.NET使用DRPC远程调用运行在Storm上的拓扑



Distributed RPC(DRPC)是Storm构建在Thrift协议上的RPC的实现,DRPC使得你可以通过多种语言远程的使用Storm集群的计算能力。DRPC并非Storm的基础特性,但它确实非常有用。DRPC的整个过程与一般的RPC没有区别,客户端只需要调用一个远程的方法并等待返回结果。主要工作已经被DRPC Server封装,服务端在这个过程中完成了以下步骤:

  • 从客户端接收一个RPC请求;
  • 将请求发送到storm topology;
  • 从storm topology接收结果;
  • 将结果发回给等待的客户端。

    image

    storm-net-adapter现在已经完成了对DRPC的支持,因此你可以使用dotNet编写代码远程调用任何支持语言编写的支持DRPC的Topology,当然你也可以使用dotNet编写Topology供其它语言通过DRPC调用。

    DRPC是storm-net-adapter新增加的特性,因此需要使用最新的类库,你可以使用源代码自行编译,或者下载最新的Release,还可以使用Nuget获取最新版本。

    PM> Install-Package Storm.Net.Adapter

    推荐大家使用Nuget获取,方便管理依赖项。下面将介绍如何通过DRPC调用运行在Storm集群的方法,在这之前,你需要已经熟悉Storm环境的搭建与集群部署,不了解的可以先看我之前的文章。为了尽可能的简单,我们使用了Storm官方的BasicDRPCTopology,这个是一个简单的使用JAVA编写的DRPC Topology,它的功能仅仅是在传入的单词后面增加一个感叹号。

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* distributed under the License is distributed on an "AS IS" BASIS,
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package storm.starter;

import backtype.storm.Config;
import backtype.storm.LocalCluster;
import backtype.storm.LocalDRPC;
import backtype.storm.StormSubmitter;
import backtype.storm.drpc.LinearDRPCTopologyBuilder;
import backtype.storm.topology.BasicOutputCollector;
import backtype.storm.topology.OutputFieldsDeclarer;
import backtype.storm.topology.base.BaseBasicBolt;
import backtype.storm.tuple.Fields;
import backtype.storm.tuple.Tuple;
import backtype.storm.tuple.Values;

/**
* This topology is a basic example of doing distributed RPC on top of Storm. It implements a function that appends a
* "!" to any string you send the DRPC function.
* <p/>
* See https://github.com/nathanmarz/storm/wiki/Distributed-RPC for more information on doing distributed RPC on top of
* Storm.
*/
public class BasicDRPCTopology {
public static class ExclaimBolt extends BaseBasicBolt {
@Override
public void execute(Tuple tuple, BasicOutputCollector collector) {
String input = tuple.getString(1);
collector.emit(new Values(tuple.getValue(0), input + "!"));
}

@Override
public void declareOutputFields(OutputFieldsDeclarer declarer) {
declarer.declare(new Fields("id", "result"));
}

}

public static void main(String[] args) throws Exception {
LinearDRPCTopologyBuilder builder = new LinearDRPCTopologyBuilder("exclamation");
builder.addBolt(new ExclaimBolt(), 3);

Config conf = new Config();

if (args == null || args.length == 0) {
LocalDRPC drpc = new LocalDRPC();
LocalCluster cluster = new LocalCluster();

cluster.submitTopology("drpc-demo", conf, builder.createLocalTopology(drpc));

for (String word : new String[]{ "hello", "goodbye" }) {
System.out.println("Result for \"" + word + "\": " + drpc.execute("exclamation", word));
}

cluster.shutdown();
drpc.shutdown();
}
else {
conf.setNumWorkers(2);
StormSubmitter.submitTopologyWithProgressBar(args[0], conf, builder.createRemoteTopology());
}
}
}

相关代码已经集成到storm-starter中,下面我们还需要修改一下Storm的配置文件:

drpc.servers:
 - "drpc1.foo.com"
 - "drpc2.foo.com"

将drpc1.foo.com替换成你接下来要启动drpc服务机器的IP或者域名,你可以只保留一条,也可以继续增加服务的数量。

在你刚刚填写的IP所在服务器上启动drpc服务:

$ storm drpc

使用storm命令提交Topology:

$ storm jar storm-starter-*.jar storm.starter.BasicDRPCTopology drpc-test

然后我们就可以在Csharp上编写代码调用了:

DRPCClient client = new DRPCClient("localhost", 3772);
string result = client.execute("exclamation", "hello word");

替换 localhost 为你的drpc服务器的地址,exclamation为你在java中设置的LinearDRPCTopologyBuilder的名称;我也在项目中新增了一个控制台程序Storm.DRPC.Demo以便大家用于测试!

本文来自 The NewIdea,作者 Carey Tzou 。
永久地址:https://www.tnidea.com/dot-net-drpc-storm.html
未经授权,拒绝任何全文及摘要转载!