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linux hadoop怎样配置

小樊
53
2026-09-25 18:54:02
栏目: 智能运维

下面给你一份在 Linux 上配置 Hadoop(以单机/伪分布式为例)的简明实操指南,适合学习和测试环境。如果你是要集群(多节点),我也可以单独再讲。


一、环境准备

1. 系统要求

  • Linux(CentOS / Ubuntu / Rocky 等均可)
  • JDK 8 或 JDK 11(Hadoop 3.x 推荐 JDK 8)
  • SSH(用于启动 Hadoop)

2. 创建用户(可选但推荐)

useradd hadoop
passwd hadoop

二、安装 JDK

java -version

若未安装:

# Ubuntu
apt install openjdk-8-jdk -y

# CentOS
yum install java-1.8.0-openjdk-devel -y

配置环境变量:

vim /etc/profile

添加:

export JAVA_HOME=/usr/lib/jvm/java-8-openjdk-amd64
export PATH=$PATH:$JAVA_HOME/bin

生效:

source /etc/profile

三、下载并安装 Hadoop

wget https://archive.apache.org/dist/hadoop/common/hadoop-3.3.6/hadoop-3.3.6.tar.gz
tar -zxvf hadoop-3.3.6.tar.gz
mv hadoop-3.3.6 /opt/hadoop

配置环境变量:

vim /etc/profile
export HADOOP_HOME=/opt/hadoop
export PATH=$PATH:$HADOOP_HOME/bin:$HADOOP_HOME/sbin
source /etc/profile

四、配置 SSH 免密登录

ssh-keygen -t rsa
cat ~/.ssh/id_rsa.pub >> ~/.ssh/authorized_keys
chmod 600 ~/.ssh/authorized_keys

测试:

ssh localhost

五、Hadoop 核心配置(伪分布式)

1. hadoop-env.sh

vim $HADOOP_HOME/etc/hadoop/hadoop-env.sh
export JAVA_HOME=/usr/lib/jvm/java-8-openjdk-amd64

2. core-site.xml

vim $HADOOP_HOME/etc/hadoop/core-site.xml
<configuration>
  <property>
    <name>fs.defaultFS</name>
    <value>hdfs://localhost:9000</value>
  </property>
  <property>
    <name>hadoop.tmp.dir</name>
    <value>/opt/hadoop/tmp</value>
  </property>
</configuration>

3. hdfs-site.xml

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

4. mapred-site.xml

vim $HADOOP_HOME/etc/hadoop/mapred-site.xml
<configuration>
  <property>
    <name>mapreduce.framework.name</name>
    <value>yarn</value>
  </property>
</configuration>

5. yarn-site.xml

vim $HADOOP_HOME/etc/hadoop/yarn-site.xml
<configuration>
  <property>
    <name>yarn.nodemanager.aux-services</name>
    <value>mapreduce_shuffle</value>
  </property>
</configuration>

六、格式化并启动 Hadoop

1. 格式化 HDFS

hdfs namenode -format

2. 启动 HDFS

start-dfs.sh

3. 启动 YARN

start-yarn.sh

七、验证

jps

应看到:

  • NameNode
  • DataNode
  • ResourceManager
  • NodeManager

Web 页面:

  • HDFS: http://localhost:9870
  • YARN: http://localhost:8088

八、简单测试

hdfs dfs -mkdir /test
hdfs dfs -put file.txt /test
hdfs dfs -ls /test

如果你需要:

  • ✅ 多节点集群配置
  • ✅ HA(高可用)
  • ✅ Hadoop + Spark
  • ✅ 生产环境调优

告诉我你的使用场景即可。

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