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PROFESSIONAL-DATA-ENGINEER · Question #183

PROFESSIONAL-DATA-ENGINEER Question #183: Real Exam Question with Answer & Explanation

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Submitted by eva_at· Mar 30, 2026

Question

You have a requirement to insert minute-resolution data from 50,000 sensors into a BigQuery table. You expect significant growth in data volume and need the data to be available within 1 minute of ingestion for real-time analysis of aggregated trends. What should you do?

Options

  • AExport the records from the database as an Avro file. Upload the file to GCS using gsutil, and then load the Avro file into BigQuery using the BigQuery web UI
  • BExport the records from the database as an Avro file. Copy the file onto a Transfer Appliance and send it to Google, and then load the Avro file into BigQuery
  • CExport the records from the database into a CSV file. Create a public URL for the CSV file, and then use Storage Transfer Service to move the file to Cloud
  • DExport the records from the database as an Avro file. Create a public URL for the Avro file, and then use Storage Transfer Service to move the file to Cloud

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