hadoop示例中的WordCount程序,很多教程上都是推荐以下二种运行方式:
1.将生成的jar包,复制到hadoop集群中的节点,然后运行
$HADOOP_HOME/bin/hadoop xxx.jar xxx.WordCount /input/xxx.txt /output
2.或者直接在IDE环境中调试(参见eclipse/intellij idea 远程调试hadoop 2.6.0)
但是生产环境中,更多的情况是:没有ide环境,且各应用最终生成的jar包部署在应用服务器上(应用服务器并非hadoop集群中的服务器节点),所以需要jar能独立运行并能连接到hadoop环境,以下是关键点:
1. pom.xml中将WordCount所依赖的jar包依赖项,全添加进来(这样最终运行时,这些jar包就不用依赖ide或hadoop运行环境)
2. 参考maven: 打包可运行的jar包(java application)及依赖项处理 一文将依赖的jar包导出,且通过maven插件自动修改MANIFEST.MF中的Main-Class信息
3. core-site.xml要复制到maven项目的resources目录下(这样打包后,xml会复制到classpath下,运行时,根据这个配置文件,WordCount就能知道去连哪里的hadoop)
4. 部署时,将最终生成的WordCount jar包及依赖的lib包,全上传到应用服务器
然后就能直接以类似
java -jar hadoop-helloworld.jar /jimmy/input/README.txt /jimmy/output 运行
最后附几个关键文件内容:
a. pom.xml


1 <?xml version="1.0" encoding="UTF-8"?>
2 <project xmlns="http://maven.apache.org/POM/4.0.0"
3 xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
4 xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
5 <modelVersion>4.0.0</modelVersion>
6
7 <groupId>cn.cnblogs.yjmyzz</groupId>
8 <artifactId>hadoop-helloworld</artifactId>
9 <version>1.0</version>
10
11 <dependencies>
12 <dependency>
13 <groupId>org.apache.hadoop</groupId>
14 <artifactId>hadoop-common</artifactId>
15 <version>2.6.0</version>
16 </dependency>
17 <dependency>
18 <groupId>org.apache.hadoop</groupId>
19 <artifactId>hadoop-hdfs</artifactId>
20 <version>2.6.0</version>
21 </dependency>
22 <dependency>
23 <groupId>org.apache.hadoop</groupId>
24 <artifactId>hadoop-mapreduce-client-jobclient</artifactId>
25 <version>2.6.0</version>
26 </dependency>
27 <dependency>
28 <groupId>commons-cli</groupId>
29 <artifactId>commons-cli</artifactId>
30 <version>1.2</version>
31 </dependency>
32 </dependencies>
33
34 <build>
35 <finalName>${project.artifactId}</finalName>
36
37 <plugins>
38 <plugin>
39 <groupId>org.apache.maven.plugins</groupId>
40 <artifactId>maven-jar-plugin</artifactId>
41 <configuration>
42 <archive>
43 <manifest>
44 <mainClass>cn.cnblogs.yjmyzz.WordCount</mainClass>
45 <addClasspath>true</addClasspath>
46 <classpathPrefix>lib/</classpathPrefix>
47 </manifest>
48 </archive>
49 <classesDirectory>
50 </classesDirectory>
51 </configuration>
52 </plugin>
53 </plugins>
54 </build>
55
56 <!--mvn dependency:copy-dependencies -DoutputDirectory=target/lib-->
57
58 </project>
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b.\META-INF\MANIFEST.MF内容


Manifest-Version: 1.0
Built-By: jimmy
Build-Jdk: 1.7.0_09
Class-Path: lib/hadoop-common-2.6.0.jar lib/hadoop-annotations-2.6.0.j
ar lib/guava-11.0.2.jar lib/commons-math3-3.1.1.jar lib/xmlenc-0.52.j
ar lib/commons-httpclient-3.1.jar lib/commons-codec-1.4.jar lib/commo
ns-io-2.4.jar lib/commons-net-3.1.jar lib/commons-collections-3.2.1.j
ar lib/servlet-api-2.5.jar lib/jetty-6.1.26.jar lib/jetty-util-6.1.26
.jar lib/jersey-core-1.9.jar lib/jersey-json-1.9.jar lib/jettison-1.1
.jar lib/jaxb-impl-2.2.3-1.jar lib/jaxb-api-2.2.2.jar lib/stax-api-1.
0-2.jar lib/activation-1.1.jar lib/jackson-jaxrs-1.8.3.jar lib/jackso
n-xc-1.8.3.jar lib/jersey-server-1.9.jar lib/asm-3.1.jar lib/jasper-c
ompiler-5.5.23.jar lib/jasper-runtime-5.5.23.jar lib/jsp-api-2.1.jar
lib/commons-el-1.0.jar lib/commons-logging-1.1.3.jar lib/log4j-1.2.17
.jar lib/jets3t-0.9.0.jar lib/httpclient-4.1.2.jar lib/httpcore-4.1.2
.jar lib/java-xmlbuilder-0.4.jar lib/commons-lang-2.6.jar lib/commons
-configuration-1.6.jar lib/commons-digester-1.8.jar lib/commons-beanu
tils-1.7.0.jar lib/commons-beanutils-core-1.8.0.jar lib/slf4j-api-1.7
.5.jar lib/slf4j-log4j12-1.7.5.jar lib/jackson-core-asl-1.9.13.jar li
b/jackson-mapper-asl-1.9.13.jar lib/avro-1.7.4.jar lib/paranamer-2.3.
jar lib/snappy-java-1.0.4.1.jar lib/protobuf-java-2.5.0.jar lib/gson-
2.2.4.jar lib/hadoop-auth-2.6.0.jar lib/apacheds-kerberos-codec-2.0.0
-M15.jar lib/apacheds-i18n-2.0.0-M15.jar lib/api-asn1-api-1.0.0-M20.j
ar lib/api-util-1.0.0-M20.jar lib/curator-framework-2.6.0.jar lib/jsc
h-0.1.42.jar lib/curator-client-2.6.0.jar lib/curator-recipes-2.6.0.j
ar lib/jsr305-1.3.9.jar lib/htrace-core-3.0.4.jar lib/zookeeper-3.4.6
.jar lib/commons-compress-1.4.1.jar lib/xz-1.0.jar lib/hadoop-hdfs-2.
6.0.jar lib/commons-daemon-1.0.13.jar lib/netty-3.6.2.Final.jar lib/x
ercesImpl-2.9.1.jar lib/xml-apis-1.3.04.jar lib/hadoop-mapreduce-clie
nt-jobclient-2.6.0.jar lib/hadoop-mapreduce-client-common-2.6.0.jar l
ib/hadoop-yarn-common-2.6.0.jar lib/hadoop-yarn-api-2.6.0.jar lib/jer
sey-client-1.9.jar lib/jersey-guice-1.9.jar lib/hadoop-yarn-client-2.
6.0.jar lib/hadoop-mapreduce-client-core-2.6.0.jar lib/hadoop-yarn-se
rver-common-2.6.0.jar lib/hadoop-mapreduce-client-shuffle-2.6.0.jar l
ib/hadoop-yarn-server-nodemanager-2.6.0.jar lib/leveldbjni-all-1.8.ja
r lib/guice-servlet-3.0.jar lib/guice-3.0.jar lib/javax.inject-1.jar
lib/aopalliance-1.0.jar lib/commons-cli-1.2.jar
Created-By: Apache Maven 3.2.3
Main-Class: cn.cnblogs.yjmyzz.WordCount
Archiver-Version: Plexus Archiver
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运行截图:
