Send alert/Logic apps if Azure ML pipeline Completed with Azure ML Pipeline Outputs attached to email
I am trying to add an alert/logic apps if Azure ML pipeline completed with Azure ML Output attached in email. It looks that one of the ways is to create a monitor in the Azure Portal and other way is to create Logic apps. If i use Azure Monitor - Alerts , is there any eventtype like 'JobCompleted' ?
AmlComputeJobEvent
| where ExperimentName == 'mslearn-train-diabetes'
| where EventType == 'JobCompleted'
Can you please suggest ?
Solution
To get the status you can use below design:
Then:
https://management.azure.com/subscriptions/<subid>/resourceGroups/<rgname>/providers/Microsoft.MachineLearningServices/workspaces/<workspacename>/jobs/<runidorjobid>?api-version=2024-04-01
Given Below roles for Logic app Manged Identity:
AzureML Compute Operator
AzureML Metrics Writer
Monitoring Contributor
then:
In Parse_Json:
{
"type": "object",
"properties": {
"id": {
"type": "string"
},
"name": {
"type": "string"
},
"type": {
"type": "string"
},
"properties": {
"type": "object",
"properties": {
"description": {
"type": "string"
},
"tags": {
"type": "object",
"properties": {}
},
"properties": {
"type": "object",
"properties": {
"azureml.runsource": {
"type": "string"
},
"runSource": {
"type": "string"
},
"runType": {
"type": "string"
},
"azureml.parameters": {
"type": "string"
},
"azureml.continue_on_step_failure": {
"type": "string"
},
"azureml.continue_on_failed_optional_input": {
"type": "string"
},
"azureml.defaultComputeName": {
"type": "string"
},
"azureml.defaultDataStoreName": {
"type": "string"
},
"azureml.pipelineComponent": {
"type": "string"
},
"azureml.pipelines.stages": {
"type": "string"
}
}
},
"displayName": {
"type": "string"
},
"status": {
"type": "string"
},
"experimentName": {
"type": "string"
},
"services": {
"type": "object",
"properties": {
"Tracking": {
"type": "object",
"properties": {
"jobServiceType": {
"type": "string"
},
"port": {},
"endpoint": {
"type": "string"
},
"status": {},
"errorMessage": {},
"properties": {},
"nodes": {}
}
},
"Studio": {
"type": "object",
"properties": {
"jobServiceType": {
"type": "string"
},
"port": {},
"endpoint": {
"type": "string"
},
"status": {},
"errorMessage": {},
"properties": {},
"nodes": {}
}
}
}
},
"computeId": {},
"isArchived": {
"type": "boolean"
},
"identity": {},
"componentId": {},
"notificationSetting": {},
"jobType": {
"type": "string"
},
"settings": {},
"jobs": {},
"inputs": {},
"outputs": {},
"sourceJobId": {}
}
},
"systemData": {
"type": "object",
"properties": {
"createdAt": {
"type": "string"
},
"createdBy": {
"type": "string"
},
"createdByType": {
"type": "string"
}
}
}
}
}
Output:
If you only want mail when status is completed, use condition action and in that check the body('Parse_JSON')?['properties']?['status'] is equal to Completed, In true use Outlook action.
Alternatively, you can use below Trigger and followed Document:
then parse the json output of trigger and then send it as mail.
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