Github user MLnick commented on the pull request:

    https://github.com/apache/spark/pull/12454#issuecomment-211240491
  
    I had originally thought we could include some code for `CountVectorizer` 
in the example... but it might be a bit verbose then, so this looks better 
actually.
    
    Made a few small doc comments, otherwise LGTM.


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