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搭建hadoop分布式环境

安装环境

  • CentOS 8
  • JDK：1.8_231
  • hadoop：3.2.1

主机准备

  • 主机名：hadoop

  • vi /etc/hostname

  • 主机名与IP地址映射：

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    vi /etc/hosts
    IP地址	hadoop

  • 防火墙关闭

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    systemctl status firewalld

  • 创建hadoop用户

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    useradd hadoop
    passwd hadoop

  • hadoop用户环境变量，配置JDK； /home/hadoop/.bash_profile

安装Hadoop

  • 配置hadoop用户免密登录(ssh)

    1. ```bash
      cd ~
      ssh-keygen -t rsa
      cd .ssh
      cat id_rsa.pub >> authorized_keys
      chmod 600 authorized_keys
      chmod 700 ~/.ssh/
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      2. 验证免密

         ```bash
         ssh hadoop
         exit

  • 上传文件

  • 解压，移动到/usr/下

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    tar zxvf hadoop-3.2.1.tar.gz
    su
    mv /home/hadoop/tools/hadoop-3.2.1 /usr/
    su - hadoop

  • hadoop环境变量 ~/.bash_profile

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    $ vi ~/.bash_profile

    JAVA_HOME=/usr/jdk1.8.0_231
    HADOOP_HOME=/usr/hadoop-3.2.1
    PATH=$HADOOP_HOME/bin:$HADOOP_HOME/sbin:$JAVA_HOME/bin:$PATH

    export JAVA_HOME
    export HADOOP_HOME
    export PATH

    $ source .bash_profile

  • hadoop的基本配置文件，hadoop-env.sh

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    $ cd /usr/hadoop-3.2.1/etc/hadoop

    $ vi hadoop-env.sh

    54 export JAVA_HOME=/usr/jdk1.8.0_231

  • 测试基本配置是否完成

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    hadoop version
    Hadoop 3.2.1
    Source code repository https://gitbox.apache.org/repos/asf/hadoop.git -r b3cbbb467e22ea829b3808f4b7b01d07e0bf3842
    Compiled by rohithsharmaks on 2019-09-10T15:56Z
    Compiled with protoc 2.5.0
    From source with checksum 776eaf9eee9c0ffc370bcbc1888737
    This command was run using /usr/hadoop-3.2.1/share/hadoop/common/hadoop-common-3.2.1.jar

  • 准备目录 /usr/local/hadoop，用于job执行临时目录，和数据存储

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    cd /usr/local/
    chown hadoop:hadoop hadoop

  • 核心配置

    1. core-site.xml $HADOOP_HOME/etc/hadoop/core-site.xml

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      $ vi /usr/hadoop-3.2.1/etc/hadoop/core-site.xml

      fs.defaultFS hdfs://hadoop:9000 hadoop.tmp.dir /usr/local/hadoop/tmp 
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      2. hdfs-site.xml	`$HADOOP_HOME/etc/hadoop`

         ```xml
       <!-- 文件存储在hdfs上的副本数量-->
         <property>
           <name>dfs.replication</name>
             <value>1</value>
         </property>
         <!-- hdfs web监听端口-->
         <property>
             <name>dfs.namenode.http-address</name>
             <value>hadoop:9870</value>
         </property>
         
         
         <!-- namenode数据存储路径 -->
         <property>
             <name>dfs.namenode.name.dir</name>
             <value>/usr/local/hadoop/dfs/name</value>
         </property>
         
         <!-- datanode数据存储路径 -->
         <property>
             <name>dfs.datanode.data.dir</name>
             <value>/usr/local/hadoop/dfs/data</value>
         </property>

    2. mapred-site.xml

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      <property>
          <name>mapreduce.framework.name</name>
          <value>yarn</value>
      </property>

      <property>
          <name>mapreduce.application.classpath</name>
          <value>
          /usr/hadoop-3.2.1/etc/hadoop:/usr/hadoop-3.2.1/share/hadoop/common/lib/*:/usr/hadoop-3.2.1/share/hadoop/common/*:/usr/hadoop-3.2.1/share/hadoop/hdfs:/usr/hadoop-3.2.1/share/hadoop/hdfs/lib/*:/usr/hadoop-3.2.1/share/hadoop/hdfs/*:/usr/hadoop-3.2.1/share/hadoop/mapreduce/lib/*:/usr/hadoop-3.2.1/share/hadoop/mapreduce/*:/usr/hadoop-3.2.1/share/hadoop/yarn:/usr/hadoop-3.2.1/share/hadoop/yarn/lib/*:/usr/hadoop-3.2.1/share/hadoop/yarn/*
          </value>
      </property>

    3. yarn-site.xml

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      <property>
          <name>yarn.resourcemanager.hostname</name>
          <value>hadoop</value>
      </property>
      <property>
          <name>yarn.nodemanager.aux-services</name>
          <value>mapreduce_shuffle</value>
      </property>
      <property>
          <name>mapreduce.application.classpath</name>
          <value>
          /usr/hadoop-3.2.1/etc/hadoop:/usr/hadoop-3.2.1/share/hadoop/common/lib/*:/usr/hadoop-3.2.1/share/hadoop/common/*:/usr/hadoop-3.2.1/share/hadoop/hdfs:/usr/hadoop-3.2.1/share/hadoop/hdfs/lib/*:/usr/hadoop-3.2.1/share/hadoop/hdfs/*:/usr/hadoop-3.2.1/share/hadoop/mapreduce/lib/*:/usr/hadoop-3.2.1/share/hadoop/mapreduce/*:/usr/hadoop-3.2.1/share/hadoop/yarn:/usr/hadoop-3.2.1/share/hadoop/yarn/lib/*:/usr/hadoop-3.2.1/share/hadoop/yarn/*
          </value>
      </property>

    4. workers

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      hadoop

启动Hadoop集群

  • 首次启动hadoop，必须namenode格式化，命令如下：

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    $ hdfs namenode -format

    2020-07-07 14:25:59,234 INFO common.Storage: Storage directory /usr/local/hadoop/dfs/name has been successfully formatted.

  • 启动两个服务（HDFS、yarn），命令如下：

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    $ start-dfs.sh

    $ start-yarn.sh

    $ jps

    14337 Jps
    11608 jar
    13610 SecondaryNameNode
    13867 ResourceManager
    13388 DataNode
    13261 NameNode
    13997 NodeManager

  • HDFS管理命令

  1. hdfs安全模式查看

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    $ hdfs dfsadmin -safemode get

    Safe mode is OFF

    # 注意：Safe mode is OFF，说明HDFS安全模式已经关闭，实现对数据的读写操作

  2. 查看根目录结构

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    $ hdfs dfs -ls /

  3. 创建目录

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    $ hdfs dfs -mkdir /data

    $ hdfs dfs -ls /

  4. 递归创建目录

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    $ hdfs dfs -mkdir -p /data/subdata/input

    $ hdfs dfs -ls -R /

  5. 上传本地文件到htfs目录

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    $ hdfs dfs -put jdk-8u231-linux-x64.tar.gz /data/

    $ hdfs dfs -ls /data

  6. 下载hdfs数据文件到本地操作系统

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    $ hdfs dfs -get /data/jdk-8u231-linux-x64.tar.gz ./

    $ ll

  7. 复制文件

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    $ hdfs dfs -cp /data/jdk-8u231-linux-x64.tar.gz /data/subdata/jdk.tar.gz

  8. 删除文件

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    $ hdfs dfs -rm -r /data/subdata/

HDFS管理命令

  • 安全模式

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    $ hdfs dfsadmin -safemode get

    # hdfs dfsadmin -safemode get|enter|leave|wait

  • report命令

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    $ hdfs dfsadmin -report
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    Configured Capacity: 37558423552 (34.98 GB)
    Present Capacity: 29635686400 (27.60 GB)
    DFS Remaining: 29440000000 (27.42 GB)
    DFS Used: 195686400 (186.62 MB)
    DFS Used%: 0.66%
    Replicated Blocks:
            Under replicated blocks: 0
            Blocks with corrupt replicas: 0
            Missing blocks: 0
            Missing blocks (with replication factor 1): 0
            Low redundancy blocks with highest priority to recover: 0
            Pending deletion blocks: 0
    Erasure Coded Block Groups: 
            Low redundancy block groups: 0
            Block groups with corrupt internal blocks: 0
            Missing block groups: 0
            Low redundancy blocks with highest priority to recover: 0
            Pending deletion blocks: 0

    -------------------------------------------------
    Live datanodes (1):

    Name: 192.168.1.103:9866 (hadoop)
    Hostname: hadoop
    Decommission Status : Normal
    Configured Capacity: 37558423552 (34.98 GB)
    DFS Used: 195686400 (186.62 MB)
    Non DFS Used: 7922737152 (7.38 GB)
    DFS Remaining: 29440000000 (27.42 GB)
    DFS Used%: 0.52%
    DFS Remaining%: 78.38%
    Configured Cache Capacity: 0 (0 B)
    Cache Used: 0 (0 B)
    Cache Remaining: 0 (0 B)
    Cache Used%: 100.00%
    Cache Remaining%: 0.00%
    Xceivers: 1
    Last contact: Tue Jul 07 14:54:09 CST 2020
    Last Block Report: Tue Jul 07 14:28:45 CST 2020
    Num of Blocks: 2

HDFS回收站

  • 默认关闭

  • 启动回收站

  • core-site.xml

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搭建hadoop分布式环境

https://blog.luzy.top/posts/3506883051/

作者

江风引雨

发布于

2020-07-22

更新于

2024-07-10

许可协议

CC BY 4.0

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