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debian hadoop怎么配置

小樊
47
2026-09-08 12:48:26
栏目: 智能运维

下面按在 Debian 系统上配置 Hadoop(单机 / 伪分布式)的常见流程给你一个清晰、可操作的指南。如果你要的是完全分布式集群,我也可以再单独写。


一、环境准备(Debian)

1. 更新系统

sudo apt update
sudo apt upgrade -y

2. 安装 Java(Hadoop 依赖 JDK)

sudo apt install -y openjdk-11-jdk

验证:

java -version

查看 JAVA_HOME:

readlink -f $(which java)
# 示例:/usr/lib/jvm/java-11-openjdk-amd64/bin/java
# JAVA_HOME 应为:/usr/lib/jvm/java-11-openjdk-amd64

二、创建 Hadoop 用户(推荐)

sudo adduser hadoop
sudo usermod -aG sudo hadoop
su - hadoop

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 -xzvf hadoop-3.3.6.tar.gz
sudo mv hadoop-3.3.6 /opt/hadoop

四、配置环境变量

编辑 ~/.bashrc:

nano ~/.bashrc

添加:

export JAVA_HOME=/usr/lib/jvm/java-11-openjdk-amd64
export HADOOP_HOME=/opt/hadoop
export PATH=$PATH:$HADOOP_HOME/bin:$HADOOP_HOME/sbin

生效:

source ~/.bashrc

五、SSH 无密码登录(必须)

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

测试:

ssh localhost

六、Hadoop 核心配置(伪分布式)

1. hadoop-env.sh

nano $HADOOP_HOME/etc/hadoop/hadoop-env.sh

添加:

export JAVA_HOME=/usr/lib/jvm/java-11-openjdk-amd64

2. core-site.xml

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

3. hdfs-site.xml

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

4. mapred-site.xml

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

5. yarn-site.xml

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

七、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

八、验证

查看进程

jps

应看到:

  • NameNode
  • DataNode
  • ResourceManager
  • NodeManager

Web 界面

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

九、简单测试

hdfs dfs -mkdir /test
hdfs dfs -put $HADOOP_HOME/etc/hadoop/*.xml /test
hdfs dfs -ls /test

十、关闭 Hadoop

stop-yarn.sh
stop-dfs.sh

如果你需要:

  • ✅ 完全分布式(多台 Debian 节点)
  • ✅ HA(高可用)
  • ✅ Debian + Docker / Kubernetes
  • ✅ Hive / Spark 集成

告诉我你的使用场景,我可以直接给你对应配置。

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