本地模式运行storm的demo
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
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
日志输出:
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$_shutdown.invoke(LocalCluster.clj:21) at backtype.storm.LocalCluster.shutdown(Unknown Source) at com.youku.demo.TopologyMain.main(TopologyMain.java:33)
hi,博主可以提供下工程的打包吗?非常感谢:)
新建maven工程,然后按照我的工程结构,把代码拷到相应的目录下就好了,依赖maven,不需要多余的jar包
hi,博主你的例子应该是和这个差不多对吗?https://github.com/storm-book/examples-ch02-getting_started/zipball/master,本地就当作Java程序运行,但是我调了好几次没有调通,所以才想看下博主的工程,如果麻烦就算了吧。。
明天发给你吧,今天没带电脑
没有使用maven模式搞定程序。。。
变相搞定了。。没有使用maven来管理,多谢回复:)
发给你用maven管理的了,maven更简单的
执行了你的demo报java.lang.ClassNotFoundException: org.apache.zookeeper.server.NIOServerCnxn$Factory 我看是zookeeper里面的类,但是我已经依赖了,不知道大家遇到过没
按道理应该报我文章指出的错误才是,这里面应该是连不上zookeeper集群的错,而不是找不到类,如果能出现,日志结果,可以忽略掉!
可能是我本地配置storm时出错了,多谢回复,我再看看
另外再问个问题,当一个bolt有两个源的时候有样例么?从网上看到有那样的拓扑图,一个bolt的源为两个bolt
应该是可以的吧 我也见过你说的那张图,应该是通过grouping机制来实现的,不过现在没时间深入研究了
文章中提到的异常是storm的bug,在0.8.2的版本中还没有修复,是在topology.shutdown的时候报出来的