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rag-application.yml
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ROSTemplateFormatVersion: '2015-09-01'
Description:
zh-cn: 创建RAG应用，含AnalyticDB实例、ECS实例、VPC环境，自动化部署Streamlit服务与数据库配置。
en: Create RAG applications, including AnalyticDB instances, ECS instances, and VPC environments, and automatically deploy Streamlit services and database configurations.
Parameters:
DashScopeApiKey:
Type: String
AssociationProperty: 'ALIYUN::DashScope::ApiKey'
Label:
en: DashScope API-KEY
zh-cn: DashScope API-KEY
Description:
zh-cn: >-
开通灵积模型服务，并获得 API-KEY。请参考：
<a href="https://help.aliyun.com/zh/dashscope/developer-reference/activate-dashscope-and-create-an-api-key"
target="_blank">开通DashScope并创建API-KEY</a>。
en: >-
Activate DashScope and obtain the API-KEY. Please refer to:
<a href="https://help.aliyun.com/zh/dashscope/developer-reference/activate-dashscope-and-create-an-api-key"
target="_blank">Activate DashScope and create API-KEY</a>.
ZoneId:
Type: String
AssociationProperty: 'ALIYUN::ECS::Instance::ZoneId'
AssociationPropertyMetadata:
AutoSelectFirst: true
Label:
en: Availability Zone
zh-cn: 可用区
InstanceType:
Type: String
AssociationProperty: 'ALIYUN::ECS::Instance::InstanceType'
AssociationPropertyMetadata:
SpotStrategy: SpotAsPriceGo
InstanceChargeType: PostPaid
SystemDiskCategory: cloud_essd
ZoneId: ${ZoneId}
Label:
en: Instance Type
zh-cn: 实例规格
Description:
zh-cn: 本方案会创建一个抢占式实例，并且自动部署 Streamlit 服务。
en: >-
This solution will create a spot instance and automatically deploy a
Streamlit service.
Default: ecs.c7.large
InstancePassword:
NoEcho: true
Type: String
Description:
en: >-
Server login password, Length 8-30, must contain three(Capital letters,
lowercase letters, numbers, ()`~!@#$%^&*_-+=|{}[]:;'<>,.?/ 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、 ()`~!@#$%^&*_-+=|{}[]:;'<>,.?/
中的特殊符号）
Label:
en: ECS Instance Password
zh-cn: ECS实例密码
ConstraintDescription:
en: >-
Length 8-30, must contain three(Capital letters, lowercase letters,
numbers, ()`~!@#$%^&*_-+=|{}[]:;'<>,.?/ 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、 ()`~!@#$%^&*_-+=|{}[]:;''<>,.?/ 中的特殊符号）'
AssociationProperty: 'ALIYUN::ECS::Instance::Password'
Default: null
AdbAccountName:
Type: String
Default: rag_demo
AllowedPattern: '^(?!root$)(?!gp)[a-z][a-z0-9_]{0,14}[a-z0-9]$'
Description:
en: >-
Server login password, Length 8-30, must contain three(Capital letters,
lowercase letters, numbers, ()`~!@#$%^&*_-+=|{}[]:;'<>,.?/ Special
symbol in
zh-cn: >-
账号名称不能以 gp或pg开头，并且由小写字母、数字、下划线组成，字母开头，字母或数字结尾，字符长度为2-16。
Label:
en: AnalyticDB Account Name
zh-cn: AnalyticDB账号名称
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）'
AdbAccountPassword:
NoEcho: true
Type: String
Description:
en: >-
Server login password, Length 8-30, must contain three(Capital letters,
lowercase letters, numbers, ()`~!@#$%^&*_-+=|{}[]:;'<>,.?/ Special
symbol in)
zh-cn: >-
账号密码，长度8-30，必须包含三项（大写字母、小写字母、数字、 ()`~!@#$%^&*_-+=|{}[]:;'<>,.?/
中的特殊符号）
Label:
en: AnalyticDB Account Password
zh-cn: AnalyticDB账号密码
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'
CommonName:
Type: String
Default: RAG
Resources:
Vpc:
Type: 'ALIYUN::ECS::VPC'
Properties:
CidrBlock: 192.168.0.0/16
VpcName:
Fn::Sub: ${CommonName}-vpc
VSwitch:
Type: 'ALIYUN::ECS::VSwitch'
Properties:
VpcId:
Ref: Vpc
CidrBlock: 192.168.0.0/24
ZoneId:
Ref: ZoneId
VSwitchName:
Fn::Sub: ${CommonName}-vsw
SecurityGroup:
Type: 'ALIYUN::ECS::SecurityGroup'
Properties:
VpcId:
Ref: Vpc
SecurityGroupName:
Fn::Sub: ${CommonName}-sg
SecurityGroupIngress:
- PortRange: 8501/8501
SourceCidrIp: 0.0.0.0/0
IpProtocol: tcp
EcsInstance:
Type: 'ALIYUN::ECS::InstanceGroup'
Properties:
VpcId:
Ref: Vpc
ZoneId:
Ref: ZoneId
VSwitchId:
Ref: VSwitch
SecurityGroupId:
Ref: SecurityGroup
ImageId: ubuntu_22_04_x64_20G_alibase_
InstanceName:
Fn::Sub: ${CommonName}-Streamlit-Server
InstanceType:
Ref: InstanceType
SystemDiskCategory: cloud_essd
MaxAmount: 1
InternetMaxBandwidthOut: 100
SpotStrategy: SpotAsPriceGo
Password:
Ref: InstancePassword
AnalyticDB:
Type: ALIYUN::GPDB::DBInstance
Properties:
EngineVersion: '6.0'
InstanceSpec: 4C16G
ZoneId:
Ref: ZoneId
VSwitchId:
Ref: VSwitch
SegNodeNum: 4
SegStorageType: cloud_essd
SegDiskPerformanceLevel: pl1
StorageSize: 200
VPCId:
Ref: Vpc
SecurityIPList: 192.168.0.0/24
DBInstanceDescription:
Fn::Sub: ${CommonName}-adb
PayType: Postpaid
DBInstanceCategory: Basic
DBInstanceMode: StorageElastic
VectorConfigurationStatus: true
AnalyticDBAccount:
Type: ALIYUN::GPDB::Account
Properties:
AccountDescription:
Fn::Sub: ${CommonName}-account
DBInstanceId:
Ref: AnalyticDB
AccountPassword:
Ref: AdbAccountPassword
AccountName:
Ref: AdbAccountName
User:
Type: ALIYUN::RAM::User
Properties:
UserName:
Fn::Sub: create_by_solution-${ALIYUN::StackId}
PolicyAttachments:
System:
- AliyunECSFullAccess
- AliyunGPDBFullAccess
- AliyunDashscopeFullAccess
AccessKey:
Type: ALIYUN::RAM::AccessKey
Properties:
UserName:
Ref: User
RunCommand:
Type: 'ALIYUN::ECS::RunCommand'
Properties:
InstanceIds:
Fn::GetAtt:
- EcsInstance
- InstanceIds
Type: RunShellScript
Sync: true
Timeout: 3600
CommandContent:
Fn::Sub: |-
#!/bin/bash
# script exit code:
# 0 - success
# 1 - unsupported system
# 2 - network not available
# 3 - failed to git clone
# 4 - failed to postgresql-client python3.10-venv unzip
# 5 - failed to create database
# 6 - failed to unzip adbpg-chat-demo.zip file
# 7 - failed to install requirements.txt
# 8 - failed to run streamlit
# 环境变量配置
export PATH=/usr/local/bin:$PATH
export DASHSCOPE_API_KEY=${DashScopeApiKey}
export ADB_CONNECTION_STRING=${AnalyticDB.ConnectionString}
export PGPASSWORD=${AdbAccountPassword}
export ALI_CLOUD_ACCESS_KEY_ID=${AccessKey.AccessKeyId}
export ALI_CLOUD_ACCESS_KEY_SECRET=${AccessKey.AccessKeySecret}
export ADBPG_INSTANCE_REGION=${ALIYUN::Region}
export ADBPG_INSTANCE_ID=${AnalyticDB}
echo $ADB_CONNECTION_STRING
function unsupported_system() {
log_fatal 1 "Unsupported System: $1"
}
function log_info() {
printf "%s [INFO] %s\n" "$(date '+%Y-%m-%d %H:%M:%S')" "$1"
}
function log_error() {
printf "%s [ERROR] %s\n" "$(date '+%Y-%m-%d %H:%M:%S')" "$1"
}
function log_fatal() {
printf "\n========================================================================\n"
printf "%s [FATAL] %s\n" "$(date '+%Y-%m-%d %H:%M:%S')" "$2"
printf "\n========================================================================\n"
exit $1
}
function debug_exec(){
local cmd="$@"
log_info "$cmd"
eval "$cmd"
ret=$?
echo ""
log_info "$cmd, exit code: $ret"
return $ret
}
function check_network_available() {
log_info "ping github.com ..."
if ! debug_exec ping -c 4 github.com; then
log_fatal 2 "Could not connect to https://github.com"
fi
}
function clone_repo() {
log_info "git clone"
REPO_URL="https://github.com/aliyun/adbpg-chat-demo.git"
ATTEMPT_NUM=1
MAX_RETRIES=10
SLEEP_SECONDS=10
until debug_exec git clone $REPO_URL; do
if [ "$ATTEMPT_NUM" -ge "$MAX_RETRIES" ]; then
log_fatal 3 "Reached maximum number of retries, aborting."
fi
log_error "Attempt $ATTEMPT_NUM failed! Trying again in $SLEEP_SECONDS seconds..."
sleep "$SLEEP_SECONDS"
ATTEMPT_NUM=$((ATTEMPT_NUM+1))
done
}
function create_database() {
log_info "create database"
psql -h ${AnalyticDB.ConnectionString} -U rag -c "CREATE DATABASE rag_demo;"
}
function run_streamlit() {
log_info "install postgresql-client python3.10-venv unzip"
sudo apt update
if ! debug_exec sudo apt install postgresql-client unzip python3.10-venv -y; then
log_fatal 4 "failed to postgresql-client python3.10-venv unzip."
fi
log_info "create database"
DATABASE_RET=`debug_exec create_database`
echo $DATABASE_RET
if [ $DATABASE_RET -ne 0 ] && [ $DATABASE_RET -ne 1 ]; then
log_fatal 5 "failed to create database in AnalyticDB ${AnalyticDB}"
fi
# clone_repo
wget -O adbpg-chat-demo-master.zip 'https://help-static-aliyun-doc.aliyuncs.com/file-manage-files/zh-CN/20240424/xzfoql/adbpg-chat-demo-master.zip?spm=a2c4g.2713484.0.0.18844eb5tF3232&file=adbpg-chat-demo-master.zip'
log_info "unzip code"
if ! debug_exec unzip adbpg-chat-demo-master.zip; then
log_fatal 6 "failed to unzip adbpg-chat-demo-mater.zip file."
fi
cd adbpg-chat-demo-master
log_info "pip install requirements.txt"
if ! debug_exec pip install -r requirements.txt; then
log_fatal 7 "failed to install requirements.txt."
fi
log_info "run streamlit"
if ! debug_exec "nohup streamlit run Home.py --server.maxUploadSize 300 > output.log 2>&1 &"; then
log_fatal 8 "failed to run streamlit"
fi
}
log_info "System Information:"
if ! lsb_release -a; then
unsupported_system
fi;
echo ""
run_streamlit
Outputs:
WebUrl:
Description:
zh-cn: Web 访问地址。
en: The Addresses of Web.
Value:
'Fn::Sub':
- 'http://${ServerAddress}:8501'
- ServerAddress:
'Fn::Select':
- 0
- 'Fn::GetAtt':
- EcsInstance
- PublicIps
EcsLoginAddress:
Description:
zh-cn: ECS登录地址。
en: Ecs login address.
Value:
'Fn::Sub':
- >-
https://ecs-workbench.aliyun.com/?from=EcsConsole&instanceType=ecs®ionId=${Region}&instanceId=${InstanceId}
- InstanceId:
'Fn::Select':
- 0
- 'Fn::GetAtt':
- EcsInstance
- InstanceIds
Region:
Ref: 'ALIYUN::Region'
AccountName:
Description:
zh-cn: 管理账户。
en: The account.
Value:
Fn::GetAtt:
- AnalyticDBAccount
- AccountName
Metadata:
'ALIYUN::ROS::Interface':
ParameterGroups:
- Parameters:
- DashScopeApiKey
- AdbAccountName
- AdbAccountPassword
Label:
default:
en: Account Configuration
zh-cn: 账号配置
- Parameters:
- ZoneId
- InstanceType
- InstancePassword
Label:
default:
en: Ecs Configuration
zh-cn: ECS 实例配置
Hidden:
- CommonName
TemplateTags:
- acs:technical-solution:ai:AnalyticDB和通义千问构建RAG应用-tech_solu_111
ALIYUN::ROS::Composer:
4b618060:
Res:
- AccessKey
- AccessKey
Rect:
- 40
- 40
- 733
- 317
- 1
- 0
Label: AccessKey
05953edd:
Res:
- User
- User
Rect:
- 40
- 40
- 733
- 427
- 1
- 0
Label: User
08073e2c:
Rect:
- 642
- 517
- 71
- 96
- 10
- 0
ResT: Composer::ROSParameter::Region
Label: cn-beijing
e1dc5a9f:
Res:
- Vpc
- Vpc
Parent: 08073e2c
Rect:
- 570
- 425
- 107
- 144
- 20
- 0
Label: Vpc
30caa4df:
Res:
- ZoneId
- ZoneId
Parent: e1dc5a9f
Rect:
- 502
- 346
- 143
- 192
- 30
- 0
ResT: Composer::ROSParameter::Zone
Label: ZoneId
9babae9e:
Res:
- VSwitch
- VSwitch
Parent: 30caa4df
Rect:
- 417
- 263
- 195
- 245
- 40
- 0
Label: VSwitch
98e4a8a8:
Res:
- RunCommand
- RunCommand
Parent: 9babae9e
Rect:
- 40
- 40
- 294
- 317
- 41
- 0
Label: RunCommand
84da954f:
Res:
- AnalyticDB
- AnalyticDB
Parent: 9babae9e
Rect:
- 40
- 40
- 485
- 427
- 41
- 0
Label: AnalyticDB
b54f6886:
Res:
- AnalyticDBAccount
- AnalyticDBAccount
Parent: 9babae9e
Rect:
- 40
- 40
- 294
- 427
- 41
- 0
Label: AnalyticDBAccount
2b0f077d:
Parent: 9babae9e
Edge:
- b54f6886
- 84da954f
Line: 0:0:0:gray:0
fd373cae:
Edge:
- 4b618060
- 05953edd
Line: 0:0:0:gray:0
17a0da9a:
Parent: 9babae9e
Edge:
- 98e4a8a8
- 55c471fd
Line: 0:0:0:gray:0
ac531bf8:
Res:
- SecurityGroup
- SecurityGroup
Parent: e1dc5a9f
Rect:
- 124
- 112
- 443
- 292
- 10001
- 0
Label: SecurityGroup
55c471fd:
Res:
- EcsInstance
- EcsInstance
Parent: 9babae9e
Rect:
- 40
- 40
- 485
- 317
- 10002
- 0
Layer:
- ac531bf8
Label: EcsInstance