记录一次线上yarn RM频繁切换的故障

周末一大早被报警惊醒，rm频繁切换

急急忙忙排查 看到两处错误日志

错误信息1

ervation <memory:0, vCores:0>
2019-12-21 11:51:57,781 FATAL org.apache.hadoop.yarn.server.resourcemanager.ResourceManager: Error in handling event type APP_ATTEMPT_REMOVED to the scheduler
java.lang.NullPointerException
    at org.apache.hadoop.yarn.server.resourcemanager.scheduler.fair.FSSchedulerNode.unreserveResource(FSSchedulerNode.java:88)
    at org.apache.hadoop.yarn.server.resourcemanager.scheduler.fair.FSAppAttempt.unreserve(FSAppAttempt.java:589)
    at org.apache.hadoop.yarn.server.resourcemanager.scheduler.fair.FairScheduler.completedContainerInternal(FairScheduler.java:899)
    at org.apache.hadoop.yarn.server.resourcemanager.scheduler.AbstractYarnScheduler.completedContainer(AbstractYarnScheduler.java:564)
    at org.apache.hadoop.yarn.server.resourcemanager.scheduler.fair.FairScheduler.removeApplicationAttempt(FairScheduler.java:846)
    at org.apache.hadoop.yarn.server.resourcemanager.scheduler.fair.FairScheduler.handle(FairScheduler.java:1479)
    at org.apache.hadoop.yarn.server.resourcemanager.scheduler.fair.FairScheduler.handle(FairScheduler.java:117)
    at org.apache.hadoop.yarn.server.resourcemanager.ResourceManager$SchedulerEventDispatcher$EventProcessor.run(ResourceManager.java:804)
    at java.lang.Thread.run(Thread.java:748)

错误信息2

明月照我去搬砖 2019/12/21 14:51:07
2019-12-21 07:37:45,533 FATAL org.apache.hadoop.yarn.server.resourcemanager.ResourceManager: Error in handling event type APP_ATTEMPT_REMOVED to the scheduler
java.lang.NullPointerException
        at org.apache.hadoop.yarn.server.resourcemanager.scheduler.fair.FairScheduler.completedContainerInternal(FairScheduler.java:902)
        at org.apache.hadoop.yarn.server.resourcemanager.scheduler.AbstractYarnScheduler.completedContainer(AbstractYarnScheduler.java:564)
        at org.apache.hadoop.yarn.server.resourcemanager.scheduler.fair.FairScheduler.removeApplicationAttempt(FairScheduler.java:837)
        at org.apache.hadoop.yarn.server.resourcemanager.scheduler.fair.FairScheduler.handle(FairScheduler.java:1475)
        at org.apache.hadoop.yarn.server.resourcemanager.scheduler.fair.FairScheduler.handle(FairScheduler.java:117)
        at org.apache.hadoop.yarn.server.resourcemanager.ResourceManager$SchedulerEventDispatcher$EventProcessor.run(ResourceManager.java:804)
        at java.lang.Thread.run(Thread.java:748)
2019-12-21 07:37:45,534 INFO org.apache.hadoop.yarn.server.resourcemanager.ResourceManager: Exiting, bbye..

查看源码处FairScheduler

 @Override
  protected void completedContainerInternal(
      RMContainer rmContainer, ContainerStatus containerStatus,
      RMContainerEventType event) {
    try {
      writeLock.lock();
      Container container = rmContainer.getContainer();

      // Get the application for the finished container
      FSAppAttempt application =
        getCurrentAttemptForContainer(container.getId());
      ApplicationId appId =
        container.getId().getApplicationAttemptId().getApplicationId();
      if (application == null) {
        LOG.info("Container " + container + " of" +
          " finished application " + appId +
          " completed with event " + event);
        return;
      }

      // Get the node on which the container was allocated
      FSSchedulerNode node = getFSSchedulerNode(container.getNodeId());

      if (rmContainer.getState() == RMContainerState.RESERVED) {
        application.unreserve(rmContainer.getReservedPriority(), node); //这里将node上该container资源释放
      } else {
        try {
          application.containerCompleted(rmContainer, containerStatus, event);
          node.releaseContainer(rmContainer.getContainerId(), false);
          updateRootQueueMetrics();
          LOG.info("Application attempt " + application.getApplicationAttemptId()
                  + " released container " + container.getId() + " on node: " + node
                  + " with event: " + event);
        }catch (Exception e){
          LOG.error(e.getMessage(), e);
        }
      }
    } finally {
      writeLock.unlock();
    }
  }

跟进去看下

  /**
   * Remove the reservation on {@code node} at the given {@link Priority}.
   * This dispatches SchedulerNode handlers as well.
   */
  public void unreserve(Priority priority, FSSchedulerNode node) {
    RMContainer rmContainer = node.getReservedContainer();
    unreserveInternal(priority, node);
    node.unreserveResource(this);
    clearReservation(node);
    getMetrics().unreserveResource(node.getPartition(),
        getUser(), rmContainer.getContainer().getResource());
  }

  @Override
  public synchronized void unreserveResource(
      SchedulerApplicationAttempt application) {
    // Cannot unreserve for wrong application...
    ApplicationAttemptId reservedApplication =
        getReservedContainer().getContainer().getId().getApplicationAttemptId(); //获取不到该container的attemptId 报空指针
    if (!reservedApplication.equals(
        application.getApplicationAttemptId())) {
      throw new IllegalStateException("Trying to unreserve " +
          " for application " + application.getApplicationId() +
          " when currently reserved " +
          " for application " + reservedApplication.getApplicationId() +
          " on node " + this);
    }

    setReservedContainer(null);
    this.reservedAppSchedulable = null;
  }

第二处报错是

rmContainer为null 了对removeapplicationattent的调用和对相同尝试的moveApplication的处理顺序很短则应用程序尝试仍将包含队列引用，
但已从队列的应用程序列表中删除如果对removeapplicationattent的两个调用连续出现，则应用程序仍将包含队列引用，但已从队列的应用程序列表
中删除在这两种情况下，第二个调用必须在进行removeApplication调
用之前进入。

其实就是重复释放container 但container已经在该节点上释放了 有一个状态不一致问题
这边是用的写锁 当一个线程已经读到containerId 另一线程释放掉 再次释放 就会出现异常

修改方法一

 /**
   * Clean up a completed container.
   */
  @Override
  protected synchronized void completedContainerInternal(
      RMContainer rmContainer, ContainerStatus containerStatus,
      RMContainerEventType event) {
    try {
     // writeLock.lock();//注释写锁 改用重锁

      Container container = rmContainer.getContainer();

      // Get the application for the finished container
      FSAppAttempt application =
        getCurrentAttemptForContainer(container.getId());
      ApplicationId appId =
        container.getId().getApplicationAttemptId().getApplicationId();
      if (application == null) {
        LOG.info("Container " + container + " of" +
          " finished application " + appId +
          " completed with event " + event);
        return;
      }

修改方法二

// Get the node on which the container was allocated
      FSSchedulerNode node = getFSSchedulerNode(container.getNodeId());
      try {
      if (rmContainer.getState() == RMContainerState.RESERVED) {
        application.unreserve(rmContainer.getReservedPriority(), node);
      } else {
       // try {  //将try移到上方  覆盖unreserve方法

  application.containerCompleted(rmContainer, containerStatus, event);
 node.releaseContainer(rmContainer.getContainerId(), false);
 updateRootQueueMetrics(); 
LOG.info("Application attempt " + application.getApplicationAttemptId() + " released container " + container.getId(
) + " on node: " + node + " with event: " + event);
 }catch (Exception e){
 LOG.error(e.getMessage(), e); //将该异常处理掉而不是抛出
} }