Using Databricks Asset Bundles (DABs)
DABs let you use an infrastructure-as-code (IaC) method to handle your Databricks projects. They enable you to define the infrastructure and resources of your project in a YAML configuration file. By automating your project’s tests, deployments, and configuration management with bundles, you can minimize errors while encouraging software best practices throughout your organization with templated projects.
Here are some advantages of using DABs:
- You can handle complex projects that require multiple contributors and automation, as well as continuous integration and deployment/delivery (CI/CD).
- You can work on data, analytics, and machine learning (ML) projects in a team-oriented environment. Bundles can assist you in organizing and managing various source files effectively. This guarantees smooth cooperation and simplified processes.
- You can solve ML problems faster. Use ML projects to manage ML pipeline resources (such...