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Backfill Without Duplicate Records

HardPipelines00:00
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Your question is Backfill Without Duplicate Records. Take a moment with it on the right.

Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).

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Problem

A workflow failure leaves a gap or bad data in a pipeline. You need to rerun the affected range, correct records, and avoid creating duplicates in raw or downstream tables.

What this tests

  • Idempotent writes and replay-safe design
  • Backfill orchestration and auditability
  • Data quality gates before promotion
  • Deduplication in raw and curated layers