Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/12020#issuecomment-206502532
  
    To clarify: I think it is OK to have save/load examples in the doc tests, 
but if a test has significant validity testing, then it is better to put it in 
a unit test.
    
    This LGTM
    Thanks a lot @yinxusen  and @holdenk for helping to review!
    Merging with master


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