拦截器是简单的插件式组件,设置在source和channel之间。source接收到的时间,在写入channel之前,拦截器都可以进行转换或者删除这些事件。每个拦截器只处理同一个source接收到的事件。flume官方实现了很多拦截器也可以自定义拦截器。通过实现自定义的拦截器可以对日志进行ETL。
自定义拦截器只需要实现Interceptor的继承类。具体步骤如下:
1. 实现一个Interceptor的继承类。下面的example实现了继承类ETLInterceptor. package 是com.test.flume .
[java] view plain copy //add begin package com.test.flume; //add end import com.google.common.base.Charsets; import com.google.common.collect.Lists; import org.apache.flume.Context; import org.apache.flume.Event; import org.apache.flume.interceptor.Interceptor; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import java.util.Arrays; import java.util.List; clog.sources.source_log3.interceptors.i3.type=com.thextrader.dmp.streaming.flume.BidInfoLogUrlFilter$Builder public class ETLInterceptor implements Interceptor{ private static Logger logger = LoggerFactory.getLogger(AuctionETLInterceptor.class); @Override public void initialize() { } @Override public Event intercept(Event event) { String body = new String(event.getBody(), Charsets.UTF_8); String newBody=body; try{ //add begin String[] splits = body.split("\\^"); splits[6]=""; splits[9]=""; splits[10]=""; splits[11]=""; splits[17]=""; splits[25]=""; if(splits.length>28){ newBody = String.join("^", Arrays.copyOfRange(splits,0,28)); }else{ newBody = String.join("^", splits); } //add end event.setBody(newBody.toString().getBytes()); }catch (Exception e){ logger.warn(body,e); event=null; } return event; } @Override public List<Event> intercept(List<Event> events) { List<Event> intercepted = Lists.newArrayListWithCapacity(events.size()); for (Event event : events) { Event interceptedEvent = intercept(event); if (interceptedEvent != null) { intercepted.add(interceptedEvent); } } return intercepted; } @Override public void close() { } public static class Builder implements Interceptor.Builder{ //使用Builder初始化Interceptor @Override public Interceptor build() { //add begin return new ETLInterceptor(); //add end } @Override public void configure(Context context) { } } } public Event intercept(Event event) 函数中写你需要的ETL等逻辑。
public static class Builder implements Interceptor.Builder 函数中new 出继承类 ETLInterceptor。
2. 将上面的java代码打成jar包。
在flume的安装目录下的plugins.d 目录下新建文件夹ETLInterceptor.文件夹这种新建三个文件夹lib,libext,native。
将jar包放入lib文件夹中。
3. 配置flume source的interceptor type为com.test.flume.ETLInterceptor.$Builder
4.启动flume ,自定义的拦截器就生效了。