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https://issues.apache.org/jira/browse/SPARK-25814?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16661269#comment-16661269
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Marcelo Vanzin commented on SPARK-25814:
----------------------------------------

That's UI data. You can control how much UI data is retained with configs that 
have been there for a long time:

{noformat}
spark.ui.retainedTasks
spark.ui.retainedStages
spark.ui.retainedJobs
{noformat}


> spark driver runs out of memory on org.apache.spark.util.kvstore.InMemoryStore
> ------------------------------------------------------------------------------
>
>                 Key: SPARK-25814
>                 URL: https://issues.apache.org/jira/browse/SPARK-25814
>             Project: Spark
>          Issue Type: Bug
>          Components: Spark Core
>    Affects Versions: 2.2.2, 2.3.2
>            Reporter: Ruslan Dautkhanov
>            Priority: Critical
>              Labels: driver, memory-analysis, memory-leak, statestore
>         Attachments: image-2018-10-23-14-06-53-722.png
>
>
>  We're looking into issue when even huge spark driver memory gets eventually 
> exhausted and GC makes driver stop responding.
> Used [JXRay.com|http://jxray.com/] tool and found that most of driver heap is 
> used by 
>  
> {noformat}
> org.apache.spark.status.AppStatusStore
>   -> org.apache.spark.status.ElementTrackingStore
>     -> org.apache.spark.util.kvstore.InMemoryStore
>  
> {noformat}
>  
> Is there is a way to tune this particular spark driver's memory region down?
>  
>  
> !image-2018-10-23-14-06-53-722.png!
>  



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