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templates/Databricks - Run Serverless Notebook/Databricks - Run Serverless Notebook.json
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| { | ||
| "$schema": "http://schema.management.azure.com/schemas/2015-01-01/deploymentTemplate.json#", | ||
| "contentVersion": "1.0.0.0", | ||
| "parameters": { | ||
| "factoryName": { | ||
| "type": "string", | ||
| "metadata": "Data Factory name" | ||
| } | ||
| }, | ||
| "variables": { | ||
| "factoryId": "[concat('Microsoft.DataFactory/factories/', parameters('factoryName'))]" | ||
| }, | ||
| "resources": [ | ||
| { | ||
| "name": "[concat(parameters('factoryName'), '/Databricks - Run Serverless Notebook')]", | ||
| "type": "Microsoft.DataFactory/factories/pipelines", | ||
| "apiVersion": "2018-06-01", | ||
| "properties": { | ||
| "description": "This template can be used to submit notebook runs to a Databricks Workspace using serverless jobs compute.", | ||
| "activities": [ | ||
| { | ||
| "name": "Execute Jobs API", | ||
| "description": "This task submits the notebook to the run submit API endpoint.", | ||
| "type": "WebActivity", | ||
| "dependsOn": [], | ||
| "policy": { | ||
| "timeout": "0.00:10:00", | ||
| "retry": 3, | ||
| "retryIntervalInSeconds": 30, | ||
| "secureOutput": false, | ||
| "secureInput": false | ||
| }, | ||
| "userProperties": [], | ||
| "typeProperties": { | ||
| "method": "POST", | ||
| "headers": {}, | ||
| "url": { | ||
| "value": "@concat('https://',pipeline().parameters.DatabricksWorkspaceID,'.azuredatabricks.net/api/2.1/jobs/runs/submit')", | ||
| "type": "Expression" | ||
| }, | ||
| "body": { | ||
| "value": "{\n \"run_name\": \"@{pipeline().parameters.DatabricksRunName}\",\n \"tasks\": [\n {\n \"task_key\": \"@{pipeline().parameters.DatabricksRunName}\",\n \"notebook_task\": {\n \"base_parameters\": @{pipeline().parameters.DatabricksNotebookParameters},\n \"notebook_path\": \"@{pipeline().parameters.DatabricksNotebookPath}\",\n \"source\": \"WORKSPACE\"\n }\n }\n ]\n}\n", | ||
| "type": "Expression" | ||
| }, | ||
| "authentication": { | ||
| "type": "MSI", | ||
| "resource": "2ff814a6-3304-4ab8-85cb-cd0e6f879c1d" | ||
| } | ||
| } | ||
| }, | ||
| { | ||
| "name": "Wait Until Job Completes", | ||
| "type": "Until", | ||
| "dependsOn": [ | ||
| { | ||
| "activity": "Execute Jobs API", | ||
| "dependencyConditions": [ | ||
| "Succeeded" | ||
| ] | ||
| } | ||
| ], | ||
| "userProperties": [], | ||
| "typeProperties": { | ||
| "expression": { | ||
| "value": "@not(equals(variables('JobStatus'),'Running'))", | ||
| "type": "Expression" | ||
| }, | ||
| "activities": [ | ||
| { | ||
| "name": "Check Job Run API", | ||
| "type": "WebActivity", | ||
| "dependsOn": [], | ||
| "policy": { | ||
| "timeout": "0.00:10:00", | ||
| "retry": 3, | ||
| "retryIntervalInSeconds": 60, | ||
| "secureOutput": false, | ||
| "secureInput": false | ||
| }, | ||
| "userProperties": [], | ||
| "typeProperties": { | ||
| "method": "GET", | ||
| "headers": {}, | ||
| "url": { | ||
| "value": "@concat('https://',pipeline().parameters.DatabricksWorkspaceID,'.azuredatabricks.net/api/2.1/jobs/runs/get?run_id=',activity('Execute Jobs API').output.run_id)", | ||
| "type": "Expression" | ||
| }, | ||
| "body": { | ||
| "job_id": 3895 | ||
| }, | ||
| "authentication": { | ||
| "type": "MSI", | ||
| "resource": "2ff814a6-3304-4ab8-85cb-cd0e6f879c1d" | ||
| } | ||
| } | ||
| }, | ||
| { | ||
| "name": "Set Job Status", | ||
| "type": "SetVariable", | ||
| "dependsOn": [ | ||
| { | ||
| "activity": "Check Job Run API", | ||
| "dependencyConditions": [ | ||
| "Succeeded" | ||
| ] | ||
| } | ||
| ], | ||
| "policy": { | ||
| "secureOutput": false, | ||
| "secureInput": false | ||
| }, | ||
| "userProperties": [], | ||
| "typeProperties": { | ||
| "variableName": "JobStatus", | ||
| "value": { | ||
| "value": "@if(\nor(\nequals(activity('Check Job Run API').output.state.life_cycle_state, 'PENDING'), equals(activity('Check Job Run API').output.state.life_cycle_state, 'RUNNING')\n), \n'Running',\nactivity('Check Job Run API').output.state.result_state\n)", | ||
| "type": "Expression" | ||
| } | ||
| } | ||
| }, | ||
| { | ||
| "name": "Wait to Recheck API", | ||
| "type": "Wait", | ||
| "dependsOn": [ | ||
| { | ||
| "activity": "Set Job Status", | ||
| "dependencyConditions": [ | ||
| "Succeeded" | ||
| ] | ||
| } | ||
| ], | ||
| "userProperties": [], | ||
| "typeProperties": { | ||
| "waitTimeInSeconds": { | ||
| "value": "@pipeline().parameters.ADFWaitSeconds", | ||
| "type": "Expression" | ||
| } | ||
| } | ||
| } | ||
| ], | ||
| "timeout": "7.00:00:00" | ||
| } | ||
| }, | ||
| { | ||
| "name": "Check Job Status", | ||
| "type": "IfCondition", | ||
| "dependsOn": [ | ||
| { | ||
| "activity": "Wait Until Job Completes", | ||
| "dependencyConditions": [ | ||
| "Succeeded" | ||
| ] | ||
| } | ||
| ], | ||
| "userProperties": [], | ||
| "typeProperties": { | ||
| "expression": { | ||
| "value": "@equals(variables('JobStatus'),'SUCCESS')", | ||
| "type": "Expression" | ||
| }, | ||
| "ifFalseActivities": [ | ||
| { | ||
| "name": "Databricks Job Fail", | ||
| "description": "The Databricks job has failed.", | ||
| "type": "Fail", | ||
| "dependsOn": [], | ||
| "userProperties": [], | ||
| "typeProperties": { | ||
| "message": { | ||
| "value": "@concat('Job Run URL: ', activity('Check Job Run API').output.run_page_url)", | ||
| "type": "Expression" | ||
| }, | ||
| "errorCode": "Databricks Error" | ||
| } | ||
| } | ||
| ] | ||
| } | ||
| }, | ||
| { | ||
| "name": "Get Job Run URL", | ||
| "description": "Get's the job run URL after the run has been submitted.", | ||
| "type": "WebActivity", | ||
| "dependsOn": [ | ||
| { | ||
| "activity": "Execute Jobs API", | ||
| "dependencyConditions": [ | ||
| "Succeeded" | ||
| ] | ||
| } | ||
| ], | ||
| "policy": { | ||
| "timeout": "0.00:10:00", | ||
| "retry": 3, | ||
| "retryIntervalInSeconds": 30, | ||
| "secureOutput": false, | ||
| "secureInput": false | ||
| }, | ||
| "userProperties": [], | ||
| "typeProperties": { | ||
| "method": "GET", | ||
| "headers": {}, | ||
| "url": { | ||
| "value": "@concat('https://',pipeline().parameters.DatabricksWorkspaceID,'.azuredatabricks.net/api/2.1/jobs/runs/get?run_id=',activity('Execute Jobs API').output.run_id)", | ||
| "type": "Expression" | ||
| }, | ||
| "body": { | ||
| "job_id": 3895 | ||
| }, | ||
| "authentication": { | ||
| "type": "MSI", | ||
| "resource": "2ff814a6-3304-4ab8-85cb-cd0e6f879c1d" | ||
| } | ||
| } | ||
| }, | ||
| { | ||
| "name": "Set Run Page URL", | ||
| "type": "SetVariable", | ||
| "dependsOn": [ | ||
| { | ||
| "activity": "Get Job Run URL", | ||
| "dependencyConditions": [ | ||
| "Succeeded" | ||
| ] | ||
| } | ||
| ], | ||
| "policy": { | ||
| "secureOutput": false, | ||
| "secureInput": false | ||
| }, | ||
| "userProperties": [], | ||
| "typeProperties": { | ||
| "variableName": "pipelineReturnValue", | ||
| "value": [ | ||
| { | ||
| "key": "jobRunURL", | ||
| "value": { | ||
| "type": "Expression", | ||
| "content": "@activity('Get Job Run URL').output.run_page_url" | ||
| } | ||
| } | ||
| ], | ||
| "setSystemVariable": true | ||
| } | ||
| } | ||
| ], | ||
| "policy": { | ||
| "elapsedTimeMetric": {} | ||
| }, | ||
| "parameters": { | ||
| "DatabricksNotebookPath": { | ||
| "type": "string", | ||
| "defaultValue": "/Workspace/Shared/guanjie_shared/test" | ||
| }, | ||
| "DatabricksWorkspaceID": { | ||
| "type": "string", | ||
| "defaultValue": "adb-193752524297111.11" | ||
| }, | ||
| "ADFWaitSeconds": { | ||
| "type": "int", | ||
| "defaultValue": 30 | ||
| }, | ||
| "DatabricksNotebookParameters": { | ||
| "type": "string", | ||
| "defaultValue": { | ||
| "Example_ETL_PARAM": "99" | ||
| } | ||
| }, | ||
| "DatabricksRunName": { | ||
| "type": "string", | ||
| "defaultValue": "ADFServerlessJob" | ||
| } | ||
| }, | ||
| "variables": { | ||
| "JobStatus": { | ||
| "type": "String", | ||
| "defaultValue": "Running" | ||
| } | ||
| }, | ||
| "folder": { | ||
| "name": "Custom Databricks Activities" | ||
| }, | ||
| "annotations": [ | ||
| "Databricks" | ||
| ], | ||
| "lastPublishTime": "2024-06-13T04:49:32Z" | ||
| }, | ||
| "dependsOn": [] | ||
| } | ||
| ] | ||
| } |
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templates/Databricks - Run Serverless Notebook/manifest.json
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