Which action can you perform directly from a Databricks Git folder?

Create a new Databricks cluster

Configure Databricks SQL warehouses

Manage Databricks workspace permissions

Pull changes from the remote repository

When you run 'databricks bundle deploy' without specifying a target, what happens?

The command fails because a target is always required

The command deploys to all targets defined in the bundle

The command uses the default target defined in the bundle configuration

The command deploys to the workspace specified in the environment variable DATABRICKS_HOST

A team is setting up a CI/CD pipeline for their bundle. They want to ensure that configuration errors are caught before any resources are deployed to the production workspace. Which sequence of commands should they use in the pipeline?

databricks bundle destroy --target production, then databricks bundle deploy --target production

databricks bundle deploy --target production, then databricks bundle validate --target production

databricks bundle validate --target production, then databricks bundle deploy --target production

databricks bundle run --target production, then databricks bundle validate --target production

A team uses GitHub as their source of truth for notebooks and Python code. They want Databricks Repos to automatically stay in sync with the main branch of their repository. Which Git integration feature should they configure?

Use a Databricks job to clone the GitHub repository into the workspace on a schedule

Link a Databricks Repo to the GitHub repository and enable auto-sync on the main branch

Create a new Databricks Repo for every GitHub commit

Manually upload notebooks to the workspace after each GitHub commit

DatabricksCertified Data Engineer Professional

Domain 9Objective 2

Deploying CI/CD DATA-ENGINEER-PROFESSIONAL Practice Questions (Page 4)

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 16–20

16foundation · easy
Which action can you perform directly from a Databricks Git folder?
Select an answer first
17foundation · easy
When you run 'databricks bundle deploy' without specifying a target, what happens?
Select an answer first
18foundation · easy
Which CI/CD tool can be used to trigger Databricks bundle deployments?
Select an answer first
19application · easy
A team is setting up a CI/CD pipeline for their bundle. They want to ensure that configuration errors are caught before any resources are deployed to the production workspace. Which sequence of commands should they use in the pipeline?
Select an answer first
20application · medium
A team uses GitHub as their source of truth for notebooks and Python code. They want Databricks Repos to automatically stay in sync with the main branch of their repository. Which Git integration feature should they configure?
Select an answer first

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