Github user tnachen commented on the pull request:

    https://github.com/apache/spark/pull/10319#issuecomment-165203618
  
    So IIUC stop is only invoked when an exception occured or shutdown hook is 
invoked, where both cases it's an task that didn't really finish and 
user/system want it to be killed. So I'm not sure if ending in these cases to 
have TASK_KILLED is an bad idea.
    The main reason I'm proposing not to change this is really I don't think 
sleeping in the stop method with a while is a great idea, as it clearly can 
block other things going on in the system.


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