大数据 Docker Hadoop 环境搭建

MrBlueSky

已于 2024-12-19 15:56:09 修改

阅读量924

点赞数 26

文章标签：大数据 docker hadoop

于 2024-12-09 09:18:35 首次发布

本文链接：https://blog.youkuaiyun.com/MrBlueSky/article/details/143963887

版权

前言

公司做某行数据中台POC，要添加大数据处理数据源，做为数据查询数据源引擎。快搭建做POC测试使用。此文件基础Docker技术，如何搭建Docker及使用请点击这里
 官方网站

基础环境

系统镜像环境：centos7.9.2009
docker pull registry.cn-hangzhou.aliyuncs.com/snake-group/centos:base-7.9.2009

此镜像是在centos7.9.2009基础上安装了一系统工具包的二次镜像包：iputils nc less libcurl zip unzip tar net-tools iptutils-ping sysvinit-tools iptables wget telnet ntp kde-l10n-Chinese,时区为Asia/Shanghai，系统编码为 zh_CN.UTF-8

Hadoop基础镜像制作

何为Hadoop请点击这里
 Hadoop官网
 hadoop-3.3.6 下载
此镜像基于registry.cn-hangzhou.aliyuncs.com/snake-group/centos:base-7.9.2009制作
Hadoop 软件要求Java运行环境、ssh、sshd、pdsh

如果要使用可选的启动和停止脚本，则必须安装ssh并运行sshd才能使用管理远程Hadoop守护程序的Hadoop脚本。此外，建议还安装pdsh，以便更好地管理ssh资源

创建Dockerfile文件如下

FROM registry.cn-hangzhou.aliyuncs.com/snake-group/centos:base-7.9.2009
LABEL maintainer="bluesky <bluesky@163.com>"
# 先解压zip hadoop-3.3.6.zip.001得到hadoop-3.3.6.tar.gz
# linux 先合并成再解压
# cat hadoop-3.3.6.zip.0* > hadoop-3.3.6.zip && unzip hadoop-3.3.6.zip
ADD hadoop-3.3.6.tar.gz /app/
RUN set -x \
    && yum update -y && pwd \
    && yum install -y java-1.8.0-openjdk java-1.8.0-openjdk-devel java-1.8.0-openjdk-headless \
    && yum install -y openssh-server openssh-clients openssh-devel \
    && yum install -y epel-release && yum -y install pdsh

ENV JAVA_HOME=/usr/lib/jvm/java \
    PDSH_PATH_TYPE=ssh \
    HADOOP_HOME=/app/hadoop-3.3.6 \
    HADOOP_CONF_DIR=/app/hadoop-3.3.6/etc/hadoop

RUN set -x \
    && systemctl enable sshd \
    && useradd hadoop \

在此提供已完成的镜像registry.cn-hangzhou.aliyuncs.com/snake-group/hadoop:3.3.6-centos.base-7.9.2009

Hadoop 集群部署

在此利用docker-compose部署
编辑docker-compose.yml文件如下

version: '3.6'
networks:
  inner:
    name: "hadoop-env"
    driver: "bridge"
    ipam:
      config:
        - subnet: 172.15.0.0/16
          gateway: 172.15.0.1
services:
  hadoop-01:
    hostname: hadoop-01
    image: registry.cn-hangzhou.aliyuncs.com/snake-group/hadoop:3.3.6-centos.base-7.9.2009
    container_name: hadoop-01
    user: root
    command: "/usr/sbin/init"
    #    restart: always
    privileged: true
    environment:
      HADOOP_LOG_DIR : "/opt/hadoop3/data/hadoop-logs"
    volumes:
      - D:\dockerVolumes\hadoop\hadoop-01\data:/opt/hadoop3/data #数据文件挂载
    ports:
      - "2021:22"
      - "16010:16010" #hbase web Ui
    shm_size: '256m'
    networks:
      inner:
        ipv4_address: 172.15.0.2
  hadoop-02:
    hostname: hadoop-02
    image: registry.cn-hangzhou.aliyuncs.com/snake-group/hadoop:3.3.6-centos.base-7.9.2009
    container_name: hadoop-02
    user: root
    command: "/usr/sbin/init"
    #    restart: always
    privileged: true
    environment:
      HADOOP_LOG_DIR : "/opt/hadoop3/data/hadoop-logs"
    volumes:
      - D:\dockerVolumes\hadoop\hadoop-02\data:/opt/hadoop3/data #数据文件挂载
    ports:
      - "2022:22"
    shm_size: '256m'
    networks:
      inner:
        ipv4_address: 172.15.0.3
  hadoop-03:
    hostname: hadoop-03
    image: registry.cn-hangzhou.aliyuncs.com/snake-group/hadoop:3.3.6-centos.base-7.9.2009
    container_name: hadoop-03
    user: root
    command: "/usr/sbin/init"
    #    restart: always
    privileged: true
    environment:
      HADOOP_LOG_DIR : "/opt/hadoop3/data/hadoop-logs"
    volumes:
      - D:\dockerVolumes\hadoop\hadoop-03\data:/opt/hadoop3/data #数据文件挂载
    ports:
      - "2023:22"
      - "8088:8088" # ResourceManager Web UI
      - "19888:19888" # MapReduce JobHistory Server
    shm_size: '256m'
    networks:
      inner:
        ipv4_address: 172.15.0.4
  hadoop-04:
    hostname: hadoop-04
    image: registry.cn-hangzhou.aliyuncs.com/snake-group/hadoop:3.3.6-centos.base-7.9.2009
    container_name: hadoop-04
    user: root
    command: "/usr/sbin/init"
    #    restart: always
    privileged: true
    environment:
      HADOOP_LOG_DIR : "/opt/hadoop3/data/hadoop-logs"
    volumes:
      - D:\dockerVolumes\hadoop\hadoop-04\data:/opt/hadoop3/data #数据文件挂载
    ports:
      - "2024:22"
      - "9870:9870" # NameNode Web UI
    shm_size: '256m'
    networks:
      inner:
        ipv4_address: 172.15.0.5
  hadoop-05:
    hostname: hadoop-05
    image: registry.cn-hangzhou.aliyuncs.com/snake-group/hadoop:3.3.6-centos.base-7.9.2009
    container_name: hadoop-05
    user: root
    command: "/usr/sbin/init"
    #    restart: always
    privileged: true
    environment:
      HADOOP_LOG_DIR : "/opt/hadoop3/data/hadoop-logs"
    volumes:
      - D:\dockerVolumes\hadoop\hadoop-05\data:/opt/hadoop3/data #数据文件挂载
    ports:
      - "2025:22"
    shm_size: '256m'
    networks:
      inner:
        ipv4_address: 172.15.0.6

说明文件中的volumes按自己的情况做修改、

启动集群环境

docker-compose -f docker-compose.yml -d up

配置集群ssh互信

分别进入容器节点执行以下操作(所有操作以tbase用户执行 su hadoop)

# 生成密钥对一路回车就好
su hadoop
ssh-keygen -t rsa

结果如下

[root@6e571dd27871 app]# su hadoop
[hadoop@6e571dd27871 app]$ ssh-keygen -t rsa
Generating public/private rsa key pair.
Enter file in which to save the key (/home/hadoop/.ssh/id_rsa): 
Created directory '/home/hadoop/.ssh'.
Enter passphrase (empty for no passphrase): 
Enter same passphrase again: 
Your identification has been saved in /home/hadoop/.ssh/id_rsa.
Your public key has been saved in /home/hadoop/.ssh/id_rsa.pub.
The key fingerprint is:
SHA256:G4+53/dfFXhlyz//ordQzdAP44QjxQk4KX8kWoj6lfo hadoop@6e571dd27871
The key's randomart image is:
+---[RSA 2048]----+
|     . . o.o..  o|
|    . o * ..o.ooo|
|   .   * +. o.==.|
|  .   + . .. +.*+|
|   . o  S.    o.*|
|    o    *   .  +|
|     .  + . .   o|
|      E  . . .+ o|
|        ... o+.+=|
+----[SHA256]-----+

再执行

ssh-copy-id -i /home/hadoop/.ssh/id_rsa.pub hadoop@hadoop-01
ssh-copy-id -i /home/hadoop/.ssh/id_rsa.pub hadoop@hadoop-02
ssh-copy-id -i /home/hadoop/.ssh/id_rsa.pub hadoop@hadoop-03
ssh-copy-id -i /home/hadoop/.ssh/id_rsa.pub hadoop@hadoop-04
ssh-copy-id -i /home/hadoop/.ssh/id_rsa.pub hadoop@hadoop-05

此使命令执行行会让你输入密码，密码可以用passwd hadoop设置下

集群节点配置

守护进程分布如下

节点	NameNode(DFS)	SecondaryNameNode(DFS)	DataNode(DFS)	NodeManager(YARN)	ResourceManager(YARN)
hadoop-01	-	-	*	*	-
hadoop-02	-	-	*	*	-
hadoop-03	-	-	*	*	*
hadoop-04	*	-	*	*	-
hadoop-05	-	*	*	*	-

配置NameNode

进入节点hadoop-04修改配置文件

docker exec -it hadoop-04 bash

修改core-site.xml

官方默认配置详解文件

vi /app/hadoop-3.3.6/etc/hadoop/core-site.xml

修改文件如下

<configuration>
        <property>
                <name>fs.defaultFS</name>
                <value>hdfs://hadoop-04</value>
                <description>NameNode URI</description>
        </property>
        <property>
                <name>hadoop.tmp.dir</name>
                <value>/opt/hadoop3/data</value>
                <description>hadoop数据目录</description>
        </property>
        <property>
                <name>hadoop.http.staticuser.user</name>
                <value>hadoop</value>
                <description>配置 HDFS 网页登录使用的静态用户为 root</description>
        </property>
</configuration>

修改hdfs-site.xml

官方默认配置详解文件

vi /app/hadoop-3.3.6/etc/hadoop/hdfs-site.xml

修改文件如下

<configuration>
        <property>
                <name>dfs.replication</name>
                <value>2</value>
                <description>数据块的副本个数</description>
        </property>
        <property>
                <name>dfs.blocksize</name>
                <value>268435456</value>
                <description>大型文件系统的HDFS数据块大小为256MB。</description>
        </property>
        <property>
                <name>dfs.namenode.handler.count</name>
                <value>100</value>
                <description>更多NameNode服务器线程来处理来自大量DataNodes的RPC。</description>
        </property>
        <property>
                <name>dfs.webhdfs.enabled</name>
                <value>true</value>
                <description>是否启用通过http协议访问hdfs文件，如果是，则集群安全信较差</description>
        </property>       
</configuration>

修改yarn-site.xml

官方默认配置详解文件

vi /app/hadoop-3.3.6/etc/hadoop/yarn-site.xml

修改文件如下

<configuration>
        <property>
                <name>yarn.resourcemanager.hostname</name>
                <value>hadoop-03</value>
                <description>resourcemanager主机名</description>
        </property>
</configuration>

修改mapred-site.xml

官方默认配置详解文件

vi /app/hadoop-3.3.6/etc/hadoop/mapred-site.xml

修改文件如下

<configuration>
        <property>
                <name>mapreduce.framework.name</name>
                <value>yarn</value>
                <description>执行框架设置为Hadoop YARN</description>
        </property>
</configuration>

通过pdsh同步操作其他节点

pdsh -w hadoop-01,hadoop-02,hadoop-03,hadoop-05 scp hadoop@hadoop-04:/app/hadoop-3.3.6/etc/hadoop/core-site.xml /app/hadoop-3.3.6/etc/hadoop/core-site.xml
pdsh -w hadoop-01,hadoop-02,hadoop-03,hadoop-05 scp hadoop@hadoop-04:/app/hadoop-3.3.6/etc/hadoop/hdfs-site.xml /app/hadoop-3.3.6/etc/hadoop/hdfs-site.xml
pdsh -w hadoop-01,hadoop-02,hadoop-03,hadoop-05 scp hadoop@hadoop-04:/app/hadoop-3.3.6/etc/hadoop/yarn-site.xml /app/hadoop-3.3.6/etc/hadoop/yarn-site.xml
pdsh -w hadoop-01,hadoop-02,hadoop-03,hadoop-05 scp hadoop@hadoop-04:/app/hadoop-3.3.6/etc/hadoop/mapred-site.xml /app/hadoop-3.3.6/etc/hadoop/mapred-site.xml

如下所示

[hadoop@hadoop-04 app]$ pdsh -w hadoop-01,hadoop-02,hadoop-03,hadoop-05 scp hadoop@hadoop-04:/app/hadoop-3.3.6/etc/hadoop/core-site.xml /app/hadoop-3.3.6/etc/hadoop/core-site.xml
[hadoop@hadoop-04 app]$ pdsh -w hadoop-01,hadoop-02,hadoop-03,hadoop-05 scp hadoop@hadoop-04:/app/hadoop-3.3.6/etc/hadoop/hdfs-site.xml /app/hadoop-3.3.6/etc/hadoop/hdfs-site.xml
[hadoop@hadoop-04 app]$ pdsh -w hadoop-01,hadoop-02,hadoop-03,hadoop-05 scp hadoop@hadoop-04:/app/hadoop-3.3.6/etc/hadoop/yarn-site.xml /app/hadoop-3.3.6/etc/hadoop/yarn-site.xml
[hadoop@hadoop-04 app]$ pdsh -w hadoop-01,hadoop-02,hadoop-03,hadoop-05 scp hadoop@hadoop-04:/app/hadoop-3.3.6/etc/hadoop/mapred-site.xml /app/hadoop-3.3.6/etc/hadoop/mapred-site.xml

启动各个节点

执行启动命令节点

pdsh -w hadoop-01,hadoop-02,hadoop-03,hadoop-04,hadoop-05 rm -rf /opt/hadoop3/data/*
pdsh -w hadoop-04 hdfs namenode -format
pdsh -w hadoop-04 hdfs --daemon start namenode
pdsh -w hadoop-05 hdfs --daemon start secondarynamenode
pdsh -w hadoop-01,hadoop-02,hadoop-03,hadoop-04,hadoop-05 hdfs --daemon start datanode
pdsh -w hadoop-01,hadoop-02,hadoop-03,hadoop-04,hadoop-05 yarn --daemon start nodemanager
pdsh -w hadoop-03 yarn --daemon start resourcemanager
pdsh -w hadoop-03 mapred --daemon start historyserver
pdsh -w hadoop-01,hadoop-02,hadoop-03,hadoop-04,hadoop-05 jps|grep -v Jps|sort -r

如下如示

[hadoop@hadoop-04 opt]$ pdsh -w hadoop-01,hadoop-02,hadoop-03,hadoop-04,hadoop-05 jps|grep -v Jps|sort -r
hadoop-05: 8121 NodeManager
hadoop-05: 7998 DataNode
hadoop-05: 7879 SecondaryNameNode
hadoop-04: 34609 NodeManager
hadoop-04: 34323 DataNode
hadoop-04: 33998 NameNode
hadoop-03: 5624 JobHistoryServer
hadoop-03: 5155 ResourceManager
hadoop-03: 5018 NodeManager
hadoop-03: 4903 DataNode
hadoop-02: 4953 NodeManager
hadoop-02: 4838 DataNode
hadoop-01: 5003 NodeManager
hadoop-01: 4889 DataNode

第一次启动HDFS时，它必须被格式化。将新的分布式文件系统格式化为hdfs
pdsh -w hadoop-04 hdfs namenode -format

结果如下

[hadoop@hadoop-04 app]$ hdfs namenode -format
WARNING: /home/hadoop/logs does not exist. Creating.
2024-12-03 15:48:05,283 INFO namenode.NameNode: STARTUP_MSG: 
/************************************************************
STARTUP_MSG: Starting NameNode
STARTUP_MSG:   host = hadoop-04/172.15.0.5
STARTUP_MSG:   args = [-format]
STARTUP_MSG:   version = 3.3.6
STARTUP_MSG:   classpath = /app/hadoop-3.3.6/etc/hadoop:/app/hadoop-3.3.6/share/hadoop/common/lib/jersey-json-1.20.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/kerb-simplekdc-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/commons-compress-1.21.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/paranamer-2.3.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/commons-math3-3.1.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jetty-util-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jetty-http-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/curator-recipes-5.2.0.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/gson-2.9.0.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/protobuf-java-2.5.0.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-transport-native-unix-common-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-resolver-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/kerb-util-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-transport-classes-kqueue-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jetty-webapp-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-codec-memcache-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-transport-udt-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/kerby-pkix-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-codec-haproxy-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-transport-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/kerb-crypto-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/commons-text-1.10.0.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jetty-xml-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/commons-net-3.9.0.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/metrics-core-3.2.4.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/hadoop-auth-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/kerb-core-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jaxb-api-2.2.11.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/token-provider-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jsr305-3.0.2.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-common-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jsr311-api-1.1.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/kerb-identity-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-codec-socks-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jsch-0.1.55.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-codec-stomp-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-resolver-dns-classes-macos-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/curator-framework-5.2.0.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/hadoop-shaded-guava-1.1.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/checker-qual-2.5.2.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/slf4j-api-1.7.36.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/commons-collections-3.2.2.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jackson-databind-2.12.7.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jul-to-slf4j-1.7.36.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-transport-native-epoll-4.1.89.Final-linux-x86_64.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-buffer-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/snappy-java-1.1.8.2.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jetty-io-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-transport-native-kqueue-4.1.89.Final-osx-aarch_64.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/animal-sniffer-annotations-1.17.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-transport-sctp-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/re2j-1.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-transport-native-epoll-4.1.89.Final-linux-aarch_64.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/commons-io-2.8.0.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/woodstox-core-5.4.0.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/javax.servlet-api-3.1.0.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jakarta.activation-api-1.2.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/commons-lang3-3.12.0.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jackson-core-asl-1.9.13.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jetty-security-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/commons-daemon-1.0.13.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jettison-1.5.4.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/nimbus-jose-jwt-9.8.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-codec-smtp-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/httpclient-4.5.13.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-transport-rxtx-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-codec-dns-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/reload4j-1.2.22.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/slf4j-reload4j-1.7.36.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-resolver-dns-native-macos-4.1.89.Final-osx-x86_64.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/kerby-asn1-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-codec-xml-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/j2objc-annotations-1.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/dnsjava-2.1.7.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-handler-ssl-ocsp-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/httpcore-4.4.13.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jersey-core-1.19.4.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jackson-annotations-2.12.7.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/kerby-config-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jackson-mapper-asl-1.9.13.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/zookeeper-3.6.3.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jetty-servlet-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/avro-1.7.7.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/guava-27.0-jre.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-resolver-dns-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/kerb-admin-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/audience-annotations-0.5.0.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/failureaccess-1.0.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jersey-server-1.19.4.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jetty-server-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-transport-classes-epoll-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/commons-logging-1.1.3.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jsp-api-2.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-resolver-dns-native-macos-4.1.89.Final-osx-aarch_64.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/kerb-server-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/commons-codec-1.15.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jcip-annotations-1.0-1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-codec-mqtt-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-handler-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/stax2-api-4.2.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/kerb-common-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/kerby-util-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/commons-beanutils-1.9.4.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/curator-client-5.2.0.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-codec-http-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-all-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jetty-util-ajax-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-transport-native-kqueue-4.1.89.Final-osx-x86_64.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jersey-servlet-1.19.4.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jackson-core-2.12.7.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-codec-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/kerby-xdr-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/hadoop-annotations-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-codec-redis-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-codec-http2-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/hadoop-shaded-protobuf_3_7-1.1.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/listenablefuture-9999.0-empty-to-avoid-conflict-with-guava.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/zookeeper-jute-3.6.3.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/kerb-client-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/jaxb-impl-2.2.3-1.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/commons-configuration2-2.8.0.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/netty-handler-proxy-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/common/lib/commons-cli-1.2.jar:/app/hadoop-3.3.6/share/hadoop/common/hadoop-nfs-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/common/hadoop-common-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/common/hadoop-common-3.3.6-tests.jar:/app/hadoop-3.3.6/share/hadoop/common/hadoop-kms-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/common/hadoop-registry-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/hdfs:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jersey-json-1.20.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/kerb-simplekdc-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/commons-compress-1.21.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/paranamer-2.3.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/commons-math3-3.1.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jetty-util-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jetty-http-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/curator-recipes-5.2.0.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/gson-2.9.0.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/protobuf-java-2.5.0.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-transport-native-unix-common-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-resolver-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/kerb-util-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-transport-classes-kqueue-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jetty-webapp-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-codec-memcache-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-transport-udt-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/kerby-pkix-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-codec-haproxy-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-transport-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/kerb-crypto-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/commons-text-1.10.0.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/HikariCP-java7-2.4.12.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jetty-xml-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/commons-net-3.9.0.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/metrics-core-3.2.4.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/hadoop-auth-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/kerb-core-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jaxb-api-2.2.11.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/token-provider-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jsr305-3.0.2.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-common-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jsr311-api-1.1.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/kerb-identity-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-codec-socks-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jsch-0.1.55.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-codec-stomp-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-resolver-dns-classes-macos-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/curator-framework-5.2.0.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/hadoop-shaded-guava-1.1.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/checker-qual-2.5.2.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/commons-collections-3.2.2.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jackson-databind-2.12.7.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/kotlin-stdlib-common-1.4.10.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-transport-native-epoll-4.1.89.Final-linux-x86_64.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-buffer-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/snappy-java-1.1.8.2.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jetty-io-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-transport-native-kqueue-4.1.89.Final-osx-aarch_64.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/animal-sniffer-annotations-1.17.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-transport-sctp-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/re2j-1.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/kotlin-stdlib-1.4.10.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-transport-native-epoll-4.1.89.Final-linux-aarch_64.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/commons-io-2.8.0.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/woodstox-core-5.4.0.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/javax.servlet-api-3.1.0.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jakarta.activation-api-1.2.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/commons-lang3-3.12.0.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jackson-core-asl-1.9.13.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jetty-security-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/commons-daemon-1.0.13.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jettison-1.5.4.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/nimbus-jose-jwt-9.8.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-codec-smtp-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/httpclient-4.5.13.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-transport-rxtx-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-codec-dns-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/reload4j-1.2.22.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-resolver-dns-native-macos-4.1.89.Final-osx-x86_64.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/kerby-asn1-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-codec-xml-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/j2objc-annotations-1.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/dnsjava-2.1.7.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-handler-ssl-ocsp-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/httpcore-4.4.13.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jersey-core-1.19.4.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jackson-annotations-2.12.7.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/kerby-config-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jackson-mapper-asl-1.9.13.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/zookeeper-3.6.3.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/json-simple-1.1.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jetty-servlet-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/avro-1.7.7.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/guava-27.0-jre.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-resolver-dns-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/kerb-admin-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/audience-annotations-0.5.0.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/failureaccess-1.0.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/leveldbjni-all-1.8.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jersey-server-1.19.4.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/okhttp-4.9.3.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jetty-server-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-transport-classes-epoll-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/commons-logging-1.1.3.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-resolver-dns-native-macos-4.1.89.Final-osx-aarch_64.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/kerb-server-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/commons-codec-1.15.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jcip-annotations-1.0-1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-codec-mqtt-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-handler-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/stax2-api-4.2.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/kerb-common-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/kerby-util-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/commons-beanutils-1.9.4.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/curator-client-5.2.0.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-codec-http-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-all-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jetty-util-ajax-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-transport-native-kqueue-4.1.89.Final-osx-x86_64.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/okio-2.8.0.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jersey-servlet-1.19.4.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jackson-core-2.12.7.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-codec-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/kerby-xdr-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/hadoop-annotations-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-codec-redis-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-codec-http2-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-3.10.6.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/hadoop-shaded-protobuf_3_7-1.1.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/listenablefuture-9999.0-empty-to-avoid-conflict-with-guava.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/zookeeper-jute-3.6.3.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/kerb-client-1.0.1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/jaxb-impl-2.2.3-1.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/commons-configuration2-2.8.0.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/netty-handler-proxy-4.1.89.Final.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/lib/commons-cli-1.2.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/hadoop-hdfs-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/hadoop-hdfs-nfs-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/hadoop-hdfs-client-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/hadoop-hdfs-3.3.6-tests.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/hadoop-hdfs-client-3.3.6-tests.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/hadoop-hdfs-rbf-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/hadoop-hdfs-httpfs-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/hadoop-hdfs-native-client-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/hadoop-hdfs-native-client-3.3.6-tests.jar:/app/hadoop-3.3.6/share/hadoop/hdfs/hadoop-hdfs-rbf-3.3.6-tests.jar:/app/hadoop-3.3.6/share/hadoop/mapreduce/hadoop-mapreduce-client-jobclient-3.3.6-tests.jar:/app/hadoop-3.3.6/share/hadoop/mapreduce/hadoop-mapreduce-client-common-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/mapreduce/hadoop-mapreduce-client-core-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/mapreduce/hadoop-mapreduce-client-app-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/mapreduce/hadoop-mapreduce-client-uploader-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/mapreduce/hadoop-mapreduce-client-hs-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/mapreduce/hadoop-mapreduce-client-hs-plugins-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/mapreduce/hadoop-mapreduce-examples-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/mapreduce/hadoop-mapreduce-client-nativetask-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/mapreduce/hadoop-mapreduce-client-shuffle-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/mapreduce/hadoop-mapreduce-client-jobclient-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/yarn:/app/hadoop-3.3.6/share/hadoop/yarn/lib/geronimo-jcache_1.0_spec-1.0-alpha-1.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/guice-4.0.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/javax-websocket-client-impl-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/guice-servlet-4.0.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/websocket-server-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/objenesis-2.6.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/websocket-servlet-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/jna-5.2.0.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/websocket-client-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/jackson-jaxrs-json-provider-2.12.7.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/jline-3.9.0.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/jetty-plus-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/aopalliance-1.0.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/jackson-jaxrs-base-2.12.7.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/jersey-guice-1.19.4.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/jackson-module-jaxb-annotations-2.12.7.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/swagger-annotations-1.5.4.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/javax-websocket-server-impl-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/ehcache-3.3.1.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/jetty-jndi-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/javax.inject-1.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/fst-2.50.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/jetty-client-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/java-util-1.9.0.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/websocket-api-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/bcprov-jdk15on-1.68.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/bcpkix-jdk15on-1.68.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/javax.websocket-client-api-1.0.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/jakarta.xml.bind-api-2.3.2.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/javax.websocket-api-1.0.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/snakeyaml-2.0.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/jersey-client-1.19.4.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/asm-commons-9.4.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/asm-tree-9.4.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/websocket-common-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/json-io-2.5.1.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/mssql-jdbc-6.2.1.jre7.jar:/app/hadoop-3.3.6/share/hadoop/yarn/lib/jetty-annotations-9.4.51.v20230217.jar:/app/hadoop-3.3.6/share/hadoop/yarn/hadoop-yarn-api-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/yarn/hadoop-yarn-applications-mawo-core-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/yarn/hadoop-yarn-server-applicationhistoryservice-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/yarn/hadoop-yarn-server-resourcemanager-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/yarn/hadoop-yarn-common-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/yarn/hadoop-yarn-server-tests-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/yarn/hadoop-yarn-server-common-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/yarn/hadoop-yarn-server-nodemanager-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/yarn/hadoop-yarn-server-timeline-pluginstorage-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/yarn/hadoop-yarn-server-router-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/yarn/hadoop-yarn-applications-unmanaged-am-launcher-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/yarn/hadoop-yarn-server-sharedcachemanager-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/yarn/hadoop-yarn-services-api-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/yarn/hadoop-yarn-applications-distributedshell-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/yarn/hadoop-yarn-services-core-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/yarn/hadoop-yarn-server-web-proxy-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/yarn/hadoop-yarn-registry-3.3.6.jar:/app/hadoop-3.3.6/share/hadoop/yarn/hadoop-yarn-client-3.3.6.jar
STARTUP_MSG:   build = https://github.com/apache/hadoop.git -r 1be78238728da9266a4f88195058f08fd012bf9c; compiled by 'ubuntu' on 2023-06-18T08:22Z
STARTUP_MSG:   java = 1.8.0_412
************************************************************/
2024-12-03 15:48:05,302 INFO namenode.NameNode: registered UNIX signal handlers for [TERM, HUP, INT]
2024-12-03 15:48:05,434 INFO namenode.NameNode: createNameNode [-format]
2024-12-03 15:48:06,076 INFO common.Util: Assuming 'file' scheme for path /opt/namenode in configuration.
2024-12-03 15:48:06,080 INFO common.Util: Assuming 'file' scheme for path /opt/namenode in configuration.
2024-12-03 15:48:06,092 INFO namenode.NameNode: Formatting using clusterid: CID-12136033-50d3-4044-bfca-5735e98a6587
2024-12-03 15:48:06,166 INFO namenode.FSEditLog: Edit logging is async:true
2024-12-03 15:48:06,215 INFO namenode.FSNamesystem: KeyProvider: null
2024-12-03 15:48:06,218 INFO namenode.FSNamesystem: fsLock is fair: true
2024-12-03 15:48:06,219 INFO namenode.FSNamesystem: Detailed lock hold time metrics enabled: false
2024-12-03 15:48:06,227 INFO namenode.FSNamesystem: fsOwner                = hadoop (auth:SIMPLE)
2024-12-03 15:48:06,228 INFO namenode.FSNamesystem: supergroup             = supergroup
2024-12-03 15:48:06,228 INFO namenode.FSNamesystem: isPermissionEnabled    = true
2024-12-03 15:48:06,228 INFO namenode.FSNamesystem: isStoragePolicyEnabled = true
2024-12-03 15:48:06,229 INFO namenode.FSNamesystem: HA Enabled: false
2024-12-03 15:48:06,301 INFO common.Util: dfs.datanode.fileio.profiling.sampling.percentage set to 0. Disabling file IO profiling
2024-12-03 15:48:06,510 INFO blockmanagement.DatanodeManager: dfs.block.invalidate.limit : configured=1000, counted=60, effected=1000
2024-12-03 15:48:06,510 INFO blockmanagement.DatanodeManager: dfs.namenode.datanode.registration.ip-hostname-check=true
2024-12-03 15:48:06,516 INFO blockmanagement.BlockManager: dfs.namenode.startup.delay.block.deletion.sec is set to 000:00:00:00.000
2024-12-03 15:48:06,516 INFO blockmanagement.BlockManager: The block deletion will start around 2024 十二月 03 15:48:06
2024-12-03 15:48:06,519 INFO util.GSet: Computing capacity for map BlocksMap
2024-12-03 15:48:06,520 INFO util.GSet: VM type       = 64-bit
2024-12-03 15:48:06,522 INFO util.GSet: 2.0% max memory 1.7 GB = 35.3 MB
2024-12-03 15:48:06,522 INFO util.GSet: capacity      = 2^22 = 4194304 entries
2024-12-03 15:48:06,534 INFO blockmanagement.BlockManager: Storage policy satisfier is disabled
2024-12-03 15:48:06,534 INFO blockmanagement.BlockManager: dfs.block.access.token.enable = false
2024-12-03 15:48:06,544 INFO blockmanagement.BlockManagerSafeMode: dfs.namenode.safemode.threshold-pct = 0.999
2024-12-03 15:48:06,544 INFO blockmanagement.BlockManagerSafeMode: dfs.namenode.safemode.min.datanodes = 0
2024-12-03 15:48:06,544 INFO blockmanagement.BlockManagerSafeMode: dfs.namenode.safemode.extension = 30000
2024-12-03 15:48:06,545 INFO blockmanagement.BlockManager: defaultReplication         = 2
2024-12-03 15:48:06,546 INFO blockmanagement.BlockManager: maxReplication             = 512
2024-12-03 15:48:06,546 INFO blockmanagement.BlockManager: minReplication             = 1
2024-12-03 15:48:06,546 INFO blockmanagement.BlockManager: maxReplicationStreams      = 2
2024-12-03 15:48:06,546 INFO blockmanagement.BlockManager: redundancyRecheckInterval  = 3000ms
2024-12-03 15:48:06,546 INFO blockmanagement.BlockManager: encryptDataTransfer        = false
2024-12-03 15:48:06,546 INFO blockmanagement.BlockManager: maxNumBlocksToLog          = 1000
2024-12-03 15:48:06,608 INFO namenode.FSDirectory: GLOBAL serial map: bits=29 maxEntries=536870911
2024-12-03 15:48:06,608 INFO namenode.FSDirectory: USER serial map: bits=24 maxEntries=16777215
2024-12-03 15:48:06,608 INFO namenode.FSDirectory: GROUP serial map: bits=24 maxEntries=16777215
2024-12-03 15:48:06,608 INFO namenode.FSDirectory: XATTR serial map: bits=24 maxEntries=16777215
2024-12-03 15:48:06,714 INFO util.GSet: Computing capacity for map INodeMap
2024-12-03 15:48:06,714 INFO util.GSet: VM type       = 64-bit
2024-12-03 15:48:06,714 INFO util.GSet: 1.0% max memory 1.7 GB = 17.7 MB
2024-12-03 15:48:06,714 INFO util.GSet: capacity      = 2^21 = 2097152 entries
2024-12-03 15:48:06,716 INFO namenode.FSDirectory: ACLs enabled? true
2024-12-03 15:48:06,716 INFO namenode.FSDirectory: POSIX ACL inheritance enabled? true
2024-12-03 15:48:06,716 INFO namenode.FSDirectory: XAttrs enabled? true
2024-12-03 15:48:06,717 INFO namenode.NameNode: Caching file names occurring more than 10 times
2024-12-03 15:48:06,726 INFO snapshot.SnapshotManager: Loaded config captureOpenFiles: false, skipCaptureAccessTimeOnlyChange: false, snapshotDiffAllowSnapRootDescendant: true, maxSnapshotLimit: 65536
2024-12-03 15:48:06,731 INFO snapshot.SnapshotManager: SkipList is disabled
2024-12-03 15:48:06,741 INFO util.GSet: Computing capacity for map cachedBlocks
2024-12-03 15:48:06,741 INFO util.GSet: VM type       = 64-bit
2024-12-03 15:48:06,741 INFO util.GSet: 0.25% max memory 1.7 GB = 4.4 MB
2024-12-03 15:48:06,742 INFO util.GSet: capacity      = 2^19 = 524288 entries
2024-12-03 15:48:06,757 INFO metrics.TopMetrics: NNTop conf: dfs.namenode.top.window.num.buckets = 10
2024-12-03 15:48:06,757 INFO metrics.TopMetrics: NNTop conf: dfs.namenode.top.num.users = 10
2024-12-03 15:48:06,758 INFO metrics.TopMetrics: NNTop conf: dfs.namenode.top.windows.minutes = 1,5,25
2024-12-03 15:48:06,765 INFO namenode.FSNamesystem: Retry cache on namenode is enabled
2024-12-03 15:48:06,766 INFO namenode.FSNamesystem: Retry cache will use 0.03 of total heap and retry cache entry expiry time is 600000 millis
2024-12-03 15:48:06,770 INFO util.GSet: Computing capacity for map NameNodeRetryCache
2024-12-03 15:48:06,770 INFO util.GSet: VM type       = 64-bit
2024-12-03 15:48:06,771 INFO util.GSet: 0.029999999329447746% max memory 1.7 GB = 543.0 KB
2024-12-03 15:48:06,771 INFO util.GSet: capacity      = 2^16 = 65536 entries
2024-12-03 15:48:06,841 INFO namenode.FSImage: Allocated new BlockPoolId: BP-1439083257-172.15.0.5-1733212086829
2024-12-03 15:48:06,890 INFO common.Storage: Storage directory /opt/namenode has been successfully formatted.
2024-12-03 15:48:06,944 INFO namenode.FSImageFormatProtobuf: Saving image file /opt/namenode/current/fsimage.ckpt_0000000000000000000 using no compression
2024-12-03 15:48:07,147 INFO namenode.FSImageFormatProtobuf: Image file /opt/namenode/current/fsimage.ckpt_0000000000000000000 of size 401 bytes saved in 0 seconds .
2024-12-03 15:48:07,203 INFO namenode.NNStorageRetentionManager: Going to retain 1 images with txid >= 0
2024-12-03 15:48:07,259 INFO namenode.FSNamesystem: Stopping services started for active state
2024-12-03 15:48:07,259 INFO namenode.FSNamesystem: Stopping services started for standby state
2024-12-03 15:48:07,269 INFO namenode.FSImage: FSImageSaver clean checkpoint: txid=0 when meet shutdown.
2024-12-03 15:48:07,270 INFO namenode.NameNode: SHUTDOWN_MSG: 
/************************************************************
SHUTDOWN_MSG: Shutting down NameNode at hadoop-04/172.15.0.5
************************************************************/

验证安装

NameNode Web Ui

打开WebUi http://localhost:9870 如下
在这里插入图片描述

打开WebUi http://localhost:9870 , 点击Datanode 如下
在这里插入图片描述

ResourceManager Web Ui

打开WebUi http://localhost:8088 , 如下
在这里插入图片描述

MapReduce JobHistory Server Web Ui

打开WebUi http://localhost:19888 , 如下
在这里插入图片描述

Hadoop 简单使用

创建目录并查看

hadoop fs -mkdir -p /dirA/dirB
hadoop fs -ls -R /dirA

如下

[hadoop@hadoop-04 app]$ hadoop fs -mkdir -p /dirA/dirB
[hadoop@hadoop-04 app]$ hadoop fs -ls -R /dirA
drwxr-xr-x   - hadoop supergroup          0 2024-12-06 17:00 /dirA/dirB

上传文件

echo "test" > ~/test.txt
hadoop fs -put -f ~/test.txt /dirA/test.txt
hadoop fs -ls -R /dirA

如下

[hadoop@hadoop-04 ~]$ echo "test" > ~/test.txt
[hadoop@hadoop-04 ~]$ hadoop fs -put -f ~/test.txt /dirA/test.txt
[hadoop@hadoop-04 ~]$ hadoop fs -ls -R /dirA
drwxr-xr-x   - hadoop supergroup          0 2024-12-06 17:00 /dirA/dirB
-rw-r--r--   2 hadoop supergroup          5 2024-12-06 17:13 /dirA/test.txt

下载文件

echo "test" > ~/test.txt
hadoop fs -put -f ~/test.txt /dirA/test.txt
hadoop fs -ls -R /dirA

如下

[hadoop@hadoop-04 ~]$ echo "test" > ~/test.txt
[hadoop@hadoop-04 ~]$ hadoop fs -put -f ~/test.txt /dirA/test.txt
[hadoop@hadoop-04 ~]$ hadoop fs -ls -R /dirA
drwxr-xr-x   - hadoop supergroup          0 2024-12-06 17:00 /dirA/dirB
-rw-r--r--   2 hadoop supergroup          5 2024-12-06 17:13 /dirA/test.txt