在Ubuntu系统上配置Hadoop分布式文件系统(HDFS)涉及多个步骤,以下是详细的配置步骤:
sudo apt update && sudo apt upgrade -y
sudo apt install -y build-essential openssh-server
wget https://download.java.net/java/GA/jdk8/9/GPL/openjdk-8u221-b11-linux-x64.tar.gztar
tar -zxvf openjdk-8u221-b11-linux-x64.tar.gz -C /usr/lib/jvm
配置环境变量:sudo nano /etc/profile
export JAVA_HOME=/usr/lib/jvm/jdk1.8.0_221
export PATH=$JAVA_HOME/bin:$PATH
source /etc/profile
从Apache Hadoop官网下载所需版本的Hadoop安装包,例如Hadoop 3.3.4:
wget http://archive.apache.org/dist/hadoop/common/hadoop-3.3.4/hadoop-3.3.4.tar.gz
tar -xzvf hadoop-3.3.4.tar.gz -C /usr/local/hadoop
hadoop-env.sh
文件,设置Java路径:sudo nano /usr/local/hadoop/etc/hadoop/hadoop-env.sh
export JAVA_HOME=/usr/lib/jvm/java-8-openjdk-amd64
/etc/profile
文件,添加Hadoop的bin目录到PATH环境变量:export HADOOP_HOME=/usr/local/hadoop
export PATH=$PATH:$HADOOP_HOME/bin:$HADOOP_HOME/sbin
source /etc/profile
/usr/local/hadoop/etc/hadoop/core-site.xml
文件:<configuration>
<property>
<name>fs.defaultFS</name>
<value>hdfs://localhost:9000</value>
</property>
</configuration>
/usr/local/hadoop/etc/hadoop/hdfs-site.xml
文件:<configuration>
<property>
<name>dfs.replication</name>
<value>1</value>
</property>
<property>
<name>dfs.namenode.name.dir</name>
<value>/usr/local/hadoop/hdfs/namenode</value>
</property>
<property>
<name>dfs.datanode.data.dir</name>
<value>/usr/local/hadoop/hdfs/datanode</value>
</property>
</configuration>
在NameNode节点上执行以下命令来格式化HDFS:
hdfs namenode -format
启动HDFS服务:
start-dfs.sh
hdfs dfsadmin -report
http://localhost:50070
,查看HDFS的管理界面,表明HDFS已成功安装。ssh-keygen -t rsa
ssh-copy-id user@slave_node_ip
确保防火墙允许Hadoop所需的端口通信:
sudo ufw allow 9000/tcp
sudo ufw allow 50010/tcp
sudo ufw allow 50020/tcp
sudo ufw allow 50070/tcp
sudo ufw allow 50075/tcp
sudo ufw allow 50090/tcp
sudo ufw allow 8030/tcp
sudo ufw allow 8031/tcp
sudo ufw allow 8032/tcp
sudo ufw allow 8033/tcp
sudo ufw allow 8040/tcp
sudo ufw allow 8042/tcp
sudo ufw reload
通过以上步骤,你已经在Ubuntu系统上成功安装和配置了Hadoop HDFS。你可以使用HDFS存储和访问大量数据,为你的大数据应用提供支持。