Menu
No idea what all from Azure databricks can be based on Azure DevOps pipeline. We are planning to use github as repository.
Like can Azure databricks be coded in file and then that file i can manage in git repo?
Can we use Azure DevOps CD pipeline for deployment in Azure Databricks?
554
Then, to deploy the code to an Azure Databricks workspace, you specify this deployment artifact in a release pipeline. In your Azure DevOps project, open the Pipelines menu and click Pipelines. Click the New Pipeline button to open the Pipeline editor, where you define your build in the azure-pipelines.yml file.
Azure DevOps is a very popular framework for complete CI/CD workflows available on Azure. For more information, please have a look at the overview of provided functionalities and continuous integrations with Databricks. We are using the Azure DevOps pipeline as a YAML file.
Define your build pipeline 1 Configure your build agent. ... 2 Set up the pipeline. ... 3 Get the latest changes. ... 4 Unit tests in Azure Databricks notebooks. ... 5 Test library code using Databricks Connect. ... 6 Package library code. ... 7 Publish test results. ... 8 Generate and store a deployment artifact. ...
Technical Consultant @ Tredence Inc. | Azure Data Factory | ADLS | Informatica | Python | DWH | Oracle SQL | Unix. This is good stuff for data scientists and analysts. However, notebooks for production grade etl pipelines in databricks are almost impossible to test. Sashank Pappu you can use Jenkins instead of Azure DevOps.
Can we use Azure DevOps CD pipeline for deployment in Azure Databricks?
The short answer is yes.
We could configure Azure Databricks workspace to use Azure DevOps and there is a task Databricks Script Deployment Task by Data Thirst, which will give you the option of deploying scripts, secrets and notebooks to Databricks.
For the details info, you can refer to following document:
CI/CD with Databricks and Azure DevOps
Hope this helps.
162
If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!
Donate Us With
