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

    https://github.com/apache/spark/pull/11119#discussion_r55965857
  
    --- Diff: 
mllib/src/test/scala/org/apache/spark/ml/clustering/KMeansSuite.scala ---
    @@ -118,6 +138,11 @@ object KMeansSuite {
         sql.createDataFrame(rdd)
       }
     
    +  def generateKMeansModel(dim: Int, k: Int): KMeansModel = {
    --- End diff --
    
    `generateRandomKMeansModel`. Added an random seed with default value into 
this signature to make the whole thing kind of deterministic. 


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