flume+kafka+storm打通过程

0.有的地方我已经整理成脚本了,有的命令是脚本里面截取的

1.启动hadoop和yarn

 $HADOOP_HOME/sbin/start-dfs.sh;$HADOOP_HOME/sbin/start-yarn.sh

2.启动zk

#主机名是mini-mini3所以这里可以遍历
echo "start zkserver "
for i in 1 2 3
do
ssh mini$i "source /etc/profile;$ZK_HOME/bin/zkServer.sh start"
done

3.启动mysqld

service mysqld start

4.启动kafka,集群都要启动

bin/kafka-server-start.sh config/server.properties

5.启动storm

在nimbus.host所属的机器上启动 nimbus服务

nohup ./storm nimbus &

在nimbus.host所属的机器上启动ui服务

nohup ./storm ui &

在其它机器上启动supervisor服务

nohup ./storm supervisor &

6.启动flume

#exec.conf
 
a1.channels = r1
a1.sources = c1
a1.sinks = k1

#a1.sources.c1.type = spooldir  #实时性要求不高的话，可以用这种方式，ta
#a1.sources.c1.channels = r1
#a1.sources.c1.spoolDir = /opt/flumeSpool/
#a1.sources.c1.fileHeader = false

a1.sources.c1.type = exec
a1.sources.c1.command = tail -F /home/hadoop/kafkastudy/data/flume_sour
a1.sources.c1.channels = r1

a1.sinks.k1.type = org.apache.flume.sink.kafka.KafkaSink
a1.sinks.k1.topic = orderMq
a1.sinks.k1.brokerList = mini1:9092,mini2:9092,mini3:9092
a1.sinks.k1.requiredAcks = 1
a1.sinks.k1.batchSize = 20
a1.sinks.k1.channel = r1

a1.channels.r1.type   = memory
a1.channels.r1.capacity = 10000
a1.channels.r1.transactionCapacity = 1000

bin/flume-ng agent --conf conf --conf-file conf/myconf/exec.conf --name a1 -Dflume.root.logger=INFO,console

7.启动造数据的程序

#!/bin/bash
for((i=0;i<50000;i++))
do
echo "msg-"+$i >> /home/hadoop/kafkastudy/data/flume_sources/click_log/1.log
done

8在mini1:8080上观察

 

总结

a.造数据和flume之间的链接是在exec.conf文件中配置了flume监听了文件,这个文件是造数据成员生成的,这里相当于数据源

b.flume和kafka之间的链接1在exec.conf中配置了.使用kafka的shell消费消息命令可以查看到

bin/kafka-console-consumer.sh --zookeeper mini1:2181  --topic test1  

c.kafka和storm之间的链接,是由于我们在storm上运行了自己定义的一个程序,这个程序就是kafka2tostorm,在程序中指定了KafaSpout.同时还包含了自己的业务

d.

package kafkaAndStorm2;

import backtype.storm.Config;
import backtype.storm.LocalCluster;
import backtype.storm.StormSubmitter;
import backtype.storm.generated.AlreadyAliveException;
import backtype.storm.generated.InvalidTopologyException;
import backtype.storm.topology.TopologyBuilder;
import storm.kafka.BrokerHosts;
import storm.kafka.KafkaSpout;
import storm.kafka.SpoutConfig;
import storm.kafka.ZkHosts;

/**
 
 */
public class KafkaAndStormTopologyMain {
    public static void main(String[] args) throws AlreadyAliveException, InvalidTopologyException, InterruptedException {
        TopologyBuilder topologyBuilder = new TopologyBuilder();

        SpoutConfig config = new SpoutConfig(new ZkHosts("mini1:2181,mini2:2181,mini3:2181"),
                "orderMq",
                "/mykafka",
                "kafkaSpout");
        topologyBuilder.setSpout("kafkaSpout",new KafkaSpout(config),1 );
        topologyBuilder.setBolt("mybolt1",new MyKafkaBolt2(),1).shuffleGrouping("kafkaSpout");

        Config conf = new Config();
        //打印调试信息
       // conf.setDebug(true);
        if (args!=null && args.length>0) {
            StormSubmitter.submitTopology(args[0], conf, topologyBuilder.createTopology());
        }else {
            LocalCluster localCluster = new LocalCluster();
            localCluster.submitTopology("storm2kafka", conf, topologyBuilder.createTopology());
        }
    }


}

package kafkaAndStorm2;

import backtype.storm.task.OutputCollector;
import backtype.storm.task.TopologyContext;
import backtype.storm.topology.BasicOutputCollector;
import backtype.storm.topology.IBasicBolt;
import backtype.storm.topology.IRichBolt;
import backtype.storm.topology.OutputFieldsDeclarer;
import backtype.storm.topology.base.BaseRichBolt;
import backtype.storm.tuple.Tuple;

import java.util.Map;

/**
 */
public class MyKafkaBolt2 extends BaseRichBolt {
    @Override
    public void prepare(Map stormConf, TopologyContext context, OutputCollector collector) {

    }

    @Override
    public void execute(Tuple input) {
        byte[] value = (byte[]) input.getValue(0);
        String msg = new String(value);
        System.out.println(Thread.currentThread().getId()+"  msg  "+msg);
    }


    @Override
    public void cleanup() {
    }
    @Override
    public void declareOutputFields(OutputFieldsDeclarer declarer) {
    }
    @Override
    public Map<String, Object> getComponentConfiguration() {
        return null;
    }
}

　　maven依赖,这里可能需要根据错误提示调一下

<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0"
         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
    <modelVersion>4.0.0</modelVersion>

    <groupId>cn.itcast.learn</groupId>
    <artifactId>kafka2Strom</artifactId>
    <version>1.0-SNAPSHOT</version>

    <dependencies>
        <dependency>
            <groupId>org.apache.storm</groupId>
            <artifactId>storm-core</artifactId>
            <version>0.9.5</version>
            <scope>provided</scope>
            <!--<scope>provided</scope>-->
        </dependency>
        <dependency>
            <groupId>org.apache.storm</groupId>
            <artifactId>storm-kafka</artifactId>
            <version>0.9.5</version>
            <exclusions>
                <exclusion>
                    <groupId>org.slf4j</groupId>
                    <artifactId>slf4j-log4j12</artifactId>
                </exclusion>
                <exclusion>
                    <groupId>org.slf4j</groupId>
                    <artifactId>slf4j-api</artifactId>
                </exclusion>
            </exclusions>
        </dependency>
        <dependency>
            <groupId>org.clojure</groupId>
            <artifactId>clojure</artifactId>
            <version>1.5.1</version>
        </dependency>
        <dependency>
            <groupId>org.apache.kafka</groupId>
            <artifactId>kafka_2.8.2</artifactId>
            <version>0.8.1</version>
            <exclusions>
                <exclusion>
                    <artifactId>jmxtools</artifactId>
                    <groupId>com.sun.jdmk</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>jmxri</artifactId>
                    <groupId>com.sun.jmx</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>jms</artifactId>
                    <groupId>javax.jms</groupId>
                </exclusion>
                <exclusion>
                    <groupId>org.apache.zookeeper</groupId>
                    <artifactId>zookeeper</artifactId>
                </exclusion>
                <exclusion>
                    <groupId>org.slf4j</groupId>
                    <artifactId>slf4j-log4j12</artifactId>
                </exclusion>
                <exclusion>
                    <groupId>org.slf4j</groupId>
                    <artifactId>slf4j-api</artifactId>
                </exclusion>
            </exclusions>
        </dependency>
        <dependency>
            <groupId>com.google.code.gson</groupId>
            <artifactId>gson</artifactId>
            <version>2.4</version>
        </dependency>
        <dependency>
            <groupId>redis.clients</groupId>
            <artifactId>jedis</artifactId>
            <version>2.7.3</version>
        </dependency>
    </dependencies>

    <build>
        <plugins>
            <plugin>
                <artifactId>maven-assembly-plugin</artifactId>
                <configuration>
                    <descriptorRefs>
                        <descriptorRef>jar-with-dependencies</descriptorRef>
                    </descriptorRefs>
                    <archive>
                        <manifest>
                            <mainClass>cn.itcast.bigdata.hadoop.mapreduce.wordcount.WordCount</mainClass>
                        </manifest>
                    </archive>
                </configuration>
                <executions>
                    <execution>
                        <id>make-assembly</id>
                        <phase>package</phase>
                        <goals>
                            <goal>single</goal>
                        </goals>
                    </execution>
                </executions>
            </plugin>
            <plugin>
                <groupId>org.apache.maven.plugins</groupId>
                <artifactId>maven-compiler-plugin</artifactId>
                <configuration>
                   <!-- <source>1.7</source>
                    <target>1.7</target>-->
                    <source>1.8</source>
                    <target>1.8</target>
                </configuration>
            </plugin>
        </plugins>
    </build>

</project>