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

    https://github.com/apache/spark/pull/9108#discussion_r47414093
  
    --- Diff: mllib/src/main/scala/org/apache/spark/mllib/util/MLUtils.scala ---
    @@ -270,7 +270,7 @@ object MLUtils {
        */
       @Since("1.0.0")
       @Experimental
    -  def kFold[T: ClassTag](rdd: RDD[T], numFolds: Int, seed: Int): 
Array[(RDD[T], RDD[T])] = {
    +  def kFold[T: ClassTag](rdd: RDD[T], numFolds: Int, seed: Long): 
Array[(RDD[T], RDD[T])] = {
    --- End diff --
    
    It's likely source compatible, but I'm not sure if it's binary compatible.  
It might be good to create a version for Int which calls into this version 
taking Long.


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