Hadoop源码解读-JobTracker处理HeartBeat_JAVA_编程开发_程序员俱乐部

中国优秀的程序员网站程序员频道CXYCLUB技术地图
热搜:
更多>>
 
您所在的位置: 程序员俱乐部 > 编程开发 > JAVA > Hadoop源码解读-JobTracker处理HeartBeat

Hadoop源码解读-JobTracker处理HeartBeat

 2013/12/9 15:26:09  ancin  程序员俱乐部  我要评论(0)
  • 摘要:JobTracker会接受TaskTracker的心跳,并处理。不多说,直接上源码publicsynchronizedHeartbeatResponseheartbeat(TaskTrackerStatusstatus,booleanrestarted,booleaninitialContact,booleanacceptNewTasks,shortresponseId)1首先检查heartbeat是否来自自己的host列表,否则抛出异常。如果不再Host列表或者在排除Host列表中
  • 标签:源码 hadoop
JobTracker会接受TaskTracker的心跳,并处理。不多说,直接上源码
class="java" name="code">
public synchronized HeartbeatResponse heartbeat(TaskTrackerStatus status, 
                                                  boolean restarted,
                                                  boolean initialContact,
                                                  boolean acceptNewTasks, 
                                                  short responseId) 


1 首先检查heartbeat是否来自自己的host列表,否则抛出异常
  如果不再Host列表或者在排除Host列表中,退出心跳处理。
 
  return (inHostsList(status) && !inExcludedHostsList(status));
 

2 判断是否在黑名单、灰名单、默认名单,并从这些名单中删除
  黑名单、灰名单主要是Hadoop的容错机制,在此不做过多解释,可以单写一篇文章。
 
  faultyTrackers.markTrackerHealthy(status.getHost());

3 根据trackerName获取上一个heartbeat response
 
   HeartbeatResponse prevHeartbeatResponse =
      trackerToHeartbeatResponseMap.get(trackerName);

4 如果上一个heartbeat 为null,让Tasktracker重新初始化  如果是第一个 response 从recoveryMap中移除
   
 if (prevHeartbeatResponse == null) {
        // This is the first heartbeat from the old tracker to the newly 
        // started JobTracker
        if (hasRestarted()) {
          addRestartInfo = true;
          // inform the recovery manager about this tracker joining back
          recoveryManager.unMarkTracker(trackerName);
        } else {
          // Jobtracker might have restarted but no recovery is needed
          // otherwise this code should not be reached
          LOG.warn("Serious problem, cannot find record of 'previous' " +
                   "heartbeat for '" + trackerName + 
                   "'; reinitializing the tasktracker");
          return new HeartbeatResponse(responseId, 
              new TaskTrackerAction[] {new ReinitTrackerAction()});
        }

      }

   如果重发的responseId,丢弃掉。
  
  if (prevHeartbeatResponse.getResponseId() != responseId) {
          LOG.info("Ignoring 'duplicate' heartbeat from '" + 
              trackerName + "'; resending the previous 'lost' response");
          return prevHeartbeatResponse;
        }

5 处理heartbeat  首先 updateTaskTrackerStatus 如果是被遗忘的tasktracker 加入队列中;更新任务状态;更新健康节点状态;
  
    private synchronized boolean processHeartbeat(
                                 TaskTrackerStatus trackerStatus, 
                                 boolean initialContact,
                                 long timeStamp) throws UnknownHostException {
   //主要集中在此不分析那么详细了
}

6 检查新Task是否执行,如果没有执行,加入执行队列
 
 
   if (recoveryManager.shouldSchedule() && acceptNewTasks && !isBlacklisted) {
      TaskTrackerStatus taskTrackerStatus = getTaskTrackerStatus(trackerName);
      if (taskTrackerStatus == null) {
        LOG.warn("Unknown task tracker polling; ignoring: " + trackerName);
      } else {
        List<Task> tasks = getSetupAndCleanupTasks(taskTrackerStatus);
        if (tasks == null ) {
          tasks = taskScheduler.assignTasks(taskTrackers.get(trackerName));
        }
//添加Task
        if (tasks != null) {
          for (Task task : tasks) {
            expireLaunchingTasks.addNewTask(task.getTaskID());
            if(LOG.isDebugEnabled()) {
              LOG.debug(trackerName + " -> LaunchTask: " + task.getTaskID());
            }
            actions.add(new LaunchTaskAction(task));
          }
        }
      }
    }

7 检查Task是否杀死
 List<TaskTrackerAction> killTasksList = getTasksToKill(trackerName);
    if (killTasksList != null) {
      actions.addAll(killTasksList);
    }

8 检查 task 是否cleanup
 
List<TaskTrackerAction> killJobsList = getJobsForCleanup(trackerName);
    if (killJobsList != null) {
      actions.addAll(killJobsList);
    }

9 检查task 的output是否可以save
  
 List<TaskTrackerAction> commitTasksList = getTasksToSave(status);
    if (commitTasksList != null) {
      actions.addAll(commitTasksList);
    }

10 计算下一次heartbeat的时间间隔
  
    int nextInterval = getNextHeartbeatInterval();
    response.setHeartbeatInterval(nextInterval);
    response.setActions(
                        actions.toArray(new TaskTrackerAction[actions.size()]));

11 更新heartbeatMap,并remove掉Marked已经处理掉的heartbeat
  
// 更新Map
  trackerToHeartbeatResponseMap.put(trackerName, response);

    //清除处理完成的心跳
    removeMarkedTasks(trackerName);


  不对之处欢迎讨论。
=================参考====
hadoop源码。
发表评论
用户名: 匿名