databricks-asset-bundles

You can deploy Databricks pipelines and dashboards across multiple environments by defining them within a Databricks Asset Bundle. This approach configures environment-specific variables and uses the Databricks CLI to validate, deploy, and monitor resources reliably across development, staging, and production.

A Databricks Asset Bundle is an infrastructure-as-code configuration for orchestrating Databricks resources. You need it for CI/CD when you want to manage multi-environment deployments of pipelines, jobs, and applications with consistent path resolution and permissions.

Yes, you can scaffold a new Databricks Asset Bundle project to generate a recommended structure. This sets up the foundational configuration needed to define resources and manage multi-environment deployments effectively.

The best way to manage Databricks alerts and jobs as infrastructure as code is by defining them inside a Databricks Asset Bundle. This allows you to apply best practices for configuration, permissions, and deployment using the Databricks CLI.

Yes, the Databricks CLI supports bundle validation and cleanup operations. It integrates directly with the bundle configuration to validate resources before deployment, monitor active jobs, and clean up unused infrastructure across your environments.