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使用Docker部署Hadoop

發布時間：2024/1/1 编程问答 26 豆豆
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使用Docker部署Hadoop

    • 拉取一個`CentOS`鏡像作為`Hadoop`運行
    • 配置`Java`與`SSH`環境
      • 創建容器
      • 進入容器
      • 配置鏡像
        • 下載阿里云鏡像配置
        • 修改配置文件
        • 重置緩存
      • 安裝`OpenJDK8`和`SSH`服務
      • 啟動`SSH`服務
      • 停止容器并保存
    • 安裝 Hadoop
      • 創建 Hadoop 單機容器
        • 用之前保存的 java_ssh 鏡像創建容器 hadoop_single

拉取一個CentOS鏡像作為Hadoop運行

docker pull centos:8

配置Java與SSH環境

創建容器

創建一個名為 java_ssh_proto的容器

docker run -d --name=java_ssh_proto --privileged centos:8 /usr/sbin/init

進入容器

docker exec -it java_ssh_proto bash

[外鏈圖片轉存失敗,源站可能有防盜鏈機制,建議將圖片保存下來直接上傳(img-pskfQP7i-1656940564945)(Hadoop學習筆記.assets/image-20220703164811913.png)]

配置鏡像

下載阿里云鏡像配置

curl -o /etc/yum.repos.d/CentOS-Base.repo http://mirrors.aliyun.com/repo/Centos-8.repo

修改配置文件

sed -i -e '/mirrors.cloud.aliyuncs.com/d' -e '/mirrors.aliyuncs.com/d' /etc/yum.repos.d/CentOS-Base.repo sed -i 's/releasever\//releasever-stream\//g' /etc/yum.repos.d/CentOS-Base.repo

重置緩存

yum clean all yum makecache

如果出現以下錯誤

解決方法：

進入repos目錄

cd /etc/yum.repos.d/

修改文件內容

sed -i 's/mirrorlist/#mirrorlist/g' /etc/yum.repos.d/CentOS-* sed -i 's|#baseurl=http://mirror.centos.org|baseurl=http://vault.centos.org|g' /etc/yum.repos.d/CentOS-*

再次緩存更新即可解決

yum makecache

稍等片刻即可

安裝OpenJDK8和SSH服務

yum install -y java-1.8.0-openjdk-devel openssh-clients openssh-server

啟動SSH服務

systemctl enable sshd && systemctl start sshd

至此，包含 Java 與SSH環境的容器創建完畢

使用ctrl+d或者exit命令退出容器

停止容器并保存

docker stop java_ssh_proto docker commit java_ssh_proto java_ssh

安裝 Hadoop

創建 Hadoop 單機容器

用之前保存的 java_ssh 鏡像創建容器 hadoop_single

docker run -d --name=hadoop_single --privileged java_ssh /usr/sbin/init

使用阿里云鏡像下載Hadoop

wget https://mirrors.aliyun.com/apache/hadoop/common/hadoop-3.2.3/hadoop-3.2.3.tar.gz

鏡像下載速度也勉勉強強。。。但是至少是比官網快多了

將下載好的 hadoop 壓縮包拷貝到容器中的 /root 目錄下

docker cp hadoop-3.2.3.tar.gz hadoop_single:/root/

進入容器

docker exec -it hadoop_single bash

進入 /root 目錄

cd /root

解壓壓縮包

tar -zxf hadoop-3.2.3.tar.gz

解壓后將得到一個文件夾 hadoop-3.2.3，現在把它拷貝到一個常用的地方：

mv hadoop-3.2.3 /usr/local/hadoop

配置環境變量

echo "export HADOOP_HOME=/usr/local/hadoop" >> /etc/bashrc echo "export PATH=$PATH:$HADOOP_HOME/bin:$HADOOP_HOME/sbin" >> /etc/bashrc

退出容器并重新進入，輸入echo $HADOOP_HOME 的結果應該是 /usr/local/hadoop

配置hadoop內置的環境變量

echo "export JAVA_HOME=/usr" >> $HADOOP_HOME/etc/hadoop/hadoop-env.sh echo "export HADOOP_HOME=/usr/local/hadoop" >> $HADOOP_HOME/etc/hadoop/hadoop-env.sh

輸入下列命令查看是否成功

hadoop version

（如果報 command not found 便再執行一次添加環境變量步驟并退出重進容器）

至此，Hadoop容器制作完畢，接下來進入實際使用學習。

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