☎  076 959 6407✉  support@quizcrazepro.co.za
Learn. Practice. Build your future.
BlogHelpContact
G

Google Professional Data Engineer Actual Exam Questions

▤ 307 Questions◷ 120 Minutes✓ 70% Passing Score▣ Updated: Sep 2026

Question 5 of 307

Single answer
An external customer provides you with a daily dump of data from their database. The data flows into Google Cloud Storage GCS as comma-separated values (CSV) files. You want to analyze this data in Google BigQuery, but the data could have rows that are formatted incorrectly or corrupted. How should you build this pipeline?
AUse federated data sources, and check data in the SQL query.
BEnable BigQuery monitoring in Google Stackdriver and create an alert.
CImport the data into BigQuery using the gcloud CLI and set max_bad_records to 0.
✓DRun a Google Cloud Dataflow batch pipeline to import the data into BigQuery, and push errors to another dead-letter table for analysis.
✓
Correct Answer: D

Run a Google Cloud Dataflow batch pipeline to import the data into BigQuery, and push errors to another dead-letter table for analysis.

▥
Explanation

The correct answer is highlighted above. Review the wording carefully, then use the next question to continue building your understanding of Google certification topics.

About this practice exam

Review 307 Google questions with answers and explanations. Use the navigation to move through the exam at your own pace.