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

    https://github.com/apache/spark/pull/16020#discussion_r90599078
  
    --- Diff: mllib/src/main/scala/org/apache/spark/ml/clustering/KMeans.scala 
---
    @@ -334,10 +334,10 @@ class KMeans @Since("1.5.0") (
         val summary = new KMeansSummary(
           model.transform(dataset), $(predictionCol), $(featuresCol), $(k))
         model.setSummary(Some(summary))
    -    instr.logSuccess(model)
         if (handlePersistence) {
           instances.unpersist()
         }
    +    instr.logSuccess(model)
    --- End diff --
    
    The `handlePersistence` check in `KMeans` at L309 should also be updated to 
use `dataset.storageLevel`. Since we're touching KMeans here anyway we may as 
well do it now.


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