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PROFESSIONAL-DATA-ENGINEER · Question #364

PROFESSIONAL-DATA-ENGINEER Question #364: Real Exam Question with Answer & Explanation

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Submitted by ngozi_ng· Mar 30, 2026Designing data processing systems

Question

You are using a Dataflow streaming job to read messages from a message bus that does not support exactly-once delivery. Your job then applies some transformations, and loads the result into BigQuery. You want to ensure that your data is being streamed into BigQuery with exactly-once delivery semantics. You expect your ingestion throughput into BigQuery to be about 1.5 GB per second. What should you do?

Options

  • AUse the BigQuery Storage Write API and ensure that your target BigQuery table is regional.
  • BUse the BigQuery Storage Write API and ensure that your target BigQuery table is multiregional.
  • CUse the BigQuery Streaming API and ensure that your target BigQuery table is regional.
  • DUse the BigQuery Streaming API and ensure that your target BigQuery table is multiregional.

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Topics

#BigQuery Storage Write API#Exactly-once semantics#Dataflow streaming#BigQuery table location
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