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spark-cluster-on-yitian.yml
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spark-cluster-on-yitian.yml
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ROSTemplateFormatVersion: '2015-09-01'
Description:
en: Spark Cluster on Yitian.
zh-cn: 倚天ECS实例部署Spark集群。
Conditions:
Testing:
Ref: AutomaticTesting
Parameters:
EcsInstanceType:
Type: String
Label:
en: Instance Type
zh-cn: 实例类型
AssociationProperty: ALIYUN::ECS::Instance::InstanceType
AssociationPropertyMetadata:
InstanceChargeType: PostPaid
SystemDiskCategory: cloud_essd
NetworkCategory: vpc
Constraints:
Architecture: ARM
Default: ecs.g8y.large
BucketName:
Type: String
Label:
zh-cn: 存储空间名称
en: Bucket Name
Description:
en: The Bucket name cannot be changed after it is created successfully. The Bucket name must be unique in OSS.
zh-cn: Bucket名称，创建成功后将不可更改，Bucket名称在OSS全局范围内必须唯一。
ConstraintDescription:
en: Must begin and be end with a lowercase letter or number. The length is within
[3, 63]
zh-cn: 必须以小写英文字母或数字开头和结尾。长度为3~63个字符。
AllowedPattern: ^[a-z0-9]{1}[a-z0-9\-]{1,62}[a-z0-9]{1}$
ZoneId:
Type: String
Label:
en: Availability Zone
zh-cn: 可用区
AssociationProperty: ALIYUN::ECS::Instance::ZoneId
InstancePassword:
Type: String
Label:
en: Instance Password
zh-cn: 实例密码
Description:
en: Server login password, Length 8-30, must contain three(Capital letters,
lowercase letters, numbers, ()`~!@#$%^&*_-+=|{}[]:;'<>,.?/ Special symbol
in)
zh-cn: 服务器登录密码,长度8-30，必须包含三项（大写字母、小写字母、数字、 ()`~!@#$%^&*_-+=|{}[]:;'<>,.?/ 中的特殊符号）
ConstraintDescription:
en: Length 8-30, must contain three(Capital letters, lowercase letters, numbers,
()`~!@#$%^&*_-+=|{}[]:;'<>,.?/ Special symbol in)
zh-cn: 长度8-30，必须包含三项（大写字母、小写字母、数字、 ()`~!@#$%^&*_-+=|{}[]:;'<>,.?/ 中的特殊符号）
AssociationProperty: ALIYUN::ECS::Instance::Password
AllowedPattern: ^[a-zA-Z0-9-\(\)\`\~\!\@\#\$\%\^\&\*\_\-\+\=\|\{\}\[\]\:\;\<\>\,\.\?\/]*$
MinLength: 8
MaxLength: 30
NoEcho: true
CommonName:
Type: String
Default: spark-on-ros
AutomaticTesting:
Type: Boolean
Default: false
Label:
en: Automatic Testing
zh-cn: 是否自动测试
Resources:
EcsVpc:
Type: ALIYUN::ECS::VPC
Properties:
VpcName:
Fn::Sub: ${CommonName}-vpc
CidrBlock: 192.168.0.0/16
EcsVSwitch:
Type: ALIYUN::ECS::VSwitch
Properties:
ZoneId:
Ref: ZoneId
VpcId:
Ref: EcsVpc
VSwitchName:
Fn::Sub: ${CommonName}-${ZoneId}-vsw
CidrBlock: 192.168.0.0/24
NatGateway:
Type: ALIYUN::VPC::NatGateway
DependsOn:
- MasterEcs
- WorkerEcs
Properties:
NatGatewayName:
Fn::Sub: ${CommonName}-ngw
VSwitchId:
Ref: EcsVSwitch
NatType: Enhanced
VpcId:
Ref: EcsVpc
NetworkType: internet
EIP:
Type: ALIYUN::VPC::EIP
Properties:
Bandwidth: 100
InternetChargeType: PayByTraffic
Name:
Fn::Sub: ${CommonName}-eip
SnatEntry:
Type: ALIYUN::VPC::SnatEntry
DependsOn: ElasticIpAssociation
Properties:
SnatTableId:
Fn::GetAtt:
- NatGateway
- SNatTableId
SnatEntryName:
Fn::Sub: ${CommonName}-snat
SourceVSwitchIds:
- Ref: EcsVSwitch
SnatIp:
Fn::GetAtt:
- EIP
- EipAddress
ElasticIpAssociation:
Type: ALIYUN::VPC::EIPAssociation
Properties:
InstanceId:
Ref: NatGateway
AllocationId:
Ref: EIP
ForwardEntry:
Type: ALIYUN::ECS::ForwardEntry
DependsOn: ElasticIpAssociation
Properties:
ExternalIp:
Fn::GetAtt:
- EIP
- EipAddress
ExternalPort: 22
ForwardTableId:
Fn::GetAtt:
- NatGateway
- ForwardTableId
InternalIp: 192.168.0.5
IpProtocol: TCP
InternalPort: 22
EcsSecurityGroup:
Type: ALIYUN::ECS::SecurityGroup
Properties:
VpcId:
Ref: EcsVpc
SecurityGroupName:
Fn::Sub: ${CommonName}-sg
SecurityGroupIngress:
- PortRange: 8034/8034
Priority: 1
SourceCidrIp: 0.0.0.0/0
IpProtocol: tcp
NicType: internet
- PortRange: 18080/18080
Priority: 1
SourceCidrIp: 0.0.0.0/0
IpProtocol: tcp
NicType: internet
- PortRange: 22/22
Priority: 1
SourceCidrIp: 0.0.0.0/0
IpProtocol: tcp
NicType: internet
- PortRange: 80/80
Priority: 1
SourceCidrIp: 0.0.0.0/0
IpProtocol: tcp
NicType: internet
- PortRange: 443/443
Priority: 1
SourceCidrIp: 0.0.0.0/0
IpProtocol: tcp
NicType: internet
SecurityGroupEgress:
- PortRange: -1/-1
Priority: 1
IpProtocol: all
DestCidrIp: 0.0.0.0/0
NicType: internet
- PortRange: -1/-1
Priority: 1
IpProtocol: all
DestCidrIp: 0.0.0.0/0
NicType: intranet
DeploymentSet:
Type: ALIYUN::ECS::DeploymentSet
Properties:
DeploymentSetName:
Fn::Sub: yitian-${CommonName}
MasterEcs:
Type: ALIYUN::ECS::InstanceGroup
Properties:
ZoneId:
Ref: ZoneId
VpcId:
Ref: EcsVpc
VSwitchId:
Ref: EcsVSwitch
SecurityGroupId:
Ref: EcsSecurityGroup
DeploymentSetId:
Ref: DeploymentSet
ImageId: aliyun_3_arm64_20G_alibase
IoOptimized: optimized
SystemDiskCategory: cloud_essd
SystemDiskSize: 100
MaxAmount: 1
InstanceType:
Ref: EcsInstanceType
Password:
Ref: InstancePassword
InstanceName:
Fn::Sub: ${CommonName}-master
AllocatePublicIP: true
PrivateIpAddress: 192.168.0.5
InternetMaxBandwidthOut: 100
HostName: spark-master
WorkerEcs:
Type: ALIYUN::ECS::Instance
Count: 6
Properties:
ZoneId:
Ref: ZoneId
VpcId:
Ref: EcsVpc
VSwitchId:
Ref: EcsVSwitch
SecurityGroupId:
Ref: EcsSecurityGroup
DeploymentSetId:
Ref: DeploymentSet
ImageId: aliyun_3_arm64
IoOptimized: optimized
SystemDiskCategory: cloud_essd
SystemDiskSize: 100
InstanceType:
Ref: EcsInstanceType
Password:
Ref: InstancePassword
InstanceName:
Fn::Sub: ${CommonName}-node-${ALIYUN::Index}
AllocatePublicIP: false
PrivateIpAddress:
Fn::Sub: '192.168.0.1${ALIYUN::Index}'
HostName:
Fn::Sub: spark-node-${ALIYUN::Index}
DiskMappings:
- Category: cloud_essd
DiskName: Data-1
Size: 500
- Category: cloud_essd
DiskName: Data-2
Size: 500
- Category: cloud_essd
DiskName: Data-3
Size: 500
- Category: cloud_essd
DiskName: Data-4
Size: 500
- Category: cloud_essd
DiskName: Data-5
Size: 500
- Category: cloud_essd
DiskName: Data-6
Size: 500
User:
Type: ALIYUN::RAM::User
Properties:
UserName:
Fn::Sub: ${CommonName}-${ALIYUN::StackId}
PolicyAttachments:
System:
- AliyunOSSFullAccess
AccessKey:
Type: ALIYUN::RAM::AccessKey
Properties:
UserName:
Ref: User
InstallMasterEnv:
Type: ALIYUN::ECS::RunCommand
Properties:
InstanceIds:
Fn::GetAtt:
- MasterEcs
- InstanceIds
Sync: true
Type: RunShellScript
Timeout: '600'
CommandContent:
Fn::Sub: |-
#!/bin/bash
#默认使用分部部署spark
#创建文件夹
mkdir /root/fastmr
#sleep 10s,等待其他资源ready
sleep 10
#生成本地执行文件
cat > /root/fastmr/install_env.sh <<EOF
#部署spark全流程
#配置hostname解析
echo "192.168.0.5 master1" >>/etc/hosts
echo "192.168.0.5 spark-master" >>/etc/hosts
echo "192.168.0.10 spark-node-0" >>/etc/hosts
echo "192.168.0.11 spark-node-1" >>/etc/hosts
echo "192.168.0.12 spark-node-2" >>/etc/hosts
echo "192.168.0.13 spark-node-3" >>/etc/hosts
echo "192.168.0.14 spark-node-4" >>/etc/hosts
echo "192.168.0.15 spark-node-5" >>/etc/hosts
#下载所有包
wget -P /root http://mirrors.cloud.aliyuncs.com/keentune/booster/sparkv1/spark_all_package.tar.gz
cd /root && tar -xf spark_all_package.tar.gz
cd /root && tar -xf trust.tar.gz
mv /root/TPC.tar.gz /opt && cd /opt && tar -xf TPC.tar.gz
mv /root/apache-hive-3.1.2-bin.tar.gz /opt && cd /opt && tar -xf apache-hive-3.1.2-bin.tar.gz
mv /root/mracc-spark-3.2.1-bin-hadoop3.3.1.tgz /opt && cd /opt && tar -xf mracc-spark-3.2.1-bin-hadoop3.3.1.tgz
cd /root && tar -xf tpcds-kit.tar.gz
mv /root/hadoop-3.3.1.tar.gz /opt/ && cd /opt && tar -xf hadoop-3.3.1.tar.gz
echo "spark-node-0" > /opt/hadoop-3.3.1/etc/hadoop/workers
echo "spark-node-1" >> /opt/hadoop-3.3.1/etc/hadoop/workers
echo "spark-node-2" >> /opt/hadoop-3.3.1/etc/hadoop/workers
echo "spark-node-3" >> /opt/hadoop-3.3.1/etc/hadoop/workers
echo "spark-node-4" >> /opt/hadoop-3.3.1/etc/hadoop/workers
echo "spark-node-5" >> /opt/hadoop-3.3.1/etc/hadoop/workers
cd /opt && rm -rf hadoop && ln -s hadoop-3.3.1 hadoop
mv /root/liblic.so /usr/lib/
mv /root/start_cluster.sh /root/fastmr
mv /root/tpcds_test.sh /root/fastmr
#配置互信
chmod 400 -R /root/trust/
rm -rf /root/.ssh/id_rsa
rm -rf /root/.ssh/id_rsa.pub
cat /root/trust/authorized_keys >> /root/.ssh/authorized_keys
cp /root/trust/id_rsa.pub /root/.ssh/
cp /root/trust/id_rsa /root/.ssh/
#下载hive mysql，spark，TPC测试工具
yum install -y java-1.8.0-openjdk-devel.aarch64
#配置环境变量
echo -e "export SPARK_HOME=/opt/mracc-spark-3.2.1-bin-hadoop3.3.1 \n" >>/etc/profile.d/env.sh
echo -e "export HADOOP_CONF_DIR=/opt/hadoop/etc/hadoop" >>/etc/profile.d/env.sh
echo -e "export HIVE_HOME=/opt/apache-hive-3.1.2-bin \n" >>/etc/profile.d/env.sh
echo -e "export HADOOP_HOME=/opt/hadoop \n" >>/etc/profile.d/env.sh
echo -e "export JAVA_HOME=/usr/lib/jvm/java-1.8.0-openjdk/ \n" >>/etc/profile.d/env.sh
#安装mysql
yum install -y mysql-server.aarch64
#重启mysql
service mysqld restart
#mysql增加hive用户并授权
mysql -uroot -D mysql -e "create user 'hive'@'localhost' identified by '123456';"
mysql -uroot -D mysql -e "grant all privileges on *.* to 'hive'@'localhost';"
mysql -uroot -D mysql -e "create user 'hive'@'%' identified by '123456';"
mysql -uroot -D mysql -e "grant all privileges on *.* to 'hive'@'%';"
mysql -uroot -D mysql -e "flush privileges;"
mysql -uroot -D mysql -e "alter user user() identified by '123456';"
#重启mysql
service mysqld restart
#配置hive环境变量
echo 'export PATH=$PATH:/usr/lib/jvm/java-1.8.0-openjdk/bin:/opt/hadoop/bin:/opt/mracc-spark-3.2.1-bin-hadoop3.3.1/bin:/opt/apache-hive-3.1.2-bin/bin' >> /etc/profile.d/env.sh
#环境变量生效
source /etc/profile.d/env.sh
#hive初始化
schematool -dbType mysql -initSchema
echo "**环境初始化完成，可以进行下一步操作**"
EOF
#可在 /root/fastmr/install_env.log 文件中查看运行日志。
sh /root/fastmr/install_env.sh >/root/fastmr/install_env.log 2>&1
InstallNodeEnv:
Type: ALIYUN::ECS::RunCommand
Properties:
InstanceIds:
Fn::GetAtt:
- WorkerEcs
- InstanceId
Sync: true
Type: RunShellScript
Timeout: '600'
CommandContent:
Fn::Sub: |-
#!/bin/bash
#创建文件夹
mkdir /root/fastmr
#sleep 10s,等待其他资源ready
sleep 10
#下载磁盘加载脚本
wget -P /root/fastmr http://mirrors.cloud.aliyuncs.com/keentune/booster/sparkv1/mkfs_nvme.sh
#mkfs_nvme.sh加权限
chmod 755 /root/fastmr/mkfs_nvme.sh
#对6块磁盘进行挂载，系统盘+6块盘参数为8
sh /root/fastmr/mkfs_nvme.sh 8
#创建shffle路径
for i in {1..6}
do
mkdir -p /mnt/disk$i/spark_shuffle
done
#生成本地执行文件
cat > /root/fastmr/install_env.sh <<EOF
#部署spark全流程
#配置hostname解析
echo "192.168.0.5 master1" >>/etc/hosts
echo "192.168.0.5 spark-master" >>/etc/hosts
echo "192.168.0.10 spark-node-0" >>/etc/hosts
echo "192.168.0.11 spark-node-1" >>/etc/hosts
echo "192.168.0.12 spark-node-2" >>/etc/hosts
echo "192.168.0.13 spark-node-3" >>/etc/hosts
echo "192.168.0.14 spark-node-4" >>/etc/hosts
echo "192.168.0.15 spark-node-5" >>/etc/hosts
#配置互信
wget -P /root http://mirrors.cloud.aliyuncs.com/keentune/booster/sparkv1/trust.tar.gz
cd /root && tar -xf trust.tar.gz
chmod 400 -R /root/trust/
rm -rf /root/.ssh/id_rsa
rm -rf /root/.ssh/id_rsa.pub
cat /root/trust/authorized_keys >> /root/.ssh/authorized_keys
cp /root/trust/id_rsa.pub /root/.ssh/
cp /root/trust/id_rsa /root/.ssh/
#下载hive mysql，spark，TPC测试工具
yum install -y java-1.8.0-openjdk-devel.aarch64
wget -P /root http://mirrors.cloud.aliyuncs.com/keentune/booster/sparkv1/tpcds-kit.tar.gz
wget -P /opt http://mirrors.cloud.aliyuncs.com/keentune/booster/sparkv1/hadoop-3.3.1.tar.gz
cd /root && tar -xf tpcds-kit.tar.gz
cd /opt && tar -xf hadoop-3.3.1.tar.gz
echo "spark-node-0" > /opt/hadoop-3.3.1/etc/hadoop/workers
echo "spark-node-1" >> /opt/hadoop-3.3.1/etc/hadoop/workers
echo "spark-node-2" >> /opt/hadoop-3.3.1/etc/hadoop/workers
echo "spark-node-3" >> /opt/hadoop-3.3.1/etc/hadoop/workers
echo "spark-node-4" >> /opt/hadoop-3.3.1/etc/hadoop/workers
echo "spark-node-5" >> /opt/hadoop-3.3.1/etc/hadoop/workers
cd /opt && rm -rf hadoop && ln -s hadoop-3.3.1 hadoop
echo "**环境初始化完成，可以进行下一步操作**"
EOF
#可在 /root/fastmr/install_env.log 文件中查看运行日志。
sh /root/fastmr/install_env.sh > /root/fastmr/install_env.log 2>&1
StartCluster:
Type: ALIYUN::ECS::RunCommand
DependsOn:
- InstallNodeEnv
- InstallMasterEnv
Properties:
InstanceIds:
Fn::GetAtt:
- MasterEcs
- InstanceIds
Sync: true
Type: RunShellScript
Timeout: '600'
CommandContent:
Fn::Sub: |-
#!/bin/bash
cat > /root/fastmr/conf.ini <<EOF
# 输入worker节点ip
ip=192.168.0.10
ip=192.168.0.11
ip=192.168.0.12
ip=192.168.0.13
ip=192.168.0.14
ip=192.168.0.15
# 配置oss
endpoint=oss-${ALIYUN::Region}-internal.aliyuncs.com
#替换为当前账号的AK和SK
accessKeyId=${AccessKey.AccessKeyId}
accessKeySecret=${AccessKey.AccessKeySecret}
#tpcds，确认当前账号OSS bucket名称，替换spark-perf-oss-yarn，注意最后要有/
oss_path:oss://${OssBucket.Name}/spark-test/
EOF
sleep 60
bash /root/fastmr/start_cluster.sh |tee /root/fastmr/start_cluster.log
OssBucket:
Type: ALIYUN::OSS::Bucket
Properties:
BucketName:
Ref: BucketName
AccessControl: private
DeletionForce: true
Testing1:
Type: ALIYUN::ECS::RunCommand
DependsOn: StartCluster
Condition: Testing
Properties:
InstanceIds:
Fn::GetAtt:
- MasterEcs
- InstanceIds
Sync: true
Type: RunShellScript
Timeout: 600
CommandContent:
Fn::Sub: |-
#!/bin/bash
cd /root/fastmr
sh /root/fastmr/tpcds_test.sh 1024 y |tee /root/fastmr/tpcds_test.log 2>&1 &
MasterEcsData:
Type: DATASOURCE::ECS::Instances
Properties:
InstanceIds:
Fn::GetAtt:
- MasterEcs
- InstanceIds
Outputs:
MasterEcsLoginAddress:
Description:
zh-cn: Master Ecs登录地址。
en: Master Ecs login address.
Value:
Fn::Sub: https://ecs-workbench.aliyun.com/?from=EcsConsole&instanceType=ecs®ionId=${ALIYUN::Region}&instanceId=${MasterEcs}
SparkWebSiteURL:
Description:
zh-cn: Spark集群Web地址。
en: Spark cluster web address.
Value:
Fn::Sub:
- http://${PublicIp}:18080
- PublicIp:
Fn::Jq:
- First
- .[0].PublicIpAddress[0]
- Fn::GetAtt:
- MasterEcsData
- Instances
Metadata:
ALIYUN::ROS::Interface:
ParameterGroups:
- Parameters:
- EcsInstanceType
- BucketName
- ZoneId
- InstancePassword
TemplateTags:
- acs:technical-solution:ecs:yitian-Spark集群
Hidden:
- CommonName
- AutomaticTesting