/
sagemaker_studio_codeartifact.yaml
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/
sagemaker_studio_codeartifact.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:
CoreNetworkingStackName:
Description: Name of the networking stack you created earlier
Type: String
SageMakerStudioUserProfileName:
Type: String
Description: SageMaker Studio User profile name
Default: default-user
CodeArtifactDomainName:
Description: Domain name for CodeArtifact
Type: String
Default: anycompany
UpstreamRepositoryName:
Description: Name of upstream public pypi repository
Type: String
Default: pypi-store
PrivateRepositoryName:
Description: Name of private pypi repository
Type: String
Default: private-pypi
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 '${CoreNetworkingStackName}-VPC'
UserProfile:
Type: AWS::SageMaker::UserProfile
Properties:
DomainId: !Ref StudioDomain
UserProfileName: !Ref SageMakerStudioUserProfileName
UserSettings:
ExecutionRole: !GetAtt SageMakerExecutionRole.Arn
JupyterServerAppSettings:
DefaultResourceSpec:
InstanceType: system
SageMakerImageArn:
Fn::Sub:
- 'arn:aws:sagemaker:${AWS::Region}:${AccountId}:image/jupyter-server-3'
- AccountId: !FindInMap [SageMakerImageRegionToAccountMap, !Ref 'AWS::Region', accountid]
JupyterServerApp:
Type: AWS::SageMaker::App
DependsOn: UserProfile
Properties:
AppName: default
AppType: JupyterServer
DomainId: !Ref StudioDomain
UserProfileName: !Ref SageMakerStudioUserProfileName
ResourceSpec:
SageMakerImageArn:
Fn::Sub:
- 'arn:aws:sagemaker:${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
- codeartifact.amazonaws.com
Action:
- sts:AssumeRole
Path: /
ManagedPolicyArns:
- arn:aws:iam::aws:policy/AmazonSageMakerFullAccess
- arn:aws:iam::aws:policy/AmazonS3FullAccess
- arn:aws:iam::aws:policy/AWSCodeArtifactAdminAccess
CodeArtifactBearerPolicy:
Type: AWS::IAM::Policy
Properties:
PolicyName: !Sub 'CodeArtifactBearer-${AWS::StackName}'
PolicyDocument:
Version: '2012-10-17'
Statement:
- Effect: Allow
Action:
- codeartifact:GetAuthorizationToken
Resource: !Sub 'arn:aws:codeartifact:${AWS::Region}:${AWS::AccountId}:domain/${CodeArtifactDomainName}'
- Effect: Allow
Action:
- sts:GetServiceBearerToken
Resource: '*'
Condition:
StringEquals:
sts:AWSServiceName: 'codeartifact.amazonaws.com'
Roles:
- !Ref SageMakerExecutionRole
MyCodeArtifactDomain:
Type: 'AWS::CodeArtifact::Domain'
Properties:
DomainName: !Ref CodeArtifactDomainName
MyCodeArtifactUpstreamRepository:
Type: 'AWS::CodeArtifact::Repository'
Properties:
RepositoryName: !Ref UpstreamRepositoryName
DomainName: !GetAtt MyCodeArtifactDomain.Name
ExternalConnections:
- public:pypi
MyCodeArtifactRepository:
Type: 'AWS::CodeArtifact::Repository'
Properties:
RepositoryName: !Ref PrivateRepositoryName
DomainName: !GetAtt MyCodeArtifactDomain.Name
Upstreams:
- !GetAtt MyCodeArtifactUpstreamRepository.Name
PermissionsPolicyDocument:
Version: '2012-10-17'
Statement:
Action:
- codeartifact:AssociateExternalConnection
- codeartifact:CopyPackageVersions
- codeartifact:DeletePackageVersions
- codeartifact:DeleteRepository
- codeartifact:DeleteRepositoryPermissionsPolicy
- codeartifact:DescribePackageVersion
- codeartifact:DescribeRepository
- codeartifact:DisassociateExternalConnection
- codeartifact:DisposePackageVersions
- codeartifact:GetPackageVersionReadme
- codeartifact:GetRepositoryEndpoint
- codeartifact:ListPackageVersionAssets
- codeartifact:ListPackageVersionDependencies
- codeartifact:ListPackageVersions
- codeartifact:ListPackages
- codeartifact:PublishPackageVersion
- codeartifact:PutPackageMetadata
- codeartifact:PutRepositoryPermissionsPolicy
- codeartifact:ReadFromRepository
- codeartifact:UpdatePackageVersionsStatus
- codeartifact:UpdateRepository
Resource: '*'
Effect: Allow
Principal:
AWS: !GetAtt SageMakerExecutionRole.Arn
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
ExecutionRoleArn:
Description: The Amazon Resource Name of the Amazon SageMaker Studio execution role attached to user profile
Value: !GetAtt SageMakerExecutionRole.Arn