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

    https://github.com/apache/spark/pull/19904#discussion_r156348973
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/tuning/CrossValidator.scala ---
    @@ -146,25 +147,18 @@ class CrossValidator @Since("1.2.0") (@Since("1.4.0") 
override val uid: String)
           val validationDataset = sparkSession.createDataFrame(validation, 
schema).cache()
           logDebug(s"Train split $splitIndex with multiple sets of 
parameters.")
     
    +      val completeFitCount = new AtomicInteger(0)
    --- End diff --
    
    You can also turn a sequence of futures into a future then map on that 
single future and do the unpersist there.


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