databricks-bundles

Databricks Asset Bundles automate multi-environment CI/CD deployments by applying per-target variables to a compliant databricks.yml file. You define resources under resources/ and configure targets for dev, staging, and prod to achieve consistent deployment workflows.

A Databricks bundle project requires a databricks.yml configuration file, a resources/ directory for pipeline and dashboard definitions, and a src/ directory for code and assets. This structure standardizes resource definitions and streamlines multi-environment deployments.

Validating Databricks bundle configurations requires reference guidance files named SDP_guidance.md and alerts_guidance.md. These files standardize pipeline definitions and alert structures, ensuring the bundle configuration complies with required validation rules.

You can add jobs and alerts to existing Databricks bundles by placing resource definitions under the resources/ directory and adapting per-target variables. This ensures configurations apply correctly across development and production targets without breaking deployments.

Databricks bundles manage permissions across dev, staging, and prod by configuring per-target variables within the databricks.yml file. This multi-environment configuration ensures reliable CI/CD workflows and consistent permission structures across all deployment targets.