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

    https://github.com/apache/spark/pull/6737#discussion_r34103245
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/clustering/KMeans.scala ---
    @@ -193,20 +208,30 @@ class KMeans private (
     
         val initStartTime = System.nanoTime()
     
    -    val centers = if (initializationMode == KMeans.RANDOM) {
    -      initRandom(data)
    -    } else {
    -      initKMeansParallel(data)
    -    }
    +    // Only one run is allowed when initialModel is given
    +    val numRuns = if (initialModel.nonEmpty) 1 else runs
    +    logWarning("Ignoring runs; one run is allowed when initialModel is 
given.")
    --- End diff --
    
    Please print warning only if ```initialModel.nonEmpty && runs > 1```


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