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Ackable Batching Streaming
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| import akka.actor.ActorSystem | |
| import akka.stream.ActorFlowMaterializer | |
| import akka.stream.scaladsl.Source | |
| object Main extends App { | |
| implicit val system = ActorSystem("mySystem") | |
| implicit val materializer = ActorFlowMaterializer() | |
| val srcProps = BatchingConsumingProducer.props(FakeKafkaConsumer.props, 5) | |
| val src = Source.actorPublisher[Ackable[Array[Byte]]](srcProps) | |
| src.runForeach { msg => | |
| println("got it!") | |
| println(msg) | |
| msg.ack | |
| } | |
| } |
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| import akka.actor.{ActorRef, FSM, Props} | |
| import akka.stream.actor.ActorPublisher | |
| import BatchingConsumingProducer._ | |
| import akka.stream.actor.ActorPublisherMessage.Request | |
| import scala.concurrent.duration._ | |
| class BatchingConsumingProducer(consumerProps: Props, batchSize: Long) | |
| extends FSM[State, Data] | |
| with ActorPublisher[Ackable[Array[Byte]]] { | |
| val consumer = context.actorOf(consumerProps) | |
| startWith(Batching, emptyBatch) | |
| when(Batching, 1000.millis) { | |
| case Event(Consumed(msg), Batch(msgs)) => | |
| val batch = msg :: msgs | |
| if (batch.size >= batchSize) { | |
| val startProgress = DeliveryProgress(0, batch) | |
| val currentProgress = deliverDemand(startProgress) | |
| goto(Delivering) using currentProgress | |
| } else { | |
| consumer ! Consume | |
| stay using Batch(batch) | |
| } | |
| case Event(StateTimeout, Batch(Nil)) => | |
| consumer ! Consume | |
| stay using emptyBatch | |
| case Event(StateTimeout, Batch(msgs)) => | |
| goto(Delivering) using DeliveryProgress(0, msgs) | |
| } | |
| when(Delivering) { | |
| case Event(Ack, DeliveryProgress(1, Nil)) => | |
| goto(Batching) using emptyBatch | |
| case Event(Ack, DeliveryProgress(n, msgs)) => | |
| stay using DeliveryProgress(n-1, msgs) | |
| case Event(Request(num), progress: DeliveryProgress) => | |
| val currentProgress = deliverDemand(progress) | |
| stay using currentProgress | |
| } | |
| onTransition { | |
| case Batching -> Delivering => | |
| if (totalDemand > 0) self ! Request(totalDemand) | |
| case Delivering -> Batching => | |
| consumer ! Ack | |
| consumer ! Consume | |
| case _ -> Batching => consumer ! Consume | |
| } | |
| private def deliverDemand(progress: DeliveryProgress) = { | |
| if (totalDemand == 0) progress | |
| else { | |
| val (send, wait) = progress.send.splitAt(totalDemand.toInt) | |
| send.map(x => new AckableMessage(x, self)).foreach(onNext(_)) | |
| DeliveryProgress(progress.awaitAcks + send.size, wait) | |
| } | |
| } | |
| initialize() | |
| consumer ! Consume | |
| } | |
| object BatchingConsumingProducer { | |
| def props(consumerProps: Props, batchSize: Long) = Props(classOf[BatchingConsumingProducer], consumerProps, batchSize) | |
| sealed trait State | |
| case object Batching extends State | |
| case object Delivering extends State | |
| sealed trait Data | |
| case class Batch(messages: List[Array[Byte]]) extends Data | |
| case class DeliveryProgress(awaitAcks: Int, send: List[Array[Byte]]) extends Data | |
| def emptyBatch = Batch(List.empty) | |
| private class AckableMessage[A](val value: A, ackTo: ActorRef) extends Ackable[A] { | |
| def ack: Unit = ackTo ! Ack | |
| def map[B](f: (A) => B): Ackable[B] = new AckableMessage[B](f(value), ackTo) | |
| } | |
| } | |
| case object Ack | |
| trait Ackable[A] { | |
| def value: A | |
| def ack: Unit | |
| def map[B](f: A => B): Ackable[B] | |
| } | |
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