本例实现的是本地模式运行storm的wordcount demo！
开发过程中，可以用本地模式来运行Storm，这样就能在本地开发，在进程中测试Topology。一切就绪后，以远程模式运行 Storm，提交用于在集群中运行的Topology。
创建工程：demo-storm
目录结构如下：
demo-storm
——src/main/java
————com.youku.demo
————————bolts
————————spouts
——src/test/java
——src/main/resource
————words.txt
storm-demo工程目录
WordCounter.java:
package com.youku.demo.bolts;
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.Tuple;
public class WordCounter extends BaseBasicBolt {
Integer id;
String name;
Map<String, Integer> counters;
/**
* At the end of the spout (when the cluster is shutdown
* We will show the word counters
*/
@Override
public void cleanup() {
System.out.println("-- Word Counter ["+name+"-"+id+"] --");
for(Map.Entry<String, Integer> entry : counters.entrySet()){
System.out.println(entry.getKey()+": "+entry.getValue());
}
}
/**
* On create
*/
@Override
public void prepare(Map stormConf, TopologyContext context) {
this.counters = new HashMap<String, Integer>();
this.name = context.getThisComponentId();
this.id = context.getThisTaskId();
}
public void declareOutputFields(OutputFieldsDeclarer declarer) {}
public void execute(Tuple input, BasicOutputCollector collector) {
String str = input.getString(0);
/**
* If the word dosn't exist in the map we will create
* this, if not We will add 1
*/
if(!counters.containsKey(str)){
counters.put(str, 1);
}else{
Integer c = counters.get(str) + 1;
counters.put(str, c);
}
}
}
WordNormalizer.java:
package com.youku.demo.bolts;
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 WordNormalizer extends BaseBasicBolt {
public void cleanup() {}
/**
* The bolt will receive the line from the
* words file and process it to Normalize this line
*
* The normalize will be put the words in lower case
* and split the line to get all words in this
*/
public void execute(Tuple input, BasicOutputCollector collector) {
String sentence = input.getString(0);
String[] words = sentence.split(" ");
for(String word : words){
word = word.trim();
if(!word.isEmpty()){
word = word.toLowerCase();
collector.emit(new Values(word));
}
}
}
/**
* The bolt will only emit the field "word"
*/
public void declareOutputFields(OutputFieldsDeclarer declarer) {
declarer.declare(new Fields("word"));
}
}
WordReader.java:
package com.youku.demo.spouts;
import java.io.BufferedReader;
import java.io.FileNotFoundException;
import java.io.FileReader;
import java.util.Map;
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 WordReader extends BaseRichSpout {
private SpoutOutputCollector collector;
private FileReader fileReader;
private boolean completed = false;
public void ack(Object msgId) {
System.out.println("OK:"+msgId);
}
public void close() {}
public void fail(Object msgId) {
System.out.println("FAIL:"+msgId);
}
/**
* The only thing that the methods will do It is emit each
* file line
*/
public void nextTuple() {
/**
* The nextuple it is called forever, so if we have been readed the file
* we will wait and then return
*/
if(completed){
try {
Thread.sleep(1000);
} catch (InterruptedException e) {
//Do nothing
}
return;
}
String str;
//Open the reader
BufferedReader reader = new BufferedReader(fileReader);
try{
//Read all lines
while((str = reader.readLine()) != null){
/**
* By each line emmit a new value with the line as a their
*/
this.collector.emit(new Values(str),str);
}
}catch(Exception e){
throw new RuntimeException("Error reading tuple",e);
}finally{
completed = true;
}
}
/**
* We will create the file and get the collector object
*/
public void open(Map conf, TopologyContext context,
SpoutOutputCollector collector) {
try {
this.fileReader = new FileReader(conf.get("wordsFile").toString());
} catch (FileNotFoundException e) {
throw new RuntimeException("Error reading file ["+conf.get("wordFile")+"]");
}
this.collector = collector;
}
/**
* Declare the output field "word"
*/
public void declareOutputFields(OutputFieldsDeclarer declarer) {
declarer.declare(new Fields("line"));
}
}
TopologyMain.java:
package com.youku.demo;
import com.youku.demo.bolts.WordCounter;
import com.youku.demo.bolts.WordNormalizer;
import com.youku.demo.spouts.WordReader;
import backtype.storm.Config;
import backtype.storm.LocalCluster;
import backtype.storm.topology.TopologyBuilder;
import backtype.storm.tuple.Fields;
public class TopologyMain {
public static void main(String[] args) throws InterruptedException {
//Topology definition
TopologyBuilder builder = new TopologyBuilder();
builder.setSpout("word-reader",new WordReader());
builder.setBolt("word-normalizer", new WordNormalizer())
.shuffleGrouping("word-reader");
builder.setBolt("word-counter", new WordCounter(),1)
.fieldsGrouping("word-normalizer", new Fields("word"));
//Configuration
Config conf = new Config();
conf.put("wordsFile", args[0]);
conf.setDebug(true);
//Topology run
conf.put(Config.TOPOLOGY_MAX_SPOUT_PENDING, 1);
LocalCluster cluster = new LocalCluster();
cluster.submitTopology("Getting-Started-Toplogie", conf, builder.createTopology());
Thread.sleep(2000);
cluster.shutdown();
}
}
pom.xml:
<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>com.youku.demo</groupId>
<artifactId>demo-storm</artifactId>
<version>0.0.1-SNAPSHOT</version>
<packaging>jar</packaging>
<name>demo-storm</name>
<url>http://maven.apache.org</url>
<properties>
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
</properties>
<build>
<plugins>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-compiler-plugin</artifactId>
<version>2.3.2</version>
<configuration>
<source>1.6</source>
<target>1.6</target>
<compilerVersion>1.6</compilerVersion>
</configuration>
</plugin>
</plugins>
</build>
<repositories>
<!-- Repository where we can found the storm dependencies -->
<repository>
<id>clojars.org</id>
<url>http://clojars.org/repo</url>
</repository>
</repositories>
<dependencies>
<!-- Storm Dependency -->
<dependency>
<groupId>storm</groupId>
<artifactId>storm</artifactId>
<version>0.8.0</version>
</dependency>
<dependency>
<groupId>junit</groupId>
<artifactId>junit</artifactId>
<version>3.8.1</version>
<scope>test</scope>
</dependency>
</dependencies>
</project>
words.txt:
storm
test
are
great
is
an
storm
simple
application
but
very
powerfull
really
StOrm
is
great
运行的时候需要配置参数：src/main/resources/words.txt 指定输入文件
运行命令
日志输出：
运行日志
会报好多zookeeper异常，还有最后的日志文件无法删除的异常，目前忽略了，O(∩_∩)O呵呵~
271 [main-SendThread(localhost:2000)] WARN org.apache.zookeeper.ClientCnxn - Session 0x0 for server null, unexpected error, closing socket connection and attempting reconnect
java.net.SocketException: Address family not supported by protocol family: connect
at sun.nio.ch.Net.connect(Native Method)
at sun.nio.ch.SocketChannelImpl.connect(SocketChannelImpl.java:507)
at org.apache.zookeeper.ClientCnxn$SendThread.startConnect(ClientCnxn.java:1050)
at org.apache.zookeeper.ClientCnxn$SendThread.run(ClientCnxn.java:1077)
java.io.IOException: Unable to delete file: C:UsersThinkPadAppDataLocalTemp3fbb080f-e585-42e6-8b1b-d6ae024503acversion-2log.1
at org.apache.commons.io.FileUtils.forceDelete(FileUtils.java:1390)
at org.apache.commons.io.FileUtils.cleanDirectory(FileUtils.java:1044)
at org.apache.commons.io.FileUtils.deleteDirectory(FileUtils.java:977)
at org.apache.commons.io.FileUtils.forceDelete(FileUtils.java:1381)
at org.apache.commons.io.FileUtils.cleanDirectory(FileUtils.java:1044)
at org.apache.commons.io.FileUtils.deleteDirectory(FileUtils.java:977)
at org.apache.commons.io.FileUtils.forceDelete(FileUtils.java:1381)
at backtype.storm.util$rmr.invoke(util.clj:413)
at backtype.storm.testing$kill_local_storm_cluster.invoke(testing.clj:163)
at backtype.storm.LocalCluster$_shutdown.invoke(LocalCluster.clj:21)
at backtype.storm.LocalCluster.shutdown(Unknown Source)
at com.youku.demo.TopologyMain.main(TopologyMain.java:33)