Github user jkbradley commented on the pull request:

    https://github.com/apache/spark/pull/12498#issuecomment-214485807
  
    Update after speaking with @mengxr 
    Since we're breaking behavior anyways with with PR, perhaps we should try 
to enforce good practice by:
    * Removing "native" support in spark.ml and pyspark.ml.
    * We can leave spark.mllib as is  (no need to support it in pyspark.mllib, 
which would be a bit complex since we would need to create a wrapper for 
spark.mllib).
    
    I'll create a JIRA for this.


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