Hadoop RPC源码阅读-客户端

Hadoop版本Hadoop2.6

RPC主要分为3个部分：（1）交互协议（2）客户端（3）服务端

（2）客户端

先展示RPC客户端实例代码

public class LoginController {
    public static void main(String[] args) throws IOException {
    　　//获取RPC LoginServiceInterface协议接口的代理对象
        LoginServiceInterface proxy= RPC.getProxy(LoginServiceInterface.class,1L,new InetSocketAddress("localhost",10000),new Configuration());
        String msg=proxy.login("xiaoming","123123");
        System.out.println(msg);
    }
}

（1）进入上述的RPC.getProxy方法，会发现是通过获取RpcEngine接口（默认实现是WritableRpcEngine），利用WritableRpcEngine的getProxy方法获取Proxy代理,如下所示

public <T> ProtocolProxy<T> getProxy(Class<T> protocol, long clientVersion,
                         InetSocketAddress addr, UserGroupInformation ticket,
                         Configuration conf, SocketFactory factory,
                         int rpcTimeout, RetryPolicy connectionRetryPolicy,
                         AtomicBoolean fallbackToSimpleAuth)
    throws IOException {    

    if (connectionRetryPolicy != null) {
      throw new UnsupportedOperationException(
          "Not supported: connectionRetryPolicy=" + connectionRetryPolicy);
    }
    T proxy = (T) Proxy.newProxyInstance(protocol.getClassLoader(),
        new Class[] { protocol }, new Invoker(protocol, addr, ticket, conf,
            factory, rpcTimeout, fallbackToSimpleAuth));
    return new ProtocolProxy<T>(protocol, proxy, true);
  }

（2）上述就是客户端获取代理的过程，但是其中是如何从服务端获取通过动态代理类Invoker实现，并将代理封装成ProtocolProxy类，在本文上述的例子中，该ProtocolProxy类没有干什么，只是通过getProxy()方法将封装的代理返回给客户端

那么我们接着分析动态代理类Invoker

Invoker成员有Clinet类，并且全局变量ClientCache对Client进行缓存。

动态代理类Invoker在代理对象发送请求时会自动执行invoke()方法，如下所示：

public Object invoke(Object proxy, Method method, Object[] args)
      throws Throwable {
      long startTime = 0;
      if (LOG.isDebugEnabled()) {
        startTime = Time.now();
      }
      TraceScope traceScope = null;
      if (Trace.isTracing()) {
        traceScope = Trace.startSpan(
            method.getDeclaringClass().getCanonicalName() +
            "." + method.getName());
      }
      ObjectWritable value;
      try {
        value = (ObjectWritable)
          client.call(RPC.RpcKind.RPC_WRITABLE, new Invocation(method, args),
            remoteId, fallbackToSimpleAuth);
      } finally {
        if (traceScope != null) traceScope.close();
      }
      if (LOG.isDebugEnabled()) {
        long callTime = Time.now() - startTime;
        LOG.debug("Call: " + method.getName() + " " + callTime);
      }
      return value.get();
    }

3、上述中动态代理通过client.call方法向服务器发送请求获取返回值。

我们还看到Invocation类封装了方法和参数，Invocation通过实现Writable实现序列化，方便数据在网络中传输，作为数据传输层，相当于VO。

因此我们接着进入Clinet类，查看call方法干了什么。

首先我们先看看Client类的结构，Client类包含了几个内部类：

Call ：用于封装Invocation对象，作为VO，写到服务端，同时也用于存储从服务端返回的数据
Connection ：用以处理远程连接对象。继承了Thread
ConnectionId ：唯一确定一个连接

Client类中call()方法如下所示：

public Writable call(RPC.RpcKind rpcKind, Writable rpcRequest,
      ConnectionId remoteId, int serviceClass,
      AtomicBoolean fallbackToSimpleAuth) throws IOException {
    final Call call = createCall(rpcKind, rpcRequest);//将传入的数据封装成call对象
    Connection connection = getConnection(remoteId, call, serviceClass,
      fallbackToSimpleAuth);//获得一个连接  
    try {
      connection.sendRpcRequest(call);                 // send the rpc request向服务端发送call对象
    } catch (RejectedExecutionException e) {
      throw new IOException("connection has been closed", e);
    } catch (InterruptedException e) {
      Thread.currentThread().interrupt();
      LOG.warn("interrupted waiting to send rpc request to server", e);
      throw new IOException(e);
    }

    boolean interrupted = false;
    synchronized (call) {
      while (!call.done) {
        try {
          call.wait();                           // wait for the result
        } catch (InterruptedException ie) {
          // save the fact that we were interrupted
          interrupted = true;
        }
      }

      if (interrupted) {
        // set the interrupt flag now that we are done waiting
        Thread.currentThread().interrupt();
      }

      if (call.error != null) {
        if (call.error instanceof RemoteException) {
          call.error.fillInStackTrace();
          throw call.error;
        } else { // local exception
          InetSocketAddress address = connection.getRemoteAddress();
          throw NetUtils.wrapException(address.getHostName(),
                  address.getPort(),
                  NetUtils.getHostname(),
                  0,
                  call.error);
        }
      } else {
        return call.getRpcResponse();
      }
    }
  }

 4、从上述可以看到，rpcRequest是将方法和参数封装后的可序列号的对象，当做请求参数发送给服务端。

在上述方法中主要使用了两个类Call和Connection.

Call:封装了与服务端请求的状态，包括：

    final int id;               // call id该请求连接ID
    final int retry;           // retry count该请求重试次数
    final Writable rpcRequest;  // the serialized rpc request该请求参数
    Writable rpcResponse;       // null if rpc has error该请求的返回值
    IOException error;          // exception, null if success该请求成功标示
    final RPC.RpcKind rpcKind;      // Rpc EngineKind使用RpcEngine的类型
    boolean done;               // true when call is done该请求完成标示

Connection则是实现了与服务端建立连接，发送请求，获取数据等功能。

5、Connection类解析

Connection类继承线程类Thread.

 从3步可以看到在Clinet的call()方法通过getConnection()方法获取Connection，如下所示：

可以看出Client使用connections对客户端每一个connection进行缓存，

并通过setupIOstreams()方法与服务器建立Socket连接,并创建输入输出流connection.in,connection.out，

并通过start()方法启动该线程也就是运行Connection类的run()方法，等待服务端传回数据。

因此Connection类主要通过run()方法接受数据，通过sendRpcRequest()向服务端发送请求。

private Connection getConnection(ConnectionId remoteId,
      Call call, int serviceClass, AtomicBoolean fallbackToSimpleAuth)
      throws IOException {
    if (!running.get()) {
      // the client is stopped
      throw new IOException("The client is stopped");
    }
    Connection connection;
    /* we could avoid this allocation for each RPC by having a  
     * connectionsId object and with set() method. We need to manage the
     * refs for keys in HashMap properly. For now its ok.
     */
    do {
      synchronized (connections) {
        connection = connections.get(remoteId);
        if (connection == null) {
          connection = new Connection(remoteId, serviceClass);
          connections.put(remoteId, connection);
        }
      }
    } while (!connection.addCall(call));
    
    //we don't invoke the method below inside "synchronized (connections)"
    //block above. The reason for that is if the server happens to be slow,
    //it will take longer to establish a connection and that will slow the
    //entire system down.
    connection.setupIOstreams(fallbackToSimpleAuth);
    return connection;
  }

5.1 Connection 的sendRpcRequest()向服务端发送请求

public void sendRpcRequest(final Call call)
        throws InterruptedException, IOException {
      if (shouldCloseConnection.get()) {
        return;
      }

      // Serialize the call to be sent. This is done from the actual
      // caller thread, rather than the sendParamsExecutor thread,
      
      // so that if the serialization throws an error, it is reported
      // properly. This also parallelizes the serialization.
      //
      // Format of a call on the wire:
      // 0) Length of rest below (1 + 2)
      // 1) RpcRequestHeader  - is serialized Delimited hence contains length
      // 2) RpcRequest
      //
      // Items '1' and '2' are prepared here. 
      final DataOutputBuffer d = new DataOutputBuffer();
      RpcRequestHeaderProto header = ProtoUtil.makeRpcRequestHeader(
          call.rpcKind, OperationProto.RPC_FINAL_PACKET, call.id, call.retry,
          clientId);
      header.writeDelimitedTo(d);
      call.rpcRequest.write(d);

      synchronized (sendRpcRequestLock) {
        Future<?> senderFuture = sendParamsExecutor.submit(new Runnable() {
          @Override
          public void run() {
            try {
              synchronized (Connection.this.out) {
                if (shouldCloseConnection.get()) {
                  return;
                }
                
                if (LOG.isDebugEnabled())
                  LOG.debug(getName() + " sending #" + call.id);
         
                byte[] data = d.getData();
                int totalLength = d.getLength();
                out.writeInt(totalLength); // Total Length
                out.write(data, 0, totalLength);// RpcRequestHeader + RpcRequest
                out.flush();
              }
            } catch (IOException e) {
              // exception at this point would leave the connection in an
              // unrecoverable state (eg half a call left on the wire).
              // So, close the connection, killing any outstanding calls
              markClosed(e);
            } finally {
              //the buffer is just an in-memory buffer, but it is still polite to
              // close early
              IOUtils.closeStream(d);
            }
          }
        });
      
        try {
          senderFuture.get();
        } catch (ExecutionException e) {
          Throwable cause = e.getCause();
          
          // cause should only be a RuntimeException as the Runnable above
          // catches IOException
          if (cause instanceof RuntimeException) {
            throw (RuntimeException) cause;
          } else {
            throw new RuntimeException("unexpected checked exception", cause);
          }
        }
      }
    }

 

5.2 Connection 的run()获取服务端返回的数据

可以看到通过receiveRpcResponse()方法通过之前建立的输入流in获取服务器传来的数据，并将数据value传给call数据对象call.setRpcResponse(value);，

在call.setRpcResponse(value)方法中通过callComplete()将call数据对象设置成已完成，并通过notify()唤醒该call对象。

在Client的call()方法中，检测到call对象已完成后，就将call对象中的响应数据返回给调用者。

至此，一个完整的RPC远程过程调用的过程就完成了。

public void run() {
      if (LOG.isDebugEnabled())
        LOG.debug(getName() + ": starting, having connections " 
            + connections.size());

      try {
        while (waitForWork()) {//wait here for work - read or close connection循环等待获取服务端数据
          receiveRpcResponse();//获取服务端数据的具体实现
        }
      } catch (Throwable t) {
        // This truly is unexpected, since we catch IOException in receiveResponse
        // -- this is only to be really sure that we don't leave a client hanging
        // forever.
        LOG.warn("Unexpected error reading responses on connection " + this, t);
        markClosed(new IOException("Error reading responses", t));
      }
      
      close();
      
      if (LOG.isDebugEnabled())
        LOG.debug(getName() + ": stopped, remaining connections "
            + connections.size());
    }

private void receiveRpcResponse() {
      if (shouldCloseConnection.get()) {
        return;
      }
      touch();
      
      try {
        int totalLen = in.readInt();
        RpcResponseHeaderProto header = 
            RpcResponseHeaderProto.parseDelimitedFrom(in);
        checkResponse(header);

        int headerLen = header.getSerializedSize();
        headerLen += CodedOutputStream.computeRawVarint32Size(headerLen);

        int callId = header.getCallId();
        if (LOG.isDebugEnabled())
          LOG.debug(getName() + " got value #" + callId);

        Call call = calls.get(callId);
        RpcStatusProto status = header.getStatus();
        if (status == RpcStatusProto.SUCCESS) {
          Writable value = ReflectionUtils.newInstance(valueClass, conf);
          value.readFields(in);                 // read value
          calls.remove(callId);
          call.setRpcResponse(value);
          
          // verify that length was correct
          // only for ProtobufEngine where len can be verified easily
          if (call.getRpcResponse() instanceof ProtobufRpcEngine.RpcWrapper) {
            ProtobufRpcEngine.RpcWrapper resWrapper = 
                (ProtobufRpcEngine.RpcWrapper) call.getRpcResponse();
            if (totalLen != headerLen + resWrapper.getLength()) { 
              throw new RpcClientException(
                  "RPC response length mismatch on rpc success");
            }
          }
        } else { // Rpc Request failed
          // Verify that length was correct
          if (totalLen != headerLen) {
            throw new RpcClientException(
                "RPC response length mismatch on rpc error");
          }
          
          final String exceptionClassName = header.hasExceptionClassName() ?
                header.getExceptionClassName() : 
                  "ServerDidNotSetExceptionClassName";
          final String errorMsg = header.hasErrorMsg() ? 
                header.getErrorMsg() : "ServerDidNotSetErrorMsg" ;
          final RpcErrorCodeProto erCode = 
                    (header.hasErrorDetail() ? header.getErrorDetail() : null);
          if (erCode == null) {
             LOG.warn("Detailed error code not set by server on rpc error");
          }
          RemoteException re = 
              ( (erCode == null) ? 
                  new RemoteException(exceptionClassName, errorMsg) :
              new RemoteException(exceptionClassName, errorMsg, erCode));
          if (status == RpcStatusProto.ERROR) {
            calls.remove(callId);
            call.setException(re);
          } else if (status == RpcStatusProto.FATAL) {
            // Close the connection
            markClosed(re);
          }
        }
      } catch (IOException e) {
        markClosed(e);
      }
    }