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Google Professional Data Engineer Actual Exam Questions

307 Questions120 Minutes70% Passing Score▣ Updated: Sep 2026

Question 252 of 307

Single answer
You are deploying a batch pipeline in Dataflow. This pipeline reads data from Cloud Storage, transforms the data, and then writes the data into BigQuery. The security team has enabled an organizational constraint in Google Cloud, requiring all Compute Engine instances to use only internal IP addresses and no external IP addresses. What should you do?
AEnsure that your workers have network tags to access Cloud Storage and BigQuery. Use Dataflow with only internal IP addresses.
BEnsure that the firewall rules allow access to Cloud Storage and BigQuery. Use Dataflow with only internal IPs.
CCreate a VPC Service Controls perimeter that contains the VPC network and add Dataflow, Cloud Storage, and BigQuery as allowed services in the perimeter. Use Dataflow with only internal IP addresses.
DEnsure that Private Google Access is enabled in the subnetwork. Use Dataflow with only internal IP addresses.
Correct Answer: D

Ensure that Private Google Access is enabled in the subnetwork. Use Dataflow with only internal IP addresses.

Explanation

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