Amazon SageMaker Service

{'DefaultSpaceSettings': {'CustomFileSystemConfigs': {'S3FileSystemConfig': {'MountPath': 'string',
                                                                             'S3Uri': 'string'}}},
 'DefaultUserSettings': {'CustomFileSystemConfigs': {'S3FileSystemConfig': {'MountPath': 'string',
                                                                            'S3Uri': 'string'}}}}

Creates a Domain. A domain consists of an associated Amazon Elastic File System volume, a list of authorized users, and a variety of security, application, policy, and Amazon Virtual Private Cloud (VPC) configurations. Users within a domain can share notebook files and other artifacts with each other.

EFS storage

When a domain is created, an EFS volume is created for use by all of the users within the domain. Each user receives a private home directory within the EFS volume for notebooks, Git repositories, and data files.

SageMaker AI uses the Amazon Web Services Key Management Service (Amazon Web Services KMS) to encrypt the EFS volume attached to the domain with an Amazon Web Services managed key by default. For more control, you can specify a customer managed key. For more information, see Protect Data at Rest Using Encryption.

VPC configuration

All traffic between the domain and the Amazon EFS volume is through the specified VPC and subnets. For other traffic, you can specify the AppNetworkAccessType parameter. AppNetworkAccessType corresponds to the network access type that you choose when you onboard to the domain. The following options are available:

• PublicInternetOnly - Non-EFS traffic goes through a VPC managed by Amazon SageMaker AI, which allows internet access. This is the default value.

• VpcOnly - All traffic is through the specified VPC and subnets. Internet access is disabled by default. To allow internet access, you must specify a NAT gateway. When internet access is disabled, you won't be able to run a Amazon SageMaker AI Studio notebook or to train or host models unless your VPC has an interface endpoint to the SageMaker AI API and runtime or a NAT gateway and your security groups allow outbound connections.

For more information, see Connect Amazon SageMaker AI Studio Notebooks to Resources in a VPC.

See also: AWS API Documentation

Request Syntax

client.create_domain(
    DomainName='string',
    AuthMode='SSO'|'IAM',
    DefaultUserSettings={
        'ExecutionRole': 'string',
        'SecurityGroups': [
            'string',
        ],
        'SharingSettings': {
            'NotebookOutputOption': 'Allowed'|'Disabled',
            'S3OutputPath': 'string',
            'S3KmsKeyId': 'string'
        },
        'JupyterServerAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'LifecycleConfigArns': [
                'string',
            ],
            'CodeRepositories': [
                {
                    'RepositoryUrl': 'string'
                },
            ]
        },
        'KernelGatewayAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'CustomImages': [
                {
                    'ImageName': 'string',
                    'ImageVersionNumber': 123,
                    'AppImageConfigName': 'string'
                },
            ],
            'LifecycleConfigArns': [
                'string',
            ]
        },
        'TensorBoardAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            }
        },
        'RStudioServerProAppSettings': {
            'AccessStatus': 'ENABLED'|'DISABLED',
            'UserGroup': 'R_STUDIO_ADMIN'|'R_STUDIO_USER'
        },
        'RSessionAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
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                'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
            ],
            'HiddenSageMakerImageVersionAliases': [
                {
                    'SageMakerImageName': 'sagemaker_distribution',
                    'VersionAliases': [
                        'string',
                    ]
                },
            ]
        },
        'AutoMountHomeEFS': 'Enabled'|'Disabled'|'DefaultAsDomain'
    },
    DomainSettings={
        'SecurityGroupIds': [
            'string',
        ],
        'RStudioServerProDomainSettings': {
            'DomainExecutionRoleArn': 'string',
            'RStudioConnectUrl': 'string',
            'RStudioPackageManagerUrl': 'string',
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            }
        },
        'ExecutionRoleIdentityConfig': 'USER_PROFILE_NAME'|'DISABLED',
        'DockerSettings': {
            'EnableDockerAccess': 'ENABLED'|'DISABLED',
            'VpcOnlyTrustedAccounts': [
                'string',
            ]
        },
        'AmazonQSettings': {
            'Status': 'ENABLED'|'DISABLED',
            'QProfileArn': 'string'
        },
        'UnifiedStudioSettings': {
            'StudioWebPortalAccess': 'ENABLED'|'DISABLED',
            'DomainAccountId': 'string',
            'DomainRegion': 'string',
            'DomainId': 'string',
            'ProjectId': 'string',
            'EnvironmentId': 'string',
            'ProjectS3Path': 'string',
            'SingleSignOnApplicationArn': 'string'
        }
    },
    SubnetIds=[
        'string',
    ],
    VpcId='string',
    Tags=[
        {
            'Key': 'string',
            'Value': 'string'
        },
    ],
    AppNetworkAccessType='PublicInternetOnly'|'VpcOnly',
    HomeEfsFileSystemKmsKeyId='string',
    KmsKeyId='string',
    AppSecurityGroupManagement='Service'|'Customer',
    TagPropagation='ENABLED'|'DISABLED',
    DefaultSpaceSettings={
        'ExecutionRole': 'string',
        'SecurityGroups': [
            'string',
        ],
        'JupyterServerAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'LifecycleConfigArns': [
                'string',
            ],
            'CodeRepositories': [
                {
                    'RepositoryUrl': 'string'
                },
            ]
        },
        'KernelGatewayAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'CustomImages': [
                {
                    'ImageName': 'string',
                    'ImageVersionNumber': 123,
                    'AppImageConfigName': 'string'
                },
            ],
            'LifecycleConfigArns': [
                'string',
            ]
        },
        'JupyterLabAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'CustomImages': [
                {
                    'ImageName': 'string',
                    'ImageVersionNumber': 123,
                    'AppImageConfigName': 'string'
                },
            ],
            'LifecycleConfigArns': [
                'string',
            ],
            'CodeRepositories': [
                {
                    'RepositoryUrl': 'string'
                },
            ],
            'AppLifecycleManagement': {
                'IdleSettings': {
                    'LifecycleManagement': 'ENABLED'|'DISABLED',
                    'IdleTimeoutInMinutes': 123,
                    'MinIdleTimeoutInMinutes': 123,
                    'MaxIdleTimeoutInMinutes': 123
                }
            },
            'EmrSettings': {
                'AssumableRoleArns': [
                    'string',
                ],
                'ExecutionRoleArns': [
                    'string',
                ]
            },
            'BuiltInLifecycleConfigArn': 'string'
        },
        'SpaceStorageSettings': {
            'DefaultEbsStorageSettings': {
                'DefaultEbsVolumeSizeInGb': 123,
                'MaximumEbsVolumeSizeInGb': 123
            }
        },
        'CustomPosixUserConfig': {
            'Uid': 123,
            'Gid': 123
        },
        'CustomFileSystemConfigs': [
            {
                'EFSFileSystemConfig': {
                    'FileSystemId': 'string',
                    'FileSystemPath': 'string'
                },
                'FSxLustreFileSystemConfig': {
                    'FileSystemId': 'string',
                    'FileSystemPath': 'string'
                },
                'S3FileSystemConfig': {
                    'MountPath': 'string',
                    'S3Uri': 'string'
                }
            },
        ]
    }
)

type DomainName:

string

param DomainName:

[REQUIRED]

A name for the domain.

type AuthMode:

string

param AuthMode:

[REQUIRED]

The mode of authentication that members use to access the domain.

type DefaultUserSettings:

dict

param DefaultUserSettings:

[REQUIRED]

The default settings to use to create a user profile when UserSettings isn't specified in the call to the CreateUserProfile API.

SecurityGroups is aggregated when specified in both calls. For all other settings in UserSettings, the values specified in CreateUserProfile take precedence over those specified in CreateDomain.

• ExecutionRole (string) --

  The execution role for the user.

  SageMaker applies this setting only to private spaces that the user creates in the domain. SageMaker doesn't apply this setting to shared spaces.

• SecurityGroups (list) --

  The security groups for the Amazon Virtual Private Cloud (VPC) that the domain uses for communication.

  Optional when the CreateDomain.AppNetworkAccessType parameter is set to PublicInternetOnly.

  Required when the CreateDomain.AppNetworkAccessType parameter is set to VpcOnly, unless specified as part of the DefaultUserSettings for the domain.

  Amazon SageMaker AI adds a security group to allow NFS traffic from Amazon SageMaker AI Studio. Therefore, the number of security groups that you can specify is one less than the maximum number shown.

  SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

  • (string) --

• SharingSettings (dict) --

  Specifies options for sharing Amazon SageMaker AI Studio notebooks.

  • NotebookOutputOption (string) --

    Whether to include the notebook cell output when sharing the notebook. The default is Disabled.

  • S3OutputPath (string) --

    When NotebookOutputOption is Allowed, the Amazon S3 bucket used to store the shared notebook snapshots.

  • S3KmsKeyId (string) --

    When NotebookOutputOption is Allowed, the Amazon Web Services Key Management Service (KMS) encryption key ID used to encrypt the notebook cell output in the Amazon S3 bucket.

• JupyterServerAppSettings (dict) --

  The Jupyter server's app settings.

  • DefaultResourceSpec (dict) --

    The default instance type and the Amazon Resource Name (ARN) of the default SageMaker AI image used by the JupyterServer app. If you use the LifecycleConfigArns parameter, then this parameter is also required.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • LifecycleConfigArns (list) --

    The Amazon Resource Name (ARN) of the Lifecycle Configurations attached to the JupyterServerApp. If you use this parameter, the DefaultResourceSpec parameter is also required.

    • (string) --

  • CodeRepositories (list) --

    A list of Git repositories that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

    • (dict) --

      A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

      • RepositoryUrl (string) -- [REQUIRED]

        The URL of the Git repository.

• KernelGatewayAppSettings (dict) --

  The kernel gateway app settings.

  • DefaultResourceSpec (dict) --

    The default instance type and the Amazon Resource Name (ARN) of the default SageMaker AI image used by the KernelGateway app.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • CustomImages (list) --

    A list of custom SageMaker AI images that are configured to run as a KernelGateway app.

    The maximum number of custom images are as follows.

    • On a domain level: 200

    • On a space level: 5

    • On a user profile level: 5

    • (dict) --

      A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

      • ImageName (string) -- [REQUIRED]

        The name of the CustomImage. Must be unique to your account.

      • ImageVersionNumber (integer) --

        The version number of the CustomImage.

      • AppImageConfigName (string) -- [REQUIRED]

        The name of the AppImageConfig.

  • LifecycleConfigArns (list) --

    The Amazon Resource Name (ARN) of the Lifecycle Configurations attached to the the user profile or domain.

    • (string) --

• TensorBoardAppSettings (dict) --

  The TensorBoard app settings.

  • DefaultResourceSpec (dict) --

    The default instance type and the Amazon Resource Name (ARN) of the SageMaker AI image created on the instance.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

• RStudioServerProAppSettings (dict) --

  A collection of settings that configure user interaction with the RStudioServerPro app.

  • AccessStatus (string) --

    Indicates whether the current user has access to the RStudioServerPro app.

  • UserGroup (string) --

    The level of permissions that the user has within the RStudioServerPro app. This value defaults to User. The Admin value allows the user access to the RStudio Administrative Dashboard.

• RSessionAppSettings (dict) --

  A collection of settings that configure the RSessionGateway app.

  • DefaultResourceSpec (dict) --

    Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • CustomImages (list) --

    A list of custom SageMaker AI images that are configured to run as a RSession app.

    • (dict) --

      A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

      • ImageName (string) -- [REQUIRED]

        The name of the CustomImage. Must be unique to your account.

      • ImageVersionNumber (integer) --

        The version number of the CustomImage.

      • AppImageConfigName (string) -- [REQUIRED]

        The name of the AppImageConfig.

• CanvasAppSettings (dict) --

  The Canvas app settings.

  SageMaker applies these settings only to private spaces that SageMaker creates for the Canvas app.

  • TimeSeriesForecastingSettings (dict) --

    Time series forecast settings for the SageMaker Canvas application.

    • Status (string) --

      Describes whether time series forecasting is enabled or disabled in the Canvas application.

    • AmazonForecastRoleArn (string) --

      The IAM role that Canvas passes to Amazon Forecast for time series forecasting. By default, Canvas uses the execution role specified in the UserProfile that launches the Canvas application. If an execution role is not specified in the UserProfile, Canvas uses the execution role specified in the Domain that owns the UserProfile. To allow time series forecasting, this IAM role should have the AmazonSageMakerCanvasForecastAccess policy attached and forecast.amazonaws.com added in the trust relationship as a service principal.

  • ModelRegisterSettings (dict) --

    The model registry settings for the SageMaker Canvas application.

    • Status (string) --

      Describes whether the integration to the model registry is enabled or disabled in the Canvas application.

    • CrossAccountModelRegisterRoleArn (string) --

      The Amazon Resource Name (ARN) of the SageMaker model registry account. Required only to register model versions created by a different SageMaker Canvas Amazon Web Services account than the Amazon Web Services account in which SageMaker model registry is set up.

  • WorkspaceSettings (dict) --

    The workspace settings for the SageMaker Canvas application.

    • S3ArtifactPath (string) --

      The Amazon S3 bucket used to store artifacts generated by Canvas. Updating the Amazon S3 location impacts existing configuration settings, and Canvas users no longer have access to their artifacts. Canvas users must log out and log back in to apply the new location.

    • S3KmsKeyId (string) --

      The Amazon Web Services Key Management Service (KMS) encryption key ID that is used to encrypt artifacts generated by Canvas in the Amazon S3 bucket.

  • IdentityProviderOAuthSettings (list) --

    The settings for connecting to an external data source with OAuth.

    • (dict) --

      The Amazon SageMaker Canvas application setting where you configure OAuth for connecting to an external data source, such as Snowflake.

      • DataSourceName (string) --

        The name of the data source that you're connecting to. Canvas currently supports OAuth for Snowflake and Salesforce Data Cloud.

      • Status (string) --

        Describes whether OAuth for a data source is enabled or disabled in the Canvas application.

      • SecretArn (string) --

        The ARN of an Amazon Web Services Secrets Manager secret that stores the credentials from your identity provider, such as the client ID and secret, authorization URL, and token URL.

  • DirectDeploySettings (dict) --

    The model deployment settings for the SageMaker Canvas application.

    • Status (string) --

      Describes whether model deployment permissions are enabled or disabled in the Canvas application.

  • KendraSettings (dict) --

    The settings for document querying.

    • Status (string) --

      Describes whether the document querying feature is enabled or disabled in the Canvas application.

  • GenerativeAiSettings (dict) --

    The generative AI settings for the SageMaker Canvas application.

    • AmazonBedrockRoleArn (string) --

      The ARN of an Amazon Web Services IAM role that allows fine-tuning of large language models (LLMs) in Amazon Bedrock. The IAM role should have Amazon S3 read and write permissions, as well as a trust relationship that establishes bedrock.amazonaws.com as a service principal.

  • EmrServerlessSettings (dict) --

    The settings for running Amazon EMR Serverless data processing jobs in SageMaker Canvas.

    • ExecutionRoleArn (string) --

      The Amazon Resource Name (ARN) of the Amazon Web Services IAM role that is assumed for running Amazon EMR Serverless jobs in SageMaker Canvas. This role should have the necessary permissions to read and write data attached and a trust relationship with EMR Serverless.

    • Status (string) --

      Describes whether Amazon EMR Serverless job capabilities are enabled or disabled in the SageMaker Canvas application.

• CodeEditorAppSettings (dict) --

  The Code Editor application settings.

  SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

  • DefaultResourceSpec (dict) --

    Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • CustomImages (list) --

    A list of custom SageMaker images that are configured to run as a Code Editor app.

    • (dict) --

      A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

      • ImageName (string) -- [REQUIRED]

        The name of the CustomImage. Must be unique to your account.

      • ImageVersionNumber (integer) --

        The version number of the CustomImage.

      • AppImageConfigName (string) -- [REQUIRED]

        The name of the AppImageConfig.

  • LifecycleConfigArns (list) --

    The Amazon Resource Name (ARN) of the Code Editor application lifecycle configuration.

    • (string) --

  • AppLifecycleManagement (dict) --

    Settings that are used to configure and manage the lifecycle of CodeEditor applications.

    • IdleSettings (dict) --

      Settings related to idle shutdown of Studio applications.

      • LifecycleManagement (string) --

        Indicates whether idle shutdown is activated for the application type.

      • IdleTimeoutInMinutes (integer) --

        The time that SageMaker waits after the application becomes idle before shutting it down.

      • MinIdleTimeoutInMinutes (integer) --

        The minimum value in minutes that custom idle shutdown can be set to by the user.

      • MaxIdleTimeoutInMinutes (integer) --

        The maximum value in minutes that custom idle shutdown can be set to by the user.

  • BuiltInLifecycleConfigArn (string) --

    The lifecycle configuration that runs before the default lifecycle configuration. It can override changes made in the default lifecycle configuration.

• JupyterLabAppSettings (dict) --

  The settings for the JupyterLab application.

  SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

  • DefaultResourceSpec (dict) --

    Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • CustomImages (list) --

    A list of custom SageMaker images that are configured to run as a JupyterLab app.

    • (dict) --

      A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

      • ImageName (string) -- [REQUIRED]

        The name of the CustomImage. Must be unique to your account.

      • ImageVersionNumber (integer) --

        The version number of the CustomImage.

      • AppImageConfigName (string) -- [REQUIRED]

        The name of the AppImageConfig.

  • LifecycleConfigArns (list) --

    The Amazon Resource Name (ARN) of the lifecycle configurations attached to the user profile or domain. To remove a lifecycle config, you must set LifecycleConfigArns to an empty list.

    • (string) --

  • CodeRepositories (list) --

    A list of Git repositories that SageMaker automatically displays to users for cloning in the JupyterLab application.

    • (dict) --

      A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

      • RepositoryUrl (string) -- [REQUIRED]

        The URL of the Git repository.

  • AppLifecycleManagement (dict) --

    Indicates whether idle shutdown is activated for JupyterLab applications.

    • IdleSettings (dict) --

      Settings related to idle shutdown of Studio applications.

      • LifecycleManagement (string) --

        Indicates whether idle shutdown is activated for the application type.

      • IdleTimeoutInMinutes (integer) --

        The time that SageMaker waits after the application becomes idle before shutting it down.

      • MinIdleTimeoutInMinutes (integer) --

        The minimum value in minutes that custom idle shutdown can be set to by the user.

      • MaxIdleTimeoutInMinutes (integer) --

        The maximum value in minutes that custom idle shutdown can be set to by the user.

  • EmrSettings (dict) --

    The configuration parameters that specify the IAM roles assumed by the execution role of SageMaker (assumable roles) and the cluster instances or job execution environments (execution roles or runtime roles) to manage and access resources required for running Amazon EMR clusters or Amazon EMR Serverless applications.

    • AssumableRoleArns (list) --

      An array of Amazon Resource Names (ARNs) of the IAM roles that the execution role of SageMaker can assume for performing operations or tasks related to Amazon EMR clusters or Amazon EMR Serverless applications. These roles define the permissions and access policies required when performing Amazon EMR-related operations, such as listing, connecting to, or terminating Amazon EMR clusters or Amazon EMR Serverless applications. They are typically used in cross-account access scenarios, where the Amazon EMR resources (clusters or serverless applications) are located in a different Amazon Web Services account than the SageMaker domain.

      • (string) --

    • ExecutionRoleArns (list) --

      An array of Amazon Resource Names (ARNs) of the IAM roles used by the Amazon EMR cluster instances or job execution environments to access other Amazon Web Services services and resources needed during the runtime of your Amazon EMR or Amazon EMR Serverless workloads, such as Amazon S3 for data access, Amazon CloudWatch for logging, or other Amazon Web Services services based on the particular workload requirements.

      • (string) --

  • BuiltInLifecycleConfigArn (string) --

    The lifecycle configuration that runs before the default lifecycle configuration. It can override changes made in the default lifecycle configuration.

• SpaceStorageSettings (dict) --

  The storage settings for a space.

  SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

  • DefaultEbsStorageSettings (dict) --

    The default EBS storage settings for a space.

    • DefaultEbsVolumeSizeInGb (integer) -- [REQUIRED]

      The default size of the EBS storage volume for a space.

    • MaximumEbsVolumeSizeInGb (integer) -- [REQUIRED]

      The maximum size of the EBS storage volume for a space.

• DefaultLandingUri (string) --

  The default experience that the user is directed to when accessing the domain. The supported values are:

  • studio::: Indicates that Studio is the default experience. This value can only be passed if StudioWebPortal is set to ENABLED.

  • app:JupyterServer:: Indicates that Studio Classic is the default experience.

• StudioWebPortal (string) --

  Whether the user can access Studio. If this value is set to DISABLED, the user cannot access Studio, even if that is the default experience for the domain.

• CustomPosixUserConfig (dict) --

  Details about the POSIX identity that is used for file system operations.

  SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

  • Uid (integer) -- [REQUIRED]

    The POSIX user ID.

  • Gid (integer) -- [REQUIRED]

    The POSIX group ID.

• CustomFileSystemConfigs (list) --

  The settings for assigning a custom file system to a user profile. Permitted users can access this file system in Amazon SageMaker AI Studio.

  SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

  • (dict) --

    The settings for assigning a custom file system to a user profile or space for an Amazon SageMaker AI Domain. Permitted users can access this file system in Amazon SageMaker AI Studio.

    • EFSFileSystemConfig (dict) --

      The settings for a custom Amazon EFS file system.

      • FileSystemId (string) -- [REQUIRED]

        The ID of your Amazon EFS file system.

      • FileSystemPath (string) --

        The path to the file system directory that is accessible in Amazon SageMaker AI Studio. Permitted users can access only this directory and below.

    • FSxLustreFileSystemConfig (dict) --

      The settings for a custom Amazon FSx for Lustre file system.

      • FileSystemId (string) -- [REQUIRED]

        The globally unique, 17-digit, ID of the file system, assigned by Amazon FSx for Lustre.

      • FileSystemPath (string) --

        The path to the file system directory that is accessible in Amazon SageMaker Studio. Permitted users can access only this directory and below.

    • S3FileSystemConfig (dict) --

      Configuration settings for a custom Amazon S3 file system.

      • MountPath (string) --

        The file system path where the Amazon S3 storage location will be mounted within the Amazon SageMaker Studio environment.

      • S3Uri (string) --

        The Amazon S3 URI of the S3 file system configuration.

• StudioWebPortalSettings (dict) --

  Studio settings. If these settings are applied on a user level, they take priority over the settings applied on a domain level.

  • HiddenMlTools (list) --

    The machine learning tools that are hidden from the Studio left navigation pane.

    • (string) --

  • HiddenAppTypes (list) --

    The Applications supported in Studio that are hidden from the Studio left navigation pane.

    • (string) --

  • HiddenInstanceTypes (list) --

    The instance types you are hiding from the Studio user interface.

    • (string) --

  • HiddenSageMakerImageVersionAliases (list) --

    The version aliases you are hiding from the Studio user interface.

    • (dict) --

      The SageMaker images that are hidden from the Studio user interface. You must specify the SageMaker image name and version aliases.

      • SageMakerImageName (string) --

        The SageMaker image name that you are hiding from the Studio user interface.

      • VersionAliases (list) --

        The version aliases you are hiding from the Studio user interface.

        • (string) --

• AutoMountHomeEFS (string) --

  Indicates whether auto-mounting of an EFS volume is supported for the user profile. The DefaultAsDomain value is only supported for user profiles. Do not use the DefaultAsDomain value when setting this parameter for a domain.

  SageMaker applies this setting only to private spaces that the user creates in the domain. SageMaker doesn't apply this setting to shared spaces.

type DomainSettings:

dict

param DomainSettings:

A collection of Domain settings.

• SecurityGroupIds (list) --

  The security groups for the Amazon Virtual Private Cloud that the Domain uses for communication between Domain-level apps and user apps.

  • (string) --

• RStudioServerProDomainSettings (dict) --

  A collection of settings that configure the RStudioServerPro Domain-level app.

  • DomainExecutionRoleArn (string) -- [REQUIRED]

    The ARN of the execution role for the RStudioServerPro Domain-level app.

  • RStudioConnectUrl (string) --

    A URL pointing to an RStudio Connect server.

  • RStudioPackageManagerUrl (string) --

    A URL pointing to an RStudio Package Manager server.

  • DefaultResourceSpec (dict) --

    Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

• ExecutionRoleIdentityConfig (string) --

  The configuration for attaching a SageMaker AI user profile name to the execution role as a sts:SourceIdentity key.

• DockerSettings (dict) --

  A collection of settings that configure the domain's Docker interaction.

  • EnableDockerAccess (string) --

    Indicates whether the domain can access Docker.

  • VpcOnlyTrustedAccounts (list) --

    The list of Amazon Web Services accounts that are trusted when the domain is created in VPC-only mode.

    • (string) --

• AmazonQSettings (dict) --

  A collection of settings that configure the Amazon Q experience within the domain. The AuthMode that you use to create the domain must be SSO.

  • Status (string) --

    Whether Amazon Q has been enabled within the domain.

  • QProfileArn (string) --

    The ARN of the Amazon Q profile used within the domain.

• UnifiedStudioSettings (dict) --

  The settings that apply to an SageMaker AI domain when you use it in Amazon SageMaker Unified Studio.

  • StudioWebPortalAccess (string) --

    Sets whether you can access the domain in Amazon SageMaker Studio:

    ENABLED

    You can access the domain in Amazon SageMaker Studio. If you migrate the domain to Amazon SageMaker Unified Studio, you can access it in both studio interfaces.

    DISABLED

    You can't access the domain in Amazon SageMaker Studio. If you migrate the domain to Amazon SageMaker Unified Studio, you can access it only in that studio interface.

    To migrate a domain to Amazon SageMaker Unified Studio, you specify the UnifiedStudioSettings data type when you use the UpdateDomain action.

  • DomainAccountId (string) --

    The ID of the Amazon Web Services account that has the Amazon SageMaker Unified Studio domain. The default value, if you don't specify an ID, is the ID of the account that has the Amazon SageMaker AI domain.

  • DomainRegion (string) --

    The Amazon Web Services Region where the domain is located in Amazon SageMaker Unified Studio. The default value, if you don't specify a Region, is the Region where the Amazon SageMaker AI domain is located.

  • DomainId (string) --

    The ID of the Amazon SageMaker Unified Studio domain associated with this domain.

  • ProjectId (string) --

    The ID of the Amazon SageMaker Unified Studio project that corresponds to the domain.

  • EnvironmentId (string) --

    The ID of the environment that Amazon SageMaker Unified Studio associates with the domain.

  • ProjectS3Path (string) --

    The location where Amazon S3 stores temporary execution data and other artifacts for the project that corresponds to the domain.

  • SingleSignOnApplicationArn (string) --

    The ARN of the application managed by SageMaker AI and SageMaker Unified Studio in the Amazon Web Services IAM Identity Center.

type SubnetIds:

list

param SubnetIds:

The VPC subnets that the domain uses for communication.

The field is optional when the AppNetworkAccessType parameter is set to PublicInternetOnly for domains created from Amazon SageMaker Unified Studio.

• (string) --

type VpcId:

string

param VpcId:

The ID of the Amazon Virtual Private Cloud (VPC) that the domain uses for communication.

The field is optional when the AppNetworkAccessType parameter is set to PublicInternetOnly for domains created from Amazon SageMaker Unified Studio.

type Tags:

list

param Tags:

Tags to associated with the Domain. Each tag consists of a key and an optional value. Tag keys must be unique per resource. Tags are searchable using the Search API.

Tags that you specify for the Domain are also added to all Apps that the Domain launches.

• (dict) --

  A tag object that consists of a key and an optional value, used to manage metadata for SageMaker Amazon Web Services resources.

  You can add tags to notebook instances, training jobs, hyperparameter tuning jobs, batch transform jobs, models, labeling jobs, work teams, endpoint configurations, and endpoints. For more information on adding tags to SageMaker resources, see AddTags.

  For more information on adding metadata to your Amazon Web Services resources with tagging, see Tagging Amazon Web Services resources. For advice on best practices for managing Amazon Web Services resources with tagging, see Tagging Best Practices: Implement an Effective Amazon Web Services Resource Tagging Strategy.

  • Key (string) -- [REQUIRED]

    The tag key. Tag keys must be unique per resource.

  • Value (string) -- [REQUIRED]

    The tag value.

type AppNetworkAccessType:

string

param AppNetworkAccessType:

Specifies the VPC used for non-EFS traffic. The default value is PublicInternetOnly.

• PublicInternetOnly - Non-EFS traffic is through a VPC managed by Amazon SageMaker AI, which allows direct internet access

• VpcOnly - All traffic is through the specified VPC and subnets

type HomeEfsFileSystemKmsKeyId:

string

param HomeEfsFileSystemKmsKeyId:

Use KmsKeyId.

type KmsKeyId:

string

param KmsKeyId:

SageMaker AI uses Amazon Web Services KMS to encrypt EFS and EBS volumes attached to the domain with an Amazon Web Services managed key by default. For more control, specify a customer managed key.

type AppSecurityGroupManagement:

string

param AppSecurityGroupManagement:

The entity that creates and manages the required security groups for inter-app communication in VPCOnly mode. Required when CreateDomain.AppNetworkAccessType is VPCOnly and DomainSettings.RStudioServerProDomainSettings.DomainExecutionRoleArn is provided. If setting up the domain for use with RStudio, this value must be set to Service.

type TagPropagation:

string

param TagPropagation:

Indicates whether custom tag propagation is supported for the domain. Defaults to DISABLED.

type DefaultSpaceSettings:

dict

param DefaultSpaceSettings:

The default settings for shared spaces that users create in the domain.

• ExecutionRole (string) --

  The ARN of the execution role for the space.

• SecurityGroups (list) --

  The security group IDs for the Amazon VPC that the space uses for communication.

  • (string) --

• JupyterServerAppSettings (dict) --

  The JupyterServer app settings.

  • DefaultResourceSpec (dict) --

    The default instance type and the Amazon Resource Name (ARN) of the default SageMaker AI image used by the JupyterServer app. If you use the LifecycleConfigArns parameter, then this parameter is also required.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • LifecycleConfigArns (list) --

    The Amazon Resource Name (ARN) of the Lifecycle Configurations attached to the JupyterServerApp. If you use this parameter, the DefaultResourceSpec parameter is also required.

    • (string) --

  • CodeRepositories (list) --

    A list of Git repositories that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

    • (dict) --

      A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

      • RepositoryUrl (string) -- [REQUIRED]

        The URL of the Git repository.

• KernelGatewayAppSettings (dict) --

  The KernelGateway app settings.

  • DefaultResourceSpec (dict) --

    The default instance type and the Amazon Resource Name (ARN) of the default SageMaker AI image used by the KernelGateway app.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • CustomImages (list) --

    A list of custom SageMaker AI images that are configured to run as a KernelGateway app.

    The maximum number of custom images are as follows.

    • On a domain level: 200

    • On a space level: 5

    • On a user profile level: 5

    • (dict) --

      A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

      • ImageName (string) -- [REQUIRED]

        The name of the CustomImage. Must be unique to your account.

      • ImageVersionNumber (integer) --

        The version number of the CustomImage.

      • AppImageConfigName (string) -- [REQUIRED]

        The name of the AppImageConfig.

  • LifecycleConfigArns (list) --

    The Amazon Resource Name (ARN) of the Lifecycle Configurations attached to the the user profile or domain.

    • (string) --

• JupyterLabAppSettings (dict) --

  The settings for the JupyterLab application.

  • DefaultResourceSpec (dict) --

    Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • CustomImages (list) --

    A list of custom SageMaker images that are configured to run as a JupyterLab app.

    • (dict) --

      A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

      • ImageName (string) -- [REQUIRED]

        The name of the CustomImage. Must be unique to your account.

      • ImageVersionNumber (integer) --

        The version number of the CustomImage.

      • AppImageConfigName (string) -- [REQUIRED]

        The name of the AppImageConfig.

  • LifecycleConfigArns (list) --

    The Amazon Resource Name (ARN) of the lifecycle configurations attached to the user profile or domain. To remove a lifecycle config, you must set LifecycleConfigArns to an empty list.

    • (string) --

  • CodeRepositories (list) --

    A list of Git repositories that SageMaker automatically displays to users for cloning in the JupyterLab application.

    • (dict) --

      A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

      • RepositoryUrl (string) -- [REQUIRED]

        The URL of the Git repository.

  • AppLifecycleManagement (dict) --

    Indicates whether idle shutdown is activated for JupyterLab applications.

    • IdleSettings (dict) --

      Settings related to idle shutdown of Studio applications.

      • LifecycleManagement (string) --

        Indicates whether idle shutdown is activated for the application type.

      • IdleTimeoutInMinutes (integer) --

        The time that SageMaker waits after the application becomes idle before shutting it down.

      • MinIdleTimeoutInMinutes (integer) --

        The minimum value in minutes that custom idle shutdown can be set to by the user.

      • MaxIdleTimeoutInMinutes (integer) --

        The maximum value in minutes that custom idle shutdown can be set to by the user.

  • EmrSettings (dict) --

    The configuration parameters that specify the IAM roles assumed by the execution role of SageMaker (assumable roles) and the cluster instances or job execution environments (execution roles or runtime roles) to manage and access resources required for running Amazon EMR clusters or Amazon EMR Serverless applications.

    • AssumableRoleArns (list) --

      An array of Amazon Resource Names (ARNs) of the IAM roles that the execution role of SageMaker can assume for performing operations or tasks related to Amazon EMR clusters or Amazon EMR Serverless applications. These roles define the permissions and access policies required when performing Amazon EMR-related operations, such as listing, connecting to, or terminating Amazon EMR clusters or Amazon EMR Serverless applications. They are typically used in cross-account access scenarios, where the Amazon EMR resources (clusters or serverless applications) are located in a different Amazon Web Services account than the SageMaker domain.

      • (string) --

    • ExecutionRoleArns (list) --

      An array of Amazon Resource Names (ARNs) of the IAM roles used by the Amazon EMR cluster instances or job execution environments to access other Amazon Web Services services and resources needed during the runtime of your Amazon EMR or Amazon EMR Serverless workloads, such as Amazon S3 for data access, Amazon CloudWatch for logging, or other Amazon Web Services services based on the particular workload requirements.

      • (string) --

  • BuiltInLifecycleConfigArn (string) --

    The lifecycle configuration that runs before the default lifecycle configuration. It can override changes made in the default lifecycle configuration.

• SpaceStorageSettings (dict) --

  The default storage settings for a space.

  • DefaultEbsStorageSettings (dict) --

    The default EBS storage settings for a space.

    • DefaultEbsVolumeSizeInGb (integer) -- [REQUIRED]

      The default size of the EBS storage volume for a space.

    • MaximumEbsVolumeSizeInGb (integer) -- [REQUIRED]

      The maximum size of the EBS storage volume for a space.

• CustomPosixUserConfig (dict) --

  Details about the POSIX identity that is used for file system operations.

  • Uid (integer) -- [REQUIRED]

    The POSIX user ID.

  • Gid (integer) -- [REQUIRED]

    The POSIX group ID.

• CustomFileSystemConfigs (list) --

  The settings for assigning a custom file system to a domain. Permitted users can access this file system in Amazon SageMaker AI Studio.

  • (dict) --

    The settings for assigning a custom file system to a user profile or space for an Amazon SageMaker AI Domain. Permitted users can access this file system in Amazon SageMaker AI Studio.

    • EFSFileSystemConfig (dict) --

      The settings for a custom Amazon EFS file system.

      • FileSystemId (string) -- [REQUIRED]

        The ID of your Amazon EFS file system.

      • FileSystemPath (string) --

        The path to the file system directory that is accessible in Amazon SageMaker AI Studio. Permitted users can access only this directory and below.

    • FSxLustreFileSystemConfig (dict) --

      The settings for a custom Amazon FSx for Lustre file system.

      • FileSystemId (string) -- [REQUIRED]

        The globally unique, 17-digit, ID of the file system, assigned by Amazon FSx for Lustre.

      • FileSystemPath (string) --

        The path to the file system directory that is accessible in Amazon SageMaker Studio. Permitted users can access only this directory and below.

    • S3FileSystemConfig (dict) --

      Configuration settings for a custom Amazon S3 file system.

      • MountPath (string) --

        The file system path where the Amazon S3 storage location will be mounted within the Amazon SageMaker Studio environment.

      • S3Uri (string) --

        The Amazon S3 URI of the S3 file system configuration.

rtype:

dict

returns:

Response Syntax

{
    'DomainArn': 'string',
    'DomainId': 'string',
    'Url': 'string'
}

Response Structure

• (dict) --

  • DomainArn (string) --

    The Amazon Resource Name (ARN) of the created domain.

  • DomainId (string) --

    The ID of the created domain.

  • Url (string) --

    The URL to the created domain.

{'SpaceSettings': {'CustomFileSystems': {'S3FileSystem': {'S3Uri': 'string'}}}}

Creates a private space or a space used for real time collaboration in a domain.

See also: AWS API Documentation

Request Syntax

client.create_space(
    DomainId='string',
    SpaceName='string',
    Tags=[
        {
            'Key': 'string',
            'Value': 'string'
        },
    ],
    SpaceSettings={
        'JupyterServerAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
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    },
    SpaceSharingSettings={
        'SharingType': 'Private'|'Shared'
    },
    SpaceDisplayName='string'
)

type DomainId:

string

param DomainId:

[REQUIRED]

The ID of the associated domain.

type SpaceName:

string

param SpaceName:

[REQUIRED]

The name of the space.

type Tags:

list

param Tags:

Tags to associated with the space. Each tag consists of a key and an optional value. Tag keys must be unique for each resource. Tags are searchable using the Search API.

• (dict) --

  A tag object that consists of a key and an optional value, used to manage metadata for SageMaker Amazon Web Services resources.

  You can add tags to notebook instances, training jobs, hyperparameter tuning jobs, batch transform jobs, models, labeling jobs, work teams, endpoint configurations, and endpoints. For more information on adding tags to SageMaker resources, see AddTags.

  For more information on adding metadata to your Amazon Web Services resources with tagging, see Tagging Amazon Web Services resources. For advice on best practices for managing Amazon Web Services resources with tagging, see Tagging Best Practices: Implement an Effective Amazon Web Services Resource Tagging Strategy.

  • Key (string) -- [REQUIRED]

    The tag key. Tag keys must be unique per resource.

  • Value (string) -- [REQUIRED]

    The tag value.

type SpaceSettings:

dict

param SpaceSettings:

A collection of space settings.

• JupyterServerAppSettings (dict) --

  The JupyterServer app settings.

  • DefaultResourceSpec (dict) --

    The default instance type and the Amazon Resource Name (ARN) of the default SageMaker AI image used by the JupyterServer app. If you use the LifecycleConfigArns parameter, then this parameter is also required.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • LifecycleConfigArns (list) --

    The Amazon Resource Name (ARN) of the Lifecycle Configurations attached to the JupyterServerApp. If you use this parameter, the DefaultResourceSpec parameter is also required.

    • (string) --

  • CodeRepositories (list) --

    A list of Git repositories that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

    • (dict) --

      A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

      • RepositoryUrl (string) -- [REQUIRED]

        The URL of the Git repository.

• KernelGatewayAppSettings (dict) --

  The KernelGateway app settings.

  • DefaultResourceSpec (dict) --

    The default instance type and the Amazon Resource Name (ARN) of the default SageMaker AI image used by the KernelGateway app.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • CustomImages (list) --

    A list of custom SageMaker AI images that are configured to run as a KernelGateway app.

    The maximum number of custom images are as follows.

    • On a domain level: 200

    • On a space level: 5

    • On a user profile level: 5

    • (dict) --

      A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

      • ImageName (string) -- [REQUIRED]

        The name of the CustomImage. Must be unique to your account.

      • ImageVersionNumber (integer) --

        The version number of the CustomImage.

      • AppImageConfigName (string) -- [REQUIRED]

        The name of the AppImageConfig.

  • LifecycleConfigArns (list) --

    The Amazon Resource Name (ARN) of the Lifecycle Configurations attached to the the user profile or domain.

    • (string) --

• CodeEditorAppSettings (dict) --

  The Code Editor application settings.

  • DefaultResourceSpec (dict) --

    Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • AppLifecycleManagement (dict) --

    Settings that are used to configure and manage the lifecycle of CodeEditor applications in a space.

    • IdleSettings (dict) --

      Settings related to idle shutdown of Studio applications.

      • IdleTimeoutInMinutes (integer) --

        The time that SageMaker waits after the application becomes idle before shutting it down.

• JupyterLabAppSettings (dict) --

  The settings for the JupyterLab application.

  • DefaultResourceSpec (dict) --

    Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • CodeRepositories (list) --

    A list of Git repositories that SageMaker automatically displays to users for cloning in the JupyterLab application.

    • (dict) --

      A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

      • RepositoryUrl (string) -- [REQUIRED]

        The URL of the Git repository.

  • AppLifecycleManagement (dict) --

    Settings that are used to configure and manage the lifecycle of JupyterLab applications in a space.

    • IdleSettings (dict) --

      Settings related to idle shutdown of Studio applications.

      • IdleTimeoutInMinutes (integer) --

        The time that SageMaker waits after the application becomes idle before shutting it down.

• AppType (string) --

  The type of app created within the space.

  If using the UpdateSpace API, you can't change the app type of your space by specifying a different value for this field.

• SpaceStorageSettings (dict) --

  The storage settings for a space.

  • EbsStorageSettings (dict) --

    A collection of EBS storage settings for a space.

    • EbsVolumeSizeInGb (integer) -- [REQUIRED]

      The size of an EBS storage volume for a space.

• SpaceManagedResources (string) --

  If you enable this option, SageMaker AI creates the following resources on your behalf when you create the space:

  • The user profile that possesses the space.

  • The app that the space contains.

• CustomFileSystems (list) --

  A file system, created by you, that you assign to a space for an Amazon SageMaker AI Domain. Permitted users can access this file system in Amazon SageMaker AI Studio.

  • (dict) --

    A file system, created by you, that you assign to a user profile or space for an Amazon SageMaker AI Domain. Permitted users can access this file system in Amazon SageMaker AI Studio.

    • EFSFileSystem (dict) --

      A custom file system in Amazon EFS.

      • FileSystemId (string) -- [REQUIRED]

        The ID of your Amazon EFS file system.

    • FSxLustreFileSystem (dict) --

      A custom file system in Amazon FSx for Lustre.

      • FileSystemId (string) -- [REQUIRED]

        Amazon FSx for Lustre file system ID.

    • S3FileSystem (dict) --

      A custom file system in Amazon S3. This is only supported in Amazon SageMaker Unified Studio.

      • S3Uri (string) --

        The Amazon S3 URI that specifies the location in S3 where files are stored, which is mounted within the Studio environment. For example: s3://<bucket-name>/<prefix>/.

• RemoteAccess (string) --

  A setting that enables or disables remote access for a SageMaker space. When enabled, this allows you to connect to the remote space from your local IDE.

type OwnershipSettings:

dict

param OwnershipSettings:

A collection of ownership settings.

• OwnerUserProfileName (string) -- [REQUIRED]

  The user profile who is the owner of the space.

type SpaceSharingSettings:

dict

param SpaceSharingSettings:

A collection of space sharing settings.

• SharingType (string) -- [REQUIRED]

  Specifies the sharing type of the space.

type SpaceDisplayName:

string

param SpaceDisplayName:

The name of the space that appears in the SageMaker Studio UI.

rtype:

dict

returns:

Response Syntax

{
    'SpaceArn': 'string'
}

Response Structure

• (dict) --

  • SpaceArn (string) --

    The space's Amazon Resource Name (ARN).

{'UserSettings': {'CustomFileSystemConfigs': {'S3FileSystemConfig': {'MountPath': 'string',
                                                                     'S3Uri': 'string'}}}}

Creates a user profile. A user profile represents a single user within a domain, and is the main way to reference a "person" for the purposes of sharing, reporting, and other user-oriented features. This entity is created when a user onboards to a domain. If an administrator invites a person by email or imports them from IAM Identity Center, a user profile is automatically created. A user profile is the primary holder of settings for an individual user and has a reference to the user's private Amazon Elastic File System home directory.

See also: AWS API Documentation

Request Syntax

client.create_user_profile(
    DomainId='string',
    UserProfileName='string',
    SingleSignOnUserIdentifier='string',
    SingleSignOnUserValue='string',
    Tags=[
        {
            'Key': 'string',
            'Value': 'string'
        },
    ],
    UserSettings={
        'ExecutionRole': 'string',
        'SecurityGroups': [
            'string',
        ],
        'SharingSettings': {
            'NotebookOutputOption': 'Allowed'|'Disabled',
            'S3OutputPath': 'string',
            'S3KmsKeyId': 'string'
        },
        'JupyterServerAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'LifecycleConfigArns': [
                'string',
            ],
            'CodeRepositories': [
                {
                    'RepositoryUrl': 'string'
                },
            ]
        },
        'KernelGatewayAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'CustomImages': [
                {
                    'ImageName': 'string',
                    'ImageVersionNumber': 123,
                    'AppImageConfigName': 'string'
                },
            ],
            'LifecycleConfigArns': [
                'string',
            ]
        },
        'TensorBoardAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
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                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'CustomImages': [
                {
                    'ImageName': 'string',
                    'ImageVersionNumber': 123,
                    'AppImageConfigName': 'string'
                },
            ],
            'LifecycleConfigArns': [
                'string',
            ],
            'CodeRepositories': [
                {
                    'RepositoryUrl': 'string'
                },
            ],
            'AppLifecycleManagement': {
                'IdleSettings': {
                    'LifecycleManagement': 'ENABLED'|'DISABLED',
                    'IdleTimeoutInMinutes': 123,
                    'MinIdleTimeoutInMinutes': 123,
                    'MaxIdleTimeoutInMinutes': 123
                }
            },
            'EmrSettings': {
                'AssumableRoleArns': [
                    'string',
                ],
                'ExecutionRoleArns': [
                    'string',
                ]
            },
            'BuiltInLifecycleConfigArn': 'string'
        },
        'SpaceStorageSettings': {
            'DefaultEbsStorageSettings': {
                'DefaultEbsVolumeSizeInGb': 123,
                'MaximumEbsVolumeSizeInGb': 123
            }
        },
        'DefaultLandingUri': 'string',
        'StudioWebPortal': 'ENABLED'|'DISABLED',
        'CustomPosixUserConfig': {
            'Uid': 123,
            'Gid': 123
        },
        'CustomFileSystemConfigs': [
            {
                'EFSFileSystemConfig': {
                    'FileSystemId': 'string',
                    'FileSystemPath': 'string'
                },
                'FSxLustreFileSystemConfig': {
                    'FileSystemId': 'string',
                    'FileSystemPath': 'string'
                },
                'S3FileSystemConfig': {
                    'MountPath': 'string',
                    'S3Uri': 'string'
                }
            },
        ],
        'StudioWebPortalSettings': {
            'HiddenMlTools': [
                'DataWrangler'|'FeatureStore'|'EmrClusters'|'AutoMl'|'Experiments'|'Training'|'ModelEvaluation'|'Pipelines'|'Models'|'JumpStart'|'InferenceRecommender'|'Endpoints'|'Projects'|'InferenceOptimization'|'PerformanceEvaluation'|'LakeraGuard'|'Comet'|'DeepchecksLLMEvaluation'|'Fiddler'|'HyperPodClusters',
            ],
            'HiddenAppTypes': [
                'JupyterServer'|'KernelGateway'|'DetailedProfiler'|'TensorBoard'|'CodeEditor'|'JupyterLab'|'RStudioServerPro'|'RSessionGateway'|'Canvas',
            ],
            'HiddenInstanceTypes': [
                'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
            ],
            'HiddenSageMakerImageVersionAliases': [
                {
                    'SageMakerImageName': 'sagemaker_distribution',
                    'VersionAliases': [
                        'string',
                    ]
                },
            ]
        },
        'AutoMountHomeEFS': 'Enabled'|'Disabled'|'DefaultAsDomain'
    }
)

type DomainId:

string

param DomainId:

[REQUIRED]

The ID of the associated Domain.

type UserProfileName:

string

param UserProfileName:

[REQUIRED]

A name for the UserProfile. This value is not case sensitive.

type SingleSignOnUserIdentifier:

string

param SingleSignOnUserIdentifier:

A specifier for the type of value specified in SingleSignOnUserValue. Currently, the only supported value is "UserName". If the Domain's AuthMode is IAM Identity Center, this field is required. If the Domain's AuthMode is not IAM Identity Center, this field cannot be specified.

type SingleSignOnUserValue:

string

param SingleSignOnUserValue:

The username of the associated Amazon Web Services Single Sign-On User for this UserProfile. If the Domain's AuthMode is IAM Identity Center, this field is required, and must match a valid username of a user in your directory. If the Domain's AuthMode is not IAM Identity Center, this field cannot be specified.

type Tags:

list

param Tags:

Each tag consists of a key and an optional value. Tag keys must be unique per resource.

Tags that you specify for the User Profile are also added to all Apps that the User Profile launches.

• (dict) --

  A tag object that consists of a key and an optional value, used to manage metadata for SageMaker Amazon Web Services resources.

  You can add tags to notebook instances, training jobs, hyperparameter tuning jobs, batch transform jobs, models, labeling jobs, work teams, endpoint configurations, and endpoints. For more information on adding tags to SageMaker resources, see AddTags.

  For more information on adding metadata to your Amazon Web Services resources with tagging, see Tagging Amazon Web Services resources. For advice on best practices for managing Amazon Web Services resources with tagging, see Tagging Best Practices: Implement an Effective Amazon Web Services Resource Tagging Strategy.

  • Key (string) -- [REQUIRED]

    The tag key. Tag keys must be unique per resource.

  • Value (string) -- [REQUIRED]

    The tag value.

type UserSettings:

dict

param UserSettings:

A collection of settings.

• ExecutionRole (string) --

  The execution role for the user.

  SageMaker applies this setting only to private spaces that the user creates in the domain. SageMaker doesn't apply this setting to shared spaces.

• SecurityGroups (list) --

  The security groups for the Amazon Virtual Private Cloud (VPC) that the domain uses for communication.

  Optional when the CreateDomain.AppNetworkAccessType parameter is set to PublicInternetOnly.

  Required when the CreateDomain.AppNetworkAccessType parameter is set to VpcOnly, unless specified as part of the DefaultUserSettings for the domain.

  Amazon SageMaker AI adds a security group to allow NFS traffic from Amazon SageMaker AI Studio. Therefore, the number of security groups that you can specify is one less than the maximum number shown.

  SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

  • (string) --

• SharingSettings (dict) --

  Specifies options for sharing Amazon SageMaker AI Studio notebooks.

  • NotebookOutputOption (string) --

    Whether to include the notebook cell output when sharing the notebook. The default is Disabled.

  • S3OutputPath (string) --

    When NotebookOutputOption is Allowed, the Amazon S3 bucket used to store the shared notebook snapshots.

  • S3KmsKeyId (string) --

    When NotebookOutputOption is Allowed, the Amazon Web Services Key Management Service (KMS) encryption key ID used to encrypt the notebook cell output in the Amazon S3 bucket.

• JupyterServerAppSettings (dict) --

  The Jupyter server's app settings.

  • DefaultResourceSpec (dict) --

    The default instance type and the Amazon Resource Name (ARN) of the default SageMaker AI image used by the JupyterServer app. If you use the LifecycleConfigArns parameter, then this parameter is also required.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • LifecycleConfigArns (list) --

    The Amazon Resource Name (ARN) of the Lifecycle Configurations attached to the JupyterServerApp. If you use this parameter, the DefaultResourceSpec parameter is also required.

    • (string) --

  • CodeRepositories (list) --

    A list of Git repositories that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

    • (dict) --

      A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

      • RepositoryUrl (string) -- [REQUIRED]

        The URL of the Git repository.

• KernelGatewayAppSettings (dict) --

  The kernel gateway app settings.

  • DefaultResourceSpec (dict) --

    The default instance type and the Amazon Resource Name (ARN) of the default SageMaker AI image used by the KernelGateway app.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • CustomImages (list) --

    A list of custom SageMaker AI images that are configured to run as a KernelGateway app.

    The maximum number of custom images are as follows.

    • On a domain level: 200

    • On a space level: 5

    • On a user profile level: 5

    • (dict) --

      A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

      • ImageName (string) -- [REQUIRED]

        The name of the CustomImage. Must be unique to your account.

      • ImageVersionNumber (integer) --

        The version number of the CustomImage.

      • AppImageConfigName (string) -- [REQUIRED]

        The name of the AppImageConfig.

  • LifecycleConfigArns (list) --

    The Amazon Resource Name (ARN) of the Lifecycle Configurations attached to the the user profile or domain.

    • (string) --

• TensorBoardAppSettings (dict) --

  The TensorBoard app settings.

  • DefaultResourceSpec (dict) --

    The default instance type and the Amazon Resource Name (ARN) of the SageMaker AI image created on the instance.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

• RStudioServerProAppSettings (dict) --

  A collection of settings that configure user interaction with the RStudioServerPro app.

  • AccessStatus (string) --

    Indicates whether the current user has access to the RStudioServerPro app.

  • UserGroup (string) --

    The level of permissions that the user has within the RStudioServerPro app. This value defaults to User. The Admin value allows the user access to the RStudio Administrative Dashboard.

• RSessionAppSettings (dict) --

  A collection of settings that configure the RSessionGateway app.

  • DefaultResourceSpec (dict) --

    Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • CustomImages (list) --

    A list of custom SageMaker AI images that are configured to run as a RSession app.

    • (dict) --

      A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

      • ImageName (string) -- [REQUIRED]

        The name of the CustomImage. Must be unique to your account.

      • ImageVersionNumber (integer) --

        The version number of the CustomImage.

      • AppImageConfigName (string) -- [REQUIRED]

        The name of the AppImageConfig.

• CanvasAppSettings (dict) --

  The Canvas app settings.

  SageMaker applies these settings only to private spaces that SageMaker creates for the Canvas app.

  • TimeSeriesForecastingSettings (dict) --

    Time series forecast settings for the SageMaker Canvas application.

    • Status (string) --

      Describes whether time series forecasting is enabled or disabled in the Canvas application.

    • AmazonForecastRoleArn (string) --

      The IAM role that Canvas passes to Amazon Forecast for time series forecasting. By default, Canvas uses the execution role specified in the UserProfile that launches the Canvas application. If an execution role is not specified in the UserProfile, Canvas uses the execution role specified in the Domain that owns the UserProfile. To allow time series forecasting, this IAM role should have the AmazonSageMakerCanvasForecastAccess policy attached and forecast.amazonaws.com added in the trust relationship as a service principal.

  • ModelRegisterSettings (dict) --

    The model registry settings for the SageMaker Canvas application.

    • Status (string) --

      Describes whether the integration to the model registry is enabled or disabled in the Canvas application.

    • CrossAccountModelRegisterRoleArn (string) --

      The Amazon Resource Name (ARN) of the SageMaker model registry account. Required only to register model versions created by a different SageMaker Canvas Amazon Web Services account than the Amazon Web Services account in which SageMaker model registry is set up.

  • WorkspaceSettings (dict) --

    The workspace settings for the SageMaker Canvas application.

    • S3ArtifactPath (string) --

      The Amazon S3 bucket used to store artifacts generated by Canvas. Updating the Amazon S3 location impacts existing configuration settings, and Canvas users no longer have access to their artifacts. Canvas users must log out and log back in to apply the new location.

    • S3KmsKeyId (string) --

      The Amazon Web Services Key Management Service (KMS) encryption key ID that is used to encrypt artifacts generated by Canvas in the Amazon S3 bucket.

  • IdentityProviderOAuthSettings (list) --

    The settings for connecting to an external data source with OAuth.

    • (dict) --

      The Amazon SageMaker Canvas application setting where you configure OAuth for connecting to an external data source, such as Snowflake.

      • DataSourceName (string) --

        The name of the data source that you're connecting to. Canvas currently supports OAuth for Snowflake and Salesforce Data Cloud.

      • Status (string) --

        Describes whether OAuth for a data source is enabled or disabled in the Canvas application.

      • SecretArn (string) --

        The ARN of an Amazon Web Services Secrets Manager secret that stores the credentials from your identity provider, such as the client ID and secret, authorization URL, and token URL.

  • DirectDeploySettings (dict) --

    The model deployment settings for the SageMaker Canvas application.

    • Status (string) --

      Describes whether model deployment permissions are enabled or disabled in the Canvas application.

  • KendraSettings (dict) --

    The settings for document querying.

    • Status (string) --

      Describes whether the document querying feature is enabled or disabled in the Canvas application.

  • GenerativeAiSettings (dict) --

    The generative AI settings for the SageMaker Canvas application.

    • AmazonBedrockRoleArn (string) --

      The ARN of an Amazon Web Services IAM role that allows fine-tuning of large language models (LLMs) in Amazon Bedrock. The IAM role should have Amazon S3 read and write permissions, as well as a trust relationship that establishes bedrock.amazonaws.com as a service principal.

  • EmrServerlessSettings (dict) --

    The settings for running Amazon EMR Serverless data processing jobs in SageMaker Canvas.

    • ExecutionRoleArn (string) --

      The Amazon Resource Name (ARN) of the Amazon Web Services IAM role that is assumed for running Amazon EMR Serverless jobs in SageMaker Canvas. This role should have the necessary permissions to read and write data attached and a trust relationship with EMR Serverless.

    • Status (string) --

      Describes whether Amazon EMR Serverless job capabilities are enabled or disabled in the SageMaker Canvas application.

• CodeEditorAppSettings (dict) --

  The Code Editor application settings.

  SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

  • DefaultResourceSpec (dict) --

    Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • CustomImages (list) --

    A list of custom SageMaker images that are configured to run as a Code Editor app.

    • (dict) --

      A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

      • ImageName (string) -- [REQUIRED]

        The name of the CustomImage. Must be unique to your account.

      • ImageVersionNumber (integer) --

        The version number of the CustomImage.

      • AppImageConfigName (string) -- [REQUIRED]

        The name of the AppImageConfig.

  • LifecycleConfigArns (list) --

    The Amazon Resource Name (ARN) of the Code Editor application lifecycle configuration.

    • (string) --

  • AppLifecycleManagement (dict) --

    Settings that are used to configure and manage the lifecycle of CodeEditor applications.

    • IdleSettings (dict) --

      Settings related to idle shutdown of Studio applications.

      • LifecycleManagement (string) --

        Indicates whether idle shutdown is activated for the application type.

      • IdleTimeoutInMinutes (integer) --

        The time that SageMaker waits after the application becomes idle before shutting it down.

      • MinIdleTimeoutInMinutes (integer) --

        The minimum value in minutes that custom idle shutdown can be set to by the user.

      • MaxIdleTimeoutInMinutes (integer) --

        The maximum value in minutes that custom idle shutdown can be set to by the user.

  • BuiltInLifecycleConfigArn (string) --

    The lifecycle configuration that runs before the default lifecycle configuration. It can override changes made in the default lifecycle configuration.

• JupyterLabAppSettings (dict) --

  The settings for the JupyterLab application.

  SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

  • DefaultResourceSpec (dict) --

    Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • CustomImages (list) --

    A list of custom SageMaker images that are configured to run as a JupyterLab app.

    • (dict) --

      A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

      • ImageName (string) -- [REQUIRED]

        The name of the CustomImage. Must be unique to your account.

      • ImageVersionNumber (integer) --

        The version number of the CustomImage.

      • AppImageConfigName (string) -- [REQUIRED]

        The name of the AppImageConfig.

  • LifecycleConfigArns (list) --

    The Amazon Resource Name (ARN) of the lifecycle configurations attached to the user profile or domain. To remove a lifecycle config, you must set LifecycleConfigArns to an empty list.

    • (string) --

  • CodeRepositories (list) --

    A list of Git repositories that SageMaker automatically displays to users for cloning in the JupyterLab application.

    • (dict) --

      A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

      • RepositoryUrl (string) -- [REQUIRED]

        The URL of the Git repository.

  • AppLifecycleManagement (dict) --

    Indicates whether idle shutdown is activated for JupyterLab applications.

    • IdleSettings (dict) --

      Settings related to idle shutdown of Studio applications.

      • LifecycleManagement (string) --

        Indicates whether idle shutdown is activated for the application type.

      • IdleTimeoutInMinutes (integer) --

        The time that SageMaker waits after the application becomes idle before shutting it down.

      • MinIdleTimeoutInMinutes (integer) --

        The minimum value in minutes that custom idle shutdown can be set to by the user.

      • MaxIdleTimeoutInMinutes (integer) --

        The maximum value in minutes that custom idle shutdown can be set to by the user.

  • EmrSettings (dict) --

    The configuration parameters that specify the IAM roles assumed by the execution role of SageMaker (assumable roles) and the cluster instances or job execution environments (execution roles or runtime roles) to manage and access resources required for running Amazon EMR clusters or Amazon EMR Serverless applications.

    • AssumableRoleArns (list) --

      An array of Amazon Resource Names (ARNs) of the IAM roles that the execution role of SageMaker can assume for performing operations or tasks related to Amazon EMR clusters or Amazon EMR Serverless applications. These roles define the permissions and access policies required when performing Amazon EMR-related operations, such as listing, connecting to, or terminating Amazon EMR clusters or Amazon EMR Serverless applications. They are typically used in cross-account access scenarios, where the Amazon EMR resources (clusters or serverless applications) are located in a different Amazon Web Services account than the SageMaker domain.

      • (string) --

    • ExecutionRoleArns (list) --

      An array of Amazon Resource Names (ARNs) of the IAM roles used by the Amazon EMR cluster instances or job execution environments to access other Amazon Web Services services and resources needed during the runtime of your Amazon EMR or Amazon EMR Serverless workloads, such as Amazon S3 for data access, Amazon CloudWatch for logging, or other Amazon Web Services services based on the particular workload requirements.

      • (string) --

  • BuiltInLifecycleConfigArn (string) --

    The lifecycle configuration that runs before the default lifecycle configuration. It can override changes made in the default lifecycle configuration.

• SpaceStorageSettings (dict) --

  The storage settings for a space.

  SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

  • DefaultEbsStorageSettings (dict) --

    The default EBS storage settings for a space.

    • DefaultEbsVolumeSizeInGb (integer) -- [REQUIRED]

      The default size of the EBS storage volume for a space.

    • MaximumEbsVolumeSizeInGb (integer) -- [REQUIRED]

      The maximum size of the EBS storage volume for a space.

• DefaultLandingUri (string) --

  The default experience that the user is directed to when accessing the domain. The supported values are:

  • studio::: Indicates that Studio is the default experience. This value can only be passed if StudioWebPortal is set to ENABLED.

  • app:JupyterServer:: Indicates that Studio Classic is the default experience.

• StudioWebPortal (string) --

  Whether the user can access Studio. If this value is set to DISABLED, the user cannot access Studio, even if that is the default experience for the domain.

• CustomPosixUserConfig (dict) --

  Details about the POSIX identity that is used for file system operations.

  SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

  • Uid (integer) -- [REQUIRED]

    The POSIX user ID.

  • Gid (integer) -- [REQUIRED]

    The POSIX group ID.

• CustomFileSystemConfigs (list) --

  The settings for assigning a custom file system to a user profile. Permitted users can access this file system in Amazon SageMaker AI Studio.

  SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

  • (dict) --

    The settings for assigning a custom file system to a user profile or space for an Amazon SageMaker AI Domain. Permitted users can access this file system in Amazon SageMaker AI Studio.

    • EFSFileSystemConfig (dict) --

      The settings for a custom Amazon EFS file system.

      • FileSystemId (string) -- [REQUIRED]

        The ID of your Amazon EFS file system.

      • FileSystemPath (string) --

        The path to the file system directory that is accessible in Amazon SageMaker AI Studio. Permitted users can access only this directory and below.

    • FSxLustreFileSystemConfig (dict) --

      The settings for a custom Amazon FSx for Lustre file system.

      • FileSystemId (string) -- [REQUIRED]

        The globally unique, 17-digit, ID of the file system, assigned by Amazon FSx for Lustre.

      • FileSystemPath (string) --

        The path to the file system directory that is accessible in Amazon SageMaker Studio. Permitted users can access only this directory and below.

    • S3FileSystemConfig (dict) --

      Configuration settings for a custom Amazon S3 file system.

      • MountPath (string) --

        The file system path where the Amazon S3 storage location will be mounted within the Amazon SageMaker Studio environment.

      • S3Uri (string) --

        The Amazon S3 URI of the S3 file system configuration.

• StudioWebPortalSettings (dict) --

  Studio settings. If these settings are applied on a user level, they take priority over the settings applied on a domain level.

  • HiddenMlTools (list) --

    The machine learning tools that are hidden from the Studio left navigation pane.

    • (string) --

  • HiddenAppTypes (list) --

    The Applications supported in Studio that are hidden from the Studio left navigation pane.

    • (string) --

  • HiddenInstanceTypes (list) --

    The instance types you are hiding from the Studio user interface.

    • (string) --

  • HiddenSageMakerImageVersionAliases (list) --

    The version aliases you are hiding from the Studio user interface.

    • (dict) --

      The SageMaker images that are hidden from the Studio user interface. You must specify the SageMaker image name and version aliases.

      • SageMakerImageName (string) --

        The SageMaker image name that you are hiding from the Studio user interface.

      • VersionAliases (list) --

        The version aliases you are hiding from the Studio user interface.

        • (string) --

• AutoMountHomeEFS (string) --

  Indicates whether auto-mounting of an EFS volume is supported for the user profile. The DefaultAsDomain value is only supported for user profiles. Do not use the DefaultAsDomain value when setting this parameter for a domain.

  SageMaker applies this setting only to private spaces that the user creates in the domain. SageMaker doesn't apply this setting to shared spaces.

rtype:

dict

returns:

Response Syntax

{
    'UserProfileArn': 'string'
}

Response Structure

• (dict) --

  • UserProfileArn (string) --

    The user profile Amazon Resource Name (ARN).

{'IpAddressType': 'ipv4 | dualstack'}

Use this operation to create a workforce. This operation will return an error if a workforce already exists in the Amazon Web Services Region that you specify. You can only create one workforce in each Amazon Web Services Region per Amazon Web Services account.

If you want to create a new workforce in an Amazon Web Services Region where a workforce already exists, use the DeleteWorkforce API operation to delete the existing workforce and then use CreateWorkforce to create a new workforce.

To create a private workforce using Amazon Cognito, you must specify a Cognito user pool in CognitoConfig. You can also create an Amazon Cognito workforce using the Amazon SageMaker console. For more information, see Create a Private Workforce (Amazon Cognito).

To create a private workforce using your own OIDC Identity Provider (IdP), specify your IdP configuration in OidcConfig. Your OIDC IdP must support groups because groups are used by Ground Truth and Amazon A2I to create work teams. For more information, see Create a Private Workforce (OIDC IdP).

See also: AWS API Documentation

Request Syntax

client.create_workforce(
    CognitoConfig={
        'UserPool': 'string',
        'ClientId': 'string'
    },
    OidcConfig={
        'ClientId': 'string',
        'ClientSecret': 'string',
        'Issuer': 'string',
        'AuthorizationEndpoint': 'string',
        'TokenEndpoint': 'string',
        'UserInfoEndpoint': 'string',
        'LogoutEndpoint': 'string',
        'JwksUri': 'string',
        'Scope': 'string',
        'AuthenticationRequestExtraParams': {
            'string': 'string'
        }
    },
    SourceIpConfig={
        'Cidrs': [
            'string',
        ]
    },
    WorkforceName='string',
    Tags=[
        {
            'Key': 'string',
            'Value': 'string'
        },
    ],
    WorkforceVpcConfig={
        'VpcId': 'string',
        'SecurityGroupIds': [
            'string',
        ],
        'Subnets': [
            'string',
        ]
    },
    IpAddressType='ipv4'|'dualstack'
)

type CognitoConfig:

dict

param CognitoConfig:

Use this parameter to configure an Amazon Cognito private workforce. A single Cognito workforce is created using and corresponds to a single Amazon Cognito user pool.

Do not use OidcConfig if you specify values for CognitoConfig.

• UserPool (string) -- [REQUIRED]

  A user pool is a user directory in Amazon Cognito. With a user pool, your users can sign in to your web or mobile app through Amazon Cognito. Your users can also sign in through social identity providers like Google, Facebook, Amazon, or Apple, and through SAML identity providers.

• ClientId (string) -- [REQUIRED]

  The client ID for your Amazon Cognito user pool.

type OidcConfig:

dict

param OidcConfig:

Use this parameter to configure a private workforce using your own OIDC Identity Provider.

Do not use CognitoConfig if you specify values for OidcConfig.

• ClientId (string) -- [REQUIRED]

  The OIDC IdP client ID used to configure your private workforce.

• ClientSecret (string) -- [REQUIRED]

  The OIDC IdP client secret used to configure your private workforce.

• Issuer (string) -- [REQUIRED]

  The OIDC IdP issuer used to configure your private workforce.

• AuthorizationEndpoint (string) -- [REQUIRED]

  The OIDC IdP authorization endpoint used to configure your private workforce.

• TokenEndpoint (string) -- [REQUIRED]

  The OIDC IdP token endpoint used to configure your private workforce.

• UserInfoEndpoint (string) -- [REQUIRED]

  The OIDC IdP user information endpoint used to configure your private workforce.

• LogoutEndpoint (string) -- [REQUIRED]

  The OIDC IdP logout endpoint used to configure your private workforce.

• JwksUri (string) -- [REQUIRED]

  The OIDC IdP JSON Web Key Set (Jwks) URI used to configure your private workforce.

• Scope (string) --

  An array of string identifiers used to refer to the specific pieces of user data or claims that the client application wants to access.

• AuthenticationRequestExtraParams (dict) --

  A string to string map of identifiers specific to the custom identity provider (IdP) being used.

  • (string) --

    • (string) --

type SourceIpConfig:

dict

param SourceIpConfig:

A list of IP address ranges ( CIDRs). Used to create an allow list of IP addresses for a private workforce. Workers will only be able to log in to their worker portal from an IP address within this range. By default, a workforce isn't restricted to specific IP addresses.

• Cidrs (list) -- [REQUIRED]

  A list of one to ten Classless Inter-Domain Routing (CIDR) values.

  Maximum: Ten CIDR values

  • (string) --

type WorkforceName:

string

param WorkforceName:

[REQUIRED]

The name of the private workforce.

type Tags:

list

param Tags:

An array of key-value pairs that contain metadata to help you categorize and organize our workforce. Each tag consists of a key and a value, both of which you define.

• (dict) --

  A tag object that consists of a key and an optional value, used to manage metadata for SageMaker Amazon Web Services resources.

  You can add tags to notebook instances, training jobs, hyperparameter tuning jobs, batch transform jobs, models, labeling jobs, work teams, endpoint configurations, and endpoints. For more information on adding tags to SageMaker resources, see AddTags.

  For more information on adding metadata to your Amazon Web Services resources with tagging, see Tagging Amazon Web Services resources. For advice on best practices for managing Amazon Web Services resources with tagging, see Tagging Best Practices: Implement an Effective Amazon Web Services Resource Tagging Strategy.

  • Key (string) -- [REQUIRED]

    The tag key. Tag keys must be unique per resource.

  • Value (string) -- [REQUIRED]

    The tag value.

type WorkforceVpcConfig:

dict

param WorkforceVpcConfig:

Use this parameter to configure a workforce using VPC.

• VpcId (string) --

  The ID of the VPC that the workforce uses for communication.

• SecurityGroupIds (list) --

  The VPC security group IDs, in the form sg-xxxxxxxx. The security groups must be for the same VPC as specified in the subnet.

  • (string) --

• Subnets (list) --

  The ID of the subnets in the VPC that you want to connect.

  • (string) --

type IpAddressType:

string

param IpAddressType:

Use this parameter to specify whether you want IPv4 only or dualstack ( IPv4 and IPv6) to support your labeling workforce.

rtype:

dict

returns:

Response Syntax

{
    'WorkforceArn': 'string'
}

Response Structure

• (dict) --

  • WorkforceArn (string) --

    The Amazon Resource Name (ARN) of the workforce.

{'DefaultSpaceSettings': {'CustomFileSystemConfigs': {'S3FileSystemConfig': {'MountPath': 'string',
                                                                             'S3Uri': 'string'}}},
 'DefaultUserSettings': {'CustomFileSystemConfigs': {'S3FileSystemConfig': {'MountPath': 'string',
                                                                            'S3Uri': 'string'}}}}

The description of the domain.

See also: AWS API Documentation

Request Syntax

client.describe_domain(
    DomainId='string'
)

type DomainId:

string

param DomainId:

[REQUIRED]

The domain ID.

rtype:

dict

returns:

Response Syntax

{
    'DomainArn': 'string',
    'DomainId': 'string',
    'DomainName': 'string',
    'HomeEfsFileSystemId': 'string',
    'SingleSignOnManagedApplicationInstanceId': 'string',
    'SingleSignOnApplicationArn': 'string',
    'Status': 'Deleting'|'Failed'|'InService'|'Pending'|'Updating'|'Update_Failed'|'Delete_Failed',
    'CreationTime': datetime(2015, 1, 1),
    'LastModifiedTime': datetime(2015, 1, 1),
    'FailureReason': 'string',
    'SecurityGroupIdForDomainBoundary': 'string',
    'AuthMode': 'SSO'|'IAM',
    'DefaultUserSettings': {
        'ExecutionRole': 'string',
        'SecurityGroups': [
            'string',
        ],
        'SharingSettings': {
            'NotebookOutputOption': 'Allowed'|'Disabled',
            'S3OutputPath': 'string',
            'S3KmsKeyId': 'string'
        },
        'JupyterServerAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'LifecycleConfigArns': [
                'string',
            ],
            'CodeRepositories': [
                {
                    'RepositoryUrl': 'string'
                },
            ]
        },
        'KernelGatewayAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
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                {
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                    'AppImageConfigName': 'string'
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            ],
            'LifecycleConfigArns': [
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                    'MaxIdleTimeoutInMinutes': 123
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            },
            'BuiltInLifecycleConfigArn': 'string'
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        'JupyterLabAppSettings': {
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                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
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                'LifecycleConfigArn': 'string'
            },
            'CustomImages': [
                {
                    'ImageName': 'string',
                    'ImageVersionNumber': 123,
                    'AppImageConfigName': 'string'
                },
            ],
            'LifecycleConfigArns': [
                'string',
            ],
            'CodeRepositories': [
                {
                    'RepositoryUrl': 'string'
                },
            ],
            'AppLifecycleManagement': {
                'IdleSettings': {
                    'LifecycleManagement': 'ENABLED'|'DISABLED',
                    'IdleTimeoutInMinutes': 123,
                    'MinIdleTimeoutInMinutes': 123,
                    'MaxIdleTimeoutInMinutes': 123
                }
            },
            'EmrSettings': {
                'AssumableRoleArns': [
                    'string',
                ],
                'ExecutionRoleArns': [
                    'string',
                ]
            },
            'BuiltInLifecycleConfigArn': 'string'
        },
        'SpaceStorageSettings': {
            'DefaultEbsStorageSettings': {
                'DefaultEbsVolumeSizeInGb': 123,
                'MaximumEbsVolumeSizeInGb': 123
            }
        },
        'DefaultLandingUri': 'string',
        'StudioWebPortal': 'ENABLED'|'DISABLED',
        'CustomPosixUserConfig': {
            'Uid': 123,
            'Gid': 123
        },
        'CustomFileSystemConfigs': [
            {
                'EFSFileSystemConfig': {
                    'FileSystemId': 'string',
                    'FileSystemPath': 'string'
                },
                'FSxLustreFileSystemConfig': {
                    'FileSystemId': 'string',
                    'FileSystemPath': 'string'
                },
                'S3FileSystemConfig': {
                    'MountPath': 'string',
                    'S3Uri': 'string'
                }
            },
        ],
        'StudioWebPortalSettings': {
            'HiddenMlTools': [
                'DataWrangler'|'FeatureStore'|'EmrClusters'|'AutoMl'|'Experiments'|'Training'|'ModelEvaluation'|'Pipelines'|'Models'|'JumpStart'|'InferenceRecommender'|'Endpoints'|'Projects'|'InferenceOptimization'|'PerformanceEvaluation'|'LakeraGuard'|'Comet'|'DeepchecksLLMEvaluation'|'Fiddler'|'HyperPodClusters',
            ],
            'HiddenAppTypes': [
                'JupyterServer'|'KernelGateway'|'DetailedProfiler'|'TensorBoard'|'CodeEditor'|'JupyterLab'|'RStudioServerPro'|'RSessionGateway'|'Canvas',
            ],
            'HiddenInstanceTypes': [
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            ],
            'HiddenSageMakerImageVersionAliases': [
                {
                    'SageMakerImageName': 'sagemaker_distribution',
                    'VersionAliases': [
                        'string',
                    ]
                },
            ]
        },
        'AutoMountHomeEFS': 'Enabled'|'Disabled'|'DefaultAsDomain'
    },
    'DomainSettings': {
        'SecurityGroupIds': [
            'string',
        ],
        'RStudioServerProDomainSettings': {
            'DomainExecutionRoleArn': 'string',
            'RStudioConnectUrl': 'string',
            'RStudioPackageManagerUrl': 'string',
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            }
        },
        'ExecutionRoleIdentityConfig': 'USER_PROFILE_NAME'|'DISABLED',
        'DockerSettings': {
            'EnableDockerAccess': 'ENABLED'|'DISABLED',
            'VpcOnlyTrustedAccounts': [
                'string',
            ]
        },
        'AmazonQSettings': {
            'Status': 'ENABLED'|'DISABLED',
            'QProfileArn': 'string'
        },
        'UnifiedStudioSettings': {
            'StudioWebPortalAccess': 'ENABLED'|'DISABLED',
            'DomainAccountId': 'string',
            'DomainRegion': 'string',
            'DomainId': 'string',
            'ProjectId': 'string',
            'EnvironmentId': 'string',
            'ProjectS3Path': 'string',
            'SingleSignOnApplicationArn': 'string'
        }
    },
    'AppNetworkAccessType': 'PublicInternetOnly'|'VpcOnly',
    'HomeEfsFileSystemKmsKeyId': 'string',
    'SubnetIds': [
        'string',
    ],
    'Url': 'string',
    'VpcId': 'string',
    'KmsKeyId': 'string',
    'AppSecurityGroupManagement': 'Service'|'Customer',
    'TagPropagation': 'ENABLED'|'DISABLED',
    'DefaultSpaceSettings': {
        'ExecutionRole': 'string',
        'SecurityGroups': [
            'string',
        ],
        'JupyterServerAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'LifecycleConfigArns': [
                'string',
            ],
            'CodeRepositories': [
                {
                    'RepositoryUrl': 'string'
                },
            ]
        },
        'KernelGatewayAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'CustomImages': [
                {
                    'ImageName': 'string',
                    'ImageVersionNumber': 123,
                    'AppImageConfigName': 'string'
                },
            ],
            'LifecycleConfigArns': [
                'string',
            ]
        },
        'JupyterLabAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'CustomImages': [
                {
                    'ImageName': 'string',
                    'ImageVersionNumber': 123,
                    'AppImageConfigName': 'string'
                },
            ],
            'LifecycleConfigArns': [
                'string',
            ],
            'CodeRepositories': [
                {
                    'RepositoryUrl': 'string'
                },
            ],
            'AppLifecycleManagement': {
                'IdleSettings': {
                    'LifecycleManagement': 'ENABLED'|'DISABLED',
                    'IdleTimeoutInMinutes': 123,
                    'MinIdleTimeoutInMinutes': 123,
                    'MaxIdleTimeoutInMinutes': 123
                }
            },
            'EmrSettings': {
                'AssumableRoleArns': [
                    'string',
                ],
                'ExecutionRoleArns': [
                    'string',
                ]
            },
            'BuiltInLifecycleConfigArn': 'string'
        },
        'SpaceStorageSettings': {
            'DefaultEbsStorageSettings': {
                'DefaultEbsVolumeSizeInGb': 123,
                'MaximumEbsVolumeSizeInGb': 123
            }
        },
        'CustomPosixUserConfig': {
            'Uid': 123,
            'Gid': 123
        },
        'CustomFileSystemConfigs': [
            {
                'EFSFileSystemConfig': {
                    'FileSystemId': 'string',
                    'FileSystemPath': 'string'
                },
                'FSxLustreFileSystemConfig': {
                    'FileSystemId': 'string',
                    'FileSystemPath': 'string'
                },
                'S3FileSystemConfig': {
                    'MountPath': 'string',
                    'S3Uri': 'string'
                }
            },
        ]
    }
}

Response Structure

• (dict) --

  • DomainArn (string) --

    The domain's Amazon Resource Name (ARN).

  • DomainId (string) --

    The domain ID.

  • DomainName (string) --

    The domain name.

  • HomeEfsFileSystemId (string) --

    The ID of the Amazon Elastic File System managed by this Domain.

  • SingleSignOnManagedApplicationInstanceId (string) --

    The IAM Identity Center managed application instance ID.

  • SingleSignOnApplicationArn (string) --

    The ARN of the application managed by SageMaker AI in IAM Identity Center. This value is only returned for domains created after October 1, 2023.

  • Status (string) --

    The status.

  • CreationTime (datetime) --

    The creation time.

  • LastModifiedTime (datetime) --

    The last modified time.

  • FailureReason (string) --

    The failure reason.

  • SecurityGroupIdForDomainBoundary (string) --

    The ID of the security group that authorizes traffic between the RSessionGateway apps and the RStudioServerPro app.

  • AuthMode (string) --

    The domain's authentication mode.

  • DefaultUserSettings (dict) --

    Settings which are applied to UserProfiles in this domain if settings are not explicitly specified in a given UserProfile.

    • ExecutionRole (string) --

      The execution role for the user.

      SageMaker applies this setting only to private spaces that the user creates in the domain. SageMaker doesn't apply this setting to shared spaces.

    • SecurityGroups (list) --

      The security groups for the Amazon Virtual Private Cloud (VPC) that the domain uses for communication.

      Optional when the CreateDomain.AppNetworkAccessType parameter is set to PublicInternetOnly.

      Required when the CreateDomain.AppNetworkAccessType parameter is set to VpcOnly, unless specified as part of the DefaultUserSettings for the domain.

      Amazon SageMaker AI adds a security group to allow NFS traffic from Amazon SageMaker AI Studio. Therefore, the number of security groups that you can specify is one less than the maximum number shown.

      SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

      • (string) --

    • SharingSettings (dict) --

      Specifies options for sharing Amazon SageMaker AI Studio notebooks.

      • NotebookOutputOption (string) --

        Whether to include the notebook cell output when sharing the notebook. The default is Disabled.

      • S3OutputPath (string) --

        When NotebookOutputOption is Allowed, the Amazon S3 bucket used to store the shared notebook snapshots.

      • S3KmsKeyId (string) --

        When NotebookOutputOption is Allowed, the Amazon Web Services Key Management Service (KMS) encryption key ID used to encrypt the notebook cell output in the Amazon S3 bucket.

    • JupyterServerAppSettings (dict) --

      The Jupyter server's app settings.

      • DefaultResourceSpec (dict) --

        The default instance type and the Amazon Resource Name (ARN) of the default SageMaker AI image used by the JupyterServer app. If you use the LifecycleConfigArns parameter, then this parameter is also required.

        • SageMakerImageArn (string) --

          The ARN of the SageMaker AI image that the image version belongs to.

        • SageMakerImageVersionArn (string) --

          The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

        • SageMakerImageVersionAlias (string) --

          The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

        • InstanceType (string) --

          The instance type that the image version runs on.

        • LifecycleConfigArn (string) --

          The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

      • LifecycleConfigArns (list) --

        The Amazon Resource Name (ARN) of the Lifecycle Configurations attached to the JupyterServerApp. If you use this parameter, the DefaultResourceSpec parameter is also required.

        • (string) --

      • CodeRepositories (list) --

        A list of Git repositories that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

        • (dict) --

          A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

          • RepositoryUrl (string) --

            The URL of the Git repository.

    • KernelGatewayAppSettings (dict) --

      The kernel gateway app settings.

      • DefaultResourceSpec (dict) --

        The default instance type and the Amazon Resource Name (ARN) of the default SageMaker AI image used by the KernelGateway app.

        • SageMakerImageArn (string) --

          The ARN of the SageMaker AI image that the image version belongs to.

        • SageMakerImageVersionArn (string) --

          The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

        • SageMakerImageVersionAlias (string) --

          The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

        • InstanceType (string) --

          The instance type that the image version runs on.

        • LifecycleConfigArn (string) --

          The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

      • CustomImages (list) --

        A list of custom SageMaker AI images that are configured to run as a KernelGateway app.

        The maximum number of custom images are as follows.

        • On a domain level: 200

        • On a space level: 5

        • On a user profile level: 5

        • (dict) --

          A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

          • ImageName (string) --

            The name of the CustomImage. Must be unique to your account.

          • ImageVersionNumber (integer) --

            The version number of the CustomImage.

          • AppImageConfigName (string) --

            The name of the AppImageConfig.

      • LifecycleConfigArns (list) --

        The Amazon Resource Name (ARN) of the Lifecycle Configurations attached to the the user profile or domain.

        • (string) --

    • TensorBoardAppSettings (dict) --

      The TensorBoard app settings.

      • DefaultResourceSpec (dict) --

        The default instance type and the Amazon Resource Name (ARN) of the SageMaker AI image created on the instance.

        • SageMakerImageArn (string) --

          The ARN of the SageMaker AI image that the image version belongs to.

        • SageMakerImageVersionArn (string) --

          The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

        • SageMakerImageVersionAlias (string) --

          The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

        • InstanceType (string) --

          The instance type that the image version runs on.

        • LifecycleConfigArn (string) --

          The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

    • RStudioServerProAppSettings (dict) --

      A collection of settings that configure user interaction with the RStudioServerPro app.

      • AccessStatus (string) --

        Indicates whether the current user has access to the RStudioServerPro app.

      • UserGroup (string) --

        The level of permissions that the user has within the RStudioServerPro app. This value defaults to User. The Admin value allows the user access to the RStudio Administrative Dashboard.

    • RSessionAppSettings (dict) --

      A collection of settings that configure the RSessionGateway app.

      • DefaultResourceSpec (dict) --

        Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

        • SageMakerImageArn (string) --

          The ARN of the SageMaker AI image that the image version belongs to.

        • SageMakerImageVersionArn (string) --

          The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

        • SageMakerImageVersionAlias (string) --

          The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

        • InstanceType (string) --

          The instance type that the image version runs on.

        • LifecycleConfigArn (string) --

          The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

      • CustomImages (list) --

        A list of custom SageMaker AI images that are configured to run as a RSession app.

        • (dict) --

          A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

          • ImageName (string) --

            The name of the CustomImage. Must be unique to your account.

          • ImageVersionNumber (integer) --

            The version number of the CustomImage.

          • AppImageConfigName (string) --

            The name of the AppImageConfig.

    • CanvasAppSettings (dict) --

      The Canvas app settings.

      SageMaker applies these settings only to private spaces that SageMaker creates for the Canvas app.

      • TimeSeriesForecastingSettings (dict) --

        Time series forecast settings for the SageMaker Canvas application.

        • Status (string) --

          Describes whether time series forecasting is enabled or disabled in the Canvas application.

        • AmazonForecastRoleArn (string) --

          The IAM role that Canvas passes to Amazon Forecast for time series forecasting. By default, Canvas uses the execution role specified in the UserProfile that launches the Canvas application. If an execution role is not specified in the UserProfile, Canvas uses the execution role specified in the Domain that owns the UserProfile. To allow time series forecasting, this IAM role should have the AmazonSageMakerCanvasForecastAccess policy attached and forecast.amazonaws.com added in the trust relationship as a service principal.

      • ModelRegisterSettings (dict) --

        The model registry settings for the SageMaker Canvas application.

        • Status (string) --

          Describes whether the integration to the model registry is enabled or disabled in the Canvas application.

        • CrossAccountModelRegisterRoleArn (string) --

          The Amazon Resource Name (ARN) of the SageMaker model registry account. Required only to register model versions created by a different SageMaker Canvas Amazon Web Services account than the Amazon Web Services account in which SageMaker model registry is set up.

      • WorkspaceSettings (dict) --

        The workspace settings for the SageMaker Canvas application.

        • S3ArtifactPath (string) --

          The Amazon S3 bucket used to store artifacts generated by Canvas. Updating the Amazon S3 location impacts existing configuration settings, and Canvas users no longer have access to their artifacts. Canvas users must log out and log back in to apply the new location.

        • S3KmsKeyId (string) --

          The Amazon Web Services Key Management Service (KMS) encryption key ID that is used to encrypt artifacts generated by Canvas in the Amazon S3 bucket.

      • IdentityProviderOAuthSettings (list) --

        The settings for connecting to an external data source with OAuth.

        • (dict) --

          The Amazon SageMaker Canvas application setting where you configure OAuth for connecting to an external data source, such as Snowflake.

          • DataSourceName (string) --

            The name of the data source that you're connecting to. Canvas currently supports OAuth for Snowflake and Salesforce Data Cloud.

          • Status (string) --

            Describes whether OAuth for a data source is enabled or disabled in the Canvas application.

          • SecretArn (string) --

            The ARN of an Amazon Web Services Secrets Manager secret that stores the credentials from your identity provider, such as the client ID and secret, authorization URL, and token URL.

      • DirectDeploySettings (dict) --

        The model deployment settings for the SageMaker Canvas application.

        • Status (string) --

          Describes whether model deployment permissions are enabled or disabled in the Canvas application.

      • KendraSettings (dict) --

        The settings for document querying.

        • Status (string) --

          Describes whether the document querying feature is enabled or disabled in the Canvas application.

      • GenerativeAiSettings (dict) --

        The generative AI settings for the SageMaker Canvas application.

        • AmazonBedrockRoleArn (string) --

          The ARN of an Amazon Web Services IAM role that allows fine-tuning of large language models (LLMs) in Amazon Bedrock. The IAM role should have Amazon S3 read and write permissions, as well as a trust relationship that establishes bedrock.amazonaws.com as a service principal.

      • EmrServerlessSettings (dict) --

        The settings for running Amazon EMR Serverless data processing jobs in SageMaker Canvas.

        • ExecutionRoleArn (string) --

          The Amazon Resource Name (ARN) of the Amazon Web Services IAM role that is assumed for running Amazon EMR Serverless jobs in SageMaker Canvas. This role should have the necessary permissions to read and write data attached and a trust relationship with EMR Serverless.

        • Status (string) --

          Describes whether Amazon EMR Serverless job capabilities are enabled or disabled in the SageMaker Canvas application.

    • CodeEditorAppSettings (dict) --

      The Code Editor application settings.

      SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

      • DefaultResourceSpec (dict) --

        Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

        • SageMakerImageArn (string) --

          The ARN of the SageMaker AI image that the image version belongs to.

        • SageMakerImageVersionArn (string) --

          The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

        • SageMakerImageVersionAlias (string) --

          The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

        • InstanceType (string) --

          The instance type that the image version runs on.

        • LifecycleConfigArn (string) --

          The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

      • CustomImages (list) --

        A list of custom SageMaker images that are configured to run as a Code Editor app.

        • (dict) --

          A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

          • ImageName (string) --

            The name of the CustomImage. Must be unique to your account.

          • ImageVersionNumber (integer) --

            The version number of the CustomImage.

          • AppImageConfigName (string) --

            The name of the AppImageConfig.

      • LifecycleConfigArns (list) --

        The Amazon Resource Name (ARN) of the Code Editor application lifecycle configuration.

        • (string) --

      • AppLifecycleManagement (dict) --

        Settings that are used to configure and manage the lifecycle of CodeEditor applications.

        • IdleSettings (dict) --

          Settings related to idle shutdown of Studio applications.

          • LifecycleManagement (string) --

            Indicates whether idle shutdown is activated for the application type.

          • IdleTimeoutInMinutes (integer) --

            The time that SageMaker waits after the application becomes idle before shutting it down.

          • MinIdleTimeoutInMinutes (integer) --

            The minimum value in minutes that custom idle shutdown can be set to by the user.

          • MaxIdleTimeoutInMinutes (integer) --

            The maximum value in minutes that custom idle shutdown can be set to by the user.

      • BuiltInLifecycleConfigArn (string) --

        The lifecycle configuration that runs before the default lifecycle configuration. It can override changes made in the default lifecycle configuration.

    • JupyterLabAppSettings (dict) --

      The settings for the JupyterLab application.

      SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

      • DefaultResourceSpec (dict) --

        Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

        • SageMakerImageArn (string) --

          The ARN of the SageMaker AI image that the image version belongs to.

        • SageMakerImageVersionArn (string) --

          The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

        • SageMakerImageVersionAlias (string) --

          The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

        • InstanceType (string) --

          The instance type that the image version runs on.

        • LifecycleConfigArn (string) --

          The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

      • CustomImages (list) --

        A list of custom SageMaker images that are configured to run as a JupyterLab app.

        • (dict) --

          A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

          • ImageName (string) --

            The name of the CustomImage. Must be unique to your account.

          • ImageVersionNumber (integer) --

            The version number of the CustomImage.

          • AppImageConfigName (string) --

            The name of the AppImageConfig.

      • LifecycleConfigArns (list) --

        The Amazon Resource Name (ARN) of the lifecycle configurations attached to the user profile or domain. To remove a lifecycle config, you must set LifecycleConfigArns to an empty list.

        • (string) --

      • CodeRepositories (list) --

        A list of Git repositories that SageMaker automatically displays to users for cloning in the JupyterLab application.

        • (dict) --

          A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

          • RepositoryUrl (string) --

            The URL of the Git repository.

      • AppLifecycleManagement (dict) --

        Indicates whether idle shutdown is activated for JupyterLab applications.

        • IdleSettings (dict) --

          Settings related to idle shutdown of Studio applications.

          • LifecycleManagement (string) --

            Indicates whether idle shutdown is activated for the application type.

          • IdleTimeoutInMinutes (integer) --

            The time that SageMaker waits after the application becomes idle before shutting it down.

          • MinIdleTimeoutInMinutes (integer) --

            The minimum value in minutes that custom idle shutdown can be set to by the user.

          • MaxIdleTimeoutInMinutes (integer) --

            The maximum value in minutes that custom idle shutdown can be set to by the user.

      • EmrSettings (dict) --

        The configuration parameters that specify the IAM roles assumed by the execution role of SageMaker (assumable roles) and the cluster instances or job execution environments (execution roles or runtime roles) to manage and access resources required for running Amazon EMR clusters or Amazon EMR Serverless applications.

        • AssumableRoleArns (list) --

          An array of Amazon Resource Names (ARNs) of the IAM roles that the execution role of SageMaker can assume for performing operations or tasks related to Amazon EMR clusters or Amazon EMR Serverless applications. These roles define the permissions and access policies required when performing Amazon EMR-related operations, such as listing, connecting to, or terminating Amazon EMR clusters or Amazon EMR Serverless applications. They are typically used in cross-account access scenarios, where the Amazon EMR resources (clusters or serverless applications) are located in a different Amazon Web Services account than the SageMaker domain.

          • (string) --

        • ExecutionRoleArns (list) --

          An array of Amazon Resource Names (ARNs) of the IAM roles used by the Amazon EMR cluster instances or job execution environments to access other Amazon Web Services services and resources needed during the runtime of your Amazon EMR or Amazon EMR Serverless workloads, such as Amazon S3 for data access, Amazon CloudWatch for logging, or other Amazon Web Services services based on the particular workload requirements.

          • (string) --

      • BuiltInLifecycleConfigArn (string) --

        The lifecycle configuration that runs before the default lifecycle configuration. It can override changes made in the default lifecycle configuration.

    • SpaceStorageSettings (dict) --

      The storage settings for a space.

      SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

      • DefaultEbsStorageSettings (dict) --

        The default EBS storage settings for a space.

        • DefaultEbsVolumeSizeInGb (integer) --

          The default size of the EBS storage volume for a space.

        • MaximumEbsVolumeSizeInGb (integer) --

          The maximum size of the EBS storage volume for a space.

    • DefaultLandingUri (string) --

      The default experience that the user is directed to when accessing the domain. The supported values are:

      • studio::: Indicates that Studio is the default experience. This value can only be passed if StudioWebPortal is set to ENABLED.

      • app:JupyterServer:: Indicates that Studio Classic is the default experience.

    • StudioWebPortal (string) --

      Whether the user can access Studio. If this value is set to DISABLED, the user cannot access Studio, even if that is the default experience for the domain.

    • CustomPosixUserConfig (dict) --

      Details about the POSIX identity that is used for file system operations.

      SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

      • Uid (integer) --

        The POSIX user ID.

      • Gid (integer) --

        The POSIX group ID.

    • CustomFileSystemConfigs (list) --

      The settings for assigning a custom file system to a user profile. Permitted users can access this file system in Amazon SageMaker AI Studio.

      SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

      • (dict) --

        The settings for assigning a custom file system to a user profile or space for an Amazon SageMaker AI Domain. Permitted users can access this file system in Amazon SageMaker AI Studio.

        • EFSFileSystemConfig (dict) --

          The settings for a custom Amazon EFS file system.

          • FileSystemId (string) --

            The ID of your Amazon EFS file system.

          • FileSystemPath (string) --

            The path to the file system directory that is accessible in Amazon SageMaker AI Studio. Permitted users can access only this directory and below.

        • FSxLustreFileSystemConfig (dict) --

          The settings for a custom Amazon FSx for Lustre file system.

          • FileSystemId (string) --

            The globally unique, 17-digit, ID of the file system, assigned by Amazon FSx for Lustre.

          • FileSystemPath (string) --

            The path to the file system directory that is accessible in Amazon SageMaker Studio. Permitted users can access only this directory and below.

        • S3FileSystemConfig (dict) --

          Configuration settings for a custom Amazon S3 file system.

          • MountPath (string) --

            The file system path where the Amazon S3 storage location will be mounted within the Amazon SageMaker Studio environment.

          • S3Uri (string) --

            The Amazon S3 URI of the S3 file system configuration.

    • StudioWebPortalSettings (dict) --

      Studio settings. If these settings are applied on a user level, they take priority over the settings applied on a domain level.

      • HiddenMlTools (list) --

        The machine learning tools that are hidden from the Studio left navigation pane.

        • (string) --

      • HiddenAppTypes (list) --

        The Applications supported in Studio that are hidden from the Studio left navigation pane.

        • (string) --

      • HiddenInstanceTypes (list) --

        The instance types you are hiding from the Studio user interface.

        • (string) --

      • HiddenSageMakerImageVersionAliases (list) --

        The version aliases you are hiding from the Studio user interface.

        • (dict) --

          The SageMaker images that are hidden from the Studio user interface. You must specify the SageMaker image name and version aliases.

          • SageMakerImageName (string) --

            The SageMaker image name that you are hiding from the Studio user interface.

          • VersionAliases (list) --

            The version aliases you are hiding from the Studio user interface.

            • (string) --

    • AutoMountHomeEFS (string) --

      Indicates whether auto-mounting of an EFS volume is supported for the user profile. The DefaultAsDomain value is only supported for user profiles. Do not use the DefaultAsDomain value when setting this parameter for a domain.

      SageMaker applies this setting only to private spaces that the user creates in the domain. SageMaker doesn't apply this setting to shared spaces.

  • DomainSettings (dict) --

    A collection of Domain settings.

    • SecurityGroupIds (list) --

      The security groups for the Amazon Virtual Private Cloud that the Domain uses for communication between Domain-level apps and user apps.

      • (string) --

    • RStudioServerProDomainSettings (dict) --

      A collection of settings that configure the RStudioServerPro Domain-level app.

      • DomainExecutionRoleArn (string) --

        The ARN of the execution role for the RStudioServerPro Domain-level app.

      • RStudioConnectUrl (string) --

        A URL pointing to an RStudio Connect server.

      • RStudioPackageManagerUrl (string) --

        A URL pointing to an RStudio Package Manager server.

      • DefaultResourceSpec (dict) --

        Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

        • SageMakerImageArn (string) --

          The ARN of the SageMaker AI image that the image version belongs to.

        • SageMakerImageVersionArn (string) --

          The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

        • SageMakerImageVersionAlias (string) --

          The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

        • InstanceType (string) --

          The instance type that the image version runs on.

        • LifecycleConfigArn (string) --

          The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

    • ExecutionRoleIdentityConfig (string) --

      The configuration for attaching a SageMaker AI user profile name to the execution role as a sts:SourceIdentity key.

    • DockerSettings (dict) --

      A collection of settings that configure the domain's Docker interaction.

      • EnableDockerAccess (string) --

        Indicates whether the domain can access Docker.

      • VpcOnlyTrustedAccounts (list) --

        The list of Amazon Web Services accounts that are trusted when the domain is created in VPC-only mode.

        • (string) --

    • AmazonQSettings (dict) --

      A collection of settings that configure the Amazon Q experience within the domain. The AuthMode that you use to create the domain must be SSO.

      • Status (string) --

        Whether Amazon Q has been enabled within the domain.

      • QProfileArn (string) --

        The ARN of the Amazon Q profile used within the domain.

    • UnifiedStudioSettings (dict) --

      The settings that apply to an SageMaker AI domain when you use it in Amazon SageMaker Unified Studio.

      • StudioWebPortalAccess (string) --

        Sets whether you can access the domain in Amazon SageMaker Studio:

        ENABLED

        You can access the domain in Amazon SageMaker Studio. If you migrate the domain to Amazon SageMaker Unified Studio, you can access it in both studio interfaces.

        DISABLED

        You can't access the domain in Amazon SageMaker Studio. If you migrate the domain to Amazon SageMaker Unified Studio, you can access it only in that studio interface.

        To migrate a domain to Amazon SageMaker Unified Studio, you specify the UnifiedStudioSettings data type when you use the UpdateDomain action.

      • DomainAccountId (string) --

        The ID of the Amazon Web Services account that has the Amazon SageMaker Unified Studio domain. The default value, if you don't specify an ID, is the ID of the account that has the Amazon SageMaker AI domain.

      • DomainRegion (string) --

        The Amazon Web Services Region where the domain is located in Amazon SageMaker Unified Studio. The default value, if you don't specify a Region, is the Region where the Amazon SageMaker AI domain is located.

      • DomainId (string) --

        The ID of the Amazon SageMaker Unified Studio domain associated with this domain.

      • ProjectId (string) --

        The ID of the Amazon SageMaker Unified Studio project that corresponds to the domain.

      • EnvironmentId (string) --

        The ID of the environment that Amazon SageMaker Unified Studio associates with the domain.

      • ProjectS3Path (string) --

        The location where Amazon S3 stores temporary execution data and other artifacts for the project that corresponds to the domain.

      • SingleSignOnApplicationArn (string) --

        The ARN of the application managed by SageMaker AI and SageMaker Unified Studio in the Amazon Web Services IAM Identity Center.

  • AppNetworkAccessType (string) --

    Specifies the VPC used for non-EFS traffic. The default value is PublicInternetOnly.

    • PublicInternetOnly - Non-EFS traffic is through a VPC managed by Amazon SageMaker AI, which allows direct internet access

    • VpcOnly - All traffic is through the specified VPC and subnets

  • HomeEfsFileSystemKmsKeyId (string) --

    Use KmsKeyId.

  • SubnetIds (list) --

    The VPC subnets that the domain uses for communication.

    • (string) --

  • Url (string) --

    The domain's URL.

  • VpcId (string) --

    The ID of the Amazon Virtual Private Cloud (VPC) that the domain uses for communication.

  • KmsKeyId (string) --

    The Amazon Web Services KMS customer managed key used to encrypt the EFS volume attached to the domain.

  • AppSecurityGroupManagement (string) --

    The entity that creates and manages the required security groups for inter-app communication in VPCOnly mode. Required when CreateDomain.AppNetworkAccessType is VPCOnly and DomainSettings.RStudioServerProDomainSettings.DomainExecutionRoleArn is provided.

  • TagPropagation (string) --

    Indicates whether custom tag propagation is supported for the domain.

  • DefaultSpaceSettings (dict) --

    The default settings for shared spaces that users create in the domain.

    • ExecutionRole (string) --

      The ARN of the execution role for the space.

    • SecurityGroups (list) --

      The security group IDs for the Amazon VPC that the space uses for communication.

      • (string) --

    • JupyterServerAppSettings (dict) --

      The JupyterServer app settings.

      • DefaultResourceSpec (dict) --

        The default instance type and the Amazon Resource Name (ARN) of the default SageMaker AI image used by the JupyterServer app. If you use the LifecycleConfigArns parameter, then this parameter is also required.

        • SageMakerImageArn (string) --

          The ARN of the SageMaker AI image that the image version belongs to.

        • SageMakerImageVersionArn (string) --

          The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

        • SageMakerImageVersionAlias (string) --

          The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

        • InstanceType (string) --

          The instance type that the image version runs on.

        • LifecycleConfigArn (string) --

          The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

      • LifecycleConfigArns (list) --

        The Amazon Resource Name (ARN) of the Lifecycle Configurations attached to the JupyterServerApp. If you use this parameter, the DefaultResourceSpec parameter is also required.

        • (string) --

      • CodeRepositories (list) --

        A list of Git repositories that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

        • (dict) --

          A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

          • RepositoryUrl (string) --

            The URL of the Git repository.

    • KernelGatewayAppSettings (dict) --

      The KernelGateway app settings.

      • DefaultResourceSpec (dict) --

        The default instance type and the Amazon Resource Name (ARN) of the default SageMaker AI image used by the KernelGateway app.

        • SageMakerImageArn (string) --

          The ARN of the SageMaker AI image that the image version belongs to.

        • SageMakerImageVersionArn (string) --

          The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

        • SageMakerImageVersionAlias (string) --

          The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

        • InstanceType (string) --

          The instance type that the image version runs on.

        • LifecycleConfigArn (string) --

          The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

      • CustomImages (list) --

        A list of custom SageMaker AI images that are configured to run as a KernelGateway app.

        The maximum number of custom images are as follows.

        • On a domain level: 200

        • On a space level: 5

        • On a user profile level: 5

        • (dict) --

          A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

          • ImageName (string) --

            The name of the CustomImage. Must be unique to your account.

          • ImageVersionNumber (integer) --

            The version number of the CustomImage.

          • AppImageConfigName (string) --

            The name of the AppImageConfig.

      • LifecycleConfigArns (list) --

        The Amazon Resource Name (ARN) of the Lifecycle Configurations attached to the the user profile or domain.

        • (string) --

    • JupyterLabAppSettings (dict) --

      The settings for the JupyterLab application.

      • DefaultResourceSpec (dict) --

        Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

        • SageMakerImageArn (string) --

          The ARN of the SageMaker AI image that the image version belongs to.

        • SageMakerImageVersionArn (string) --

          The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

        • SageMakerImageVersionAlias (string) --

          The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

        • InstanceType (string) --

          The instance type that the image version runs on.

        • LifecycleConfigArn (string) --

          The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

      • CustomImages (list) --

        A list of custom SageMaker images that are configured to run as a JupyterLab app.

        • (dict) --

          A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

          • ImageName (string) --

            The name of the CustomImage. Must be unique to your account.

          • ImageVersionNumber (integer) --

            The version number of the CustomImage.

          • AppImageConfigName (string) --

            The name of the AppImageConfig.

      • LifecycleConfigArns (list) --

        The Amazon Resource Name (ARN) of the lifecycle configurations attached to the user profile or domain. To remove a lifecycle config, you must set LifecycleConfigArns to an empty list.

        • (string) --

      • CodeRepositories (list) --

        A list of Git repositories that SageMaker automatically displays to users for cloning in the JupyterLab application.

        • (dict) --

          A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

          • RepositoryUrl (string) --

            The URL of the Git repository.

      • AppLifecycleManagement (dict) --

        Indicates whether idle shutdown is activated for JupyterLab applications.

        • IdleSettings (dict) --

          Settings related to idle shutdown of Studio applications.

          • LifecycleManagement (string) --

            Indicates whether idle shutdown is activated for the application type.

          • IdleTimeoutInMinutes (integer) --

            The time that SageMaker waits after the application becomes idle before shutting it down.

          • MinIdleTimeoutInMinutes (integer) --

            The minimum value in minutes that custom idle shutdown can be set to by the user.

          • MaxIdleTimeoutInMinutes (integer) --

            The maximum value in minutes that custom idle shutdown can be set to by the user.

      • EmrSettings (dict) --

        The configuration parameters that specify the IAM roles assumed by the execution role of SageMaker (assumable roles) and the cluster instances or job execution environments (execution roles or runtime roles) to manage and access resources required for running Amazon EMR clusters or Amazon EMR Serverless applications.

        • AssumableRoleArns (list) --

          An array of Amazon Resource Names (ARNs) of the IAM roles that the execution role of SageMaker can assume for performing operations or tasks related to Amazon EMR clusters or Amazon EMR Serverless applications. These roles define the permissions and access policies required when performing Amazon EMR-related operations, such as listing, connecting to, or terminating Amazon EMR clusters or Amazon EMR Serverless applications. They are typically used in cross-account access scenarios, where the Amazon EMR resources (clusters or serverless applications) are located in a different Amazon Web Services account than the SageMaker domain.

          • (string) --

        • ExecutionRoleArns (list) --

          An array of Amazon Resource Names (ARNs) of the IAM roles used by the Amazon EMR cluster instances or job execution environments to access other Amazon Web Services services and resources needed during the runtime of your Amazon EMR or Amazon EMR Serverless workloads, such as Amazon S3 for data access, Amazon CloudWatch for logging, or other Amazon Web Services services based on the particular workload requirements.

          • (string) --

      • BuiltInLifecycleConfigArn (string) --

        The lifecycle configuration that runs before the default lifecycle configuration. It can override changes made in the default lifecycle configuration.

    • SpaceStorageSettings (dict) --

      The default storage settings for a space.

      • DefaultEbsStorageSettings (dict) --

        The default EBS storage settings for a space.

        • DefaultEbsVolumeSizeInGb (integer) --

          The default size of the EBS storage volume for a space.

        • MaximumEbsVolumeSizeInGb (integer) --

          The maximum size of the EBS storage volume for a space.

    • CustomPosixUserConfig (dict) --

      Details about the POSIX identity that is used for file system operations.

      • Uid (integer) --

        The POSIX user ID.

      • Gid (integer) --

        The POSIX group ID.

    • CustomFileSystemConfigs (list) --

      The settings for assigning a custom file system to a domain. Permitted users can access this file system in Amazon SageMaker AI Studio.

      • (dict) --

        The settings for assigning a custom file system to a user profile or space for an Amazon SageMaker AI Domain. Permitted users can access this file system in Amazon SageMaker AI Studio.

        • EFSFileSystemConfig (dict) --

          The settings for a custom Amazon EFS file system.

          • FileSystemId (string) --

            The ID of your Amazon EFS file system.

          • FileSystemPath (string) --

            The path to the file system directory that is accessible in Amazon SageMaker AI Studio. Permitted users can access only this directory and below.

        • FSxLustreFileSystemConfig (dict) --

          The settings for a custom Amazon FSx for Lustre file system.

          • FileSystemId (string) --

            The globally unique, 17-digit, ID of the file system, assigned by Amazon FSx for Lustre.

          • FileSystemPath (string) --

            The path to the file system directory that is accessible in Amazon SageMaker Studio. Permitted users can access only this directory and below.

        • S3FileSystemConfig (dict) --

          Configuration settings for a custom Amazon S3 file system.

          • MountPath (string) --

            The file system path where the Amazon S3 storage location will be mounted within the Amazon SageMaker Studio environment.

          • S3Uri (string) --

            The Amazon S3 URI of the S3 file system configuration.

{'SpaceSettings': {'CustomFileSystems': {'S3FileSystem': {'S3Uri': 'string'}}}}

Describes the space.

See also: AWS API Documentation

Request Syntax

client.describe_space(
    DomainId='string',
    SpaceName='string'
)

type DomainId:

string

param DomainId:

[REQUIRED]

The ID of the associated domain.

type SpaceName:

string

param SpaceName:

[REQUIRED]

The name of the space.

rtype:

dict

returns:

Response Syntax

{
    'DomainId': 'string',
    'SpaceArn': 'string',
    'SpaceName': 'string',
    'HomeEfsFileSystemUid': 'string',
    'Status': 'Deleting'|'Failed'|'InService'|'Pending'|'Updating'|'Update_Failed'|'Delete_Failed',
    'LastModifiedTime': datetime(2015, 1, 1),
    'CreationTime': datetime(2015, 1, 1),
    'FailureReason': 'string',
    'SpaceSettings': {
        'JupyterServerAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'LifecycleConfigArns': [
                'string',
            ],
            'CodeRepositories': [
                {
                    'RepositoryUrl': 'string'
                },
            ]
        },
        'KernelGatewayAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'CustomImages': [
                {
                    'ImageName': 'string',
                    'ImageVersionNumber': 123,
                    'AppImageConfigName': 'string'
                },
            ],
            'LifecycleConfigArns': [
                'string',
            ]
        },
        'CodeEditorAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'AppLifecycleManagement': {
                'IdleSettings': {
                    'IdleTimeoutInMinutes': 123
                }
            }
        },
        'JupyterLabAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'CodeRepositories': [
                {
                    'RepositoryUrl': 'string'
                },
            ],
            'AppLifecycleManagement': {
                'IdleSettings': {
                    'IdleTimeoutInMinutes': 123
                }
            }
        },
        'AppType': 'JupyterServer'|'KernelGateway'|'DetailedProfiler'|'TensorBoard'|'CodeEditor'|'JupyterLab'|'RStudioServerPro'|'RSessionGateway'|'Canvas',
        'SpaceStorageSettings': {
            'EbsStorageSettings': {
                'EbsVolumeSizeInGb': 123
            }
        },
        'SpaceManagedResources': 'ENABLED'|'DISABLED',
        'CustomFileSystems': [
            {
                'EFSFileSystem': {
                    'FileSystemId': 'string'
                },
                'FSxLustreFileSystem': {
                    'FileSystemId': 'string'
                },
                'S3FileSystem': {
                    'S3Uri': 'string'
                }
            },
        ],
        'RemoteAccess': 'ENABLED'|'DISABLED'
    },
    'OwnershipSettings': {
        'OwnerUserProfileName': 'string'
    },
    'SpaceSharingSettings': {
        'SharingType': 'Private'|'Shared'
    },
    'SpaceDisplayName': 'string',
    'Url': 'string'
}

Response Structure

• (dict) --

  • DomainId (string) --

    The ID of the associated domain.

  • SpaceArn (string) --

    The space's Amazon Resource Name (ARN).

  • SpaceName (string) --

    The name of the space.

  • HomeEfsFileSystemUid (string) --

    The ID of the space's profile in the Amazon EFS volume.

  • Status (string) --

    The status.

  • LastModifiedTime (datetime) --

    The last modified time.

  • CreationTime (datetime) --

    The creation time.

  • FailureReason (string) --

    The failure reason.

  • SpaceSettings (dict) --

    A collection of space settings.

    • JupyterServerAppSettings (dict) --

      The JupyterServer app settings.

      • DefaultResourceSpec (dict) --

        The default instance type and the Amazon Resource Name (ARN) of the default SageMaker AI image used by the JupyterServer app. If you use the LifecycleConfigArns parameter, then this parameter is also required.

        • SageMakerImageArn (string) --

          The ARN of the SageMaker AI image that the image version belongs to.

        • SageMakerImageVersionArn (string) --

          The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

        • SageMakerImageVersionAlias (string) --

          The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

        • InstanceType (string) --

          The instance type that the image version runs on.

        • LifecycleConfigArn (string) --

          The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

      • LifecycleConfigArns (list) --

        The Amazon Resource Name (ARN) of the Lifecycle Configurations attached to the JupyterServerApp. If you use this parameter, the DefaultResourceSpec parameter is also required.

        • (string) --

      • CodeRepositories (list) --

        A list of Git repositories that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

        • (dict) --

          A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

          • RepositoryUrl (string) --

            The URL of the Git repository.

    • KernelGatewayAppSettings (dict) --

      The KernelGateway app settings.

      • DefaultResourceSpec (dict) --

        The default instance type and the Amazon Resource Name (ARN) of the default SageMaker AI image used by the KernelGateway app.

        • SageMakerImageArn (string) --

          The ARN of the SageMaker AI image that the image version belongs to.

        • SageMakerImageVersionArn (string) --

          The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

        • SageMakerImageVersionAlias (string) --

          The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

        • InstanceType (string) --

          The instance type that the image version runs on.

        • LifecycleConfigArn (string) --

          The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

      • CustomImages (list) --

        A list of custom SageMaker AI images that are configured to run as a KernelGateway app.

        The maximum number of custom images are as follows.

        • On a domain level: 200

        • On a space level: 5

        • On a user profile level: 5

        • (dict) --

          A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

          • ImageName (string) --

            The name of the CustomImage. Must be unique to your account.

          • ImageVersionNumber (integer) --

            The version number of the CustomImage.

          • AppImageConfigName (string) --

            The name of the AppImageConfig.

      • LifecycleConfigArns (list) --

        The Amazon Resource Name (ARN) of the Lifecycle Configurations attached to the the user profile or domain.

        • (string) --

    • CodeEditorAppSettings (dict) --

      The Code Editor application settings.

      • DefaultResourceSpec (dict) --

        Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

        • SageMakerImageArn (string) --

          The ARN of the SageMaker AI image that the image version belongs to.

        • SageMakerImageVersionArn (string) --

          The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

        • SageMakerImageVersionAlias (string) --

          The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

        • InstanceType (string) --

          The instance type that the image version runs on.

        • LifecycleConfigArn (string) --

          The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

      • AppLifecycleManagement (dict) --

        Settings that are used to configure and manage the lifecycle of CodeEditor applications in a space.

        • IdleSettings (dict) --

          Settings related to idle shutdown of Studio applications.

          • IdleTimeoutInMinutes (integer) --

            The time that SageMaker waits after the application becomes idle before shutting it down.

    • JupyterLabAppSettings (dict) --

      The settings for the JupyterLab application.

      • DefaultResourceSpec (dict) --

        Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

        • SageMakerImageArn (string) --

          The ARN of the SageMaker AI image that the image version belongs to.

        • SageMakerImageVersionArn (string) --

          The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

        • SageMakerImageVersionAlias (string) --

          The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

        • InstanceType (string) --

          The instance type that the image version runs on.

        • LifecycleConfigArn (string) --

          The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

      • CodeRepositories (list) --

        A list of Git repositories that SageMaker automatically displays to users for cloning in the JupyterLab application.

        • (dict) --

          A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

          • RepositoryUrl (string) --

            The URL of the Git repository.

      • AppLifecycleManagement (dict) --

        Settings that are used to configure and manage the lifecycle of JupyterLab applications in a space.

        • IdleSettings (dict) --

          Settings related to idle shutdown of Studio applications.

          • IdleTimeoutInMinutes (integer) --

            The time that SageMaker waits after the application becomes idle before shutting it down.

    • AppType (string) --

      The type of app created within the space.

      If using the UpdateSpace API, you can't change the app type of your space by specifying a different value for this field.

    • SpaceStorageSettings (dict) --

      The storage settings for a space.

      • EbsStorageSettings (dict) --

        A collection of EBS storage settings for a space.

        • EbsVolumeSizeInGb (integer) --

          The size of an EBS storage volume for a space.

    • SpaceManagedResources (string) --

      If you enable this option, SageMaker AI creates the following resources on your behalf when you create the space:

      • The user profile that possesses the space.

      • The app that the space contains.

    • CustomFileSystems (list) --

      A file system, created by you, that you assign to a space for an Amazon SageMaker AI Domain. Permitted users can access this file system in Amazon SageMaker AI Studio.

      • (dict) --

        A file system, created by you, that you assign to a user profile or space for an Amazon SageMaker AI Domain. Permitted users can access this file system in Amazon SageMaker AI Studio.

        • EFSFileSystem (dict) --

          A custom file system in Amazon EFS.

          • FileSystemId (string) --

            The ID of your Amazon EFS file system.

        • FSxLustreFileSystem (dict) --

          A custom file system in Amazon FSx for Lustre.

          • FileSystemId (string) --

            Amazon FSx for Lustre file system ID.

        • S3FileSystem (dict) --

          A custom file system in Amazon S3. This is only supported in Amazon SageMaker Unified Studio.

          • S3Uri (string) --

            The Amazon S3 URI that specifies the location in S3 where files are stored, which is mounted within the Studio environment. For example: s3://<bucket-name>/<prefix>/.

    • RemoteAccess (string) --

      A setting that enables or disables remote access for a SageMaker space. When enabled, this allows you to connect to the remote space from your local IDE.

  • OwnershipSettings (dict) --

    The collection of ownership settings for a space.

    • OwnerUserProfileName (string) --

      The user profile who is the owner of the space.

  • SpaceSharingSettings (dict) --

    The collection of space sharing settings for a space.

    • SharingType (string) --

      Specifies the sharing type of the space.

  • SpaceDisplayName (string) --

    The name of the space that appears in the Amazon SageMaker Studio UI.

  • Url (string) --

    Returns the URL of the space. If the space is created with Amazon Web Services IAM Identity Center (Successor to Amazon Web Services Single Sign-On) authentication, users can navigate to the URL after appending the respective redirect parameter for the application type to be federated through Amazon Web Services IAM Identity Center.

    The following application types are supported:

    • Studio Classic: &redirect=JupyterServer

    • JupyterLab: &redirect=JupyterLab

    • Code Editor, based on Code-OSS, Visual Studio Code - Open Source: &redirect=CodeEditor

{'ReservedCapacitySummaries': {'InstanceType': {'ml.p4de.24xlarge'}}}

Retrieves detailed information about a specific training plan.

See also: AWS API Documentation

Request Syntax

client.describe_training_plan(
    TrainingPlanName='string'
)

type TrainingPlanName:

string

param TrainingPlanName:

[REQUIRED]

The name of the training plan to describe.

rtype:

dict

returns:

Response Syntax

{
    'TrainingPlanArn': 'string',
    'TrainingPlanName': 'string',
    'Status': 'Pending'|'Active'|'Scheduled'|'Expired'|'Failed',
    'StatusMessage': 'string',
    'DurationHours': 123,
    'DurationMinutes': 123,
    'StartTime': datetime(2015, 1, 1),
    'EndTime': datetime(2015, 1, 1),
    'UpfrontFee': 'string',
    'CurrencyCode': 'string',
    'TotalInstanceCount': 123,
    'AvailableInstanceCount': 123,
    'InUseInstanceCount': 123,
    'TargetResources': [
        'training-job'|'hyperpod-cluster',
    ],
    'ReservedCapacitySummaries': [
        {
            'ReservedCapacityArn': 'string',
            'InstanceType': 'ml.p4d.24xlarge'|'ml.p5.48xlarge'|'ml.p5e.48xlarge'|'ml.p5en.48xlarge'|'ml.trn1.32xlarge'|'ml.trn2.48xlarge'|'ml.p6-b200.48xlarge'|'ml.p4de.24xlarge',
            'TotalInstanceCount': 123,
            'Status': 'Pending'|'Active'|'Scheduled'|'Expired'|'Failed',
            'AvailabilityZone': 'string',
            'DurationHours': 123,
            'DurationMinutes': 123,
            'StartTime': datetime(2015, 1, 1),
            'EndTime': datetime(2015, 1, 1)
        },
    ]
}

Response Structure

• (dict) --

  • TrainingPlanArn (string) --

    The Amazon Resource Name (ARN); of the training plan.

  • TrainingPlanName (string) --

    The name of the training plan.

  • Status (string) --

    The current status of the training plan (e.g., Pending, Active, Expired). To see the complete list of status values available for a training plan, refer to the Status attribute within the TrainingPlanSummary object.

  • StatusMessage (string) --

    A message providing additional information about the current status of the training plan.

  • DurationHours (integer) --

    The number of whole hours in the total duration for this training plan.

  • DurationMinutes (integer) --

    The additional minutes beyond whole hours in the total duration for this training plan.

  • StartTime (datetime) --

    The start time of the training plan.

  • EndTime (datetime) --

    The end time of the training plan.

  • UpfrontFee (string) --

    The upfront fee for the training plan.

  • CurrencyCode (string) --

    The currency code for the upfront fee (e.g., USD).

  • TotalInstanceCount (integer) --

    The total number of instances reserved in this training plan.

  • AvailableInstanceCount (integer) --

    The number of instances currently available for use in this training plan.

  • InUseInstanceCount (integer) --

    The number of instances currently in use from this training plan.

  • TargetResources (list) --

    The target resources (e.g., SageMaker Training Jobs, SageMaker HyperPod) that can use this training plan.

    Training plans are specific to their target resource.

    • A training plan designed for SageMaker training jobs can only be used to schedule and run training jobs.

    • A training plan for HyperPod clusters can be used exclusively to provide compute resources to a cluster's instance group.

    • (string) --

  • ReservedCapacitySummaries (list) --

    The list of Reserved Capacity providing the underlying compute resources of the plan.

    • (dict) --

      Details of a reserved capacity for the training plan.

      For more information about how to reserve GPU capacity for your SageMaker HyperPod clusters using Amazon SageMaker Training Plan, see ``CreateTrainingPlan ``.

      • ReservedCapacityArn (string) --

        The Amazon Resource Name (ARN); of the reserved capacity.

      • InstanceType (string) --

        The instance type for the reserved capacity.

      • TotalInstanceCount (integer) --

        The total number of instances in the reserved capacity.

      • Status (string) --

        The current status of the reserved capacity.

      • AvailabilityZone (string) --

        The availability zone for the reserved capacity.

      • DurationHours (integer) --

        The number of whole hours in the total duration for this reserved capacity.

      • DurationMinutes (integer) --

        The additional minutes beyond whole hours in the total duration for this reserved capacity.

      • StartTime (datetime) --

        The start time of the reserved capacity.

      • EndTime (datetime) --

        The end time of the reserved capacity.

{'UserSettings': {'CustomFileSystemConfigs': {'S3FileSystemConfig': {'MountPath': 'string',
                                                                     'S3Uri': 'string'}}}}

Describes a user profile. For more information, see CreateUserProfile.

See also: AWS API Documentation

Request Syntax

client.describe_user_profile(
    DomainId='string',
    UserProfileName='string'
)

type DomainId:

string

param DomainId:

[REQUIRED]

The domain ID.

type UserProfileName:

string

param UserProfileName:

[REQUIRED]

The user profile name. This value is not case sensitive.

rtype:

dict

returns:

Response Syntax

{
    'DomainId': 'string',
    'UserProfileArn': 'string',
    'UserProfileName': 'string',
    'HomeEfsFileSystemUid': 'string',
    'Status': 'Deleting'|'Failed'|'InService'|'Pending'|'Updating'|'Update_Failed'|'Delete_Failed',
    'LastModifiedTime': datetime(2015, 1, 1),
    'CreationTime': datetime(2015, 1, 1),
    'FailureReason': 'string',
    'SingleSignOnUserIdentifier': 'string',
    'SingleSignOnUserValue': 'string',
    'UserSettings': {
        'ExecutionRole': 'string',
        'SecurityGroups': [
            'string',
        ],
        'SharingSettings': {
            'NotebookOutputOption': 'Allowed'|'Disabled',
            'S3OutputPath': 'string',
            'S3KmsKeyId': 'string'
        },
        'JupyterServerAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
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            },
            'GenerativeAiSettings': {
                'AmazonBedrockRoleArn': 'string'
            },
            'EmrServerlessSettings': {
                'ExecutionRoleArn': 'string',
                'Status': 'ENABLED'|'DISABLED'
            }
        },
        'CodeEditorAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'CustomImages': [
                {
                    'ImageName': 'string',
                    'ImageVersionNumber': 123,
                    'AppImageConfigName': 'string'
                },
            ],
            'LifecycleConfigArns': [
                'string',
            ],
            'AppLifecycleManagement': {
                'IdleSettings': {
                    'LifecycleManagement': 'ENABLED'|'DISABLED',
                    'IdleTimeoutInMinutes': 123,
                    'MinIdleTimeoutInMinutes': 123,
                    'MaxIdleTimeoutInMinutes': 123
                }
            },
            'BuiltInLifecycleConfigArn': 'string'
        },
        'JupyterLabAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'CustomImages': [
                {
                    'ImageName': 'string',
                    'ImageVersionNumber': 123,
                    'AppImageConfigName': 'string'
                },
            ],
            'LifecycleConfigArns': [
                'string',
            ],
            'CodeRepositories': [
                {
                    'RepositoryUrl': 'string'
                },
            ],
            'AppLifecycleManagement': {
                'IdleSettings': {
                    'LifecycleManagement': 'ENABLED'|'DISABLED',
                    'IdleTimeoutInMinutes': 123,
                    'MinIdleTimeoutInMinutes': 123,
                    'MaxIdleTimeoutInMinutes': 123
                }
            },
            'EmrSettings': {
                'AssumableRoleArns': [
                    'string',
                ],
                'ExecutionRoleArns': [
                    'string',
                ]
            },
            'BuiltInLifecycleConfigArn': 'string'
        },
        'SpaceStorageSettings': {
            'DefaultEbsStorageSettings': {
                'DefaultEbsVolumeSizeInGb': 123,
                'MaximumEbsVolumeSizeInGb': 123
            }
        },
        'DefaultLandingUri': 'string',
        'StudioWebPortal': 'ENABLED'|'DISABLED',
        'CustomPosixUserConfig': {
            'Uid': 123,
            'Gid': 123
        },
        'CustomFileSystemConfigs': [
            {
                'EFSFileSystemConfig': {
                    'FileSystemId': 'string',
                    'FileSystemPath': 'string'
                },
                'FSxLustreFileSystemConfig': {
                    'FileSystemId': 'string',
                    'FileSystemPath': 'string'
                },
                'S3FileSystemConfig': {
                    'MountPath': 'string',
                    'S3Uri': 'string'
                }
            },
        ],
        'StudioWebPortalSettings': {
            'HiddenMlTools': [
                'DataWrangler'|'FeatureStore'|'EmrClusters'|'AutoMl'|'Experiments'|'Training'|'ModelEvaluation'|'Pipelines'|'Models'|'JumpStart'|'InferenceRecommender'|'Endpoints'|'Projects'|'InferenceOptimization'|'PerformanceEvaluation'|'LakeraGuard'|'Comet'|'DeepchecksLLMEvaluation'|'Fiddler'|'HyperPodClusters',
            ],
            'HiddenAppTypes': [
                'JupyterServer'|'KernelGateway'|'DetailedProfiler'|'TensorBoard'|'CodeEditor'|'JupyterLab'|'RStudioServerPro'|'RSessionGateway'|'Canvas',
            ],
            'HiddenInstanceTypes': [
                'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
            ],
            'HiddenSageMakerImageVersionAliases': [
                {
                    'SageMakerImageName': 'sagemaker_distribution',
                    'VersionAliases': [
                        'string',
                    ]
                },
            ]
        },
        'AutoMountHomeEFS': 'Enabled'|'Disabled'|'DefaultAsDomain'
    }
}

Response Structure

• (dict) --

  • DomainId (string) --

    The ID of the domain that contains the profile.

  • UserProfileArn (string) --

    The user profile Amazon Resource Name (ARN).

  • UserProfileName (string) --

    The user profile name.

  • HomeEfsFileSystemUid (string) --

    The ID of the user's profile in the Amazon Elastic File System volume.

  • Status (string) --

    The status.

  • LastModifiedTime (datetime) --

    The last modified time.

  • CreationTime (datetime) --

    The creation time.

  • FailureReason (string) --

    The failure reason.

  • SingleSignOnUserIdentifier (string) --

    The IAM Identity Center user identifier.

  • SingleSignOnUserValue (string) --

    The IAM Identity Center user value.

  • UserSettings (dict) --

    A collection of settings.

    • ExecutionRole (string) --

      The execution role for the user.

      SageMaker applies this setting only to private spaces that the user creates in the domain. SageMaker doesn't apply this setting to shared spaces.

    • SecurityGroups (list) --

      The security groups for the Amazon Virtual Private Cloud (VPC) that the domain uses for communication.

      Optional when the CreateDomain.AppNetworkAccessType parameter is set to PublicInternetOnly.

      Required when the CreateDomain.AppNetworkAccessType parameter is set to VpcOnly, unless specified as part of the DefaultUserSettings for the domain.

      Amazon SageMaker AI adds a security group to allow NFS traffic from Amazon SageMaker AI Studio. Therefore, the number of security groups that you can specify is one less than the maximum number shown.

      SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

      • (string) --

    • SharingSettings (dict) --

      Specifies options for sharing Amazon SageMaker AI Studio notebooks.

      • NotebookOutputOption (string) --

        Whether to include the notebook cell output when sharing the notebook. The default is Disabled.

      • S3OutputPath (string) --

        When NotebookOutputOption is Allowed, the Amazon S3 bucket used to store the shared notebook snapshots.

      • S3KmsKeyId (string) --

        When NotebookOutputOption is Allowed, the Amazon Web Services Key Management Service (KMS) encryption key ID used to encrypt the notebook cell output in the Amazon S3 bucket.

    • JupyterServerAppSettings (dict) --

      The Jupyter server's app settings.

      • DefaultResourceSpec (dict) --

        The default instance type and the Amazon Resource Name (ARN) of the default SageMaker AI image used by the JupyterServer app. If you use the LifecycleConfigArns parameter, then this parameter is also required.

        • SageMakerImageArn (string) --

          The ARN of the SageMaker AI image that the image version belongs to.

        • SageMakerImageVersionArn (string) --

          The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

        • SageMakerImageVersionAlias (string) --

          The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

        • InstanceType (string) --

          The instance type that the image version runs on.

        • LifecycleConfigArn (string) --

          The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

      • LifecycleConfigArns (list) --

        The Amazon Resource Name (ARN) of the Lifecycle Configurations attached to the JupyterServerApp. If you use this parameter, the DefaultResourceSpec parameter is also required.

        • (string) --

      • CodeRepositories (list) --

        A list of Git repositories that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

        • (dict) --

          A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

          • RepositoryUrl (string) --

            The URL of the Git repository.

    • KernelGatewayAppSettings (dict) --

      The kernel gateway app settings.

      • DefaultResourceSpec (dict) --

        The default instance type and the Amazon Resource Name (ARN) of the default SageMaker AI image used by the KernelGateway app.

        • SageMakerImageArn (string) --

          The ARN of the SageMaker AI image that the image version belongs to.

        • SageMakerImageVersionArn (string) --

          The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

        • SageMakerImageVersionAlias (string) --

          The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

        • InstanceType (string) --

          The instance type that the image version runs on.

        • LifecycleConfigArn (string) --

          The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

      • CustomImages (list) --

        A list of custom SageMaker AI images that are configured to run as a KernelGateway app.

        The maximum number of custom images are as follows.

        • On a domain level: 200

        • On a space level: 5

        • On a user profile level: 5

        • (dict) --

          A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

          • ImageName (string) --

            The name of the CustomImage. Must be unique to your account.

          • ImageVersionNumber (integer) --

            The version number of the CustomImage.

          • AppImageConfigName (string) --

            The name of the AppImageConfig.

      • LifecycleConfigArns (list) --

        The Amazon Resource Name (ARN) of the Lifecycle Configurations attached to the the user profile or domain.

        • (string) --

    • TensorBoardAppSettings (dict) --

      The TensorBoard app settings.

      • DefaultResourceSpec (dict) --

        The default instance type and the Amazon Resource Name (ARN) of the SageMaker AI image created on the instance.

        • SageMakerImageArn (string) --

          The ARN of the SageMaker AI image that the image version belongs to.

        • SageMakerImageVersionArn (string) --

          The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

        • SageMakerImageVersionAlias (string) --

          The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

        • InstanceType (string) --

          The instance type that the image version runs on.

        • LifecycleConfigArn (string) --

          The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

    • RStudioServerProAppSettings (dict) --

      A collection of settings that configure user interaction with the RStudioServerPro app.

      • AccessStatus (string) --

        Indicates whether the current user has access to the RStudioServerPro app.

      • UserGroup (string) --

        The level of permissions that the user has within the RStudioServerPro app. This value defaults to User. The Admin value allows the user access to the RStudio Administrative Dashboard.

    • RSessionAppSettings (dict) --

      A collection of settings that configure the RSessionGateway app.

      • DefaultResourceSpec (dict) --

        Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

        • SageMakerImageArn (string) --

          The ARN of the SageMaker AI image that the image version belongs to.

        • SageMakerImageVersionArn (string) --

          The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

        • SageMakerImageVersionAlias (string) --

          The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

        • InstanceType (string) --

          The instance type that the image version runs on.

        • LifecycleConfigArn (string) --

          The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

      • CustomImages (list) --

        A list of custom SageMaker AI images that are configured to run as a RSession app.

        • (dict) --

          A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

          • ImageName (string) --

            The name of the CustomImage. Must be unique to your account.

          • ImageVersionNumber (integer) --

            The version number of the CustomImage.

          • AppImageConfigName (string) --

            The name of the AppImageConfig.

    • CanvasAppSettings (dict) --

      The Canvas app settings.

      SageMaker applies these settings only to private spaces that SageMaker creates for the Canvas app.

      • TimeSeriesForecastingSettings (dict) --

        Time series forecast settings for the SageMaker Canvas application.

        • Status (string) --

          Describes whether time series forecasting is enabled or disabled in the Canvas application.

        • AmazonForecastRoleArn (string) --

          The IAM role that Canvas passes to Amazon Forecast for time series forecasting. By default, Canvas uses the execution role specified in the UserProfile that launches the Canvas application. If an execution role is not specified in the UserProfile, Canvas uses the execution role specified in the Domain that owns the UserProfile. To allow time series forecasting, this IAM role should have the AmazonSageMakerCanvasForecastAccess policy attached and forecast.amazonaws.com added in the trust relationship as a service principal.

      • ModelRegisterSettings (dict) --

        The model registry settings for the SageMaker Canvas application.

        • Status (string) --

          Describes whether the integration to the model registry is enabled or disabled in the Canvas application.

        • CrossAccountModelRegisterRoleArn (string) --

          The Amazon Resource Name (ARN) of the SageMaker model registry account. Required only to register model versions created by a different SageMaker Canvas Amazon Web Services account than the Amazon Web Services account in which SageMaker model registry is set up.

      • WorkspaceSettings (dict) --

        The workspace settings for the SageMaker Canvas application.

        • S3ArtifactPath (string) --

          The Amazon S3 bucket used to store artifacts generated by Canvas. Updating the Amazon S3 location impacts existing configuration settings, and Canvas users no longer have access to their artifacts. Canvas users must log out and log back in to apply the new location.

        • S3KmsKeyId (string) --

          The Amazon Web Services Key Management Service (KMS) encryption key ID that is used to encrypt artifacts generated by Canvas in the Amazon S3 bucket.

      • IdentityProviderOAuthSettings (list) --

        The settings for connecting to an external data source with OAuth.

        • (dict) --

          The Amazon SageMaker Canvas application setting where you configure OAuth for connecting to an external data source, such as Snowflake.

          • DataSourceName (string) --

            The name of the data source that you're connecting to. Canvas currently supports OAuth for Snowflake and Salesforce Data Cloud.

          • Status (string) --

            Describes whether OAuth for a data source is enabled or disabled in the Canvas application.

          • SecretArn (string) --

            The ARN of an Amazon Web Services Secrets Manager secret that stores the credentials from your identity provider, such as the client ID and secret, authorization URL, and token URL.

      • DirectDeploySettings (dict) --

        The model deployment settings for the SageMaker Canvas application.

        • Status (string) --

          Describes whether model deployment permissions are enabled or disabled in the Canvas application.

      • KendraSettings (dict) --

        The settings for document querying.

        • Status (string) --

          Describes whether the document querying feature is enabled or disabled in the Canvas application.

      • GenerativeAiSettings (dict) --

        The generative AI settings for the SageMaker Canvas application.

        • AmazonBedrockRoleArn (string) --

          The ARN of an Amazon Web Services IAM role that allows fine-tuning of large language models (LLMs) in Amazon Bedrock. The IAM role should have Amazon S3 read and write permissions, as well as a trust relationship that establishes bedrock.amazonaws.com as a service principal.

      • EmrServerlessSettings (dict) --

        The settings for running Amazon EMR Serverless data processing jobs in SageMaker Canvas.

        • ExecutionRoleArn (string) --

          The Amazon Resource Name (ARN) of the Amazon Web Services IAM role that is assumed for running Amazon EMR Serverless jobs in SageMaker Canvas. This role should have the necessary permissions to read and write data attached and a trust relationship with EMR Serverless.

        • Status (string) --

          Describes whether Amazon EMR Serverless job capabilities are enabled or disabled in the SageMaker Canvas application.

    • CodeEditorAppSettings (dict) --

      The Code Editor application settings.

      SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

      • DefaultResourceSpec (dict) --

        Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

        • SageMakerImageArn (string) --

          The ARN of the SageMaker AI image that the image version belongs to.

        • SageMakerImageVersionArn (string) --

          The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

        • SageMakerImageVersionAlias (string) --

          The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

        • InstanceType (string) --

          The instance type that the image version runs on.

        • LifecycleConfigArn (string) --

          The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

      • CustomImages (list) --

        A list of custom SageMaker images that are configured to run as a Code Editor app.

        • (dict) --

          A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

          • ImageName (string) --

            The name of the CustomImage. Must be unique to your account.

          • ImageVersionNumber (integer) --

            The version number of the CustomImage.

          • AppImageConfigName (string) --

            The name of the AppImageConfig.

      • LifecycleConfigArns (list) --

        The Amazon Resource Name (ARN) of the Code Editor application lifecycle configuration.

        • (string) --

      • AppLifecycleManagement (dict) --

        Settings that are used to configure and manage the lifecycle of CodeEditor applications.

        • IdleSettings (dict) --

          Settings related to idle shutdown of Studio applications.

          • LifecycleManagement (string) --

            Indicates whether idle shutdown is activated for the application type.

          • IdleTimeoutInMinutes (integer) --

            The time that SageMaker waits after the application becomes idle before shutting it down.

          • MinIdleTimeoutInMinutes (integer) --

            The minimum value in minutes that custom idle shutdown can be set to by the user.

          • MaxIdleTimeoutInMinutes (integer) --

            The maximum value in minutes that custom idle shutdown can be set to by the user.

      • BuiltInLifecycleConfigArn (string) --

        The lifecycle configuration that runs before the default lifecycle configuration. It can override changes made in the default lifecycle configuration.

    • JupyterLabAppSettings (dict) --

      The settings for the JupyterLab application.

      SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

      • DefaultResourceSpec (dict) --

        Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

        • SageMakerImageArn (string) --

          The ARN of the SageMaker AI image that the image version belongs to.

        • SageMakerImageVersionArn (string) --

          The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

        • SageMakerImageVersionAlias (string) --

          The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

        • InstanceType (string) --

          The instance type that the image version runs on.

        • LifecycleConfigArn (string) --

          The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

      • CustomImages (list) --

        A list of custom SageMaker images that are configured to run as a JupyterLab app.

        • (dict) --

          A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

          • ImageName (string) --

            The name of the CustomImage. Must be unique to your account.

          • ImageVersionNumber (integer) --

            The version number of the CustomImage.

          • AppImageConfigName (string) --

            The name of the AppImageConfig.

      • LifecycleConfigArns (list) --

        The Amazon Resource Name (ARN) of the lifecycle configurations attached to the user profile or domain. To remove a lifecycle config, you must set LifecycleConfigArns to an empty list.

        • (string) --

      • CodeRepositories (list) --

        A list of Git repositories that SageMaker automatically displays to users for cloning in the JupyterLab application.

        • (dict) --

          A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

          • RepositoryUrl (string) --

            The URL of the Git repository.

      • AppLifecycleManagement (dict) --

        Indicates whether idle shutdown is activated for JupyterLab applications.

        • IdleSettings (dict) --

          Settings related to idle shutdown of Studio applications.

          • LifecycleManagement (string) --

            Indicates whether idle shutdown is activated for the application type.

          • IdleTimeoutInMinutes (integer) --

            The time that SageMaker waits after the application becomes idle before shutting it down.

          • MinIdleTimeoutInMinutes (integer) --

            The minimum value in minutes that custom idle shutdown can be set to by the user.

          • MaxIdleTimeoutInMinutes (integer) --

            The maximum value in minutes that custom idle shutdown can be set to by the user.

      • EmrSettings (dict) --

        The configuration parameters that specify the IAM roles assumed by the execution role of SageMaker (assumable roles) and the cluster instances or job execution environments (execution roles or runtime roles) to manage and access resources required for running Amazon EMR clusters or Amazon EMR Serverless applications.

        • AssumableRoleArns (list) --

          An array of Amazon Resource Names (ARNs) of the IAM roles that the execution role of SageMaker can assume for performing operations or tasks related to Amazon EMR clusters or Amazon EMR Serverless applications. These roles define the permissions and access policies required when performing Amazon EMR-related operations, such as listing, connecting to, or terminating Amazon EMR clusters or Amazon EMR Serverless applications. They are typically used in cross-account access scenarios, where the Amazon EMR resources (clusters or serverless applications) are located in a different Amazon Web Services account than the SageMaker domain.

          • (string) --

        • ExecutionRoleArns (list) --

          An array of Amazon Resource Names (ARNs) of the IAM roles used by the Amazon EMR cluster instances or job execution environments to access other Amazon Web Services services and resources needed during the runtime of your Amazon EMR or Amazon EMR Serverless workloads, such as Amazon S3 for data access, Amazon CloudWatch for logging, or other Amazon Web Services services based on the particular workload requirements.

          • (string) --

      • BuiltInLifecycleConfigArn (string) --

        The lifecycle configuration that runs before the default lifecycle configuration. It can override changes made in the default lifecycle configuration.

    • SpaceStorageSettings (dict) --

      The storage settings for a space.

      SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

      • DefaultEbsStorageSettings (dict) --

        The default EBS storage settings for a space.

        • DefaultEbsVolumeSizeInGb (integer) --

          The default size of the EBS storage volume for a space.

        • MaximumEbsVolumeSizeInGb (integer) --

          The maximum size of the EBS storage volume for a space.

    • DefaultLandingUri (string) --

      The default experience that the user is directed to when accessing the domain. The supported values are:

      • studio::: Indicates that Studio is the default experience. This value can only be passed if StudioWebPortal is set to ENABLED.

      • app:JupyterServer:: Indicates that Studio Classic is the default experience.

    • StudioWebPortal (string) --

      Whether the user can access Studio. If this value is set to DISABLED, the user cannot access Studio, even if that is the default experience for the domain.

    • CustomPosixUserConfig (dict) --

      Details about the POSIX identity that is used for file system operations.

      SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

      • Uid (integer) --

        The POSIX user ID.

      • Gid (integer) --

        The POSIX group ID.

    • CustomFileSystemConfigs (list) --

      The settings for assigning a custom file system to a user profile. Permitted users can access this file system in Amazon SageMaker AI Studio.

      SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

      • (dict) --

        The settings for assigning a custom file system to a user profile or space for an Amazon SageMaker AI Domain. Permitted users can access this file system in Amazon SageMaker AI Studio.

        • EFSFileSystemConfig (dict) --

          The settings for a custom Amazon EFS file system.

          • FileSystemId (string) --

            The ID of your Amazon EFS file system.

          • FileSystemPath (string) --

            The path to the file system directory that is accessible in Amazon SageMaker AI Studio. Permitted users can access only this directory and below.

        • FSxLustreFileSystemConfig (dict) --

          The settings for a custom Amazon FSx for Lustre file system.

          • FileSystemId (string) --

            The globally unique, 17-digit, ID of the file system, assigned by Amazon FSx for Lustre.

          • FileSystemPath (string) --

            The path to the file system directory that is accessible in Amazon SageMaker Studio. Permitted users can access only this directory and below.

        • S3FileSystemConfig (dict) --

          Configuration settings for a custom Amazon S3 file system.

          • MountPath (string) --

            The file system path where the Amazon S3 storage location will be mounted within the Amazon SageMaker Studio environment.

          • S3Uri (string) --

            The Amazon S3 URI of the S3 file system configuration.

    • StudioWebPortalSettings (dict) --

      Studio settings. If these settings are applied on a user level, they take priority over the settings applied on a domain level.

      • HiddenMlTools (list) --

        The machine learning tools that are hidden from the Studio left navigation pane.

        • (string) --

      • HiddenAppTypes (list) --

        The Applications supported in Studio that are hidden from the Studio left navigation pane.

        • (string) --

      • HiddenInstanceTypes (list) --

        The instance types you are hiding from the Studio user interface.

        • (string) --

      • HiddenSageMakerImageVersionAliases (list) --

        The version aliases you are hiding from the Studio user interface.

        • (dict) --

          The SageMaker images that are hidden from the Studio user interface. You must specify the SageMaker image name and version aliases.

          • SageMakerImageName (string) --

            The SageMaker image name that you are hiding from the Studio user interface.

          • VersionAliases (list) --

            The version aliases you are hiding from the Studio user interface.

            • (string) --

    • AutoMountHomeEFS (string) --

      Indicates whether auto-mounting of an EFS volume is supported for the user profile. The DefaultAsDomain value is only supported for user profiles. Do not use the DefaultAsDomain value when setting this parameter for a domain.

      SageMaker applies this setting only to private spaces that the user creates in the domain. SageMaker doesn't apply this setting to shared spaces.

{'Workforce': {'IpAddressType': 'ipv4 | dualstack'}}

Lists private workforce information, including workforce name, Amazon Resource Name (ARN), and, if applicable, allowed IP address ranges ( CIDRs). Allowable IP address ranges are the IP addresses that workers can use to access tasks.

See also: AWS API Documentation

Request Syntax

client.describe_workforce(
    WorkforceName='string'
)

type WorkforceName:

string

param WorkforceName:

[REQUIRED]

The name of the private workforce whose access you want to restrict. WorkforceName is automatically set to default when a workforce is created and cannot be modified.

rtype:

dict

returns:

Response Syntax

{
    'Workforce': {
        'WorkforceName': 'string',
        'WorkforceArn': 'string',
        'LastUpdatedDate': datetime(2015, 1, 1),
        'SourceIpConfig': {
            'Cidrs': [
                'string',
            ]
        },
        'SubDomain': 'string',
        'CognitoConfig': {
            'UserPool': 'string',
            'ClientId': 'string'
        },
        'OidcConfig': {
            'ClientId': 'string',
            'Issuer': 'string',
            'AuthorizationEndpoint': 'string',
            'TokenEndpoint': 'string',
            'UserInfoEndpoint': 'string',
            'LogoutEndpoint': 'string',
            'JwksUri': 'string',
            'Scope': 'string',
            'AuthenticationRequestExtraParams': {
                'string': 'string'
            }
        },
        'CreateDate': datetime(2015, 1, 1),
        'WorkforceVpcConfig': {
            'VpcId': 'string',
            'SecurityGroupIds': [
                'string',
            ],
            'Subnets': [
                'string',
            ],
            'VpcEndpointId': 'string'
        },
        'Status': 'Initializing'|'Updating'|'Deleting'|'Failed'|'Active',
        'FailureReason': 'string',
        'IpAddressType': 'ipv4'|'dualstack'
    }
}

Response Structure

• (dict) --

  • Workforce (dict) --

    A single private workforce, which is automatically created when you create your first private work team. You can create one private work force in each Amazon Web Services Region. By default, any workforce-related API operation used in a specific region will apply to the workforce created in that region. To learn how to create a private workforce, see Create a Private Workforce.

    • WorkforceName (string) --

      The name of the private workforce.

    • WorkforceArn (string) --

      The Amazon Resource Name (ARN) of the private workforce.

    • LastUpdatedDate (datetime) --

      The most recent date that UpdateWorkforce was used to successfully add one or more IP address ranges ( CIDRs) to a private workforce's allow list.

    • SourceIpConfig (dict) --

      A list of one to ten IP address ranges ( CIDRs) to be added to the workforce allow list. By default, a workforce isn't restricted to specific IP addresses.

      • Cidrs (list) --

        A list of one to ten Classless Inter-Domain Routing (CIDR) values.

        Maximum: Ten CIDR values

        • (string) --

    • SubDomain (string) --

      The subdomain for your OIDC Identity Provider.

    • CognitoConfig (dict) --

      The configuration of an Amazon Cognito workforce. A single Cognito workforce is created using and corresponds to a single Amazon Cognito user pool.

      • UserPool (string) --

        A user pool is a user directory in Amazon Cognito. With a user pool, your users can sign in to your web or mobile app through Amazon Cognito. Your users can also sign in through social identity providers like Google, Facebook, Amazon, or Apple, and through SAML identity providers.

      • ClientId (string) --

        The client ID for your Amazon Cognito user pool.

    • OidcConfig (dict) --

      The configuration of an OIDC Identity Provider (IdP) private workforce.

      • ClientId (string) --

        The OIDC IdP client ID used to configure your private workforce.

      • Issuer (string) --

        The OIDC IdP issuer used to configure your private workforce.

      • AuthorizationEndpoint (string) --

        The OIDC IdP authorization endpoint used to configure your private workforce.

      • TokenEndpoint (string) --

        The OIDC IdP token endpoint used to configure your private workforce.

      • UserInfoEndpoint (string) --

        The OIDC IdP user information endpoint used to configure your private workforce.

      • LogoutEndpoint (string) --

        The OIDC IdP logout endpoint used to configure your private workforce.

      • JwksUri (string) --

        The OIDC IdP JSON Web Key Set (Jwks) URI used to configure your private workforce.

      • Scope (string) --

        An array of string identifiers used to refer to the specific pieces of user data or claims that the client application wants to access.

      • AuthenticationRequestExtraParams (dict) --

        A string to string map of identifiers specific to the custom identity provider (IdP) being used.

        • (string) --

          • (string) --

    • CreateDate (datetime) --

      The date that the workforce is created.

    • WorkforceVpcConfig (dict) --

      The configuration of a VPC workforce.

      • VpcId (string) --

        The ID of the VPC that the workforce uses for communication.

      • SecurityGroupIds (list) --

        The VPC security group IDs, in the form sg-xxxxxxxx. The security groups must be for the same VPC as specified in the subnet.

        • (string) --

      • Subnets (list) --

        The ID of the subnets in the VPC that you want to connect.

        • (string) --

      • VpcEndpointId (string) --

        The IDs for the VPC service endpoints of your VPC workforce when it is created and updated.

    • Status (string) --

      The status of your workforce.

    • FailureReason (string) --

      The reason your workforce failed.

    • IpAddressType (string) --

      The IP address type you specify - either IPv4 only or dualstack ( IPv4 and IPv6) - to support your labeling workforce.

{'TrainingPlanSummaries': {'ReservedCapacitySummaries': {'InstanceType': {'ml.p4de.24xlarge'}}}}

Retrieves a list of training plans for the current account.

See also: AWS API Documentation

Request Syntax

client.list_training_plans(
    NextToken='string',
    MaxResults=123,
    StartTimeAfter=datetime(2015, 1, 1),
    StartTimeBefore=datetime(2015, 1, 1),
    SortBy='TrainingPlanName'|'StartTime'|'Status',
    SortOrder='Ascending'|'Descending',
    Filters=[
        {
            'Name': 'Status',
            'Value': 'string'
        },
    ]
)

type NextToken:

string

param NextToken:

A token to continue pagination if more results are available.

type MaxResults:

integer

param MaxResults:

The maximum number of results to return in the response.

type StartTimeAfter:

datetime

param StartTimeAfter:

Filter to list only training plans with an actual start time after this date.

type StartTimeBefore:

datetime

param StartTimeBefore:

Filter to list only training plans with an actual start time before this date.

type SortBy:

string

param SortBy:

The training plan field to sort the results by (e.g., StartTime, Status).

type SortOrder:

string

param SortOrder:

The order to sort the results (Ascending or Descending).

type Filters:

list

param Filters:

Additional filters to apply to the list of training plans.

• (dict) --

  A filter to apply when listing or searching for training plans.

  For more information about how to reserve GPU capacity for your SageMaker HyperPod clusters using Amazon SageMaker Training Plan, see ``CreateTrainingPlan ``.

  • Name (string) -- [REQUIRED]

    The name of the filter field (e.g., Status, InstanceType).

  • Value (string) -- [REQUIRED]

    The value to filter by for the specified field.

rtype:

dict

returns:

Response Syntax

{
    'NextToken': 'string',
    'TrainingPlanSummaries': [
        {
            'TrainingPlanArn': 'string',
            'TrainingPlanName': 'string',
            'Status': 'Pending'|'Active'|'Scheduled'|'Expired'|'Failed',
            'StatusMessage': 'string',
            'DurationHours': 123,
            'DurationMinutes': 123,
            'StartTime': datetime(2015, 1, 1),
            'EndTime': datetime(2015, 1, 1),
            'UpfrontFee': 'string',
            'CurrencyCode': 'string',
            'TotalInstanceCount': 123,
            'AvailableInstanceCount': 123,
            'InUseInstanceCount': 123,
            'TargetResources': [
                'training-job'|'hyperpod-cluster',
            ],
            'ReservedCapacitySummaries': [
                {
                    'ReservedCapacityArn': 'string',
                    'InstanceType': 'ml.p4d.24xlarge'|'ml.p5.48xlarge'|'ml.p5e.48xlarge'|'ml.p5en.48xlarge'|'ml.trn1.32xlarge'|'ml.trn2.48xlarge'|'ml.p6-b200.48xlarge'|'ml.p4de.24xlarge',
                    'TotalInstanceCount': 123,
                    'Status': 'Pending'|'Active'|'Scheduled'|'Expired'|'Failed',
                    'AvailabilityZone': 'string',
                    'DurationHours': 123,
                    'DurationMinutes': 123,
                    'StartTime': datetime(2015, 1, 1),
                    'EndTime': datetime(2015, 1, 1)
                },
            ]
        },
    ]
}

Response Structure

• (dict) --

  • NextToken (string) --

    A token to continue pagination if more results are available.

  • TrainingPlanSummaries (list) --

    A list of summary information for the training plans.

    • (dict) --

      Details of the training plan.

      For more information about how to reserve GPU capacity for your SageMaker HyperPod clusters using Amazon SageMaker Training Plan, see ``CreateTrainingPlan ``.

      • TrainingPlanArn (string) --

        The Amazon Resource Name (ARN); of the training plan.

      • TrainingPlanName (string) --

        The name of the training plan.

      • Status (string) --

        The current status of the training plan (e.g., Pending, Active, Expired). To see the complete list of status values available for a training plan, refer to the Status attribute within the TrainingPlanSummary object.

      • StatusMessage (string) --

        A message providing additional information about the current status of the training plan.

      • DurationHours (integer) --

        The number of whole hours in the total duration for this training plan.

      • DurationMinutes (integer) --

        The additional minutes beyond whole hours in the total duration for this training plan.

      • StartTime (datetime) --

        The start time of the training plan.

      • EndTime (datetime) --

        The end time of the training plan.

      • UpfrontFee (string) --

        The upfront fee for the training plan.

      • CurrencyCode (string) --

        The currency code for the upfront fee (e.g., USD).

      • TotalInstanceCount (integer) --

        The total number of instances reserved in this training plan.

      • AvailableInstanceCount (integer) --

        The number of instances currently available for use in this training plan.

      • InUseInstanceCount (integer) --

        The number of instances currently in use from this training plan.

      • TargetResources (list) --

        The target resources (e.g., training jobs, HyperPod clusters) that can use this training plan.

        Training plans are specific to their target resource.

        • A training plan designed for SageMaker training jobs can only be used to schedule and run training jobs.

        • A training plan for HyperPod clusters can be used exclusively to provide compute resources to a cluster's instance group.

        • (string) --

      • ReservedCapacitySummaries (list) --

        A list of reserved capacities associated with this training plan, including details such as instance types, counts, and availability zones.

        • (dict) --

          Details of a reserved capacity for the training plan.

          For more information about how to reserve GPU capacity for your SageMaker HyperPod clusters using Amazon SageMaker Training Plan, see ``CreateTrainingPlan ``.

          • ReservedCapacityArn (string) --

            The Amazon Resource Name (ARN); of the reserved capacity.

          • InstanceType (string) --

            The instance type for the reserved capacity.

          • TotalInstanceCount (integer) --

            The total number of instances in the reserved capacity.

          • Status (string) --

            The current status of the reserved capacity.

          • AvailabilityZone (string) --

            The availability zone for the reserved capacity.

          • DurationHours (integer) --

            The number of whole hours in the total duration for this reserved capacity.

          • DurationMinutes (integer) --

            The additional minutes beyond whole hours in the total duration for this reserved capacity.

          • StartTime (datetime) --

            The start time of the reserved capacity.

          • EndTime (datetime) --

            The end time of the reserved capacity.

{'Workforces': {'IpAddressType': 'ipv4 | dualstack'}}

Use this operation to list all private and vendor workforces in an Amazon Web Services Region. Note that you can only have one private workforce per Amazon Web Services Region.

See also: AWS API Documentation

Request Syntax

client.list_workforces(
    SortBy='Name'|'CreateDate',
    SortOrder='Ascending'|'Descending',
    NameContains='string',
    NextToken='string',
    MaxResults=123
)

type SortBy:

string

param SortBy:

Sort workforces using the workforce name or creation date.

type SortOrder:

string

param SortOrder:

Sort workforces in ascending or descending order.

type NameContains:

string

param NameContains:

A filter you can use to search for workforces using part of the workforce name.

type NextToken:

string

param NextToken:

A token to resume pagination.

type MaxResults:

integer

param MaxResults:

The maximum number of workforces returned in the response.

rtype:

dict

returns:

Response Syntax

{
    'Workforces': [
        {
            'WorkforceName': 'string',
            'WorkforceArn': 'string',
            'LastUpdatedDate': datetime(2015, 1, 1),
            'SourceIpConfig': {
                'Cidrs': [
                    'string',
                ]
            },
            'SubDomain': 'string',
            'CognitoConfig': {
                'UserPool': 'string',
                'ClientId': 'string'
            },
            'OidcConfig': {
                'ClientId': 'string',
                'Issuer': 'string',
                'AuthorizationEndpoint': 'string',
                'TokenEndpoint': 'string',
                'UserInfoEndpoint': 'string',
                'LogoutEndpoint': 'string',
                'JwksUri': 'string',
                'Scope': 'string',
                'AuthenticationRequestExtraParams': {
                    'string': 'string'
                }
            },
            'CreateDate': datetime(2015, 1, 1),
            'WorkforceVpcConfig': {
                'VpcId': 'string',
                'SecurityGroupIds': [
                    'string',
                ],
                'Subnets': [
                    'string',
                ],
                'VpcEndpointId': 'string'
            },
            'Status': 'Initializing'|'Updating'|'Deleting'|'Failed'|'Active',
            'FailureReason': 'string',
            'IpAddressType': 'ipv4'|'dualstack'
        },
    ],
    'NextToken': 'string'
}

Response Structure

• (dict) --

  • Workforces (list) --

    A list containing information about your workforce.

    • (dict) --

      A single private workforce, which is automatically created when you create your first private work team. You can create one private work force in each Amazon Web Services Region. By default, any workforce-related API operation used in a specific region will apply to the workforce created in that region. To learn how to create a private workforce, see Create a Private Workforce.

      • WorkforceName (string) --

        The name of the private workforce.

      • WorkforceArn (string) --

        The Amazon Resource Name (ARN) of the private workforce.

      • LastUpdatedDate (datetime) --

        The most recent date that UpdateWorkforce was used to successfully add one or more IP address ranges ( CIDRs) to a private workforce's allow list.

      • SourceIpConfig (dict) --

        A list of one to ten IP address ranges ( CIDRs) to be added to the workforce allow list. By default, a workforce isn't restricted to specific IP addresses.

        • Cidrs (list) --

          A list of one to ten Classless Inter-Domain Routing (CIDR) values.

          Maximum: Ten CIDR values

          • (string) --

      • SubDomain (string) --

        The subdomain for your OIDC Identity Provider.

      • CognitoConfig (dict) --

        The configuration of an Amazon Cognito workforce. A single Cognito workforce is created using and corresponds to a single Amazon Cognito user pool.

        • UserPool (string) --

          A user pool is a user directory in Amazon Cognito. With a user pool, your users can sign in to your web or mobile app through Amazon Cognito. Your users can also sign in through social identity providers like Google, Facebook, Amazon, or Apple, and through SAML identity providers.

        • ClientId (string) --

          The client ID for your Amazon Cognito user pool.

      • OidcConfig (dict) --

        The configuration of an OIDC Identity Provider (IdP) private workforce.

        • ClientId (string) --

          The OIDC IdP client ID used to configure your private workforce.

        • Issuer (string) --

          The OIDC IdP issuer used to configure your private workforce.

        • AuthorizationEndpoint (string) --

          The OIDC IdP authorization endpoint used to configure your private workforce.

        • TokenEndpoint (string) --

          The OIDC IdP token endpoint used to configure your private workforce.

        • UserInfoEndpoint (string) --

          The OIDC IdP user information endpoint used to configure your private workforce.

        • LogoutEndpoint (string) --

          The OIDC IdP logout endpoint used to configure your private workforce.

        • JwksUri (string) --

          The OIDC IdP JSON Web Key Set (Jwks) URI used to configure your private workforce.

        • Scope (string) --

          An array of string identifiers used to refer to the specific pieces of user data or claims that the client application wants to access.

        • AuthenticationRequestExtraParams (dict) --

          A string to string map of identifiers specific to the custom identity provider (IdP) being used.

          • (string) --

            • (string) --

      • CreateDate (datetime) --

        The date that the workforce is created.

      • WorkforceVpcConfig (dict) --

        The configuration of a VPC workforce.

        • VpcId (string) --

          The ID of the VPC that the workforce uses for communication.

        • SecurityGroupIds (list) --

          The VPC security group IDs, in the form sg-xxxxxxxx. The security groups must be for the same VPC as specified in the subnet.

          • (string) --

        • Subnets (list) --

          The ID of the subnets in the VPC that you want to connect.

          • (string) --

        • VpcEndpointId (string) --

          The IDs for the VPC service endpoints of your VPC workforce when it is created and updated.

      • Status (string) --

        The status of your workforce.

      • FailureReason (string) --

        The reason your workforce failed.

      • IpAddressType (string) --

        The IP address type you specify - either IPv4 only or dualstack ( IPv4 and IPv6) - to support your labeling workforce.

  • NextToken (string) --

    A token to resume pagination.

{'InstanceType': {'ml.p4de.24xlarge'}}

{'TrainingPlanOfferings': {'ReservedCapacityOfferings': {'InstanceType': {'ml.p4de.24xlarge'}}}}

Searches for available training plan offerings based on specified criteria.

• Users search for available plan offerings based on their requirements (e.g., instance type, count, start time, duration).

• And then, they create a plan that best matches their needs using the ID of the plan offering they want to use.

For more information about how to reserve GPU capacity for your SageMaker training jobs or SageMaker HyperPod clusters using Amazon SageMaker Training Plan , see ``CreateTrainingPlan ``.

See also: AWS API Documentation

Request Syntax

client.search_training_plan_offerings(
    InstanceType='ml.p4d.24xlarge'|'ml.p5.48xlarge'|'ml.p5e.48xlarge'|'ml.p5en.48xlarge'|'ml.trn1.32xlarge'|'ml.trn2.48xlarge'|'ml.p6-b200.48xlarge'|'ml.p4de.24xlarge',
    InstanceCount=123,
    StartTimeAfter=datetime(2015, 1, 1),
    EndTimeBefore=datetime(2015, 1, 1),
    DurationHours=123,
    TargetResources=[
        'training-job'|'hyperpod-cluster',
    ]
)

type InstanceType:

string

param InstanceType:

The type of instance you want to search for in the available training plan offerings. This field allows you to filter the search results based on the specific compute resources you require for your SageMaker training jobs or SageMaker HyperPod clusters. When searching for training plan offerings, specifying the instance type helps you find Reserved Instances that match your computational needs.

type InstanceCount:

integer

param InstanceCount:

The number of instances you want to reserve in the training plan offerings. This allows you to specify the quantity of compute resources needed for your SageMaker training jobs or SageMaker HyperPod clusters, helping you find reserved capacity offerings that match your requirements.

type StartTimeAfter:

datetime

param StartTimeAfter:

A filter to search for training plan offerings with a start time after a specified date.

type EndTimeBefore:

datetime

param EndTimeBefore:

A filter to search for reserved capacity offerings with an end time before a specified date.

type DurationHours:

integer

param DurationHours:

[REQUIRED]

The desired duration in hours for the training plan offerings.

type TargetResources:

list

param TargetResources:

[REQUIRED]

The target resources (e.g., SageMaker Training Jobs, SageMaker HyperPod) to search for in the offerings.

Training plans are specific to their target resource.

• A training plan designed for SageMaker training jobs can only be used to schedule and run training jobs.

• A training plan for HyperPod clusters can be used exclusively to provide compute resources to a cluster's instance group.

• (string) --

rtype:

dict

returns:

Response Syntax

{
    'TrainingPlanOfferings': [
        {
            'TrainingPlanOfferingId': 'string',
            'TargetResources': [
                'training-job'|'hyperpod-cluster',
            ],
            'RequestedStartTimeAfter': datetime(2015, 1, 1),
            'RequestedEndTimeBefore': datetime(2015, 1, 1),
            'DurationHours': 123,
            'DurationMinutes': 123,
            'UpfrontFee': 'string',
            'CurrencyCode': 'string',
            'ReservedCapacityOfferings': [
                {
                    'InstanceType': 'ml.p4d.24xlarge'|'ml.p5.48xlarge'|'ml.p5e.48xlarge'|'ml.p5en.48xlarge'|'ml.trn1.32xlarge'|'ml.trn2.48xlarge'|'ml.p6-b200.48xlarge'|'ml.p4de.24xlarge',
                    'InstanceCount': 123,
                    'AvailabilityZone': 'string',
                    'DurationHours': 123,
                    'DurationMinutes': 123,
                    'StartTime': datetime(2015, 1, 1),
                    'EndTime': datetime(2015, 1, 1)
                },
            ]
        },
    ]
}

Response Structure

• (dict) --

  • TrainingPlanOfferings (list) --

    A list of training plan offerings that match the search criteria.

    • (dict) --

      Details about a training plan offering.

      For more information about how to reserve GPU capacity for your SageMaker HyperPod clusters using Amazon SageMaker Training Plan, see ``CreateTrainingPlan ``.

      • TrainingPlanOfferingId (string) --

        The unique identifier for this training plan offering.

      • TargetResources (list) --

        The target resources (e.g., SageMaker Training Jobs, SageMaker HyperPod) for this training plan offering.

        Training plans are specific to their target resource.

        • A training plan designed for SageMaker training jobs can only be used to schedule and run training jobs.

        • A training plan for HyperPod clusters can be used exclusively to provide compute resources to a cluster's instance group.

        • (string) --

      • RequestedStartTimeAfter (datetime) --

        The requested start time that the user specified when searching for the training plan offering.

      • RequestedEndTimeBefore (datetime) --

        The requested end time that the user specified when searching for the training plan offering.

      • DurationHours (integer) --

        The number of whole hours in the total duration for this training plan offering.

      • DurationMinutes (integer) --

        The additional minutes beyond whole hours in the total duration for this training plan offering.

      • UpfrontFee (string) --

        The upfront fee for this training plan offering.

      • CurrencyCode (string) --

        The currency code for the upfront fee (e.g., USD).

      • ReservedCapacityOfferings (list) --

        A list of reserved capacity offerings associated with this training plan offering.

        • (dict) --

          Details about a reserved capacity offering for a training plan offering.

          For more information about how to reserve GPU capacity for your SageMaker HyperPod clusters using Amazon SageMaker Training Plan, see ``CreateTrainingPlan ``.

          • InstanceType (string) --

            The instance type for the reserved capacity offering.

          • InstanceCount (integer) --

            The number of instances in the reserved capacity offering.

          • AvailabilityZone (string) --

            The availability zone for the reserved capacity offering.

          • DurationHours (integer) --

            The number of whole hours in the total duration for this reserved capacity offering.

          • DurationMinutes (integer) --

            The additional minutes beyond whole hours in the total duration for this reserved capacity offering.

          • StartTime (datetime) --

            The start time of the reserved capacity offering.

          • EndTime (datetime) --

            The end time of the reserved capacity offering.

{'DefaultSpaceSettings': {'CustomFileSystemConfigs': {'S3FileSystemConfig': {'MountPath': 'string',
                                                                             'S3Uri': 'string'}}},
 'DefaultUserSettings': {'CustomFileSystemConfigs': {'S3FileSystemConfig': {'MountPath': 'string',
                                                                            'S3Uri': 'string'}}}}

Updates the default settings for new user profiles in the domain.

See also: AWS API Documentation

Request Syntax

client.update_domain(
    DomainId='string',
    DefaultUserSettings={
        'ExecutionRole': 'string',
        'SecurityGroups': [
            'string',
        ],
        'SharingSettings': {
            'NotebookOutputOption': 'Allowed'|'Disabled',
            'S3OutputPath': 'string',
            'S3KmsKeyId': 'string'
        },
        'JupyterServerAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'LifecycleConfigArns': [
                'string',
            ],
            'CodeRepositories': [
                {
                    'RepositoryUrl': 'string'
                },
            ]
        },
        'KernelGatewayAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
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            'CustomImages': [
                {
                    'ImageName': 'string',
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                    'AppImageConfigName': 'string'
                },
            ],
            'LifecycleConfigArns': [
                'string',
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            'AppLifecycleManagement': {
                'IdleSettings': {
                    'LifecycleManagement': 'ENABLED'|'DISABLED',
                    'IdleTimeoutInMinutes': 123,
                    'MinIdleTimeoutInMinutes': 123,
                    'MaxIdleTimeoutInMinutes': 123
                }
            },
            'BuiltInLifecycleConfigArn': 'string'
        },
        'JupyterLabAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
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                'LifecycleConfigArn': 'string'
            },
            'CustomImages': [
                {
                    'ImageName': 'string',
                    'ImageVersionNumber': 123,
                    'AppImageConfigName': 'string'
                },
            ],
            'LifecycleConfigArns': [
                'string',
            ],
            'CodeRepositories': [
                {
                    'RepositoryUrl': 'string'
                },
            ],
            'AppLifecycleManagement': {
                'IdleSettings': {
                    'LifecycleManagement': 'ENABLED'|'DISABLED',
                    'IdleTimeoutInMinutes': 123,
                    'MinIdleTimeoutInMinutes': 123,
                    'MaxIdleTimeoutInMinutes': 123
                }
            },
            'EmrSettings': {
                'AssumableRoleArns': [
                    'string',
                ],
                'ExecutionRoleArns': [
                    'string',
                ]
            },
            'BuiltInLifecycleConfigArn': 'string'
        },
        'SpaceStorageSettings': {
            'DefaultEbsStorageSettings': {
                'DefaultEbsVolumeSizeInGb': 123,
                'MaximumEbsVolumeSizeInGb': 123
            }
        },
        'DefaultLandingUri': 'string',
        'StudioWebPortal': 'ENABLED'|'DISABLED',
        'CustomPosixUserConfig': {
            'Uid': 123,
            'Gid': 123
        },
        'CustomFileSystemConfigs': [
            {
                'EFSFileSystemConfig': {
                    'FileSystemId': 'string',
                    'FileSystemPath': 'string'
                },
                'FSxLustreFileSystemConfig': {
                    'FileSystemId': 'string',
                    'FileSystemPath': 'string'
                },
                'S3FileSystemConfig': {
                    'MountPath': 'string',
                    'S3Uri': 'string'
                }
            },
        ],
        'StudioWebPortalSettings': {
            'HiddenMlTools': [
                'DataWrangler'|'FeatureStore'|'EmrClusters'|'AutoMl'|'Experiments'|'Training'|'ModelEvaluation'|'Pipelines'|'Models'|'JumpStart'|'InferenceRecommender'|'Endpoints'|'Projects'|'InferenceOptimization'|'PerformanceEvaluation'|'LakeraGuard'|'Comet'|'DeepchecksLLMEvaluation'|'Fiddler'|'HyperPodClusters',
            ],
            'HiddenAppTypes': [
                'JupyterServer'|'KernelGateway'|'DetailedProfiler'|'TensorBoard'|'CodeEditor'|'JupyterLab'|'RStudioServerPro'|'RSessionGateway'|'Canvas',
            ],
            'HiddenInstanceTypes': [
                'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
            ],
            'HiddenSageMakerImageVersionAliases': [
                {
                    'SageMakerImageName': 'sagemaker_distribution',
                    'VersionAliases': [
                        'string',
                    ]
                },
            ]
        },
        'AutoMountHomeEFS': 'Enabled'|'Disabled'|'DefaultAsDomain'
    },
    DomainSettingsForUpdate={
        'RStudioServerProDomainSettingsForUpdate': {
            'DomainExecutionRoleArn': 'string',
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'RStudioConnectUrl': 'string',
            'RStudioPackageManagerUrl': 'string'
        },
        'ExecutionRoleIdentityConfig': 'USER_PROFILE_NAME'|'DISABLED',
        'SecurityGroupIds': [
            'string',
        ],
        'DockerSettings': {
            'EnableDockerAccess': 'ENABLED'|'DISABLED',
            'VpcOnlyTrustedAccounts': [
                'string',
            ]
        },
        'AmazonQSettings': {
            'Status': 'ENABLED'|'DISABLED',
            'QProfileArn': 'string'
        },
        'UnifiedStudioSettings': {
            'StudioWebPortalAccess': 'ENABLED'|'DISABLED',
            'DomainAccountId': 'string',
            'DomainRegion': 'string',
            'DomainId': 'string',
            'ProjectId': 'string',
            'EnvironmentId': 'string',
            'ProjectS3Path': 'string',
            'SingleSignOnApplicationArn': 'string'
        }
    },
    AppSecurityGroupManagement='Service'|'Customer',
    DefaultSpaceSettings={
        'ExecutionRole': 'string',
        'SecurityGroups': [
            'string',
        ],
        'JupyterServerAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'LifecycleConfigArns': [
                'string',
            ],
            'CodeRepositories': [
                {
                    'RepositoryUrl': 'string'
                },
            ]
        },
        'KernelGatewayAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'CustomImages': [
                {
                    'ImageName': 'string',
                    'ImageVersionNumber': 123,
                    'AppImageConfigName': 'string'
                },
            ],
            'LifecycleConfigArns': [
                'string',
            ]
        },
        'JupyterLabAppSettings': {
            'DefaultResourceSpec': {
                'SageMakerImageArn': 'string',
                'SageMakerImageVersionArn': 'string',
                'SageMakerImageVersionAlias': 'string',
                'InstanceType': 'system'|'ml.t3.micro'|'ml.t3.small'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m5.large'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.8xlarge'|'ml.m5.12xlarge'|'ml.m5.16xlarge'|'ml.m5.24xlarge'|'ml.m5d.large'|'ml.m5d.xlarge'|'ml.m5d.2xlarge'|'ml.m5d.4xlarge'|'ml.m5d.8xlarge'|'ml.m5d.12xlarge'|'ml.m5d.16xlarge'|'ml.m5d.24xlarge'|'ml.c5.large'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.12xlarge'|'ml.c5.18xlarge'|'ml.c5.24xlarge'|'ml.p3.2xlarge'|'ml.p3.8xlarge'|'ml.p3.16xlarge'|'ml.p3dn.24xlarge'|'ml.g4dn.xlarge'|'ml.g4dn.2xlarge'|'ml.g4dn.4xlarge'|'ml.g4dn.8xlarge'|'ml.g4dn.12xlarge'|'ml.g4dn.16xlarge'|'ml.r5.large'|'ml.r5.xlarge'|'ml.r5.2xlarge'|'ml.r5.4xlarge'|'ml.r5.8xlarge'|'ml.r5.12xlarge'|'ml.r5.16xlarge'|'ml.r5.24xlarge'|'ml.g5.xlarge'|'ml.g5.2xlarge'|'ml.g5.4xlarge'|'ml.g5.8xlarge'|'ml.g5.16xlarge'|'ml.g5.12xlarge'|'ml.g5.24xlarge'|'ml.g5.48xlarge'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge'|'ml.g6e.xlarge'|'ml.g6e.2xlarge'|'ml.g6e.4xlarge'|'ml.g6e.8xlarge'|'ml.g6e.12xlarge'|'ml.g6e.16xlarge'|'ml.g6e.24xlarge'|'ml.g6e.48xlarge'|'ml.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'ml.p5en.48xlarge'|'ml.m6i.large'|'ml.m6i.xlarge'|'ml.m6i.2xlarge'|'ml.m6i.4xlarge'|'ml.m6i.8xlarge'|'ml.m6i.12xlarge'|'ml.m6i.16xlarge'|'ml.m6i.24xlarge'|'ml.m6i.32xlarge'|'ml.m7i.large'|'ml.m7i.xlarge'|'ml.m7i.2xlarge'|'ml.m7i.4xlarge'|'ml.m7i.8xlarge'|'ml.m7i.12xlarge'|'ml.m7i.16xlarge'|'ml.m7i.24xlarge'|'ml.m7i.48xlarge'|'ml.c6i.large'|'ml.c6i.xlarge'|'ml.c6i.2xlarge'|'ml.c6i.4xlarge'|'ml.c6i.8xlarge'|'ml.c6i.12xlarge'|'ml.c6i.16xlarge'|'ml.c6i.24xlarge'|'ml.c6i.32xlarge'|'ml.c7i.large'|'ml.c7i.xlarge'|'ml.c7i.2xlarge'|'ml.c7i.4xlarge'|'ml.c7i.8xlarge'|'ml.c7i.12xlarge'|'ml.c7i.16xlarge'|'ml.c7i.24xlarge'|'ml.c7i.48xlarge'|'ml.r6i.large'|'ml.r6i.xlarge'|'ml.r6i.2xlarge'|'ml.r6i.4xlarge'|'ml.r6i.8xlarge'|'ml.r6i.12xlarge'|'ml.r6i.16xlarge'|'ml.r6i.24xlarge'|'ml.r6i.32xlarge'|'ml.r7i.large'|'ml.r7i.xlarge'|'ml.r7i.2xlarge'|'ml.r7i.4xlarge'|'ml.r7i.8xlarge'|'ml.r7i.12xlarge'|'ml.r7i.16xlarge'|'ml.r7i.24xlarge'|'ml.r7i.48xlarge'|'ml.m6id.large'|'ml.m6id.xlarge'|'ml.m6id.2xlarge'|'ml.m6id.4xlarge'|'ml.m6id.8xlarge'|'ml.m6id.12xlarge'|'ml.m6id.16xlarge'|'ml.m6id.24xlarge'|'ml.m6id.32xlarge'|'ml.c6id.large'|'ml.c6id.xlarge'|'ml.c6id.2xlarge'|'ml.c6id.4xlarge'|'ml.c6id.8xlarge'|'ml.c6id.12xlarge'|'ml.c6id.16xlarge'|'ml.c6id.24xlarge'|'ml.c6id.32xlarge'|'ml.r6id.large'|'ml.r6id.xlarge'|'ml.r6id.2xlarge'|'ml.r6id.4xlarge'|'ml.r6id.8xlarge'|'ml.r6id.12xlarge'|'ml.r6id.16xlarge'|'ml.r6id.24xlarge'|'ml.r6id.32xlarge',
                'LifecycleConfigArn': 'string'
            },
            'CustomImages': [
                {
                    'ImageName': 'string',
                    'ImageVersionNumber': 123,
                    'AppImageConfigName': 'string'
                },
            ],
            'LifecycleConfigArns': [
                'string',
            ],
            'CodeRepositories': [
                {
                    'RepositoryUrl': 'string'
                },
            ],
            'AppLifecycleManagement': {
                'IdleSettings': {
                    'LifecycleManagement': 'ENABLED'|'DISABLED',
                    'IdleTimeoutInMinutes': 123,
                    'MinIdleTimeoutInMinutes': 123,
                    'MaxIdleTimeoutInMinutes': 123
                }
            },
            'EmrSettings': {
                'AssumableRoleArns': [
                    'string',
                ],
                'ExecutionRoleArns': [
                    'string',
                ]
            },
            'BuiltInLifecycleConfigArn': 'string'
        },
        'SpaceStorageSettings': {
            'DefaultEbsStorageSettings': {
                'DefaultEbsVolumeSizeInGb': 123,
                'MaximumEbsVolumeSizeInGb': 123
            }
        },
        'CustomPosixUserConfig': {
            'Uid': 123,
            'Gid': 123
        },
        'CustomFileSystemConfigs': [
            {
                'EFSFileSystemConfig': {
                    'FileSystemId': 'string',
                    'FileSystemPath': 'string'
                },
                'FSxLustreFileSystemConfig': {
                    'FileSystemId': 'string',
                    'FileSystemPath': 'string'
                },
                'S3FileSystemConfig': {
                    'MountPath': 'string',
                    'S3Uri': 'string'
                }
            },
        ]
    },
    SubnetIds=[
        'string',
    ],
    AppNetworkAccessType='PublicInternetOnly'|'VpcOnly',
    TagPropagation='ENABLED'|'DISABLED'
)

type DomainId:

string

param DomainId:

[REQUIRED]

The ID of the domain to be updated.

type DefaultUserSettings:

dict

param DefaultUserSettings:

A collection of settings.

• ExecutionRole (string) --

  The execution role for the user.

  SageMaker applies this setting only to private spaces that the user creates in the domain. SageMaker doesn't apply this setting to shared spaces.

• SecurityGroups (list) --

  The security groups for the Amazon Virtual Private Cloud (VPC) that the domain uses for communication.

  Optional when the CreateDomain.AppNetworkAccessType parameter is set to PublicInternetOnly.

  Required when the CreateDomain.AppNetworkAccessType parameter is set to VpcOnly, unless specified as part of the DefaultUserSettings for the domain.

  Amazon SageMaker AI adds a security group to allow NFS traffic from Amazon SageMaker AI Studio. Therefore, the number of security groups that you can specify is one less than the maximum number shown.

  SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

  • (string) --

• SharingSettings (dict) --

  Specifies options for sharing Amazon SageMaker AI Studio notebooks.

  • NotebookOutputOption (string) --

    Whether to include the notebook cell output when sharing the notebook. The default is Disabled.

  • S3OutputPath (string) --

    When NotebookOutputOption is Allowed, the Amazon S3 bucket used to store the shared notebook snapshots.

  • S3KmsKeyId (string) --

    When NotebookOutputOption is Allowed, the Amazon Web Services Key Management Service (KMS) encryption key ID used to encrypt the notebook cell output in the Amazon S3 bucket.

• JupyterServerAppSettings (dict) --

  The Jupyter server's app settings.

  • DefaultResourceSpec (dict) --

    The default instance type and the Amazon Resource Name (ARN) of the default SageMaker AI image used by the JupyterServer app. If you use the LifecycleConfigArns parameter, then this parameter is also required.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • LifecycleConfigArns (list) --

    The Amazon Resource Name (ARN) of the Lifecycle Configurations attached to the JupyterServerApp. If you use this parameter, the DefaultResourceSpec parameter is also required.

    • (string) --

  • CodeRepositories (list) --

    A list of Git repositories that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

    • (dict) --

      A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

      • RepositoryUrl (string) -- [REQUIRED]

        The URL of the Git repository.

• KernelGatewayAppSettings (dict) --

  The kernel gateway app settings.

  • DefaultResourceSpec (dict) --

    The default instance type and the Amazon Resource Name (ARN) of the default SageMaker AI image used by the KernelGateway app.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • CustomImages (list) --

    A list of custom SageMaker AI images that are configured to run as a KernelGateway app.

    The maximum number of custom images are as follows.

    • On a domain level: 200

    • On a space level: 5

    • On a user profile level: 5

    • (dict) --

      A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

      • ImageName (string) -- [REQUIRED]

        The name of the CustomImage. Must be unique to your account.

      • ImageVersionNumber (integer) --

        The version number of the CustomImage.

      • AppImageConfigName (string) -- [REQUIRED]

        The name of the AppImageConfig.

  • LifecycleConfigArns (list) --

    The Amazon Resource Name (ARN) of the Lifecycle Configurations attached to the the user profile or domain.

    • (string) --

• TensorBoardAppSettings (dict) --

  The TensorBoard app settings.

  • DefaultResourceSpec (dict) --

    The default instance type and the Amazon Resource Name (ARN) of the SageMaker AI image created on the instance.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

• RStudioServerProAppSettings (dict) --

  A collection of settings that configure user interaction with the RStudioServerPro app.

  • AccessStatus (string) --

    Indicates whether the current user has access to the RStudioServerPro app.

  • UserGroup (string) --

    The level of permissions that the user has within the RStudioServerPro app. This value defaults to User. The Admin value allows the user access to the RStudio Administrative Dashboard.

• RSessionAppSettings (dict) --

  A collection of settings that configure the RSessionGateway app.

  • DefaultResourceSpec (dict) --

    Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • CustomImages (list) --

    A list of custom SageMaker AI images that are configured to run as a RSession app.

    • (dict) --

      A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

      • ImageName (string) -- [REQUIRED]

        The name of the CustomImage. Must be unique to your account.

      • ImageVersionNumber (integer) --

        The version number of the CustomImage.

      • AppImageConfigName (string) -- [REQUIRED]

        The name of the AppImageConfig.

• CanvasAppSettings (dict) --

  The Canvas app settings.

  SageMaker applies these settings only to private spaces that SageMaker creates for the Canvas app.

  • TimeSeriesForecastingSettings (dict) --

    Time series forecast settings for the SageMaker Canvas application.

    • Status (string) --

      Describes whether time series forecasting is enabled or disabled in the Canvas application.

    • AmazonForecastRoleArn (string) --

      The IAM role that Canvas passes to Amazon Forecast for time series forecasting. By default, Canvas uses the execution role specified in the UserProfile that launches the Canvas application. If an execution role is not specified in the UserProfile, Canvas uses the execution role specified in the Domain that owns the UserProfile. To allow time series forecasting, this IAM role should have the AmazonSageMakerCanvasForecastAccess policy attached and forecast.amazonaws.com added in the trust relationship as a service principal.

  • ModelRegisterSettings (dict) --

    The model registry settings for the SageMaker Canvas application.

    • Status (string) --

      Describes whether the integration to the model registry is enabled or disabled in the Canvas application.

    • CrossAccountModelRegisterRoleArn (string) --

      The Amazon Resource Name (ARN) of the SageMaker model registry account. Required only to register model versions created by a different SageMaker Canvas Amazon Web Services account than the Amazon Web Services account in which SageMaker model registry is set up.

  • WorkspaceSettings (dict) --

    The workspace settings for the SageMaker Canvas application.

    • S3ArtifactPath (string) --

      The Amazon S3 bucket used to store artifacts generated by Canvas. Updating the Amazon S3 location impacts existing configuration settings, and Canvas users no longer have access to their artifacts. Canvas users must log out and log back in to apply the new location.

    • S3KmsKeyId (string) --

      The Amazon Web Services Key Management Service (KMS) encryption key ID that is used to encrypt artifacts generated by Canvas in the Amazon S3 bucket.

  • IdentityProviderOAuthSettings (list) --

    The settings for connecting to an external data source with OAuth.

    • (dict) --

      The Amazon SageMaker Canvas application setting where you configure OAuth for connecting to an external data source, such as Snowflake.

      • DataSourceName (string) --

        The name of the data source that you're connecting to. Canvas currently supports OAuth for Snowflake and Salesforce Data Cloud.

      • Status (string) --

        Describes whether OAuth for a data source is enabled or disabled in the Canvas application.

      • SecretArn (string) --

        The ARN of an Amazon Web Services Secrets Manager secret that stores the credentials from your identity provider, such as the client ID and secret, authorization URL, and token URL.

  • DirectDeploySettings (dict) --

    The model deployment settings for the SageMaker Canvas application.

    • Status (string) --

      Describes whether model deployment permissions are enabled or disabled in the Canvas application.

  • KendraSettings (dict) --

    The settings for document querying.

    • Status (string) --

      Describes whether the document querying feature is enabled or disabled in the Canvas application.

  • GenerativeAiSettings (dict) --

    The generative AI settings for the SageMaker Canvas application.

    • AmazonBedrockRoleArn (string) --

      The ARN of an Amazon Web Services IAM role that allows fine-tuning of large language models (LLMs) in Amazon Bedrock. The IAM role should have Amazon S3 read and write permissions, as well as a trust relationship that establishes bedrock.amazonaws.com as a service principal.

  • EmrServerlessSettings (dict) --

    The settings for running Amazon EMR Serverless data processing jobs in SageMaker Canvas.

    • ExecutionRoleArn (string) --

      The Amazon Resource Name (ARN) of the Amazon Web Services IAM role that is assumed for running Amazon EMR Serverless jobs in SageMaker Canvas. This role should have the necessary permissions to read and write data attached and a trust relationship with EMR Serverless.

    • Status (string) --

      Describes whether Amazon EMR Serverless job capabilities are enabled or disabled in the SageMaker Canvas application.

• CodeEditorAppSettings (dict) --

  The Code Editor application settings.

  SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

  • DefaultResourceSpec (dict) --

    Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • CustomImages (list) --

    A list of custom SageMaker images that are configured to run as a Code Editor app.

    • (dict) --

      A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

      • ImageName (string) -- [REQUIRED]

        The name of the CustomImage. Must be unique to your account.

      • ImageVersionNumber (integer) --

        The version number of the CustomImage.

      • AppImageConfigName (string) -- [REQUIRED]

        The name of the AppImageConfig.

  • LifecycleConfigArns (list) --

    The Amazon Resource Name (ARN) of the Code Editor application lifecycle configuration.

    • (string) --

  • AppLifecycleManagement (dict) --

    Settings that are used to configure and manage the lifecycle of CodeEditor applications.

    • IdleSettings (dict) --

      Settings related to idle shutdown of Studio applications.

      • LifecycleManagement (string) --

        Indicates whether idle shutdown is activated for the application type.

      • IdleTimeoutInMinutes (integer) --

        The time that SageMaker waits after the application becomes idle before shutting it down.

      • MinIdleTimeoutInMinutes (integer) --

        The minimum value in minutes that custom idle shutdown can be set to by the user.

      • MaxIdleTimeoutInMinutes (integer) --

        The maximum value in minutes that custom idle shutdown can be set to by the user.

  • BuiltInLifecycleConfigArn (string) --

    The lifecycle configuration that runs before the default lifecycle configuration. It can override changes made in the default lifecycle configuration.

• JupyterLabAppSettings (dict) --

  The settings for the JupyterLab application.

  SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

  • DefaultResourceSpec (dict) --

    Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • CustomImages (list) --

    A list of custom SageMaker images that are configured to run as a JupyterLab app.

    • (dict) --

      A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

      • ImageName (string) -- [REQUIRED]

        The name of the CustomImage. Must be unique to your account.

      • ImageVersionNumber (integer) --

        The version number of the CustomImage.

      • AppImageConfigName (string) -- [REQUIRED]

        The name of the AppImageConfig.

  • LifecycleConfigArns (list) --

    The Amazon Resource Name (ARN) of the lifecycle configurations attached to the user profile or domain. To remove a lifecycle config, you must set LifecycleConfigArns to an empty list.

    • (string) --

  • CodeRepositories (list) --

    A list of Git repositories that SageMaker automatically displays to users for cloning in the JupyterLab application.

    • (dict) --

      A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

      • RepositoryUrl (string) -- [REQUIRED]

        The URL of the Git repository.

  • AppLifecycleManagement (dict) --

    Indicates whether idle shutdown is activated for JupyterLab applications.

    • IdleSettings (dict) --

      Settings related to idle shutdown of Studio applications.

      • LifecycleManagement (string) --

        Indicates whether idle shutdown is activated for the application type.

      • IdleTimeoutInMinutes (integer) --

        The time that SageMaker waits after the application becomes idle before shutting it down.

      • MinIdleTimeoutInMinutes (integer) --

        The minimum value in minutes that custom idle shutdown can be set to by the user.

      • MaxIdleTimeoutInMinutes (integer) --

        The maximum value in minutes that custom idle shutdown can be set to by the user.

  • EmrSettings (dict) --

    The configuration parameters that specify the IAM roles assumed by the execution role of SageMaker (assumable roles) and the cluster instances or job execution environments (execution roles or runtime roles) to manage and access resources required for running Amazon EMR clusters or Amazon EMR Serverless applications.

    • AssumableRoleArns (list) --

      An array of Amazon Resource Names (ARNs) of the IAM roles that the execution role of SageMaker can assume for performing operations or tasks related to Amazon EMR clusters or Amazon EMR Serverless applications. These roles define the permissions and access policies required when performing Amazon EMR-related operations, such as listing, connecting to, or terminating Amazon EMR clusters or Amazon EMR Serverless applications. They are typically used in cross-account access scenarios, where the Amazon EMR resources (clusters or serverless applications) are located in a different Amazon Web Services account than the SageMaker domain.

      • (string) --

    • ExecutionRoleArns (list) --

      An array of Amazon Resource Names (ARNs) of the IAM roles used by the Amazon EMR cluster instances or job execution environments to access other Amazon Web Services services and resources needed during the runtime of your Amazon EMR or Amazon EMR Serverless workloads, such as Amazon S3 for data access, Amazon CloudWatch for logging, or other Amazon Web Services services based on the particular workload requirements.

      • (string) --

  • BuiltInLifecycleConfigArn (string) --

    The lifecycle configuration that runs before the default lifecycle configuration. It can override changes made in the default lifecycle configuration.

• SpaceStorageSettings (dict) --

  The storage settings for a space.

  SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

  • DefaultEbsStorageSettings (dict) --

    The default EBS storage settings for a space.

    • DefaultEbsVolumeSizeInGb (integer) -- [REQUIRED]

      The default size of the EBS storage volume for a space.

    • MaximumEbsVolumeSizeInGb (integer) -- [REQUIRED]

      The maximum size of the EBS storage volume for a space.

• DefaultLandingUri (string) --

  The default experience that the user is directed to when accessing the domain. The supported values are:

  • studio::: Indicates that Studio is the default experience. This value can only be passed if StudioWebPortal is set to ENABLED.

  • app:JupyterServer:: Indicates that Studio Classic is the default experience.

• StudioWebPortal (string) --

  Whether the user can access Studio. If this value is set to DISABLED, the user cannot access Studio, even if that is the default experience for the domain.

• CustomPosixUserConfig (dict) --

  Details about the POSIX identity that is used for file system operations.

  SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

  • Uid (integer) -- [REQUIRED]

    The POSIX user ID.

  • Gid (integer) -- [REQUIRED]

    The POSIX group ID.

• CustomFileSystemConfigs (list) --

  The settings for assigning a custom file system to a user profile. Permitted users can access this file system in Amazon SageMaker AI Studio.

  SageMaker applies these settings only to private spaces that the user creates in the domain. SageMaker doesn't apply these settings to shared spaces.

  • (dict) --

    The settings for assigning a custom file system to a user profile or space for an Amazon SageMaker AI Domain. Permitted users can access this file system in Amazon SageMaker AI Studio.

    • EFSFileSystemConfig (dict) --

      The settings for a custom Amazon EFS file system.

      • FileSystemId (string) -- [REQUIRED]

        The ID of your Amazon EFS file system.

      • FileSystemPath (string) --

        The path to the file system directory that is accessible in Amazon SageMaker AI Studio. Permitted users can access only this directory and below.

    • FSxLustreFileSystemConfig (dict) --

      The settings for a custom Amazon FSx for Lustre file system.

      • FileSystemId (string) -- [REQUIRED]

        The globally unique, 17-digit, ID of the file system, assigned by Amazon FSx for Lustre.

      • FileSystemPath (string) --

        The path to the file system directory that is accessible in Amazon SageMaker Studio. Permitted users can access only this directory and below.

    • S3FileSystemConfig (dict) --

      Configuration settings for a custom Amazon S3 file system.

      • MountPath (string) --

        The file system path where the Amazon S3 storage location will be mounted within the Amazon SageMaker Studio environment.

      • S3Uri (string) --

        The Amazon S3 URI of the S3 file system configuration.

• StudioWebPortalSettings (dict) --

  Studio settings. If these settings are applied on a user level, they take priority over the settings applied on a domain level.

  • HiddenMlTools (list) --

    The machine learning tools that are hidden from the Studio left navigation pane.

    • (string) --

  • HiddenAppTypes (list) --

    The Applications supported in Studio that are hidden from the Studio left navigation pane.

    • (string) --

  • HiddenInstanceTypes (list) --

    The instance types you are hiding from the Studio user interface.

    • (string) --

  • HiddenSageMakerImageVersionAliases (list) --

    The version aliases you are hiding from the Studio user interface.

    • (dict) --

      The SageMaker images that are hidden from the Studio user interface. You must specify the SageMaker image name and version aliases.

      • SageMakerImageName (string) --

        The SageMaker image name that you are hiding from the Studio user interface.

      • VersionAliases (list) --

        The version aliases you are hiding from the Studio user interface.

        • (string) --

• AutoMountHomeEFS (string) --

  Indicates whether auto-mounting of an EFS volume is supported for the user profile. The DefaultAsDomain value is only supported for user profiles. Do not use the DefaultAsDomain value when setting this parameter for a domain.

  SageMaker applies this setting only to private spaces that the user creates in the domain. SageMaker doesn't apply this setting to shared spaces.

type DomainSettingsForUpdate:

dict

param DomainSettingsForUpdate:

A collection of DomainSettings configuration values to update.

• RStudioServerProDomainSettingsForUpdate (dict) --

  A collection of RStudioServerPro Domain-level app settings to update. A single RStudioServerPro application is created for a domain.

  • DomainExecutionRoleArn (string) -- [REQUIRED]

    The execution role for the RStudioServerPro Domain-level app.

  • DefaultResourceSpec (dict) --

    Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • RStudioConnectUrl (string) --

    A URL pointing to an RStudio Connect server.

  • RStudioPackageManagerUrl (string) --

    A URL pointing to an RStudio Package Manager server.

• ExecutionRoleIdentityConfig (string) --

  The configuration for attaching a SageMaker AI user profile name to the execution role as a sts:SourceIdentity key. This configuration can only be modified if there are no apps in the InService or Pending state.

• SecurityGroupIds (list) --

  The security groups for the Amazon Virtual Private Cloud that the Domain uses for communication between Domain-level apps and user apps.

  • (string) --

• DockerSettings (dict) --

  A collection of settings that configure the domain's Docker interaction.

  • EnableDockerAccess (string) --

    Indicates whether the domain can access Docker.

  • VpcOnlyTrustedAccounts (list) --

    The list of Amazon Web Services accounts that are trusted when the domain is created in VPC-only mode.

    • (string) --

• AmazonQSettings (dict) --

  A collection of settings that configure the Amazon Q experience within the domain.

  • Status (string) --

    Whether Amazon Q has been enabled within the domain.

  • QProfileArn (string) --

    The ARN of the Amazon Q profile used within the domain.

• UnifiedStudioSettings (dict) --

  The settings that apply to an SageMaker AI domain when you use it in Amazon SageMaker Unified Studio.

  • StudioWebPortalAccess (string) --

    Sets whether you can access the domain in Amazon SageMaker Studio:

    ENABLED

    You can access the domain in Amazon SageMaker Studio. If you migrate the domain to Amazon SageMaker Unified Studio, you can access it in both studio interfaces.

    DISABLED

    You can't access the domain in Amazon SageMaker Studio. If you migrate the domain to Amazon SageMaker Unified Studio, you can access it only in that studio interface.

    To migrate a domain to Amazon SageMaker Unified Studio, you specify the UnifiedStudioSettings data type when you use the UpdateDomain action.

  • DomainAccountId (string) --

    The ID of the Amazon Web Services account that has the Amazon SageMaker Unified Studio domain. The default value, if you don't specify an ID, is the ID of the account that has the Amazon SageMaker AI domain.

  • DomainRegion (string) --

    The Amazon Web Services Region where the domain is located in Amazon SageMaker Unified Studio. The default value, if you don't specify a Region, is the Region where the Amazon SageMaker AI domain is located.

  • DomainId (string) --

    The ID of the Amazon SageMaker Unified Studio domain associated with this domain.

  • ProjectId (string) --

    The ID of the Amazon SageMaker Unified Studio project that corresponds to the domain.

  • EnvironmentId (string) --

    The ID of the environment that Amazon SageMaker Unified Studio associates with the domain.

  • ProjectS3Path (string) --

    The location where Amazon S3 stores temporary execution data and other artifacts for the project that corresponds to the domain.

  • SingleSignOnApplicationArn (string) --

    The ARN of the application managed by SageMaker AI and SageMaker Unified Studio in the Amazon Web Services IAM Identity Center.

type AppSecurityGroupManagement:

string

param AppSecurityGroupManagement:

The entity that creates and manages the required security groups for inter-app communication in VPCOnly mode. Required when CreateDomain.AppNetworkAccessType is VPCOnly and DomainSettings.RStudioServerProDomainSettings.DomainExecutionRoleArn is provided. If setting up the domain for use with RStudio, this value must be set to Service.

type DefaultSpaceSettings:

dict

param DefaultSpaceSettings:

The default settings for shared spaces that users create in the domain.

• ExecutionRole (string) --

  The ARN of the execution role for the space.

• SecurityGroups (list) --

  The security group IDs for the Amazon VPC that the space uses for communication.

  • (string) --

• JupyterServerAppSettings (dict) --

  The JupyterServer app settings.

  • DefaultResourceSpec (dict) --

    The default instance type and the Amazon Resource Name (ARN) of the default SageMaker AI image used by the JupyterServer app. If you use the LifecycleConfigArns parameter, then this parameter is also required.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • LifecycleConfigArns (list) --

    The Amazon Resource Name (ARN) of the Lifecycle Configurations attached to the JupyterServerApp. If you use this parameter, the DefaultResourceSpec parameter is also required.

    • (string) --

  • CodeRepositories (list) --

    A list of Git repositories that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

    • (dict) --

      A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

      • RepositoryUrl (string) -- [REQUIRED]

        The URL of the Git repository.

• KernelGatewayAppSettings (dict) --

  The KernelGateway app settings.

  • DefaultResourceSpec (dict) --

    The default instance type and the Amazon Resource Name (ARN) of the default SageMaker AI image used by the KernelGateway app.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • CustomImages (list) --

    A list of custom SageMaker AI images that are configured to run as a KernelGateway app.

    The maximum number of custom images are as follows.

    • On a domain level: 200

    • On a space level: 5

    • On a user profile level: 5

    • (dict) --

      A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

      • ImageName (string) -- [REQUIRED]

        The name of the CustomImage. Must be unique to your account.

      • ImageVersionNumber (integer) --

        The version number of the CustomImage.

      • AppImageConfigName (string) -- [REQUIRED]

        The name of the AppImageConfig.

  • LifecycleConfigArns (list) --

    The Amazon Resource Name (ARN) of the Lifecycle Configurations attached to the the user profile or domain.

    • (string) --

• JupyterLabAppSettings (dict) --

  The settings for the JupyterLab application.

  • DefaultResourceSpec (dict) --

    Specifies the ARN's of a SageMaker AI image and SageMaker AI image version, and the instance type that the version runs on.

    • SageMakerImageArn (string) --

      The ARN of the SageMaker AI image that the image version belongs to.

    • SageMakerImageVersionArn (string) --

      The ARN of the image version created on the instance. To clear the value set for SageMakerImageVersionArn, pass None as the value.

    • SageMakerImageVersionAlias (string) --

      The SageMakerImageVersionAlias of the image to launch with. This value is in SemVer 2.0.0 versioning format.

    • InstanceType (string) --

      The instance type that the image version runs on.

    • LifecycleConfigArn (string) --

      The Amazon Resource Name (ARN) of the Lifecycle Configuration attached to the Resource.

  • CustomImages (list) --

    A list of custom SageMaker images that are configured to run as a JupyterLab app.

    • (dict) --

      A custom SageMaker AI image. For more information, see Bring your own SageMaker AI image.

      • ImageName (string) -- [REQUIRED]

        The name of the CustomImage. Must be unique to your account.

      • ImageVersionNumber (integer) --

        The version number of the CustomImage.

      • AppImageConfigName (string) -- [REQUIRED]

        The name of the AppImageConfig.

  • LifecycleConfigArns (list) --

    The Amazon Resource Name (ARN) of the lifecycle configurations attached to the user profile or domain. To remove a lifecycle config, you must set LifecycleConfigArns to an empty list.

    • (string) --

  • CodeRepositories (list) --

    A list of Git repositories that SageMaker automatically displays to users for cloning in the JupyterLab application.

    • (dict) --

      A Git repository that SageMaker AI automatically displays to users for cloning in the JupyterServer application.

      • RepositoryUrl (string) -- [REQUIRED]

        The URL of the Git repository.

  • AppLifecycleManagement (dict) --

    Indicates whether idle shutdown is activated for JupyterLab applications.

    • IdleSettings (dict) --

      Settings related to idle shutdown of Studio applications.

      • LifecycleManagement (string) --

        Indicates whether idle shutdown is activated for the application type.

      • IdleTimeoutInMinutes (integer) --

        The time that SageMaker waits after the application becomes idle before shutting it down.

      • MinIdleTimeoutInMinutes (integer) --

        The minimum value in minutes that custom idle shutdown can be set to by the user.

      • MaxIdleTimeoutInMinutes (integer) --

        The maximum value in minutes that custom idle shutdown can be set to by the user.

  • EmrSettings (dict) --

    The configuration parameters that specify the IAM roles assumed by the execution role of SageMaker (assumable roles) and the cluster instances or job execution environments (execution roles or runtime roles) to manage and access resources required for running Amazon EMR clusters or Amazon EMR Serverless applications.

    • AssumableRoleArns (list) --

      An array of Amazon Resource Names (ARNs) of the IAM roles that the execution role of SageMaker can assume for performing operations or tasks related to Amazon EMR clusters or Amazon EMR Serverless applications. These roles define the permissions and access policies required when performing Amazon EMR-related operations, such as listing, connecting to, or terminating Amazon EMR clusters or Amazon EMR Serverless applications. They are typically used in cross-account access scenarios, where the Amazon EMR resources (clusters or serverless applications) are located in a different Amazon Web Services account than the SageMaker domain.

      • (string) --

    • ExecutionRoleArns (list) --

      An array of Amazon Resource Names (ARNs) of the IAM roles used by the Amazon EMR cluster instances or job execution environments to access other Amazon Web Services services and resources needed during the runtime of your Amazon EMR or Amazon EMR Serverless workloads, such as Amazon S3 for data access, Amazon CloudWatch for logging, or other Amazon Web Services services based on the particular workload requirements.

      • (string) --

  • BuiltInLifecycleConfigArn (string) --

    The lifecycle configuration that runs before the default lifecycle configuration. It can override changes made in the default lifecycle configuration.

• SpaceStorageSettings (dict) --

  The default storage settings for a space.

  • DefaultEbsStorageSettings (dict) --

    The default EBS storage settings for a space.

    • DefaultEbsVolumeSizeInGb (integer) -- [REQUIRED]

      The default size of the EBS storage volume for a space.

    • MaximumEbsVolumeSizeInGb (integer) -- [REQUIRED]

      The maximum size of the EBS storage volume for a space.

• CustomPosixUserConfig (dict) --

  Details about the POSIX identity that is used for file system operations.

  • Uid (integer) -- [REQUIRED]

    The POSIX user ID.

  • Gid (integer) -- [REQUIRED]

    The POSIX group ID.

• CustomFileSystemConfigs (list) --

  The settings for assigning a custom file system to a domain. Permitted users can access this file system in Amazon SageMaker AI Studio.

  • (dict) --

    The settings for assigning a custom file system to a user profile or space for an Amazon SageMaker AI Domain. Permitted users can access this file system in Amazon SageMaker AI Studio.

    • EFSFileSystemConfig (dict) --

      The settings for a custom Amazon EFS file system.

      • FileSystemId (string) -- [REQUIRED]

        The ID of your Amazon EFS file system.

      • FileSystemPath (string) --

        The path to the file system directory that is accessible in Amazon SageMaker AI Studio. Permitted users can access only this directory and below.

    • FSxLustreFileSystemConfig (dict) --

      The settings for a custom Amazon FSx for Lustre file system.

      • FileSystemId (string) -- [REQUIRED]

        The globally unique, 17-digit, ID of the file system, assigned by Amazon FSx for Lustre.

      • FileSystemPath (string) --

        The path to the file system directory that is accessible in Amazon SageMaker Studio. Permitted users can access only this directory and below.

    • S3FileSystemConfig (dict) --

      Configuration settings for a custom Amazon S3 file system.

      • MountPath (string) --

        The file system path where the Amazon S3 storage location will be mounted within the Amazon SageMaker Studio environment.

      • S3Uri (string) --

        The Amazon S3 URI of the S3 file system configuration.

type SubnetIds:

list

param SubnetIds:

The VPC subnets that Studio uses for communication.

If removing subnets, ensure there are no apps in the InService, Pending, or Deleting state.

• (string) --

type AppNetworkAccessType:

string

param AppNetworkAccessType:

Specifies the VPC used for non-EFS traffic.

• PublicInternetOnly - Non-EFS traffic is through a VPC managed by Amazon SageMaker AI, which allows direct internet access.

• VpcOnly - All Studio traffic is through the specified VPC and subnets.

This configuration can only be modified if there are no apps in the InService, Pending, or Deleting state. The configuration cannot be updated if DomainSettings.RStudioServerProDomainSettings.DomainExecutionRoleArn is already set or DomainSettings.RStudioServerProDomainSettings.DomainExecutionRoleArn is provided as part of the same request.

type TagPropagation:

string

param TagPropagation:

Indicates whether custom tag propagation is supported for the domain. Defaults to DISABLED.

rtype:

dict

returns:

Response Syntax

{
    'DomainArn': 'string'
}

Response Structure

• (dict) --

  • DomainArn (string) --

    The Amazon Resource Name (ARN) of the domain.