How to carry on executing Future sequence despite failure?

问题

The traverse method from Future object stops at first failure. I want a tolerant/forgiving version of this method which on occurrence of errors carries on with the rest of the sequence.

Currently we have added the following method to our utils:

def traverseFilteringErrors[A, B <: AnyRef]
                           (seq: Seq[A])
                           (f: A => Future[B]): Future[Seq[B]] = {
  val sentinelValue = null.asInstanceOf[B]
  val allResults = Future.traverse(seq) { x =>
    f(x) recover { case _ => sentinelValue }
  }
  val successfulResults = allResults map { result =>
    result.filterNot(_ == sentinelValue)
  }
  successfulResults
}

Is there a better way to do this?

回答1:

A genuinely useful thing (generally speaking) would be to be able to promote the error of a future into a proper value. Or in other words, transform a Future[T] into a Future[Try[T]] (the succesful return value becomes a Success[T] while the failure case becomes a Failure[T]). Here is how we might implement it:

// Can also be done more concisely (but less efficiently) as:
// f.map(Success(_)).recover{ case t: Throwable => Failure( t ) }
// NOTE: you might also want to move this into an enrichment class
def mapValue[T]( f: Future[T] ): Future[Try[T]] = {
  val prom = Promise[Try[T]]()
  f onComplete prom.success
  prom.future
}

Now, if you do the following:

Future.traverse(seq)( f andThen mapValue )

You'll obtain a succesful Future[Seq[Try[A]]], whose eventual value contains a Success instance for each successful future, and a Failure instance for each failed future. If needed, you can then use collect on this seq to drop the Failure instances and keep only the sucessful values.

In other words, you can rewrite your helper method as follows:

def traverseFilteringErrors[A, B](seq: Seq[A])(f: A => Future[B]): Future[Seq[B]] = {
  Future.traverse( seq )( f andThen mapValue ) map ( _ collect{ case Success( x ) => x } )
}

来源：https://stackoverflow.com/questions/15775824/how-to-carry-on-executing-future-sequence-despite-failure

标签

scala

concurrency

future