databricks-asset-bundles

Databricks Asset Bundles for multiple environments require a root databricks.yml file, resource definitions under resources/*.yml, and optional src/assets, with explicit dev and prod targets configured. This standardizes resources across environments.

Databricks Asset Bundles support deploying pipelines, dashboards, jobs, alerts, apps, and access controls. You define these resources in YAML files and manage their permissions with environment-specific configurations.

Managing dev and prod deployments in Databricks Asset Bundles involves defining environment-specific targets and variables in databricks.yml. You validate the bundle and deploy to dev for testing before promoting to prod.

Using infrastructure-as-code with YAML is necessary to standardize Databricks jobs and pipelines across environments. It enforces a consistent bundle structure for reliable multi-environment rollouts.

The best way to standardize Databricks resources across environments is using Databricks Asset Bundles. They enforce a structured YAML configuration with environment-specific variables to drive consistent deployment workflows for pipelines and dashboards.