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https://issues.apache.org/jira/browse/SPARK-35391?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Thomas Graves resolved SPARK-35391.
-----------------------------------
Fix Version/s: 3.1.3
3.2.0
Resolution: Fixed
> Memory leak in ExecutorAllocationListener breaks dynamic allocation under
> high load
> -----------------------------------------------------------------------------------
>
> Key: SPARK-35391
> URL: https://issues.apache.org/jira/browse/SPARK-35391
> Project: Spark
> Issue Type: Bug
> Components: Spark Core
> Affects Versions: 3.1.1
> Reporter: Vasily Kolpakov
> Priority: Major
> Fix For: 3.2.0, 3.1.3
>
>
> ExecutorAllocationListener doesn't clean up data properly.
> ExecutorAllocationListener performs progressively slower and eventually fails
> to process events in time.
> There are two problems:
> * a bug (typo?) in totalRunningTasksPerResourceProfile() method
> getOrElseUpdate() is used instead of getOrElse().
> If spark-dynamic-executor-allocation thread calls schedule() after a
> SparkListenerTaskEnd event for the last task in a stage
> but before SparkListenerStageCompleted event for the stage, then
> stageAttemptToNumRunningTask will not be cleaned up properly.
> * resourceProfileIdToStageAttempt clean-up is broken
> If a SparkListenerTaskEnd event for the last task in a stage was processed
> before SparkListenerStageCompleted for that stage,
> then resourceProfileIdToStageAttempt will not be cleaned up properly.
>
> Bugs were introduced in this commit:
> https://github.com/apache/spark/commit/496f6ac86001d284cbfb7488a63dd3a168919c0f
> .
> Steps to reproduce:
> # Launch standalone master and worker with
> 'spark.shuffle.service.enabled=true'
> # Run spark-shell with --conf 'spark.shuffle.service.enabled=true' --conf
> 'spark.dynamicAllocation.enabled=true' and paste this script
> {code:java}
> for (_ <- 0 until 10) {
> Seq(1, 2, 3, 4, 5).toDF.repartition(100).agg("value" -> "sum").show()
> }
> {code}
> # make a heap dump and examine
> ExecutorAllocationListener.totalRunningTasksPerResourceProfile and
> ExecutorAllocationListener.resourceProfileIdToStageAttempt fields
> Expected: totalRunningTasksPerResourceProfile and
> resourceProfileIdToStageAttempt(defaultResourceProfileId) are empty
> Actual: totalRunningTasksPerResourceProfile and
> resourceProfileIdToStageAttempt(defaultResourceProfileId) contain
> non-relevant data
>
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