自定义flume拦截器

自定义flume拦截器

使用IDEA自定义flume拦截器

1.创建maven工程flume-interceptor

2.创建包com.flume.interceptor

 

 

 3.在pom.xml中添加如下配置

<dependencies>
        <dependency>
            <groupId>org.apache.flume</groupId>
            <artifactId>flume-ng-core</artifactId>
            <version>1.8.0</version>
            <scope>provided</scope>
        </dependency>

        <dependency>
            <groupId>com.alibaba</groupId>
            <artifactId>fastjson</artifactId>
            <version>1.2.62</version>
        </dependency>
    </dependencies>

    <build>
        <plugins>
            <plugin>
                <artifactId>maven-compiler-plugin</artifactId>
                <version>3.1</version>
                <configuration>
                    <source>1.8</source>
                    <target>1.8</target>
                </configuration>
            </plugin>
            <plugin>
                <artifactId>maven-assembly-plugin</artifactId>
                <configuration>
                    <descriptorRefs>
                        <descriptorRef>jar-with-dependencies</descriptorRef>
                    </descriptorRefs>
                </configuration>
                <executions>
                    <execution>
                        <id>make-assembly</id>
                        <phase>package</phase>
                        <goals>
                            <goal>single</goal>
                        </goals>
                    </execution>
                </executions>
            </plugin>
        </plugins>
    </build>

 

4.在com.flume.interceptor包下创建JSONUtils类

package com.flume.interceptor;

import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONException;

public class JSONUtils {
    //验证数据是否json
    public static boolean isValidate(String log) {

        try {
            JSON.parse(log);
            return true;
        }catch (JSONException e){
            return false;
        }

    }
}

 

5.在com.flume.interceptor包下创建ETLInterceptor类

package com.flume.interceptor;

import org.apache.flume.Context;
import org.apache.flume.Event;
import org.apache.flume.interceptor.Interceptor;

import java.nio.charset.Charset;
import java.util.Iterator;
import java.util.List;

public class ETLInterceptor implements Interceptor {
    @Override
    public void initialize() {

    }

    @Override
    public Event intercept(Event event) {
        //取数据后进行校验
        //获取数据
        byte[] body = event.getBody();
        String log = new String(body, Charset.forName("utf-8"));
        //校验
        if(JSONUtils.isValidate(log)){
            return event;
        }

        return null;
    }

    @Override
    public List<Event> intercept(List<Event> list) {
        Iterator<Event> iterator = list.iterator();

        while (iterator.hasNext()){
            Event next = iterator.next();
            if (intercept(next) == null) {
                iterator.remove();
            }
        }

        return list;
    }

    public static class Builder implements Interceptor.Builder {

        @Override
        public Interceptor build() {
            return new ETLInterceptor();
        }

        @Override
        public void configure(Context context) {

        }
    }

    @Override
    public void close() {

    }
}

 

6.打包

 

 7.将包放入Hadoop01的flume/lib目录下

找到包的位置，之后放入

 

 这样一个拦截器就完成了