1、配置host (三台)
[root@master03 ~]# cat >>/etc/hosts<<EOF
192.168.206.5 node1
192.168.206.6 node2
192.168.206.7 node3
EOF
2、安装openjdk
安装此处略过
[root@master01 ~]# which java
/bin/java
[root@master01 ~]#
[root@master01 ~]# ll /bin/java
lrwxrwxrwx 1 root root 23 7月 18 09:40 /bin/java -> /data/java/jre/bin/java
[root@master01 ~]#
[root@master01 ~]# java -version
java version "1.8.0_181"
Java(TM) SE Runtime Environment (build 1.8.0_181-b13)
Java HotSpot(TM) 64-Bit Server VM (build 25.181-b13, mixed mode)
3、Zookeeper集群
(node1操作)
下载 apache-zookeeper-3.6.4-bin
cd /opt/src
sz apache-zookeeper-3.6.4-bin.tar.gz
tar -zxvf apache-zookeeper-3.6.4-bin.tar.gz
mv apache-zookeeper-3.6.4-bin /opt/
ln -s apache-zookeeper-3.6.4-bin/ zookeeper
cd /opt/zookeeper/conf
cp -r zoo_sample.cfg zoo.cfg
vi zoo.cfg
dataDir=/opt/zookeeper/var/data
dataLogDir=/opt/zookeeper/var/datalog
clientPort=2181
server.1=node1:2888:3888
server.2=node2:2888:3888
server.3=node3:2888:3888
grep -v "^#\|^$" zoo.cfg
tickTime=2000
initLimit=10
syncLimit=5
dataDir=/opt/zookeeper/var/data
dataLogDir=/opt/zookeeper/var/datalog
clientPort=2181
server.1=node1:2888:3888
server.2=node2:2888:3888
server.3=node3:2888:3888
scp -r apache-zookeeper-3.6.4-bin/ node2:/opt/
scp -r apache-zookeeper-3.6.4-bin/ node3:/opt/
(node2 node3 操作)
cd /opt/src
ln -s apache-zookeeper-3.6.4-bin/ zookeeper
(node1 node2 node3 操作)?
启动
cd /opt/zookeeper/bin
./zkServer.sh start
查看状态
cd /opt/zookeeper/bin
./zkServer.sh status
4、配置免密
DolphinScheduler 集群默认的启动脚本是 start-all.sh,看名字就是启动一个节点,所有的节点都会启动,他是通过 ssh 启动其他节点,故需要配置免密
(node1 node2 node3 )
[root@ jerry7-11 ~]# ssh-keygen -t rsa //默认指定算法的是rsa,可以没有-t rsa
Generating public/private rsa key pair.
Enter file in which to save the key (/root/.ssh/id_rsa):
//保存私钥的路径默认/root/.ssh/id_rsa,可以指定生成地址
Created directory '/root/.ssh'.
Enter passphrase (empty for no passphrase): //密码
Enter same passphrase again:
Your identification has been saved in /root/.ssh/id_rsa. 生成私钥
Your public key has been saved in /root/.ssh/id_rsa.pub. 生成公钥
The key fingerprint is:
SHA256:PXTg9KW4P582PWJMEwUstPfyXk6NWdrB518yCORbisc root@hdss7-11
The key's randomart image is:
+---[RSA 2048]----+
| +...o |
| o =.+ . |
| =.=.. |
| = o..o |
| S * ...+o|
| o B +oB+|
| . E * BoB|
| . *+B=|
| ..+o+|
+----[SHA256]-----+
[root@master01 ~]# ssh-copy-id -i /root/.ssh/id_rsa.pub -p22 root@192.168.206.5
[root@master01 ~]# ssh-copy-id -i /root/.ssh/id_rsa.pub -p22 root@192.168.206.6
[root@master01 ~]# ssh-copy-id -i /root/.ssh/id_rsa.pub -p22 root@192.168.206.7
[root@master01 ~]# ssh-copy-id -i /root/.ssh/id_rsa.pub -p22 root@node1
[root@master01 ~]# ssh-copy-id -i /root/.ssh/id_rsa.pub -p22 root@node2
[root@master01 ~]# ssh-copy-id -i /root/.ssh/id_rsa.pub -p22 root@node3
5、部署mysql
此处略,借鉴?Linux(CentOS 7)下安装 MySQL 8.0.31_centos 使用yum安装mysql8.0.31-CSDN博客
6、下载DolphinScheduler
(node1 操作)
此处略,去官网下载 apache-dolphinscheduler-2.0.0-alpha-bin.tar.gz
cd /opt/src
rz apache-dolphinscheduler-2.0.0-alpha-bin.tar.gz
tar -zxf apache-dolphinscheduler-2.0.0-alpha-bin.tar.gz
7、下载mysql-connector-java.jar驱动
去官网?MySQL :: MySQL Downloads,点击下方的Mysql?Community?Downloads。
然后单击选择 Connector/J选项:
点击?Archives
选择数据库版本,随后点击 Platform Independent?选项
?
下载等待压缩包下载完毕即可:
cd /opt/src
rz mysql-connector-j-8.0.31.zip
unzip mysql-connector-j-8.0.31.zip
cd /opt/src/mysql-connector-j-8.0.31
mv mysql-connector-j-8.0.31.jar mysql-connector-java-8.0.31.jar
(node1 操作)
1、创建数据库
在安装mysql的节点创建Dolphin的元数据库
mysql> CREATE DATABASE dolphinscheduler DEFAULT CHARACTER SET utf8 DEFAULT COLLATE utf8_general_ci; -- 创建数据库并指定编码格式
开启权限
create USER 'dolphinscheduler'@'%' IDENTIFIED WITH mysql_native_password BY '123456';
grant all on dolphinscheduler.* to 'dolphinscheduler'@'%';
flush privileges;
注意事项:要用root账户操作
低版本
-- 赋权
mysql> GRANT ALL PRIVILEGES ON dolphinscheduler.* TO '用户名'@'%' IDENTIFIED BY '密码';
-- 如果提示'Your password does not satisfy the current policy requirements'就说明这个密码不符当前的密码策略,可以执行如下命令
mysql> set global validate_password_policy=LOW; -- 验证密码等级强度
mysql> set global validate_password_length=6; -- 设置密码长度
mysql> flush privileges; -- 刷新权限
cp /opt/src/mysql-connector-j-8.0.31/mysql-connector-java-8.0.31.jar /opt/src/apache-dolphinscheduler-2.0.0-alpha-bin/lib/
修改conf
目录下的datasource.properties
配置文件]
vi datasource.properties
#修改内容如下
# datasource configuration
#spring.datasource.driver-class-name=org.postgresql.Driver
#spring.datasource.url=jdbc:postgresql://127.0.0.1:5432/dolphinscheduler
#spring.datasource.username=root
#spring.datasource.password=root
# mysql 因为这里使用的mysql作为元数据库,所以要将上面postgresql的配置注释掉
spring.datasource.driver-class-name=com.mysql.jdbc.Driver
spring.datasource.url=jdbc:mysql://192.168.206.5:3306/dolphinscheduler?characterEncoding=UTF-8&allowMultiQueries=true
spring.datasource.username=dolphinscheduler
spring.datasource.password=123456
#保存退出即可
执行脚本初始化元数据
dolphin已经为我们准备了初始化元数据库的脚本,执行script
目录下的create-dolphinscheduler.sh
脚本即可
./create-dolphinscheduler.sh
# 如果在部署完所有的步骤后,访问DolphinScheduler界面创建项目时,发现提示元数据库缺少字段,可以不通过create-dolphinscheduler.sh这个脚本初始化元数据库,可以将/opt/apps/apache-dolphinscheduler-2.0.0-alpha-bin/sql这个目录下的dolphinscheduler_mysql.sql这个文件在mysql中直接执行用来创建元数据表,在mysql中执行命令:source //opt/apps/apache-dolphinscheduler-2.0.0-alpha-bin/dolphinscheduler_mysql.sql
执行完成后移可以去我们已经在mysql建立的dolphinscheduler库中查看一下
mysql> show tables;
+----------------------------------------+
| Tables_in_dolphinscheduler |
+----------------------------------------+
| QRTZ_BLOB_TRIGGERS |
| QRTZ_CALENDARS |
| QRTZ_CRON_TRIGGERS |
| QRTZ_FIRED_TRIGGERS |
| QRTZ_JOB_DETAILS |
| QRTZ_LOCKS |
| QRTZ_PAUSED_TRIGGER_GRPS |
| QRTZ_SCHEDULER_STATE |
| QRTZ_SIMPLE_TRIGGERS |
| QRTZ_SIMPROP_TRIGGERS |
| QRTZ_TRIGGERS |
| t_ds_access_token |
| t_ds_alert |
| t_ds_alert_plugin_instance |
| t_ds_alertgroup |
| t_ds_command |
| t_ds_datasource |
| t_ds_environment |
| t_ds_environment_worker_group_relation |
| t_ds_error_command |
| t_ds_master_server |
| t_ds_plugin_define |
| t_ds_process_definition |
-- 这里就不全部展示了
这里用到什么组件就修改什么就可了,没有使用到的组件可直接注释掉,修改/conf/env
目录下的dolphinscheduler_env.sh
配置文件
export HADOOP_HOME=/opt/apps/hadoop
export HADOOP_CONF_DIR=/opt/apps/hadoop/etc/hadoop
export SPARK_HOME1=/opt/apps/spark1
export SPARK_HOME2=/opt/apps/spark2
export PYTHON_HOME=/opt/apps/python
export JAVA_HOME=/data/java
export HIVE_HOME=/opt/apps/hive
export FLINK_HOME=/opt/apps/flink
export DATAX_HOME=/opt/apps/datax
export PATH=$HADOOP_HOME/bin:$SPARK_HOME1/bin:$SPARK_HOME2/bin:$PYTHON_HOME/bin:$JAVA_HOME/bin:$HIVE_HOME/bin:$FLINK_HOME/bin:$DATAX_HOME/bin:$PATH
修改/conf/config
目录下的install_config.conf
配置文件,案例如下
vi ./install_config.conf
# 文件内容如下
#
# Licensed to the Apache Software Foundation (ASF) under one or more
# contributor license agreements. See the NOTICE file distributed with
# this work for additional information regarding copyright ownership.
# The ASF licenses this file to You 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.
#
# ---------------------------------------------------------
# INSTALL MACHINE
# ---------------------------------------------------------
# Dolphin服务所要部署的节点,ips后面可加主机名或者直接加ip地址
ips="lx01,lx02,lx03"
# ssh端口号,一般默认为22,不用修改
sshPort="22"
# master服务所在节点
masters="lx01,lx02"
# worker服务所在节点,并指定所属worker组,这里指定default组
workers="lx01:default,lx02:default,lx03:default"
# alter服务(报警服务)所在节点,单节点就可以
alertServer="lx03"
# api服务(后端api服务)所在节点,单节点就可以
apiServers="lx01"
# DS安装位置,三个节点都要有这个目录
installPath="/opt/apps/dolphinscheduler"
# 使用哪个用户进行安装部署,这里就直接使用root,如果使用别的用户进行安装部署需要对该用户进行授权
deployUser="root"
# DolphinScheduler本地数据的存储目录,三个节点都要有这个目录
dataBasedirPath="/opt/data/dolphin"
# JAVA环境变量的物理路径
javaHome="/opt/apps/jdk1.8"
# API后端服务的端口号同时也是web页面访问的端口号,根据实际需求进行配置
apiServerPort="12345"
# 所使使用的数据库类型,选择mysql或者postgresql,这里使用mysql
dbtype="mysql"
# mysql服务所在节点及端口号
dbhost="lx01:3306"
# mysql的用户名
username="用户名"
# mysql的密码
password="密码"
# 在mysql中所使用的库名,就是之前已经配置好的dolphin的元数据库
dbname="dolphinscheduler"
# 注册服务插件jar包位置,这个默认即可
registryPluginDir="lib/plugin/registry/zookeeper"
# 注册服务名称,默认即可
registryPluginName="zookeeper"
# 注册服务位置,将ip地址换成zoopeeker集群的位置即可,可以写ip地址或者主机名
registryServers="lx01:2181,lx02:2181,lx03:2181"
# Dolphin在zookeeper中注册的位置,默认即可
zkRoot="/dolphinscheduler"
# 警报服务插件jar包位置,默认即可
alertPluginDir="lib/plugin/alert"
# 任务调度插件jar包位置,默认即可
taskPluginDir="lib/plugin/task"
# 资源存储类型: HDFS, S3, NONE,这里选择hdfs,如果选择NONE则是使用本地文件系统
resourceStorageType="HDFS"
# 资源存储位置,因为上面选择的存储类型是HDFS,这个路径就是HDFS上的路径,要确保存在这个路径,并且Dolphin具备读写权限
resourceUploadPath="/dolphinscheduler"
# 默认文件系统,如果选择了HDFS并且HDFS已经开启了HA那么就要将core-site.xml和hdfs-site.xml放入到conf目录下
defaultFS="hdfs://lx01:8020"
# 没有使用到s3,这个就可以注释掉,如果使用的s3再另行配置
# s3Endpoint="http://192.168.xx.xx:9010"
# s3AccessKey="xxxxxxxxxx"
# s3SecretKey="xxxxxxxxxx"
# yarn的resourcemanager http端口号
resourceManagerHttpAddressPort="8088"
# 如resourcemanager HA启用,则配置为ResourceManager节点的主备ip或者hostname,比如"192.168.xx.xx,192.168.xx.xx";如果是单ResourceManager请配置yarnHaIps=""即可
yarnHaIps="192.168.xx.xx,192.168.xx.xx"
# 如果ResourceManager是HA或者没有使用到Yarn保持默认值"yarnIp1"即可;如果是单ResourceManager,请配置真实的ResourceManager主机名或者ip
singleYarnIp="lx01"
# 使用哪个用户对hdfs文件系统进行操作,一般我们要选一个权限比较高的
hdfsRootUser="hdfs"
# 关于kerberos根据实际情况配置即可,如果开启了kerberos就根据实际情况配置,没有开启则不用动
# kerberos config
# whether kerberos starts, if kerberos starts, following four items need to config, otherwise please ignore
kerberosStartUp="false"
# kdc krb5 config file path
krb5ConfPath="$installPath/conf/krb5.conf"
# keytab username,watch out the @ sign should followd by \\
keytabUserName="hdfs-mycluster\\@ESZ.COM"
# username keytab path
keytabPath="$installPath/conf/hdfs.headless.keytab"
# kerberos expire time, the unit is hour
kerberosExpireTime="2"
# 是否使用sudo,默认为true就可
sudoEnable="true"
# 工作租户自动创建,默认为false即可
workerTenantAutoCreate="false"
博主配置如下
[root@master01 config]# grep -v "^#\|^$" install_config.conf
ips="node1,node2,node3"
sshPort="22"
masters="node1,node2"
workers="node1:default,node2:default,node3:default"
alertServer="node3"
apiServers="node1"
installPath="/opt/apps/dolphinscheduler"
deployUser="dolphinscheduler"
dataBasedirPath="/data/dolphin"
javaHome="/data/java"
apiServerPort="12345"
dbtype="mysql"
dbhost="192.168.206.5:3306"
username="dolphinscheduler"
password="123456"
dbname="dolphinscheduler"
registryPluginDir="lib/plugin/registry/zookeeper"
registryPluginName="zookeeper"
registryServers="192.168.206.5:2181,192.168.206.6:2181,192.168.206.7:2181"
zkRoot="/dolphinscheduler"
alertPluginDir="lib/plugin/alert"
taskPluginDir="lib/plugin/task"
resourceStorageType="NONE"
resourceUploadPath="/dolphinscheduler"
defaultFS="hdfs://node1:8020"
resourceManagerHttpAddressPort="8088"
yarnHaIps=""
singleYarnIp="node1"
hdfsRootUser="hdfs"
kerberosStartUp="false"
krb5ConfPath="$installPath/conf/krb5.conf"
keytabUserName="hdfs-mycluster\\@ESZ.COM"
keytabPath="$installPath/conf/hdfs.headless.keytab"
kerberosExpireTime="2"
sudoEnable="true"
workerTenantAutoCreate="false"
安装中问题,提示没有dolphinscheduler用户,三台都操作
groupadd dolphinscheduler
useradd -g dolphinscheduler-m -d /home/dolphinscheduler -s /bin/bash dolphinscheduler
执行apache-dolphinscheduler-2.0.0-alpha-bin
目录下的install.sh
脚本进行安装部署
./install.sh
安装完成后DolphinScheduler
会自动启动,可通过jps
命令查看服务是否已经启动
jps
3475 QuorumPeerMain
5571 MasterServer # Master服务
5877 Jps
3703 NameNode
3848 DataNode
4457 NodeManager
5657 LoggerServer # 日志服务
4858 JobHistoryServer
5707 ApiApplicationServer # Api服务
4302 ResourceManager
5615 WorkerServer # Worker服务
查看启动状态
cd /opt/apps/dolphinscheduler/bin
./status-all.sh
node1 Begin status master-server......
master-server [ RUNNING]
End status master-server.
node2 Begin status master-server......
master-server [ STOP ]
End status master-server.
node1 Begin status worker-server......
worker-server [ RUNNING]
End status worker-server.
node1 Begin status logger-server......
logger-server [ RUNNING ]
End status logger-server.
node2 Begin status worker-server......
worker-server [ RUNNING]
End status worker-server.
node2 Begin status logger-server......
logger-server [ RUNNING ]
End status logger-server.
node3 Begin status worker-server......
worker-server [ RUNNING ]
End status worker-server.
node3 Begin status logger-server......
logger-server [ RUNNING ]
End status logger-server.
node3 Begin status alert-server......
alert-server [ RUNNING ]
End status alert-server.
node1 Begin status api-server......
api-server [ RUNNING ]
End status api-server.
如何停止和启动
[root@master01 bin]# pwd
/opt/apps/dolphinscheduler/bin
-rwxr-xr-x 1 root root 2110 12月 26 16:30 start-all.sh
-rwxr-xr-x 1 root root 2979 12月 26 16:30 status-all.sh
-rwxr-xr-x 1 root root 2105 12月 26 16:30 stop-all.sh
启动异常查看日志
/opt/apps/dolphinscheduler/logs
URL
ip地址:12345/dolphinscheduler
默认用户
admin
默认密码
dolphinscheduler123
登录界面如下