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 --
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