Examtopics

Professional Data Engineer
  • Topic 1 Question 282

    You are using a Dataflow streaming job to read messages from a message bus that does not support exactly-once delivery. Your job then applies some transformations, and loads the result into BigQuery. You want to ensure that your data is being streamed into BigQuery with exactly-once delivery semantics. You expect your ingestion throughput into BigQuery to be about 1.5 GB per second. What should you do?

    • Use the BigQuery Storage Write API and ensure that your target BigQuery table is regional.

    • Use the BigQuery Storage Write API and ensure that your target BigQuery table is multiregional.

    • Use the BigQuery Streaming API and ensure that your target BigQuery table is regional.

    • Use the BigQuery Streaming API and ensure that your target BigQuery table is multiregional.


    シャッフルモード