Databricks Data Engineer Associate Question 70
Select 3You are a data engineer setting up a CI/CD workflow for your team's Databricks project. Your team uses Git for version control and wants to automate the deployment of notebooks and workflows. How does Databricks Repos facilitate this process?
- A
Databricks Repos integrates directly with Git, allowing you to sync your notebooks and workflows with your source control system.
- B
Databricks Repos provides a built-in pipeline orchestration tool for managing CI/CD pipelines end-to-end.
- C
Databricks Repos allows developers to review, commit, and push changes to Git directly from the Databricks workspace.
- D
Databricks Repos supports branch-based development, enabling teams to work on features in isolation and merge changes effectively.
- E
Databricks Repos automates the deployment of Databricks jobs to production environments without requiring any external tools.
Show answer and explanation
Correct answers: A, C, D
Explanation
Databricks Repos is a feature that integrates seamlessly with Git to enable collaborative development and version control for Databricks notebooks and workflows. It allows developers to sync their work with Git, work on branches to isolate changes, and push updates directly from the Databricks workspace. However, full CI/CD pipeline orchestration and job deployment automation require external tools like Jenkins, Azure DevOps, or GitHub Actions.
- A. Correct.
Correct: Databricks Repos integrates directly with Git, enabling syncing between the Databricks workspace and your version control system.
- B. Incorrect.
Incorrect: Databricks Repos does not provide a full pipeline orchestration tool for CI/CD workflows. Instead, external CI/CD tools like Azure DevOps or GitHub Actions are used alongside Databricks Repos.
- C. Correct.
Correct: Developers can commit and push changes to Git directly from the Databricks workspace, streamlining workflow integration.
- D. Correct.
Correct: Databricks Repos supports branch-based development, allowing teams to collaborate effectively by working in isolated branches and merging changes.
- E. Incorrect.
Incorrect: Databricks Repos does not automate job deployment directly. External CI/CD tools are responsible for automating deployment processes.