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Google Updated Professional-Data-Engineer Exam Questions and Answers by josh

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Google Professional-Data-Engineer Exam Overview :

Exam Name:	Google Professional Data Engineer Exam
Exam Code:	Professional-Data-Engineer Dumps
Vendor:	Google	Certification:	Google Cloud Certified
Questions:	400 Q&A's	Shared By:	josh

Question 12

What are the minimum permissions needed for a service account used with Google Dataproc?

Options:

A.

Execute to Google Cloud Storage; write to Google Cloud Logging

B.

Write to Google Cloud Storage; read to Google Cloud Logging

C.

Execute to Google Cloud Storage; execute to Google Cloud Logging

D.

Read and write to Google Cloud Storage; write to Google Cloud Logging

Discussion

Rae

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Rayyan Jan 15, 2026

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Andrew

Are these dumps helpful?

Jeremiah Jan 19, 2026

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Mariam

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Katie Jan 19, 2026

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Saoirse Jan 14, 2026

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Question 13

Which of the following is not possible using primitive roles?

Options:

A.

Give a user viewer access to BigQuery and owner access to Google Compute Engine instances.

B.

Give UserA owner access and UserB editor access for all datasets in a project.

C.

Give a user access to view all datasets in a project, but not run queries on them.

D.

Give GroupA owner access and GroupB editor access for all datasets in a project.

Discussion

Question 14

Which of the following is NOT true about Dataflow pipelines?

Options:

A.

Dataflow pipelines are tied to Dataflow, and cannot be run on any other runner

B.

Dataflow pipelines can consume data from other Google Cloud services

C.

Dataflow pipelines can be programmed in Java

D.

Dataflow pipelines use a unified programming model, so can work both with streaming and batch data sources

Discussion

Question 15

Which Java SDK class can you use to run your Dataflow programs locally?

Options:

A.

LocalRunner

B.

DirectPipelineRunner

C.

MachineRunner

D.

LocalPipelineRunner

Discussion

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