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May 11, 2023 14:15
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sagemaker-studio-with-vpc.yaml
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AWSTemplateFormatVersion: '2010-09-09' | |
Description: VPC Mode with no internet access - Provision an Amazon SageMaker Studio domain, a user profile, and the JupyterServer app. | |
Parameters: | |
UserProfileName: | |
Type: String | |
Description: User profile name | |
Default: default-user | |
CoreNetworkingStackName: | |
Description: Name of the networking stack you created earlier | |
Type: String | |
Mappings: | |
SageMakerImageRegionToAccountMap: | |
us-east-1: | |
accountid: '081325390199' | |
us-east-2: | |
accountid: '429704687514' | |
us-west-1: | |
accountid: '742091327244' | |
us-west-2: | |
accountid: '236514542706' | |
af-south-1: | |
accountid: '559312083959' | |
ap-east-1: | |
accountid: '493642496378' | |
ap-south-1: | |
accountid: '394103062818' | |
ap-northeast-2: | |
accountid: '806072073708' | |
ap-southeast-1: | |
accountid: '492261229750' | |
ap-southeast-2: | |
accountid: '452832661640' | |
ap-northeast-1: | |
accountid: '102112518831' | |
ca-central-1: | |
accountid: '310906938811' | |
eu-central-1: | |
accountid: '936697816551' | |
eu-west-1: | |
accountid: '470317259841' | |
eu-west-2: | |
accountid: '712779665605' | |
eu-west-3: | |
accountid: '615547856133' | |
eu-north-1: | |
accountid: '243637512696' | |
eu-south-1: | |
accountid: '592751261982' | |
sa-east-1: | |
accountid: '782484402741' | |
Resources: | |
StudioDomain: | |
Type: AWS::SageMaker::Domain | |
Properties: | |
AuthMode: IAM | |
AppNetworkAccessType: "VpcOnly" | |
DefaultUserSettings: | |
ExecutionRole: !GetAtt SageMakerExecutionRole.Arn | |
SecurityGroups: | |
- Fn::ImportValue: | |
!Sub '${CoreNetworkingStackName}-SecurityGroup' | |
DomainName: !Sub '${AWS::StackName}' | |
SubnetIds: | |
- Fn::ImportValue: | |
!Sub '${CoreNetworkingStackName}-Subnet1' | |
- Fn::ImportValue: | |
!Sub '${CoreNetworkingStackName}-Subnet2' | |
VpcId: | |
Fn::ImportValue: | |
!Sub '${CoreNetworkingStackName}-VPC' | |
UserProfile: | |
Type: AWS::SageMaker::UserProfile | |
Properties: | |
DomainId: !Ref StudioDomain | |
UserProfileName: !Ref UserProfileName | |
UserSettings: | |
ExecutionRole: !GetAtt SageMakerExecutionRole.Arn | |
JupyterServerAppSettings: | |
DefaultResourceSpec: | |
InstanceType: system | |
SageMakerImageArn: | |
Fn::Sub: | |
- 'arn:aws:sagemaker:${AWS::Region}:${AccountId}:image/jupyter-server-3' | |
- AccountId: !FindInMap [SageMakerImageRegionToAccountMap, !Ref 'AWS::Region', accountid] | |
JupyterServerApp: | |
Type: AWS::SageMaker::App | |
DependsOn: UserProfile | |
Properties: | |
AppName: default | |
AppType: JupyterServer | |
DomainId: !Ref StudioDomain | |
UserProfileName: !Ref UserProfileName | |
ResourceSpec: | |
SageMakerImageArn: | |
Fn::Sub: | |
- 'arn:aws:sagemaker:${AWS::Region}:${AccountId}:image/jupyter-server-3' | |
- AccountId: !FindInMap [SageMakerImageRegionToAccountMap, !Ref 'AWS::Region', accountid] | |
SageMakerExecutionRole: | |
Type: AWS::IAM::Role | |
Properties: | |
RoleName: !Sub 'AmazonSageMakerExecutionRole-${AWS::StackName}' | |
AssumeRolePolicyDocument: | |
Version: '2012-10-17' | |
Statement: | |
- Effect: Allow | |
Principal: | |
Service: | |
- sagemaker.amazonaws.com | |
Action: | |
- sts:AssumeRole | |
Path: / | |
ManagedPolicyArns: | |
- arn:aws:iam::aws:policy/AmazonSageMakerFullAccess | |
- arn:aws:iam::aws:policy/AmazonS3FullAccess | |
Policies: | |
- PolicyName: !Sub 'PassRolePolicy-${AWS::StackName}' | |
PolicyDocument: | |
Version: '2012-10-17' | |
Statement: | |
- Effect: Allow | |
Action: | |
- iam:GetRole | |
- iam:PassRole | |
Resource: '*' | |
Outputs: | |
StudioDomainArn: | |
Description: The Amazon Resource Name of the Amazon SageMaker Studio domain | |
Value: !GetAtt StudioDomain.DomainArn | |
UserProfileArn: | |
Description: The Amazon Resource Name of the Amazon SageMaker Studio user profile | |
Value: !GetAtt UserProfile.UserProfileArn |
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