compute-nest-best-practice/pai/pai-dsw.yaml

ROSTemplateFormatVersion: '2015-09-01'
Description:
  zh-cn: 创建VPC、VSwitch、NAS文件系统，配置PAI工作空间、数据集，部署DSW实例，支持指定实例规格和工作空间名。
  en: Create VPC, VSwitch, and NAS file systems, configure PAI workspaces and datasets,
    deploy DSW instances with support for specifying instance specifications and workspace
    names.
Parameters:
  ZoneId:
    Type: String
    AssociationProperty: ALIYUN::ECS::Instance::ZoneId
    Label:
      en: VSwitch Availability Zone
      zh-cn: 交换机可用区
  # 新建ack所在的vpc的网段
  VpcCidrBlock:
    Type: String
    Label:
      en: VPC CIDR IPv4 Block
      zh-cn: 专有网络IPv4网段
    Description:
      zh-cn: VPC的ip地址段范围，<br>您可以使用以下的ip地址段或其子网:<br><font color='green'>[10.0.0.0/8]</font><br><font color='green'>[172.16.0.0/12]</font><br><font color='green'>[192.168.0.0/16]</font>
      en: 'The ip address range of the VPC in the CidrBlock form; <br>You can use the following ip address ranges and their subnets: <br><font color=''green''>[10.0.0.0/8]</font><br><font color=''green''>[172.16.0.0/12]</font><br><font color=''green''>[192.168.0.0/16]</font>'
    Default: 192.168.0.0/16
    AssociationProperty: ALIYUN::VPC::VPC::CidrBlock
  # 新建ack所在的交换机的网段
  VSwitchCidrBlock:
    Type: String
    Label:
      en: VSwitch CIDR Block
      zh-cn: 交换机子网网段
    Description:
      zh-cn: 必须属于VPC的子网段。
      en: Must belong to the subnet segment of VPC.
    Default: 192.168.1.0/24
    AssociationProperty: ALIYUN::VPC::VSwitch::CidrBlock
    AssociationPropertyMetadata:
      VpcCidrBlock: VpcCidrBlock
  InstanceSpec:
    Label:
      zh-cn: PAI实例的规格
      en: The ECS specification of the instance
    Type: String
    AllowedValues:
      - ecs.gn7i-c8g1.2xlarge
  WorkspaceName:
    Type: String
    Label:
      zh-cn: 工作空间名
      en: workspace name
Resources:
  # 新建vpc
  EcsVpc:
    Type: ALIYUN::ECS::VPC
    Properties:
      VpcName:
        Ref: ALIYUN::StackName
      CidrBlock:
        Ref: VpcCidrBlock
  # 新建vswitch
  EcsVSwitch:
    Type: ALIYUN::ECS::VSwitch
    Properties:
      VSwitchName:
        Ref: ALIYUN::StackName
      VpcId:
        Ref: EcsVpc
      ZoneId:
        Ref: ZoneId
      CidrBlock:
        Ref: VSwitchCidrBlock
  FileSystem:
    Type: ALIYUN::NAS::FileSystem
    Properties:
      # 协议类型
      ProtocolType: NFS
      # 存储类型
      StorageType: Capacity
      ZoneId:
        Ref: ZoneId
      VSwitchId:
        Ref: EcsVSwitch
      VpcId:
        Ref: EcsVpc
  Workspace:
    Type: 'ALIYUN::PAI::Workspace'
    Properties:
      EnvTypes:
        - prod
      Description: modelscope
      WorkspaceName:
        Ref: WorkspaceName
  Dataset:
    Type: 'ALIYUN::PAI::Dataset'
    Properties:
      DatasetName:
        Ref: ALIYUN::StackName
      DataSourceType: NAS
      WorkspaceId:
        'Fn::GetAtt':
          - Workspace
          - WorkspaceId
      Property: DIRECTORY
      Uri:
        Fn::Join:
          - ""
          - - nas://
            - Fn::GetAtt:
                - FileSystem
                - FileSystemId
            - .
            - Ref: ALIYUN::Region
            - /
  DSW:
    Type: 'ALIYUN::PaiDswApi::Instance'
    Properties:
      ImageUrl: registry.cn-beijing.aliyuncs.com/pai-dlc/pytorch-training:1.12-cpu-py39-ubuntu20.04
      WorkspaceId:
        'Fn::GetAtt':
          - Workspace
          - WorkspaceId
      InstanceName:
        Ref: 'ALIYUN::StackName'
      EcsSpec:
        Ref: InstanceSpec
      Datasets:
        - MountPath: /mnt
          DatasetId:
            Fn::GetAtt:
              - Dataset
              - DatasetId
Metadata:
  'ALIYUN::ROS::Interface':
    ParameterGroups:
      - Parameters:
          - WorkspaceName
          - InstanceSpec
        Label:
          default: PAI
      - Parameters:
          - ZoneId
        Label:
          default:
            zh-cn: 可用区配置
            en: Zone Configuration
      - Parameters:
          - VpcCidrBlock
          - VSwitchCidrBlock
        Label:
          default:
            zh-cn: 选择网络配置
            en: Choose existing Infrastructure Configuration
Outputs:
  InstanceId:
    Description:
      zh-cn: 实例id
      en: instance id
    Value:
      'Fn::GetAtt':
        - DSW
        - InstanceId
  WorkspaceId:
    Description:
      zh-cn: 工作空间的ID
      en: The ID of the workspace.
    Value:
      'Fn::GetAtt':
        - Workspace
        - WorkspaceId
  Creator:
    Description:
      zh-cn: 创建者的用户ID
      en: The user ID of the creator.
    Value:
      'Fn::GetAtt':
        - Workspace
        - Creator