Discuss Microsoft DP-750 Exam Topic 4 Question 2

You need to deploy Databricks Asset Bundles to a development environment. The solution must support automated and repeatable deployments across environments.

What should you use?

Athe Azure Developer CLI (azd)

BGit folders

Cthe Databricks CLI

Dthe Azure Command-Line Interface (CLI)

Suggested Answer: C

CORRECT ANSWE R: C - The Databricks CLI.

According to Microsoft Learn on Databricks Asset Bundles deployment, the Databricks CLI (version 0.205+) is the official tool for deploying DABs to any environment. The deployment commands 'databricks bundle deploy' and 'databricks bundle run' are part of the CLI and support automated, repeatable, and environment-aware deployments. The CLI reads the databricks.yml configuration and deploys the bundle resources to the specified target environment. Option A (Azure Developer CLI / azd) is for deploying Azure infrastructure and does not natively support Databricks Asset Bundles. Option B (Git folders) is a workspace feature for syncing notebook code from Git but does not handle full DAB deployment. Option D (Azure CLI) manages Azure infrastructure and resources but does not have native support for deploying Databricks Asset Bundles.

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12 comments · newest first

Vince 1 month ago

I'm leaning towards the Azure Developer CLI. It integrates well with Azure services.

Omega 2 months ago

I agree, but Git folders could work too. They help with version control.

Flo 2 months ago

I think the Databricks CLI is the best choice. It's designed for this purpose.

Buck 2 months ago

Not sure about that, isn’t the Azure CLI more versatile?

Zona 2 months ago

I’d go with Git folders for version control.

Katy 2 months ago

Wait, can the Azure Developer CLI handle this too?

Cherilyn 2 months ago

Totally agree, it’s designed for this kind of deployment!

Fredric 3 months ago

I think the Databricks CLI is the best choice here.

Luz 3 months ago

I have a hunch that the Azure Command-Line Interface (CLI) might be relevant, but I remember it being more general and not specifically tailored for Databricks.

Kirk 3 months ago

The Azure Developer CLI (azd) sounds familiar, but I can't recall if it specifically supports Databricks Asset Bundles.

Carmen 3 months ago

I feel like we practiced a similar question where Git folders were mentioned, but I'm not confident they support automated deployments like the question asks.

Lottie 3 months ago

I think I remember something about the Databricks CLI being useful for deployments, but I'm not entirely sure if it's the best choice for automated processes.

Microsoft DP-750 Exam - Topic 4 Question 2 Discussion