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https://issues.apache.org/jira/browse/SPARK-11074?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14954295#comment-14954295
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Marcelo Vanzin commented on SPARK-11074:
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The logs do belong to the application. No two applications will write to the 
same log file. But many applications will write to the same log directory.

> Attempt to automatically create event log directory if it doesn't already 
> exist
> -------------------------------------------------------------------------------
>
>                 Key: SPARK-11074
>                 URL: https://issues.apache.org/jira/browse/SPARK-11074
>             Project: Spark
>          Issue Type: Improvement
>          Components: Spark Core
>    Affects Versions: 1.5.1
>            Reporter: Kay Ousterhout
>            Assignee: Kay Ousterhout
>            Priority: Minor
>
> Right now, if the log where event logs are to be placed (spark.eventLog.dir) 
> doesn't already exist, the SparkContext fails to start.  We should try to 
> automatically create this directory.



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