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

    https://github.com/apache/spark/pull/15965#discussion_r89078980
  
    --- Diff: mllib/src/main/scala/org/apache/spark/ml/clustering/KMeans.scala 
---
    @@ -306,12 +307,19 @@ class KMeans @Since("1.5.0") (
     
       @Since("2.0.0")
       override def fit(dataset: Dataset[_]): KMeansModel = {
    +    val handlePersistence = dataset.rdd.getStorageLevel == 
StorageLevel.NONE
    +    fit(dataset, handlePersistence)
    +  }
    +  @Since("2.0.0")
    --- End diff --
    
    This still has several problems. This can't be since 2.0.0 and there is no 
space before this line.


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