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Hadoop中客户端和服务器端的方法调用过程

时间:2015-01-14 19:38:37      阅读:166      评论:0      收藏:0      [点我收藏+]

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Java 动态代理一个简单的demo:(用以对比Hadoop中的动态代理)

Hello接口:

public interface Hello {  
      void sayHello(String to);  
      void print(String p);   
}

Hello接口的实现类:

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public class HelloImpl implements Hello {  
      
    public void sayHello(String to) {  
        System.out.println("Say hello to " + to);  
    }  
      
    public void print(String s) {  
        System.out.println("print : " + s);  
    }  
      
}
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与代理类(HelloImpl类)相关联的InvocationHandler对象

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public class LogHandler implements InvocationHandler {  
      
    private Object dele;  
      
    public LogHandler(Object obj) {  
        this.dele = obj;  
    }  
      
    public Object invoke(Object proxy, Method method, Object[] args) throws Throwable {  
        doBefore();  
        //在这里完全可以把下面这句注释掉,而做一些其它的事情  
        Object result = method.invoke(dele, args);  
        after();  
        return result;  
    }  
      
    private void doBefore() {  
        System.out.println("before....");  
    }  
      
    private void after() {  
        System.out.println("after....");  
    }  
}
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最后测试代码如下:

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public class ProxyTest {  
  
    public static void main(String[] args) {  
        HelloImpl impl = new HelloImpl();  
        LogHandler handler = new LogHandler(impl);  
        //这里把handler与impl新生成的代理类相关联  
        Hello hello = (Hello) Proxy.newProxyInstance(impl.getClass().getClassLoader(), impl.getClass().getInterfaces(), handler);  
          
        //这里无论访问哪个方法,都是会把请求转发到handler.invoke  
        hello.print("All the test");  
        hello.sayHello("Denny");  
    }  
  
}
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Hadoop中的动态代理---客户端方法调用过程

IPC客户端的处理比动态代理实例稍微复杂:代理对象上的调用被InvocationHandler捕获后,请求被打包并通过IPC连接发送到服务器上,客户端等待并在服务器的处理应答到达后,生成并返回调用结果。IPC上的调用是个同步操作,即,线程会一直等待调用结束,才会开始后续处理;而网络的处理时异步的,请求发送后,不需要等待应答。客户端通过java的wait()/notify()机制简单地解决了异步网络处理和同步IPC调用的差异。

 

Hadoop对外提供查询文件状态的接口,如下:

public interface IPCQueryStatus extends VersionedProtocol {
    IPCFileStatus getFileStatus(String filename);
}

客户端通过如下代码调用:

IPCQueryStatus query = (IPCQueryStatus) RPC.getProxy(IPCQueryStatus.class, IPCQueryServer.IPC_VER, addr, new Configuration());
IPCFileStatus status = query.getFileStatus("\tmp\testIPC");

在RPC的getProxy代码如下:

public static VersionedProtocol getProxy(
      Class<? extends VersionedProtocol> protocol,
      long clientVersion, InetSocketAddress addr, UserGroupInformation ticket,
      Configuration conf, SocketFactory factory, int rpcTimeout) throws IOException {

    ......
    VersionedProtocol proxy =
        (VersionedProtocol) Proxy.newProxyInstance(
            protocol.getClassLoader(), new Class[] { protocol },
            new Invoker(protocol, addr, ticket, conf, factory, rpcTimeout));
    ......
    return proxy;
    ......
  }
需要制定一个InvocationHandler,对于所有的调用请求,这个InvocationHandler都是Invoke,如下:

private static class Invoker implements InvocationHandler {
    private Client.ConnectionId remoteId;// 用来标示一个connection,用以复用
    private Client client;//最重要的成员变量,RPC客户端
    private boolean isClosed = false;

    public Invoker(Class<? extends VersionedProtocol> protocol,
        InetSocketAddress address, UserGroupInformation ticket,
        Configuration conf, SocketFactory factory,
        int rpcTimeout) throws IOException {
      this.remoteId = Client.ConnectionId.getConnectionId(address, protocol,
          ticket, rpcTimeout, conf);
      this.client = CLIENTS.getClient(conf, factory);//
    }
    ......
    
    public Object invoke(Object proxy, Method method, Object[] args)
      ......
      
      ObjectWritable value = (ObjectWritable)
        client.call(new Invocation(method, args), remoteId);
      ......
      
      return value.get();
    }
}

在上面的代码中,client负责发送IPC请求,并获取结果,类似最上面demo中LogHandler中的dele。

如下为client.call方法:

public Writable call(Writable param, ConnectionId remoteId)  
                       throws InterruptedException, IOException {
    Call call = new Call(param);
    Connection connection = getConnection(remoteId, call);
    connection.sendParam(call);                 // send the parameter
    ...
    synchronized (call) {
      while (!call.done) {
        try {
          call.wait();                           // wait for the result
        } catch (InterruptedException ie) {
          ...
        }
      }

      ...
      if (call.error != null) {
        ...
        throw call.error;
        ...
      } else {
        return call.value;
      }
    }
}

connection.sendParam后,会再调用receiveMessage来获取返回结果。如下:

private class Connection extends Thread {
    ......
    
    public void run() {
        ......
        while (waitForWork()) {//wait here for work - read or close connection
        receiveResponse();
        }
        ......
    }
    ......
    private void receiveResponse() {
      ......
      touch();
      
      try {
        int id = in.readInt();                    // try to read an id
        ......
        Call call = calls.get(id);

        int state = in.readInt();     // read call status
        if (state == Status.SUCCESS.state) {
          Writable value = ReflectionUtils.newInstance(valueClass, conf);
          value.readFields(in);                 // read value
          call.setValue(value);
          calls.remove(id);
        } else if (state == Status.ERROR.state) {
          call.setException(new RemoteException(WritableUtils.readString(in),
                                                WritableUtils.readString(in)));
          calls.remove(id);
        } else if (state == Status.FATAL.state) {
          // Close the connection
          markClosed(new RemoteException(WritableUtils.readString(in), 
                                         WritableUtils.readString(in)));
        }
      } catch (IOException e) {
        markClosed(e);
      }
    }
}

connection会调用call的setValue或者setException,两个方法都会调用callComplete方法,来调用notify通知进程IPC调用已结束

protected synchronized void callComplete() {
      this.done = true;
      notify();                                 // notify caller
    }

    public synchronized void setException(IOException error) {
      this.error = error;
      callComplete();
    }
    
    
    public synchronized void setValue(Writable value) {
      this.value = value;
      callComplete();
    }

 

服务器端方法调用过程

服务端由Listener接收,Listener主要运行NIO选择器循环,并在Listener.doRead()方法中读取数据,Connection.readAndProcess()中恢复数据帧,然后调用processData().

void Listener.doRead(SelectionKey key) throws InterruptedException {
    int count = 0;
    Connection c = (Connection)key.attachment();
    ...
    count = c.readAndProcess();
    ...
      
}

public int Connection.readAndProcess() throws IOException, InterruptedException {
    ......
    processOneRpc(data.array());
    ......
}

private void Connection.processOneRpc(byte[] buf) throws IOException,
        InterruptedException {
    if (headerRead) {
        processData(buf);
    } else {
        processHeader(buf);
        ......
    }
}

private void Connection.processData(byte[] buf) throws  IOException, InterruptedException {
    DataInputStream dis =
        new DataInputStream(new ByteArrayInputStream(buf));
    int id = dis.readInt();                    // try to read an id

    ......
    Writable param = ReflectionUtils.newInstance(paramClass, conf);//★??paramClass在哪儿设置的★
    param.readFields(dis);        

    Call call = new Call(id, param, this);
    callQueue.put(call);              // queue the call; maybe blocked here
}

ProcessData反序列化调用参数,构造服务器端的Call对象。然后放入callQueue队列中。callQueue阻塞队列定义于Server类中,是Listener和Handler的边界。(生产者Listener消费者Handler)。

Hadoop中客户端和服务器端的方法调用过程

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原文地址:http://www.cnblogs.com/dorothychai/p/4224573.html

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