Noos
PT EN
RAN-DBDEA-00191
Ranvier · DBDEA

Exam DBDEA Topics: ingestion Difficulty: hard

For months, a nightly COPY INTO has loaded new files from a landing volume into main.ops.bookings. During a schema dispute, an engineer drops and re-creates the table with the correct columns. The next run reloads every file still present in the landing directory, duplicating months of history. Where does COPY INTO keep its record of already-loaded files?

Options (Reading Mode) Click to filter discussion →
  1. A. In a workspace-level ingestion service that tracks every loaded file globally, shared by all tables that read from the same cloud storage account
  2. B. In the source path itself: each landing directory maintains its own tracking metadata, independent of whichever table the data lands in
  3. C. In the Auto Loader checkpoint directory that backs the job, which should have been backed up before the table was re-created
  4. D. In the target table's Delta transaction log: dropping and re-creating the table destroyed the loaded-file history, so everything was reloaded
Reveal answer

Correct answer: In the target table's Delta transaction log: dropping and re-creating the table destroyed the loaded-file history, so everything was reloaded

Reference: https://docs.databricks.com/aws/en/ingestion/copy-into

02 — The Myelin Layer · Canonical Discussion

Where the exam tries to trick you — and how those who passed solved it.

0 Passed

contributed to this question

Answer Distractor Matrix Click an option to filter or open its dissection.
✦ Consolidated Synthesis (Wiki) rev. #1 (baseline) · CC BY-SA 4.0
Start synthesis for this question →

No community synthesis consolidated for this question yet. Below is the verifiable official starting point — if you passed the exam, open the option dissection.

Official Answer (D): In the target table's Delta transaction log: dropping and re-creating the table destroyed the loaded-file history, so everything was reloaded

⚓ Official Documentation Anchor: https://docs.databricks.com/aws/en/ingestion/copy-into
Ranvier · DBDEA

Contribute to this Question

Your contribution builds your Orbital Sheath

Peer contributions

No public contribution yet. Be the first who passed to explain why the distractors trick candidates — your contribution builds your Orbital Sheath.