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Azure Data Factory pipeline to refresh a Power BI dataset using a Service Principal, and Azure Key Vault.
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| { | |
| "name": "pipeline1", | |
| "properties": { | |
| "activities": [ | |
| { | |
| "name": "Call dataset refresh", | |
| "type": "WebActivity", | |
| "dependsOn": [ | |
| { | |
| "activity": "Get AAD Token", | |
| "dependencyConditions": [ | |
| "Succeeded" | |
| ] | |
| } | |
| ], | |
| "policy": { | |
| "timeout": "7.00:00:00", | |
| "retry": 0, | |
| "retryIntervalInSeconds": 30, | |
| "secureOutput": false, | |
| "secureInput": true | |
| }, | |
| "userProperties": [], | |
| "typeProperties": { | |
| "url": { | |
| "value": "@concat('https://api.powerbi.com/v1.0/myorg/groups/',pipeline().parameters.workspaceGuid,'/datasets/',pipeline().parameters.datasetGuid,'/refreshes')", | |
| "type": "Expression" | |
| }, | |
| "method": "POST", | |
| "headers": { | |
| "Authorization": { | |
| "value": "@concat(string(activity('Get AAD Token').output.token_type),' ',string(activity('Get AAD Token').output.access_token))", | |
| "type": "Expression" | |
| } | |
| }, | |
| "body": { | |
| "notifyOption": "NoNotification" | |
| } | |
| } | |
| }, | |
| { | |
| "name": "Until dataset refresh completion", | |
| "type": "Until", | |
| "dependsOn": [ | |
| { | |
| "activity": "Call dataset refresh", | |
| "dependencyConditions": [ | |
| "Succeeded" | |
| ] | |
| } | |
| ], | |
| "userProperties": [], | |
| "typeProperties": { | |
| "expression": { | |
| "value": "@not(equals(first(json(string(activity('Get dataset refresh status').output)).value).status,'Unknown'))", | |
| "type": "Expression" | |
| }, | |
| "activities": [ | |
| { | |
| "name": "Wait 15 seconds", | |
| "type": "Wait", | |
| "dependsOn": [], | |
| "userProperties": [], | |
| "typeProperties": { | |
| "waitTimeInSeconds": 15 | |
| } | |
| }, | |
| { | |
| "name": "Get dataset refresh status", | |
| "type": "WebActivity", | |
| "dependsOn": [ | |
| { | |
| "activity": "Wait 15 seconds", | |
| "dependencyConditions": [ | |
| "Succeeded" | |
| ] | |
| } | |
| ], | |
| "policy": { | |
| "timeout": "7.00:00:00", | |
| "retry": 0, | |
| "retryIntervalInSeconds": 30, | |
| "secureOutput": false, | |
| "secureInput": true | |
| }, | |
| "userProperties": [], | |
| "typeProperties": { | |
| "url": { | |
| "value": "@concat('https://api.powerbi.com/v1.0/myorg/groups/',pipeline().parameters.workspaceGuid,'/datasets/',pipeline().parameters.datasetGuid,'/refreshes?$top=1')", | |
| "type": "Expression" | |
| }, | |
| "method": "GET", | |
| "headers": { | |
| "Authorization": { | |
| "value": "@concat(string(activity('Get AAD Token').output.token_type),' ',string(activity('Get AAD Token').output.access_token))", | |
| "type": "Expression" | |
| }, | |
| "Content-Type": "application/json" | |
| } | |
| } | |
| } | |
| ], | |
| "timeout": "0.03:00:00" | |
| } | |
| }, | |
| { | |
| "name": "If dataset refresh failed", | |
| "type": "IfCondition", | |
| "dependsOn": [ | |
| { | |
| "activity": "Until dataset refresh completion", | |
| "dependencyConditions": [ | |
| "Succeeded" | |
| ] | |
| } | |
| ], | |
| "userProperties": [], | |
| "typeProperties": { | |
| "expression": { | |
| "value": "@equals(first(json(string(activity('Get dataset refresh status').output)).value).status,'Failed')", | |
| "type": "Expression" | |
| }, | |
| "ifTrueActivities": [ | |
| { | |
| "name": "SaveErrorMessages", | |
| "description": "In case of an error in processing of the dataset, the actual messages are saved in the pipeline variable \"ProcessingErrors\".", | |
| "type": "SetVariable", | |
| "dependsOn": [], | |
| "userProperties": [], | |
| "typeProperties": { | |
| "variableName": "ProcessingErrors", | |
| "value": { | |
| "value": "@string(json(first(json(string(activity('Get dataset refresh status').output)).value).serviceExceptionJson))", | |
| "type": "Expression" | |
| } | |
| } | |
| } | |
| ] | |
| } | |
| }, | |
| { | |
| "name": "Get AAD Token", | |
| "type": "WebActivity", | |
| "dependsOn": [ | |
| { | |
| "activity": "Get Secret from AKV", | |
| "dependencyConditions": [ | |
| "Succeeded" | |
| ] | |
| }, | |
| { | |
| "activity": "Get ClientId from AKV", | |
| "dependencyConditions": [ | |
| "Succeeded" | |
| ] | |
| }, | |
| { | |
| "activity": "Get TenantId from AKV", | |
| "dependencyConditions": [ | |
| "Succeeded" | |
| ] | |
| } | |
| ], | |
| "policy": { | |
| "timeout": "7.00:00:00", | |
| "retry": 0, | |
| "retryIntervalInSeconds": 30, | |
| "secureOutput": true, | |
| "secureInput": true | |
| }, | |
| "userProperties": [], | |
| "typeProperties": { | |
| "url": { | |
| "value": "@concat('https://login.microsoftonline.com/',activity('Get TenantId from AKV').output.value,'/oauth2/token')", | |
| "type": "Expression" | |
| }, | |
| "method": "POST", | |
| "headers": { | |
| "Content-Type": "application/x-www-form-urlencoded" | |
| }, | |
| "body": { | |
| "value": "@concat('grant_type=client_credentials&resource=https://analysis.windows.net/powerbi/api&client_id=',activity('Get ClientId from AKV').output.value,'&client_secret=',encodeUriComponent(activity('Get Secret from AKV').output.value))", | |
| "type": "Expression" | |
| } | |
| } | |
| }, | |
| { | |
| "name": "Get TenantId from AKV", | |
| "type": "WebActivity", | |
| "dependsOn": [], | |
| "policy": { | |
| "timeout": "7.00:00:00", | |
| "retry": 0, | |
| "retryIntervalInSeconds": 30, | |
| "secureOutput": true, | |
| "secureInput": false | |
| }, | |
| "userProperties": [], | |
| "typeProperties": { | |
| "url": { | |
| "value": "@concat(pipeline().parameters.KeyVaultDNSName,'secrets/',pipeline().parameters.SecretName_TenantId,'/?api-version=7.0')", | |
| "type": "Expression" | |
| }, | |
| "method": "GET", | |
| "body": { | |
| "simple": "body" | |
| }, | |
| "authentication": { | |
| "type": "MSI", | |
| "resource": "https://vault.azure.net" | |
| } | |
| } | |
| }, | |
| { | |
| "name": "Get ClientId from AKV", | |
| "type": "WebActivity", | |
| "dependsOn": [], | |
| "policy": { | |
| "timeout": "7.00:00:00", | |
| "retry": 0, | |
| "retryIntervalInSeconds": 30, | |
| "secureOutput": true, | |
| "secureInput": false | |
| }, | |
| "userProperties": [], | |
| "typeProperties": { | |
| "url": { | |
| "value": "@concat(pipeline().parameters.KeyVaultDNSName,'secrets/',pipeline().parameters.SecretName_SPClientId,'/?api-version=7.0')", | |
| "type": "Expression" | |
| }, | |
| "method": "GET", | |
| "body": { | |
| "simple": "body" | |
| }, | |
| "authentication": { | |
| "type": "MSI", | |
| "resource": "https://vault.azure.net" | |
| } | |
| } | |
| }, | |
| { | |
| "name": "Get Secret from AKV", | |
| "type": "WebActivity", | |
| "dependsOn": [], | |
| "policy": { | |
| "timeout": "7.00:00:00", | |
| "retry": 0, | |
| "retryIntervalInSeconds": 30, | |
| "secureOutput": true, | |
| "secureInput": false | |
| }, | |
| "userProperties": [], | |
| "typeProperties": { | |
| "url": { | |
| "value": "@concat(pipeline().parameters.KeyVaultDNSName,'secrets/',pipeline().parameters.SecretName_SPSecret,'/?api-version=7.0')", | |
| "type": "Expression" | |
| }, | |
| "method": "GET", | |
| "body": { | |
| "simple": "body" | |
| }, | |
| "authentication": { | |
| "type": "MSI", | |
| "resource": "https://vault.azure.net" | |
| } | |
| } | |
| } | |
| ], | |
| "parameters": { | |
| "SecretName_TenantId": { | |
| "type": "String" | |
| }, | |
| "SecretName_SPClientId": { | |
| "type": "String" | |
| }, | |
| "SecretName_SPSecret": { | |
| "type": "String" | |
| }, | |
| "KeyVaultDNSName": { | |
| "type": "string" | |
| }, | |
| "workspaceGuid": { | |
| "type": "string" | |
| }, | |
| "datasetGuid": { | |
| "type": "string" | |
| } | |
| }, | |
| "variables": { | |
| "ProcessingErrors": { | |
| "type": "Boolean" | |
| } | |
| }, | |
| "folder": { | |
| "name": "50-powerbi" | |
| }, | |
| "annotations": [] | |
| }, | |
| "type": "Microsoft.DataFactory/factories/pipelines" | |
| } |
ProcessingErrors variable should be a string instead of a boolean, said my ADF.
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