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https://issues.apache.org/jira/browse/SPARK-19264?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15833451#comment-15833451
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Sean Owen commented on SPARK-19264:
-----------------------------------

I don't think the driver should terminate immediately if the main thread quits, 
because that is not how any JVM app works. The main reason is it abruptly 
cancels any cleanup. It's fair to assume the app is terminating, but not 
terminated. The AM behavior makes sense. But terminating does not mean done.

> Work should start driver, the same to  AM  of yarn 
> ---------------------------------------------------
>
>                 Key: SPARK-19264
>                 URL: https://issues.apache.org/jira/browse/SPARK-19264
>             Project: Spark
>          Issue Type: Improvement
>            Reporter: hustfxj
>
>   I think work can't start driver by "ProcessBuilderLike",  thus we can't 
> know the application's main thread is finished or not if the application's 
> main thread contains some non-daemon threads. Because the program terminates 
> when there no longer is any non-daemon thread running (or someone called 
> System.exit). The main thread can have finished long ago. 
>     worker should  start driver like AM of YARN . As followed:
> {code:title=ApplicationMaster.scala|borderStyle=solid}    
>      mainMethod.invoke(null, userArgs.toArray)
>      finish(FinalApplicationStatus.SUCCEEDED, ApplicationMaster.EXIT_SUCCESS)
>      logDebug("Done running users class")
> {code}
> Then the work can monitor the driver's main thread, and know the 
> application's state. 



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