Github user jegonzal commented on the pull request:

    https://github.com/apache/spark/pull/3099#issuecomment-61935382
  
    Both of those solutions seem reasonable.  However I wonder if PMML is 
sufficient to express complex model pipelines?  The later solution seems much 
more interesting and would be perhaps something  @dcrankshaw might want 
investigate. 


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