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PROFESSIONAL-DATA-ENGINEER · Question #177

PROFESSIONAL-DATA-ENGINEER Question #177: Real Exam Question with Answer & Explanation

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

Question

You are designing an Apache Beam pipeline to enrich data from Cloud Pub/Sub with static reference data from BigQuery. The reference data is small enough to fit in memory on a single worker. The pipeline should write enriched results to BigQuery for analysis. Which job type and transforms should this pipeline use?

Options

  • ABatch job, PubSubIO, side-inputs
  • BStreaming job, PubSubIO, JdbcIO, side-outputs
  • CStreaming job, PubSubIO, BigQueryIO, side-inputs
  • DStreaming job, PubSubIO, BigQueryIO, side-outputs

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Topics

#Apache Beam#Streaming pipelines#Side inputs#Data enrichment
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