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import org.apache.spark._ | |
import org.apache.spark.streaming.{StreamingContext, Duration} | |
import scala.reflect._ | |
import org.apache.spark.streaming.receiver.ActorHelper | |
import akka.actor.{Actor, Props} | |
class ReceiverActorFoo[A:ClassTag] | |
extends Actor with ActorHelper { | |
override def receive = { | |
case msg : A => store[A](msg) | |
} | |
} | |
object ReceiverActorDemo extends App { | |
val conf = new SparkConf().setMaster("local[5]").setAppName("ReceiverActorDemo") | |
val sc = new SparkContext(conf) | |
val batchDuration = Duration(100) | |
val ssc = new StreamingContext(sc, batchDuration) | |
// get reference to receiver actor so we can send messages to it | |
val driverHost = sc.getConf.get("spark.driver.host") | |
val driverPort = sc.getConf.get("spark.driver.port") | |
val receiverActorName = "ReceiverActorFoo" | |
val actorSystem = SparkEnv.get.actorSystem | |
val actorUrl = s"akka.tcp://sparkDriver@$driverHost:$driverPort/user/Supervisor0/$receiverActorName" | |
val receiverActor = actorSystem.actorSelection(actorUrl) | |
val inputDStream = ssc.actorStream(Props(new ReceiverActorFoo[String]), receiverActorName) | |
inputDStream. print | |
ssc.start | |
Thread.sleep(500) | |
for (msg <- "hola caracola que tal lo llevas yo aqui intentando usar actores con Spark Streaming q esta crudo".split("""\s+""")) { | |
println(s"sending message [${msg}] to receiver actor $receiverActor") | |
receiverActor ! msg | |
Thread.sleep(50) | |
} | |
ssc.stop(stopSparkContext=true, stopGracefully = true) | |
} |
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