Github user jkbradley commented on a diff in the pull request:

    https://github.com/apache/spark/pull/20058#discussion_r159021297
  
    --- Diff: python/pyspark/ml/base.py ---
    @@ -47,6 +86,28 @@ def _fit(self, dataset):
             """
             raise NotImplementedError()
     
    +    @since("2.3.0")
    +    def fitMultiple(self, dataset, params):
    --- End diff --
    
    Check out the discussion on the JIRA and the linked design doc.  Basically, 
we need the same argument types but different return types from what the 
current fit() method provides.


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