Apache DolphinScheduler實現自動化打包單機/集群部署詳解
Apache DolphinScheduler
是一款開源的分布式任務調度系統(tǒng),旨在幫助用戶實現復雜任務的自動化調度和管理。DolphinScheduler 支持多種任務類型,可以在單機或集群環(huán)境下運行。下面將介紹如何實現 DolphinScheduler 的自動化打包和單機/集群部署。
自動化打包
所需環(huán)境:maven、jdk
執(zhí)行以下shell完成代碼拉取及打包,打包路徑:/opt/action/dolphinscheduler/dolphinscheduler-dist/target/apache-dolphinscheduler-dev-SNAPSHOT-bin.tar.gz
sudo su - root <<EOF cd /opt/action git clone git@github.com:apache/dolphinscheduler.git cd Dolphinscheduler git fetch origin dev git checkout -b dev origin/dev #git log --oneline EOF } # 打包 build(){ sudo su - root <<EOF cd /opt/action/Dolphinscheduler mvn -B clean install -Prelease -Dmaven.test.skip=true -Dcheckstyle.skip=true -Dmaven.javadoc.skip=true EOF }
單機部署
1、DolphinScheduler運行所需環(huán)境
所需環(huán)境jdk、zookeeper、mysql
初始化zookeeper(高版本zookeeper推薦使用v3.8及以上版本)環(huán)境
安裝包官網下載地址:https://zookeeper.apache.org/
sudo su - root <<EOF #進入/opt目錄下(安裝目錄自行選擇) cd /opt #解壓縮 tar -xvf apache-zookeeper-3.8.0-bin.tar.gz #修改文件名稱 sudo mv apache-zookeeper-3.8.0-bin zookeeper #進入zookeeper目錄 cd zookeeper/ #在 /opt/zookeeper 目錄下創(chuàng)建目錄 zkData,用來存放 zookeeper 的數據文件 mkdir zkData #進入conf文件夾 cd conf/ #修改配置文件,復制 zoo_sample.cfg 文件并重命名為 zoo.cfg因為zookeeper只能識別 zoo.cfg 配置文件 cp zoo_sample.cfg zoo.cfg #修改 zoo.cfg 的配置 sed -i 's/\/tmp\/zookeeper/\/opt\/zookeeper\/conf/g' zoo.cfg #停止之前的zk服務 ps -ef|grep QuorumPeerMain|grep -v grep|awk '{print "kill -9 " $2}' |sh #使用 vim zoo.cfg 命令修改 zoo.cfg 的配置 sh /opt/zookeeper/bin/zkServer.sh start EOF }
jdk、mysql這里不做過多贅述。
2、初始化配置
2.1 配置文件初始化
初始化文件要放到指定目錄(本文章以/opt/action/tool舉例)
- 2.1.1新建文件夾
mkdir -p /opt/action/tool mkdir -p /opt/Dsrelease
- 2.1.2新建初始化文件common.properties
# 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. # # user data local directory path, please make sure the directory exists and have read write permissions data.basedir.path=/tmp/dolphinscheduler # resource storage type: HDFS, S3, NONE resource.storage.type=HDFS # resource store on HDFS/S3 path, resource file will store to this hadoop hdfs path, self configuration, please make sure the directory exists on hdfs and have read write permissions. "/dolphinscheduler" is recommended resource.upload.path=/dolphinscheduler # whether to startup kerberos hadoop.security.authentication.startup.state=false # java.security.krb5.conf path java.security.krb5.conf.path=/opt/krb5.conf # login user from keytab username login.user.keytab.username=hdfs-mycluster@ESZ.COM # login user from keytab path login.user.keytab.path=/opt/hdfs.headless.keytab # kerberos expire time, the unit is hour kerberos.expire.time=2 # resource view suffixs #resource.view.suffixs=txt,log,sh,bat,conf,cfg,py,java,sql,xml,hql,properties,json,yml,yaml,ini,js # if resource.storage.type=HDFS, the user must have the permission to create directories under the HDFS root path hdfs.root.user=root # if resource.storage.type=S3, the value like: s3a://dolphinscheduler; if resource.storage.type=HDFS and namenode HA is enabled, you need to copy core-site.xml and hdfs-site.xml to conf dir fs.defaultFS=file:/// aws.access.key.id=minioadmin aws.secret.access.key=minioadmin aws.region=us-east-1 aws.endpoint=http://localhost:9000 # resourcemanager port, the default value is 8088 if not specified resource.manager.httpaddress.port=8088 # if resourcemanager HA is enabled, please set the HA IPs; if resourcemanager is single, keep this value empty yarn.resourcemanager.ha.rm.ids=192.168.xx.xx,192.168.xx.xx # if resourcemanager HA is enabled or not use resourcemanager, please keep the default value; If resourcemanager is single, you only need to replace aws2 to actual resourcemanager hostname yarn.application.status.address=http://aws2:%s/ws/v1/cluster/apps/%s # job history status url when application number threshold is reached(default 10000, maybe it was set to 1000) yarn.job.history.status.address=http://aws2:19888/ws/v1/history/mapreduce/jobs/%s # datasource encryption enable datasource.encryption.enable=false # datasource encryption salt datasource.encryption.salt=!@#$%^&* # data quality option data-quality.jar.name=dolphinscheduler-data-quality-dev-SNAPSHOT.jar #data-quality.error.output.path=/tmp/data-quality-error-data # Network IP gets priority, default inner outer # Whether hive SQL is executed in the same session support.hive.oneSession=false # use sudo or not, if set true, executing user is tenant user and deploy user needs sudo permissions; if set false, executing user is the deploy user and doesn't need sudo permissions sudo.enable=true # network interface preferred like eth0, default: empty #dolphin.scheduler.network.interface.preferred= # network IP gets priority, default: inner outer #dolphin.scheduler.network.priority.strategy=default # system env path #dolphinscheduler.env.path=dolphinscheduler_env.sh # development state development.state=false # rpc port alert.rpc.port=50052 # Url endpoint for zeppelin RESTful API zeppelin.rest.url=http://localhost:8080
- 2.1.3新建初始化文件core-site.xml
<?xml-stylesheet type="text/xsl" href="configuration.xsl" rel="external nofollow" rel="external nofollow" ?> <!-- 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> <property> <name>fs.defaultFS</name> <value>hdfs://aws1</value> </property> <property> <name>ha.zookeeper.quorum</name> <value>aws1:2181</value> </property> <property> <name>hadoop.proxyuser.root.hosts</name> <value>*</value> </property> <property> <name>hadoop.proxyuser.root.groups</name> <value>*</value> </property> </configuration>
- 2.1.4新建初始化文件hdfs-site.xml
<?xml-stylesheet type="text/xsl" href="configuration.xsl" rel="external nofollow" rel="external nofollow" ?> <!-- 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> <property> <name>dfs.replication</name> <value>1</value> </property> <property> <name>dfs.namenode.name.dir</name> <value>/opt/bigdata/hadoop/ha/dfs/name</value> </property> <property> <name>dfs.datanode.data.dir</name> <value>/opt/bigdata/hadoop/ha/dfs/data</value> </property> <property> <name>dfs.namenode.secondary.http-address</name> <value>aws2:50090</value> </property> <property> <name>dfs.namenode.checkpoint.dir</name> <value>/opt/bigdata/hadoop/ha/dfs/secondary</value> </property> <property> <name>dfs.nameservices</name> <value>aws1</value> </property> <property> <name>dfs.ha.namenodes.aws1</name> <value>nn1,nn2</value> </property> <property> <name>dfs.namenode.rpc-address.aws1.nn1</name> <value>aws1:8020</value> </property> <property> <name>dfs.namenode.rpc-address.aws1.nn2</name> <value>aws2:8020</value> </property> <property> <name>dfs.namenode.http-address.aws1.nn1</name> <value>aws1:50070</value> </property> <property> <name>dfs.namenode.http-address.aws1.nn2</name> <value>aws2:50070</value> </property> <property> <property> <name>dfs.datanode.address</name> <value>aws1:50010</value> </property> <property> <name>dfs.datanode.ipc.address</name> <value>aws1:50020</value> </property> <property> <name>dfs.datanode.http.address</name> <value>aws1:50075</value> </property> <property> <name>dfs.datanode.https.address</name> <value>aws1:50475</value> </property> <name>dfs.namenode.shared.edits.dir</name> <value>qjournal://aws1:8485;aws2:8485;aws3:8485/mycluster</value> </property> <property> <name>dfs.journalnode.edits.dir</name> <value>/opt/bigdata/hadoop/ha/dfs/jn</value> </property> <property> <name>dfs.client.failover.proxy.provider.aws1</name> <value>org.apache.hadoop.hdfs.server.namenode.ha.ConfiguredFailoverProxyProvider</value> </property> <property> <name>dfs.ha.fencing.methods</name> <value>sshfence</value> </property> <property> <name>dfs.ha.fencing.ssh.private-key-files</name> <value>/root/.ssh/id_dsa</value> </property> <property> <name>dfs.ha.automatic-failover.enabled</name> <value>true</value> </property> </configuration>
- 2.1.5上傳初始化jar包mysql-connector-java-8.0.16.jar
- 2.1.6上傳初始化jar包ojdbc8.jar
2.2 初始化文件替換
cd /opt/Dsrelease sudo rm -r $today/ echo "rm -r $today" cd /opt/release cp $packge_tar /opt/Dsrelease cd /opt/Dsrelease tar -zxvf $packge_tar mv $packge $today p_api_lib=/opt/Dsrelease/$today/api-server/libs/ p_master_lib=/opt/Dsrelease/$today/master-server/libs/ p_worker_lib=/opt/Dsrelease/$today/worker-server/libs/ p_alert_lib=/opt/Dsrelease/$today/alert-server/libs/ p_tools_lib=/opt/Dsrelease/$today/tools/libs/ p_st_lib=/opt/Dsrelease/$today/standalone-server/libs/ p_api_conf=/opt/Dsrelease/$today/api-server/conf/ p_master_conf=/opt/Dsrelease/$today/master-server/conf/ p_worker_conf=/opt/Dsrelease/$today/worker-server/conf/ p_alert_conf=/opt/Dsrelease/$today/alert-server/conf/ p_tools_conf=/opt/Dsrelease/$today/tools/conf/ p_st_conf=/opt/Dsrelease/$today/standalone-server/conf/ cp $p0 $p4 $p_api_lib cp $p0 $p4 $p_master_lib cp $p0 $p4 $p_worker_lib cp $p0 $p4 $p_alert_lib cp $p0 $p4 $p_tools_lib cp $p0 $p4 $p_st_lib echo "cp $p0 $p_api_lib" cp $p1 $p2 $p3 $p_api_conf cp $p1 $p2 $p3 $p_master_conf cp $p1 $p2 $p3 $p_worker_conf cp $p1 $p2 $p3 $p_alert_conf cp $p1 $p2 $p3 $p_tools_conf cp $p1 $p2 $p3 $p_st_conf echo "cp $p1 $p2 $p3 $p_api_conf" } define_param(){ packge_tar=apache-dolphinscheduler-dev-SNAPSHOT-bin.tar.gz packge=apache-dolphinscheduler-dev-SNAPSHOT-bin p0=/opt/action/tool/mysql-connector-java-8.0.16.jar p1=/opt/action/tool/common.properties p2=/opt/action/tool/core-site.xml p3=/opt/action/tool/hdfs-site.xml p4=/opt/action/tool/ojdbc8.jar today=`date +%m%d` }
2.3 配置文件內容替換
sed -i 's/spark2/spark/g' /opt/Dsrelease/$today/worker-server/conf/dolphinscheduler_env.sh cd /opt/Dsrelease/$today/bin/env/ sed -i '$a\export SPRING_PROFILES_ACTIVE=permission_shiro' dolphinscheduler_env.sh sed -i '$a\export DATABASE="mysql"' dolphinscheduler_env.sh sed -i '$a\export SPRING_DATASOURCE_DRIVER_CLASS_NAME="com.mysql.jdbc.Driver"' dolphinscheduler_env.sh #自定義修改mysql配置 sed -i '$a\export SPRING_DATASOURCE_URL="jdbc:mysql://ctyun6:3306/dolphinscheduler?useUnicode=true&characterEncoding=UTF-8&allowMultiQueries=true&allowPublicKeyRetrieval=true"' dolphinscheduler_env.sh sed -i '$a\export SPRING_DATASOURCE_USERNAME="root"' dolphinscheduler_env.sh sed -i '$a\export SPRING_DATASOURCE_PASSWORD="root@123"' dolphinscheduler_env.sh echo "替換jdbc配置成功" #自定義修改zookeeper配置 sed -i '$a\export REGISTRY_TYPE=${REGISTRY_TYPE:-zookeeper}' dolphinscheduler_env.sh sed -i '$a\export REGISTRY_ZOOKEEPER_CONNECT_STRING=${REGISTRY_ZOOKEEPER_CONNECT_STRING:-ctyun6:2181}' dolphinscheduler_env.sh echo "替換zookeeper配置成功" sed -i 's/resource.storage.type=HDFS/resource.storage.type=NONE/' /opt/Dsrelease/$today/master-server/conf/common.properties sed -i 's/resource.storage.type=HDFS/resource.storage.type=NONE/' /opt/Dsrelease/$today/worker-server/conf/common.properties sed -i 's/resource.storage.type=HDFS/resource.storage.type=NONE/' /opt/Dsrelease/$today/alert-server/conf/common.properties sed -i 's/resource.storage.type=HDFS/resource.storage.type=NONE/' /opt/Dsrelease/$today/api-server/conf/common.properties sed -i 's/hdfs.root.user=root/resource.hdfs.root.user=root/' /opt/Dsrelease/$today/master-server/conf/common.properties sed -i 's/hdfs.root.user=root/resource.hdfs.root.user=root/' /opt/Dsrelease/$today/worker-server/conf/common.properties sed -i 's/hdfs.root.user=root/resource.hdfs.root.user=root/' /opt/Dsrelease/$today/alert-server/conf/common.properties sed -i 's/hdfs.root.user=root/resource.hdfs.root.user=root/' /opt/Dsrelease/$today/api-server/conf/common.properties sed -i 's/fs.defaultFS=file:/resource.fs.defaultFS=file:/' /opt/Dsrelease/$today/master-server/conf/common.properties sed -i 's/fs.defaultFS=file:/resource.fs.defaultFS=file:/' /opt/Dsrelease/$today/worker-server/conf/common.properties sed -i 's/fs.defaultFS=file:/resource.fs.defaultFS=file:/' /opt/Dsrelease/$today/alert-server/conf/common.properties sed -i 's/fs.defaultFS=file:/resource.fs.defaultFS=file:/' /opt/Dsrelease/$today/api-server/conf/common.properties sed -i '$a\resource.hdfs.fs.defaultFS=file:///' /opt/Dsrelease/$today/api-server/conf/common.properties echo "替換common.properties配置成功" # 替換master worker內存 api alert也可進行修改,具體根據當前服務器硬件配置而定,但要遵循Xms=Xmx=2Xmn的規(guī)律 cd /opt/Dsrelease/$today/ sed -i 's/Xms4g/Xms2g/g' worker-server/bin/start.sh sed -i 's/Xmx4g/Xmx2g/g' worker-server/bin/start.sh sed -i 's/Xmn2g/Xmn1g/g' worker-server/bin/start.sh sed -i 's/Xms4g/Xms2g/g' master-server/bin/start.sh sed -i 's/Xmx4g/Xmx2g/g' master-server/bin/start.sh sed -i 's/Xmn2g/Xmn1g/g' master-server/bin/start.sh echo "master worker內存修改完成" }
3、刪除HDFS配置
echo "開始刪除hdfs配置" sudo rm /opt/Dsrelease/$today/api-server/conf/core-site.xml sudo rm /opt/Dsrelease/$today/api-server/conf/hdfs-site.xml sudo rm /opt/Dsrelease/$today/worker-server/conf/core-site.xml sudo rm /opt/Dsrelease/$today/worker-server/conf/hdfs-site.xml sudo rm /opt/Dsrelease/$today/master-server/conf/core-site.xml sudo rm /opt/Dsrelease/$today/master-server/conf/hdfs-site.xml sudo rm /opt/Dsrelease/$today/alert-server/conf/core-site.xml sudo rm /opt/Dsrelease/$today/alert-server/conf/hdfs-site.xml echo "結束刪除hdfs配置" }
4、MySQL初始化
init_mysql(){ sql_path="/opt/Dsrelease/$today/tools/sql/sql/dolphinscheduler_mysql.sql" sourceCommand="source $sql_path" echo $sourceCommand echo "開始source:" mysql -hlocalhost -uroot -proot@123 -D "dolphinscheduler" -e "$sourceCommand" echo "結束source:" }
5、啟動DolphinScheduler服務
stop_all_server(){ cd /opt/Dsrelease/$today ./bin/dolphinscheduler-daemon.sh stop api-server ./bin/dolphinscheduler-daemon.sh stop master-server ./bin/dolphinscheduler-daemon.sh stop worker-server ./bin/dolphinscheduler-daemon.sh stop alert-server ps -ef|grep api-server|grep -v grep|awk '{print "kill -9 " $2}' |sh ps -ef|grep master-server |grep -v grep|awk '{print "kill -9 " $2}' |sh ps -ef|grep worker-server |grep -v grep|awk '{print "kill -9 " $2}' |sh ps -ef|grep alert-server |grep -v grep|awk '{print "kill -9 " $2}' |sh } run_all_server(){ cd /opt/Dsrelease/$today ./bin/dolphinscheduler-daemon.sh start api-server ./bin/dolphinscheduler-daemon.sh start master-server ./bin/dolphinscheduler-daemon.sh start worker-server ./bin/dolphinscheduler-daemon.sh start alert-server }
集群部署
1、開放mysql和zookeeper對外端口
2、集群部署及啟動
復制完成初始化的文件夾到指定的服務器,啟動指定服務即可完成集群部署,要連同一個Zookeeper和MySQL。
以上就是Apache DolphinScheduler實現自動化打包單機/集群部署詳解的詳細內容,更多關于Apache DolphinScheduler打包部署的資料請關注腳本之家其它相關文章!
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