Github user sryza commented on the pull request:

    https://github.com/apache/spark/pull/5130#issuecomment-84835800
  
    As @zsxwing says, it appears that the code is already trying to handle this 
case.  Do `InvocationTargetExceptions` only wrap `Exception`s and not all 
`Throwable`s?  If that's the case, then the patch's approach seems to make 
sense.  If they wrap `Error`s as well, then the fix would be to replace 
`Exception` with `Throwable` in the match block of the 
`InvocationTargetException` cause.
    
    Also, how were we ending up with a success before?  If anything forced us 
to break out of that try block, it seems like we wouldn't call `finish` with 
SUCCESS .  Or does YARN just assume success in the case where we shut down 
without a report? (I can look this up if you don't know).
    
    Last, what if we run into an `OutOfMemoryError` on a separate thread?


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