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Question 94

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?

  • A. Batch job, PubSubIO, side-inputs
  • B. Streaming job, PubSubIO, JdbcIO, side-outputs
  • C. Streaming job, PubSubIO, BigQueryIO, side-inputs
  • D. Streaming job, PubSubIO, BigQueryIO, side-outputs