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Posted to issues@spark.apache.org by "Josh Rosen (Jira)" <ji...@apache.org> on 2021/10/14 21:45:00 UTC
[jira] [Assigned] (SPARK-23626) DAGScheduler blocked due to
JobSubmitted event
[ https://issues.apache.org/jira/browse/SPARK-23626?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Josh Rosen reassigned SPARK-23626:
----------------------------------
Assignee: Josh Rosen
> DAGScheduler blocked due to JobSubmitted event
> -----------------------------------------------
>
> Key: SPARK-23626
> URL: https://issues.apache.org/jira/browse/SPARK-23626
> Project: Spark
> Issue Type: Bug
> Components: Scheduler, Spark Core
> Affects Versions: 2.2.1, 2.3.3, 2.4.3, 3.0.0
> Reporter: Ajith S
> Assignee: Josh Rosen
> Priority: Major
>
> DAGScheduler becomes a bottleneck in cluster when multiple JobSubmitted events has to be processed as DAGSchedulerEventProcessLoop is single threaded and it will block other tasks in queue like TaskCompletion.
> The JobSubmitted event is time consuming depending on the nature of the job (Example: calculating parent stage dependencies, shuffle dependencies, partitions) and thus it blocks all the events to be processed.
>
> I see multiple JIRA referring to this behavior
> https://issues.apache.org/jira/browse/SPARK-2647
> https://issues.apache.org/jira/browse/SPARK-4961
>
> Similarly in my cluster some jobs partition calculation is time consuming (Similar to stack at SPARK-2647) hence it slows down the spark DAGSchedulerEventProcessLoop which results in user jobs to slowdown, even if its tasks are finished within seconds, as TaskCompletion Events are processed at a slower rate due to blockage.
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