Hadoop3.2.0 源码分析: NodeManager

概念

NodeManager（NM）是YARN中每个节点上的代理，它管理Hadoop集群中单个计算节点，包括与ResourceManger保持通信，监督Container的生命周期管理，监控每个Container的资源使用（内存、CPU等）情况，追踪节点健康状况，管理日志和不同应用程序用到的附属服务。
 

 

 

 

 

构造图:

 

 

类图:

 

 

 

代码分解:

启动入口:

org.apache.hadoop.yarn.server.nodemanager.NodeManager#main

 

private void initAndStartNodeManager(Configuration conf, boolean hasToReboot) {
  try {
    // Failed to start if we're a Unix based system but we don't have bash.
    // Bash is necessary to launch containers under Unix-based systems.
    if (!Shell.WINDOWS) {
      if (!Shell.checkIsBashSupported()) {
        String message =
            "Failing NodeManager start since we're on a "
                + "Unix-based system but bash doesn't seem to be available.";
        LOG.error(message);
        throw new YarnRuntimeException(message);
      }
    }

    // Remove the old hook if we are rebooting.
    if (hasToReboot && null != nodeManagerShutdownHook) {
      ShutdownHookManager.get().removeShutdownHook(nodeManagerShutdownHook);
    }

    // todo 增加nodeManagerShutdownHook为了在NodeManager关闭或重启时关闭compositeService

    nodeManagerShutdownHook = new CompositeServiceShutdownHook(this);
    ShutdownHookManager.get().addShutdownHook(nodeManagerShutdownHook,
                                              SHUTDOWN_HOOK_PRIORITY);
    // System exit should be called only when NodeManager is instantiated from
    // main() funtion
    this.shouldExitOnShutdownEvent = true;

    // todo 调用init()函数，进行初始化（init方法调用被重写的serviceInit方法进行初始化）
    this.init(conf);

    // todo 启动各项服务（start方法内部调用被重写的servicestart方法进行启动各项服务）
    this.start();

  } catch (Throwable t) {
    LOG.error("Error starting NodeManager", t);
    System.exit(-1);
  }
}

 

 

接下来,核心的就是两个地方, 一个初始化各项组件服务, 一个启动各项组件服务

 

初始化

先说初始化各项组件服务, 这项最为关键, 里面会初始化各种服务.

 

 

代码如下:

 

@Override
protected void serviceInit(Configuration conf) throws Exception {
  rmWorkPreservingRestartEnabled = conf.getBoolean(YarnConfiguration
          .RM_WORK_PRESERVING_RECOVERY_ENABLED,
      YarnConfiguration.DEFAULT_RM_WORK_PRESERVING_RECOVERY_ENABLED);

  try {


    initAndStartRecoveryStore(conf);

  } catch (IOException e) {
    String recoveryDirName = conf.get(YarnConfiguration.NM_RECOVERY_DIR);
    throw new
        YarnRuntimeException("Unable to initialize recovery directory at "
            + recoveryDirName, e);
  }


  NMContainerTokenSecretManager containerTokenSecretManager =
      new NMContainerTokenSecretManager(conf, nmStore);

  NMTokenSecretManagerInNM nmTokenSecretManager =
      new NMTokenSecretManagerInNM(nmStore);

  recoverTokens(nmTokenSecretManager, containerTokenSecretManager);
  
  this.aclsManager = new ApplicationACLsManager(conf);

  this.dirsHandler = new LocalDirsHandlerService(metrics);

  boolean isDistSchedulingEnabled =
      conf.getBoolean(YarnConfiguration.DIST_SCHEDULING_ENABLED,
          YarnConfiguration.DEFAULT_DIST_SCHEDULING_ENABLED);

  this.context = createNMContext(containerTokenSecretManager,
      nmTokenSecretManager, nmStore, isDistSchedulingEnabled, conf);

  ResourcePluginManager pluginManager = createResourcePluginManager();
  pluginManager.initialize(context);
  ((NMContext)context).setResourcePluginManager(pluginManager);



  // todo 始化ContainerExecutor,ContainerExecutor封装了nodeManager对Container操作的各种方法,
  // todo 包括启动container, 查询指定id的container是否活着,等操作. 根据配置yarn.nodemanager.container-executor.class
  // todo 决定ContainerExecutor的实例, 默认为DefaultContainerExecutor.

  ContainerExecutor exec = createContainerExecutor(conf);
  try {
    exec.init(context);
  } catch (IOException e) {
    throw new YarnRuntimeException("Failed to initialize container executor", e);
  }    
  DeletionService del = createDeletionService(exec);
  addService(del);




  // NodeManager level dispatcher
  // todo  NodeManager level dispatcher 异步分发器
  this.dispatcher = createNMDispatcher();


  // todo 可以通过此服务查询node是否健康,
  //  当前node的健康状态包括nodeHealthScriptRunner.isHealthy和dirsHandler.areDisksHealthy
  nodeHealthChecker =
      new NodeHealthCheckerService(
          getNodeHealthScriptRunner(conf), dirsHandler);
  addService(nodeHealthChecker);


  ((NMContext)context).setContainerExecutor(exec);
  ((NMContext)context).setDeletionService(del);

  // todo 创建NodeStatusUpdater线程, 负责向RM注册和发送心跳(更新状态).
  // todo 这里使用ResourceTracker协议向RM通信, 底层为YarnRPC. ResourceTracker接口提供了两个方法; 提供注册和心跳功能

  nodeStatusUpdater =
      createNodeStatusUpdater(context, dispatcher, nodeHealthChecker);

  nodeLabelsProvider = createNodeLabelsProvider(conf);
  if (nodeLabelsProvider != null) {
    addIfService(nodeLabelsProvider);
    nodeStatusUpdater.setNodeLabelsProvider(nodeLabelsProvider);
  }

  nodeAttributesProvider = createNodeAttributesProvider(conf);
  if (nodeAttributesProvider != null) {
    addIfService(nodeAttributesProvider);
    nodeStatusUpdater.setNodeAttributesProvider(nodeAttributesProvider);
  }
  // todo  监控node的资源(即资源是否可用, 四种状态, stopped, inited, notinited, started)
  nodeResourceMonitor = createNodeResourceMonitor();
  addService(nodeResourceMonitor);
  ((NMContext) context).setNodeResourceMonitor(nodeResourceMonitor);

  // todo 创建ContainerManagerImpl服务, 管理container,使用ContainerManager协议,
  //  ContainerManager协议为APP向NodeManager通信的协议
  containerManager =
      createContainerManager(context, exec, del, nodeStatusUpdater,
      this.aclsManager, dirsHandler);
  addService(containerManager);
  ((NMContext) context).setContainerManager(containerManager);

  this.nmLogAggregationStatusTracker = createNMLogAggregationStatusTracker(
      context);
  addService(nmLogAggregationStatusTracker);
  ((NMContext)context).setNMLogAggregationStatusTracker(
      this.nmLogAggregationStatusTracker);

  // todo  创建webServer, 启动NodeManager的web服务.
  //  通过yarn.nodemanagerwebapp.address设置地址, 默认端口为8042
  WebServer webServer = createWebServer(context, containerManager
      .getContainersMonitor(), this.aclsManager, dirsHandler);
  addService(webServer);
  ((NMContext) context).setWebServer(webServer);

  ((NMContext) context).setQueueableContainerAllocator(
      new OpportunisticContainerAllocator(
          context.getContainerTokenSecretManager()));

  dispatcher.register(ContainerManagerEventType.class, containerManager);
  dispatcher.register(NodeManagerEventType.class, this);
  addService(dispatcher);

  pauseMonitor = new JvmPauseMonitor();
  addService(pauseMonitor);
  metrics.getJvmMetrics().setPauseMonitor(pauseMonitor);

  // todo 初始化监控
  DefaultMetricsSystem.initialize("NodeManager");

  if (YarnConfiguration.timelineServiceV2Enabled(conf)) {
    this.nmCollectorService = createNMCollectorService(context);
    addService(nmCollectorService);
  }

  // StatusUpdater should be added last so that it get started last 
  // so that we make sure everything is up before registering with RM. 
  addService(nodeStatusUpdater);
  ((NMContext) context).setNodeStatusUpdater(nodeStatusUpdater);
  nmStore.setNodeStatusUpdater(nodeStatusUpdater);

  // Do secure login before calling init for added services.
  try {
    doSecureLogin();
  } catch (IOException e) {
    throw new YarnRuntimeException("Failed NodeManager login", e);
  }

  registerMXBean();

  super.serviceInit(conf);
  // TODO add local dirs to del
}

 

 

启动各项服务:
 

 

// todo  重写自Service类，会调用serviceStart方法
// todo  当前服务状态不允许start时，会抛出ServiceStateException
@Override
public void start() {
  if (isInState(STATE.STARTED)) {
    return;
  }
  //enter the started state
  synchronized (stateChangeLock) {
    if (stateModel.enterState(STATE.STARTED) != STATE.STARTED) {
      try {
        startTime = System.currentTimeMillis();

        //todo 启动服务
        serviceStart();

        if (isInState(STATE.STARTED)) {
          //if the service started (and isn't now in a later state), notify
          LOG.debug("Service {} is started", getName());
          notifyListeners();
        }
      } catch (Exception e) {
        noteFailure(e);
        ServiceOperations.stopQuietly(LOG, this);
        throw ServiceStateException.convert(e);
      }
    }
  }
}

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

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