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

    https://github.com/apache/spark/pull/3680#discussion_r22062817
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/mllib/random/RandomDataGenerator.scala ---
    @@ -99,3 +99,69 @@ class PoissonGenerator(val mean: Double) extends 
RandomDataGenerator[Double] {
     
       override def copy(): PoissonGenerator = new PoissonGenerator(mean)
     }
    +
    +/**
    + * :: DeveloperApi ::
    + * Generates i.i.d. samples from the exponential distribution with the 
given mean.
    + *
    + * @param mean mean for the exponential distribution.
    + */
    +@DeveloperApi
    +class ExponentialGenerator(val mean: Double) extends 
RandomDataGenerator[Double] {
    +
    +  private var rng = new ExponentialDistribution(mean)
    +
    +  override def nextValue(): Double = rng.sample()
    +
    +  override def setSeed(seed: Long) {
    +    rng = new ExponentialDistribution(mean)
    --- End diff --
    
    Is this line necessary?


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