Scala Futures - built in timeout?
there is an aspect of futures that I do not exactly understand from the official tutorial ref. http://docs.scala-lang.org/overviews/core/futures.html
Do futures in scala have a built in time-out mechanism of some kind? Let's say the example below was a 5 gigabyte text file... does the implied scope of "Implicits.global" eventually cause onFailure to fire in a non-blocking way or can that be defined? And without a default time-out of some kind, wouldn't that imply it's possible neither success nor failure would ever fire?
import scala.concurrent._
import ExecutionContext.Implicits.global
val firstOccurence: Future[Int] = future {
val source = scala.io.Source.fromFile("myText.txt")
source.toSeq.indexOfSlice("myKeyword")
}
firstOccurence onSuccess {
case idx => println("The keyword first appears at position: " + idx)
}
firstOccurence onFailure {
case t => println("Could not process file: " + t.getMessage)
}
Solution 1:
You only get timeout behavior when you use blocking to get the results of the Future
. If you want to use the non-blocking callbacks onComplete
, onSuccess
or onFailure
, then you would have to roll your own timeout handling. Akka has built in timeout handling for request/response (?
) messaging between actors, but not sure if you want to start using Akka. FWIW, in Akka, for timeout handling, they compose two Futures
together via Future.firstCompletedOf
, one which represents the actual async task and one that represents the timeout. If the timeout timer (via a HashedWheelTimer
) pops first, you get a failure on the async callback.
A very simplified example of rolling your own might go something like this. First, an object for scheduling timeouts:
import org.jboss.netty.util.{HashedWheelTimer, TimerTask, Timeout}
import java.util.concurrent.TimeUnit
import scala.concurrent.duration.Duration
import scala.concurrent.Promise
import java.util.concurrent.TimeoutException
object TimeoutScheduler{
val timer = new HashedWheelTimer(10, TimeUnit.MILLISECONDS)
def scheduleTimeout(promise:Promise[_], after:Duration) = {
timer.newTimeout(new TimerTask{
def run(timeout:Timeout){
promise.failure(new TimeoutException("Operation timed out after " + after.toMillis + " millis"))
}
}, after.toNanos, TimeUnit.NANOSECONDS)
}
}
Then a function to take a Future and add timeout behavior to it:
import scala.concurrent.{Future, ExecutionContext, Promise}
import scala.concurrent.duration.Duration
def withTimeout[T](fut:Future[T])(implicit ec:ExecutionContext, after:Duration) = {
val prom = Promise[T]()
val timeout = TimeoutScheduler.scheduleTimeout(prom, after)
val combinedFut = Future.firstCompletedOf(List(fut, prom.future))
fut onComplete{case result => timeout.cancel()}
combinedFut
}
Note that the HashedWheelTimer
I am using here is from Netty.
Solution 2:
All of these answers require additional dependencies. I decided to write a version using java.util.Timer which is an efficient way to run a function in the future, in this case to trigger a timeout.
Blog post with more details here
Using this with Scala's Promise, we can make a Future with timeout as follows:
package justinhj.concurrency
import java.util.concurrent.TimeoutException
import java.util.{Timer, TimerTask}
import scala.concurrent.duration.FiniteDuration
import scala.concurrent.{ExecutionContext, Future, Promise}
import scala.language.postfixOps
object FutureUtil {
// All Future's that use futureWithTimeout will use the same Timer object
// it is thread safe and scales to thousands of active timers
// The true parameter ensures that timeout timers are daemon threads and do not stop
// the program from shutting down
val timer: Timer = new Timer(true)
/**
* Returns the result of the provided future within the given time or a timeout exception, whichever is first
* This uses Java Timer which runs a single thread to handle all futureWithTimeouts and does not block like a
* Thread.sleep would
* @param future Caller passes a future to execute
* @param timeout Time before we return a Timeout exception instead of future's outcome
* @return Future[T]
*/
def futureWithTimeout[T](future : Future[T], timeout : FiniteDuration)(implicit ec: ExecutionContext): Future[T] = {
// Promise will be fulfilled with either the callers Future or the timer task if it times out
val p = Promise[T]
// and a Timer task to handle timing out
val timerTask = new TimerTask() {
def run() : Unit = {
p.tryFailure(new TimeoutException())
}
}
// Set the timeout to check in the future
timer.schedule(timerTask, timeout.toMillis)
future.map {
a =>
if(p.trySuccess(a)) {
timerTask.cancel()
}
}
.recover {
case e: Exception =>
if(p.tryFailure(e)) {
timerTask.cancel()
}
}
p.future
}
}