databricks-bundles

You can automate Databricks deployments across environments by configuring Declarative Automation Bundles (DABs) with a main databricks.yml file and environment-specific variables to manage dev and prod assets without manual setup.

A Databricks Declarative Automation Bundle is a configuration structure using databricks.yml and resource files to manage multi-environment deployments. You need it to reduce manual setup, configuration drift, and permission inconsistencies across environments.

To add pipelines and dashboards to a Databricks bundle project, you define them as resources in YAML files within the resources directory, then validate and deploy the bundle to provision these assets to your target environment.

Yes, Databricks bundles support multi-environment targeting and parameterization. You can define environment-specific variables in your databricks.yml configuration to manage distinct dev and prod deployment settings.

The best way to structure a new Databricks bundle project is to create a bundle directory containing a main databricks.yml configuration file, a resources directory for YAML definitions, and a src directory for code.

Yes, deploying Databricks bundles works for jobs and alerts. The bundle resource types support includes dashboards, pipelines, jobs, and alerts to simplify deployment orchestration across your environments.