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https://issues.apache.org/jira/browse/SPARK-2559?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Sean Owen resolved SPARK-2559.
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    Resolution: Not A Problem

I'm not sure when this was added, or else I'd link it as Fixed, but you can 
download logs from /application/[id]/logs:

http://spark.apache.org/docs/latest/monitoring.html

> Add A Link to Download the Application Events Log for Offline Analysis
> ----------------------------------------------------------------------
>
>                 Key: SPARK-2559
>                 URL: https://issues.apache.org/jira/browse/SPARK-2559
>             Project: Spark
>          Issue Type: New Feature
>          Components: Spark Core
>            Reporter: Pat McDonough
>
> To analyze application issues offline (eg. on another machine while 
> supporting an end user), provide end users a link to download an archive of 
> the application event logs. The archive can then by opened via an offline 
> History Server.



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