docker-compose部署hbase集群 —— 筑梦之路_docker hbase集群

作者：代码创作者 | 2024-01-25 09:46:34

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docker hbase集群

1. 简单介绍

HBase 是一个开源的 NoSQL 列式分布式数据库，它主要基于 Hadoop 分布式文件系统（HDFS）运行。HBase 最初是由 Facebook 公司贡献，其基于 Google的 Bigtable 模型开发，在强大的水平扩展性和高可用性的基础上，提供了可以扩展垂直规模的存储。

HBase 主要特点如下：

列式存储：HBase 采用列式存储的方式来存储数据，它使用 HDFS 作为底层文件系统，并把数据存放到 HDFS 中的多个 Region 中，每个 Region 能够存储多行数据。这种存储方式使得 HBase 可以支持非常大的数据量，并且具有更好的写性能。

分布式架构：HBase 是一个分布式的系统，它支持将数据分散存放在多台机器上，通过水平扩展的方式来增加存储和计算能力，从而满足大规模数据存储和处理的需求。同时，它还能通过 RegionServer 进程的崩溃自动迁移 Region，实现高可用性。

高可靠性：HBase 在存储数据时，会使用多个 RegionServer 来持久化数据，这样一来，即使某个 RegionServer 崩溃或者出现故障，不会导致所有数据都丢失或无法访问，从而保证了系统的高可靠性。

线性可扩展性：HBase 具有非常强的线性可扩展性，可以通过添加新节点来扩展存储和计算能力，从而满足大规模数据存储和处理的需求。

总而言之，HBase 是一个非常适合处理非结构化、海量数据的 NoSQL 数据库，它具有高可用性、高可靠性、高性能等优点，能够为各类大规模数据存储和处理场景提供解决方案。

参考资料：

列式存储的分布式数据库——HBase（环境部署）

列式存储的分布式数据库——HBase Shell与SQL实战操作（HBase Master高可用实现）

【云原生】HBase on k8s 编排部署讲解与实战操作

2. docker创建网络


docker network create hadoop-network
 
# 查看
docker network ls

3. 下载二进制文件

wget https://dlcdn.apache.org/hbase/2.5.4/hbase-2.5.4-bin.tar.gz --no-check-certificate

4. 准备配置文件


cat > conf/hbase-env.sh << EOF
export JAVA_HOME=/opt/apache/jdk
export HBASE_CLASSPATH=/opt/apache/hbase/conf
export HBASE_MANAGES_ZK=false
EOF
 
cat > conf/hbase-site.xml << EOF
<configuration>
    <property>
        <name>hbase.rootdir</name>
        <value>hdfs://hadoop-hdfs-nn:9000/hbase</value>
        <!-- hdfs://ns1/hbase 对应hdfs-site.xml的dfs.nameservices属性值 -->
    </property>
    <property>
        <name>hbase.cluster.distributed</name>
        <value>true</value>
    </property>
    <property>
        <name>hbase.zookeeper.quorum</name>
        <value>zookeeper-node1,zookeeper-node2,zookeeper-node3</value>
    </property>
    <property>
        <name>hbase.zookeeper.property.clientPort</name>
        <value>2181</value>
    </property>
    <property>
        <name>hbase.master</name>
        <value>60000</value>
        <description>单机版需要配主机名/IP和端口，HA方式只需要配端口</description>
    </property>
    <property>
        <name>hbase.master.info.bindAddress</name>
        <value>0.0.0.0</value>
    </property>
    <property>
        <name>hbase.master.port</name>
        <value>16000</value>
    </property>
    <property>
        <name>hbase.master.info.port</name>
        <value>16010</value>
    </property>
    <property>
        <name>hbase.regionserver.port</name>
        <value>16020</value>
    </property>
    <property>
        <name>hbase.regionserver.info.port</name>
        <value>16030</value>
    </property>
    <property>
        <name>hbase.wal.provider</name>
        <value>filesystem</value> <!--也可以用multiwal-->
    </property>
</configuration>
EOF


cat > conf/backup-masters << EOF
hbase-master-2
EOF


cat > conf/regionservers << EOF
hbase-regionserver-1
hbase-regionserver-2
hbase-regionserver-3
EOF


cat > conf/hadoop/core-site.xml << EOF
<?xml version="1.0" encoding="UTF-8"?>
<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
<!--
  Licensed under the Apache License, Version 2.0 (the "License");
  you may not use this file except in compliance with the License.
  You may obtain a copy of the License at
    http://www.apache.org/licenses/LICENSE-2.0
  Unless required by applicable law or agreed to in writing, software
  distributed under the License is distributed on an "AS IS" BASIS,
  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  See the License for the specific language governing permissions and
  limitations under the License. See accompanying LICENSE file.
-->
<!-- Put site-specific property overrides in this file. -->
<configuration>
        <!--配置namenode的地址 -->
        <property>
                <name>fs.defaultFS</name>
                <value>hdfs://hadoop-hdfs-nn:9000</value>
        </property>
        <!-- 文件的缓冲区大小(128KB),默认值是4KB -->
        <property>
                <name>io.file.buffer.size</name>
                <value>131072</value>
        </property>
        <!-- 文件系统垃圾桶保存时间 -->
        <property>
                <name>fs.trash.interval</name>
                <value>1440</value>
        </property>
        <!-- 配置hadoop临时目录，存储元数据用的，请确保该目录(/opt/apache/hadoop/data/hdfs/)已被手动创建，tmp目录会自动创建 -->
        <property>
                <name>hadoop.tmp.dir</name>
                <value>/opt/apache/hadoop/data/hdfs/tmp</value>
        </property>
        <!--配置HDFS网页登录使用的静态用户为root-->
        <property>
                <name>hadoop.http.staticuser.user</name>
                <value>root</value>
        </property>
        <!--配置root(超级用户)允许通过代理访问的主机节点-->
        <property>
                <name>hadoop.proxyuser.root.hosts</name>
                <value>*</value>
        </property>
        <!--配置root(超级用户)允许通过代理用户所属组-->
        <property>
                <name>hadoop.proxyuser.root.groups</name>
                <value>*</value>
        </property>
        <!--配置root(超级用户)允许通过代理的用户-->
        <property>
                <name>hadoop.proxyuser.root.user</name>
                <value>*</value>
        </property>
        <!--配置hive允许通过代理访问的主机节点-->
        <property>
                <name>hadoop.proxyuser.hive.hosts</name>
                <value>*</value>
        </property>
        <!--配置hive允许通过代理用户所属组-->
        <property>
                <name>hadoop.proxyuser.hive.groups</name>
                <value>*</value>
        </property>
        <!--配置hive允许通过代理访问的主机节点-->
        <property>
                <name>hadoop.proxyuser.hadoop.hosts</name>
                <value>*</value>
        </property>
        <!--配置hive允许通过代理用户所属组-->
        <property>
                <name>hadoop.proxyuser.hadoop.groups</name>
                <value>*</value>
        </property>
</configuration>
EOF


cat > conf/hadoop/hdfs-site.xml << EOF
<?xml version="1.0" encoding="UTF-8"?>
<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
<!--
  Licensed under the Apache License, Version 2.0 (the "License");
  you may not use this file except in compliance with the License.
  You may obtain a copy of the License at
    http://www.apache.org/licenses/LICENSE-2.0
  Unless required by applicable law or agreed to in writing, software
  distributed under the License is distributed on an "AS IS" BASIS,
  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  See the License for the specific language governing permissions and
  limitations under the License. See accompanying LICENSE file.
-->
<!-- Put site-specific property overrides in this file. -->
<configuration>
        <!-- namenode web访问配置 -->
        <property>
                <name>dfs.namenode.http-address</name>
                <value>0.0.0.0:9870</value>
        </property>
        <!-- 必须将dfs.webhdfs.enabled属性设置为true，否则就不能使用webhdfs的LISTSTATUS、LISTFILESTATUS等需要列出文件、文件夹状态的命令，因为这些信息都是由namenode来保存的。 -->
        <property>
                <name>dfs.webhdfs.enabled</name>
                <value>true</value>
        </property>
        <property>
                <name>dfs.namenode.name.dir</name>
                <value>/opt/apache/hadoop/data/hdfs/namenode</value>
        </property>
        <property>
                <name>dfs.datanode.data.dir</name>
                <value>/opt/apache/hadoop/data/hdfs/datanode/data1,/opt/apache/hadoop/data/hdfs/datanode/data2,/opt/apache/hadoop/data/hdfs/datanode/data3</value>
        </property>
        <property>
                <name>dfs.replication</name>
                <value>3</value>
        </property>
        <!-- 设置SNN进程运行机器位置信息 -->
        <property>
                <name>dfs.namenode.secondary.http-address</name>
                <value>hadoop-hdfs-nn2:9868</value>
        </property>
        <property>
                <name>dfs.namenode.datanode.registration.ip-hostname-check</name>
                <value>false</value>
        </property>
        <!-- 白名单 -->
        <property>
                <name>dfs.hosts</name>
                <value>/opt/apache/hadoop/etc/hadoop/dfs.hosts</value>
        </property>
        <!-- 黑名单 -->
        <property>
                <name>dfs.hosts.exclude</name>
                <value>/opt/apache/hadoop/etc/hadoop/dfs.hosts.exclude</value>
        </property>
</configuration>
EOF


cat > bootstrap.sh << EOF
#!/usr/bin/env sh
wait_for() {
        echo Waiting for $1 to listen on $2...
        while ! nc -z $1 $2; do echo waiting...; sleep 1s; done
}
start_hbase_master() {
        if [ -n "$1" -a -n "$2" ];then
                wait_for $1 $2
        fi
        ${HBASE_HOME}/bin/hbase-daemon.sh start master
        tail -f ${HBASE_HOME}/logs/*master*.out
}
start_hbase_regionserver() {
        wait_for $1 $2
        ${HBASE_HOME}/bin/hbase-daemon.sh start regionserver
        tail -f ${HBASE_HOME}/logs/*regionserver*.log
}
case $1 in
        hbase-master)
                start_hbase_master $2 $3
                ;;
        hbase-regionserver)
                start_hbase_regionserver $2 $3
                ;;
        *)
                echo "请输入正确的服务启动命令~"
        ;;
esac
EOF

5. 构建Dockerfile


FROM centos:7.9
 
RUN rm -f /etc/localtime && ln -sv /usr/share/zoneinfo/Asia/Shanghai /etc/localtime && echo "Asia/Shanghai" > /etc/timezone
 
RUN export LANG=zh_CN.UTF-8
 
# 创建用户和用户组，跟yaml编排里的user: 10000:10000
RUN groupadd --system --gid=10000 hadoop && useradd --system --home-dir /home/hadoop --uid=10000 --gid=hadoop hadoop -m
 
# 安装sudo
RUN yum -y install sudo net-tools telnet wget nc less tree; chmod 640 /etc/sudoers
 
# 给hadoop添加sudo权限
RUN echo "hadoop ALL=(ALL) NOPASSWD: ALL" >> /etc/sudoers
 
RUN mkdir /opt/apache/
 
# 添加配置 JDK
ADD jdk-8u212-linux-x64.tar.gz /opt/apache/
ENV JAVA_HOME /opt/apache/jdk
ENV PATH $JAVA_HOME/bin:$PATH
RUN ln -s /opt/apache/jdk1.8.0_212 $JAVA_HOME
 
# HBase
ENV HBASE_VERSION 2.5.4
ADD hbase-${HBASE_VERSION}-bin.tar.gz /opt/apache/
ENV HBASE_HOME /opt/apache/hbase
ENV PATH $HBASE_HOME/bin:$PATH
RUN ln -s /opt/apache/hbase-${HBASE_VERSION} $HBASE_HOME
 
# copy bootstrap.sh
COPY bootstrap.sh /opt/apache/
RUN chmod +x /opt/apache/bootstrap.sh
 
RUN chown -R hadoop:hadoop /opt/apache
 
WORKDIR $HBASE_HOME


docker build -t hbase:2.5.4 . --no-cache
 
### 参数解释
# -t：指定镜像名称
# . ：当前目录Dockerfile
# -f：指定Dockerfile路径
#  --no-cache：不缓存

6. docker-compose.yml


version: '3'
services:
  hbase-master-1:
    image: hbase:2.5.4
    user: "hadoop:hadoop"
    container_name: hbase-master-1
    hostname: hbase-master-1
    restart: always
    privileged: true
    env_file:
      - .env
    volumes:
      - ./conf/hbase-env.sh:${HBASE_HOME}/conf/hbase-env.sh
      - ./conf/hbase-site.xml:${HBASE_HOME}/conf/hbase-site.xml
      - ./conf/backup-masters:${HBASE_HOME}/conf/backup-masters
      - ./conf/regionservers:${HBASE_HOME}/conf/regionservers
      - ./conf/hadoop/core-site.xml:${HBASE_HOME}/conf/core-site.xml
      - ./conf/hadoop/hdfs-site.xml:${HBASE_HOME}/conf/hdfs-site.xml
    ports:
      - "36010:${HBASE_MASTER_PORT}"
    command: ["sh","-c","/opt/apache/bootstrap.sh hbase-master"]
    networks:
      - hadoop-network
    healthcheck:
      test: ["CMD-SHELL", "netstat -tnlp|grep :${HBASE_MASTER_PORT} || exit 1"]
      interval: 10s
      timeout: 20s
      retries: 3
  hbase-master-2:
    image: hbase:2.5.4
    user: "hadoop:hadoop"
    container_name: hbase-master-2
    hostname: hbase-master-2
    restart: always
    privileged: true
    env_file:
      - .env
    volumes:
      - ./conf/hbase-env.sh:${HBASE_HOME}/conf/hbase-env.sh
      - ./conf/hbase-site.xml:${HBASE_HOME}/conf/hbase-site.xml
      - ./conf/backup-masters:${HBASE_HOME}/conf/backup-masters
      - ./conf/regionservers:${HBASE_HOME}/conf/regionservers
      - ./conf/hadoop/core-site.xml:${HBASE_HOME}/conf/core-site.xml
      - ./conf/hadoop/hdfs-site.xml:${HBASE_HOME}/conf/hdfs-site.xml
    ports:
      - "36011:${HBASE_MASTER_PORT}"
    command: ["sh","-c","/opt/apache/bootstrap.sh hbase-master hbase-master-1 ${HBASE_MASTER_PORT}"]
    networks:
      - hadoop-network
    healthcheck:
      test: ["CMD-SHELL", "netstat -tnlp|grep :${HBASE_MASTER_PORT} || exit 1"]
      interval: 10s
      timeout: 20s
      retries: 3
  hbase-regionserver-1:
    image: hbase:2.5.4
    user: "hadoop:hadoop"
    container_name: hbase-regionserver-1
    hostname: hbase-regionserver-1
    restart: always
    privileged: true
    env_file:
      - .env
    volumes:
      - ./conf/hbase-env.sh:${HBASE_HOME}/conf/hbase-env.sh
      - ./conf/hbase-site.xml:${HBASE_HOME}/conf/hbase-site.xml
      - ./conf/backup-masters:${HBASE_HOME}/conf/backup-masters
      - ./conf/regionservers:${HBASE_HOME}/conf/regionservers
      - ./conf/hadoop/core-site.xml:${HBASE_HOME}/conf/core-site.xml
      - ./conf/hadoop/hdfs-site.xml:${HBASE_HOME}/conf/hdfs-site.xml
    ports:
      - "36030:${HBASE_REGIONSERVER_PORT}"
    command: ["sh","-c","/opt/apache/bootstrap.sh hbase-regionserver hbase-master-1 ${HBASE_MASTER_PORT}"]
    networks:
      - hadoop-network
    healthcheck:
      test: ["CMD-SHELL", "netstat -tnlp|grep :${HBASE_REGIONSERVER_PORT} || exit 1"]
      interval: 10s
      timeout: 10s
      retries: 3
  hbase-regionserver-2:
    image: hbase:2.5.4
    user: "hadoop:hadoop"
    container_name: hbase-regionserver-2
    hostname: hbase-regionserver-2
    restart: always
    privileged: true
    env_file:
      - .env
    volumes:
      - ./conf/hbase-env.sh:${HBASE_HOME}/conf/hbase-env.sh
      - ./conf/hbase-site.xml:${HBASE_HOME}/conf/hbase-site.xml
      - ./conf/backup-masters:${HBASE_HOME}/conf/backup-masters
      - ./conf/regionservers:${HBASE_HOME}/conf/regionservers
      - ./conf/hadoop/core-site.xml:${HBASE_HOME}/conf/core-site.xml
      - ./conf/hadoop/hdfs-site.xml:${HBASE_HOME}/conf/hdfs-site.xml
    ports:
      - "36031:${HBASE_REGIONSERVER_PORT}"
    command: ["sh","-c","/opt/apache/bootstrap.sh hbase-regionserver hbase-master-1 ${HBASE_MASTER_PORT}"]
    networks:
      - hadoop-network
    healthcheck:
      test: ["CMD-SHELL", "netstat -tnlp|grep :${HBASE_REGIONSERVER_PORT} || exit 1"]
      interval: 10s
      timeout: 10s
      retries: 3
  hbase-regionserver-3:
    image: hbase:2.5.4
    user: "hadoop:hadoop"
    container_name: hbase-regionserver-3
    hostname: hbase-regionserver-3
    restart: always
    privileged: true
    env_file:
      - .env
    volumes:
      - ./conf/hbase-env.sh:${HBASE_HOME}/conf/hbase-env.sh
      - ./conf/hbase-site.xml:${HBASE_HOME}/conf/hbase-site.xml
      - ./conf/backup-masters:${HBASE_HOME}/conf/backup-masters
      - ./conf/regionservers:${HBASE_HOME}/conf/regionservers
      - ./conf/hadoop/core-site.xml:${HBASE_HOME}/conf/core-site.xml
      - ./conf/hadoop/hdfs-site.xml:${HBASE_HOME}/conf/hdfs-site.xml
    ports:
      - "36032:${HBASE_REGIONSERVER_PORT}"
    command: ["sh","-c","/opt/apache/bootstrap.sh hbase-regionserver hbase-master-1 ${HBASE_MASTER_PORT}"]
    networks:
      - hadoop-network
    healthcheck:
      test: ["CMD-SHELL", "netstat -tnlp|grep :${HBASE_REGIONSERVER_PORT} || exit 1"]
      interval: 10s
      timeout: 10s
      retries: 3
 
# 连接外部网络
networks:
  hadoop-network:
    external: true

7. 访问检查验证

访问web：http://ip:36010/


docker exec -it hbase-master-1 bash
 
hbase shell
 
### 查看状态
status
 
### 简单的建表
create 'user', 'info', 'data'
# user是表名
# info是列族1的名字
# data 是列族2的名字
 
### 查看表信息
desc 'user'

8. 常用命令


# 连接shell
 
hbase shell
 
# 创建表
 
create 'table_name', 'column_family1', 'column_family2', ...
 
# 查看已有表
 
list
 
# 查看表结构
 
describe 'table_name'
 
# 插入数据
 
put 'table_name', 'row_key', 'column_family:column', 'value'
 
# 获取数据
 
get 'table_name', 'row_key'
 
# 扫描表数据
 
scan 'table_name'
 
# 删除数据
 
delete 'table_name', 'row_key', 'column_family:column', 'timestamp'
 
# 禁用表
 
disable 'table_name'
 
# 启用表
 
enable 'table_name'
 
# 删除表
 
disable 'table_name'
drop 'table_name'
 
# 修改表
 
alter 'table_name', {NAME => 'column_family', VERSIONS => 'new_version'}

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