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PROFESSIONAL-DATA-ENGINEER · Question #350

PROFESSIONAL-DATA-ENGINEER Question #350: Real Exam Question with Answer & Explanation

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Submitted by yuriko_h· Mar 30, 2026

Question

You created a new version of a Dataflow streaming data ingestion pipeline that reads from Pub/Sub and writes to BigQuery. The previous version of the pipeline that runs in production uses a 5-minute window for processing. You need to deploy the new version of the pipeline without losing any data, creating inconsistencies, or increasing the processing latency by more than 10 minutes. What should you do?

Options

  • AUpdate the old pipeline with the new pipeline code.
  • BSnapshot the old pipeline, stop the old pipeline, and then start the new pipeline from the snapshot.

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