Databricks Certified Data Engineer Professional Practice Mode

Community Discussion

Written by other learners. Comments can disagree with the marked answer — check the official documentation when in doubt.

• Chose D0

  - A stable checkpoint preserves streaming progress, and an idempotent sink pattern prevents duplicate effects if a batch is replayed. Blind append writes or manual full reloads are riskier and usually more expensive in production.