Flume NG源码分析(1)基于静态properties文件的配置模块
日志收集是互联网公司的一个重要服务,Flume NG是Apache的顶级项目,是分布式日志收集服务的一个开源实现,具有良好的扩展性,与其他很多开源组件可以无缝集成。搜了一圈发现介绍Flume NG的文章有不少,但是深入分析Flume NG源代码的却没有。准备写一个系列分析一下Flume NG的源码。先从基础的配置模块说起。
Flume NG支持两种配置模式,一种是基于properties文件的静态配置,并且只加载一次。另一种是基于Guava EventBus发布订阅模式的动态配置,可运行时加载修改的配置。这篇先说说基于properties文件的静态配置。
下面这个是flume-conf.properties的一个常见配置
1. producers是agent的名字,一个agent表示一个Flume-NG的进程
2. producer.sources指定了这个agent监控的几个日志源,可以配置多个source
3. producer.channels, sinks指定了channel和sink,这些概念后面会说
4. producer.sources.sX.XXX指定了日志源获取的方式,对于从本地日志文件收集的方式来说,实际使用的是tail -F的命令来监控日志文件的尾部
producer.sources = s1 s2 s3 producer.channels = c producer.sinks = r producer.sources.s1.type = exec producer.sources.s1.channels = c producer.sources.s1.command = tail -F /data/logs/s1.log producer.sources.s2.type = exec producer.sources.s2.channels = c producer.sources.s2.command = tail -F /data/logs/s2.log producer.sources.s3.type = exec producer.sources.s3.channels = c producer.sources.s3.command = tail -F /data/logs/s3.log
再看看如何指定的producer这个agent名字以及指定采用哪个配置文件,下面是Flume NG的启动命令,-f指定了配置文件的路径,-n指定了agent的名字,也就是flume-conf.properties里面每项配置的前缀名
/flume-ng agent -c conf <strong>-f ../conf/flume-conf.properties -n producer</strong> -Dflume.root.logger=INFO,console > flume-ng.log 2>&1 &
来看看Flume-NG是如何来获取命令行参数,以及如何把flume-conf.properties的配置转化成它内部的数据结构的。
org.apache.flume.node.Application类是Flume NG的启动类,看一下它的main方法
1. 使用了commons-cli.jar提供的解析命令行参数的能力来解析命令行参数,把-n, -f/--conf-file, --no-reload-conf这几个配置信息读到变量
2. 打开由-f参数指定的配置文件,如果指定了no-reload-conf = false,也就是要运行时加载配置,就创建一个EventBus来发布和注册配置文件修改的事件,创建一个
PollingPropertiesFileConfigurationProvider 来轮询properties配置文件是否修改,如果修改就重新加载
3. no-reload-conf默认是true,也就是说默认是静态配置,只在启动时加载一次,只需要创建一个PropertiesFileConfigurationProvider来读取properties配置文件即可
public static void main(String[] args) { try { Options options = new Options(); Option option = new Option("n", "name", true, "the name of this agent"); option.setRequired(true); options.addOption(option); option = new Option("f", "conf-file", true, "specify a conf file"); option.setRequired(true); options.addOption(option); option = new Option(null, "no-reload-conf", false, "do not reload " + "conf file if changed"); options.addOption(option); option = new Option("h", "help", false, "display help text"); options.addOption(option); CommandLineParser parser = new GnuParser(); CommandLine commandLine = parser.parse(options, args); File configurationFile = new File(commandLine.getOptionValue('f')); String agentName = commandLine.getOptionValue('n'); boolean reload = !commandLine.hasOption("no-reload-conf"); if (commandLine.hasOption('h')) { new HelpFormatter().printHelp("flume-ng agent", options, true); return; } /* * The following is to ensure that by default the agent * will fail on startup if the file does not exist. */ if (!configurationFile.exists()) { // If command line invocation, then need to fail fast if (System.getProperty(Constants.SYSPROP_CALLED_FROM_SERVICE) == null) { String path = configurationFile.getPath(); try { path = configurationFile.getCanonicalPath(); } catch (IOException ex) { logger.error("Failed to read canonical path for file: " + path, ex); } throw new ParseException( "The specified configuration file does not exist: " + path); } } List<LifecycleAware> components = Lists.newArrayList(); 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(); final Application appReference = application; Runtime.getRuntime().addShutdownHook(new Thread("agent-shutdown-hook") { @Override public void run() { appReference.stop(); } }); } catch (Exception e) { logger.error("A fatal error occurred while running. Exception follows.", e); } }
Flume NG配置相关的接口和类的结构如下
1. ConfigurationProvider顶层接口定义了 MaterializedConfiguration getConfiguration() 方法
2. MaterializedConfiguration接口表示具体化的配置,也就是把flume-conf.properties配置文件里定义的配置实例化成具体的对象。SimpleMaterializedConfiguration提供了实现,维护了实际运行时的配置数据结构
3. AbstractConfigurationProvider实现了ConfigurationProvider接口,并定义了abstract FlumeConfiguration getFlumeConfiguration()抽象方法
4. FlumeConfiguration, AgentConfiguration, SourceConfiguration, ChannelConfiguration, SinkConfiguration这几个类用来辅助解析flume-conf.properties配置文件,保存配置定义的字段
5. PropertiesFileConfigurationProvider从-f/--conf指定的配置文件中读取配置信息,只在读取一次
6. PollingPropertiesFileConfigurationProvider 采用轮询的方式从配置文件中读取配置信息,并支持动态修改配置
PropertiesFileConfigurationProvider的实现很简单
1. 首先是getFlumeConfiguration方法读取properties文件,然后转化成FlumeConfiguration结构的对象
2. 在 父类AbstractConfigurationProvider的getConfiguration方法生成MaterializedConfiguration实例,也就是创建实际运行时的Channel, SourceRunner, SinkRunner对象,它会从FlumeConfiguration中去读取各个对象的字段
public FlumeConfiguration getFlumeConfiguration() { BufferedReader reader = null; try { reader = new BufferedReader(new FileReader(file)); Properties properties = new Properties(); properties.load(reader); return new FlumeConfiguration(toMap(properties)); } catch (IOException ex) { LOGGER.error("Unable to load file:" + file + " (I/O failure) - Exception follows.", ex); } finally { if (reader != null) { try { reader.close(); } catch (IOException ex) { LOGGER.warn( "Unable to close file reader for file: " + file, ex); } } } return new FlumeConfiguration(new HashMap<String, String>()); } public MaterializedConfiguration getConfiguration() { MaterializedConfiguration conf = new SimpleMaterializedConfiguration(); FlumeConfiguration fconfig = getFlumeConfiguration(); AgentConfiguration agentConf = fconfig.getConfigurationFor(getAgentName()); if (agentConf != null) { Map<String, ChannelComponent> channelComponentMap = Maps.newHashMap(); Map<String, SourceRunner> sourceRunnerMap = Maps.newHashMap(); Map<String, SinkRunner> sinkRunnerMap = Maps.newHashMap(); try { loadChannels(agentConf, channelComponentMap); loadSources(agentConf, channelComponentMap, sourceRunnerMap); loadSinks(agentConf, channelComponentMap, sinkRunnerMap); Set<String> channelNames = new HashSet<String>(channelComponentMap.keySet()); for(String channelName : channelNames) { ChannelComponent channelComponent = channelComponentMap. get(channelName); if(channelComponent.components.isEmpty()) { LOGGER.warn(String.format("Channel %s has no components connected" + " and has been removed.", channelName)); channelComponentMap.remove(channelName); Map<String, Channel> nameChannelMap = channelCache. get(channelComponent.channel.getClass()); if(nameChannelMap != null) { nameChannelMap.remove(channelName); } } else { LOGGER.info(String.format("Channel %s connected to %s", channelName, channelComponent.components.toString())); conf.addChannel(channelName, channelComponent.channel); } } for(Map.Entry<String, SourceRunner> entry : sourceRunnerMap.entrySet()) { conf.addSourceRunner(entry.getKey(), entry.getValue()); } for(Map.Entry<String, SinkRunner> entry : sinkRunnerMap.entrySet()) { conf.addSinkRunner(entry.getKey(), entry.getValue()); } } catch (InstantiationException ex) { LOGGER.error("Failed to instantiate component", ex); } finally { channelComponentMap.clear(); sourceRunnerMap.clear(); sinkRunnerMap.clear(); } } else { LOGGER.warn("No configuration found for this host:{}", getAgentName()); } return conf; }
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