I am having all my codes in Azure Databricks notebook. I want to automate execution of my notebook using azure devops.
I have linked my Databricks Repos with Azure Repos. Created a build pipeline to create artifact of my code. In release pipeline.
I was able to deploy my code to lower environment(Here same Databricks workspace where I have my code).
But I was not able to execute/Run notebook directly from Azure Devops.
How do I deploy code from my lower environment to higher environment(Prod Server) Databricks workspace.
To deploy code to higher environment Is it same as deploying to lower environment. Just changing details of workspace.
Like Databricks Token, Workspace URL, etc.
You need to create release pipeline and push your code to GIT repo. Follow this Microsoft documentation for details -
https://learn.microsoft.com/en-us/azure/databricks/dev-tools/ci-cd/ci-cd-azure-devops#:~:text=The%20release%20pipeline%20deploys%20the,Pipelines%20menu%20and%20click%20Releases.
This demo shows how to do that. The steps include:
Testing
Update checkout at Databricks workspace - for example, you may have a separate checkout for testing. You can do that via Repos REST API, or via databricks-cli (databricks repos update command)
Triggering execution of tests by using the Nutter library
Reporting testing results to DevOps
Release
If tests are successful, you can push updates to staging/production environment - this could be done via DevOps Release pipelines
You can use the same Repos REST API or databricks-cli to update checkout in staging/production
Related
We use Azure DevOps for our CI/CD pipelines, but our repositories are in GitHub. We currently trigger the CI pipelines on each push, but there is no link to GitHub so we lose easily seeing the status of a build in pull requests / automatically failing a check if a build fails.
Azure Pipelines has an app on GitHub Marketplace for integrating pipelines with repositories / pull requests. I installed this in our GitHub organization and configured it with the repository access it needs, which then had me authenticate with Azure DevOps, select the project and the pipeline yaml associated with the repository.
This works great and I can see the status directly in a pull request -
The issue is that I have multiple pipelines I would like to run and display the status of in the pull request. We have a monorepo but I only want to build an app if it was modified, so I utilize path filters in the Azure Pipelines yaml so the CI is only run when I need it to. GitHub does not discover/display the status of other CI pipelines I have in the project.
Initially, I tried just setting up another azure pipelines yaml that is triggered by pull requests. When I make a pull request, I see in Azure Pipelines the CI was triggered by 'PR automated for {pr number}', but it does not display it's status in GitHub.
I ended up going to the Azure Pipelines app settings in GitHub, 'revoking' access to the repository, and then immediately re-configuring it with access to the same project as before, but selecting a different pipeline yaml. This worked, it retained the first build I configured and added the second, and now multiple builds are shown in the pull request -
But this does not seem like the intended way to accomplish this. The GitHub app links to the entire documentation for Azure Pipelines, not specifically to docs about the app, and I have not been able to find any info within on how to do this.
Is there a way to add multiple pipelines with the Azure Pipelines app on GitHub, outside of this workaround?
we are using Azure Pipelines to build and deploy various projects. We are using Enterprise Github service connection as our git repository source which we are using as part of the build pipelines that are running on on-prem AzureDevops build agent. We are then using on-prem hosted DevOps agents to deploy the service on our on-prem servers.
If we trigger a build we then receive an email notification about all the new commits which are included in the build. Is the same information (what commits are part of the build) included somewhere in the Azure DevOps UI? I was not able to find it and it's really difficult to then determine what I'm actually deploying our various environments as I'm not always the one who triggers each build.
Thanks
I have a requirement to create an Azure DevOps pipeline that can copy files from my Azure Repo to a path on an On-premise VM (a SQL server to be precise). Could anyone advise on how to get started on this?
You would need to add a checkout task to the pipeline. You would define the repo as a source and then add a step to checkout the repo. Here's some documentation concerning checking out multiple repos using yaml that should get you started
I am following the steps outlined here. I am using the Deploy to Azure Extension
https://learn.microsoft.com/en-us/azure/devops/pipelines/targets/deploy-to-azure-vscode?view=azure-devops#github--azure-pipelines
I have done the following steps.
I have managed to create a simple react app and then got the GitHub + GitHub Actions portion to work no problem.
Now, I want to get GitHub Plus Azure Pipeline to work. So, I deleted the GitHub Actions/Workflow files, and starting over with the CICD setup.
Next, I have enabled Use Azure Pipelines for GitHub in the extension.
Then, as per the steps/pictures outlined in the above microsoft documentation link, I have begun the configure CICD option from the command palette.
Selected the Visual Studio Subscription
Selected the target web app
Now, at this point, as per the linked tutorial, it is supposed to ask me to choose a azure devops organization, so that the azure pipeline YAML file can kick in. This step never happens.
instead, VS Code will proceed to generate a GitHub Actions Workflow just as it did before.
What should I do to the GitHub to Azure Pipeline working from this extension?
Update 1
In case anyone is curious, I have raised a issue on the visual studio community forum. You can find that here
https://developercommunity.visualstudio.com/content/problem/1182952/github-azure-pipelines-falls-back-to-github-github.html
As of now, there is an ongoing discussion but no solution yet.
You can try reinstalling Deploy to Azure Extension and enable Use Azure Pipelines for GitHub, and then configure CI/CD option again. If the issue persists, you can report this issue here.
You can create a pipeline directly in your azure devops project. Check out below tutorial
Build, test, and deploy JavaScript and Node.js apps
You will also need to create an Azure Resource Manager service connection to deploy to your azure resource from azure devops pipeline.
Deploy an Azure Web App (Linux)
My company's repository hosted on bitbucket custom server which can be only accessed from intranet.
Therefore, I setup a self-host agent for Azure DevOps and this agent could do a git pull and build and release too.
It works and the problem is I have to manually click RUN pipeline to start, and somehow when I pushing commits to my bitbucket custom server it doesn't trigger the Azure DevOps to kick off a build or release.
Is there some other options I could let it automatically triggers the Azure pipeline to run? Webhooks or Hooks?
I afraid Azure devops pipeline cannot be automatically triggered from a bitbucket custom server. For azure devops server cannot communicate to the bitbucket server hosted in your intranet.
Webhooks or Hooks cannot trigger a build in azure devops pipeline either. Azure devops doesnot have this feature yet. There is an open issue about this.
Currently you might have to trigger your pipeline manually, or create an azure function as mentioned in above link to trigger your pipeline automatically.
Below are some documents about azure function you may find helpful:
Develop Azure Functions using Visual Studio
Continuous deployment for Azure Functions
Azure Functions HTTP trigger:The HTTP trigger lets you invoke a function with an HTTP request.
Best approach to call web api from azure function
Trigger Azure Pipelines build via API