在centos上配置hadoop分布式文件系統(hdfs)是一個相對復雜的過程,涉及多個步驟。以下是一個詳細的配置教程:
1. 環境準備
- 安裝Java環境:hdfs需要Java運行環境,首先需要安裝JDK。可以從oracle官網下載并安裝JDK 8。
- 安裝ssh:確保所有節點之間可以通過SSH無密碼登錄。
sudo yum install -y openssh-server openssh-client sudo systemctl start sshd sudo systemctl enable sshd ssh-keygen -t rsa ssh-copy-id root@node2 ssh-copy-id root@node3
- 配置網絡:修改主機名和IP地址映射。編輯 /etc/hosts 文件和 /etc/sysconfig/network-scripts/ifcfg-eth0 文件,設置靜態IP地址和網關。
2. 配置hadoop環境變量
- 編輯 /etc/profile 文件,添加Hadoop的環境變量:
export JAVA_HOME=/usr/java/latest export PATH=$JAVA_HOME/bin:$PATH export HADOOP_HOME=/usr/local/hadoop export HADOOP_CONF_DIR=$HADOOP_HOME/etc/hadoop export PATH=$HADOOP_HOME/sbin:$PATH
- 使配置生效:
source /etc/profile
3. 配置HDFS相關文件
- core-site.xml:
<<span>configuration></span> <<span>property></span> <<span>name></span>fs.defaultFS</<span>name></span> <<span>value></span>hdfs://namenode:9000</<span>value></span> </<span>property></span> </<span>configuration></span>
- hdfs-site.xml:
<<span>configuration></span> <<span>property></span> <<span>name></span>dfs.replication</<span>name></span> <<span>value></span>3</<span>value></span> </<span>property></span> <<span>property></span> <<span>name></span>dfs.namenode.name.dir</<span>name></span> <<span>value></span>/usr/local/hadoop/hdfs/namenode</<span>value></span> </<span>property></span> <<span>property></span> <<span>name></span>dfs.datanode.data.dir</<span>name></span> <<span>value></span>/usr/local/hadoop/hdfs/datanode</<span>value></span> </<span>property></span> <<span>property></span> <<span>name></span>dfs.permissions.enabled</<span>name></span> <<span>value></span>false</<span>value></span> </<span>property></span> </<span>configuration></span>
- yarn-site.xml:
<<span>configuration></span> <<span>property></span> <<span>name></span>yarn.nodemanager.aux-services</<span>name></span> <<span>value></span>mapreduce_shuffle</<span>value></span> </<span>property></span> <<span>property></span> <<span>name></span>yarn.nodemanager.aux-services.mapreduce.shuffle.class</<span>name></span> <<span>value></span>org.apache.hadoop.mapred.ShuffleHandler</<span>value></span> </<span>property></span> </<span>configuration></span>
- mapred-site.xml:
<<span>configuration></span> <<span>property></span> <<span>name></span>mapreduce.framework.name</<span>name></span> <<span>value></span>yarn</<span>value></span> </<span>property></span> </<span>configuration></span>
4. 格式化NameNode
在NameNode節點上格式化文件系統:
hdfs namenode -format
5. 啟動HDFS
啟動HDFS集群:
./sbin/start-dfs.sh
6. 驗證配置
使用 jps 命令檢查HDFS進程是否啟動成功。在瀏覽器中訪問NameNode的Web界面(通常是 http://namenode:50070)確認配置。
7. 配置防火墻(可選)
關閉防火墻:
sudo systemctl stop firewalld sudo chkconfig firewalld off
8. 配置SSH無密碼登錄(可選)
確保所有節點之間可以通過SSH無密碼登錄。
以上步驟提供了一個基本的指南,具體的配置可能會根據Hadoop版本和具體需求有所不同。建議參考官方文檔進行詳細配置。