Hadoop家族系列文章,主要介绍Hadoop家族产品,常用的项目包括Hadoop, Hive, Pig, HBase, Sqoop, Mahout, Zookeeper, Avro, Ambari, Chukwa,新增加的项目包括,YARN, Hcatalog, Oozie, Cassandra, Hama, Whirr, Flume, Bigtop, Crunch, Hue等。
从2011年开始,中国进入大数据风起云涌的时代,以Hadoop为代表的家族软件,占据了大数据处理的广阔地盘。开源界及厂商,所有数据软件,无一不向Hadoop靠拢。Hadoop也从小众的高富帅领域,变成了大数据开发的标准。在Hadoop原有技术基础之上,出现了Hadoop家族产品,通过“大数据”概念不断创新,推出科技进步。
作为IT界的开发人员,我们也要跟上节奏,抓住机遇,跟着Hadoop一起雄起!
关于作者:
- 张丹(Conan), 程序员Java,R,PHP,Javascript
- weibo:@Conan_Z
- blog: http://blog.fens.me
- email: bsspirit@gmail.com
转载请注明出处:
http://blog.fens.me/hadoop-history-source-install/
前言
介绍Hadoop安装的文章,已经写过2篇了,老生常谈的话题又被拿出来了。这次要重新安装Hadoop-1.1.2的历史版本,来满足Mahout-0.8版本的依赖要求。本来只想简单说几句,不过遇到了几个小问题,因此写篇文章总结一下吧。
Hadoop安装的其他文章:
目录
- 找到Hadoop历史版本
- 用源代码构建Hadoop环境
- 快速Hadoop配置环境脚本
- 为win环境编译hadoop-core.jar
1. 找到Hadoop历史版本
这里我需要的Hadoop版本是1.1.2。打开hadoop的下载页面
http://www.apache.org/dyn/closer.cgi/hadoop/common/
随便打开一个下载镜像,我们都找不到1.1.2这个版本。
看看github上的情况
找到release-1.1.2
https://github.com/apache/hadoop-common/releases/tag/release-1.1.2
下载源代码:
~ wget https://github.com/apache/hadoop-common/archive/release-1.1.2.tar.gz
查看branch-1.1
https://github.com/apache/hadoop-common/tree/branch-1.1
2. 用源代码构建Hadoop环境
注:github上面最新hadoop-3.0.0-SNAPSHOT,包结构已经完全改变,用Maven代替了Ant+Ivy的构建过程。
Linux系统环境:
- Linux Ubuntu 64bit Server 12.04.2 LTS
- Java 1.6.0_29
- Ant 1.8.4
安装Hadoop
~ tar xvf release-1.1.2.tar.gz
~ mkdir /home/conan/hadoop/
~ mv hadoop-common-release-1.1.2 /home/conan/hadoop/
~ cd /home/conan/hadoop/
~ mv hadoop-common-release-1.1.2/ hadoop-1.1.2
查看hadoop目录
~ ls -l
total 648
drwxrwxr-x 2 conan conan 4096 Mar 6 2013 bin
-rw-rw-r-- 1 conan conan 120025 Mar 6 2013 build.xml
-rw-rw-r-- 1 conan conan 467130 Mar 6 2013 CHANGES.txt
drwxrwxr-x 2 conan conan 4096 Oct 3 02:31 conf
drwxrwxr-x 2 conan conan 4096 Oct 3 02:28 ivy
-rw-rw-r-- 1 conan conan 10525 Mar 6 2013 ivy.xml
drwxrwxr-x 4 conan conan 4096 Mar 6 2013 lib
-rw-rw-r-- 1 conan conan 13366 Mar 6 2013 LICENSE.txt
drwxrwxr-x 2 conan conan 4096 Oct 3 03:35 logs
-rw-rw-r-- 1 conan conan 101 Mar 6 2013 NOTICE.txt
-rw-rw-r-- 1 conan conan 1366 Mar 6 2013 README.txt
-rw-rw-r-- 1 conan conan 7815 Mar 6 2013 sample-conf.tgz
drwxrwxr-x 16 conan conan 4096 Mar 6 2013 src
在根目录下面,没有hadoop-*.jar的各种类库,也没有依赖库。
执行Ant进行编译
从Ant官方网站下载Ant, http://ant.apache.org/bindownload.cgi
~ wget http://archive.apache.org/dist/ant/binaries/apache-ant-1.8.4-bin.tar.gz
~ tar xvf apache-ant-1.8.4-bin.tar.gz
~ mkdir /home/conan/toolkit/
~ mv apache-ant-1.8.4 /home/conan/toolkit/
~ cd /home/conan/toolkit/
~ mv apache-ant-1.8.4 ant184
设置ant到环境变量
# 编辑environment文件
~ sudo vi /etc/environment
PATH="/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/home/conan/toolkit/jdk16/bin:/home/conan/toolkit/ant184/bin"
JAVA_HOME=/home/conan/toolkit/jdk16
ANT_HOME=/home/conan/toolkit/ant184
#让环境变量生效
~ . /etc/environment
#运行ant命令,检查环境变量是否配置成功
~ ant
Buildfile: build.xml does not exist!
Build failed
用Ant编译Hadoop
# 安装编译用的库
~ sudo apt-get install autoconf
~ sudo apt-get install libtool
# 用Ant编译Hadoop
~ cd /home/conan/hadoop/hadoop-1.1.2/
~ ant
要等几分钟,然后build成功。
查看生成的build目录
~ ls -l build
drwxrwxr-x 3 conan conan 4096 Oct 3 04:06 ant
drwxrwxr-x 2 conan conan 4096 Oct 3 04:02 c++
drwxrwxr-x 3 conan conan 4096 Oct 3 04:05 classes
drwxrwxr-x 13 conan conan 4096 Oct 3 04:06 contrib
drwxrwxr-x 2 conan conan 4096 Oct 3 04:05 empty
drwxrwxr-x 2 conan conan 4096 Oct 3 04:02 examples
-rw-rw-r-- 1 conan conan 423 Oct 3 04:05 hadoop-client-1.1.3-SNAPSHOT.jar
-rw-rw-r-- 1 conan conan 4035744 Oct 3 04:05 hadoop-core-1.1.3-SNAPSHOT.jar
-rw-rw-r-- 1 conan conan 426 Oct 3 04:05 hadoop-minicluster-1.1.3-SNAPSHOT.jar
-rw-rw-r-- 1 conan conan 306827 Oct 3 04:05 hadoop-tools-1.1.3-SNAPSHOT.jar
drwxrwxr-x 4 conan conan 4096 Oct 3 04:02 ivy
drwxrwxr-x 3 conan conan 4096 Oct 3 04:02 src
drwxrwxr-x 6 conan conan 4096 Oct 3 04:02 test
drwxrwxr-x 3 conan conan 4096 Oct 3 04:05 tools
drwxrwxr-x 9 conan conan 4096 Oct 3 04:02 webapps
发现hadoop-*.jar都是hadoop-*-1.1.3-SNAPSHOT.jar结尾的,合理的解释就是:上一个版本的release就是下一个版本的SNAPSHOT。
我们修改一下build.xml文件31行,把包名改成hadoop-*-1.1.2.jar,再重新ant
~ vi build.xml
~ rm -rf build
~ ant
把生成的hadoop-*-1.1.2.jar复制到根目录
~ cp build/*.jar .
~ ls -l
drwxrwxr-x 2 conan conan 4096 Oct 3 04:24 bin
drwxrwxr-x 13 conan conan 4096 Oct 3 04:21 build
-rw-rw-r-- 1 conan conan 120016 Oct 3 04:20 build.xml
-rw-rw-r-- 1 conan conan 467130 Mar 6 2013 CHANGES.txt
drwxrwxr-x 2 conan conan 4096 Oct 3 02:31 conf
-rw-rw-r-- 1 conan conan 414 Oct 3 04:24 hadoop-client-1.1.2.jar
-rw-rw-r-- 1 conan conan 4035726 Oct 3 04:24 hadoop-core-1.1.2.jar
-rw-rw-r-- 1 conan conan 417 Oct 3 04:24 hadoop-minicluster-1.1.2.jar
-rw-rw-r-- 1 conan conan 306827 Oct 3 04:24 hadoop-tools-1.1.2.jar
drwxrwxr-x 2 conan conan 4096 Oct 3 02:28 ivy
-rw-rw-r-- 1 conan conan 10525 Mar 6 2013 ivy.xml
drwxrwxr-x 4 conan conan 4096 Mar 6 2013 lib
-rw-rw-r-- 1 conan conan 13366 Mar 6 2013 LICENSE.txt
drwxrwxr-x 3 conan conan 4096 Oct 3 04:28 logs
-rw-rw-r-- 1 conan conan 101 Mar 6 2013 NOTICE.txt
-rw-rw-r-- 1 conan conan 1366 Mar 6 2013 README.txt
-rw-rw-r-- 1 conan conan 7815 Mar 6 2013 sample-conf.tgz
drwxrwxr-x 16 conan conan 4096 Mar 6 2013 src
这个就生成好了,hadoop环境,和我们之前下载的就一样了。
3. 快速Hadoop配置环境脚本
- 1. 配置环境变量
- 2. Hadoop的3个配置文件
- 3. 创建Hadoop目录
- 4. 配置hostname和hosts
- 5. 生成SSH免登陆
- 6. 第一次启动格式化HDFS
- 7. 启动Hadoop的服务
下面的脚本要写在一起
~ sudo vi /etc/environment
PATH="/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/games:/home/conan/toolkit/jdk16/bin:/home/conan/toolkit/ant184/bin:/home/conan/toolkit/maven3/bin:/home/conan/toolkit/tomcat7/bin:/home/conan/hadoop/hadoop-1.1.2/bin"
JAVA_HOME=/home/conan/toolkit/jdk16
ANT_HOME=/home/conan/toolkit/ant184
MAVEN_HOME=/home/conan/toolkit/maven3
NUTCH_HOME=/home/conan/toolkit/nutch16
TOMCAT_HOME=/home/conan/toolkit/tomcat7
HADOOP_HOME=/home/conan/hadoop/hadoop-1.1.2
HADOOP_CMD=/home/conan/hadoop/hadoop-1.1.2/bin/hadoop
HADOOP_STREAMING=/home/conan/hadoop/hadoop-1.1.2/contrib/streaming/hadoop-streaming-1.1.2.jar
~ . /etc/environment
~ vi conf/core-site.xml
<configuration>
<property>
<name>fs.default.name</name>
<value>hdfs://master:9000</value>
</property>
<property>
<name>hadoop.tmp.dir</name>
<value>/home/conan/hadoop/tmp</value>
</property>
<property>
<name>io.sort.mb</name>
<value>256</value>
</property>
</configuration>
~ vi conf/hdfs-site.xml
<configuration>
<property>
<name>dfs.data.dir</name>
<value>/home/conan/hadoop/data</value>
</property>
<property>
<name>dfs.replication</name>
<value>1</value>
</property>
<property>
<name>dfs.permissions</name>
<value>false</value>
</property>
</configuration>
~ vi conf/mapred-site.xml
<configuration>
<property>
<name>mapred.job.tracker</name>
<value>hdfs://master:9001</value>
</property>
</configuration>
~ mkdir /home/conan/hadoop/data
~ mkdir /home/conan/hadoop/tmp
~ sudo chmod 755 /home/conan/hadoop/data/
~ sudo chmod 755 /home/conan/hadoop/tmp/
~ sudo hostname master
~ sudo vi /etc/hosts
192.168.1.210 master
127.0.0.1 localhost
~ ssh-keygen -t rsa
~ cat ~/.ssh/id_rsa.pub >> ~/.ssh/authorized_keys
~ bin/hadoop namenode -format
~ bin/start-all.sh
检查hadoop运行状态
~ jps
15574 DataNode
16324 Jps
15858 SecondaryNameNode
16241 TaskTracker
15283 NameNode
15942 JobTracker
~ bin/hadoop dfsadmin -report
Configured Capacity: 18751434752 (17.46 GB)
Present Capacity: 14577520655 (13.58 GB)
DFS Remaining: 14577491968 (13.58 GB)
DFS Used: 28687 (28.01 KB)
DFS Used%: 0%
Under replicated blocks: 0
Blocks with corrupt replicas: 0
Missing blocks: 0
-------------------------------------------------
Datanodes available: 1 (1 total, 0 dead)
Name: 192.168.1.210:50010
Decommission Status : Normal
Configured Capacity: 18751434752 (17.46 GB)
DFS Used: 28687 (28.01 KB)
Non DFS Used: 4173914097 (3.89 GB)
DFS Remaining: 14577491968(13.58 GB)
DFS Used%: 0%
DFS Remaining%: 77.74%
Last contact: Thu Oct 03 05:03:50 CST 2013
4. 为win环境编译hadoop-core.jar
在win环境开发中,经常会遇到一个错误权限检查的异常,我们需要修改FileUtil.java文件,注释688行–693行。
~ vi src/core/org/apache/hadoop/fs/FileUtil.java
685 private static void checkReturnValue(boolean rv, File p,
686 FsPermission permission
687 ) throws IOException {
688 /* if (!rv) {
689 throw new IOException("Failed to set permissions of path: " + p +
690 " to " +
691 String.format("%04o", permission.toShort()));
692 }
693 */
694 }
用ant重新打包后,就生成了可以在win运行的hadoop-core-1.1.2.jar!使用方法可以参考文章:用Maven构建Hadoop项目,我们后面一直会用到!
[…] Hadoop历史版本安装 […]
[…] 如何搭建Hadoop集群环境? 请参考文章:Hadoop历史版本安装 […]