asset-bundles

Databricks Asset Bundles enable teams to structure and deploy jobs, pipelines, and dashboards across dev, stage, and prod environments using YAML-based configuration with variable substitution for consistent resource promotion.

Databricks Asset Bundles support variable substitution for catalog and schema within the YAML bundle configuration, allowing you to define environment-specific parameters and apply them consistently across dev, stage, and prod deployments.

You can deploy dashboards and alerts by adding resource definitions under the resources/*.yml directory in your bundle project, defining the configurations in databricks.yml, and running bundle validation and deployment commands to apply them.

Yes, a single Databricks Asset Bundle can manage multiple resource types including dashboards, pipelines, jobs, and alerts, enabling you to version and promote all related resources together through different environments.

Yes, you need to install the Databricks CLI to set up the project root with databricks.yml, validate the bundle configuration, and execute deployment commands to apply resources across environments.

You promote changes by defining environment-specific configurations with variable substitution in your YAML bundle files, then running bundle validation and deployment commands to apply versioned resources from dev to prod.