How to set thread number for the parallel collections?

Question

I can run scala\'s foreach in parallel like that:

val N = 100
(0 until N).par.foreach(i => {
   // do something
})

But how can I set thread

Answer 1

Official Scala documentation provides a way to change the task support of a parallel collection like this:

import scala.collection.parallel._
val pc = mutable.ParArray(1, 2, 3)
pc.tasksupport = new ForkJoinTaskSupport(new scala.concurrent.forkjoin.ForkJoinPool(2))

Also it is mentioned that

The execution context task support is set to each parallel collection by default, so parallel collections reuse the same fork-join pool as the future API.

It means that you should create single pool and reuse it. This approach causes resource leak:

def calculate(collection: Seq[Int]): Seq[Int] = {
  val parallel = collection.par
  parallel.tasksupport = new ForkJoinTaskSupport(new ForkJoinPool(5))
  parallel.map(_ * 2).seq
} 

Right way to do this would be to reuse existing pool:

val taskSupport = new ForkJoinTaskSupport(new ForkJoinPool(5))

def calculate(collection: Seq[Int]): Seq[Int] = {
  val parallel = collection.par
  parallel.tasksupport = taskSupport
  parallel.map(_ * 2).seq
}