From 3d7c8094477345f6b6e31b47bc97e87f11f01aae Mon Sep 17 00:00:00 2001
From: rahul188 <rahulkuchhadia@gmail.com>
Date: Thu, 28 Sep 2023 16:59:30 +0530
Subject: [PATCH] [Product Partnerships] Added New Alert For Azure ML

---
 .../ModelDeployFailed.yml                     | 33 +++++++++++++++++++
 .../azure/azure-machine-learning/config.yml   |  4 +--
 2 files changed, 35 insertions(+), 2 deletions(-)
 create mode 100644 alert-policies/azure-machine-learning/ModelDeployFailed.yml

diff --git a/alert-policies/azure-machine-learning/ModelDeployFailed.yml b/alert-policies/azure-machine-learning/ModelDeployFailed.yml
new file mode 100644
index 0000000000..6e66d86f62
--- /dev/null
+++ b/alert-policies/azure-machine-learning/ModelDeployFailed.yml
@@ -0,0 +1,33 @@
+name: Model Deployment Failed
+
+description: |+
+  This alert is triggered if the number of Failure exceeds 20 within 10 minutes.
+type: STATIC
+nrql:
+  query: "FROM Metric SELECT sum(azure.machinelearningservices.workspaces.ModelDeployFailed) AS 'ModelDeployFailed'"
+
+# Function used to aggregate the NRQL query value(s) for comparison to the terms.threshold (Default: SINGLE_VALUE)
+valueFunction: SINGLE_VALUE
+
+# List of Critical and Warning thresholds for the condition
+terms:
+  - priority: CRITICAL
+    # Operator used to compare against the threshold.
+    operator: ABOVE
+    # Value that triggers a violation
+    threshold: 20
+    # Time in seconds; 120 - 3600
+    thresholdDuration: 600
+    # How many data points must be in violation for the duration
+    thresholdOccurrences: ALL
+
+  # Adding a Warning threshold is optional
+  - priority: WARNING
+    operator: ABOVE
+    threshold: 10
+    thresholdDuration: 600
+    thresholdOccurrences: ALL
+
+# Duration after which a violation automatically closes
+# Time in seconds; 300 - 2592000 (Default: 86400 [1 day])
+violationTimeLimitSeconds: 86400
\ No newline at end of file
diff --git a/quickstarts/azure/azure-machine-learning/config.yml b/quickstarts/azure/azure-machine-learning/config.yml
index 1055214a7f..ec1eff9ebb 100644
--- a/quickstarts/azure/azure-machine-learning/config.yml
+++ b/quickstarts/azure/azure-machine-learning/config.yml
@@ -1,6 +1,6 @@
 id: 7b419a4e-f2e7-4e2d-b0fc-130cd8e942c4
 slug: azure-machine-learning
-title: Azure Machine Learning
+title: Azure Machine Learning Through Azure Monitor Integration
 description: |-
   ## What is Azure Machine Learning?
 
@@ -18,7 +18,7 @@ description: |-
 
   Start ingesting your Azure data today and get immediate access to our visualization dashboards so you can optimize your Azure service.
 summary: |-
-  Monitor Azure Machine Learning by connecting Azure to New Relic
+  Monitor Azure Machine Learning Through Azure Monitor Integration by connecting Azure to New Relic
 icon: logo.png
 level: New Relic
 authors: