初识Akka之Router
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背景介绍
简单来说Akka是一个用于构建服务端分布式应用的框架,其具有高并发、可扩展、容错性等特点。Akka中的基本单位是Actor,Actor可以与线程来作为类比,有自己的标识符、存储空间、调度策略、生命周期等。每个Actor相互之间的交互都是通过消息(可以是字符串、二进制数据、自定义对象等)来实现的,这样就避免了每个Actor的耦合。更重要的是生成一个Actor只占用40多个字节的存储空间(我自己测试的是50字节左右),1G内存的情况下,可以生成250w个Actor!其并发性能超强悍~~~
Akka官方文档:http://akka.io/docs/
背景知识简要介绍完了,本篇的主题是怎样实现Akka文档中介绍的router
router即路由,消息传递到router后,router根据响应的策略将消息下发到其所管理的routees, routees可以看做是一系列Actor的集合,每个Actor当然既可以是本地的Actor也 可以是远程的Actor。本文将给出本地和远程的两种测试实例。
准备工作:
开发环境:ItelliJ IDEA
工程类型:Maven
1.工程目录结构
2.Maven 配置文件
<?xml version="1.0" encoding="UTF-8"?><project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> <modelVersion>4.0.0</modelVersion> <groupId>com.akka.route</groupId> <artifactId>akka</artifactId> <version>1.0-SNAPSHOT</version> <name>${project.artifactId}-${project.version}</name> <repositories> <repository> <id>akka-snapshots</id> <name>Akka Snapshots</name> <url>http://repo.akka.io/snapshots/</url> <layout>default</layout> </repository> </repositories> <dependencies> <dependency> <groupId>com.typesafe.akka</groupId> <artifactId>akka-actor_2.11</artifactId> <!--Must be 2.2-SNAPSHOT--> <version>2.3.12</version> </dependency> <dependency> <groupId>com.typesafe.akka</groupId> <artifactId>akka-remote_2.11</artifactId> <version>2.3.12</version> </dependency> <dependency> <groupId>org.apache.maven.archetypes</groupId> <artifactId>maven-archetype-quickstart</artifactId> <version>1.1</version> </dependency> </dependencies></project>
此项目中用到的akka版本是2.3.12,对应的远程模块remote版本也是2.3.12
3.akka配置文件 application.conf
# akka 2.3LocalSys{ akka { actor { provider = "akka.remote.RemoteActorRefProvider" deployment { /router1{ router = round-robin-pool nr-of-instances = 5 } /router3{ router = random-group routees.paths = [ #set the remote actor path "akka.tcp://RemoteNodeApp@192.168.86.129:2552/user/remoteActor", #set the localhost actor path "akka.tcp://RemoteNodeApp@127.0.0.1:2552/user/remoteActor" ] } } } }}
Akka的配置文件很复杂,此处只给出了需要的配置。
3.Main 程序
import akka.actor.*;import akka.event.Logging;import akka.event.LoggingAdapter;import com.typesafe.config.ConfigFactory;/** * Created by rootigo on 2016/7/28. */public class Main { /**For a remote akka project ,the top system must be set once,otherwise it will cause "Address already in use" exception, *The akka use default port 2552 */ public static ActorSystem _system = ActorSystem.create("parent", ConfigFactory .load().getConfig("LocalSys")); public static void main(String[] args) throws InterruptedException { ActorRef masterRef = _system.actorOf(Props.create(Master.class),"Master"); for(int i = 0 ;i < 10;i ++) { int payload = i * 10; masterRef.tell(new Work(""+payload+""), null); Thread.sleep(1000 * 2); } }}
Main是此项目的启动程序,先根据配置文件application.conf创建ActorSystem,后面由此system创建的Actor都在此system根路径之下,即/parent/user/some_actor
import java.io.Serializable;import java.util.Arrays;import java.util.List;import akka.actor.*;import akka.event.Logging;import akka.event.LoggingAdapter;import akka.routing.*;import com.typesafe.config.ConfigFactory;public final class Work implements Serializable{ private static final long serialVersionUID = 1L; public String payload; public Work(String payload){ this.payload = payload; }} /** Route Logic * RoundRobinRoutingLogic * RandomRoutingLogic * SmallestMailboxRoutingLogic * BroadcastRoutingLogic * ScatterGatherFirstCompletedRoutingLogic * TailChoppingRoutingLogic * ConsistentHashRoutingLogic * */class Master extends UntypedActor { LoggingAdapter log = Logging.getLogger(getContext().system(), this); ActorRef getRouteeRef(){ ActorRef workerpool = Main._system.actorOf(Props.create(Worker.class) ); return workerpool; } ActorRef getRemoteRouter(String remoteAddr){ String remoteActorAddr = String.format("akka.tcp://RemoteNodeApp@%s/user/remoteActor",remoteAddr); ActorRef routerRemote = getContext().actorFor(remoteActorAddr); return routerRemote; } ActorRef getRoundRobinPoolRef(){ //Props.create(Worker.class) means create a Worker actor ActorRef routerRef = Main._system.actorOf(FromConfig.getInstance().props(Props.create(Worker.class)),"router1"); System.out.printf("RoundRobinGroup actor path is:{%s}\n",routerRef.path()); return routerRef; } ActorRef getRoundRobinGroupRefByCoding(){ //Before using RoundRobinGroup(paths) to router w1,w2,w3,this three actors must be created Main._system.actorOf(Props.create(Worker.class),"w1"); Main._system.actorOf(Props.create(Worker.class),"w2"); Main._system.actorOf(Props.create(Worker.class),"w3"); ///Round-robin-Group by program code List<String> paths = Arrays.asList("/user/w1", "/user/w2", "/user/w3"); ActorRef routerRef = Main._system.actorOf(new RoundRobinGroup(paths).props(), "router2"); ActorRef w1 = Main._system.actorFor("/user/w1"); ActorRef w2 = Main._system.actorFor("/user/w2"); ActorRef w3 = Main._system.actorFor("/user/w3"); System.out.printf("W1 path:{%s,%s},W2 path:{%s,%s},W3 path:{%s,%s}\n", w1.path(),w1.isTerminated(),w2.path(),w2.isTerminated(),w3.path(),w3.isTerminated()); /// Round-robin-group System.out.printf("RoundRobinGroup actor path is:{%s}\n",routerRef.path()); return routerRef; } ActorRef getRoundRobinGroupRefByConfigureFile(){ //router the remote actor as routees,make sure that the remote actors must be running ActorRef routerRef = Main._system.actorOf(FromConfig.getInstance().props(),"router3"); System.out.printf("RoundRobinGroup actor path is:{%s}\n",routerRef.path()); return routerRef; } void addRouteeProgramtically(List<Routee> routees){ for(int i = 0 ;i < 5;i++){ // ActorRef r = getContext().actorOf(Props.create(Worker.class),"Worker" + i); String remoteAddr = "192.168.86.129:2552"; if(i % 2 ==0){ remoteAddr = "127.0.0.1:2552"; } ActorRef r = getRemoteRouter(remoteAddr); System.out.printf("{%s} path is {%s}\n",i,r.path()); getContext().watch(r); routees.add(new ActorRefRoutee(r)); } } //1.Use router and routees to router the message Router router ; /* { List<Routee> routees = new ArrayList<Routee>(); ActorRef r = getRoundRobinGroupRefByConfigureFile(); getContext().watch(r); routees.add(new ActorRefRoutee(r)); router = new Router(new RoundRobinRoutingLogic(),routees); } */ //2.Use the RoundRobinGroup or RoundRobinPool to get the router ActorPath routerPath = getRoundRobinGroupRefByConfigureFile().path(); public void onReceive(Object msg){ ActorRef sender = getSender(); if(msg instanceof String){ log.info("Msg From Sender[{}]:{}\n",sender.path(),msg); } else if(msg instanceof Work){ log.info("[{}]Send Forward Message:'{}' to router \n" ,getSelf().path(), ((Work) msg).payload,routerPath); /* //Sending messages via the router,the sender is the router iteself router.route(((Work) msg).payload,getSelf()); */ ActorSelection selection = getContext().actorSelection(routerPath); selection.tell(((Work) msg).payload,getSelf()); } else if(msg instanceof Terminated){ router = router.removeRoutee(((Terminated)msg).actor()); ActorRef r = getContext().actorOf(Props.create(Worker.class)); getContext().watch(r); router = router.addRoutee(new ActorRefRoutee(r)); } }}
需要强调的是,在用RoundRobinGroup(和其他Group)获取作为router的Actor时,一定要保证routees.path中涉及的远程Actor已经存在,否则消息无法正确传递。
方法getRoundRobinGroupByCoding()中的/user/w1,/user/w2,/user/w3三个Actor要提前创建。
从代码中可以看出,创建Router有两种方法,一种是通过向Router中逐个添加routee,另外一种就是用RoundRobinGroup或者RoudRobinPool来创建Router的ActorRef。
5.Worker文件
import akka.actor.ActorPath;import akka.actor.UntypedActor;import akka.event.Logging;import akka.event.LoggingAdapter;public class Worker extends UntypedActor { LoggingAdapter log = Logging.getLogger(getContext().system(), this); @Override public void onReceive(Object msg){ ActorPath path = getSender().path(); ActorPath myself = getSelf().path(); if(msg instanceof Work){ String payload = ((Work)msg).payload; log.info("Receive Work({}) From :{}",payload,path); } else if(msg instanceof String){ log.info("Receive message:{} From :{}",msg,path); } }}
最后,还需要一个远程的服务端RemoteNodeApp,不再列出,下面给出附件,自行下载。
http://download.csdn.net/detail/igoqhb/9590561
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