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

    https://github.com/apache/spark/pull/19340#discussion_r162396652
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/clustering/KMeans.scala ---
    @@ -546,10 +577,111 @@ object KMeans {
           .run(data)
       }
     
    +  private[spark] def validateInitMode(initMode: String): Boolean = {
    +    initMode match {
    +      case KMeans.RANDOM => true
    +      case KMeans.K_MEANS_PARALLEL => true
    +      case _ => false
    +    }
    +  }
    +  private[spark] def validateDistanceMeasure(distanceMeasure: String): 
Boolean = {
    --- End diff --
    
    Nit: blank line before


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