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Google Cloud Certified Professional-Data-Engineer Question # 102 Topic 11 Discussion

Professional-Data-Engineer Exam Topic 11 Question 102 Discussion:
Question #: 102
Topic #: 11

An aerospace company uses a proprietary data format to store its night data. You need to connect this new data source to BigQuery and stream the data into BigQuery. You want to efficiency import the data into BigQuery where consuming as few resources as possible. What should you do?
A.

Use a standard Dataflow pipeline to store the raw data in BigQuery and then transform the format later when the data is used.

B.

Write a shell script that triggers a Cloud Function that performs periodic ETL batch jobs on the new data source

C.

Use Apache Hive to write a Dataproc job that streams the data into BigQuery in CSV format

D.

Use an Apache Beam custom connector to write a Dataflow pipeline that streams the data into BigQuery in Avro format

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Actual exam question for Google Professional-Data-Engineer exam by Orion2631 at May 3, 2026, 6:41:27 PM

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