Which step is typically part of an automated CI/CD pipeline for Databricks bundles?

Running 'databricks bundle validate' before deployment

Creating a new Databricks workspace for each deployment

Writing deployment logs to a local file only

Manually reviewing the deployed resources in the UI

What is the primary purpose of Databricks Asset Bundles?

To create a version-controlled backup of Databricks workspace notebooks

To provide a graphical interface for managing Databricks clusters

To provide a declarative framework for defining and deploying Databricks resources as code

To package Python libraries for distribution to external package repositories

A team wants to automate the deployment of their Databricks bundle from a Jenkins pipeline. They have the Databricks CLI installed on the Jenkins agent and have configured a service principal with appropriate permissions. Which step should they include in the pipeline to deploy the bundle?

Run 'databricks bundle destroy --target production' to clean up before deploying

Run 'databricks bundle deploy --target production' with the service principal's credentials configured

Run 'databricks bundle run --target production' to execute the job

Run 'databricks bundle validate --target production' and stop the pipeline

What is the primary purpose of Databricks Git folders (Repos)?

To provide a backup of the entire Databricks workspace

To sync notebooks and code with an external Git repository for version control

To store large datasets in a versioned file system

To create a private package registry for Python libraries

DatabricksCertified Data Engineer Professional

Domain 9Objective 2

Deploying CI/CD DATA-ENGINEER-PROFESSIONAL Practice Questions (Page 1)

Part of the Debugging and Deploying domain, which accounts for 10% of the DATA-ENGINEER-PROFESSIONAL exam. Databricks does not publish an official question count, but from its 120-minute exam (~50–80 total, ~5–8 in this domain), expect 3–4 from this objective — we provide 25 practice questions to prepare you well beyond it. (estimate)

25questions here

5free pages

7concepts

10%of the exam

Questions 1–5

1foundation · easy
Which step is typically part of an automated CI/CD pipeline for Databricks bundles?
Select an answer first
2foundation · easy
What is the primary purpose of Databricks Asset Bundles?
Select an answer first
3application · medium
A team wants to automate the deployment of their Databricks bundle from a Jenkins pipeline. They have the Databricks CLI installed on the Jenkins agent and have configured a service principal with appropriate permissions. Which step should they include in the pipeline to deploy the bundle?
Select an answer first
4foundation · easy
What is the primary purpose of Databricks Git folders (Repos)?
Select an answer first
5foundation · easy
Which command validates a Databricks Asset Bundle configuration without deploying any resources?
Select an answer first

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