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AZ-305 · Integration and analytics

Practice question 170 of 400 · hard

A timestamp-watermark pipeline uses modification time but misses deleted rows and some equal-timestamp updates. What is the best next step?

Choose the single best answer.

  1. A.Increase destination compute and leave change detection unchanged
  2. B.Replace the watermark with an untracked wall clock and skip checkpoints
  3. C.Design correct watermark boundaries and deletion handling or use supported CDC, then reconcile business totals
  4. D.Use only pipeline activity success as proof every source change arrived
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✓ Correct answer

  • Design correct watermark boundaries and deletion handling or use supported CDC, then reconcile business totals

The fault is incomplete change capture. Robust boundaries/deletion handling or supported CDC addresses it; reconciliation proves effects. Faster destination compute and activity success do not correct missing changes, and losing tracked progress worsens recovery. Source guide: PDF page 32.

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