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Storm入门之第二章

storm starter学习（二） - 流聚合

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荐顶 Storm 和JStorm

(二) storm的基本使用

2019-03-02 23:40|来源: 网路

SimpleTopology.java

View Code

import backtype.storm.Config;
import backtype.storm.LocalCluster;
import backtype.storm.StormSubmitter;
import backtype.storm.topology.TopologyBuilder;
import backtype.storm.tuple.Fields;

/**
 * Hello world!
 *
 */
public class SimpleTopology
{
    public static void main( String[] args ) throws Exception
    {
        TopologyBuilder topologyBuilder=new TopologyBuilder();
        topologyBuilder.setSpout("simple-spout", new SimpleSpout(),1);
        topologyBuilder.setBolt("simple-bilt",new SimpleBolt1(), 3).shuffleGrouping("simple-spout");
        topologyBuilder.setBolt("wordcounter", new SimpleBolt2(), 3).fieldsGrouping("simple-bilt", new Fields("info"));
        topologyBuilder.setBolt("word-to-upper", new SimpleBolt4(),5).shuffleGrouping("simple-spout");
        topologyBuilder.setBolt("store", new SimpleBolt3(),10).shuffleGrouping("word-to-upper");
        Config config=new Config();
        config.setDebug(true);
        if(null!=args&&args.length>0){
            //使用集群模式运行
            config.setNumWorkers(1);
            StormSubmitter.submitTopology(args[0], config, topologyBuilder.createTopology());
        }
        else{
            //使用本地模式运行
            config.setMaxTaskParallelism(1);
            LocalCluster cluster=new LocalCluster();
            cluster.submitTopology("simple", config, topologyBuilder.createTopology());
        }
    }
}

SimpleSpout.java

View Code

import java.util.List;
import java.util.Map;

import redis.clients.jedis.Jedis;
import backtype.storm.spout.SpoutOutputCollector;
import backtype.storm.task.TopologyContext;
import backtype.storm.topology.OutputFieldsDeclarer;
import backtype.storm.topology.base.BaseRichSpout;
import backtype.storm.tuple.Fields;
import backtype.storm.tuple.Values;

public class SimpleSpout extends BaseRichSpout{

    /**
     *
     */
    private static final long serialVersionUID = -6335251364034714629L;
    private SpoutOutputCollector collector;
    private Jedis jedis;
    public void declareOutputFields(OutputFieldsDeclarer declarer) {
        declarer.declare(new Fields("source"));
    }

    @SuppressWarnings("rawtypes")
    public void open(Map conf, TopologyContext context,
            SpoutOutputCollector collector) {
            this.collector=collector;
            jedis=new Jedis("192.168.180.101", 6379);
    }

    public void nextTuple() {
          List<String> messages=jedis.brpop(3600,"msg_queue");
          if(!messages.isEmpty()){
              for (String msg : messages) {
                  collector.emit(new Values(msg));
            }
          }
    }

}

SimpleBolt1.java

View Code

import backtype.storm.topology.BasicOutputCollector;
import backtype.storm.topology.OutputFieldsDeclarer;
import backtype.storm.topology.base.BaseBasicBolt;
import backtype.storm.tuple.Fields;
import backtype.storm.tuple.Tuple;
import backtype.storm.tuple.Values;

public class SimpleBolt1 extends BaseBasicBolt {

    /**
     *
     */
    private static final long serialVersionUID = -5266922733759958473L;

    public void execute(Tuple input, BasicOutputCollector collector) {
        String message=input.getString(0);
        if(null!=message.trim()){
            collector.emit(new Values(message));
        }
    }

    public void declareOutputFields(OutputFieldsDeclarer declarer) {
        declarer.declare(new Fields("info"));
    }

}

SimpleBolt2.java

View Code

import java.util.HashMap;
import java.util.Map;

import backtype.storm.task.TopologyContext;
import backtype.storm.topology.BasicOutputCollector;
import backtype.storm.topology.OutputFieldsDeclarer;
import backtype.storm.topology.base.BaseBasicBolt;
import backtype.storm.tuple.Fields;
import backtype.storm.tuple.Tuple;
import backtype.storm.tuple.Values;

public class SimpleBolt2 extends BaseBasicBolt {

    /**
     *
     */
    private static final long serialVersionUID = 2246728833921545676L;
    Integer id;
    String name;
    Map<String, Integer> counters;

    @SuppressWarnings("rawtypes")
    public void prepare(Map stormConf, TopologyContext context) {
        this.counters=new HashMap<String, Integer>();
        this.name=context.getThisComponentId();
        this.id=context.getThisTaskId();
        System.out.println(String.format("componentId:%s",this.name));
    }

    public void execute(Tuple input, BasicOutputCollector collector) {
        String word=input.getString(0);
        if(counters.containsKey(word)){
            Integer c=counters.get(word);
            counters.put(word, c+1);
        }
        else{
            counters.put(word, 1);
        }
        collector.emit(new Values(word,counters.get(word)));
        System.out.println(String.format("stats result is:%s:%s", word,counters.get(word)));
    }

    public void declareOutputFields(OutputFieldsDeclarer declarer) {
        declarer.declare(new Fields("word","count"));
    }

}

SimpleBolt3.java

View Code

import backtype.storm.topology.BasicOutputCollector;
import backtype.storm.topology.OutputFieldsDeclarer;
import backtype.storm.topology.base.BaseBasicBolt;
import backtype.storm.tuple.Fields;
import backtype.storm.tuple.Tuple;

public class SimpleBolt3 extends BaseBasicBolt{

    /**
     *
     */
    private static final long serialVersionUID = 9140971206523366543L;

    public void execute(Tuple input, BasicOutputCollector collector) {
        String word=input.getString(0);
        StoreDatabase.insertRow(word);
    }

    public void declareOutputFields(OutputFieldsDeclarer declarer) {
            declarer.declare(new Fields("word"));
    }

}

StoreDatabase.java

View Code

import java.sql.Connection;
import java.sql.DriverManager;
import java.sql.SQLException;
import java.sql.Statement;

public class StoreDatabase {
    public static Connection connection;
    public static Statement stmt;
    static {
        String dbDriver = "com.mysql.jdbc.Driver";
        String dbUrl = "jdbc:mysql://192.168.187.16/blog";
        String user = "zhxia";
        String password = "admin";
        try {
            Class.forName(dbDriver);

        } catch (ClassNotFoundException ex) {
            ex.printStackTrace();
        }
        try {
            connection = DriverManager.getConnection(dbUrl, user, password);
        } catch (SQLException e) {
            e.printStackTrace();
        }
    }

    public static int insertRow(String word){
        int effectRows=0;
        String sql=String.format("insert into words(word)values('%s')", word);
        try{
            stmt=connection.createStatement();
            effectRows=stmt.executeUpdate(sql);
            stmt.close();
        }
        catch (SQLException e) {
            e.printStackTrace();
            System.err.println("数据插入失败");
        }
        return effectRows;
    }
}

SimpleBolt4.java

View Code

import backtype.storm.topology.BasicOutputCollector;
import backtype.storm.topology.OutputFieldsDeclarer;
import backtype.storm.topology.base.BaseBasicBolt;
import backtype.storm.tuple.Fields;
import backtype.storm.tuple.Tuple;
import backtype.storm.tuple.Values;

public class SimpleBolt4  extends BaseBasicBolt{

    /**
     *
     */
    private static final long serialVersionUID = -8025390241512976224L;

    public void declareOutputFields(OutputFieldsDeclarer declarer) {
        declarer.declare(new Fields("word"));
    }

    public void execute(Tuple input, BasicOutputCollector collector) {
        String word=input.getString(0);
        if(null!=word&&word.trim()!=""){
            String upper=word.trim().toUpperCase();
            System.out.println(String.format("upper word is:%s", upper));
            collector.emit(new Values(upper));
        }
    }

}

pom.xml

View Code

<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/maven-v4_0_0.xsd">
    <modelVersion>4.0.0</modelVersion>
    <groupId>com.haozu.app</groupId>
    <artifactId>app-storm</artifactId>
    <packaging>jar</packaging>
    <version>1.0</version>
    <name>app-storm</name>
    <url>http://maven.apache.org</url>
    <dependencies>
        <dependency>
            <groupId>junit</groupId>
            <artifactId>junit</artifactId>
            <version>3.8.1</version>
            <scope>test</scope>
        </dependency>
        <dependency>
            <groupId>storm</groupId>
            <artifactId>storm</artifactId>
            <scope>provided</scope>
            <version>0.8.1</version>
        </dependency>
        <dependency>
            <groupId>mysql</groupId>
            <artifactId>mysql-connector-java</artifactId>
            <version>5.1.21</version>
        </dependency>
        <dependency>
            <groupId>redis.clients</groupId>
            <artifactId>jedis</artifactId>
            <version>2.0.0</version>
            <type>jar</type>
            <scope>compile</scope>
        </dependency>
    </dependencies>
    <repositories>
        <repository>
            <id>haozu</id>
            <name>haozu repositories</name>
            <url>http://nexus.dev.haozu.com:10010/nexus/content/groups/public</url>
            <layout>default</layout>
        </repository>
    </repositories>
    <build>
        <plugins>
            <plugin>
                <artifactId>maven-assembly-plugin</artifactId>
                <configuration>
                    <descriptorRefs>
                        <descriptorRef>jar-with-dependencies</descriptorRef>
                    </descriptorRefs>
                    <archive>
                        <manifest>
                            <mainClass>com.haozu.app.SimpleTopology</mainClass>
                        </manifest>
                    </archive>
                </configuration>
            </plugin>
        </plugins>
    </build>
</project>

打包：

mvn clean assembly:assembly -Dmaven.test.skip=true

提交作业并运行：

本地模式运行：storm jar target/app-storm-1.0-jar-with-dependencies.jar com.haozu.app.SimpleTopology

集群模式运行：storm jar target/app-storm-1.0-jar-with-dependencies.jar com.haozu.app.SimpleTopology "test"

转自：http://www.cnblogs.com/xiazh/archive/2013/03/04/2827732

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