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

    https://github.com/apache/spark/pull/20095#discussion_r159131555
  
    --- Diff: mllib/src/main/scala/org/apache/spark/ml/Estimator.scala ---
    @@ -79,7 +82,52 @@ abstract class Estimator[M <: Model[M]] extends 
PipelineStage {
        */
       @Since("2.0.0")
       def fit(dataset: Dataset[_], paramMaps: Array[ParamMap]): Seq[M] = {
    --- End diff --
    
    Let's deprecate this method, say it will be removed in the 3.0.0 release, 
and tell users and developers to use fitMultiple instead.


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