I am trying to create an azure ci/cd pipeline for my azure data factory in which I have used databricks notebook. Pipeline got created successfully with the ARM template for ADF but I am not able to see any override parameter for databricks workspace URL, that's why i got the same databricks URL in my dev and prod environment.
Can anyone help me to set databricks workspace URL for Dev and prod dynamically?
For anyone facing the same challenge, I just added this code to my arm-template-parameters-definition.json:
"AzureDatabricks": {
"properties": {
"typeProperties": {
"domain": "=",
"existingClusterId":"=",
"accessToken": {
"secretName": "="
}
}
}
}
It will make the parameters explicit to be overriden.
If you are using the default template provided by Microsoft, I inserted the code just under the "ODBC" section factories/linkedServices.
you need to create a token in qa and prod and use that in ur ci cd pipeline..tokens are unique all
over and automatically linked to respective service
Related
I need Azure DevOps CI/CD Tips for Azure Data Factory.
I have Azure Data Factory which has Web Activity to Post json to Azure LogicApps. (ADF Web->Logic Apps) I have made URL as parameter in Web Activity.
Parameter in ADF Pipeline: MyReport_LogicAppURL
I have edited ARM Template
Manage->ARM Template->Edit Parameter Configuration
"Microsoft.DataFactory/factories/pipelines": {
"properties": {
"parameters": {
"MyPremLoad_OnPremDb": {
"defaultValue": "="
},
"MyReport_LogicAppURL": {
"defaultValue": "="
}
}
}
},
I Save it and then publish.
However I don't see any updates in ARMTemplateParametersForFactory.json in Git Repo
Why ARMTemplateParametersForFactory.json do not get updated in Azure DevOps for Azure Data Factory? I have successfully done this in other environments. Also other person has successfully deployed MyPremLoad_OnPremDb in past.
Maybe if you have a non-standard git hierarchy, you should find or place the
arm-template-parameters-definition.json in Datafactory folder or the root folder.
Once you have made changes to parameter definitions, save and refresh the browser to reload the configurations.
If you still don't see the changes, i would suggest deleting arm-template-parameters-definition.json from your publish branch manually and save parameter definitions > refresh browser > publish from ADF portal.
Make sure you have a right json structure after the edit, Do share if you see any particular errors.
"Microsoft.DataFactory/factories/pipelines": {
"properties": {
"parameters": {
"MyPremLoad_OnPremDb": {
"defaultValue": "="
},
"MyReport_LogicAppURL": {
"defaultValue": "="
}
}
}
},
I added default value to parameter and it got fixed. Thank you KarthikBhyresh-MT for your support.
APIM: I am Retrieving policy XML from Azure Blob storage within an Azure DevOps CD pipeline fails like getting an error like The provided link is mal formed.
Can any one help me on this how to resolve this
The mentioned error occurs usually when wrong extension to reference the XML file with the policy definition.
Below is the sample how it looks like:
"properties": {
"value": "[concat(parameters('storageAccount'), '/', 'policies.json', parameters('storageAccountSASToken'))]",
"format": "rawxml-link"
}
As DeepDave suggested check whether you are using correct extension.
We use Synapse git Integration to deploy artifacts such as linked services generated by a Data Warehouse automation tool (JSON files)
It is different then deploying ARM template in ADF.
We created one Azure Key Vault (AKV) per environment so we do have an Azure Key Vault LinkedService in each environment and the linked services has the same name. But each AKV as his own URL so we need to change the URL in the deployed linked services during the CI/CD process.
I read this https://learn.microsoft.com/en-us/azure/synapse-analytics/cicd/continuous-integration-deployment#use-custom-parameters-of-the-workspace-template
I think I need to create a template to change "Microsoft.Synapse/workspaces/linkedServices"
But I didn't find any example on how to modify the KV url parameters.
Here is the linked services I want to modify,https://myKeyVaultDev.vault.azure.net as to be changed when deploying
{
"name": "myKeyVault",
"properties": {
"type": "AzureKeyVault",
"typeProperties": {
"baseUrl": "https://myKeyVaultDev.vault.azure.net"
}
}
}
Not much familiar with the ci/cd and azure devOps yet, but still I need to do it...
I have done this using Azure Devops. When you create the Release pipeline within Azure Devops, one of the options is to "override parameters". at this point you can specify the name of the keyvault and the corresponding value. The corresponding value is configured in a pipeline variable set - which itself can come from the same keyvault.
You don't need to create the template. Synapse already does that and stores it in the publish branch (“workspace_publish”). If you look in that branch you will see the template along with the available parameters that you can override.
More info is available here:
https://www.drware.com/how-to-use-ci-cd-integration-to-automate-the-deploy-of-a-synapse-workspace-to-multiple-environments/
https://techcommunity.microsoft.com/t5/data-architecture-blog/ci-cd-in-azure-synapse-analytics-part-1/ba-p/1964172
From the Azure Key Vault side of things, I believe you're right - you have change the Linked Services section within the template to point to the correct Key Vault base URL.
Azure Key Vault linked service
I don't know if you still are looking for the solution.
In order to parametrize linked service property and specially AKV reference, I think you should modify the template-parameters-definition.json, and add the following section:
"Microsoft.Synapse/workspaces/linkedServices":
{ "*":
{ "properties":
{ "typeProperties":
{ "baseUrl": "|:-connectionString:secureString" }
}
}
}
This will create a parameter for each linked service. The next step is to overrideParameters on SynapseWorkspaceDeployment task on Azure Devops.
I have developed logic app using VS2019. In that I’m reading the secret value from Azure Key Vault using the below lines of code:
logicapp.parameters.json
"azuretables_sharedkey": {
"reference": {
"keyVault": {
"id": "/subscriptions/XXXXXXXXX/resourceGroups/XXXXXXXXXXX/providers/Microsoft.KeyVault/vaults/XXXX-KV-NonProd"
},
"secretName": "StorageAccountSharedKey"
}
},
I have configured Build and Release pipeline to deploy the logic app into Azure using “ARM Template Deployment” task in Azure DevOps. But I want to override the above key vault reference parameters in Azure DevOps Build and Release Pipeline.
So, can anyone suggest me how to do it?
You can pass keyVaultName, keyVaultSecretName and keyVaultSecretValue from Azure DevOps library and update key vault using below ARM template code.
{
"type": "Microsoft.KeyVault/vaults/secrets",
"apiVersion": "2019-09-01",
"name": "[concat(parameters('keyVaultName'), '/', parameters('keyVaultSecretName'))]",
"location": "[resourceGroup().location]",
"dependsOn": [
"[resourceId('Microsoft.KeyVault/vaults', parameters('keyVaultName'))]"
],
"properties": {
"value": "[parameters('keyVaultSecretValue')]"
}
}
You can access key vault secret value in ARM template for function/webapp using below code statement. It refers to value in current secret version.
"value": "[concat('#Microsoft.KeyVault(SecretUri=', 'https://',parameters('keyVaultName'),'.vault.azure.net/secrets/',parameters('keyVaultSecretName'))')]"
On the ARM template deployment task, there is an option "Override template parameters" can be used to override the template parameters.
[UPDATE]
Here is case for the same question: Azure ARM template keyvault override in Azure DevOps
I have removed key vault reference code from template file. And then integrated Azure Key Vault with Common Library in Azure DevOps CI/CD pipelines by following this documentation.
Is it possible to trigger an azure DevOps pipeline via ADF through web activity?
If not then how to trigger via ADF?
It is not possible to trigger an Azure Devops release pipeline from ADF.
But you can use a logic app to trigger the same and in turn call the logic app through ADF via web activity.
As of this time, however, there isn't an existing function that support Azure Data Factory to trigger Azure DevOps pipeline.
But there is a REST API Runs - Run Pipeline that can queue a pipeline outside the Azure DevOps which may help you.
POST https://dev.azure.com/{organization}/{project}/_apis/pipelines/{pipelineId}/runs?api-version=6.0-preview.1
Here is an example of the request body:
{
"stagesToSkip": [],
"resources": {
"repositories": {
"self": {
"refName": "refs/heads/main"
}
}
},
"variables": {}
}
For data factory, you only can add the pipeline trigger:
When the pipeline runs, the web active will run and call the azure DevOps pipeline. You can use REST API like Jane said. We can not trigger the azure DevOps pipeline directly. There isn't a active can achieve that.
HTH.