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

    https://github.com/apache/spark/pull/17117#discussion_r104084877
  
    --- Diff: mllib/src/main/scala/org/apache/spark/ml/clustering/KMeans.scala 
---
    @@ -123,7 +126,8 @@ class KMeansModel private[ml] (
       @Since("2.0.0")
       override def transform(dataset: Dataset[_]): DataFrame = {
         transformSchema(dataset.schema, logging = true)
    -    val predictUDF = udf((vector: Vector) => predict(vector))
    +    val tmpParent: MLlibKMeansModel = parentModel
    --- End diff --
    
    Can we change it to `localParent`? That's the convention we have taken 
elsewhere when we want to get a separate pointer to a class member.


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