Describes jobs, pipelines and other workspace resources in YAML and deploys them together as one project; this is the recommended route to CI/CD. The product was renamed, but its databricks bundle commands did not change.
Also called formerly Databricks Asset Bundles, Databricks Asset Bundles.
Read more: Microsoft Learn
In the Ultra Transcenders books
Each book explains Declarative Automation Bundles in context, with comparison tables and the common traps.
Terms in this definition
- Workspace
Teams in Power BI and Microsoft Fabric collaborate in this folder-style container, which groups items such as reports, semantic models and lakehouses, controls who can access them and is assigned a capacity.
- YAML
A data format designed to be easy for people to read, used for Container Apps definitions, ACR multi-step tasks and Kubernetes manifests.
- Foundry project
A container beneath a Foundry resource that keeps one team's agents, data, files, evaluations and project connections separate. Model deployments and resource-level connections are shared from the parent, and governance is not configured at this level.
- CI/CD
Pipelines, for example in Azure Pipelines or GitHub Actions, that build, test and deploy code automatically; short for continuous integration and continuous delivery.
- databricks bundle
The CLI's commands for managing bundles through their lifecycle,
deploy,runandvalidateamong them.