Hadoop学习二十一:Hadoop-Hdfs DataNode 源码

一. DataNode类图

 Hadoop学习二十一:Hadoop-Hdfs DataNode 源码_第1张图片

 

二. DateNode属性说明

  •  DatanodeProtocol namenode:RPC代理类。RPC.getProxy(nameNodeAddress)得到远程NameNode代理类。后续的versionRequest(),register(),sendHeartbeat(),blockReceived(),blockReport()都是namenode的行为。
  • org.apache.hadoop.ipc.Server ipcServer:RPC Server。conf里配置ipcAddr=0.0.0.0:50020,ipcServer = RPC.getServer(this, ipcAddr.getHostName()...),此DataNode作为RPC Server提供远程服务,提供接口ClientDatanodeProtocol和InterDatanodeProtocol中定义的服务。
  • HttpServer infoServer:a Jetty embedded server to answer http requests。
  • DataStorage storage:参考http://zy19982004.iteye.com/admin/blogs/1878758
  • DatanodeRegistration dnRegistration:DatanodeRegistration class conatins all information the Namenode needs to identify and verify a Datanode when it contacts the Namenode.后续的sendHeartbeat(),blockReceived(),blockReport()方法第一个参数就是DatanodeRegistration 。
  • FSDatasetInterface data:FSDataset的接口,管理着DataNode的所有block。参考http://zy19982004.iteye.com/admin/blogs/1880303
  • DataBlockScanner blockScanner:定时对数据块文件进行校验。
  • DataXceiverServer dataXceiverServer:参考http://zy19982004.iteye.com/admin/blogs/1881117
  • LinkedList<Block> receivedBlockList:成功创建的新block。
  • LinkedList<String> delHints:可以删掉该数据块的节点。DataXceiver.replaceBlock()和writeBlock成功后会调用DataNode.notifyNamenodeReceivedBlock()方法给这两个List add value.
    protected void notifyNamenodeReceivedBlock(Block block, String delHint) {
        synchronized (receivedBlockList) {
          synchronized (delHints) {
            receivedBlockList.add(block);
            delHints.add(delHint);
            receivedBlockList.notifyAll();
          }
        }
      }
     

三. 代码顺序阅读

  1.  main()函数入口。
      public static void main(String args[]) {
        secureMain(args, null);
      }
  2. secureMain():初始化DataNode;加入线程里。
    public static void secureMain(String [] args, SecureResources resources) {
          DataNode datanode = createDataNode(args, null, resources);
          if (datanode != null)
            datanode.join();
          }
  3. createDataNode():初始化DataNode;启动该线程。
      public static DataNode createDataNode(String args[],
                Configuration conf, SecureResources resources) throws IOException {
        DataNode dn = instantiateDataNode(args, conf, resources);
        runDatanodeDaemon(dn);
        return dn;
      }
  4. instantiateDataNode():读取dataDirs;调用makeInstance()。makeInstance():check dataDirs;new DateNode。new DataNode():调用startDataNode()。
    public static DataNode instantiateDataNode(String args[],
                                          Configuration conf, 
                                          SecureResources resources) throws IOException {
            String[] dataDirs = conf.getStrings(DATA_DIR_KEY);
            return makeInstance(dataDirs, conf, resources);
      }
    
    public static DataNode makeInstance(String[] dataDirs, Configuration conf, 
          SecureResources resources) throws IOException {
          DiskChecker.checkDir(localFS, new Path(dir), dataDirPermission);
          return new DataNode(conf, dirs, resources);
      
      }
    
    DataNode(final Configuration conf,
               final AbstractList<File> dataDirs, SecureResources resources) throws IOException {
              startDataNode(conf, dataDirs, resources);
          }
  5. startDataNode():1.根据conf对象初始化各个ip port;2.初始化DataStorage;3.初始化DatanodeRegistration;4.初始化DatanodeProtocol;5.handshake() get version and id info from the name-node,实际调用namenode.versionRequest();6.DataStorage.recoverTransitionRead(...)检查文件系统的状态并做恢复;7.初始化FSDatasetInterface;8.初始化DataBlockScanner;9.创建serverSocket,据此初始化DataXceiverServer;10.HttpServer,配置参数然后启动;11.初始化ipcServer;
  6. 接3,runDatanodeDaemon():注册DataNode;启动DataNode线程。
      public static void runDatanodeDaemon(DataNode dn) throws IOException {
        if (dn != null) {
          dn.register();
          dn.dataNodeThread = new Thread(dn, dnThreadName);
          dn.dataNodeThread.setDaemon(true); // needed for JUnit testing
          dn.dataNodeThread.start();
        }
      }
    
    private void register() throws IOException {
            dnRegistration = namenode.register(dnRegistration);
      } 
  7. 进入run():启动DataXceiverServer线程;启动ipcServer;startDistributedUpgradeIfNeeded() Start distributed upgrade if it should be initiated by the data-node;offerService()开始工作。
      public void run() {
        LOG.info(dnRegistration + "In DataNode.run, data = " + data);
    
        dataXceiverServer.start();
        ipcServer.start();
            
        while (shouldRun) {
            startDistributedUpgradeIfNeeded();
            offerService();
            }
  8. offerService():1.定期heartBeatInterval调用namenode.sendHeartbeat()发送DataNode信息的心跳,并执行带回的DatanodeCommand;2.一直调用namenode.blockReceived()向Namenode报告最近接收到的数据块、要删除的多余块副本;3.定期调用namenode.blockReport()发送block report 告诉NameNode此DataNode上的block信息,并执行带回的DatanodeCommand。4.启动blockScannerThread线程。
    public void offerService() throws Exception {
         
    
        while (shouldRun) {
    	      try {
    	        long startTime = now();
    	        if (startTime - lastHeartbeat > heartBeatInterval) {
    	          lastHeartbeat = startTime;
    	          1.DatanodeCommand[] cmds = namenode.sendHeartbeat(dnRegistration,
    	                                                       data.getCapacity(),
    	                                                       data.getDfsUsed(),
    	                                                       data.getRemaining(),
    	                                                       xmitsInProgress.get(),
    	                                                       getXceiverCount());
    	          processCommand(cmds);
    	        }
    	            
    	        2.namenode.blockReceived(dnRegistration, blockArray, delHintArray);
                  blockReceived成功后删除receivedBlockListhe delHints里的数据	
    	        if (startTime - lastBlockReport > blockReportInterval) {
    	            3.DatanodeCommand cmd = namenode.blockReport(dnRegistration,
    	                    BlockListAsLongs.convertToArrayLongs(bReport));
    	            processCommand(cmd);
    	        }
    
                             blockScannerThread = new Daemon(blockScanner);
                             blockScannerThread.start();
    	    } // while (shouldRun)
        } // offerService
      } 

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