【Hadoop】Flume-ng源码解析之Sink组件

来源:互联网 发布:绝地求生游戏画面优化 编辑:程序博客网 时间:2024/04/30 01:40

如果你还没看过Flume-ng源码解析系列中的启动流程和Channel组件件,可以点击下面链接:
Flume-ng源码解析之启动流程
Flume-ng源码解析之Channel组件

作为启动流程中第二个启动的组件,我们今天来看看Sink的细节

Sink

Sink在agent中扮演的角色是消费者,将event输送到特定的位置

首先依然是看代码,由代码我们可以看出Sink是一个接口,里面最主要的方法是process(),用来处理从Channel中获取的数据。Sink的实例是由SinkFactory.create()生成的。

@InterfaceAudience.Public@InterfaceStability.Stablepublic interface Sink extends LifecycleAware, NamedComponent {  public void setChannel(Channel channel);  public Channel getChannel();  /* 用来处理channel中取来的event*/  public Status process() throws EventDeliveryException;  public static enum Status {    READY, BACKOFF  }}

在启动流程中我们了解到Application中启动的不是Sink,而是SinkRunner,由名字我们可以看出这是一个驱动类。我们来看看代码,主要看它的start()

public class SinkRunner implements LifecycleAware {  ...  @Override  public void start() {    SinkProcessor policy = getPolicy();    policy.start();    runner = new PollingRunner();    runner.policy = policy;    runner.counterGroup = counterGroup;    runner.shouldStop = new AtomicBoolean();    runnerThread = new Thread(runner);    runnerThread.setName("SinkRunner-PollingRunner-" +        policy.getClass().getSimpleName());    runnerThread.start();    lifecycleState = LifecycleState.START;  }  ...}

我们知道启动SinkRunner实际上就是调用它的start(),而在start()中可以看到主要是启动了一个SinkProcessor,而这个SinkProcessor在创建SinkRunnner的时候已经指定了,如果你想要了解配置文件是如何处理的,可以要去看看conf包里面的类,可以看看org.apache.flume.node.AbstractConfigurationProvider中的getConfiguration()。

我们接着看看SinkProcessor

public interface SinkProcessor extends LifecycleAware, Configurable {  Status process() throws EventDeliveryException;  void setSinks(List<Sink> sinks);}

SinkProcesor是一个接口,他的实现类由SinkProcessorFactory的getProcessor()生成,在AbstractConfigurationProvider中的loadSinkGroup()调用SinkGroup中的configure()生成。

public class SinkGroup implements Configurable, ConfigurableComponent {  List<Sink> sinks;  SinkProcessor processor;  SinkGroupConfiguration conf;  public SinkGroup(List<Sink> groupSinks) {    sinks = groupSinks;  }  public SinkProcessor getProcessor() {    return processor;  }  @Override  public void configure(ComponentConfiguration conf) {    this.conf = (SinkGroupConfiguration) conf;    processor =        SinkProcessorFactory.getProcessor(this.conf.getProcessorContext(),            sinks);  }}

那么我们以DefalutSinkProcessor为例子看看

public class DefaultSinkProcessor implements SinkProcessor, ConfigurableComponent {  private Sink sink;  private LifecycleState lifecycleState;  @Override  public void start() {    Preconditions.checkNotNull(sink, "DefaultSinkProcessor sink not set");    sink.start();    lifecycleState = LifecycleState.START;  }  @Override  public void stop() {    Preconditions.checkNotNull(sink, "DefaultSinkProcessor sink not set");    sink.stop();    lifecycleState = LifecycleState.STOP;  }  @Override  public LifecycleState getLifecycleState() {    return lifecycleState;  }  @Override  public void configure(Context context) {  }  @Override  public Status process() throws EventDeliveryException {    return sink.process();  }  @Override  public void setSinks(List<Sink> sinks) {    Preconditions.checkNotNull(sinks);    Preconditions.checkArgument(sinks.size() == 1, "DefaultSinkPolicy can "        + "only handle one sink, "        + "try using a policy that supports multiple sinks");    sink = sinks.get(0);  }  @Override  public void configure(ComponentConfiguration conf) {  }}

从上面的代码中我们可以看到SinkProcessor执行的还是sink的start、stop和process方法,那么SinkProcessor的作用是什么,Flume提供leFailoverSinkProcessor和LoadBalancingSinkProcessor,顾名思义,一个是失效备援,一个是负载均衡,那么SinkProcessor不同子类的存在就是为了实现不同的分配操作和策略。而sink的start()通常是启动线程去执行消费操作。

0 0
原创粉丝点击