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Google Professional Data Engineer Actual Exam Questions

307 Questions120 Minutes70% Passing Score▣ Updated: Sep 2026

Question 71 of 307

Single answer
You are creating a new pipeline in Google Cloud to stream IoT data from Cloud Pub/Sub through Cloud Dataflow to BigQuery. While previewing the data, you notice that roughly 2% of the data appears to be corrupt. You need to modify the Cloud Dataflow pipeline to filter out this corrupt data. What should you do?
AAdd a SideInput that returns a Boolean if the element is corrupt.
BAdd a ParDo transform in Cloud Dataflow to discard corrupt elements.
CAdd a Partition transform in Cloud Dataflow to separate valid data from corrupt data.
DAdd a GroupByKey transform in Cloud Dataflow to group all of the valid data together and discard the rest.
Correct Answer: B

Add a ParDo transform in Cloud Dataflow to discard corrupt elements.

Explanation

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