Github user ahirreddy commented on the pull request:

    https://github.com/apache/spark/pull/799#issuecomment-43292344
  
    Another thing is that when you kill the Python/IPython shell the JVM still 
seems to be active. I tested this by running the shell, killing it and running 
it again. It complains that the Spark UI port is already taken.


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