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Google Professional Data Engineer Actual Exam Questions

307 Questions120 Minutes70% Passing Score▣ Updated: Sep 2026

Question 127 of 307

Single answer
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?
ABatch job, PubSubIO, side-inputs
BStreaming job, PubSubIO, JdbcIO, side-outputs
CStreaming job, PubSubIO, BigQueryIO, side-inputs
DStreaming job, PubSubIO, BigQueryIO, side-outputs
Correct Answer: C

Streaming job, PubSubIO, BigQueryIO, side-inputs

Explanation

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