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Google Professional Data Engineer Actual Exam Questions

307 Questions120 Minutes70% Passing Score▣ Updated: Sep 2026

Question 180 of 307

Single answer
A shipping company has live package-tracking data that is sent to an Apache Kafka stream in real time. This is then loaded into BigQuery. Analysts in your company want to query the tracking data in BigQuery to analyze geospatial trends in the lifecycle of a package. The table was originally created with ingest-date partitioning. Over time, the query processing time has increased. You need to implement a change that would improve query performance in BigQuery. What should you do?
AImplement clustering in BigQuery on the ingest date column.
BImplement clustering in BigQuery on the package-tracking ID column.
CTier older data onto Cloud Storage files and create a BigQuery table using Cloud Storage as an external data source.
DRe-create the table using data partitioning on the package delivery date.
Correct Answer: B

Implement clustering in BigQuery on the package-tracking ID column.

Explanation

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