Examtopics

Associate Data Practitioner
  • Topic 1 Question 28

    Your organization uses Dataflow pipelines to process real-time financial transactions. You discover that one of your Dataflow jobs has failed. You need to troubleshoot the issue as quickly as possible. What should you do?

    • Set up a Cloud Monitoring dashboard to track key Dataflow metrics, such as data throughput, error rates, and resource utilization.

    • Create a custom script to periodically poll the Dataflow API for job status updates, and send email alerts if any errors are identified.

    • Navigate to the Dataflow Jobs page in the Google Cloud console. Use the job logs and worker logs to identify the error.

    • Use the gcloud CLI tool to retrieve job metrics and logs, and analyze them for errors and performance bottlenecks.


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