CentOS 5.5 + Hadoop 0.20

緊接著再來一發舊的，這一篇已經是去年的記錄了，當時是因為公司想要導入分析使用者行為，所以我才開始著手研究，就趁這個時候把他整理一下吧，現在的版本都已經不知道升到多少去了。

建立Hadoop基本環境

下載並開始安裝，設置Java使用環境必須要1.6以上，並且重新載入。

$ ./jdk-7u21-linux-i586.rpm
find / -name java
/usr/java/jdk1.x.x-xx
$ ln -s /usr/java/jdk1.x.x-xx /usr/java/jdk
$ vim ~/.bashrc
export JAVA_HOME=/usr/java/jdk
export CLASSPATH=$CLASSPATH:$JAVA_HOME/lib:$JAVA_HOME/jre/lib
export PATH=$JAVA_HOME/bin:$JAVA_HOME/jre/bin:$PATH:$HOME/bin
export HADOOP_HOME=/opt/hadoop
$ source ~/.bashrc

建立hadoop帳號，設定SSH，切換為 hadoop 身分，或直接使用root

$ yum -y install openssh
$ su  hadoop
$ passwd  hadoop
$ ssh-keygen -t dsa -P '' -f ~/.ssh/id_dsa
Generating public/private dsa key pair.
Enter file in which to save the key (/home/ hadoop/.ssh/id_dsa):
Enter passphrase (empty for no passphrase):   > ~/.ssh/authorized_keys 
$ chmod 600 .ssh/authorized_keys
$ ssh hadoop@localhost

找一個讓Hadoop安身立命的好地方，這邊我是放在opt底下，下載後解壓縮

$ cd /opt
$ wget 'http://apache.ntu.edu.tw/hadoop/core/hadoop-0.20.2/hadoop-0.20.2.tar.gz'
$ tar xzvf hadoop-0.20.2.tar.gz
$ mv hadoop-0.20.2 hadoop

設置hadoop-env.sh在文件最末端加上

$ vim /opt/hadoop/conf/hadoop-env.sh
export JAVA_HOME=/usr/java/jdk1.x.x-xx

測試一下hadoop可否執行

$ /opt/hadoop/bin/hadoop
Usage: hadoop [--config confdir] COMMAND
where COMMAND is one of:
...以下省略

測試 Local (Standalone) Mode，此模式下每個 Hadoop daemon 執行在一個分離的 Java 程序中。

$ mkdir /opt/hadoop/input
$ cp /opt/hadoop/conf/*.xml input
$ bin/hadoop jar hadoop-*-examples.jar grep input output 'dfs[a-z.]+'
10/02/22 10:47:42 INFO jvm.JvmMetrics: Initializing JVM Metrics with processName
以下省略
$ cat /opt/hadoop/output/*
1       dfsadmin

更改config檔

$ vim /opt/hadoop/conf/core-site.xml
<configuration><property><name>fs.default.name</name><value>hdfs://localhost:9000</value></property></configuration>

$ vim /opt/hadoop/conf/hdfs-site.xml
<configuration><property><name>dfs.replication</name><value>1</value></property></configuration>

$ vim /opt/hadoop/conf/mapred-site.xml
<configuration><property><name>mapred.job.tracker</name><value>localhost:9001</value></property></configuration>

格式化分散式檔案系統

$ /opt/hadoop/bin/hadoop namenode -format
10/02/22 11:02:36 INFO namenode.NameNode: STARTUP_MSG:
/************************************************************
...以下省略

啟動 hadoop daemons

$ /opt/hadoop/bin/start-all.sh
namenode running as process 17390. Stop it first.
localhost: datanode running as process 17514. Stop it first.
...以下省略

瀏覽管理介面並開始測試

NameNode：http://localhost:50070/

JobTracker：http://localhost:50030/

複製檔案到分散式檔案系統

$ /opt/hadoop/bin/hadoop fs -put conf input

執行範例jar檔測試是否正常

$ /opt/hadoop/bin/hadoop jar hadoop-*-examples.jar grep input output 'dfs[a-z.]+'
10/02/22 11:10:07 INFO mapred.FileInputFormat: Total input paths to process : 13
10/02/22 11:10:07 INFO mapred.JobClient: Running job: job_201002221103_0001
...以下省略

從分散式檔案系統拷貝檔案到本機檔案系統檢驗

$ /opt/hadoop/bin/hadoop fs -get output output
$ cat output/*
cat: output/output: Is a directory
1       dfsadmin

在分散式檔案系統上檢驗輸出檔案

$ /opt/hadoop/bin/hadoop fs -cat output/*
cat: File does not exist: output/output
3       dfs.class
2       dfs.period
1       dfs.file
1       dfs.replication
1       dfs.servers
1       dfsadmin
1       dfsmetrics.log

停止hadoop

$ /opt/hadoop/bin/stop-all.sh
stopping jobtracker
localhost: stopping tasktracker
stopping namenode
localhost: stopping datanode
localhost: stopping secondarynamenode

發生錯誤

有關於IP位址的都需要用網域取代否則會讀不到
若啟動時出現要輸入密碼，是因為沒有authorized_keys

參考教學：

Jun 13th, 2013 11:12:00pm

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$ ./jdk-7u21-linux-i586.rpm find / -name java /usr/java/jdk1.x.x-xx $ ln -s /usr/java/jdk1.x.x-xx /usr/java/jdk $ vim ~/.bashrc export JAVA_HOME=/usr/java/jdk export CLASSPATH=$CLASSPATH:$JAVA_HOME/lib:$JAVA_HOME/jre/lib export PATH=$JAVA_HOME/bin:$JAVA_HOME/jre/bin:$PATH:$HOME/bin export HADOOP_HOME=/opt/hadoop $ source ~/.bashrc

$ yum -y install openssh $ su hadoop $ passwd hadoop $ ssh-keygen -t dsa -P '' -f ~/.ssh/id_dsa Generating public/private dsa key pair. Enter file in which to save the key (/home/ hadoop/.ssh/id_dsa): Enter passphrase (empty for no passphrase): > ~/.ssh/authorized_keys $ chmod 600 .ssh/authorized_keys $ ssh hadoop@localhost

$ mkdir /opt/hadoop/input $ cp /opt/hadoop/conf/*.xml input $ bin/hadoop jar hadoop-*-examples.jar grep input output 'dfs[a-z.]+' 10/02/22 10:47:42 INFO jvm.JvmMetrics: Initializing JVM Metrics with processName 以下省略 $ cat /opt/hadoop/output/* 1 dfsadmin

$ vim /opt/hadoop/conf/core-site.xml <configuration><property><name>fs.default.name</name><value>hdfs://localhost:9000</value></property></configuration> $ vim /opt/hadoop/conf/hdfs-site.xml <configuration><property><name>dfs.replication</name><value>1</value></property></configuration> $ vim /opt/hadoop/conf/mapred-site.xml <configuration><property><name>mapred.job.tracker</name><value>localhost:9001</value></property></configuration>

$ /opt/hadoop/bin/hadoop jar hadoop-*-examples.jar grep input output 'dfs[a-z.]+' 10/02/22 11:10:07 INFO mapred.FileInputFormat: Total input paths to process : 13 10/02/22 11:10:07 INFO mapred.JobClient: Running job: job_201002221103_0001 ...以下省略

$ /opt/hadoop/bin/hadoop fs -cat output/* cat: File does not exist: output/output 3 dfs.class 2 dfs.period 1 dfs.file 1 dfs.replication 1 dfs.servers 1 dfsadmin 1 dfsmetrics.log