Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/10469#issuecomment-175998765
  
    @yanboliang I hope you don't mind, but I took the liberty of experimenting 
a bit myself and sending this PR: [https://github.com/yanboliang/spark/pull/4]  
Please let me know what you think!
    
    Btw, thanks for the generalization-related updates.  I guess we'd have to 
go further (providing MLWriter, MLReader abstract classes) if we wanted to 
allow Python developers to implement persistence from Python, but we can 
address that in the future (if anyone requests it).  Your changes should help 
us work towards that though.


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