Github user pwendell commented on the pull request:

    https://github.com/apache/spark/pull/1940#issuecomment-56084970
  
    Yeah I think we should just change it to say that the kill request has been 
acknowledge, but since killing as asynchronous and best-effort, it may not have 
stopped executing. The semantics are already somewhat weird, because right now 
users will get that message even if tasks from their job are still running 
(since it's asynchronous).


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