In a Databricks Asset Bundle configuration file (databricks.yml), what is the purpose of the 'targets' section?

To declare the output format for deployment logs

To specify the Python version used for notebook execution

To define named deployment environments with their own workspace and resource settings

To list the Git repositories that contain the source code

A team uses GitHub Actions to deploy their bundle. They want to deploy to the dev workspace on every push to any branch, but only deploy to production on tags. Which workflow configuration should they use?

Use a single job that deploys to dev on push and manually triggers production

Use a single job that deploys to both dev and production on every push

Use a single job that deploys to production on push and dev on tags

Use two separate jobs in one workflow: one triggered on push to any branch for dev, and one triggered on tag for production

A team uses GitHub Actions for CI/CD. They have a bundle in their repository and want to deploy it to the production workspace only when a pull request is merged into the main branch. Which GitHub Actions trigger should they use?

on: schedule: cron: '0 2 * * *'

on: pull_request: branches: [main]

DatabricksCertified Data Engineer Professional

Domain 9Objective 2

Deploying CI/CD DATA-ENGINEER-PROFESSIONAL Practice Questions (Page 2)

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 6–10

6application · easy
A team uses Azure DevOps for version control. They want to sync their notebooks to Databricks Repos from an Azure DevOps repository. Which Git provider should they select when creating the Databricks Repo?
Select an answer first
7foundation · easy
In a Databricks Asset Bundle configuration file (databricks.yml), what is the purpose of the 'targets' section?
Select an answer first
8application · medium
A team uses GitHub Actions to deploy their bundle. They want to deploy to the dev workspace on every push to any branch, but only deploy to production on tags. Which workflow configuration should they use?
Select an answer first
9foundation · easy
Which section of a databricks.yml file is used to define reusable values that can be referenced throughout the bundle configuration?
Select an answer first
10application · medium
A team uses GitHub Actions for CI/CD. They have a bundle in their repository and want to deploy it to the production workspace only when a pull request is merged into the main branch. Which GitHub Actions trigger should they use?
Select an answer first

Finished these 5 questions?

Review the revealed explanations, or continue through the curriculum.

Next 5 questions →Back to DATA-ENGINEER-PROFESSIONAL

Free Basic Practice is a study aid with revealable answers — not a scored exam. Examers.io is independent and not affiliated with or endorsed by Databricks. “DATA-ENGINEER-PROFESSIONAL” is a trademark of its owner, used for identification only.

Deploying CI/CD DATA-ENGINEER-PROFESSIONAL Practice Questions (Page 2)

Questions 6–10

A team uses Azure DevOps for version control. They want to sync their notebooks to Databricks Repos from an Azure DevOps repository. Which Git provider should they select when creating the Databricks Repo?

In a Databricks Asset Bundle configuration file (databricks.yml), what is the purpose of the 'targets' section?

A team uses GitHub Actions to deploy their bundle. They want to deploy to the dev workspace on every push to any branch, but only deploy to production on tags. Which workflow configuration should they use?

Which section of a databricks.yml file is used to define reusable values that can be referenced throughout the bundle configuration?

A team uses GitHub Actions for CI/CD. They have a bundle in their repository and want to deploy it to the production workspace only when a pull request is merged into the main branch. Which GitHub Actions trigger should they use?

Keep studying — Debugging and Deploying