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Google Cloud Certified Professional-Data-Engineer Question # 93 Topic 10 Discussion

Professional-Data-Engineer Exam Topic 10 Question 93 Discussion:
Question #: 93
Topic #: 10

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

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Actual exam question for Google Professional-Data-Engineer exam by Nyx81166 at May 3, 2026, 4:38:23 PM

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