique key (which is of type `String`). -{{< highlight java >}} -PCollection> input = ...; -PCollection> meanPerKey = - input.apply(Mean.perKey()); -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_MeanPerKey" show="main_section" >}} +{{< /playground >}} ## Related transforms * [Max](/documentation/transforms/java/aggregation/max) diff --git a/website/www/site/content/en/documentation/transforms/java/aggregation/min.md b/website/www/site/content/en/documentation/transforms/java/aggregation/min.md index e5ecf67cd5d09..0942534e9d74e 100644 --- a/website/www/site/content/en/documentation/transforms/java/aggregation/min.md +++ b/website/www/site/content/en/documentation/transforms/java/aggregation/min.md @@ -29,7 +29,19 @@ Provides a variety of different transforms for computing the minimum values in a collection, either globally or for each key. ## Examples -See [BEAM-7703](https://issues.apache.org/jira/browse/BEAM-7703) for updates. + +**Example 1**: get the minimum of a `PCollection` of `Doubles`. + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_Min" show="main_section" >}} +{{< /playground >}} + +**Example 2**: calculate the minimum of the `Integers` associated +with each unique key (which is of type `String`). + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_MinPerKey" show="main_section" >}} +{{< /playground >}} ## Related transforms * [Max](/documentation/transforms/java/aggregation/max) diff --git a/website/www/site/content/en/documentation/transforms/java/aggregation/sample.md b/website/www/site/content/en/documentation/transforms/java/aggregation/sample.md index e3328af66f06d..a3499e595db0b 100644 --- a/website/www/site/content/en/documentation/transforms/java/aggregation/sample.md +++ b/website/www/site/content/en/documentation/transforms/java/aggregation/sample.md @@ -29,7 +29,10 @@ Transforms for taking samples of the elements in a collection, or samples of the values associated with each key in a collection of key-value pairs. ## Examples -See [BEAM-7703](https://issues.apache.org/jira/browse/BEAM-7703) for updates. + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_Sample" show="main_section" >}} +{{< /playground >}} ## Related transforms * [Top](/documentation/transforms/java/aggregation/top) diff --git a/website/www/site/content/en/documentation/transforms/java/aggregation/sum.md b/website/www/site/content/en/documentation/transforms/java/aggregation/sum.md index 2c49cbe4c0393..944abc46d4b30 100644 --- a/website/www/site/content/en/documentation/transforms/java/aggregation/sum.md +++ b/website/www/site/content/en/documentation/transforms/java/aggregation/sum.md @@ -31,18 +31,15 @@ values associated with each key in a collection of key-value pairs. ## Examples **Example 1**: get the sum of a `PCollection` of `Doubles`. -{{< highlight java >}} -PCollection input = ...; -PCollection sum = input.apply(Sum.doublesGlobally()); -{{< /highlight >}} - -Example 2: calculate the sum of the `Integers` associated with each unique key (which is of type `String`). - -{{< highlight java >}} -PCollection> input = ...; -PCollection> sumPerKey = input - .apply(Sum.integersPerKey()); -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_Sum" show="main_section" >}} +{{< /playground >}} + +**Example 2**: calculate the sum of the `Integers` associated with each unique key (which is of type `String`). + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_SumPerKey" show="main_section" >}} +{{< /playground >}} ## Related transforms * [Count](/documentation/transforms/java/aggregation/count) diff --git a/website/www/site/content/en/documentation/transforms/java/aggregation/top.md b/website/www/site/content/en/documentation/transforms/java/aggregation/top.md index 0181544376810..044e57b8f5c81 100644 --- a/website/www/site/content/en/documentation/transforms/java/aggregation/top.md +++ b/website/www/site/content/en/documentation/transforms/java/aggregation/top.md @@ -30,7 +30,10 @@ a collection, or the largest (or smallest) set of values associated with each key in a collection of key-value pairs. ## Examples -See [BEAM-7703](https://issues.apache.org/jira/browse/BEAM-7703) for updates. + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_Top" show="main_section" >}} +{{< /playground >}} ## Related transforms * [Sample](/documentation/transforms/java/aggregation/sample) diff --git a/website/www/site/content/en/documentation/transforms/java/elementwise/filter.md b/website/www/site/content/en/documentation/transforms/java/elementwise/filter.md index 8bdce38b05acc..bd8ffd8217558 100644 --- a/website/www/site/content/en/documentation/transforms/java/elementwise/filter.md +++ b/website/www/site/content/en/documentation/transforms/java/elementwise/filter.md @@ -30,6 +30,7 @@ May also be used to filter based on an inequality with a given value based on the natural ordering of the element. ## Examples + **Example 1**: Filtering with a predicate {{< highlight java >}} @@ -53,6 +54,12 @@ PCollection smallNumbers = numbers.apply(Filter.lessThanEq(3)); {{< /highlight >}} Other variants include `Filter.greaterThanEq`, `Filter.lessThan` and `Filter.equal`. +**Example 3**: Filtering with lambda + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_Filter" >}} +{{< /playground >}} + ## Related transforms * [FlatMapElements](/documentation/transforms/java/elementwise/flatmapelements) behaves the same as `Map`, but for each input it might produce zero or more outputs. diff --git a/website/www/site/content/en/documentation/transforms/java/elementwise/flatmapelements.md b/website/www/site/content/en/documentation/transforms/java/elementwise/flatmapelements.md index bfbc3e1f88b0a..da64b2a5af5a5 100644 --- a/website/www/site/content/en/documentation/transforms/java/elementwise/flatmapelements.md +++ b/website/www/site/content/en/documentation/transforms/java/elementwise/flatmapelements.md @@ -29,7 +29,10 @@ Applies a simple 1-to-many mapping function over each element in the collection. The many elements are flattened into the resulting collection. ## Examples -See [BEAM-7702](https://issues.apache.org/jira/browse/BEAM-7702) for updates. + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_FlatMapElements" show="main_section" >}} +{{< /playground >}} ## Related transforms * [Filter](/documentation/transforms/java/elementwise/filter) is useful if the function is just diff --git a/website/www/site/content/en/documentation/transforms/java/elementwise/keys.md b/website/www/site/content/en/documentation/transforms/java/elementwise/keys.md index c62efd30abb72..b506478a6dc26 100644 --- a/website/www/site/content/en/documentation/transforms/java/elementwise/keys.md +++ b/website/www/site/content/en/documentation/transforms/java/elementwise/keys.md @@ -28,12 +28,10 @@ limitations under the License. Takes a collection of key-value pairs, and returns the key of each element. ## Examples -**Example** -{{< highlight java >}} -PCollection> keyValuePairs = /* ... */; -PCollection keys = keyValuePairs.apply(Keys.create()); -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_Keys" show="main_section" >}} +{{< /playground >}} ## Related transforms * [KvSwap](/documentation/transforms/java/elementwise/kvswap) swaps key-value pair values. diff --git a/website/www/site/content/en/documentation/transforms/java/elementwise/kvswap.md b/website/www/site/content/en/documentation/transforms/java/elementwise/kvswap.md index b0f8b5eb4b57f..000fb30fbf244 100644 --- a/website/www/site/content/en/documentation/transforms/java/elementwise/kvswap.md +++ b/website/www/site/content/en/documentation/transforms/java/elementwise/kvswap.md @@ -28,12 +28,10 @@ limitations under the License. Takes a collection of key-value pairs and returns a collection of key-value pairs which has each key and value swapped. ## Examples -**Example**: -{{< highlight java >}} -PCollection> strIntPairs = /* ... */; -PCollection> intStrPairs = strIntPairs.apply(KvSwap.create()); -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_KvSwap" show="main_section" >}} +{{< /playground >}} ## Related transforms * [Keys](/documentation/transforms/java/elementwise/keys) for extracting the key of each component. diff --git a/website/www/site/content/en/documentation/transforms/java/elementwise/mapelements.md b/website/www/site/content/en/documentation/transforms/java/elementwise/mapelements.md index 5b900baf9690b..a0e2aadc1fbfc 100644 --- a/website/www/site/content/en/documentation/transforms/java/elementwise/mapelements.md +++ b/website/www/site/content/en/documentation/transforms/java/elementwise/mapelements.md @@ -28,18 +28,12 @@ limitations under the License. Applies a simple 1-to-1 mapping function over each element in the collection. ## Examples + **Example 1**: providing the mapping function using a `SimpleFunction` -{{< highlight java >}} -PCollection lines = Create.of("Hello World", "Beam is fun"); -PCollection lineLengths = lines.apply(MapElements.via( - new SimpleFunction() { - @Override - public Integer apply(String line) { - return line.length(); - } - }); -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_MapElements" show="main_section" >}} +{{< /playground >}} **Example 2**: providing the mapping function using a `SerializableFunction`, which allows the use of Java 8 lambdas. Due to type erasure, you need diff --git a/website/www/site/content/en/documentation/transforms/java/elementwise/pardo.md b/website/www/site/content/en/documentation/transforms/java/elementwise/pardo.md index 05b1990ffdef4..d955fffe9848b 100644 --- a/website/www/site/content/en/documentation/transforms/java/elementwise/pardo.md +++ b/website/www/site/content/en/documentation/transforms/java/elementwise/pardo.md @@ -33,6 +33,7 @@ an output PCollection. See more information in the [Beam Programming Guide](/documentation/programming-guide/#pardo). ## Examples + **Example 1**: Passing side inputs {{< highlight java >}} @@ -142,6 +143,11 @@ See more information in the [Beam Programming Guide](/documentation/programming- }})); {{< /highlight >}} +**Example 4**: Apply a simple custom function + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_FilterParDo" >}} +{{< /playground >}} ## Related transforms * [MapElements](/documentation/transforms/java/elementwise/mapelements) diff --git a/website/www/site/content/en/documentation/transforms/java/elementwise/partition.md b/website/www/site/content/en/documentation/transforms/java/elementwise/partition.md index 66c27019b5fd5..713910752d727 100644 --- a/website/www/site/content/en/documentation/transforms/java/elementwise/partition.md +++ b/website/www/site/content/en/documentation/transforms/java/elementwise/partition.md @@ -32,24 +32,12 @@ The number of partitions must be determined at graph construction time. You cann See more information in the [Beam Programming Guide](/documentation/programming-guide/#partition). ## Examples + **Example**: dividing a `PCollection` into percentile groups -{{< highlight java >}} -// Provide an int value with the desired number of result partitions, and a PartitionFn that represents the -// partitioning function. In this example, we define the PartitionFn in-line. Returns a PCollectionList -// containing each of the resulting partitions as individual PCollection objects. -PCollection students = ...; -// Split students up into 10 partitions, by percentile: -PCollectionList studentsByPercentile = - students.apply(Partition.of(10, new PartitionFn() { - public int partitionFor(Student student, int numPartitions) { - return student.getPercentile() // 0..99 - * numPartitions / 100; - }})); - -// You can extract each partition from the PCollectionList using the get method, as follows: -PCollection fortiethPercentile = studentsByPercentile.get(4); -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_PartitionPercentile" show="main_section" >}} +{{< /playground >}} ## Related transforms * [Filter](/documentation/transforms/java/elementwise/filter) is useful if the function is just diff --git a/website/www/site/content/en/documentation/transforms/java/elementwise/regex.md b/website/www/site/content/en/documentation/transforms/java/elementwise/regex.md index 60545f26e597d..8fb2e84040e87 100644 --- a/website/www/site/content/en/documentation/transforms/java/elementwise/regex.md +++ b/website/www/site/content/en/documentation/transforms/java/elementwise/regex.md @@ -28,7 +28,10 @@ limitations under the License. Provides a variety of functionality based on regular expressions. ## Examples -See [BEAM-7702](https://issues.apache.org/jira/browse/BEAM-7702) for updates. + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_Regex" show="main_section" >}} +{{< /playground >}} ## Related transforms * [MapElements](/documentation/transforms/java/elementwise/mapelements) diff --git a/website/www/site/content/en/documentation/transforms/java/elementwise/tostring.md b/website/www/site/content/en/documentation/transforms/java/elementwise/tostring.md index fd5329ff1c814..dccfb1883c99f 100644 --- a/website/www/site/content/en/documentation/transforms/java/elementwise/tostring.md +++ b/website/www/site/content/en/documentation/transforms/java/elementwise/tostring.md @@ -29,7 +29,10 @@ A variety of utility transforms for invoking the `toString()` method on every element in the input collection. ## Examples -See [BEAM-7702](https://issues.apache.org/jira/browse/BEAM-7702) for updates. + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_ToString" show="main_section" >}} +{{< /playground >}} ## Related transforms * [MapElements](/documentation/transforms/java/elementwise/mapelements) diff --git a/website/www/site/content/en/documentation/transforms/java/elementwise/values.md b/website/www/site/content/en/documentation/transforms/java/elementwise/values.md index 5e6f1cb0975f1..137519cf320de 100644 --- a/website/www/site/content/en/documentation/transforms/java/elementwise/values.md +++ b/website/www/site/content/en/documentation/transforms/java/elementwise/values.md @@ -29,12 +29,10 @@ The `Values` transform takes a collection of key-value pairs, and returns the value of each element. ## Examples -**Example** -{{< highlight java >}} -PCollection> keyValuePairs = /* ... */; -PCollection values = keyValuePairs.apply(Values.create()); -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_Values" show="main_section" >}} +{{< /playground >}} ## Related transforms * [Keys](/documentation/transforms/java/elementwise/keys) for extracting the key of each component. diff --git a/website/www/site/content/en/documentation/transforms/java/elementwise/withkeys.md b/website/www/site/content/en/documentation/transforms/java/elementwise/withkeys.md index 977fbdee1ebf4..2cf758676a856 100644 --- a/website/www/site/content/en/documentation/transforms/java/elementwise/withkeys.md +++ b/website/www/site/content/en/documentation/transforms/java/elementwise/withkeys.md @@ -35,17 +35,10 @@ There are two versions of `WithKeys`, depending on how the key should be determi * `WithKeys.of(K key)` associates each value with the specified key. ## Examples -**Example** -{{< highlight java >}} -PCollection words = Create.of("Hello", "World", "Beam", "is", "fun"); -PCollection> lengthAndWord = - words.apply(WithKeys.of(new SerializableFunction() { - @Override - public Integer apply(String s) { - return s.length(); - } - }); -{{< /highlight >}} + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="PG_BEAMDOC_SDK_JAVA_WithKeys" show="main_section" >}} +{{< /playground >}} ## Related transforms * [Keys](/documentation/transforms/java/elementwise/keys) for extracting the key of each component. diff --git a/website/www/site/content/en/documentation/transforms/java/elementwise/withtimestamps.md b/website/www/site/content/en/documentation/transforms/java/elementwise/withtimestamps.md index b2595d8bc36a6..31875eaca01bd 100644 --- a/website/www/site/content/en/documentation/transforms/java/elementwise/withtimestamps.md +++ b/website/www/site/content/en/documentation/transforms/java/elementwise/withtimestamps.md @@ -28,7 +28,10 @@ limitations under the License. Assigns timestamps to all the elements of a collection. ## Examples -See [BEAM-7702](https://issues.apache.org/jira/browse/BEAM-7702) for updates. + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_Latest" show="main_section" >}} +{{< /playground >}} ## Related transforms * [Reify](/documentation/transforms/java/elementwise/reify) diff --git a/website/www/site/content/en/documentation/transforms/java/other/create.md b/website/www/site/content/en/documentation/transforms/java/other/create.md index 13bdd0789b364..2a7a6c16391a3 100644 --- a/website/www/site/content/en/documentation/transforms/java/other/create.md +++ b/website/www/site/content/en/documentation/transforms/java/other/create.md @@ -32,7 +32,9 @@ For example, a single element to execute a one-time `ParDo` or a list of filenam ## Examples -See [BEAM-7704](https://issues.apache.org/jira/browse/BEAM-7704) for updates. +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_Create" show="main_section" >}} +{{< /playground >}} ## Related transforms N/A diff --git a/website/www/site/content/en/documentation/transforms/java/other/flatten.md b/website/www/site/content/en/documentation/transforms/java/other/flatten.md index ffb2d0573d54c..663146415c05c 100644 --- a/website/www/site/content/en/documentation/transforms/java/other/flatten.md +++ b/website/www/site/content/en/documentation/transforms/java/other/flatten.md @@ -48,16 +48,10 @@ See more information in the [Beam Programming Guide](/documentation/programming- ## Examples **Example**: Apply a `Flatten` transform to merge multiple `PCollection` objects -{{< highlight java >}} -// Flatten takes a PCollectionList of PCollection objects of a given type. -// Returns a single PCollection that contains all of the elements in the PCollection objects in that list. -PCollection pc1 = Create.of("Hello"); -PCollection pc2 = Create.of("World", "Beam"); -PCollection pc3 = Create.of("Is", "Fun"); -PCollectionList collections = PCollectionList.of(pc1).and(pc2).and(pc3); +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="PG_BEAMDOC_SDK_JAVA_Flatten" show="main_section" >}} +{{< /playground >}} -PCollection merged = collections.apply(Flatten.pCollections()); -{{< /highlight >}} The resulting collection now has all the elements: "Hello", "World", "Beam", "Is", and "Fun". diff --git a/website/www/site/content/en/documentation/transforms/java/other/view.md b/website/www/site/content/en/documentation/transforms/java/other/view.md index a4a31efb8f56e..8ee9296f18c2e 100644 --- a/website/www/site/content/en/documentation/transforms/java/other/view.md +++ b/website/www/site/content/en/documentation/transforms/java/other/view.md @@ -28,7 +28,10 @@ limitations under the License. Operations for turning a collection into view that may be used as a side-input to a `ParDo`. ## Examples -See [BEAM-7704](https://issues.apache.org/jira/browse/BEAM-7704) for updates. + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_View" show="main_section" >}} +{{< /playground >}} ## Related transforms * [ParDo](/documentation/transforms/java/elementwise/pardo) diff --git a/website/www/site/content/en/documentation/transforms/java/other/window.md b/website/www/site/content/en/documentation/transforms/java/other/window.md index 439f484697f8e..1a818baaea9aa 100644 --- a/website/www/site/content/en/documentation/transforms/java/other/window.md +++ b/website/www/site/content/en/documentation/transforms/java/other/window.md @@ -29,7 +29,10 @@ Logically divides up or groups the elements of a collection into finite windows according to a function. ## Examples -See [BEAM-7704](https://issues.apache.org/jira/browse/BEAM-7704) for updates. + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_Window" show="main_section" >}} +{{< /playground >}} ## Related transforms * [Reify](/documentation/transforms/java/elementwise/reify) diff --git a/website/www/site/content/en/documentation/transforms/python/aggregation/combineglobally.md b/website/www/site/content/en/documentation/transforms/python/aggregation/combineglobally.md index 1b27e1844bb8a..d2f8b27fb1075 100644 --- a/website/www/site/content/en/documentation/transforms/python/aggregation/combineglobally.md +++ b/website/www/site/content/en/documentation/transforms/python/aggregation/combineglobally.md @@ -36,33 +36,17 @@ Then, we apply `CombineGlobally` in multiple ways to combine all the elements in We define a function `get_common_items` which takes an `iterable` of sets as an input, and calculates the intersection (common items) of those sets. -{{< highlight language="py" py="sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineglobally.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineglobally.py" combineglobally_function >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineglobally_test.py" common_items >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_CombineGloballyFunction" show="combineglobally_function" >}} +{{< /playground >}} ### Example 2: Combining with a lambda function We can also use lambda functions to simplify **Example 1**. -{{< highlight language="py" py="sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineglobally.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineglobally.py" combineglobally_lambda >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineglobally_test.py" common_items >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_CombineGloballyLambda" show="combineglobally_lambda" >}} +{{< /playground >}} ### Example 3: Combining with multiple arguments @@ -71,17 +55,9 @@ They are passed as additional positional arguments or keyword arguments to the f In this example, the lambda function takes `sets` and `exclude` as arguments. -{{< highlight language="py" py="sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineglobally.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineglobally.py" combineglobally_multiple_arguments >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineglobally_test.py" common_items_with_exceptions >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_CombineGloballyMultipleArguments" show="combineglobally_multiple_arguments" >}} +{{< /playground >}} ### Example 4: Combining with a `CombineFn` @@ -101,17 +77,9 @@ The more general way to combine elements, and the most flexible, is with a class * [`CombineFn.extract_output()`](https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.CombineFn.extract_output): It allows to do additional calculations before extracting a result. -{{< highlight language="py" py="sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineglobally.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineglobally.py" combineglobally_combinefn >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineglobally_test.py" percentages >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_CombineGloballyCombineFn" show="combineglobally_combinefn" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/aggregation/combineperkey.md b/website/www/site/content/en/documentation/transforms/python/aggregation/combineperkey.md index b79c183286efd..65084c187f94f 100644 --- a/website/www/site/content/en/documentation/transforms/python/aggregation/combineperkey.md +++ b/website/www/site/content/en/documentation/transforms/python/aggregation/combineperkey.md @@ -38,49 +38,25 @@ We use the function [`sum`](https://docs.python.org/3/library/functions.html#sum) which takes an `iterable` of numbers and adds them together. -{{< highlight language="py" py="sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineperkey.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineperkey.py" combineperkey_simple >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineperkey_test.py" total >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_CombinePerKeySimple" show="combineperkey_simple" >}} +{{< /playground >}} ### Example 2: Combining with a function We define a function `saturated_sum` which takes an `iterable` of numbers and adds them together, up to a predefined maximum number. -{{< highlight language="py" py="sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineperkey.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineperkey.py" combineperkey_function >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineperkey_test.py" saturated_total >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_CombinePerKeyFunction" show="combineperkey_function" >}} +{{< /playground >}} ### Example 3: Combining with a lambda function We can also use lambda functions to simplify **Example 2**. -{{< highlight language="py" py="sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineperkey.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineperkey.py" combineperkey_lambda >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineperkey_test.py" saturated_total >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_CombinePerKeyLambda" show="combineperkey_lambda" >}} +{{< /playground >}} ### Example 4: Combining with multiple arguments @@ -89,17 +65,9 @@ They are passed as additional positional arguments or keyword arguments to the f In this example, the lambda function takes `values` and `max_value` as arguments. -{{< highlight language="py" py="sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineperkey.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineperkey.py" combineperkey_multiple_arguments >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineperkey_test.py" saturated_total >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_CombinePerKeyMultipleArguments" show="combineperkey_multiple_arguments" >}} +{{< /playground >}} ### Example 5: Combining with a `CombineFn` @@ -119,17 +87,9 @@ The more general way to combine elements, and the most flexible, is with a class * [`CombineFn.extract_output()`](https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.CombineFn.extract_output): It allows to do additional calculations before extracting a result. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineperkey.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineperkey.py" combineperkey_combinefn >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combineperkey_test.py" average >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_CombinePerKeyCombineFn" show="combineperkey_combinefn" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/aggregation/combinevalues.md b/website/www/site/content/en/documentation/transforms/python/aggregation/combinevalues.md index 64c1e7f7ccb0a..2fb6446d331a1 100644 --- a/website/www/site/content/en/documentation/transforms/python/aggregation/combinevalues.md +++ b/website/www/site/content/en/documentation/transforms/python/aggregation/combinevalues.md @@ -39,17 +39,9 @@ We use the function [`sum`](https://docs.python.org/3/library/functions.html#sum) which takes an `iterable` of numbers and adds them together. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/combinevalues.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combinevalues.py" combinevalues_simple >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combinevalues_test.py" total >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_CombineValuesSimple" show="combinevalues_simple" >}} +{{< /playground >}} ### Example 2: Combining with a function @@ -58,33 +50,17 @@ We want the sum to be bounded up to a maximum value, so we use We define a function `saturated_sum` which takes an `iterable` of numbers and adds them together, up to a predefined maximum number. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/combinevalues.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combinevalues.py" combinevalues_function >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combinevalues_test.py" saturated_total >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_CombineValuesFunction" show="combinevalues_function" >}} +{{< /playground >}} ### Example 3: Combining with a lambda function We can also use lambda functions to simplify **Example 2**. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/combinevalues.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combinevalues.py" combinevalues_lambda >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combinevalues_test.py" saturated_total >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_CombineValuesLambda" show="combinevalues_lambda" >}} +{{< /playground >}} ### Example 4: Combining with multiple arguments @@ -93,17 +69,9 @@ They are passed as additional positional arguments or keyword arguments to the f In this example, the lambda function takes `values` and `max_value` as arguments. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/combinevalues.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combinevalues.py" combinevalues_multiple_arguments >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combinevalues_test.py" saturated_total >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_CombineValuesMultipleArguments" show="combinevalues_multiple_arguments" >}} +{{< /playground >}} ### Example 5: Combining with a `CombineFn` @@ -123,17 +91,9 @@ The more general way to combine elements, and the most flexible, is with a class * [`CombineFn.extract_output()`](https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.core.html#apache_beam.transforms.core.CombineFn.extract_output): It allows to do additional calculations before extracting a result. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/combinevalues.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combinevalues.py" combinevalues_combinefn >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/combinevalues_test.py" percentages_per_season >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_CombineValuesCombineFn" show="combinevalues_combinefn" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/aggregation/count.md b/website/www/site/content/en/documentation/transforms/python/aggregation/count.md index 5aa6e1b8252f7..a444cd4b3dd94 100644 --- a/website/www/site/content/en/documentation/transforms/python/aggregation/count.md +++ b/website/www/site/content/en/documentation/transforms/python/aggregation/count.md @@ -32,49 +32,25 @@ Then, we apply `Count` to get the total number of elements in different ways. We use `Count.Globally()` to count *all* elements in a `PCollection`, even if there are duplicate elements. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/count.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/count.py" count_globally >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/count_test.py" total_elements >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_CountGlobally" show="count_globally" >}} +{{< /playground >}} ### Example 2: Counting elements for each key We use `Count.PerKey()` to count the elements for each unique key in a `PCollection` of key-values. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/count.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/count.py" count_per_key >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/count_test.py" total_elements_per_key >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_CountPerKey" show="count_per_key" >}} +{{< /playground >}} ### Example 3: Counting all unique elements We use `Count.PerElement()` to count the only the unique elements in a `PCollection`. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/count.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/count.py" count_per_element >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/count_test.py" total_unique_elements >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_CountPerElement" show="count_per_element" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/aggregation/distinct.md b/website/www/site/content/en/documentation/transforms/python/aggregation/distinct.md index 08db6bd987c52..24abe6bdd2474 100644 --- a/website/www/site/content/en/documentation/transforms/python/aggregation/distinct.md +++ b/website/www/site/content/en/documentation/transforms/python/aggregation/distinct.md @@ -29,17 +29,9 @@ In the following example, we create a pipeline with two `PCollection`s of produc We use `Distinct` to get rid of duplicate elements, which outputs a `PCollection` of all the unique elements. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/distinct.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/distinct.py" distinct >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/distinct_test.py" unique_elements >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_Distinct" show="distinc" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/aggregation/groupby.md b/website/www/site/content/en/documentation/transforms/python/aggregation/groupby.md index df281bdabe0ad..95e0dd650d1a8 100644 --- a/website/www/site/content/en/documentation/transforms/python/aggregation/groupby.md +++ b/website/www/site/content/en/documentation/transforms/python/aggregation/groupby.md @@ -32,70 +32,31 @@ In the following example, we create a pipeline with a `PCollection` of fruits. We use `GroupBy` to group all fruits by the first letter of their name. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_test.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_test.py" groupby_expr >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_test.py" groupby_expr_result >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_GroupByExpr" show="groupby_expr" >}} +{{< /playground >}} We can group by a composite key consisting of multiple properties if desired. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_test.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_test.py" groupby_two_exprs >}} -{{< /highlight >}} - The resulting key is a named tuple with the two requested attributes, and the values are grouped accordingly. -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_test.py" groupby_two_exprs_result >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_GroupByTwoExprs" show="groupby_two_exprs" >}} +{{< /playground >}} In the case that the property one wishes to group by is an attribute, a string -may be passed to `GroupBy` in the place of a callable expression. For example, -suppose I have the following data - -{{< highlight py >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_test.py" groupby_table >}} -{{< /highlight >}} - -We can then do - -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_test.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_test.py" groupby_attr >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} +may be passed to `GroupBy` in the place of a callable expression. -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_test.py" groupby_attr_result >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_GroupByAttr" show="groupby_attr" >}} +{{< /playground >}} It is possible to mix and match attributes and expressions, for example -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_test.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_test.py" groupby_attr_expr >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_test.py" groupby_attr_expr_result >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_GroupByAttrExpr" show="groupby_attr_expr" >}} +{{< /playground >}} ## Aggregation @@ -108,47 +69,23 @@ by, and finally a field name in which to store the result. For example, suppose one wanted to compute the amount of each fruit to buy. One could write -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_test.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_test.py" simple_aggregate >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_test.py" simple_aggregate_result >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_GroupBySimpleAggregate" show="simple_aggregate" >}} +{{< /playground >}} Similar to the parameters in `GroupBy`, one can also aggregate multiple fields and by expressions. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_test.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_test.py" expr_aggregate >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_test.py" expr_aggregate_result >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_GroupByExprAggregate" show="expr_aggregate" >}} +{{< /playground >}} One can, of course, aggregate the same field multiple times as well. This example also illustrates a global grouping, as the grouping key is empty. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_test.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_test.py" global_aggregate >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupby_test.py" global_aggregate_result >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_GroupByGlobalAggregate" show="global_aggregate" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/aggregation/groupbykey.md b/website/www/site/content/en/documentation/transforms/python/aggregation/groupbykey.md index 06ff183f833b8..5ba04bc2fe1a0 100644 --- a/website/www/site/content/en/documentation/transforms/python/aggregation/groupbykey.md +++ b/website/www/site/content/en/documentation/transforms/python/aggregation/groupbykey.md @@ -28,7 +28,7 @@ See more information in the [Beam Programming Guide](/documentation/programming- ## Examples -In the following example, we create a pipeline with a `PCollection` of produce keyed by season. +**Example 1**: In the following example, we create a pipeline with a `PCollection` of produce keyed by season. We use `GroupByKey` to group all the produce for each season. @@ -44,6 +44,12 @@ Output: {{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupbykey_test.py" produce_counts >}} {{< /highlight >}} +**Example 2**: + +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_GroupByKey" show="groupbykey" >}} +{{< /playground >}} + ## Related transforms * [GroupBy](/documentation/transforms/python/aggregation/groupby) for grouping by arbitrary properties of the elements. diff --git a/website/www/site/content/en/documentation/transforms/python/aggregation/groupintobatches.md b/website/www/site/content/en/documentation/transforms/python/aggregation/groupintobatches.md index a7c9cd9b23489..d187c2a1f250a 100644 --- a/website/www/site/content/en/documentation/transforms/python/aggregation/groupintobatches.md +++ b/website/www/site/content/en/documentation/transforms/python/aggregation/groupintobatches.md @@ -29,17 +29,9 @@ In the following example, we create a pipeline with a `PCollection` of produce b We use `GroupIntoBatches` to get fixed-sized batches for every key, which outputs a list of elements for every key. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupintobatches.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupintobatches.py" groupintobatches >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/groupintobatches_test.py" batches_with_keys >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_GroupIntoBatches" show="groupintobatches" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/aggregation/latest.md b/website/www/site/content/en/documentation/transforms/python/aggregation/latest.md index 613858c44752f..eb2e0a05498c6 100644 --- a/website/www/site/content/en/documentation/transforms/python/aggregation/latest.md +++ b/website/www/site/content/en/documentation/transforms/python/aggregation/latest.md @@ -33,33 +33,17 @@ We use `Latest` to get the element with the latest timestamp from the `PCollecti We use `Latest.Globally()` to get the element with the latest timestamp in the entire `PCollection`. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/latest.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/latest.py" latest_globally >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/latest_test.py" latest_element >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_LatestGlobally" show="latest_globally" >}} +{{< /playground >}} ### Example 2: Latest elements for each key We use `Latest.PerKey()` to get the elements with the latest timestamp for each key in a `PCollection` of key-values. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/latest.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/latest.py" latest_per_key >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/latest_test.py" latest_elements_per_key >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_LatestPerKey" show="latest_per_key" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/aggregation/max.md b/website/www/site/content/en/documentation/transforms/python/aggregation/max.md index 37210888226cd..3ee9452cd8341 100644 --- a/website/www/site/content/en/documentation/transforms/python/aggregation/max.md +++ b/website/www/site/content/en/documentation/transforms/python/aggregation/max.md @@ -32,33 +32,17 @@ Then, we get the element with the maximum value in different ways. We use `Combine.Globally()` to get the maximum element from the *entire* `PCollection`. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/max.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/max.py" max_globally >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/max_test.py" max_element >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_MaxGlobally" show="max_globally" >}} +{{< /playground >}} ### Example 2: Maximum elements for each key We use `Combine.PerKey()` to get the maximum element for each unique key in a `PCollection` of key-values. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/max.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/max.py" max_per_key >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/max_test.py" elements_with_max_value_per_key >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_MaxPerKey" show="max_per_key" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/aggregation/mean.md b/website/www/site/content/en/documentation/transforms/python/aggregation/mean.md index 76a2d0082ed14..346d2da8d6700 100644 --- a/website/www/site/content/en/documentation/transforms/python/aggregation/mean.md +++ b/website/www/site/content/en/documentation/transforms/python/aggregation/mean.md @@ -34,33 +34,17 @@ Then, we get the element with the average value in different ways. We use `Mean.Globally()` to get the average of the elements from the *entire* `PCollection`. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/mean.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/mean.py" mean_globally >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/mean_test.py" mean_element >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_MeanGlobally" show="mean_globally" >}} +{{< /playground >}} ### Example 2: Mean of elements for each key We use `Mean.PerKey()` to get the average of the elements for each unique key in a `PCollection` of key-values. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/mean.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/mean.py" mean_per_key >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/mean_test.py" elements_with_mean_value_per_key >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_MeanPerKey" show="mean_per_ke" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/aggregation/min.md b/website/www/site/content/en/documentation/transforms/python/aggregation/min.md index 62f9d15d49042..ad472bec8c7cd 100644 --- a/website/www/site/content/en/documentation/transforms/python/aggregation/min.md +++ b/website/www/site/content/en/documentation/transforms/python/aggregation/min.md @@ -32,33 +32,17 @@ Then, we get the element with the minimum value in different ways. We use `Combine.Globally()` to get the minimum element from the *entire* `PCollection`. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/min.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/min.py" min_globally >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/min_test.py" min_element >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_MinGlobally" show="min_globally" >}} +{{< /playground >}} ### Example 2: Minimum elements for each key We use `Combine.PerKey()` to get the minimum element for each unique key in a `PCollection` of key-values. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/min.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/min.py" min_per_key >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/min_test.py" elements_with_min_value_per_key >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_MinPerKey" show="min_per_key" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/aggregation/sample.md b/website/www/site/content/en/documentation/transforms/python/aggregation/sample.md index bd822ea89d4e7..ac1cece481efa 100644 --- a/website/www/site/content/en/documentation/transforms/python/aggregation/sample.md +++ b/website/www/site/content/en/documentation/transforms/python/aggregation/sample.md @@ -34,33 +34,17 @@ Then, we get a random sample of elements in different ways. We use `Sample.FixedSizeGlobally()` to get a fixed-size random sample of elements from the *entire* `PCollection`. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/sample.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/sample.py" sample_fixed_size_globally >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/sample_test.py" sample >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_SampleFixedSizeGlobally" show="sample_fixed_size_globally" >}} +{{< /playground >}} ### Example 2: Sample elements for each key We use `Sample.FixedSizePerKey()` to get fixed-size random samples for each unique key in a `PCollection` of key-values. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/sample.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/sample.py" sample_fixed_size_per_key >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/sample_test.py" samples_per_key >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_SampleFixedSizePerKey" show="sample_fixed_size_per_key" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/aggregation/sum.md b/website/www/site/content/en/documentation/transforms/python/aggregation/sum.md index 9ceda5cbb084a..44f8cadfa9641 100644 --- a/website/www/site/content/en/documentation/transforms/python/aggregation/sum.md +++ b/website/www/site/content/en/documentation/transforms/python/aggregation/sum.md @@ -32,33 +32,17 @@ Then, we get the sum of all the element values in different ways. We use `Combine.Globally()` to get sum of all the element values from the *entire* `PCollection`. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/sum.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/sum.py" sum_globally >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/sum_test.py" total >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_SumGlobally" show="sum_globally" >}} +{{< /playground >}} ### Example 2: Sum of the elements for each key We use `Combine.PerKey()` to get the sum of all the element values for each unique key in a `PCollection` of key-values. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/sum.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/sum.py" sum_per_key >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/sum_test.py" totals_per_key >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_SumPerKey" show="sum_per_ke" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/aggregation/top.md b/website/www/site/content/en/documentation/transforms/python/aggregation/top.md index 8c93499d049b5..06a6107706af4 100644 --- a/website/www/site/content/en/documentation/transforms/python/aggregation/top.md +++ b/website/www/site/content/en/documentation/transforms/python/aggregation/top.md @@ -34,65 +34,33 @@ Then, we get the largest or smallest elements in different ways. We use `Top.Largest()` to get the largest elements from the *entire* `PCollection`. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/top.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/top.py" top_largest >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/top_test.py" largest_elements >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_TopLargest" show="top_largest" >}} +{{< /playground >}} ### Example 2: Largest elements for each key We use `Top.LargestPerKey()` to get the largest elements for each unique key in a `PCollection` of key-values. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/top.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/top.py" top_largest_per_key >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/top_test.py" largest_elements_per_key >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_TopLargestPerKey" show="top_largest_per_key" >}} +{{< /playground >}} ### Example 3: Smallest elements from a PCollection We use `Top.Smallest()` to get the smallest elements from the *entire* `PCollection`. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/top.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/top.py" top_smallest >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/top_test.py" smallest_elements >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_TopSmallest" show="top_smallest" >}} +{{< /playground >}} ### Example 4: Smallest elements for each key We use `Top.SmallestPerKey()` to get the smallest elements for each unique key in a `PCollection` of key-values. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/top.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/top.py" top_smallest_per_key >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/top_test.py" smallest_elements_per_key >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_TopSmallestPerKey" show="top_smallest_per_key" >}} +{{< /playground >}} ### Example 5: Custom elements from a PCollection @@ -101,17 +69,9 @@ We use `Top.Of()` to get elements with customized rules from the *entire* `PColl You can change how the elements are compared with `key`. By default you get the largest elements, but you can get the smallest by setting `reverse=True`. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/top.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/top.py" top_of >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/top_test.py" shortest_elements >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_TopOf" show="top_of" >}} +{{< /playground >}} ### Example 6: Custom elements for each key @@ -120,17 +80,9 @@ We use `Top.PerKey()` to get elements with customized rules for each unique key You can change how the elements are compared with `key`. By default you get the largest elements, but you can get the smallest by setting `reverse=True`. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/aggregation/top.py" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/top.py" top_per_key >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/aggregation/top_test.py" shortest_elements_per_key >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_TopPerKey" show="top_per_key" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/elementwise/filter.md b/website/www/site/content/en/documentation/transforms/python/elementwise/filter.md index 3b1b46e352393..c2c2d56f97437 100644 --- a/website/www/site/content/en/documentation/transforms/python/elementwise/filter.md +++ b/website/www/site/content/en/documentation/transforms/python/elementwise/filter.md @@ -36,34 +36,17 @@ Then, we apply `Filter` in multiple ways to filter out produce by their duration We define a function `is_perennial` which returns `True` if the element's duration equals `'perennial'`, and `False` otherwise. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/filter.py" notebook="examples/notebooks/documentation/transforms/python/elementwise/filter" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/filter.py" filter_function >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/filter_test.py" perennials >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_FilterFunction" show="filter_function" >}} +{{< /playground >}} ### Example 2: Filtering with a lambda function We can also use lambda functions to simplify **Example 1**. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/filter.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/filter" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/filter.py" filter_lambda >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/filter_test.py" perennials >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_FilterLambda" show="filter_lambda" >}} +{{< /playground >}} ### Example 3: Filtering with multiple arguments @@ -72,18 +55,9 @@ They are passed as additional positional arguments or keyword arguments to the f In this example, `has_duration` takes `plant` and `duration` as arguments. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/filter.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/filter" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/filter.py" filter_multiple_arguments >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/filter_test.py" perennials >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_FilterMultipleArguments" show="filter_multiple_arguments" >}} +{{< /playground >}} ### Example 4: Filtering with side inputs as singletons @@ -93,18 +67,9 @@ passing the `PCollection` as a *singleton* accesses that value. In this example, we pass a `PCollection` the value `'perennial'` as a singleton. We then use that value to filter out perennials. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/filter.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/filter" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/filter.py" filter_side_inputs_singleton >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/filter_test.py" perennials >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_FilterSideInputsSingleton" show="filter_side_inputs_singleton" >}} +{{< /playground >}} ### Example 5: Filtering with side inputs as iterators @@ -112,18 +77,9 @@ If the `PCollection` has multiple values, pass the `PCollection` as an *iterator This accesses elements lazily as they are needed, so it is possible to iterate over large `PCollection`s that won't fit into memory. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/filter.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/filter" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/filter.py" filter_side_inputs_iter >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/filter_test.py" valid_plants >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_FilterSideInputsIter" show="filter_side_inputs_iter" >}} +{{< /playground >}} > **Note**: You can pass the `PCollection` as a *list* with `beam.pvalue.AsList(pcollection)`, > but this requires that all the elements fit into memory. @@ -135,18 +91,9 @@ Each element must be a `(key, value)` pair. Note that all the elements of the `PCollection` must fit into memory for this. If the `PCollection` won't fit into memory, use `beam.pvalue.AsIter(pcollection)` instead. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/filter.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/filter" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/filter.py" filter_side_inputs_dict >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/filter_test.py" perennials >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_FilterSideInputsDict" show="filter_side_inputs_dict" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/elementwise/flatmap.md b/website/www/site/content/en/documentation/transforms/python/elementwise/flatmap.md index 15648b986e2f2..0a4f5e7fae071 100644 --- a/website/www/site/content/en/documentation/transforms/python/elementwise/flatmap.md +++ b/website/www/site/content/en/documentation/transforms/python/elementwise/flatmap.md @@ -37,35 +37,17 @@ where each of the output `iterable`'s elements is an element of the resulting `P We use the function `str.split` which takes a single `str` element and outputs a `list` of `str`s. This pipeline splits the input element using whitespaces, creating a list of zero or more elements. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/flatmap" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap.py" flatmap_simple >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap_test.py" plants >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_FlatMapSimple" show="flatmap_simple" >}} +{{< /playground >}} ### Example 2: FlatMap with a function We define a function `split_words` which splits an input `str` element using the delimiter `','` and outputs a `list` of `str`s. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/flatmap" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap.py" flatmap_function >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap_test.py" plants >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_FlatMapFunction" show="flatmap_function" >}} +{{< /playground >}} ### Example 3: FlatMap with a lambda function @@ -73,18 +55,9 @@ For this example, we want to flatten a `PCollection` of lists of `str`s into a ` Each input element is already an `iterable`, where each element is what we want in the resulting `PCollection`. We use a lambda function that returns the same input element it received. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/flatmap" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap.py" flatmap_lambda >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap_test.py" plants >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_FlatMapLambda" show="flatmap_lambda" >}} +{{< /playground >}} ### Example 4: FlatMap with a generator @@ -92,36 +65,18 @@ For this example, we want to flatten a `PCollection` of lists of `str`s into a ` We use a generator to iterate over the input list and yield each of the elements. Each yielded result in the generator is an element in the resulting `PCollection`. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/flatmap" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap.py" flatmap_generator >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap_test.py" plants >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_FlatMapGenerator" show="flatmap_generator" >}} +{{< /playground >}} ### Example 5: FlatMapTuple for key-value pairs If your `PCollection` consists of `(key, value)` pairs, you can use `FlatMapTuple` to unpack them into different function arguments. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/flatmap" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap.py" flatmap_tuple >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap_test.py" plants >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_FlatMapTuple" show="flatmap_tuple" >}} +{{< /playground >}} ### Example 6: FlatMap with multiple arguments @@ -130,18 +85,9 @@ They are passed as additional positional arguments or keyword arguments to the f In this example, `split_words` takes `text` and `delimiter` as arguments. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/flatmap" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap.py" flatmap_multiple_arguments >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap_test.py" plants >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_FlatMapMultipleArguments" show="flatmap_multiple_arguments" >}} +{{< /playground >}} ### Example 7: FlatMap with side inputs as singletons @@ -151,18 +97,9 @@ passing the `PCollection` as a *singleton* accesses that value. In this example, we pass a `PCollection` the value `','` as a singleton. We then use that value as the delimiter for the `str.split` method. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/flatmap" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap.py" flatmap_side_inputs_singleton >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap_test.py" plants >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_FlatMapSideInputSingleton" show="flatmap_side_inputs_singleton" >}} +{{< /playground >}} ### Example 8: FlatMap with side inputs as iterators @@ -170,18 +107,9 @@ If the `PCollection` has multiple values, pass the `PCollection` as an *iterator This accesses elements lazily as they are needed, so it is possible to iterate over large `PCollection`s that won't fit into memory. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/flatmap" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap.py" flatmap_side_inputs_iter >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap_test.py" valid_plants >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_FlatMapSideInputsIter" show="flatmap_side_inputs_iter" >}} +{{< /playground >}} > **Note**: You can pass the `PCollection` as a *list* with `beam.pvalue.AsList(pcollection)`, > but this requires that all the elements fit into memory. @@ -193,18 +121,9 @@ Each element must be a `(key, value)` pair. Note that all the elements of the `PCollection` must fit into memory for this. If the `PCollection` won't fit into memory, use `beam.pvalue.AsIter(pcollection)` instead. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/flatmap" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap.py" flatmap_side_inputs_dict >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/flatmap_test.py" valid_plants >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_FlatMapSideInputsDict" show="flatmap_side_inputs_dict" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/elementwise/keys.md b/website/www/site/content/en/documentation/transforms/python/elementwise/keys.md index d30717d3e814d..91d888dcb00f7 100644 --- a/website/www/site/content/en/documentation/transforms/python/elementwise/keys.md +++ b/website/www/site/content/en/documentation/transforms/python/elementwise/keys.md @@ -28,18 +28,9 @@ Takes a collection of key-value pairs and returns the key of each element. In the following example, we create a pipeline with a `PCollection` of key-value pairs. Then, we apply `Keys` to extract the keys and discard the values. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/keys.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/keys" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/keys.py" keys >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/keys_test.py" icons >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_Keys" show="keys" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/elementwise/kvswap.md b/website/www/site/content/en/documentation/transforms/python/elementwise/kvswap.md index 3c3a25518c82f..62f3748469259 100644 --- a/website/www/site/content/en/documentation/transforms/python/elementwise/kvswap.md +++ b/website/www/site/content/en/documentation/transforms/python/elementwise/kvswap.md @@ -29,18 +29,9 @@ which has each key and value swapped. In the following example, we create a pipeline with a `PCollection` of key-value pairs. Then, we apply `KvSwap` to swap the keys and values. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/kvswap.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/kvswap" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/kvswap.py" kvswap >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/kvswap_test.py" plants >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_KvSwap" show="kvswap" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/elementwise/map.md b/website/www/site/content/en/documentation/transforms/python/elementwise/map.md index d31bbabea2e28..68948ba49fbd5 100644 --- a/website/www/site/content/en/documentation/transforms/python/elementwise/map.md +++ b/website/www/site/content/en/documentation/transforms/python/elementwise/map.md @@ -35,52 +35,25 @@ Then, we apply `Map` in multiple ways to transform every element in the `PCollec We use the function `str.strip` which takes a single `str` element and outputs a `str`. It strips the input element's whitespaces, including newlines and tabs. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/map.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/map" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/map.py" map_simple >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/map_test.py" plants >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_MapSimple" show="map_simple" >}} +{{< /playground >}} ### Example 2: Map with a function We define a function `strip_header_and_newline` which strips any `'#'`, `' '`, and `'\n'` characters from each element. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/map.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/map" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/map.py" map_function >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/map_test.py" plants >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_MapFunction" show="map_function" >}} +{{< /playground >}} ### Example 3: Map with a lambda function We can also use lambda functions to simplify **Example 2**. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/map.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/map" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/map.py" map_lambda >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/map_test.py" plants >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_MapLambda" show="map_lambda" >}} +{{< /playground >}} ### Example 4: Map with multiple arguments @@ -89,36 +62,18 @@ They are passed as additional positional arguments or keyword arguments to the f In this example, `strip` takes `text` and `chars` as arguments. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/map.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/map" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/map.py" map_multiple_arguments >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/map_test.py" plants >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_MapMultipleArguments" show="map_multiple_arguments" >}} +{{< /playground >}} ### Example 5: MapTuple for key-value pairs If your `PCollection` consists of `(key, value)` pairs, you can use `MapTuple` to unpack them into different function arguments. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/map.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/map" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/map.py" map_tuple >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/map_test.py" plants >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_MapTuple" show="map_tuple" >}} +{{< /playground >}} ### Example 6: Map with side inputs as singletons @@ -128,18 +83,9 @@ passing the `PCollection` as a *singleton* accesses that value. In this example, we pass a `PCollection` the value `'# \n'` as a singleton. We then use that value as the characters for the `str.strip` method. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/map.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/map" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/map.py" map_side_inputs_singleton >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/map_test.py" plants >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_MapSideInputsSingleton" show="map_side_inputs_singleton" >}} +{{< /playground >}} ### Example 7: Map with side inputs as iterators @@ -147,18 +93,9 @@ If the `PCollection` has multiple values, pass the `PCollection` as an *iterator This accesses elements lazily as they are needed, so it is possible to iterate over large `PCollection`s that won't fit into memory. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/map.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/map" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/map.py" map_side_inputs_iter >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/map_test.py" plants >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_MapSideInputsIter" show="map_side_inputs_iter" >}} +{{< /playground >}} > **Note**: You can pass the `PCollection` as a *list* with `beam.pvalue.AsList(pcollection)`, > but this requires that all the elements fit into memory. @@ -170,18 +107,9 @@ Each element must be a `(key, value)` pair. Note that all the elements of the `PCollection` must fit into memory for this. If the `PCollection` won't fit into memory, use `beam.pvalue.AsIter(pcollection)` instead. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/map.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/map" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/map.py" map_side_inputs_dict >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/map_test.py" plant_details >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_MapSideInputsDict" show="map_side_inputs_dict" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/elementwise/pardo.md b/website/www/site/content/en/documentation/transforms/python/elementwise/pardo.md index 9c54a83dd24ee..9cb31207e88d5 100644 --- a/website/www/site/content/en/documentation/transforms/python/elementwise/pardo.md +++ b/website/www/site/content/en/documentation/transforms/python/elementwise/pardo.md @@ -41,18 +41,9 @@ which stores the `delimiter` as an object field. The `process` method is called once per element, and it can yield zero or more output elements. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/pardo.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/pardo" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/pardo.py" pardo_dofn >}} -{{}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/pardo_test.py" plants >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_ParDoDoFn" show="pardo_dofn" >}} +{{< /playground >}} ### Example 2: ParDo with timestamp and window information @@ -67,18 +58,9 @@ In this example, we add new parameters to the `process` method to bind parameter [`apache_beam.transforms.window.*Window`](https://beam.apache.org/releases/pydoc/current/apache_beam.transforms.window.html) object. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/pardo.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/pardo" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/pardo.py" pardo_dofn_params >}} -{{}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/pardo_test.py" dofn_params >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_ParDoDoFnParams" show="pardo_dofn_params" >}} +{{< /playground >}} ### Example 3: ParDo with DoFn methods @@ -126,18 +108,9 @@ starts and finishes with `start_bundle` and `finish_bundle`. Note that `teardown` is called as a *best effort* and is *not guaranteed*. For example, if the worker crashes, `teardown` might not be called. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/pardo.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/pardo" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/pardo.py" pardo_dofn_methods >}} -{{}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/pardo_test.py" results >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_ParDoDoFnMethods" show="pardo_dofn_methods" >}} +{{< /playground >}} > *Known issues:* > diff --git a/website/www/site/content/en/documentation/transforms/python/elementwise/partition.md b/website/www/site/content/en/documentation/transforms/python/elementwise/partition.md index fbfe8a99ac524..9a7b27cf383f6 100644 --- a/website/www/site/content/en/documentation/transforms/python/elementwise/partition.md +++ b/website/www/site/content/en/documentation/transforms/python/elementwise/partition.md @@ -46,35 +46,17 @@ and it must return an integer in the range `0` to `num_partitions-1`. In the following example, we have a known list of durations. We partition the `PCollection` into one `PCollection` for every duration type. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/partition.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/partition" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/partition.py" partition_function >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/partition_test.py" partitions >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_PartitionFunction" show="partition_function" >}} +{{< /playground >}} ### Example 2: Partition with a lambda function We can also use lambda functions to simplify **Example 1**. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/partition.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/partition" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/partition.py" partition_lambda >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/partition_test.py" partitions >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_PartitionLambda" show="partition_lambda" >}} +{{< /playground >}} ### Example 3: Partition with multiple arguments @@ -108,18 +90,9 @@ identify the partition index to which that bucket corresponds. This `split_dataset` function is generic enough to support any number of partitions by any ratio. You might want to adapt the bucket assignment to use a more appropriate or randomized hash for your dataset. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/partition.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/partition" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/partition.py" partition_multiple_arguments >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/partition_test.py" train_test >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_PartitionMultipleArguments" show="partition_multiple_arguments" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/elementwise/regex.md b/website/www/site/content/en/documentation/transforms/python/elementwise/regex.md index 6947fd18252ad..339492d9180a2 100644 --- a/website/www/site/content/en/documentation/transforms/python/elementwise/regex.md +++ b/website/www/site/content/en/documentation/transforms/python/elementwise/regex.md @@ -61,18 +61,9 @@ To match until the end of the string, add `'$'` at the end of the regular expres To start matching at any point instead of the beginning of the string, use [`Regex.find(regex)`](#example-4-regex-find). -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/regex" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex.py" regex_matches >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex_test.py" plants_matches >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_RegexMatches" show="regex_matches" >}} +{{< /playground >}} ### Example 2: Regex match with all groups @@ -87,18 +78,9 @@ To match until the end of the string, add `'$'` at the end of the regular expres To start matching at any point instead of the beginning of the string, use [`Regex.find_all(regex, group=Regex.ALL, outputEmpty=False)`](#example-5-regex-find-all). -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/regex" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex.py" regex_all_matches >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex_test.py" plants_all_matches >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_RegexAllMatches" show="regex_all_matches" >}} +{{< /playground >}} ### Example 3: Regex match into key-value pairs @@ -114,18 +96,9 @@ To match until the end of the string, add `'$'` at the end of the regular expres To start matching at any point instead of the beginning of the string, use [`Regex.find_kv(regex, keyGroup)`](#example-6-regex-find-as-key-value-pairs). -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/regex" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex.py" regex_matches_kv >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex_test.py" plants_matches_kv >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_RegexMatchesKV" show="regex_matches_kv" >}} +{{< /playground >}} ### Example 4: Regex find @@ -141,18 +114,9 @@ To match until the end of the string, add `'$'` at the end of the regular expres If you need to match from the start only, consider using [`Regex.matches(regex)`](#example-1-regex-match). -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/regex" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex.py" regex_find >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex_test.py" plants_matches >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_RegexFind" show="regex_find" >}} +{{< /playground >}} ### Example 5: Regex find all @@ -168,18 +132,9 @@ To match until the end of the string, add `'$'` at the end of the regular expres If you need to match all groups from the start only, consider using [`Regex.all_matches(regex)`](#example-2-regex-match-with-all-groups). -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/regex" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex.py" regex_find_all >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex_test.py" plants_find_all >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_RegexFindAll" show="regex_find_all" >}} +{{< /playground >}} ### Example 6: Regex find as key-value pairs @@ -196,18 +151,9 @@ To match until the end of the string, add `'$'` at the end of the regular expres If you need to match as key-value pairs from the start only, consider using [`Regex.matches_kv(regex)`](#example-3-regex-match-into-key-value-pairs). -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/regex" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex.py" regex_find_kv >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex_test.py" plants_find_kv >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_RegexFindKV" show="regex_find_kv" >}} +{{< /playground >}} ### Example 7: Regex replace all @@ -216,18 +162,9 @@ You can also use [backreferences](https://docs.python.org/3/library/re.html?highlight=backreference#re.sub) on the `replacement`. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/regex" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex.py" regex_replace_all >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex_test.py" plants_replace_all >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_RegexReplaceAll" show="regex_replace_all" >}} +{{< /playground >}} ### Example 8: Regex replace first @@ -236,36 +173,18 @@ You can also use [backreferences](https://docs.python.org/3/library/re.html?highlight=backreference#re.sub) on the `replacement`. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/regex" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex.py" regex_replace_first >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex_test.py" plants_replace_first >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_RegexReplaceFirst" show="regex_replace_first" >}} +{{< /playground >}} ### Example 9: Regex split `Regex.split` returns the list of strings that were delimited by the specified regular expression. The argument `outputEmpty` is set to `False` by default, but can be set to `True` to keep empty items in the output list. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/regex" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex.py" regex_split >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/regex_test.py" plants_split >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_RegexSplit" show="regex_split" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/elementwise/runinference-sklearn.md b/website/www/site/content/en/documentation/transforms/python/elementwise/runinference-sklearn.md index 5e3fad1cf419c..af0ce9bd93144 100644 --- a/website/www/site/content/en/documentation/transforms/python/elementwise/runinference-sklearn.md +++ b/website/www/site/content/en/documentation/transforms/python/elementwise/runinference-sklearn.md @@ -33,9 +33,9 @@ The following examples demonstrate how to to create pipelines that use the Beam In this example, we create a pipeline that uses an SKlearn RunInference transform on unkeyed data. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/runinference.py" +{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/runinference_sklearn_unkeyed_model_handler.py" class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/runinference.py" sklearn_unkeyed_model_handler >}} +{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/runinference_sklearn_unkeyed_model_handler.py" sklearn_unkeyed_model_handler >}} {{}} {{< paragraph class="notebook-skip" >}} @@ -50,9 +50,9 @@ Output: In this example, we create a pipeline that uses an SKlearn RunInference transform on keyed data. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/runinference.py" +{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/runinference_sklearn_keyed_model_handler.py" class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/runinference.py" sklearn_keyed_model_handler >}} +{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/runinference_sklearn_keyed_model_handler.py" sklearn_keyed_model_handler >}} {{}} {{< paragraph class="notebook-skip" >}} diff --git a/website/www/site/content/en/documentation/transforms/python/elementwise/runinference.md b/website/www/site/content/en/documentation/transforms/python/elementwise/runinference.md index 39db1aa68d3e3..369b74714424d 100644 --- a/website/www/site/content/en/documentation/transforms/python/elementwise/runinference.md +++ b/website/www/site/content/en/documentation/transforms/python/elementwise/runinference.md @@ -29,11 +29,9 @@ limitations under the License. -Uses models to do local and remote inference. A `RunInference` transform performs inference on a `PCollection` of examples using a machine learning (ML) model. The transform outputs a `PCollection` that contains the input examples and output predictions. +Uses models to do local and remote inference. A `RunInference` transform performs inference on a `PCollection` of examples using a machine learning (ML) model. The transform outputs a `PCollection` that contains the input examples and output predictions. Avaliable in Apache Beam 2.40.0 and later versions. -You must have Apache Beam 2.40.0 or later installed to run these pipelines. - -See more [RunInference API pipeline examples](https://github.com/apache/beam/tree/master/sdks/python/apache_beam/examples/inference). +For more information, read about Beam RunInference APIs on [Machine Learning with Python](https://beam.apache.org/documentation/sdks/python-machine-learning) page and explore [RunInference API pipeline examples](https://github.com/apache/beam/tree/master/sdks/python/apache_beam/examples/inference). ## Examples diff --git a/website/www/site/content/en/documentation/transforms/python/elementwise/tostring.md b/website/www/site/content/en/documentation/transforms/python/elementwise/tostring.md index 4b3d79acada0f..0e25516a31ec0 100644 --- a/website/www/site/content/en/documentation/transforms/python/elementwise/tostring.md +++ b/website/www/site/content/en/documentation/transforms/python/elementwise/tostring.md @@ -35,36 +35,18 @@ expect their input elements to be strings. The following example converts a `(key, value)` pair into a string delimited by `','`. You can specify a different delimiter using the `delimiter` argument. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/tostring.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/tostring" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/tostring.py" tostring_kvs >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/tostring_test.py" plants >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_ToStringKvs" show="tostring_kvs" >}} +{{< /playground >}} ### Example 2: Elements to string The following example converts a dictionary into a string. The string output will be equivalent to `str(element)`. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/tostring.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/tostring" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/tostring.py" tostring_element >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/tostring_test.py" plant_lists >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_ToStringElement" show="tostring_element" >}} +{{< /playground >}} ### Example 3: Iterables to string @@ -73,18 +55,9 @@ into a string delimited by `','`. You can specify a different delimiter using the `delimiter` argument. The string output will be equivalent to `iterable.join(delimiter)`. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/tostring.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/tostring" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/tostring.py" tostring_iterables >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/tostring_test.py" plants_csv >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_ToStringIterables" show="tostring_iterables" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/elementwise/values.md b/website/www/site/content/en/documentation/transforms/python/elementwise/values.md index 63e324c10eb40..8c62f002bb01c 100644 --- a/website/www/site/content/en/documentation/transforms/python/elementwise/values.md +++ b/website/www/site/content/en/documentation/transforms/python/elementwise/values.md @@ -28,18 +28,9 @@ Takes a collection of key-value pairs, and returns the value of each element. In the following example, we create a pipeline with a `PCollection` of key-value pairs. Then, we apply `Values` to extract the values and discard the keys. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/values.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/values" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/values.py" values >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/values_test.py" plants >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_Values" show="values" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/elementwise/withtimestamps.md b/website/www/site/content/en/documentation/transforms/python/elementwise/withtimestamps.md index 51c9c64abc23e..c8e0782efcac1 100644 --- a/website/www/site/content/en/documentation/transforms/python/elementwise/withtimestamps.md +++ b/website/www/site/content/en/documentation/transforms/python/elementwise/withtimestamps.md @@ -33,18 +33,9 @@ The elements themselves often already contain a timestamp field. [Unix timestamp](https://en.wikipedia.org/wiki/Unix_time) in the form of seconds. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/withtimestamps.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/withtimestamps" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/withtimestamps.py" withtimestamps_event_time >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/withtimestamps_test.py" plant_timestamps >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_WithTimestampsEventTime" show="withtimestamps_event_time" >}} +{{< /playground >}} To convert from a [`time.struct_time`](https://docs.python.org/3/library/time.html#time.struct_time) @@ -72,18 +63,9 @@ If each element has a chronological number, these numbers can be used as a [logical clock](https://en.wikipedia.org/wiki/Logical_clock). These numbers have to be converted to a *"seconds"* equivalent, which can be especially important depending on your windowing and late data rules. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/withtimestamps.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/withtimestamps" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/withtimestamps.py" withtimestamps_logical_clock >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/withtimestamps_test.py" plant_events >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_WithTimestampsLogicalClock" show="withtimestamps_logical_clock" >}} +{{< /playground >}} ### Example 3: Timestamp by processing time @@ -93,18 +75,9 @@ Workers might have time deltas, so using this method is not a reliable way to do By using processing time, there is no way of knowing if data is arriving late because the timestamp is attached when the element *enters* into the pipeline. -{{< highlight language="py" file="sdks/python/apache_beam/examples/snippets/transforms/elementwise/withtimestamps.py" - notebook="examples/notebooks/documentation/transforms/python/elementwise/withtimestamps" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/withtimestamps.py" withtimestamps_processing_time >}} -{{< /highlight >}} - -{{< paragraph class="notebook-skip" >}} -Output: -{{< /paragraph >}} - -{{< highlight class="notebook-skip" >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/transforms/elementwise/withtimestamps_test.py" plant_processing_times >}} -{{< /highlight >}} +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_WithTimestampsProcessingTime" show="withtimestamps_processing_time" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/other/create.md b/website/www/site/content/en/documentation/transforms/python/other/create.md index 0ad28d022dc41..5b17c06d96e0f 100644 --- a/website/www/site/content/en/documentation/transforms/python/other/create.md +++ b/website/www/site/content/en/documentation/transforms/python/other/create.md @@ -32,6 +32,9 @@ in parallel. For example, a single element to execute a one-time `ParDo` or a list of filenames to be read. ## Examples -See [Issue 19498](https://github.com/apache/beam/issues/19498) for updates. + +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_Create" show="create" >}} +{{< /playground >}} ## Related transforms diff --git a/website/www/site/content/en/documentation/transforms/python/other/flatten.md b/website/www/site/content/en/documentation/transforms/python/other/flatten.md index d76b5b817ec94..d5c6f354c8b12 100644 --- a/website/www/site/content/en/documentation/transforms/python/other/flatten.md +++ b/website/www/site/content/en/documentation/transforms/python/other/flatten.md @@ -35,7 +35,10 @@ that store the same data type. See more information in the [Beam Programming Guide](/documentation/programming-guide/#flatten). ## Examples -See [Issue 19498](https://github.com/apache/beam/issues/19498) for updates. + +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_Flatten" show="flatten" >}} +{{< /playground >}} ## Related transforms * [FlatMap](/documentation/transforms/python/elementwise/flatmap) applies a simple 1-to-many mapping diff --git a/website/www/site/content/en/documentation/transforms/python/other/windowinto.md b/website/www/site/content/en/documentation/transforms/python/other/windowinto.md index 121d5e4551ae3..46a116c0a8ea6 100644 --- a/website/www/site/content/en/documentation/transforms/python/other/windowinto.md +++ b/website/www/site/content/en/documentation/transforms/python/other/windowinto.md @@ -30,7 +30,10 @@ Logically divides up or groups the elements of a collection into finite windows according to a function. ## Examples -See [Issue 19498](https://github.com/apache/beam/issues/19498) for updates. + +{{< playground height="700px" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_Window" show="window" >}} +{{< /playground >}} ## Related transforms * [GroupByKey](/documentation/transforms/python/aggregation/groupbykey) diff --git a/website/www/site/content/en/get-started/_index.md b/website/www/site/content/en/get-started/_index.md index 21d6886672a79..c436129b066af 100644 --- a/website/www/site/content/en/get-started/_index.md +++ b/website/www/site/content/en/get-started/_index.md @@ -23,18 +23,24 @@ limitations under the License. Learn to use Beam to create data processing pipelines that run on supported processing back-ends: +## [Tour of Beam](https://tour.beam.apache.org) + +Learn Beam with an interactive tour with learning topics covering core Beam concepts +from simple ones to more advanced ones. +You can try examples, do exercises, and solve challenges along the learning journey. + ## [Beam Overview](/get-started/beam-overview) Learn about the Beam model, the currently available Beam SDKs and Runners, and Beam's native I/O connectors. -## Quickstarts for Java, Python, Go, and Typescript +## Quickstarts for Java, Python, Go, and TypeScript Learn how to set up a Beam project and run a simple example Beam pipeline on your local machine. * [Java quickstart](/get-started/quickstart-java) * [Python quickstart](/get-started/quickstart-py) * [Go quickstart](/get-started/quickstart-go) -* [Typescript quickstart](/get-started/quickstart/typescript) +* [TypeScript quickstart](/get-started/quickstart/typescript) ## Example Walkthroughs diff --git a/website/www/site/content/en/get-started/an-interactive-overview-of-beam.md b/website/www/site/content/en/get-started/an-interactive-overview-of-beam.md new file mode 100644 index 0000000000000..af56d31a61d6a --- /dev/null +++ b/website/www/site/content/en/get-started/an-interactive-overview-of-beam.md @@ -0,0 +1,96 @@ +--- +title: "An Interactive Overview of Beam" +--- + + + +# An Interactive Overview of Beam + +Here you can find a collection of the interactive notebooks available for Apache Beam, which are hosted in +[Colab](https://colab.research.google.com). +The notebooks allow you to interactively play with the code and see how your changes affect the pipeline. +You don't need to install anything or modify your computer in any way to use these notebooks. + +You can also [try an Apache Beam pipeline](/get-started/try-apache-beam) using the Java, Python, and Go SDKs. + +## Get started + +### Learn the basics + +In this notebook we go through the basics of what is Apache Beam and how to get started. +We learn what is a data pipeline, a PCollection, a PTransform, as well as some basic transforms like `Map`, `FlatMap`, `Filter`, `Combine`, and `GroupByKey`. + +{{< button-colab url="https://colab.research.google.com/github/apache/beam/blob/master/examples/notebooks/interactive-overview/getting-started.ipynb" >}} + +### Reading and writing data + +In this notebook we go through some examples on how to read and write data to and from different data formats. +We introduce the built-in `ReadFromText` and `WriteToText` transforms. +We also see how we can read from CSV files, read from a SQLite database, write fixed-sized batches of elements, and write windows of elements. + +{{< button-colab url="https://colab.research.google.com/github/apache/beam/blob/master/examples/notebooks/interactive-overview/reading-and-writing-data.ipynb" >}} + +### Windowing + +In this notebook we go through how to aggregate data based on time intervals, or in streaming pipelines. +We introduce the `GlobalWindow`, `FixedWindows`, `SlidingWindows`, and `Sessions`. + +{{< button-colab url="https://colab.research.google.com/github/apache/beam/blob/master/examples/notebooks/interactive-overview/windowing.ipynb" >}} + +### DataFrames + +Beam DataFrames provide a pandas-like [DataFrame](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.html) +API to declare Beam pipelines. +To learn more about Beam DataFrames, take a look at the +[Beam DataFrames overview](/documentation/dsls/dataframes/overview) page. + +{{< button-colab url="https://colab.research.google.com/github/apache/beam/blob/master/examples/notebooks/interactive-overview/dataframes.ipynb" >}} + +## Transforms + +Check the [Python transform catalog](/documentation/transforms/python/overview/) +for a complete list of the available transforms. + +### Element-wise transforms + +#### Map + +Applies a simple one-to-one mapping function over each element in the collection. + +{{< button-colab url="https://colab.research.google.com/github/apache/beam/blob/master/examples/notebooks/documentation/transforms/python/elementwise/map-py.ipynb" >}} + +#### FlatMap + +Applies a simple one-to-many mapping function over each element in the collection. The many elements are flattened into the resulting collection. + +{{< button-colab url="https://colab.research.google.com/github/apache/beam/blob/master/examples/notebooks/documentation/transforms/python/elementwise/flatmap-py.ipynb" >}} + +#### Filter + +Given a predicate, filter out all elements that don’t satisfy that predicate. + +{{< button-colab url="https://colab.research.google.com/github/apache/beam/blob/master/examples/notebooks/documentation/transforms/python/elementwise/filter-py.ipynb" >}} + +#### Partition + +Separates elements in a collection into multiple output collections. + +{{< button-colab url="https://colab.research.google.com/github/apache/beam/blob/master/examples/notebooks/documentation/transforms/python/elementwise/partition-py.ipynb" >}} + +#### ParDo + +A transform for generic parallel processing. It's recommended to use `Map`, `FlatMap`, `Filter` or other more specific transforms when possible. + +{{< button-colab url="https://colab.research.google.com/github/apache/beam/blob/master/examples/notebooks/documentation/transforms/python/elementwise/pardo-py.ipynb" >}} diff --git a/website/www/site/content/en/get-started/beam-overview.md b/website/www/site/content/en/get-started/beam-overview.md index 517a294b9118d..c4f3eba48a1a9 100644 --- a/website/www/site/content/en/get-started/beam-overview.md +++ b/website/www/site/content/en/get-started/beam-overview.md @@ -66,7 +66,7 @@ Get started using Beam for your data processing tasks. > If you already know [Apache Spark](https://spark.apache.org/), > check our [Getting started from Apache Spark](/get-started/from-spark) page. -1. Take the [Tour of Beam](/get-started/tour-of-beam) as an online interactive learning experience. +1. Take the [Tour of Beam](https://tour.beam.apache.org/) as an online interactive learning experience. 1. Follow the Quickstart for the [Java SDK](/get-started/quickstart-java), the [Python SDK](/get-started/quickstart-py), or the [Go SDK](/get-started/quickstart-go). diff --git a/website/www/site/content/en/get-started/downloads.md b/website/www/site/content/en/get-started/downloads.md index 35acb147f1100..a0762fd2ea932 100644 --- a/website/www/site/content/en/get-started/downloads.md +++ b/website/www/site/content/en/get-started/downloads.md @@ -96,10 +96,18 @@ versions denoted `0.x.y`. ## Releases +### 2.49.0 (2023-07-17) +Official [source code download](https://downloads.apache.org/beam/2.49.0/apache-beam-2.49.0-source-release.zip). +[SHA-512](https://downloads.apache.org/beam/2.49.0/apache-beam-2.49.0-source-release.zip.sha512). +[signature](https://downloads.apache.org/beam/2.49.0/apache-beam-2.49.0-source-release.zip.asc). + +[Release notes](https://github.com/apache/beam/releases/tag/v2.49.0) +[Blog post](/blog/beam-2.49.0). + ### 2.48.0 (2023-05-31) -Official [source code download](https://downloads.apache.org/beam/2.48.0/apache-beam-2.48.0-source-release.zip). -[SHA-512](https://downloads.apache.org/beam/2.48.0/apache-beam-2.48.0-source-release.zip.sha512). -[signature](https://downloads.apache.org/beam/2.48.0/apache-beam-2.48.0-source-release.zip.asc). +Official [source code download](https://archive.apache.org/dist/beam/2.48.0/apache-beam-2.48.0-source-release.zip). +[SHA-512](https://archive.apache.org/dist/beam/2.48.0/apache-beam-2.48.0-source-release.zip.sha512). +[signature](https://archive.apache.org/dist/beam/2.48.0/apache-beam-2.48.0-source-release.zip.asc). [Release notes](https://github.com/apache/beam/releases/tag/v2.48.0) [Blog post](/blog/beam-2.48.0). diff --git a/website/www/site/content/en/get-started/quickstart-go.md b/website/www/site/content/en/get-started/quickstart-go.md index c2504205aa6c5..bf9a711ed6561 100644 --- a/website/www/site/content/en/get-started/quickstart-go.md +++ b/website/www/site/content/en/get-started/quickstart-go.md @@ -25,21 +25,13 @@ If you're interested in contributing to the Apache Beam Go codebase, see the [Co ## Set up your environment -The Beam SDK for Go requires `go` version 1.19 or newer. It can be downloaded [here](https://golang.org/). Check that you have version 1.19 by running: +The Beam SDK for Go requires `go` version 1.19 or newer. It can be downloaded [here](https://golang.org/). Check that you have at least version 1.19 by running: {{< highlight >}} $ go version {{< /highlight >}} -## Get the SDK and the examples - -The easiest way to obtain the Apache Beam Go SDK is via `go get`: - -{{< highlight >}} -$ go get -u github.com/apache/beam/sdks/v2/go/pkg/beam -{{< /highlight >}} - -For development of the Go SDK itself, see [BUILD.md](https://github.com/apache/beam/blob/master/sdks/go/BUILD.md) for details. +If you are unfamiliar with Go, see the [Get Started With Go Tutorial](https://go.dev/doc/tutorial/getting-started). ## Run wordcount @@ -51,22 +43,18 @@ required arguments described in the examples. For example, to run `wordcount`, run: {{< runner direct >}} -$ go install github.com/apache/beam/sdks/v2/go/examples/wordcount -$ wordcount --input --output counts +$ go run github.com/apache/beam/sdks/v2/go/examples/wordcount@latest --input "gs://apache-beam-samples/shakespeare/kinglear.txt" --output counts +$ less counts {{< /runner >}} {{< runner dataflow >}} -$ go install github.com/apache/beam/sdks/v2/go/examples/wordcount -# As part of the initial setup, for non linux users - install package unix before run -$ go get -u golang.org/x/sys/unix -$ wordcount --input gs://dataflow-samples/shakespeare/kinglear.txt \ +$ go run github.com/apache/beam/sdks/v2/go/examples/wordcount@latest --input gs://dataflow-samples/shakespeare/kinglear.txt \ --output gs:///counts \ --runner dataflow \ --project your-gcp-project \ --region your-gcp-region \ --temp_location gs:///tmp/ \ - --staging_location gs:///binaries/ \ - --worker_harness_container_image=apache/beam_go_sdk:latest + --staging_location gs:///binaries/ {{< /runner >}} {{< runner spark >}} @@ -75,8 +63,7 @@ $ wordcount --input gs://dataflow-samples/shakespeare/kinglear.txt \ $ ./gradlew :runners:spark:3:job-server:runShadow -PsparkMasterUrl=spark://localhost:7077 # In a separate terminal, run: -$ go install github.com/apache/beam/sdks/v2/go/examples/wordcount -$ wordcount --input \ +$ go run github.com/apache/beam/sdks/v2/go/examples/wordcount@latest --input \ --output counts \ --runner spark \ --endpoint localhost:8099 @@ -87,6 +74,7 @@ $ wordcount --input \ * Learn more about the [Beam SDK for Go](/documentation/sdks/go/) and look through the [godoc](https://pkg.go.dev/github.com/apache/beam/sdks/v2/go/pkg/beam). * Walk through these WordCount examples in the [WordCount Example Walkthrough](/get-started/wordcount-example). +* Clone the [Beam Go starter project](https://github.com/apache/beam-starter-go). * Take a self-paced tour through our [Learning Resources](/documentation/resources/learning-resources). * Dive in to some of our favorite [Videos and Podcasts](/get-started/resources/videos-and-podcasts). * Join the Beam [users@](/community/contact-us) mailing list. diff --git a/website/www/site/content/en/get-started/quickstart-py.md b/website/www/site/content/en/get-started/quickstart-py.md index bd6fd3eaa0db0..9376606b916e2 100644 --- a/website/www/site/content/en/get-started/quickstart-py.md +++ b/website/www/site/content/en/get-started/quickstart-py.md @@ -23,7 +23,7 @@ If you're interested in contributing to the Apache Beam Python codebase, see the {{< toc >}} -The Python SDK supports Python 3.7, 3.8, 3.9 and 3.10. Beam 2.38.0 was the last release with support for Python 3.6. +The Python SDK supports Python 3.8, 3.9, 3.10 and 3.11. Beam 2.48.0 was the last release with support for Python 3.7. ## Set up your environment @@ -142,6 +142,7 @@ sequentially in the format `counts-0000-of-0001`. * Learn more about the [Beam SDK for Python](/documentation/sdks/python/) and look through the [Python SDK API reference](https://beam.apache.org/releases/pydoc). +* Get [An Interactive Overview of Beam](/get-started/an-interactive-overview-of-beam) * Walk through these WordCount examples in the [WordCount Example Walkthrough](/get-started/wordcount-example). * Take a self-paced tour through our [Learning Resources](/documentation/resources/learning-resources). * Dive in to some of our favorite [Videos and Podcasts](/get-started/resources/videos-and-podcasts). diff --git a/website/www/site/content/en/get-started/resources/learning-resources.md b/website/www/site/content/en/get-started/resources/learning-resources.md index e435a07b2874a..abd4566f4d3c0 100644 --- a/website/www/site/content/en/get-started/resources/learning-resources.md +++ b/website/www/site/content/en/get-started/resources/learning-resources.md @@ -80,6 +80,16 @@ If you have additional material that you would like to see here, please let us k * **[Timely and Stateful Processing](/blog/2017/08/28/timely-processing.html)** - An example on how to do batched RPC calls. The call requests are stored in a mutable state as they are received. Once there are either enough requests or a certain time has passed, the batch of requests is triggered to be sent. * **[Running External Libraries](https://cloud.google.com/blog/products/gcp/running-external-libraries-with-cloud-dataflow-for-grid-computing-workloads)** - Call an external library written in a language that does not have a native SDK in Apache Beam such as C++. +## Videos {#videos} + +* **[Getting Started with Apache Beam](https://www.youtube.com/playlist?list=PLIivdWyY5sqIEiHGunZXg_yoS7unlHNJt)** - Five part video series for understanding basic to advanced concepts. +* See more [Videos and Podcasts](/get-started/resources/videos-and-podcasts/) + +## Courses {#courses} + +* **[Beam College](https://beamcollege.dev/)** -- Free live and recorded lessons for learning Beam and data processing. +* **[Serverless Data Processing](https://www.coursera.org/specializations/serverless-data-processing-with-dataflow)** - Course specialized for Dataflow runner. + ## Books {#books} ### Building Big Data Pipelines with Apache Beam @@ -90,6 +100,14 @@ If you have additional material that you would like to see here, please let us k **[Streaming Systems: The What, Where, When, and How of Large-Scale Data Processing](https://learning.oreilly.com/library/view/streaming-systems/9781491983867/)** by Tyler Akidau, Slava Chernyak, Reuven Lax. (August 2018). Expanded from Tyler Akidau’s popular blog posts "Streaming 101" and "Streaming 102", this book takes you from an introductory level to a nuanced understanding of the what, where, when, and how of processing real-time data streams. + +## Certifications {#certifications} + +### Getting Started with Apache Beam Quest + +**[Get Started with Apache Beam](https://www.cloudskillsboost.google/quests/310)** This quest includes four labs that teach you how to write and test Apache Beam pipelines. Three of the labs use Java and one uses Python. Each lab takes about 1.5 hours to complete. When you complete the quest, you're granted a badge that you can use to show your Beam expertise. + + ## Interactive Labs {#interactive-labs} ### Java diff --git a/website/www/site/content/en/get-started/tour-of-beam.md b/website/www/site/content/en/get-started/tour-of-beam.md index 80dcb7eb21def..0deca6be0b91a 100644 --- a/website/www/site/content/en/get-started/tour-of-beam.md +++ b/website/www/site/content/en/get-started/tour-of-beam.md @@ -1,5 +1,5 @@ --- -title: "Tour of Beam" +title: "The Tour of Beam" --- -# Tour of Beam +# The Tour of Beam -Here you can find a collection of the interactive notebooks available for Apache Beam, which are hosted in -[Colab](https://colab.research.google.com). -The notebooks allow you to interactively play with the code and see how your changes affect the pipeline. -You don't need to install anything or modify your computer in any way to use these notebooks. - -You can also [try an Apache Beam pipeline](/get-started/try-apache-beam) using the Java, Python, and Go SDKs. - -## Get started - -### Learn the basics - -In this notebook we go through the basics of what is Apache Beam and how to get started. -We learn what is a data pipeline, a PCollection, a PTransform, as well as some basic transforms like `Map`, `FlatMap`, `Filter`, `Combine`, and `GroupByKey`. - -{{< button-colab url="https://colab.research.google.com/github/apache/beam/blob/master/examples/notebooks/tour-of-beam/getting-started.ipynb" >}} - -### Reading and writing data - -In this notebook we go through some examples on how to read and write data to and from different data formats. -We introduce the built-in `ReadFromText` and `WriteToText` transforms. -We also see how we can read from CSV files, read from a SQLite database, write fixed-sized batches of elements, and write windows of elements. - -{{< button-colab url="https://colab.research.google.com/github/apache/beam/blob/master/examples/notebooks/tour-of-beam/reading-and-writing-data.ipynb" >}} - -### Windowing - -In this notebook we go through how to aggregate data based on time intervals, or in streaming pipelines. -We introduce the `GlobalWindow`, `FixedWindows`, `SlidingWindows`, and `Sessions`. - -{{< button-colab url="https://colab.research.google.com/github/apache/beam/blob/master/examples/notebooks/tour-of-beam/windowing.ipynb" >}} - -### DataFrames - -Beam DataFrames provide a pandas-like [DataFrame](https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.html) -API to declare Beam pipelines. -To learn more about Beam DataFrames, take a look at the -[Beam DataFrames overview](/documentation/dsls/dataframes/overview) page. - -{{< button-colab url="https://colab.research.google.com/github/apache/beam/blob/master/examples/notebooks/tour-of-beam/dataframes.ipynb" >}} - -## Transforms - -Check the [Python transform catalog](/documentation/transforms/python/overview/) -for a complete list of the available transforms. - -### Element-wise transforms - -#### Map - -Applies a simple one-to-one mapping function over each element in the collection. - -{{< button-colab url="https://colab.research.google.com/github/apache/beam/blob/master/examples/notebooks/documentation/transforms/python/elementwise/map-py.ipynb" >}} - -#### FlatMap - -Applies a simple one-to-many mapping function over each element in the collection. The many elements are flattened into the resulting collection. - -{{< button-colab url="https://colab.research.google.com/github/apache/beam/blob/master/examples/notebooks/documentation/transforms/python/elementwise/flatmap-py.ipynb" >}} - -#### Filter - -Given a predicate, filter out all elements that don’t satisfy that predicate. - -{{< button-colab url="https://colab.research.google.com/github/apache/beam/blob/master/examples/notebooks/documentation/transforms/python/elementwise/filter-py.ipynb" >}} - -#### Partition - -Separates elements in a collection into multiple output collections. - -{{< button-colab url="https://colab.research.google.com/github/apache/beam/blob/master/examples/notebooks/documentation/transforms/python/elementwise/partition-py.ipynb" >}} - -#### ParDo - -A transform for generic parallel processing. It's recommended to use `Map`, `FlatMap`, `Filter` or other more specific transforms when possible. - -{{< button-colab url="https://colab.research.google.com/github/apache/beam/blob/master/examples/notebooks/documentation/transforms/python/elementwise/pardo-py.ipynb" >}} +The "Tour of Beam" is an interactive way of learning to write Beam code with a sandbox, where you can write and run pipelines while walking through various concepts. Please [click here](https://tour.beam.apache.org/) to try it out. \ No newline at end of file diff --git a/website/www/site/content/en/get-started/try-beam-playground.md b/website/www/site/content/en/get-started/try-beam-playground.md index 354f9594a613f..731d54cf5d43c 100644 --- a/website/www/site/content/en/get-started/try-beam-playground.md +++ b/website/www/site/content/en/get-started/try-beam-playground.md @@ -32,78 +32,7 @@ You can try the available Apache Beam examples at {{< playground_snippet language="scio" path="SDK_SCIO_MinimalWordCount" >}} {{< /playground >}} -## How To Add New Examples - -To add an Apache Beam example/test/kata into Beam Playground catalog, -add the `beam-playground` tag into the file to be added. -`beam-playground` tag is a yaml format comment: - -{{< highlight java >}} -// beam-playground: -// name: Name of the example/test/kata -// description: Description of the example/test/kata -// multifile: false -// pipeline_options: --option1 value1 --option2 value2 -// default_example: false -// context_line: 10 -// categories: -// - category 1 -// - category 2 -// - category N - -// example code -{{< /highlight >}} -{{< highlight py >}} -# beam-playground: -# name: Name of the example/test/kata -# description: Description of the example/test/kata -# multifile: false -# pipeline_options: --option1 value1 --option2 value2 -# default_example: false -# context_line: 10 -# categories: -# - category 1 -# - category 2 -# - category N - -# example code -{{< /highlight >}} -{{< highlight go >}} -// beam-playground: -// name: Name of the example/test/kata -// description: Description of the example/test/kata -// multifile: false -// pipeline_options: --option1 value1 --option2 value2 -// default_example: false -// context_line: 10 -// categories: -// - category 1 -// - category 2 -// - category N - -// example code -{{< /highlight >}} - -The 'beam-playground' tag consists of the following **required** elements: - -- `beam-playground` - tag title. -- `name` - string field. Name of the Beam example/test/kata that will be displayed in the Beam Playground -examples catalog. -- `description` - string field. Description of the Beam example/test/kata that will be displayed in Beam Playground. -- `multifile` - boolean field. Specifies if the given example consists of multiple files or not. -- `pipeline_options` - string field (optional). Contains information about pipeline options of the Beam example/test/kata. -- `default_example` - boolean field (optional). Specifies if the given example is default or not. If some example is tagged - as default it means that this example is shown when its SDK is chosen in Beam Playground. - Only one example can be set as a default for each SDK. -- `context_line` - integer field. The line where the main part of the Beam example/test/kata begins. -- `categories` - list type field. -Lists categories this example is included into. Available categories are listed in -[playground/categories.yaml](https://github.com/apache/beam/blob/master/playground/categories.yaml). -If some Beam example/kata/test needs to add a new category, then please submit PR with the changes to `categories.yaml`. -After the category has been added, it can be used in the examples. - -More details on examples in Apache Beam Playground can be found -[here](https://docs.google.com/document/d/1LBeGVTYwJHYbtmLt06OjhBR1CJ1Wgz18MEZjvNkuofc/edit?usp=sharing). +See [here](https://github.com/apache/beam/blob/master/playground/load_your_code.md) for adding new examples. ## Next Steps diff --git a/website/www/site/content/en/get-started/wordcount-example.md b/website/www/site/content/en/get-started/wordcount-example.md index 332473d367dd7..e91226c247cac 100644 --- a/website/www/site/content/en/get-started/wordcount-example.md +++ b/website/www/site/content/en/get-started/wordcount-example.md @@ -123,7 +123,7 @@ sections, we will specify the pipeline's runner. {{< /highlight >}} {{< highlight py >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets.py" examples_wordcount_minimal_options >}} +{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets_examples_wordcount_minimal.py" examples_wordcount_minimal_options >}} {{< /highlight >}} {{< paragraph class="language-java language-py" >}} @@ -143,7 +143,7 @@ Pipeline p = Pipeline.create(options); {{< /highlight >}} {{< highlight py >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets.py" examples_wordcount_minimal_create >}} +{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets_examples_wordcount_minimal.py" examples_wordcount_minimal_create >}} {{< /highlight >}} {{< highlight go >}} @@ -179,7 +179,7 @@ p.apply(TextIO.read().from("gs://apache-beam-samples/shakespeare/*")) {{< /highlight >}} {{< highlight py >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets.py" examples_wordcount_minimal_read >}} +{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets_examples_wordcount_minimal.py" examples_wordcount_minimal_read >}} {{< /highlight >}} {{< highlight go >}} @@ -204,7 +204,7 @@ lines := textio.Read(s, "gs://apache-beam-samples/shakespeare/*") {{< highlight py >}} # The Flatmap transform is a simplified version of ParDo. -{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets.py" examples_wordcount_minimal_pardo >}} +{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets_examples_wordcount_minimal.py" examples_wordcount_minimal_pardo >}} {{< /highlight >}} {{< highlight go >}} @@ -231,7 +231,7 @@ words := beam.ParDo(s, func(line string, emit func(string)) { {{< /highlight >}} {{< highlight py >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets.py" examples_wordcount_minimal_count >}} +{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets_examples_wordcount_minimal.py" examples_wordcount_minimal_count >}} {{< /highlight >}} {{< highlight go >}} @@ -253,7 +253,7 @@ counted := stats.Count(s, words) {{< /highlight >}} {{< highlight py >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets.py" examples_wordcount_minimal_map >}} +{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets_examples_wordcount_minimal.py" examples_wordcount_minimal_map >}} {{< /highlight >}} {{< highlight go >}} @@ -272,7 +272,7 @@ formatted := beam.ParDo(s, func(w string, c int) string { {{< /highlight >}} {{< highlight py >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets.py" examples_wordcount_minimal_write >}} +{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets_examples_wordcount_minimal.py" examples_wordcount_minimal_write >}} {{< /highlight >}} {{< highlight go >}} @@ -320,6 +320,14 @@ Note that the `run` method is asynchronous. For a blocking execution, call the returned by the call to `run`. {{< /paragraph >}} +### Try the full example in Playground + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_MinimalWordCount" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_WordCountMinimal" >}} +{{< playground_snippet language="go" path="SDK_GO_MinimalWordCount" >}} +{{< /playground >}} + ## WordCount example This WordCount example introduces a few recommended programming practices that @@ -529,7 +537,7 @@ static class ExtractWordsFn extends DoFn { {{< highlight py >}} # In this example, the DoFns are defined as classes: -{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets.py" examples_wordcount_wordcount_dofn >}} +{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets_examples_wordcount_wordcount.py" examples_wordcount_wordcount_dofn >}} {{< /highlight >}} {{< highlight go >}} @@ -598,7 +606,7 @@ public static void main(String[] args) throws IOException { {{< /highlight >}} {{< highlight py >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets.py" examples_wordcount_wordcount_composite >}} +{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets_examples_wordcount_wordcount.py" examples_wordcount_wordcount_composite >}} {{< /highlight >}} {{< highlight go >}} @@ -647,7 +655,7 @@ public static void main(String[] args) { {{< /highlight >}} {{< highlight py >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets.py" examples_wordcount_wordcount_options >}} +{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets_examples_wordcount_wordcount.py" examples_wordcount_wordcount_options >}} {{< /highlight >}} {{< highlight go >}} @@ -662,6 +670,14 @@ func main() { ... {{< /highlight >}} +### Try the full example in Playground + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_WordCount" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_WordCount" >}} +{{< playground_snippet language="go" path="SDK_GO_WordCount" >}} +{{< /playground >}} + ## DebuggingWordCount example The DebuggingWordCount example demonstrates some best practices for @@ -844,7 +860,7 @@ public class DebuggingWordCount { {{< /highlight >}} {{< highlight py >}} -{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets.py" example_wordcount_debugging_logging >}} +{{< code_sample "sdks/python/apache_beam/examples/snippets/snippets_examples_wordcount_debugging.py" example_wordcount_debugging_logging >}} {{< /highlight >}} {{< highlight go >}} @@ -976,6 +992,14 @@ See [DebuggingWordCountTest](https://github.com/apache/beam/blob/master/examples for an example unit test. {{< /paragraph >}} +### Try the full example in Playground + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_DebuggingWordCount" >}} +{{< playground_snippet language="py" path="SDK_PYTHON_WordCountDebugging" >}} +{{< playground_snippet language="go" path="SDK_GO_DebuggingWordCount" >}} +{{< /playground >}} + ## WindowedWordCount example The WindowedWordCount example counts words in text just as the previous @@ -1325,6 +1349,15 @@ word_counts = windowed_words | CountWords() counted := wordcount.CountWords(s, windowedLines) {{< /highlight >}} +{{< paragraph class="language-java language-go" >}} +### Try the full example in Playground +{{< /paragraph >}} + +{{< playground height="700px" >}} +{{< playground_snippet language="java" path="SDK_JAVA_WindowedWordCount" >}} +{{< playground_snippet language="go" path="SDK_GO_WindowedWordCount" >}} +{{< /playground >}} + ## StreamingWordCount example The StreamingWordCount example is a streaming pipeline that reads Pub/Sub diff --git a/website/www/site/data/authors.yml b/website/www/site/data/authors.yml index ec566a1b2b94d..0458bda2c9631 100644 --- a/website/www/site/data/authors.yml +++ b/website/www/site/data/authors.yml @@ -28,6 +28,9 @@ angoenka: anton: name: Anton Kedin email: anton@apache.org +bvolpato: + name: Bruno Volpato + email: bvolpato@google.com ccy: name: Charles Chen email: ccy@apache.org @@ -245,6 +248,10 @@ alexkosolapov: hermannb: name: Brittany Hermann email: hermannb@google.com +svetakvsundhar: + name: Svetak Sundhar + email: svetaksundhar@google.com + twitter: svetaksundhar iht: name: Israel Herraiz email: ihr@google.com @@ -256,3 +263,9 @@ sysede: name: Danielle Syse email: syse@google.com linkedin: desyse +riteshghorse: + name: Ritesh Ghorse + email: riteshghorse@apache.org +yhu: + name: Yi Hu + email: yhu@apache.org diff --git a/website/www/site/data/en/quotes.yaml b/website/www/site/data/en/quotes.yaml index a09cd35d85f3f..550ceade4cc11 100644 --- a/website/www/site/data/en/quotes.yaml +++ b/website/www/site/data/en/quotes.yaml @@ -11,6 +11,16 @@ # limitations under the License. #Cards with quotes will be displayed by the order listed, e.g., first card will display the first quote +- text: HSBC leveraged Apache Beam as a computational platform and a risk engine that enabled 100x scaling, 2x faster performance, and simplified data distribution for assessing and managing XVA and counterparty credit risk at HSBC’s global scale. + icon: icons/quote-icon.svg + logoUrl: images/logos/powered-by/hsbc.png + linkUrl: case-studies/hsbc/index.html + linkText: Learn more +- text: Apache Beam supports Project Shield's mission to protect freedom of speech and make the web a safer space by enabling ~2x streaming efficiency at >10,000 QPS and real-time visibility into attack data for their >3K customers. + icon: icons/quote-icon.svg + logoUrl: images/logos/powered-by/project_shield.png + linkUrl: case-studies/projectshield/index.html + linkText: Learn more - text: Apache Beam powers the Booking.com global ad bidding for performance marketing and scans 2PB+ of data daily, accelerating processing by an eye-opening 36x and expediting time-to-market by as much as 4x. icon: icons/quote-icon.svg logoUrl: images/logos/powered-by/booking.png diff --git a/website/www/site/i18n/home/en.yaml b/website/www/site/i18n/home/en.yaml index faeb4083f9641..98177f280e6e7 100644 --- a/website/www/site/i18n/home/en.yaml +++ b/website/www/site/i18n/home/en.yaml @@ -24,6 +24,8 @@ translation: "Go Quickstart" - id: home-playground translation: "Try Playground" +- id: home-tour-of-beam + translation: "Tour of Beam" - id: home-hero-blog-title translation: "The latest from the blog" - id: home-cards-title diff --git a/website/www/site/layouts/index.html b/website/www/site/layouts/index.html index f1c8ce0734b60..99254978ccd2b 100644 --- a/website/www/site/layouts/index.html +++ b/website/www/site/layouts/index.html @@ -124,7 +124,7 @@

- {{ range first 2 (after 1 (where .Site.Pages.ByPublishDate.Reverse "Section" "blog")) }} + {{ range first 2 (where .Site.Pages.ByPublishDate.Reverse "Section" "blog") }}
@@ -233,7 +233,10 @@

{{ T "home-go-quickstart" }}

- {{ T "home-playground" }} + {{ T "home-playground" }} +
+
+ {{ T "home-tour-of-beam" }}
{{ end }} diff --git a/website/www/site/layouts/partials/header.html b/website/www/site/layouts/partials/header.html index af0dad07462f3..3fa8bdc9455c3 100644 --- a/website/www/site/layouts/partials/header.html +++ b/website/www/site/layouts/partials/header.html @@ -202,12 +202,37 @@ -