flume是一个高可靠性的分布式的大文件收集系统。它提供了transaction来保证数据不会丢失。
flume官网:http://flume.apache.org/
Flume文档:http://flume.apache.org/FlumeUserGuide.html,http://flume.apache.org/FlumeDeveloperGuide.html
安装:从官网下载flume,然后解压
启动:nohup bin/flume-ng agent --conf <conf_file_path> --conf-file <conf_file> --name <agent_name> -Dflume.root.logger=DEBUG,console &
Flume主要包含三部分:source,channel,sink. source 用于接收数据,channel是一个缓冲通道,sink发送数据到目的端。source可以配置多个channel。channel可以通过channelSelect来选择发往那个channel。可以配置往每个channel发送,也可以配置一个参数,当满足特定值时,发往某个channel。每个channel可以配置多个sink。通过sinkprocess来做load balance,或者failover。
flume-ng命令会调用Application的main函数,如果需要reload configure 文件,则注册application到eventBus中,当文件变更时,调用application的handleConfigurationEvent方法
public static void main(String[] args) { Application application; if(reload) { EventBus eventBus = new EventBus(agentName + "-event-bus"); PollingPropertiesFileConfigurationProvider configurationProvider = new PollingPropertiesFileConfigurationProvider(agentName, configurationFile, eventBus, 30); components.add(configurationProvider); application = new Application(components); eventBus.register(application); } else { PropertiesFileConfigurationProvider configurationProvider = new PropertiesFileConfigurationProvider(agentName, configurationFile); application = new Application(); application.handleConfigurationEvent(configurationProvider.getConfiguration()); } application.start(); }
application中的start方法会调用supervisor.supervise(),这个方法会尝试调用component的start方法,component列表中包含了PollingPropertiesFileConfigurationProvider对象,这个对象的start方法启动了一个线程来监控文件的变更,初始状态文件是变更的,接着就会调用application的handleConfigurationEvent方法
public synchronized void start() { for(LifecycleAware component : components) { supervisor.supervise(component, new SupervisorPolicy.AlwaysRestartPolicy(), LifecycleState.START); } }
在 handleConfigurationEvent中先调用 PropertiesFileConfigurationProvider的getConfiguration方法,这个方法通过配置文件创建了source,sink,channel,并调用了各个组件的configure方法,然后 调用了startAllComponents方法,启动了channel,source,sink,并且加载了monitor,用于监控flume的metrics
private void startAllComponents(MaterializedConfiguration materializedConfiguration) { logger.info("Starting new configuration:{}", materializedConfiguration); this.materializedConfiguration = materializedConfiguration; for (Entry<String, Channel> entry : materializedConfiguration.getChannels().entrySet()) { try{ logger.info("Starting Channel " + entry.getKey()); supervisor.supervise(entry.getValue(), new SupervisorPolicy.AlwaysRestartPolicy(), LifecycleState.START); } catch (Exception e){ logger.error("Error while starting {}", entry.getValue(), e); } } /* * Wait for all channels to start. */ for(Channel ch: materializedConfiguration.getChannels().values()){ while(ch.getLifecycleState() != LifecycleState.START && !supervisor.isComponentInErrorState(ch)){ try { logger.info("Waiting for channel: " + ch.getName() + " to start. Sleeping for 500 ms"); Thread.sleep(500); } catch (InterruptedException e) { logger.error("Interrupted while waiting for channel to start.", e); Throwables.propagate(e); } } } for (Entry<String, SinkRunner> entry : materializedConfiguration.getSinkRunners() .entrySet()) { try{ logger.info("Starting Sink " + entry.getKey()); supervisor.supervise(entry.getValue(), new SupervisorPolicy.AlwaysRestartPolicy(), LifecycleState.START); } catch (Exception e) { logger.error("Error while starting {}", entry.getValue(), e); } } for (Entry<String, SourceRunner> entry : materializedConfiguration .getSourceRunners().entrySet()) { try{ logger.info("Starting Source " + entry.getKey()); supervisor.supervise(entry.getValue(), new SupervisorPolicy.AlwaysRestartPolicy(), LifecycleState.START); } catch (Exception e) { logger.error("Error while starting {}", entry.getValue(), e); } } this.loadMonitoring(); }