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https://issues.apache.org/jira/browse/SPARK-8167?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Andrew Or resolved SPARK-8167.
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Resolution: Fixed
Fix Version/s: 1.6.0
> Tasks that fail due to YARN preemption can cause job failure
> ------------------------------------------------------------
>
> Key: SPARK-8167
> URL: https://issues.apache.org/jira/browse/SPARK-8167
> Project: Spark
> Issue Type: Bug
> Components: Scheduler, YARN
> Affects Versions: 1.3.1
> Reporter: Patrick Woody
> Assignee: Matt Cheah
> Priority: Blocker
> Fix For: 1.6.0
>
>
> Tasks that are running on preempted executors will count as FAILED with an
> ExecutorLostFailure. Unfortunately, this can quickly spiral out of control if
> a large resource shift is occurring, and the tasks get scheduled to executors
> that immediately get preempted as well.
> The current workaround is to increase spark.task.maxFailures very high, but
> that can cause delays in true failures. We should ideally differentiate these
> task statuses so that they don't count towards the failure limit.
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