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Google Professional Data Engineer Actual Exam Questions

307 Questions120 Minutes70% Passing Score▣ Updated: Sep 2026

Question 301 of 307

Single answer
You have thousands of Apache Spark jobs running in your on-premises Apache Hadoop cluster. You want to migrate the jobs to Google Cloud. You want to use managed services to run your jobs instead of maintaining a long-lived Hadoop cluster yourself. You have a tight timeline and want to keep code changes to a minimum. What should you do?
AMove your data to BigQuery. Convert your Spark scripts to a SQL-based processing approach.
BRewrite your jobs in Apache Beam. Run your jobs in Dataflow.
CCopy your data to Compute Engine disks. Manage and run your jobs directly on those instances.
DMove your data to Cloud Storage. Run your jobs on Dataproc.
Correct Answer: D

Move your data to Cloud Storage. Run your jobs on Dataproc.

Explanation

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