Spark Executors

Spark Executors

Lesson objectives

In this lesson, we will explain the following topics:

  • Understand the role and functions of Spark executors.
  • Learn how executors execute tasks and communicate results.
  • Explore the resource management and lifecycle of executors in a Spark application.

Spark Executors

Spark Executors in Depth

  • Executors are processes that run the tasks assigned by the driver.
  • Each Spark Application has distinct executor processes.
  • Typically, one executor runs per node in most deployment modes.
  • Executors’ main function: Execute tasks, return status, and communicate outcomes.

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