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  1. Spark
  2. SPARK-33005 Kubernetes GA Preparation
  3. SPARK-31208

Expose the ability for user to cleanup shuffle files

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Details

    • Sub-task
    • Status: Resolved
    • Major
    • Resolution: Fixed
    • 3.0.0, 3.1.0
    • 3.1.0
    • Kubernetes, Spark Core
    • None

    Description

      Dynamic scaling on Kubernetes (introduced in Spark 3) depends on only shutting down executors without shuffle files. However Spark does not aggressively clean up shuffle files (seeĀ SPARK-5836) and instead depends on JVM GC on the driver to trigger deletes. We already have a mechanism to explicitly clean up shuffle files from the ALS algorithm where we create a lot of quickly orphaned shuffle files. We should expose this as an advanced developer feature to enable people to better clean-up shuffle files improving dynamic scaling of their jobs on Kubernetes.

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              holden Holden Karau
              holden Holden Karau
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