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

    https://github.com/apache/spark/pull/11578#discussion_r56616608
  
    --- Diff: 
core/src/main/scala/org/apache/spark/util/random/RandomSampler.scala ---
    @@ -41,6 +41,12 @@ trait RandomSampler[T, U] extends Pseudorandom with 
Cloneable with Serializable
       /** take a random sample */
       def sample(items: Iterator[T]): Iterator[U]
    --- End diff --
    
    I think it is doable. However, I am not sure we want to completely remove 
iterator-based implementation. @mengxr What do you think?


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