Scala嵌套期货

Question

我有几个未来。 campaignFuture返回一个List [BigInt]，我希望能够为第一个返回的列表中的每个值调用第二个将来的profileFuture。第二个未来只能在第一个未来完成时调用。我如何在Scala中实现这一目标？

campaignFuture(1923).flatMap?? (May be?)

def campaignFuture(advertiserId: Int): Future[List[BigInt]] = Future {
  val campaignHttpResponse = getCampaigns(advertiserId.intValue())
  parseProfileIds(campaignHttpResponse.entity.asString)
}

def profileFuture(profileId: Int): Future[List[String]] = Future {
  val profileHttpResponse = getProfiles(profileId.intValue())
  parseSegmentNames(profileHttpResponse.entity.asString)
}    

Answer 1

由于我们混合使用List和Future，因此理解不适用。 所以，你的朋友是map和flatMap：

对未来结果做出反应

  import scala.concurrent.{Future, Promise, Await}
  import scala.concurrent.duration.Duration
  import scala.concurrent.ExecutionContext.Implicits.global

  def campaignFuture(advertiserId: Int): Future[List[BigInt]] = Future {
    List(1, 2, 3)
  }
  def profileFuture(profileId: Int): Future[List[String]] = {
    // delayed Future
    val p = Promise[List[String]]
    Future {
      val delay: Int = (math.random * 5).toInt
      Thread.sleep(delay * 1000)
      p.success(List(s"profile-for:$profileId", s"delayed:$delay sec"))
    }
    p.future
  }



  // Future[List[Future[List[String]]]
  val listOfProfileFuturesFuture = campaignFuture(1).map { campaign =>
    campaign.map(id => profileFuture(id.toInt))
  }

  // React on Futures which are done
  listOfProfileFuturesFuture foreach { campaignFutureRes =>
    campaignFutureRes.foreach { profileFutureRes =>
      profileFutureRes.foreach(profileListEntry => println(s"${new Date} done: $profileListEntry"))
    }
  }


  // !!ONLY FOR TESTING PURPOSE - THIS CODE BLOCKS AND EXITS THE VM WHEN THE FUTURES ARE DONE!!
  println(s"${new Date} waiting for futures")
  listOfProfileFuturesFuture.foreach{listOfFut =>
    Await.ready(Future.sequence(listOfFut), Duration.Inf)
    println(s"${new Date} all futures done")
    System.exit(0)
  }
  scala.io.StdIn.readLine()

立即获得所有期货的结果

  import scala.concurrent.{Future, Await}
  import scala.concurrent.duration.Duration
  import scala.concurrent.ExecutionContext.Implicits.global

  def campaignFuture(advertiserId: Int): Future[List[BigInt]] = Future {
    List(1, 2, 3)
  }
  def profileFuture(profileId: Int): Future[List[String]] = Future {
    List(s"profile-for:$profileId")
  }


  // type: Future[List[Future[List[String]]]]
  val listOfProfileFutures = campaignFuture(1).map { campaign =>
    campaign.map(id => profileFuture(id.toInt))
  }

  // type: Future[List[List[String]]]
  val listOfProfileFuture = listOfProfileFutures.flatMap(s => Future.sequence(s))


  // print the result
  //listOfProfileFuture.foreach(println)
  //scala.io.StdIn.readLine()

  // wait for the result (THIS BLOCKS INFINITY!)
  Await.result(listOfProfileFuture, Duration.Inf)

---

• 我们使用Future.sequence将List [Future [T]]转换为Future [List [T]]。
• flatMap从Future [Future [T]]
获得未来[T]
• 如果您需要等待结果（阻止！）使用Await等待结果