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CERTIFIED-DATA-ENGINEER-PROFESSIONAL · Question #87

CERTIFIED-DATA-ENGINEER-PROFESSIONAL Question #87: Real Exam Question with Answer & Explanation

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Monitoring and Optimizing Spark Application Performance

Question

Spill occurs as a result of executing various wide transformations. However, diagnosing spill requires one to proactively look for key indicators. Where in the Spark UI are two of the primary indicators that a partition is spilling to disk?

Options

  • AStage's detail screen and Executor's log files
  • BStage's detail screen and Query's detail screen
  • CDriver's and Executor's log files
  • DExecutor's detail screen and Executor's log files
  • EQuery's detail screen and Job's detail screen

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Topics

#Spark UI#Performance Tuning#Data Spill#Shuffle Operations
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