Cloud Profiler and Dataflow Integration
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Questions and Answers

What is the primary function of Cloud Profiler?

  • Understanding profiling concepts and the Profiler interface
  • Troubleshooting and monitoring pipeline performance in Dataflow integration
  • Gathering CPU usage and memory allocation information from production applications (correct)
  • Enabling the Cloud Profiler API for the project

What permission does the worker service account for the Dataflow job need to create profiles with Cloud Profiler?

  • cloudprofiler.profiles.update permission
  • cloudprofiler.profiles.delete permission
  • cloudprofiler.profiles.create permission (correct)
  • cloudprofiler.profiles.read permission

How can the Cloud Profiler API be enabled for a project?

  • By integrating with Cloud Dataflow
  • By obtaining a specific API key from Google Cloud console
  • Automatically on accessing the Profiler page for the first time
  • Using the Google Cloud CLI gcloud command-line tool (correct)

What is the prerequisite for using Cloud Profiler in a project?

<p>Having sufficient quota in the project (A)</p> Signup and view all the answers

What version of Apache Beam SDK is required to enable Cloud Profiler for Dataflow pipelines?

<p>2.33.0 (A)</p> Signup and view all the answers

When can Cloud Profiler be enabled for Dataflow pipelines?

<p>At pipeline start time (B)</p> Signup and view all the answers

What is the expected amortized CPU and memory overhead when Cloud Profiler is enabled for Dataflow pipelines?

<p>Less than 1% (D)</p> Signup and view all the answers

How can you identify user code in the profiling data on the Profiler page?

<p>By identifying frames with the invokeProcessElement suffix (D)</p> Signup and view all the answers

What log type contains the log messages generated by Cloud Profiler during Dataflow worker startup?

<p>dataflow.googleapis.com/worker-startup (B)</p> Signup and view all the answers

What might be a good area for optimization based on the example provided in the text?

<p>ByteArrayCoder (B)</p> Signup and view all the answers

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