Hadoop学习笔记-入门伪分布式配置(Mac OS,0.21.0,Eclipse 3.6)
说实话,Hadoop的入门学习配置比我想像中的要简单,当然,Hadoop本身是比较复杂的(那么厚厚的一本书就能说明问题)。
开发环境:Mac OS(Unix)
Hadoop版本:0.21.0
Eclipse版本: 3.6.0
第一步:下载Hadoop
下载地址:http://hadoop.apache.org/common/releases.html#Download
注意,当前21版本的Hadoop是不稳定、不支持并且不保证安全的最新版本。
第二步:配置Hadoop
将下载的Hadoop压缩文件解压缩,找到conf目录,打开core-site.xml,修改代码如下所示:
找到mapred-site.xml修改代码如下所示:
找到hdfs-site.xml修改代码如下所示:
找到hadoop-env.sh打开,加入以下配置
第三步:运行Hadoop
打开终端,定位到Hadoop目录输入以下命令:
bin/hadoop namenode -format
此时终端输出:
然后再打开地址http://localhost:50030/
应当能看到以下页面(如果看不到,则证明你的jobtracker启动失败,请查看log):
至此,Hadoop配置成功。
第五步:测试
将一个文件拷贝到HDFS中,打开终端定位到Hadoop目录,输入以下命令:
bin/hadoop fs -copyFromLocal [源文件] [目标地址]
比如我输入的是:
bin/hadoop fs -copyFromLocal /Users/alex/desktop/persons.rtf hdfs://localhost/tmp/hadoop-alex
此时终端会输出以下文字:
此时会打开一个窗口,对其进行配置,端口号就是我们刚才在core-site.xml中配置的端口好,既9000,如下图所示:
点击确定后即可在左边的Project Explorer面板中对DFS Location进行展开,如下图所示:
第六步:在Eclipse中写代码
在Map/Reduce视图中新建一个Map/Reduce项目(该项目与普通Java项目没什么区别),新建一个Java类,该类主要用于读取我们前面复制到HDFS中的那个文件内容:package cn.com.fri;import java.io.FileNotFoundException;import java.io.IOException;import java.net.URISyntaxException;import org.apache.hadoop.fs.FSDataInputStream;import org.apache.hadoop.fs.FileContext;import org.apache.hadoop.fs.Path;import org.apache.hadoop.io.IOUtils;import org.apache.hadoop.security.AccessControlException;public class Test {public static void main(String[] args) throws AccessControlException,FileNotFoundException, IOException, URISyntaxException {FileContext fc = FileContext.getFileContext();//如果运行在hadoop location中,不需要配置URI,否则需要给一个URIFSDataInputStream fsInput = fc.open(new Path("/tmp/hadoop-alex/persons.rtf"));IOUtils.copyBytes(fsInput, System.out, 4090, false);fsInput.seek(0);IOUtils.copyBytes(fsInput, System.out, 4090, false);}}
然后右键->Run As->Run on hadoop,此时会让你选择一个location,就选中我们刚才新建的location即可。
因为我用了seek并给了一个位置,所以会打印两遍结果如下:
引用
11/09/04 22:32:33 WARN conf.Configuration: DEPRECATED: hadoop-site.xml found in the classpath. Usage of hadoop-site.xml is deprecated. Instead use core-site.xml, mapred-site.xml and hdfs-site.xml to override properties of core-default.xml, mapred-default.xml and hdfs-default.xml respectively
11/09/04 22:32:33 WARN conf.Configuration: fs.default.name is deprecated. Instead, use fs.defaultFS
11/09/04 22:32:33 INFO security.Groups: Group mapping impl=org.apache.hadoop.security.ShellBasedUnixGroupsMapping; cacheTimeout=300000
11/09/04 22:32:33 WARN conf.Configuration: mapred.task.id is deprecated. Instead, use mapreduce.task.attempt.id
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}
rtf中存放的是中文。
==============文章结束=============
今天所学习到的地方就到这里。