Github user mengxr commented on a diff in the pull request:
https://github.com/apache/spark/pull/916#discussion_r13691100
--- Diff: core/src/main/scala/org/apache/spark/rdd/RDD.scala ---
@@ -394,20 +402,22 @@ abstract class RDD[T: ClassTag](
return new Array[T](0)
}
- if (initialCount > Integer.MAX_VALUE - 1) {
- maxSelected = Integer.MAX_VALUE - 1
- } else {
- maxSelected = initialCount.toInt
+ if (!withReplacement && num > initialCount) {
+ throw new IllegalArgumentException("Cannot create sample larger than
the original when " +
+ "sampling without replacement")
}
- if (num > initialCount && !withReplacement) {
- total = maxSelected
- fraction = multiplier * (maxSelected + 1) / initialCount
- } else {
- fraction = multiplier * (num + 1) / initialCount
- total = num
+ if (initialCount > Int.MaxValue - 1) {
+ val maxSelected = Int.MaxValue - (numStDev *
math.sqrt(Int.MaxValue)).toInt
--- End diff --
`maxSelected` -> `maxSampleSize`? Because we haven't selected any yet.
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