Github user mengxr commented on the pull request:

    https://github.com/apache/spark/pull/11125#issuecomment-183098615
  
    @movelikeriver Thanks for improving the example code! We want to keep the 
example code simple because they are included in the user guide. So there are 
some special trade-offs. Also, if you make changes to the Python example code, 
do you mind updating the Java and Scala examples as well? They should be 
synced. Thanks!


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