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

    https://github.com/apache/spark/pull/2455#discussion_r18537414
  
    --- Diff: 
core/src/main/scala/org/apache/spark/util/random/RandomSampler.scala ---
    @@ -53,56 +89,238 @@ trait RandomSampler[T, U] extends Pseudorandom with 
Cloneable with Serializable
      * @tparam T item type
      */
     @DeveloperApi
    -class BernoulliSampler[T](lb: Double, ub: Double, complement: Boolean = 
false)
    +class BernoulliPartitionSampler[T](lb: Double, ub: Double, complement: 
Boolean = false)
    --- End diff --
    
    `Partition` is slightly confusing in the Spark context, but I don't have 
good suggestions. Another problem with this change is that this is a public 
API. Though it is still marked as DeveloperApi, It would be better if we don't 
change it unless it is necessary. For example, we can add `GapBernoulliSampler` 
and keep this one.


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