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PROFESSIONAL-DATA-ENGINEER · Question #310

PROFESSIONAL-DATA-ENGINEER Question #310: Real Exam Question with Answer & Explanation

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Submitted by wei.xz· Mar 30, 2026

Question

You have a streaming pipeline that ingests data from Pub/Sub in production. You need to update this streaming pipeline with improved business logic. You need to ensure that the updated pipeline reprocesses the previous two days of delivered Pub/Sub messages. What should you do? (Choose two.)

Options

  • AUse the Pub/Sub subscription clear-retry-policy flag
  • BUse Pub/Sub Snapshot capture two days before the deployment.
  • CCreate a new Pub/Sub subscription two days before the deployment.
  • DUse the Pub/Sub subscription retain-acked-messages flag.
  • EUse Pub/Sub Seek with a timestamp.

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