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  • flume sink运行过程简单分析

    没有运行,直接看源码得到sink简单运行过程

    SinkRunner负责运行sink程序

    内部类

    PollingRunner implements Runnable

    {

       private SinkProcessor policy;

    }

    负责运行sink

    run方法

    while (!shouldStop.get()) {
      try {
        if (policy.process().equals(Sink.Status.BACKOFF)) {
          counterGroup.incrementAndGet("runner.backoffs");

          Thread.sleep(Math.min(counterGroup.incrementAndGet("runner.backoffs.consecutive")* backoffSleepIncrement, maxBackoffSleep));
        } else {
          counterGroup.set("runner.backoffs.consecutive", 0L);
        }
      } catch (InterruptedException e) {
          logger.debug("Interrupted while processing an event. Exiting.");
          counterGroup.incrementAndGet("runner.interruptions");
      } catch (Exception e) {
          logger.error("Unable to deliver event. Exception follows.", e);
          if (e instanceof EventDeliveryException) {
            counterGroup.incrementAndGet("runner.deliveryErrors");
          } else {
            counterGroup.incrementAndGet("runner.errors");
          }
      try {
          Thread.sleep(maxBackoffSleep);
        } catch (InterruptedException ex) {
          Thread.currentThread().interrupt();
        }
        }
      }


    policy 对应具体的sink处理器,这里以FailoverSinkProcessor举例子

    这里面,针对FailoverSinkProcessor可以参照 http://blog.csdn.net/simonchi/article/details/42520193讲解,这里大致说下便可

    configure方法

    liveSinks = new TreeMap<Integer, Sink>();
    failedSinks = new PriorityQueue<FailedSink>();

    从配置文件中定义的sinks中遍历每一个sink,获得其优先级,然后放到liveSinks中,无论sink是否可用。

    最后,activeSink = liveSinks.get(liveSinks.lastKey());,从liveSinks按照key排序,获得最后一个key(优先级,最大)对应的sink初始化 activeSink 

    policy.process().equals(Sink.Status.BACKOFF))执行的是FailoverSinkProcessor的process()方法

    process()方法

    首先一个while循环,遍历所有的failedSinks ,拿出每一个failed的sink,如果拿出来的failed sink能够访问了,则把他付给activeSink ,并return sink.process()的状态。在轮询的过程中,如果failed sink还是不能到达,则重新放入到failedSinks 中并刷新时间,否则,如果能够联通,但是状态不是READY,也放入到failedSinks 中且不刷新。

    之后,是对activeSink进行while循环,调用activeSink中的每一个sink.proccess().调用成功,则return状态。否则,出现异常,将当前active的sink移动到failedSinks 中,同时获得下一个active的sink从activeSink中。继续while判断

    函数的最后是一个异常,即没有任何一个sink可用。

    sink.process()是啥?是从channel中拿出数据的。

    这里以NullSink为例

    根据事务和batchsize从chanel中拿出数据来,并写入到相应的位置

    public Status process() throws EventDeliveryException {
        Status status = Status.READY;

        Channel channel = getChannel();
        Transaction transaction = channel.getTransaction();
        Event event = null;
        long eventCounter = counterGroup.get("events.success");

        try {
            transaction.begin();
            int i = 0;
            for (i = 0; i < batchSize; i++) {
              event = channel.take();
              if (++eventCounter % logEveryNEvents == 0) {
                logger.info("Null sink {} successful processed {} events.", getName(), eventCounter);
              }
              if(event == null) {
                  status = Status.BACKOFF;
                  break;
              }
            }
            transaction.commit();
            counterGroup.addAndGet("events.success", (long) Math.min(batchSize, i));
            counterGroup.incrementAndGet("transaction.success");
         } catch (Exception ex) {
            transaction.rollback();
            counterGroup.incrementAndGet("transaction.failed");
            logger.error("Failed to deliver event. Exception follows.", ex);
            throw new EventDeliveryException("Failed to deliver event: " + event, ex);
        } finally {
            transaction.close();
        }

          return status;
      }


    SinkProcessor之LoadBalancingSinkProcessor

    同样也有configure、process方法,只不过内部逻辑不同,要实现loadbalance功能。

    configure()方法主要是根据用户的设置,初始化selector,SELECTOR_NAME_ROUND_ROBIN, SELECTOR_NAME_RANDOM或者使用定义的CONFIG_SELECTOR类(SinkSelector子类)

     if (selectorTypeName.equalsIgnoreCase(SELECTOR_NAME_ROUND_ROBIN)) {
          selector = new RoundRobinSinkSelector(shouldBackOff);
        } else if (selectorTypeName.equalsIgnoreCase(SELECTOR_NAME_RANDOM)) {
          selector = new RandomOrderSinkSelector(shouldBackOff);
        } else {
          try {
            @SuppressWarnings("unchecked")
            Class<? extends SinkSelector> klass = (Class<? extends SinkSelector>)
                Class.forName(selectorTypeName);
    
            selector = klass.newInstance();
          } catch (Exception ex) {
            throw new FlumeException("Unable to instantiate sink selector: "
                + selectorTypeName, ex);
          }
        }

    具体这两个selector怎么搞的,这里不讲,可以参考: http://blog.csdn.net/simonchi/article/details/42644651

    process()方法就是使用selector获得一个sink,调用其process方法,成功则返回status

     @Override
      public Status process() throws EventDeliveryException {
        Status status = null;
    
        Iterator<Sink> sinkIterator = selector.createSinkIterator();
        while (sinkIterator.hasNext()) {
          Sink sink = sinkIterator.next();
          try {
            status = sink.process();
            break;
          } catch (Exception ex) {
            selector.informSinkFailed(sink);
            LOGGER.warn("Sink failed to consume event. "
                + "Attempting next sink if available.", ex);
          }
        }
    
        if (status == null) {
          throw new EventDeliveryException("All configured sinks have failed");
        }
    
        return status;
      }
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  • 原文地址:https://www.cnblogs.com/kanliwei/p/4275974.html
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