databricks-asset-bundles

Databricks asset bundles standardize multi-environment configuration management by centralizing resource definitions in databricks.yml and parameterizing targets. This reduces drift and ensures repeatable deployments for pipelines, jobs, and dashboards across dev, staging, and prod environments.

Configuring Databricks Asset Bundles for dev, staging, and prod requires defining parameterized targets in databricks.yml and placing resource definitions in resources/*.yml. You then validate the bundle structure and deploy environment-specific configurations using the databricks CLI.

A Databricks Asset Bundle is a configuration mechanism that automates deployment and management of Databricks resources including dashboards, pipelines, jobs, and alerts. It ensures consistent structure, permissions, and path resolution across dev, staging, and prod environments.

Yes, Databricks Asset Bundle deployment requires alignment with SDP_guidance.md and alerts_guidance.md. These guidance references ensure correct bundle structure, role-based permissions, and proper path resolution for pipelines and alerts across dev, staging, and prod environments.

Yes, you can manage permissions and role-based access for Databricks pipelines using asset bundles. The configuration supports environment-specific targets with parameterization to apply appropriate role-based permissions across dev, staging, and prod workflows.

Managing Databricks jobs through asset bundles requires strict adherence to databricks.yml structure and resource definitions in resources/*.yml. Configuration drift can occur if bundles are not validated before deployment, and incorrect path resolution may negatively impact job execution.