Try Google : GCP-DE practice torrent pass for sure
Updated: Jul 07, 2026
No. of Questions: 77 Questions & Answers with Testing Engine
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Google Data Engineer Sample Questions:
1. Your company is loading comma-separated values (CSV) files into Google BigQuery. The data is fully imported successfully; however, the imported data is not matching byte-to-byte to the source file. What is the most likely cause of this problem?
A) The CSV data has not gone through an ETL phase before loading into BigQuery.
B) The CSV data has invalid rows that were skipped on import.
C) The CSV data loaded in BigQuery is not flagged as CSV.
D) The CSV data loaded in BigQuery is not using BigQuery's default encoding.
2. Which row keys are likely to cause a disproportionate number of reads and/or writes on a particular node in a Bigtable cluster (select 2 answers)?
A) A sequential numeric ID
B) A timestamp followed by a stock symbol
C) A stock symbol followed by a timestamp
D) A non-sequential numeric ID
3. You work for a shipping company that uses handheld scanners to read shipping labels. Your company has strict data privacy standards that require scanners to only transmit recipients' personally identifiable information (PII) to analytics systems, which violates user privacy rules. You want to quickly build a scalable solution using cloud-native managed services to prevent exposure of PII to the analytics systems. What should you do?
A) Use Stackdriver logging to analyze the data passed through the total pipeline to identify transactions that may contain sensitive information.
B) Install a third-party data validation tool on Compute Engine virtual machines to check the incoming data for sensitive information.
C) Build a Cloud Function that reads the topics and makes a call to the Cloud Data Loss Prevention AP
D) Use the tagging and confidence levels to either pass or quarantine the data in a bucket for review.
E) Create an authorized view in BigQuery to restrict access to tables with sensitive data.
4. MJTelco needs you to create a schema in Google Bigtable that will allow for the historical analysis of the last 2 years of records. Each record that comes in is sent every 15 minutes, and contains a unique identifier of the device and a data record. The most common query is for all the data for a given device for a given day. Which schema should you use?
A) Rowkey: data_pointColumn data: device_id, date
B) Rowkey: device_idColumn data: date, data_point
C) Rowkey: date#device_idColumn data: data_point
D) Rowkey: date#data_pointColumn data: device_id
E) Rowkey: dateColumn data: device_id, data_point
5. When a Cloud Bigtable node fails, is lost.
A) the last transaction
B) no data
C) all data
D) the time dimension
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: A,B | Question # 3 Answer: E | Question # 4 Answer: A | Question # 5 Answer: B |
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