Amazon SageMaker Service

2024/05/10 - Amazon SageMaker Service - 20 updated api methods

Changes  Introduced support for G6 instance types on Sagemaker Notebook Instances and on SageMaker Studio for JupyterLab and CodeEditor applications.

CreateApp (updated) Link ¶
Changes (request)
{'ResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                   'ml.g6.16xlarge',
                                   'ml.g6.24xlarge',
                                   'ml.g6.2xlarge',
                                   'ml.g6.48xlarge',
                                   'ml.g6.4xlarge',
                                   'ml.g6.8xlarge',
                                   'ml.g6.xlarge'}}}

Creates a running app for the specified UserProfile. This operation is automatically invoked by Amazon SageMaker upon access to the associated Domain, and when new kernel configurations are selected by the user. A user may have multiple Apps active simultaneously.

See also: AWS API Documentation

Request Syntax

client.create_app(
    DomainId='string',
    UserProfileName='string',
    SpaceName='string',
    AppType='JupyterServer'|'KernelGateway'|'DetailedProfiler'|'TensorBoard'|'CodeEditor'|'JupyterLab'|'RStudioServerPro'|'RSessionGateway'|'Canvas',
    AppName='string',
    Tags=[
        {
            'Key': 'string',
            'Value': 'string'
        },
    ],
    ResourceSpec={
        '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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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'
    }
)
type DomainId

string

param DomainId

[REQUIRED]

The domain ID.

type UserProfileName

string

param UserProfileName

The user profile name. If this value is not set, then SpaceName must be set.

type SpaceName

string

param SpaceName

The name of the space. If this value is not set, then UserProfileName must be set.

type AppType

string

param AppType

[REQUIRED]

The type of app.

type AppName

string

param AppName

[REQUIRED]

The name of the app.

type Tags

list

param Tags

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

  • (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 ResourceSpec

dict

param ResourceSpec

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

Note

The value of InstanceType passed as part of the ResourceSpec in the CreateApp call overrides the value passed as part of the ResourceSpec configured for the user profile or the domain. If InstanceType is not specified in any of those three ResourceSpec values for a KernelGateway app, the CreateApp call fails with a request validation error.

  • SageMakerImageArn (string) --

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

  • SageMakerImageVersionArn (string) --

    The ARN of the image version created on the instance.

  • 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.

    Note

    JupyterServer apps only support the system value.

    For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

  • LifecycleConfigArn (string) --

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

rtype

dict

returns

Response Syntax

{
    'AppArn': 'string'
}

Response Structure

  • (dict) --

    • AppArn (string) --

      The Amazon Resource Name (ARN) of the app.

CreateDomain (updated) Link ¶
Changes (request)
{'DefaultSpaceSettings': {'JupyterLabAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                             'ml.g6.16xlarge',
                                                                                             'ml.g6.24xlarge',
                                                                                             'ml.g6.2xlarge',
                                                                                             'ml.g6.48xlarge',
                                                                                             'ml.g6.4xlarge',
                                                                                             'ml.g6.8xlarge',
                                                                                             'ml.g6.xlarge'}}},
                          'JupyterServerAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                                'ml.g6.16xlarge',
                                                                                                'ml.g6.24xlarge',
                                                                                                'ml.g6.2xlarge',
                                                                                                'ml.g6.48xlarge',
                                                                                                'ml.g6.4xlarge',
                                                                                                'ml.g6.8xlarge',
                                                                                                'ml.g6.xlarge'}}},
                          'KernelGatewayAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                                'ml.g6.16xlarge',
                                                                                                'ml.g6.24xlarge',
                                                                                                'ml.g6.2xlarge',
                                                                                                'ml.g6.48xlarge',
                                                                                                'ml.g6.4xlarge',
                                                                                                'ml.g6.8xlarge',
                                                                                                'ml.g6.xlarge'}}}},
 'DefaultUserSettings': {'CodeEditorAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                            'ml.g6.16xlarge',
                                                                                            'ml.g6.24xlarge',
                                                                                            'ml.g6.2xlarge',
                                                                                            'ml.g6.48xlarge',
                                                                                            'ml.g6.4xlarge',
                                                                                            'ml.g6.8xlarge',
                                                                                            'ml.g6.xlarge'}}},
                         'JupyterLabAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                            'ml.g6.16xlarge',
                                                                                            'ml.g6.24xlarge',
                                                                                            'ml.g6.2xlarge',
                                                                                            'ml.g6.48xlarge',
                                                                                            'ml.g6.4xlarge',
                                                                                            'ml.g6.8xlarge',
                                                                                            'ml.g6.xlarge'}}},
                         'JupyterServerAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                               'ml.g6.16xlarge',
                                                                                               'ml.g6.24xlarge',
                                                                                               'ml.g6.2xlarge',
                                                                                               'ml.g6.48xlarge',
                                                                                               'ml.g6.4xlarge',
                                                                                               'ml.g6.8xlarge',
                                                                                               'ml.g6.xlarge'}}},
                         'KernelGatewayAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                               'ml.g6.16xlarge',
                                                                                               'ml.g6.24xlarge',
                                                                                               'ml.g6.2xlarge',
                                                                                               'ml.g6.48xlarge',
                                                                                               'ml.g6.4xlarge',
                                                                                               'ml.g6.8xlarge',
                                                                                               'ml.g6.xlarge'}}},
                         'RSessionAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                          'ml.g6.16xlarge',
                                                                                          'ml.g6.24xlarge',
                                                                                          'ml.g6.2xlarge',
                                                                                          'ml.g6.48xlarge',
                                                                                          'ml.g6.4xlarge',
                                                                                          'ml.g6.8xlarge',
                                                                                          'ml.g6.xlarge'}}},
                         'TensorBoardAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                             'ml.g6.16xlarge',
                                                                                             'ml.g6.24xlarge',
                                                                                             'ml.g6.2xlarge',
                                                                                             'ml.g6.48xlarge',
                                                                                             'ml.g6.4xlarge',
                                                                                             'ml.g6.8xlarge',
                                                                                             'ml.g6.xlarge'}}}},
 'DomainSettings': {'RStudioServerProDomainSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                                'ml.g6.16xlarge',
                                                                                                'ml.g6.24xlarge',
                                                                                                'ml.g6.2xlarge',
                                                                                                'ml.g6.48xlarge',
                                                                                                'ml.g6.4xlarge',
                                                                                                'ml.g6.8xlarge',
                                                                                                'ml.g6.xlarge'}}}}}

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 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, 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 Studio notebook or to train or host models unless your VPC has an interface endpoint to the SageMaker API and runtime or a NAT gateway and your security groups allow outbound connections.

Warning

NFS traffic over TCP on port 2049 needs to be allowed in both inbound and outbound rules in order to launch a Amazon SageMaker Studio app successfully.

For more information, see Connect Amazon SageMaker 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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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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                '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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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'
                },
            ]
        },
        'SpaceStorageSettings': {
            'DefaultEbsStorageSettings': {
                'DefaultEbsVolumeSizeInGb': 123,
                'MaximumEbsVolumeSizeInGb': 123
            }
        },
        'CustomPosixUserConfig': {
            'Uid': 123,
            'Gid': 123
        },
        'CustomFileSystemConfigs': [
            {
                'EFSFileSystemConfig': {
                    'FileSystemId': 'string',
                    'FileSystemPath': '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.

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

    • (string) --

  • SharingSettings (dict) --

    Specifies options for sharing Amazon SageMaker 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 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 image that the image version belongs to.

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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.

      Note

      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 JupyterServer application.

      • (dict) --

        A Git repository that SageMaker 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 image used by the KernelGateway app.

      Note

      The Amazon SageMaker Studio UI does not use the default instance type value set here. The default instance type set here is used when Apps are created using the CLI or CloudFormation and the instance type parameter value is not passed.

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 KernelGateway app.

      • (dict) --

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

      Note

      To remove a Lifecycle Config, you must set LifecycleConfigArns to an empty list.

      • (string) --

  • TensorBoardAppSettings (dict) --

    The TensorBoard app settings.

    • DefaultResourceSpec (dict) --

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

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 image and SageMaker image version, and the instance type that the version runs on.

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 RSession app.

      • (dict) --

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

    • 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.

  • CodeEditorAppSettings (dict) --

    The Code Editor application settings.

    • DefaultResourceSpec (dict) --

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

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 image. For more information, see Bring your own SageMaker 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) --

  • JupyterLabAppSettings (dict) --

    The settings for the JupyterLab application.

    • DefaultResourceSpec (dict) --

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

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 image. For more information, see Bring your own SageMaker 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 automatically displays to users for cloning in the JupyterServer application.

        • RepositoryUrl (string) -- [REQUIRED]

          The URL of the Git repository.

  • SpaceStorageSettings (dict) --

    The 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.

  • 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.

    • 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 Studio.

    • (dict) --

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

      Note

      This is a Tagged Union structure. Only one of the following top level keys can be set: EFSFileSystemConfig.

      • 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 Studio. Permitted users can access only this directory and below.

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 image and SageMaker image version, and the instance type that the version runs on.

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • LifecycleConfigArn (string) --

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

  • ExecutionRoleIdentityConfig (string) --

    The configuration for attaching a SageMaker 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) --

type SubnetIds

list

param SubnetIds

[REQUIRED]

The VPC subnets that the domain uses for communication.

  • (string) --

type VpcId

string

param VpcId

[REQUIRED]

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

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, 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 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 DefaultSpaceSettings

dict

param DefaultSpaceSettings

The default settings used to create a space.

  • 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 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 image that the image version belongs to.

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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.

      Note

      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 JupyterServer application.

      • (dict) --

        A Git repository that SageMaker 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 image used by the KernelGateway app.

      Note

      The Amazon SageMaker Studio UI does not use the default instance type value set here. The default instance type set here is used when Apps are created using the CLI or CloudFormation and the instance type parameter value is not passed.

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 KernelGateway app.

      • (dict) --

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

      Note

      To remove a Lifecycle Config, you must set LifecycleConfigArns to an empty list.

      • (string) --

  • JupyterLabAppSettings (dict) --

    The settings for the JupyterLab application.

    • DefaultResourceSpec (dict) --

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

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 image. For more information, see Bring your own SageMaker 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 automatically displays to users for cloning in the JupyterServer application.

        • RepositoryUrl (string) -- [REQUIRED]

          The URL of the Git repository.

  • 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 Studio.

    • (dict) --

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

      Note

      This is a Tagged Union structure. Only one of the following top level keys can be set: EFSFileSystemConfig.

      • 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 Studio. Permitted users can access only this directory and below.

rtype

dict

returns

Response Syntax

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

Response Structure

  • (dict) --

    • DomainArn (string) --

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

    • Url (string) --

      The URL to the created domain.

CreateInferenceExperiment (updated) Link ¶
Changes (request)
{'ModelVariants': {'InfrastructureConfig': {'RealTimeInferenceConfig': {'InstanceType': {'ml.g6.12xlarge',
                                                                                         'ml.g6.16xlarge',
                                                                                         'ml.g6.24xlarge',
                                                                                         'ml.g6.2xlarge',
                                                                                         'ml.g6.48xlarge',
                                                                                         'ml.g6.4xlarge',
                                                                                         'ml.g6.8xlarge',
                                                                                         'ml.g6.xlarge'}}}}}

Creates an inference experiment using the configurations specified in the request.

Use this API to setup and schedule an experiment to compare model variants on a Amazon SageMaker inference endpoint. For more information about inference experiments, see Shadow tests.

Amazon SageMaker begins your experiment at the scheduled time and routes traffic to your endpoint's model variants based on your specified configuration.

While the experiment is in progress or after it has concluded, you can view metrics that compare your model variants. For more information, see View, monitor, and edit shadow tests.

See also: AWS API Documentation

Request Syntax

client.create_inference_experiment(
    Name='string',
    Type='ShadowMode',
    Schedule={
        'StartTime': datetime(2015, 1, 1),
        'EndTime': datetime(2015, 1, 1)
    },
    Description='string',
    RoleArn='string',
    EndpointName='string',
    ModelVariants=[
        {
            'ModelName': 'string',
            'VariantName': 'string',
            'InfrastructureConfig': {
                'InfrastructureType': 'RealTimeInference',
                'RealTimeInferenceConfig': {
                    'InstanceType': 'ml.t2.medium'|'ml.t2.large'|'ml.t2.xlarge'|'ml.t2.2xlarge'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m4.xlarge'|'ml.m4.2xlarge'|'ml.m4.4xlarge'|'ml.m4.10xlarge'|'ml.m4.16xlarge'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.12xlarge'|'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.c4.xlarge'|'ml.c4.2xlarge'|'ml.c4.4xlarge'|'ml.c4.8xlarge'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.18xlarge'|'ml.c5d.xlarge'|'ml.c5d.2xlarge'|'ml.c5d.4xlarge'|'ml.c5d.9xlarge'|'ml.c5d.18xlarge'|'ml.p2.xlarge'|'ml.p2.8xlarge'|'ml.p2.16xlarge'|'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.inf1.xlarge'|'ml.inf1.2xlarge'|'ml.inf1.6xlarge'|'ml.inf1.24xlarge'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.p5.48xlarge'|'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'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge',
                    'InstanceCount': 123
                }
            }
        },
    ],
    DataStorageConfig={
        'Destination': 'string',
        'KmsKey': 'string',
        'ContentType': {
            'CsvContentTypes': [
                'string',
            ],
            'JsonContentTypes': [
                'string',
            ]
        }
    },
    ShadowModeConfig={
        'SourceModelVariantName': 'string',
        'ShadowModelVariants': [
            {
                'ShadowModelVariantName': 'string',
                'SamplingPercentage': 123
            },
        ]
    },
    KmsKey='string',
    Tags=[
        {
            'Key': 'string',
            'Value': 'string'
        },
    ]
)
type Name

string

param Name

[REQUIRED]

The name for the inference experiment.

type Type

string

param Type

[REQUIRED]

The type of the inference experiment that you want to run. The following types of experiments are possible:

  • ShadowMode : You can use this type to validate a shadow variant. For more information, see Shadow tests.

type Schedule

dict

param Schedule

The duration for which you want the inference experiment to run. If you don't specify this field, the experiment automatically starts immediately upon creation and concludes after 7 days.

  • StartTime (datetime) --

    The timestamp at which the inference experiment started or will start.

  • EndTime (datetime) --

    The timestamp at which the inference experiment ended or will end.

type Description

string

param Description

A description for the inference experiment.

type RoleArn

string

param RoleArn

[REQUIRED]

The ARN of the IAM role that Amazon SageMaker can assume to access model artifacts and container images, and manage Amazon SageMaker Inference endpoints for model deployment.

type EndpointName

string

param EndpointName

[REQUIRED]

The name of the Amazon SageMaker endpoint on which you want to run the inference experiment.

type ModelVariants

list

param ModelVariants

[REQUIRED]

An array of ModelVariantConfig objects. There is one for each variant in the inference experiment. Each ModelVariantConfig object in the array describes the infrastructure configuration for the corresponding variant.

  • (dict) --

    Contains information about the deployment options of a model.

    • ModelName (string) -- [REQUIRED]

      The name of the Amazon SageMaker Model entity.

    • VariantName (string) -- [REQUIRED]

      The name of the variant.

    • InfrastructureConfig (dict) -- [REQUIRED]

      The configuration for the infrastructure that the model will be deployed to.

      • InfrastructureType (string) -- [REQUIRED]

        The inference option to which to deploy your model. Possible values are the following:

        • RealTime : Deploy to real-time inference.

      • RealTimeInferenceConfig (dict) -- [REQUIRED]

        The infrastructure configuration for deploying the model to real-time inference.

        • InstanceType (string) -- [REQUIRED]

          The instance type the model is deployed to.

        • InstanceCount (integer) -- [REQUIRED]

          The number of instances of the type specified by InstanceType .

type DataStorageConfig

dict

param DataStorageConfig

The Amazon S3 location and configuration for storing inference request and response data.

This is an optional parameter that you can use for data capture. For more information, see Capture data.

  • Destination (string) -- [REQUIRED]

    The Amazon S3 bucket where the inference request and response data is stored.

  • KmsKey (string) --

    The Amazon Web Services Key Management Service key that Amazon SageMaker uses to encrypt captured data at rest using Amazon S3 server-side encryption.

  • ContentType (dict) --

    Configuration specifying how to treat different headers. If no headers are specified Amazon SageMaker will by default base64 encode when capturing the data.

    • CsvContentTypes (list) --

      The list of all content type headers that Amazon SageMaker will treat as CSV and capture accordingly.

      • (string) --

    • JsonContentTypes (list) --

      The list of all content type headers that SageMaker will treat as JSON and capture accordingly.

      • (string) --

type ShadowModeConfig

dict

param ShadowModeConfig

[REQUIRED]

The configuration of ShadowMode inference experiment type. Use this field to specify a production variant which takes all the inference requests, and a shadow variant to which Amazon SageMaker replicates a percentage of the inference requests. For the shadow variant also specify the percentage of requests that Amazon SageMaker replicates.

  • SourceModelVariantName (string) -- [REQUIRED]

    The name of the production variant, which takes all the inference requests.

  • ShadowModelVariants (list) -- [REQUIRED]

    List of shadow variant configurations.

    • (dict) --

      The name and sampling percentage of a shadow variant.

      • ShadowModelVariantName (string) -- [REQUIRED]

        The name of the shadow variant.

      • SamplingPercentage (integer) -- [REQUIRED]

        The percentage of inference requests that Amazon SageMaker replicates from the production variant to the shadow variant.

type KmsKey

string

param KmsKey

The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint. The KmsKey can be any of the following formats:

  • KMS key ID "1234abcd-12ab-34cd-56ef-1234567890ab"

  • Amazon Resource Name (ARN) of a KMS key "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"

  • KMS key Alias "alias/ExampleAlias"

  • Amazon Resource Name (ARN) of a KMS key Alias "arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias"

If you use a KMS key ID or an alias of your KMS key, the Amazon SageMaker execution role must include permissions to call kms:Encrypt . If you don't provide a KMS key ID, Amazon SageMaker uses the default KMS key for Amazon S3 for your role's account. Amazon SageMaker uses server-side encryption with KMS managed keys for OutputDataConfig . If you use a bucket policy with an s3:PutObject permission that only allows objects with server-side encryption, set the condition key of s3:x-amz-server-side-encryption to "aws:kms" . For more information, see KMS managed Encryption Keys in the Amazon Simple Storage Service Developer Guide.

The KMS key policy must grant permission to the IAM role that you specify in your CreateEndpoint and UpdateEndpoint requests. For more information, see Using Key Policies in Amazon Web Services KMS in the Amazon Web Services Key Management Service Developer Guide .

type Tags

list

param Tags

Array of key-value pairs. You can use tags to categorize your Amazon Web Services resources in different ways, for example, by purpose, owner, or environment. For more information, see Tagging your Amazon Web Services Resources.

  • (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.

rtype

dict

returns

Response Syntax

{
    'InferenceExperimentArn': 'string'
}

Response Structure

  • (dict) --

    • InferenceExperimentArn (string) --

      The ARN for your inference experiment.

CreateNotebookInstance (updated) Link ¶
Changes (request)
{'InstanceType': {'ml.g6.12xlarge',
                  'ml.g6.16xlarge',
                  'ml.g6.24xlarge',
                  'ml.g6.2xlarge',
                  'ml.g6.48xlarge',
                  'ml.g6.4xlarge',
                  'ml.g6.8xlarge',
                  'ml.g6.xlarge'}}

Creates an SageMaker notebook instance. A notebook instance is a machine learning (ML) compute instance running on a Jupyter notebook.

In a CreateNotebookInstance request, specify the type of ML compute instance that you want to run. SageMaker launches the instance, installs common libraries that you can use to explore datasets for model training, and attaches an ML storage volume to the notebook instance.

SageMaker also provides a set of example notebooks. Each notebook demonstrates how to use SageMaker with a specific algorithm or with a machine learning framework.

After receiving the request, SageMaker does the following:

  • Creates a network interface in the SageMaker VPC.

  • (Option) If you specified SubnetId , SageMaker creates a network interface in your own VPC, which is inferred from the subnet ID that you provide in the input. When creating this network interface, SageMaker attaches the security group that you specified in the request to the network interface that it creates in your VPC.

  • Launches an EC2 instance of the type specified in the request in the SageMaker VPC. If you specified SubnetId of your VPC, SageMaker specifies both network interfaces when launching this instance. This enables inbound traffic from your own VPC to the notebook instance, assuming that the security groups allow it.

After creating the notebook instance, SageMaker returns its Amazon Resource Name (ARN). You can't change the name of a notebook instance after you create it.

After SageMaker creates the notebook instance, you can connect to the Jupyter server and work in Jupyter notebooks. For example, you can write code to explore a dataset that you can use for model training, train a model, host models by creating SageMaker endpoints, and validate hosted models.

For more information, see How It Works.

See also: AWS API Documentation

Request Syntax

client.create_notebook_instance(
    NotebookInstanceName='string',
    InstanceType='ml.t2.medium'|'ml.t2.large'|'ml.t2.xlarge'|'ml.t2.2xlarge'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m4.xlarge'|'ml.m4.2xlarge'|'ml.m4.4xlarge'|'ml.m4.10xlarge'|'ml.m4.16xlarge'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.12xlarge'|'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.c4.xlarge'|'ml.c4.2xlarge'|'ml.c4.4xlarge'|'ml.c4.8xlarge'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.18xlarge'|'ml.c5d.xlarge'|'ml.c5d.2xlarge'|'ml.c5d.4xlarge'|'ml.c5d.9xlarge'|'ml.c5d.18xlarge'|'ml.p2.xlarge'|'ml.p2.8xlarge'|'ml.p2.16xlarge'|'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.inf1.xlarge'|'ml.inf1.2xlarge'|'ml.inf1.6xlarge'|'ml.inf1.24xlarge'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.p5.48xlarge'|'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'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge',
    SubnetId='string',
    SecurityGroupIds=[
        'string',
    ],
    RoleArn='string',
    KmsKeyId='string',
    Tags=[
        {
            'Key': 'string',
            'Value': 'string'
        },
    ],
    LifecycleConfigName='string',
    DirectInternetAccess='Enabled'|'Disabled',
    VolumeSizeInGB=123,
    AcceleratorTypes=[
        'ml.eia1.medium'|'ml.eia1.large'|'ml.eia1.xlarge'|'ml.eia2.medium'|'ml.eia2.large'|'ml.eia2.xlarge',
    ],
    DefaultCodeRepository='string',
    AdditionalCodeRepositories=[
        'string',
    ],
    RootAccess='Enabled'|'Disabled',
    PlatformIdentifier='string',
    InstanceMetadataServiceConfiguration={
        'MinimumInstanceMetadataServiceVersion': 'string'
    }
)
type NotebookInstanceName

string

param NotebookInstanceName

[REQUIRED]

The name of the new notebook instance.

type InstanceType

string

param InstanceType

[REQUIRED]

The type of ML compute instance to launch for the notebook instance.

type SubnetId

string

param SubnetId

The ID of the subnet in a VPC to which you would like to have a connectivity from your ML compute instance.

type SecurityGroupIds

list

param SecurityGroupIds

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) --

type RoleArn

string

param RoleArn

[REQUIRED]

When you send any requests to Amazon Web Services resources from the notebook instance, SageMaker assumes this role to perform tasks on your behalf. You must grant this role necessary permissions so SageMaker can perform these tasks. The policy must allow the SageMaker service principal (sagemaker.amazonaws.com) permissions to assume this role. For more information, see SageMaker Roles.

Note

To be able to pass this role to SageMaker, the caller of this API must have the iam:PassRole permission.

type KmsKeyId

string

param KmsKeyId

The Amazon Resource Name (ARN) of a Amazon Web Services Key Management Service key that SageMaker uses to encrypt data on the storage volume attached to your notebook instance. The KMS key you provide must be enabled. For information, see Enabling and Disabling Keys in the Amazon Web Services Key Management Service Developer Guide .

type Tags

list

param Tags

An array of key-value pairs. You can use tags to categorize your Amazon Web Services resources in different ways, for example, by purpose, owner, or environment. For more information, see Tagging Amazon Web Services Resources.

  • (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 LifecycleConfigName

string

param LifecycleConfigName

The name of a lifecycle configuration to associate with the notebook instance. For information about lifestyle configurations, see Step 2.1: (Optional) Customize a Notebook Instance.

type DirectInternetAccess

string

param DirectInternetAccess

Sets whether SageMaker provides internet access to the notebook instance. If you set this to Disabled this notebook instance is able to access resources only in your VPC, and is not be able to connect to SageMaker training and endpoint services unless you configure a NAT Gateway in your VPC.

For more information, see Notebook Instances Are Internet-Enabled by Default. You can set the value of this parameter to Disabled only if you set a value for the SubnetId parameter.

type VolumeSizeInGB

integer

param VolumeSizeInGB

The size, in GB, of the ML storage volume to attach to the notebook instance. The default value is 5 GB.

type AcceleratorTypes

list

param AcceleratorTypes

A list of Elastic Inference (EI) instance types to associate with this notebook instance. Currently, only one instance type can be associated with a notebook instance. For more information, see Using Elastic Inference in Amazon SageMaker.

  • (string) --

type DefaultCodeRepository

string

param DefaultCodeRepository

A Git repository to associate with the notebook instance as its default code repository. This can be either the name of a Git repository stored as a resource in your account, or the URL of a Git repository in Amazon Web Services CodeCommit or in any other Git repository. When you open a notebook instance, it opens in the directory that contains this repository. For more information, see Associating Git Repositories with SageMaker Notebook Instances.

type AdditionalCodeRepositories

list

param AdditionalCodeRepositories

An array of up to three Git repositories to associate with the notebook instance. These can be either the names of Git repositories stored as resources in your account, or the URL of Git repositories in Amazon Web Services CodeCommit or in any other Git repository. These repositories are cloned at the same level as the default repository of your notebook instance. For more information, see Associating Git Repositories with SageMaker Notebook Instances.

  • (string) --

type RootAccess

string

param RootAccess

Whether root access is enabled or disabled for users of the notebook instance. The default value is Enabled .

Note

Lifecycle configurations need root access to be able to set up a notebook instance. Because of this, lifecycle configurations associated with a notebook instance always run with root access even if you disable root access for users.

type PlatformIdentifier

string

param PlatformIdentifier

The platform identifier of the notebook instance runtime environment.

type InstanceMetadataServiceConfiguration

dict

param InstanceMetadataServiceConfiguration

Information on the IMDS configuration of the notebook instance

  • MinimumInstanceMetadataServiceVersion (string) -- [REQUIRED]

    Indicates the minimum IMDS version that the notebook instance supports. When passed as part of CreateNotebookInstance , if no value is selected, then it defaults to IMDSv1. This means that both IMDSv1 and IMDSv2 are supported. If passed as part of UpdateNotebookInstance , there is no default.

rtype

dict

returns

Response Syntax

{
    'NotebookInstanceArn': 'string'
}

Response Structure

  • (dict) --

    • NotebookInstanceArn (string) --

      The Amazon Resource Name (ARN) of the notebook instance.

CreateSpace (updated) Link ¶
Changes (request)
{'SpaceSettings': {'CodeEditorAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                      'ml.g6.16xlarge',
                                                                                      'ml.g6.24xlarge',
                                                                                      'ml.g6.2xlarge',
                                                                                      'ml.g6.48xlarge',
                                                                                      'ml.g6.4xlarge',
                                                                                      'ml.g6.8xlarge',
                                                                                      'ml.g6.xlarge'}}},
                   'JupyterLabAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                      'ml.g6.16xlarge',
                                                                                      'ml.g6.24xlarge',
                                                                                      'ml.g6.2xlarge',
                                                                                      'ml.g6.48xlarge',
                                                                                      'ml.g6.4xlarge',
                                                                                      'ml.g6.8xlarge',
                                                                                      'ml.g6.xlarge'}}},
                   'JupyterServerAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                         'ml.g6.16xlarge',
                                                                                         'ml.g6.24xlarge',
                                                                                         'ml.g6.2xlarge',
                                                                                         'ml.g6.48xlarge',
                                                                                         'ml.g6.4xlarge',
                                                                                         'ml.g6.8xlarge',
                                                                                         'ml.g6.xlarge'}}},
                   'KernelGatewayAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                         'ml.g6.16xlarge',
                                                                                         'ml.g6.24xlarge',
                                                                                         'ml.g6.2xlarge',
                                                                                         'ml.g6.48xlarge',
                                                                                         'ml.g6.4xlarge',
                                                                                         'ml.g6.8xlarge',
                                                                                         'ml.g6.xlarge'}}}}}

Creates 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',
                '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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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'
            }
        },
        '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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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'
                },
            ]
        },
        'AppType': 'JupyterServer'|'KernelGateway'|'DetailedProfiler'|'TensorBoard'|'CodeEditor'|'JupyterLab'|'RStudioServerPro'|'RSessionGateway'|'Canvas',
        'SpaceStorageSettings': {
            'EbsStorageSettings': {
                'EbsVolumeSizeInGb': 123
            }
        },
        'CustomFileSystems': [
            {
                'EFSFileSystem': {
                    'FileSystemId': 'string'
                }
            },
        ]
    },
    OwnershipSettings={
        'OwnerUserProfileName': 'string'
    },
    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 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 image that the image version belongs to.

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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.

      Note

      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 JupyterServer application.

      • (dict) --

        A Git repository that SageMaker 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 image used by the KernelGateway app.

      Note

      The Amazon SageMaker Studio UI does not use the default instance type value set here. The default instance type set here is used when Apps are created using the CLI or CloudFormation and the instance type parameter value is not passed.

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 KernelGateway app.

      • (dict) --

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

      Note

      To remove a Lifecycle Config, you must set LifecycleConfigArns to an empty list.

      • (string) --

  • CodeEditorAppSettings (dict) --

    The Code Editor application settings.

    • DefaultResourceSpec (dict) --

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

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • LifecycleConfigArn (string) --

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

  • JupyterLabAppSettings (dict) --

    The settings for the JupyterLab application.

    • DefaultResourceSpec (dict) --

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

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 automatically displays to users for cloning in the JupyterServer application.

        • RepositoryUrl (string) -- [REQUIRED]

          The URL of the Git repository.

  • AppType (string) --

    The type of app created within the space.

  • 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.

  • CustomFileSystems (list) --

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

    • (dict) --

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

      Note

      This is a Tagged Union structure. Only one of the following top level keys can be set: EFSFileSystem.

      • EFSFileSystem (dict) --

        A custom file system in Amazon EFS.

        • FileSystemId (string) -- [REQUIRED]

          The ID of your Amazon EFS file system.

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).

CreateUserProfile (updated) Link ¶
Changes (request)
{'UserSettings': {'CodeEditorAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                     'ml.g6.16xlarge',
                                                                                     'ml.g6.24xlarge',
                                                                                     'ml.g6.2xlarge',
                                                                                     'ml.g6.48xlarge',
                                                                                     'ml.g6.4xlarge',
                                                                                     'ml.g6.8xlarge',
                                                                                     'ml.g6.xlarge'}}},
                  'JupyterLabAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                     'ml.g6.16xlarge',
                                                                                     'ml.g6.24xlarge',
                                                                                     'ml.g6.2xlarge',
                                                                                     'ml.g6.48xlarge',
                                                                                     'ml.g6.4xlarge',
                                                                                     'ml.g6.8xlarge',
                                                                                     'ml.g6.xlarge'}}},
                  'JupyterServerAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                        'ml.g6.16xlarge',
                                                                                        'ml.g6.24xlarge',
                                                                                        'ml.g6.2xlarge',
                                                                                        'ml.g6.48xlarge',
                                                                                        'ml.g6.4xlarge',
                                                                                        'ml.g6.8xlarge',
                                                                                        'ml.g6.xlarge'}}},
                  'KernelGatewayAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                        'ml.g6.16xlarge',
                                                                                        'ml.g6.24xlarge',
                                                                                        'ml.g6.2xlarge',
                                                                                        'ml.g6.48xlarge',
                                                                                        'ml.g6.4xlarge',
                                                                                        'ml.g6.8xlarge',
                                                                                        'ml.g6.xlarge'}}},
                  'RSessionAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                   'ml.g6.16xlarge',
                                                                                   'ml.g6.24xlarge',
                                                                                   'ml.g6.2xlarge',
                                                                                   'ml.g6.48xlarge',
                                                                                   'ml.g6.4xlarge',
                                                                                   'ml.g6.8xlarge',
                                                                                   'ml.g6.xlarge'}}},
                  'TensorBoardAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                      'ml.g6.16xlarge',
                                                                                      'ml.g6.24xlarge',
                                                                                      'ml.g6.2xlarge',
                                                                                      'ml.g6.48xlarge',
                                                                                      'ml.g6.4xlarge',
                                                                                      'ml.g6.8xlarge',
                                                                                      'ml.g6.xlarge'}}}}}

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',
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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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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'
                },
            ]
        },
        'SpaceStorageSettings': {
            'DefaultEbsStorageSettings': {
                'DefaultEbsVolumeSizeInGb': 123,
                'MaximumEbsVolumeSizeInGb': 123
            }
        },
        'DefaultLandingUri': 'string',
        'StudioWebPortal': 'ENABLED'|'DISABLED',
        'CustomPosixUserConfig': {
            'Uid': 123,
            'Gid': 123
        },
        'CustomFileSystemConfigs': [
            {
                'EFSFileSystemConfig': {
                    'FileSystemId': 'string',
                    'FileSystemPath': 'string'
                }
            },
        ]
    }
)
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.

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

    • (string) --

  • SharingSettings (dict) --

    Specifies options for sharing Amazon SageMaker 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 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 image that the image version belongs to.

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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.

      Note

      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 JupyterServer application.

      • (dict) --

        A Git repository that SageMaker 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 image used by the KernelGateway app.

      Note

      The Amazon SageMaker Studio UI does not use the default instance type value set here. The default instance type set here is used when Apps are created using the CLI or CloudFormation and the instance type parameter value is not passed.

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 KernelGateway app.

      • (dict) --

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

      Note

      To remove a Lifecycle Config, you must set LifecycleConfigArns to an empty list.

      • (string) --

  • TensorBoardAppSettings (dict) --

    The TensorBoard app settings.

    • DefaultResourceSpec (dict) --

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

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 image and SageMaker image version, and the instance type that the version runs on.

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 RSession app.

      • (dict) --

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

    • 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.

  • CodeEditorAppSettings (dict) --

    The Code Editor application settings.

    • DefaultResourceSpec (dict) --

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

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 image. For more information, see Bring your own SageMaker 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) --

  • JupyterLabAppSettings (dict) --

    The settings for the JupyterLab application.

    • DefaultResourceSpec (dict) --

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

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 image. For more information, see Bring your own SageMaker 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 automatically displays to users for cloning in the JupyterServer application.

        • RepositoryUrl (string) -- [REQUIRED]

          The URL of the Git repository.

  • SpaceStorageSettings (dict) --

    The 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.

  • 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.

    • 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 Studio.

    • (dict) --

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

      Note

      This is a Tagged Union structure. Only one of the following top level keys can be set: EFSFileSystemConfig.

      • 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 Studio. Permitted users can access only this directory and below.

rtype

dict

returns

Response Syntax

{
    'UserProfileArn': 'string'
}

Response Structure

  • (dict) --

    • UserProfileArn (string) --

      The user profile Amazon Resource Name (ARN).

DescribeApp (updated) Link ¶
Changes (response)
{'ResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                   'ml.g6.16xlarge',
                                   'ml.g6.24xlarge',
                                   'ml.g6.2xlarge',
                                   'ml.g6.48xlarge',
                                   'ml.g6.4xlarge',
                                   'ml.g6.8xlarge',
                                   'ml.g6.xlarge'}}}

Describes the app.

See also: AWS API Documentation

Request Syntax

client.describe_app(
    DomainId='string',
    UserProfileName='string',
    SpaceName='string',
    AppType='JupyterServer'|'KernelGateway'|'DetailedProfiler'|'TensorBoard'|'CodeEditor'|'JupyterLab'|'RStudioServerPro'|'RSessionGateway'|'Canvas',
    AppName='string'
)
type DomainId

string

param DomainId

[REQUIRED]

The domain ID.

type UserProfileName

string

param UserProfileName

The user profile name. If this value is not set, then SpaceName must be set.

type SpaceName

string

param SpaceName

The name of the space.

type AppType

string

param AppType

[REQUIRED]

The type of app.

type AppName

string

param AppName

[REQUIRED]

The name of the app.

rtype

dict

returns

Response Syntax

{
    'AppArn': 'string',
    'AppType': 'JupyterServer'|'KernelGateway'|'DetailedProfiler'|'TensorBoard'|'CodeEditor'|'JupyterLab'|'RStudioServerPro'|'RSessionGateway'|'Canvas',
    'AppName': 'string',
    'DomainId': 'string',
    'UserProfileName': 'string',
    'SpaceName': 'string',
    'Status': 'Deleted'|'Deleting'|'Failed'|'InService'|'Pending',
    'LastHealthCheckTimestamp': datetime(2015, 1, 1),
    'LastUserActivityTimestamp': datetime(2015, 1, 1),
    'CreationTime': datetime(2015, 1, 1),
    'FailureReason': 'string',
    'ResourceSpec': {
        '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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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'
    }
}

Response Structure

  • (dict) --

    • AppArn (string) --

      The Amazon Resource Name (ARN) of the app.

    • AppType (string) --

      The type of app.

    • AppName (string) --

      The name of the app.

    • DomainId (string) --

      The domain ID.

    • UserProfileName (string) --

      The user profile name.

    • SpaceName (string) --

      The name of the space. If this value is not set, then UserProfileName must be set.

    • Status (string) --

      The status.

    • LastHealthCheckTimestamp (datetime) --

      The timestamp of the last health check.

    • LastUserActivityTimestamp (datetime) --

      The timestamp of the last user's activity. LastUserActivityTimestamp is also updated when SageMaker performs health checks without user activity. As a result, this value is set to the same value as LastHealthCheckTimestamp .

    • CreationTime (datetime) --

      The creation time of the application.

      Note

      After an application has been shut down for 24 hours, SageMaker deletes all metadata for the application. To be considered an update and retain application metadata, applications must be restarted within 24 hours after the previous application has been shut down. After this time window, creation of an application is considered a new application rather than an update of the previous application.

    • FailureReason (string) --

      The failure reason.

    • ResourceSpec (dict) --

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

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • LifecycleConfigArn (string) --

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

DescribeDomain (updated) Link ¶
Changes (response)
{'DefaultSpaceSettings': {'JupyterLabAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                             'ml.g6.16xlarge',
                                                                                             'ml.g6.24xlarge',
                                                                                             'ml.g6.2xlarge',
                                                                                             'ml.g6.48xlarge',
                                                                                             'ml.g6.4xlarge',
                                                                                             'ml.g6.8xlarge',
                                                                                             'ml.g6.xlarge'}}},
                          'JupyterServerAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                                'ml.g6.16xlarge',
                                                                                                'ml.g6.24xlarge',
                                                                                                'ml.g6.2xlarge',
                                                                                                'ml.g6.48xlarge',
                                                                                                'ml.g6.4xlarge',
                                                                                                'ml.g6.8xlarge',
                                                                                                'ml.g6.xlarge'}}},
                          'KernelGatewayAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                                'ml.g6.16xlarge',
                                                                                                'ml.g6.24xlarge',
                                                                                                'ml.g6.2xlarge',
                                                                                                'ml.g6.48xlarge',
                                                                                                'ml.g6.4xlarge',
                                                                                                'ml.g6.8xlarge',
                                                                                                'ml.g6.xlarge'}}}},
 'DefaultUserSettings': {'CodeEditorAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                            'ml.g6.16xlarge',
                                                                                            'ml.g6.24xlarge',
                                                                                            'ml.g6.2xlarge',
                                                                                            'ml.g6.48xlarge',
                                                                                            'ml.g6.4xlarge',
                                                                                            'ml.g6.8xlarge',
                                                                                            'ml.g6.xlarge'}}},
                         'JupyterLabAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                            'ml.g6.16xlarge',
                                                                                            'ml.g6.24xlarge',
                                                                                            'ml.g6.2xlarge',
                                                                                            'ml.g6.48xlarge',
                                                                                            'ml.g6.4xlarge',
                                                                                            'ml.g6.8xlarge',
                                                                                            'ml.g6.xlarge'}}},
                         'JupyterServerAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                               'ml.g6.16xlarge',
                                                                                               'ml.g6.24xlarge',
                                                                                               'ml.g6.2xlarge',
                                                                                               'ml.g6.48xlarge',
                                                                                               'ml.g6.4xlarge',
                                                                                               'ml.g6.8xlarge',
                                                                                               'ml.g6.xlarge'}}},
                         'KernelGatewayAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                               'ml.g6.16xlarge',
                                                                                               'ml.g6.24xlarge',
                                                                                               'ml.g6.2xlarge',
                                                                                               'ml.g6.48xlarge',
                                                                                               'ml.g6.4xlarge',
                                                                                               'ml.g6.8xlarge',
                                                                                               'ml.g6.xlarge'}}},
                         'RSessionAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                          'ml.g6.16xlarge',
                                                                                          'ml.g6.24xlarge',
                                                                                          'ml.g6.2xlarge',
                                                                                          'ml.g6.48xlarge',
                                                                                          'ml.g6.4xlarge',
                                                                                          'ml.g6.8xlarge',
                                                                                          'ml.g6.xlarge'}}},
                         'TensorBoardAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                             'ml.g6.16xlarge',
                                                                                             'ml.g6.24xlarge',
                                                                                             'ml.g6.2xlarge',
                                                                                             'ml.g6.48xlarge',
                                                                                             'ml.g6.4xlarge',
                                                                                             'ml.g6.8xlarge',
                                                                                             'ml.g6.xlarge'}}}},
 'DomainSettings': {'RStudioServerProDomainSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                                'ml.g6.16xlarge',
                                                                                                'ml.g6.24xlarge',
                                                                                                'ml.g6.2xlarge',
                                                                                                'ml.g6.48xlarge',
                                                                                                'ml.g6.4xlarge',
                                                                                                'ml.g6.8xlarge',
                                                                                                'ml.g6.xlarge'}}}}}

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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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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                '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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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'
                },
            ]
        },
        'SpaceStorageSettings': {
            'DefaultEbsStorageSettings': {
                'DefaultEbsVolumeSizeInGb': 123,
                'MaximumEbsVolumeSizeInGb': 123
            }
        },
        'CustomPosixUserConfig': {
            'Uid': 123,
            'Gid': 123
        },
        'CustomFileSystemConfigs': [
            {
                'EFSFileSystemConfig': {
                    'FileSystemId': 'string',
                    'FileSystemPath': '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 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.

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

        • (string) --

      • SharingSettings (dict) --

        Specifies options for sharing Amazon SageMaker 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 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 image that the image version belongs to.

          • SageMakerImageVersionArn (string) --

            The ARN of the image version created on the instance.

          • 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.

            Note

            JupyterServer apps only support the system value.

            For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

          • 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.

          Note

          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 JupyterServer application.

          • (dict) --

            A Git repository that SageMaker 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 image used by the KernelGateway app.

          Note

          The Amazon SageMaker Studio UI does not use the default instance type value set here. The default instance type set here is used when Apps are created using the CLI or CloudFormation and the instance type parameter value is not passed.

          • SageMakerImageArn (string) --

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

          • SageMakerImageVersionArn (string) --

            The ARN of the image version created on the instance.

          • 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.

            Note

            JupyterServer apps only support the system value.

            For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

          • 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 KernelGateway app.

          • (dict) --

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

          Note

          To remove a Lifecycle Config, you must set LifecycleConfigArns to an empty list.

          • (string) --

      • TensorBoardAppSettings (dict) --

        The TensorBoard app settings.

        • DefaultResourceSpec (dict) --

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

          • SageMakerImageArn (string) --

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

          • SageMakerImageVersionArn (string) --

            The ARN of the image version created on the instance.

          • 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.

            Note

            JupyterServer apps only support the system value.

            For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

          • 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 image and SageMaker image version, and the instance type that the version runs on.

          • SageMakerImageArn (string) --

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

          • SageMakerImageVersionArn (string) --

            The ARN of the image version created on the instance.

          • 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.

            Note

            JupyterServer apps only support the system value.

            For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

          • 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 RSession app.

          • (dict) --

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

        • 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.

      • CodeEditorAppSettings (dict) --

        The Code Editor application settings.

        • DefaultResourceSpec (dict) --

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

          • SageMakerImageArn (string) --

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

          • SageMakerImageVersionArn (string) --

            The ARN of the image version created on the instance.

          • 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.

            Note

            JupyterServer apps only support the system value.

            For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

          • 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 image. For more information, see Bring your own SageMaker 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) --

      • JupyterLabAppSettings (dict) --

        The settings for the JupyterLab application.

        • DefaultResourceSpec (dict) --

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

          • SageMakerImageArn (string) --

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

          • SageMakerImageVersionArn (string) --

            The ARN of the image version created on the instance.

          • 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.

            Note

            JupyterServer apps only support the system value.

            For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

          • 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 image. For more information, see Bring your own SageMaker 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 automatically displays to users for cloning in the JupyterServer application.

            • RepositoryUrl (string) --

              The URL of the Git repository.

      • SpaceStorageSettings (dict) --

        The 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.

      • 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.

        • 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 Studio.

        • (dict) --

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

          Note

          This is a Tagged Union structure. Only one of the following top level keys will be set: EFSFileSystemConfig. If a client receives an unknown member it will set SDK_UNKNOWN_MEMBER as the top level key, which maps to the name or tag of the unknown member. The structure of SDK_UNKNOWN_MEMBER is as follows:

          'SDK_UNKNOWN_MEMBER': {'name': 'UnknownMemberName'}
          • 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 Studio. Permitted users can access only this directory and below.

    • 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 image and SageMaker image version, and the instance type that the version runs on.

          • SageMakerImageArn (string) --

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

          • SageMakerImageVersionArn (string) --

            The ARN of the image version created on the instance.

          • 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.

            Note

            JupyterServer apps only support the system value.

            For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

          • LifecycleConfigArn (string) --

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

      • ExecutionRoleIdentityConfig (string) --

        The configuration for attaching a SageMaker 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) --

    • 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, 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.

    • DefaultSpaceSettings (dict) --

      The default settings used to create a space.

      • 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 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 image that the image version belongs to.

          • SageMakerImageVersionArn (string) --

            The ARN of the image version created on the instance.

          • 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.

            Note

            JupyterServer apps only support the system value.

            For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

          • 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.

          Note

          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 JupyterServer application.

          • (dict) --

            A Git repository that SageMaker 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 image used by the KernelGateway app.

          Note

          The Amazon SageMaker Studio UI does not use the default instance type value set here. The default instance type set here is used when Apps are created using the CLI or CloudFormation and the instance type parameter value is not passed.

          • SageMakerImageArn (string) --

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

          • SageMakerImageVersionArn (string) --

            The ARN of the image version created on the instance.

          • 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.

            Note

            JupyterServer apps only support the system value.

            For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

          • 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 KernelGateway app.

          • (dict) --

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

          Note

          To remove a Lifecycle Config, you must set LifecycleConfigArns to an empty list.

          • (string) --

      • JupyterLabAppSettings (dict) --

        The settings for the JupyterLab application.

        • DefaultResourceSpec (dict) --

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

          • SageMakerImageArn (string) --

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

          • SageMakerImageVersionArn (string) --

            The ARN of the image version created on the instance.

          • 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.

            Note

            JupyterServer apps only support the system value.

            For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

          • 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 image. For more information, see Bring your own SageMaker 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 automatically displays to users for cloning in the JupyterServer application.

            • RepositoryUrl (string) --

              The URL of the Git repository.

      • 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 Studio.

        • (dict) --

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

          Note

          This is a Tagged Union structure. Only one of the following top level keys will be set: EFSFileSystemConfig. If a client receives an unknown member it will set SDK_UNKNOWN_MEMBER as the top level key, which maps to the name or tag of the unknown member. The structure of SDK_UNKNOWN_MEMBER is as follows:

          'SDK_UNKNOWN_MEMBER': {'name': 'UnknownMemberName'}
          • 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 Studio. Permitted users can access only this directory and below.

DescribeInferenceExperiment (updated) Link ¶
Changes (response)
{'ModelVariants': {'InfrastructureConfig': {'RealTimeInferenceConfig': {'InstanceType': {'ml.g6.12xlarge',
                                                                                         'ml.g6.16xlarge',
                                                                                         'ml.g6.24xlarge',
                                                                                         'ml.g6.2xlarge',
                                                                                         'ml.g6.48xlarge',
                                                                                         'ml.g6.4xlarge',
                                                                                         'ml.g6.8xlarge',
                                                                                         'ml.g6.xlarge'}}}}}

Returns details about an inference experiment.

See also: AWS API Documentation

Request Syntax

client.describe_inference_experiment(
    Name='string'
)
type Name

string

param Name

[REQUIRED]

The name of the inference experiment to describe.

rtype

dict

returns

Response Syntax

{
    'Arn': 'string',
    'Name': 'string',
    'Type': 'ShadowMode',
    'Schedule': {
        'StartTime': datetime(2015, 1, 1),
        'EndTime': datetime(2015, 1, 1)
    },
    'Status': 'Creating'|'Created'|'Updating'|'Running'|'Starting'|'Stopping'|'Completed'|'Cancelled',
    'StatusReason': 'string',
    'Description': 'string',
    'CreationTime': datetime(2015, 1, 1),
    'CompletionTime': datetime(2015, 1, 1),
    'LastModifiedTime': datetime(2015, 1, 1),
    'RoleArn': 'string',
    'EndpointMetadata': {
        'EndpointName': 'string',
        'EndpointConfigName': 'string',
        'EndpointStatus': 'OutOfService'|'Creating'|'Updating'|'SystemUpdating'|'RollingBack'|'InService'|'Deleting'|'Failed'|'UpdateRollbackFailed',
        'FailureReason': 'string'
    },
    'ModelVariants': [
        {
            'ModelName': 'string',
            'VariantName': 'string',
            'InfrastructureConfig': {
                'InfrastructureType': 'RealTimeInference',
                'RealTimeInferenceConfig': {
                    'InstanceType': 'ml.t2.medium'|'ml.t2.large'|'ml.t2.xlarge'|'ml.t2.2xlarge'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m4.xlarge'|'ml.m4.2xlarge'|'ml.m4.4xlarge'|'ml.m4.10xlarge'|'ml.m4.16xlarge'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.12xlarge'|'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.c4.xlarge'|'ml.c4.2xlarge'|'ml.c4.4xlarge'|'ml.c4.8xlarge'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.18xlarge'|'ml.c5d.xlarge'|'ml.c5d.2xlarge'|'ml.c5d.4xlarge'|'ml.c5d.9xlarge'|'ml.c5d.18xlarge'|'ml.p2.xlarge'|'ml.p2.8xlarge'|'ml.p2.16xlarge'|'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.inf1.xlarge'|'ml.inf1.2xlarge'|'ml.inf1.6xlarge'|'ml.inf1.24xlarge'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.p5.48xlarge'|'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'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge',
                    'InstanceCount': 123
                }
            },
            'Status': 'Creating'|'Updating'|'InService'|'Deleting'|'Deleted'
        },
    ],
    'DataStorageConfig': {
        'Destination': 'string',
        'KmsKey': 'string',
        'ContentType': {
            'CsvContentTypes': [
                'string',
            ],
            'JsonContentTypes': [
                'string',
            ]
        }
    },
    'ShadowModeConfig': {
        'SourceModelVariantName': 'string',
        'ShadowModelVariants': [
            {
                'ShadowModelVariantName': 'string',
                'SamplingPercentage': 123
            },
        ]
    },
    'KmsKey': 'string'
}

Response Structure

  • (dict) --

    • Arn (string) --

      The ARN of the inference experiment being described.

    • Name (string) --

      The name of the inference experiment.

    • Type (string) --

      The type of the inference experiment.

    • Schedule (dict) --

      The duration for which the inference experiment ran or will run.

      • StartTime (datetime) --

        The timestamp at which the inference experiment started or will start.

      • EndTime (datetime) --

        The timestamp at which the inference experiment ended or will end.

    • Status (string) --

      The status of the inference experiment. The following are the possible statuses for an inference experiment:

      • Creating - Amazon SageMaker is creating your experiment.

      • Created - Amazon SageMaker has finished the creation of your experiment and will begin the experiment at the scheduled time.

      • Updating - When you make changes to your experiment, your experiment shows as updating.

      • Starting - Amazon SageMaker is beginning your experiment.

      • Running - Your experiment is in progress.

      • Stopping - Amazon SageMaker is stopping your experiment.

      • Completed - Your experiment has completed.

      • Cancelled - When you conclude your experiment early using the StopInferenceExperiment API, or if any operation fails with an unexpected error, it shows as cancelled.

    • StatusReason (string) --

      The error message or client-specified Reason from the StopInferenceExperiment API, that explains the status of the inference experiment.

    • Description (string) --

      The description of the inference experiment.

    • CreationTime (datetime) --

      The timestamp at which you created the inference experiment.

    • CompletionTime (datetime) --

      The timestamp at which the inference experiment was completed.

    • LastModifiedTime (datetime) --

      The timestamp at which you last modified the inference experiment.

    • RoleArn (string) --

      The ARN of the IAM role that Amazon SageMaker can assume to access model artifacts and container images, and manage Amazon SageMaker Inference endpoints for model deployment.

    • EndpointMetadata (dict) --

      The metadata of the endpoint on which the inference experiment ran.

      • EndpointName (string) --

        The name of the endpoint.

      • EndpointConfigName (string) --

        The name of the endpoint configuration.

      • EndpointStatus (string) --

        The status of the endpoint. For possible values of the status of an endpoint, see EndpointSummary.

      • FailureReason (string) --

        If the status of the endpoint is Failed , or the status is InService but update operation fails, this provides the reason why it failed.

    • ModelVariants (list) --

      An array of ModelVariantConfigSummary objects. There is one for each variant in the inference experiment. Each ModelVariantConfigSummary object in the array describes the infrastructure configuration for deploying the corresponding variant.

      • (dict) --

        Summary of the deployment configuration of a model.

        • ModelName (string) --

          The name of the Amazon SageMaker Model entity.

        • VariantName (string) --

          The name of the variant.

        • InfrastructureConfig (dict) --

          The configuration of the infrastructure that the model has been deployed to.

          • InfrastructureType (string) --

            The inference option to which to deploy your model. Possible values are the following:

            • RealTime : Deploy to real-time inference.

          • RealTimeInferenceConfig (dict) --

            The infrastructure configuration for deploying the model to real-time inference.

            • InstanceType (string) --

              The instance type the model is deployed to.

            • InstanceCount (integer) --

              The number of instances of the type specified by InstanceType .

        • Status (string) --

          The status of deployment for the model variant on the hosted inference endpoint.

          • Creating - Amazon SageMaker is preparing the model variant on the hosted inference endpoint.

          • InService - The model variant is running on the hosted inference endpoint.

          • Updating - Amazon SageMaker is updating the model variant on the hosted inference endpoint.

          • Deleting - Amazon SageMaker is deleting the model variant on the hosted inference endpoint.

          • Deleted - The model variant has been deleted on the hosted inference endpoint. This can only happen after stopping the experiment.

    • DataStorageConfig (dict) --

      The Amazon S3 location and configuration for storing inference request and response data.

      • Destination (string) --

        The Amazon S3 bucket where the inference request and response data is stored.

      • KmsKey (string) --

        The Amazon Web Services Key Management Service key that Amazon SageMaker uses to encrypt captured data at rest using Amazon S3 server-side encryption.

      • ContentType (dict) --

        Configuration specifying how to treat different headers. If no headers are specified Amazon SageMaker will by default base64 encode when capturing the data.

        • CsvContentTypes (list) --

          The list of all content type headers that Amazon SageMaker will treat as CSV and capture accordingly.

          • (string) --

        • JsonContentTypes (list) --

          The list of all content type headers that SageMaker will treat as JSON and capture accordingly.

          • (string) --

    • ShadowModeConfig (dict) --

      The configuration of ShadowMode inference experiment type, which shows the production variant that takes all the inference requests, and the shadow variant to which Amazon SageMaker replicates a percentage of the inference requests. For the shadow variant it also shows the percentage of requests that Amazon SageMaker replicates.

      • SourceModelVariantName (string) --

        The name of the production variant, which takes all the inference requests.

      • ShadowModelVariants (list) --

        List of shadow variant configurations.

        • (dict) --

          The name and sampling percentage of a shadow variant.

          • ShadowModelVariantName (string) --

            The name of the shadow variant.

          • SamplingPercentage (integer) --

            The percentage of inference requests that Amazon SageMaker replicates from the production variant to the shadow variant.

    • KmsKey (string) --

      The Amazon Web Services Key Management Service (Amazon Web Services KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance that hosts the endpoint. For more information, see CreateInferenceExperiment.

DescribeNotebookInstance (updated) Link ¶
Changes (response)
{'InstanceType': {'ml.g6.12xlarge',
                  'ml.g6.16xlarge',
                  'ml.g6.24xlarge',
                  'ml.g6.2xlarge',
                  'ml.g6.48xlarge',
                  'ml.g6.4xlarge',
                  'ml.g6.8xlarge',
                  'ml.g6.xlarge'}}

Returns information about a notebook instance.

See also: AWS API Documentation

Request Syntax

client.describe_notebook_instance(
    NotebookInstanceName='string'
)
type NotebookInstanceName

string

param NotebookInstanceName

[REQUIRED]

The name of the notebook instance that you want information about.

rtype

dict

returns

Response Syntax

{
    'NotebookInstanceArn': 'string',
    'NotebookInstanceName': 'string',
    'NotebookInstanceStatus': 'Pending'|'InService'|'Stopping'|'Stopped'|'Failed'|'Deleting'|'Updating',
    'FailureReason': 'string',
    'Url': 'string',
    'InstanceType': 'ml.t2.medium'|'ml.t2.large'|'ml.t2.xlarge'|'ml.t2.2xlarge'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m4.xlarge'|'ml.m4.2xlarge'|'ml.m4.4xlarge'|'ml.m4.10xlarge'|'ml.m4.16xlarge'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.12xlarge'|'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.c4.xlarge'|'ml.c4.2xlarge'|'ml.c4.4xlarge'|'ml.c4.8xlarge'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.18xlarge'|'ml.c5d.xlarge'|'ml.c5d.2xlarge'|'ml.c5d.4xlarge'|'ml.c5d.9xlarge'|'ml.c5d.18xlarge'|'ml.p2.xlarge'|'ml.p2.8xlarge'|'ml.p2.16xlarge'|'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.inf1.xlarge'|'ml.inf1.2xlarge'|'ml.inf1.6xlarge'|'ml.inf1.24xlarge'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.p5.48xlarge'|'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'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge',
    'SubnetId': 'string',
    'SecurityGroups': [
        'string',
    ],
    'RoleArn': 'string',
    'KmsKeyId': 'string',
    'NetworkInterfaceId': 'string',
    'LastModifiedTime': datetime(2015, 1, 1),
    'CreationTime': datetime(2015, 1, 1),
    'NotebookInstanceLifecycleConfigName': 'string',
    'DirectInternetAccess': 'Enabled'|'Disabled',
    'VolumeSizeInGB': 123,
    'AcceleratorTypes': [
        'ml.eia1.medium'|'ml.eia1.large'|'ml.eia1.xlarge'|'ml.eia2.medium'|'ml.eia2.large'|'ml.eia2.xlarge',
    ],
    'DefaultCodeRepository': 'string',
    'AdditionalCodeRepositories': [
        'string',
    ],
    'RootAccess': 'Enabled'|'Disabled',
    'PlatformIdentifier': 'string',
    'InstanceMetadataServiceConfiguration': {
        'MinimumInstanceMetadataServiceVersion': 'string'
    }
}

Response Structure

  • (dict) --

    • NotebookInstanceArn (string) --

      The Amazon Resource Name (ARN) of the notebook instance.

    • NotebookInstanceName (string) --

      The name of the SageMaker notebook instance.

    • NotebookInstanceStatus (string) --

      The status of the notebook instance.

    • FailureReason (string) --

      If status is Failed , the reason it failed.

    • Url (string) --

      The URL that you use to connect to the Jupyter notebook that is running in your notebook instance.

    • InstanceType (string) --

      The type of ML compute instance running on the notebook instance.

    • SubnetId (string) --

      The ID of the VPC subnet.

    • SecurityGroups (list) --

      The IDs of the VPC security groups.

      • (string) --

    • RoleArn (string) --

      The Amazon Resource Name (ARN) of the IAM role associated with the instance.

    • KmsKeyId (string) --

      The Amazon Web Services KMS key ID SageMaker uses to encrypt data when storing it on the ML storage volume attached to the instance.

    • NetworkInterfaceId (string) --

      The network interface IDs that SageMaker created at the time of creating the instance.

    • LastModifiedTime (datetime) --

      A timestamp. Use this parameter to retrieve the time when the notebook instance was last modified.

    • CreationTime (datetime) --

      A timestamp. Use this parameter to return the time when the notebook instance was created

    • NotebookInstanceLifecycleConfigName (string) --

      Returns the name of a notebook instance lifecycle configuration.

      For information about notebook instance lifestyle configurations, see Step 2.1: (Optional) Customize a Notebook Instance

    • DirectInternetAccess (string) --

      Describes whether SageMaker provides internet access to the notebook instance. If this value is set to Disabled , the notebook instance does not have internet access, and cannot connect to SageMaker training and endpoint services.

      For more information, see Notebook Instances Are Internet-Enabled by Default.

    • VolumeSizeInGB (integer) --

      The size, in GB, of the ML storage volume attached to the notebook instance.

    • AcceleratorTypes (list) --

      A list of the Elastic Inference (EI) instance types associated with this notebook instance. Currently only one EI instance type can be associated with a notebook instance. For more information, see Using Elastic Inference in Amazon SageMaker.

      • (string) --

    • DefaultCodeRepository (string) --

      The Git repository associated with the notebook instance as its default code repository. This can be either the name of a Git repository stored as a resource in your account, or the URL of a Git repository in Amazon Web Services CodeCommit or in any other Git repository. When you open a notebook instance, it opens in the directory that contains this repository. For more information, see Associating Git Repositories with SageMaker Notebook Instances.

    • AdditionalCodeRepositories (list) --

      An array of up to three Git repositories associated with the notebook instance. These can be either the names of Git repositories stored as resources in your account, or the URL of Git repositories in Amazon Web Services CodeCommit or in any other Git repository. These repositories are cloned at the same level as the default repository of your notebook instance. For more information, see Associating Git Repositories with SageMaker Notebook Instances.

      • (string) --

    • RootAccess (string) --

      Whether root access is enabled or disabled for users of the notebook instance.

      Note

      Lifecycle configurations need root access to be able to set up a notebook instance. Because of this, lifecycle configurations associated with a notebook instance always run with root access even if you disable root access for users.

    • PlatformIdentifier (string) --

      The platform identifier of the notebook instance runtime environment.

    • InstanceMetadataServiceConfiguration (dict) --

      Information on the IMDS configuration of the notebook instance

      • MinimumInstanceMetadataServiceVersion (string) --

        Indicates the minimum IMDS version that the notebook instance supports. When passed as part of CreateNotebookInstance , if no value is selected, then it defaults to IMDSv1. This means that both IMDSv1 and IMDSv2 are supported. If passed as part of UpdateNotebookInstance , there is no default.

DescribeSpace (updated) Link ¶
Changes (response)
{'SpaceSettings': {'CodeEditorAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                      'ml.g6.16xlarge',
                                                                                      'ml.g6.24xlarge',
                                                                                      'ml.g6.2xlarge',
                                                                                      'ml.g6.48xlarge',
                                                                                      'ml.g6.4xlarge',
                                                                                      'ml.g6.8xlarge',
                                                                                      'ml.g6.xlarge'}}},
                   'JupyterLabAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                      'ml.g6.16xlarge',
                                                                                      'ml.g6.24xlarge',
                                                                                      'ml.g6.2xlarge',
                                                                                      'ml.g6.48xlarge',
                                                                                      'ml.g6.4xlarge',
                                                                                      'ml.g6.8xlarge',
                                                                                      'ml.g6.xlarge'}}},
                   'JupyterServerAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                         'ml.g6.16xlarge',
                                                                                         'ml.g6.24xlarge',
                                                                                         'ml.g6.2xlarge',
                                                                                         'ml.g6.48xlarge',
                                                                                         'ml.g6.4xlarge',
                                                                                         'ml.g6.8xlarge',
                                                                                         'ml.g6.xlarge'}}},
                   'KernelGatewayAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                         'ml.g6.16xlarge',
                                                                                         'ml.g6.24xlarge',
                                                                                         'ml.g6.2xlarge',
                                                                                         'ml.g6.48xlarge',
                                                                                         'ml.g6.4xlarge',
                                                                                         'ml.g6.8xlarge',
                                                                                         'ml.g6.xlarge'}}}}}

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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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'
            }
        },
        '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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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'
                },
            ]
        },
        'AppType': 'JupyterServer'|'KernelGateway'|'DetailedProfiler'|'TensorBoard'|'CodeEditor'|'JupyterLab'|'RStudioServerPro'|'RSessionGateway'|'Canvas',
        'SpaceStorageSettings': {
            'EbsStorageSettings': {
                'EbsVolumeSizeInGb': 123
            }
        },
        'CustomFileSystems': [
            {
                'EFSFileSystem': {
                    'FileSystemId': 'string'
                }
            },
        ]
    },
    '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 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 image that the image version belongs to.

          • SageMakerImageVersionArn (string) --

            The ARN of the image version created on the instance.

          • 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.

            Note

            JupyterServer apps only support the system value.

            For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

          • 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.

          Note

          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 JupyterServer application.

          • (dict) --

            A Git repository that SageMaker 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 image used by the KernelGateway app.

          Note

          The Amazon SageMaker Studio UI does not use the default instance type value set here. The default instance type set here is used when Apps are created using the CLI or CloudFormation and the instance type parameter value is not passed.

          • SageMakerImageArn (string) --

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

          • SageMakerImageVersionArn (string) --

            The ARN of the image version created on the instance.

          • 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.

            Note

            JupyterServer apps only support the system value.

            For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

          • 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 KernelGateway app.

          • (dict) --

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

          Note

          To remove a Lifecycle Config, you must set LifecycleConfigArns to an empty list.

          • (string) --

      • CodeEditorAppSettings (dict) --

        The Code Editor application settings.

        • DefaultResourceSpec (dict) --

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

          • SageMakerImageArn (string) --

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

          • SageMakerImageVersionArn (string) --

            The ARN of the image version created on the instance.

          • 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.

            Note

            JupyterServer apps only support the system value.

            For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

          • LifecycleConfigArn (string) --

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

      • JupyterLabAppSettings (dict) --

        The settings for the JupyterLab application.

        • DefaultResourceSpec (dict) --

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

          • SageMakerImageArn (string) --

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

          • SageMakerImageVersionArn (string) --

            The ARN of the image version created on the instance.

          • 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.

            Note

            JupyterServer apps only support the system value.

            For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

          • 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 automatically displays to users for cloning in the JupyterServer application.

            • RepositoryUrl (string) --

              The URL of the Git repository.

      • AppType (string) --

        The type of app created within the space.

      • 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.

      • CustomFileSystems (list) --

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

        • (dict) --

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

          Note

          This is a Tagged Union structure. Only one of the following top level keys will be set: EFSFileSystem. If a client receives an unknown member it will set SDK_UNKNOWN_MEMBER as the top level key, which maps to the name or tag of the unknown member. The structure of SDK_UNKNOWN_MEMBER is as follows:

          'SDK_UNKNOWN_MEMBER': {'name': 'UnknownMemberName'}
          • EFSFileSystem (dict) --

            A custom file system in Amazon EFS.

            • FileSystemId (string) --

              The ID of your Amazon EFS file system.

    • 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

DescribeUserProfile (updated) Link ¶
Changes (response)
{'UserSettings': {'CodeEditorAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                     'ml.g6.16xlarge',
                                                                                     'ml.g6.24xlarge',
                                                                                     'ml.g6.2xlarge',
                                                                                     'ml.g6.48xlarge',
                                                                                     'ml.g6.4xlarge',
                                                                                     'ml.g6.8xlarge',
                                                                                     'ml.g6.xlarge'}}},
                  'JupyterLabAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                     'ml.g6.16xlarge',
                                                                                     'ml.g6.24xlarge',
                                                                                     'ml.g6.2xlarge',
                                                                                     'ml.g6.48xlarge',
                                                                                     'ml.g6.4xlarge',
                                                                                     'ml.g6.8xlarge',
                                                                                     'ml.g6.xlarge'}}},
                  'JupyterServerAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                        'ml.g6.16xlarge',
                                                                                        'ml.g6.24xlarge',
                                                                                        'ml.g6.2xlarge',
                                                                                        'ml.g6.48xlarge',
                                                                                        'ml.g6.4xlarge',
                                                                                        'ml.g6.8xlarge',
                                                                                        'ml.g6.xlarge'}}},
                  'KernelGatewayAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                        'ml.g6.16xlarge',
                                                                                        'ml.g6.24xlarge',
                                                                                        'ml.g6.2xlarge',
                                                                                        'ml.g6.48xlarge',
                                                                                        'ml.g6.4xlarge',
                                                                                        'ml.g6.8xlarge',
                                                                                        'ml.g6.xlarge'}}},
                  'RSessionAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                   'ml.g6.16xlarge',
                                                                                   'ml.g6.24xlarge',
                                                                                   'ml.g6.2xlarge',
                                                                                   'ml.g6.48xlarge',
                                                                                   'ml.g6.4xlarge',
                                                                                   'ml.g6.8xlarge',
                                                                                   'ml.g6.xlarge'}}},
                  'TensorBoardAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                      'ml.g6.16xlarge',
                                                                                      'ml.g6.24xlarge',
                                                                                      'ml.g6.2xlarge',
                                                                                      'ml.g6.48xlarge',
                                                                                      'ml.g6.4xlarge',
                                                                                      'ml.g6.8xlarge',
                                                                                      'ml.g6.xlarge'}}}}}

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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                '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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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'
                },
            ]
        },
        'SpaceStorageSettings': {
            'DefaultEbsStorageSettings': {
                'DefaultEbsVolumeSizeInGb': 123,
                'MaximumEbsVolumeSizeInGb': 123
            }
        },
        'DefaultLandingUri': 'string',
        'StudioWebPortal': 'ENABLED'|'DISABLED',
        'CustomPosixUserConfig': {
            'Uid': 123,
            'Gid': 123
        },
        'CustomFileSystemConfigs': [
            {
                'EFSFileSystemConfig': {
                    'FileSystemId': 'string',
                    'FileSystemPath': 'string'
                }
            },
        ]
    }
}

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.

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

        • (string) --

      • SharingSettings (dict) --

        Specifies options for sharing Amazon SageMaker 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 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 image that the image version belongs to.

          • SageMakerImageVersionArn (string) --

            The ARN of the image version created on the instance.

          • 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.

            Note

            JupyterServer apps only support the system value.

            For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

          • 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.

          Note

          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 JupyterServer application.

          • (dict) --

            A Git repository that SageMaker 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 image used by the KernelGateway app.

          Note

          The Amazon SageMaker Studio UI does not use the default instance type value set here. The default instance type set here is used when Apps are created using the CLI or CloudFormation and the instance type parameter value is not passed.

          • SageMakerImageArn (string) --

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

          • SageMakerImageVersionArn (string) --

            The ARN of the image version created on the instance.

          • 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.

            Note

            JupyterServer apps only support the system value.

            For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

          • 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 KernelGateway app.

          • (dict) --

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

          Note

          To remove a Lifecycle Config, you must set LifecycleConfigArns to an empty list.

          • (string) --

      • TensorBoardAppSettings (dict) --

        The TensorBoard app settings.

        • DefaultResourceSpec (dict) --

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

          • SageMakerImageArn (string) --

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

          • SageMakerImageVersionArn (string) --

            The ARN of the image version created on the instance.

          • 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.

            Note

            JupyterServer apps only support the system value.

            For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

          • 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 image and SageMaker image version, and the instance type that the version runs on.

          • SageMakerImageArn (string) --

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

          • SageMakerImageVersionArn (string) --

            The ARN of the image version created on the instance.

          • 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.

            Note

            JupyterServer apps only support the system value.

            For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

          • 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 RSession app.

          • (dict) --

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

        • 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.

      • CodeEditorAppSettings (dict) --

        The Code Editor application settings.

        • DefaultResourceSpec (dict) --

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

          • SageMakerImageArn (string) --

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

          • SageMakerImageVersionArn (string) --

            The ARN of the image version created on the instance.

          • 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.

            Note

            JupyterServer apps only support the system value.

            For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

          • 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 image. For more information, see Bring your own SageMaker 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) --

      • JupyterLabAppSettings (dict) --

        The settings for the JupyterLab application.

        • DefaultResourceSpec (dict) --

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

          • SageMakerImageArn (string) --

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

          • SageMakerImageVersionArn (string) --

            The ARN of the image version created on the instance.

          • 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.

            Note

            JupyterServer apps only support the system value.

            For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

          • 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 image. For more information, see Bring your own SageMaker 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 automatically displays to users for cloning in the JupyterServer application.

            • RepositoryUrl (string) --

              The URL of the Git repository.

      • SpaceStorageSettings (dict) --

        The 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.

      • 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.

        • 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 Studio.

        • (dict) --

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

          Note

          This is a Tagged Union structure. Only one of the following top level keys will be set: EFSFileSystemConfig. If a client receives an unknown member it will set SDK_UNKNOWN_MEMBER as the top level key, which maps to the name or tag of the unknown member. The structure of SDK_UNKNOWN_MEMBER is as follows:

          'SDK_UNKNOWN_MEMBER': {'name': 'UnknownMemberName'}
          • 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 Studio. Permitted users can access only this directory and below.

ListApps (updated) Link ¶
Changes (response)
{'Apps': {'ResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                            'ml.g6.16xlarge',
                                            'ml.g6.24xlarge',
                                            'ml.g6.2xlarge',
                                            'ml.g6.48xlarge',
                                            'ml.g6.4xlarge',
                                            'ml.g6.8xlarge',
                                            'ml.g6.xlarge'}}}}

Lists apps.

See also: AWS API Documentation

Request Syntax

client.list_apps(
    NextToken='string',
    MaxResults=123,
    SortOrder='Ascending'|'Descending',
    SortBy='CreationTime',
    DomainIdEquals='string',
    UserProfileNameEquals='string',
    SpaceNameEquals='string'
)
type NextToken

string

param NextToken

If the previous response was truncated, you will receive this token. Use it in your next request to receive the next set of results.

type MaxResults

integer

param MaxResults

The total number of items to return in the response. If the total number of items available is more than the value specified, a NextToken is provided in the response. To resume pagination, provide the NextToken value in the as part of a subsequent call. The default value is 10.

type SortOrder

string

param SortOrder

The sort order for the results. The default is Ascending.

type SortBy

string

param SortBy

The parameter by which to sort the results. The default is CreationTime.

type DomainIdEquals

string

param DomainIdEquals

A parameter to search for the domain ID.

type UserProfileNameEquals

string

param UserProfileNameEquals

A parameter to search by user profile name. If SpaceNameEquals is set, then this value cannot be set.

type SpaceNameEquals

string

param SpaceNameEquals

A parameter to search by space name. If UserProfileNameEquals is set, then this value cannot be set.

rtype

dict

returns

Response Syntax

{
    'Apps': [
        {
            'DomainId': 'string',
            'UserProfileName': 'string',
            'SpaceName': 'string',
            'AppType': 'JupyterServer'|'KernelGateway'|'DetailedProfiler'|'TensorBoard'|'CodeEditor'|'JupyterLab'|'RStudioServerPro'|'RSessionGateway'|'Canvas',
            'AppName': 'string',
            'Status': 'Deleted'|'Deleting'|'Failed'|'InService'|'Pending',
            'CreationTime': datetime(2015, 1, 1),
            'ResourceSpec': {
                '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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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'
            }
        },
    ],
    'NextToken': 'string'
}

Response Structure

  • (dict) --

    • Apps (list) --

      The list of apps.

      • (dict) --

        Details about an Amazon SageMaker app.

        • DomainId (string) --

          The domain ID.

        • UserProfileName (string) --

          The user profile name.

        • SpaceName (string) --

          The name of the space.

        • AppType (string) --

          The type of app.

        • AppName (string) --

          The name of the app.

        • Status (string) --

          The status.

        • CreationTime (datetime) --

          The creation time.

        • ResourceSpec (dict) --

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

          • SageMakerImageArn (string) --

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

          • SageMakerImageVersionArn (string) --

            The ARN of the image version created on the instance.

          • 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.

            Note

            JupyterServer apps only support the system value.

            For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

          • LifecycleConfigArn (string) --

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

    • NextToken (string) --

      If the previous response was truncated, you will receive this token. Use it in your next request to receive the next set of results.

ListNotebookInstances (updated) Link ¶
Changes (response)
{'NotebookInstances': {'InstanceType': {'ml.g6.12xlarge',
                                        'ml.g6.16xlarge',
                                        'ml.g6.24xlarge',
                                        'ml.g6.2xlarge',
                                        'ml.g6.48xlarge',
                                        'ml.g6.4xlarge',
                                        'ml.g6.8xlarge',
                                        'ml.g6.xlarge'}}}

Returns a list of the SageMaker notebook instances in the requester's account in an Amazon Web Services Region.

See also: AWS API Documentation

Request Syntax

client.list_notebook_instances(
    NextToken='string',
    MaxResults=123,
    SortBy='Name'|'CreationTime'|'Status',
    SortOrder='Ascending'|'Descending',
    NameContains='string',
    CreationTimeBefore=datetime(2015, 1, 1),
    CreationTimeAfter=datetime(2015, 1, 1),
    LastModifiedTimeBefore=datetime(2015, 1, 1),
    LastModifiedTimeAfter=datetime(2015, 1, 1),
    StatusEquals='Pending'|'InService'|'Stopping'|'Stopped'|'Failed'|'Deleting'|'Updating',
    NotebookInstanceLifecycleConfigNameContains='string',
    DefaultCodeRepositoryContains='string',
    AdditionalCodeRepositoryEquals='string'
)
type NextToken

string

param NextToken

If the previous call to the ListNotebookInstances is truncated, the response includes a NextToken . You can use this token in your subsequent ListNotebookInstances request to fetch the next set of notebook instances.

Note

You might specify a filter or a sort order in your request. When response is truncated, you must use the same values for the filer and sort order in the next request.

type MaxResults

integer

param MaxResults

The maximum number of notebook instances to return.

type SortBy

string

param SortBy

The field to sort results by. The default is Name .

type SortOrder

string

param SortOrder

The sort order for results.

type NameContains

string

param NameContains

A string in the notebook instances' name. This filter returns only notebook instances whose name contains the specified string.

type CreationTimeBefore

datetime

param CreationTimeBefore

A filter that returns only notebook instances that were created before the specified time (timestamp).

type CreationTimeAfter

datetime

param CreationTimeAfter

A filter that returns only notebook instances that were created after the specified time (timestamp).

type LastModifiedTimeBefore

datetime

param LastModifiedTimeBefore

A filter that returns only notebook instances that were modified before the specified time (timestamp).

type LastModifiedTimeAfter

datetime

param LastModifiedTimeAfter

A filter that returns only notebook instances that were modified after the specified time (timestamp).

type StatusEquals

string

param StatusEquals

A filter that returns only notebook instances with the specified status.

type NotebookInstanceLifecycleConfigNameContains

string

param NotebookInstanceLifecycleConfigNameContains

A string in the name of a notebook instances lifecycle configuration associated with this notebook instance. This filter returns only notebook instances associated with a lifecycle configuration with a name that contains the specified string.

type DefaultCodeRepositoryContains

string

param DefaultCodeRepositoryContains

A string in the name or URL of a Git repository associated with this notebook instance. This filter returns only notebook instances associated with a git repository with a name that contains the specified string.

type AdditionalCodeRepositoryEquals

string

param AdditionalCodeRepositoryEquals

A filter that returns only notebook instances with associated with the specified git repository.

rtype

dict

returns

Response Syntax

{
    'NextToken': 'string',
    'NotebookInstances': [
        {
            'NotebookInstanceName': 'string',
            'NotebookInstanceArn': 'string',
            'NotebookInstanceStatus': 'Pending'|'InService'|'Stopping'|'Stopped'|'Failed'|'Deleting'|'Updating',
            'Url': 'string',
            'InstanceType': 'ml.t2.medium'|'ml.t2.large'|'ml.t2.xlarge'|'ml.t2.2xlarge'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m4.xlarge'|'ml.m4.2xlarge'|'ml.m4.4xlarge'|'ml.m4.10xlarge'|'ml.m4.16xlarge'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.12xlarge'|'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.c4.xlarge'|'ml.c4.2xlarge'|'ml.c4.4xlarge'|'ml.c4.8xlarge'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.18xlarge'|'ml.c5d.xlarge'|'ml.c5d.2xlarge'|'ml.c5d.4xlarge'|'ml.c5d.9xlarge'|'ml.c5d.18xlarge'|'ml.p2.xlarge'|'ml.p2.8xlarge'|'ml.p2.16xlarge'|'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.inf1.xlarge'|'ml.inf1.2xlarge'|'ml.inf1.6xlarge'|'ml.inf1.24xlarge'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.p5.48xlarge'|'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'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge',
            'CreationTime': datetime(2015, 1, 1),
            'LastModifiedTime': datetime(2015, 1, 1),
            'NotebookInstanceLifecycleConfigName': 'string',
            'DefaultCodeRepository': 'string',
            'AdditionalCodeRepositories': [
                'string',
            ]
        },
    ]
}

Response Structure

  • (dict) --

    • NextToken (string) --

      If the response to the previous ListNotebookInstances request was truncated, SageMaker returns this token. To retrieve the next set of notebook instances, use the token in the next request.

    • NotebookInstances (list) --

      An array of NotebookInstanceSummary objects, one for each notebook instance.

      • (dict) --

        Provides summary information for an SageMaker notebook instance.

        • NotebookInstanceName (string) --

          The name of the notebook instance that you want a summary for.

        • NotebookInstanceArn (string) --

          The Amazon Resource Name (ARN) of the notebook instance.

        • NotebookInstanceStatus (string) --

          The status of the notebook instance.

        • Url (string) --

          The URL that you use to connect to the Jupyter notebook running in your notebook instance.

        • InstanceType (string) --

          The type of ML compute instance that the notebook instance is running on.

        • CreationTime (datetime) --

          A timestamp that shows when the notebook instance was created.

        • LastModifiedTime (datetime) --

          A timestamp that shows when the notebook instance was last modified.

        • NotebookInstanceLifecycleConfigName (string) --

          The name of a notebook instance lifecycle configuration associated with this notebook instance.

          For information about notebook instance lifestyle configurations, see Step 2.1: (Optional) Customize a Notebook Instance.

        • DefaultCodeRepository (string) --

          The Git repository associated with the notebook instance as its default code repository. This can be either the name of a Git repository stored as a resource in your account, or the URL of a Git repository in Amazon Web Services CodeCommit or in any other Git repository. When you open a notebook instance, it opens in the directory that contains this repository. For more information, see Associating Git Repositories with SageMaker Notebook Instances.

        • AdditionalCodeRepositories (list) --

          An array of up to three Git repositories associated with the notebook instance. These can be either the names of Git repositories stored as resources in your account, or the URL of Git repositories in Amazon Web Services CodeCommit or in any other Git repository. These repositories are cloned at the same level as the default repository of your notebook instance. For more information, see Associating Git Repositories with SageMaker Notebook Instances.

          • (string) --

StopInferenceExperiment (updated) Link ¶
Changes (request)
{'DesiredModelVariants': {'InfrastructureConfig': {'RealTimeInferenceConfig': {'InstanceType': {'ml.g6.12xlarge',
                                                                                                'ml.g6.16xlarge',
                                                                                                'ml.g6.24xlarge',
                                                                                                'ml.g6.2xlarge',
                                                                                                'ml.g6.48xlarge',
                                                                                                'ml.g6.4xlarge',
                                                                                                'ml.g6.8xlarge',
                                                                                                'ml.g6.xlarge'}}}}}

Stops an inference experiment.

See also: AWS API Documentation

Request Syntax

client.stop_inference_experiment(
    Name='string',
    ModelVariantActions={
        'string': 'Retain'|'Remove'|'Promote'
    },
    DesiredModelVariants=[
        {
            'ModelName': 'string',
            'VariantName': 'string',
            'InfrastructureConfig': {
                'InfrastructureType': 'RealTimeInference',
                'RealTimeInferenceConfig': {
                    'InstanceType': 'ml.t2.medium'|'ml.t2.large'|'ml.t2.xlarge'|'ml.t2.2xlarge'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m4.xlarge'|'ml.m4.2xlarge'|'ml.m4.4xlarge'|'ml.m4.10xlarge'|'ml.m4.16xlarge'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.12xlarge'|'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.c4.xlarge'|'ml.c4.2xlarge'|'ml.c4.4xlarge'|'ml.c4.8xlarge'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.18xlarge'|'ml.c5d.xlarge'|'ml.c5d.2xlarge'|'ml.c5d.4xlarge'|'ml.c5d.9xlarge'|'ml.c5d.18xlarge'|'ml.p2.xlarge'|'ml.p2.8xlarge'|'ml.p2.16xlarge'|'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.inf1.xlarge'|'ml.inf1.2xlarge'|'ml.inf1.6xlarge'|'ml.inf1.24xlarge'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.p5.48xlarge'|'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'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge',
                    'InstanceCount': 123
                }
            }
        },
    ],
    DesiredState='Completed'|'Cancelled',
    Reason='string'
)
type Name

string

param Name

[REQUIRED]

The name of the inference experiment to stop.

type ModelVariantActions

dict

param ModelVariantActions

[REQUIRED]

Array of key-value pairs, with names of variants mapped to actions. The possible actions are the following:

  • Promote - Promote the shadow variant to a production variant

  • Remove - Delete the variant

  • Retain - Keep the variant as it is

  • (string) --

    • (string) --

type DesiredModelVariants

list

param DesiredModelVariants

An array of ModelVariantConfig objects. There is one for each variant that you want to deploy after the inference experiment stops. Each ModelVariantConfig describes the infrastructure configuration for deploying the corresponding variant.

  • (dict) --

    Contains information about the deployment options of a model.

    • ModelName (string) -- [REQUIRED]

      The name of the Amazon SageMaker Model entity.

    • VariantName (string) -- [REQUIRED]

      The name of the variant.

    • InfrastructureConfig (dict) -- [REQUIRED]

      The configuration for the infrastructure that the model will be deployed to.

      • InfrastructureType (string) -- [REQUIRED]

        The inference option to which to deploy your model. Possible values are the following:

        • RealTime : Deploy to real-time inference.

      • RealTimeInferenceConfig (dict) -- [REQUIRED]

        The infrastructure configuration for deploying the model to real-time inference.

        • InstanceType (string) -- [REQUIRED]

          The instance type the model is deployed to.

        • InstanceCount (integer) -- [REQUIRED]

          The number of instances of the type specified by InstanceType .

type DesiredState

string

param DesiredState

The desired state of the experiment after stopping. The possible states are the following:

  • Completed : The experiment completed successfully

  • Cancelled : The experiment was canceled

type Reason

string

param Reason

The reason for stopping the experiment.

rtype

dict

returns

Response Syntax

{
    'InferenceExperimentArn': 'string'
}

Response Structure

  • (dict) --

    • InferenceExperimentArn (string) --

      The ARN of the stopped inference experiment.

UpdateDomain (updated) Link ¶
Changes (request)
{'DefaultSpaceSettings': {'JupyterLabAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                             'ml.g6.16xlarge',
                                                                                             'ml.g6.24xlarge',
                                                                                             'ml.g6.2xlarge',
                                                                                             'ml.g6.48xlarge',
                                                                                             'ml.g6.4xlarge',
                                                                                             'ml.g6.8xlarge',
                                                                                             'ml.g6.xlarge'}}},
                          'JupyterServerAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                                'ml.g6.16xlarge',
                                                                                                'ml.g6.24xlarge',
                                                                                                'ml.g6.2xlarge',
                                                                                                'ml.g6.48xlarge',
                                                                                                'ml.g6.4xlarge',
                                                                                                'ml.g6.8xlarge',
                                                                                                'ml.g6.xlarge'}}},
                          'KernelGatewayAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                                'ml.g6.16xlarge',
                                                                                                'ml.g6.24xlarge',
                                                                                                'ml.g6.2xlarge',
                                                                                                'ml.g6.48xlarge',
                                                                                                'ml.g6.4xlarge',
                                                                                                'ml.g6.8xlarge',
                                                                                                'ml.g6.xlarge'}}}},
 'DefaultUserSettings': {'CodeEditorAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                            'ml.g6.16xlarge',
                                                                                            'ml.g6.24xlarge',
                                                                                            'ml.g6.2xlarge',
                                                                                            'ml.g6.48xlarge',
                                                                                            'ml.g6.4xlarge',
                                                                                            'ml.g6.8xlarge',
                                                                                            'ml.g6.xlarge'}}},
                         'JupyterLabAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                            'ml.g6.16xlarge',
                                                                                            'ml.g6.24xlarge',
                                                                                            'ml.g6.2xlarge',
                                                                                            'ml.g6.48xlarge',
                                                                                            'ml.g6.4xlarge',
                                                                                            'ml.g6.8xlarge',
                                                                                            'ml.g6.xlarge'}}},
                         'JupyterServerAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                               'ml.g6.16xlarge',
                                                                                               'ml.g6.24xlarge',
                                                                                               'ml.g6.2xlarge',
                                                                                               'ml.g6.48xlarge',
                                                                                               'ml.g6.4xlarge',
                                                                                               'ml.g6.8xlarge',
                                                                                               'ml.g6.xlarge'}}},
                         'KernelGatewayAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                               'ml.g6.16xlarge',
                                                                                               'ml.g6.24xlarge',
                                                                                               'ml.g6.2xlarge',
                                                                                               'ml.g6.48xlarge',
                                                                                               'ml.g6.4xlarge',
                                                                                               'ml.g6.8xlarge',
                                                                                               'ml.g6.xlarge'}}},
                         'RSessionAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                          'ml.g6.16xlarge',
                                                                                          'ml.g6.24xlarge',
                                                                                          'ml.g6.2xlarge',
                                                                                          'ml.g6.48xlarge',
                                                                                          'ml.g6.4xlarge',
                                                                                          'ml.g6.8xlarge',
                                                                                          'ml.g6.xlarge'}}},
                         'TensorBoardAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                             'ml.g6.16xlarge',
                                                                                             'ml.g6.24xlarge',
                                                                                             'ml.g6.2xlarge',
                                                                                             'ml.g6.48xlarge',
                                                                                             'ml.g6.4xlarge',
                                                                                             'ml.g6.8xlarge',
                                                                                             'ml.g6.xlarge'}}}},
 'DomainSettingsForUpdate': {'RStudioServerProDomainSettingsForUpdate': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                                                  'ml.g6.16xlarge',
                                                                                                                  'ml.g6.24xlarge',
                                                                                                                  'ml.g6.2xlarge',
                                                                                                                  'ml.g6.48xlarge',
                                                                                                                  'ml.g6.4xlarge',
                                                                                                                  'ml.g6.8xlarge',
                                                                                                                  'ml.g6.xlarge'}}}}}

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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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',
            ]
        }
    },
    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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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'
                },
            ]
        },
        'SpaceStorageSettings': {
            'DefaultEbsStorageSettings': {
                'DefaultEbsVolumeSizeInGb': 123,
                'MaximumEbsVolumeSizeInGb': 123
            }
        },
        'CustomPosixUserConfig': {
            'Uid': 123,
            'Gid': 123
        },
        'CustomFileSystemConfigs': [
            {
                'EFSFileSystemConfig': {
                    'FileSystemId': 'string',
                    'FileSystemPath': 'string'
                }
            },
        ]
    },
    SubnetIds=[
        'string',
    ],
    AppNetworkAccessType='PublicInternetOnly'|'VpcOnly'
)
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.

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

    • (string) --

  • SharingSettings (dict) --

    Specifies options for sharing Amazon SageMaker 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 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 image that the image version belongs to.

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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.

      Note

      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 JupyterServer application.

      • (dict) --

        A Git repository that SageMaker 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 image used by the KernelGateway app.

      Note

      The Amazon SageMaker Studio UI does not use the default instance type value set here. The default instance type set here is used when Apps are created using the CLI or CloudFormation and the instance type parameter value is not passed.

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 KernelGateway app.

      • (dict) --

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

      Note

      To remove a Lifecycle Config, you must set LifecycleConfigArns to an empty list.

      • (string) --

  • TensorBoardAppSettings (dict) --

    The TensorBoard app settings.

    • DefaultResourceSpec (dict) --

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

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 image and SageMaker image version, and the instance type that the version runs on.

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 RSession app.

      • (dict) --

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

    • 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.

  • CodeEditorAppSettings (dict) --

    The Code Editor application settings.

    • DefaultResourceSpec (dict) --

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

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 image. For more information, see Bring your own SageMaker 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) --

  • JupyterLabAppSettings (dict) --

    The settings for the JupyterLab application.

    • DefaultResourceSpec (dict) --

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

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 image. For more information, see Bring your own SageMaker 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 automatically displays to users for cloning in the JupyterServer application.

        • RepositoryUrl (string) -- [REQUIRED]

          The URL of the Git repository.

  • SpaceStorageSettings (dict) --

    The 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.

  • 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.

    • 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 Studio.

    • (dict) --

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

      Note

      This is a Tagged Union structure. Only one of the following top level keys can be set: EFSFileSystemConfig.

      • 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 Studio. Permitted users can access only this directory and below.

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 image and SageMaker image version, and the instance type that the version runs on.

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 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) --

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 used to create a space within 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 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 image that the image version belongs to.

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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.

      Note

      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 JupyterServer application.

      • (dict) --

        A Git repository that SageMaker 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 image used by the KernelGateway app.

      Note

      The Amazon SageMaker Studio UI does not use the default instance type value set here. The default instance type set here is used when Apps are created using the CLI or CloudFormation and the instance type parameter value is not passed.

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 KernelGateway app.

      • (dict) --

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

      Note

      To remove a Lifecycle Config, you must set LifecycleConfigArns to an empty list.

      • (string) --

  • JupyterLabAppSettings (dict) --

    The settings for the JupyterLab application.

    • DefaultResourceSpec (dict) --

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

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 image. For more information, see Bring your own SageMaker 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 automatically displays to users for cloning in the JupyterServer application.

        • RepositoryUrl (string) -- [REQUIRED]

          The URL of the Git repository.

  • 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 Studio.

    • (dict) --

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

      Note

      This is a Tagged Union structure. Only one of the following top level keys can be set: EFSFileSystemConfig.

      • 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 Studio. Permitted users can access only this directory and below.

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, 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.

rtype

dict

returns

Response Syntax

{
    'DomainArn': 'string'
}

Response Structure

  • (dict) --

    • DomainArn (string) --

      The Amazon Resource Name (ARN) of the domain.

UpdateInferenceExperiment (updated) Link ¶
Changes (request)
{'ModelVariants': {'InfrastructureConfig': {'RealTimeInferenceConfig': {'InstanceType': {'ml.g6.12xlarge',
                                                                                         'ml.g6.16xlarge',
                                                                                         'ml.g6.24xlarge',
                                                                                         'ml.g6.2xlarge',
                                                                                         'ml.g6.48xlarge',
                                                                                         'ml.g6.4xlarge',
                                                                                         'ml.g6.8xlarge',
                                                                                         'ml.g6.xlarge'}}}}}

Updates an inference experiment that you created. The status of the inference experiment has to be either Created , Running . For more information on the status of an inference experiment, see DescribeInferenceExperiment.

See also: AWS API Documentation

Request Syntax

client.update_inference_experiment(
    Name='string',
    Schedule={
        'StartTime': datetime(2015, 1, 1),
        'EndTime': datetime(2015, 1, 1)
    },
    Description='string',
    ModelVariants=[
        {
            'ModelName': 'string',
            'VariantName': 'string',
            'InfrastructureConfig': {
                'InfrastructureType': 'RealTimeInference',
                'RealTimeInferenceConfig': {
                    'InstanceType': 'ml.t2.medium'|'ml.t2.large'|'ml.t2.xlarge'|'ml.t2.2xlarge'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m4.xlarge'|'ml.m4.2xlarge'|'ml.m4.4xlarge'|'ml.m4.10xlarge'|'ml.m4.16xlarge'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.12xlarge'|'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.c4.xlarge'|'ml.c4.2xlarge'|'ml.c4.4xlarge'|'ml.c4.8xlarge'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.18xlarge'|'ml.c5d.xlarge'|'ml.c5d.2xlarge'|'ml.c5d.4xlarge'|'ml.c5d.9xlarge'|'ml.c5d.18xlarge'|'ml.p2.xlarge'|'ml.p2.8xlarge'|'ml.p2.16xlarge'|'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.inf1.xlarge'|'ml.inf1.2xlarge'|'ml.inf1.6xlarge'|'ml.inf1.24xlarge'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.p5.48xlarge'|'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'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge',
                    'InstanceCount': 123
                }
            }
        },
    ],
    DataStorageConfig={
        'Destination': 'string',
        'KmsKey': 'string',
        'ContentType': {
            'CsvContentTypes': [
                'string',
            ],
            'JsonContentTypes': [
                'string',
            ]
        }
    },
    ShadowModeConfig={
        'SourceModelVariantName': 'string',
        'ShadowModelVariants': [
            {
                'ShadowModelVariantName': 'string',
                'SamplingPercentage': 123
            },
        ]
    }
)
type Name

string

param Name

[REQUIRED]

The name of the inference experiment to be updated.

type Schedule

dict

param Schedule

The duration for which the inference experiment will run. If the status of the inference experiment is Created , then you can update both the start and end dates. If the status of the inference experiment is Running , then you can update only the end date.

  • StartTime (datetime) --

    The timestamp at which the inference experiment started or will start.

  • EndTime (datetime) --

    The timestamp at which the inference experiment ended or will end.

type Description

string

param Description

The description of the inference experiment.

type ModelVariants

list

param ModelVariants

An array of ModelVariantConfig objects. There is one for each variant, whose infrastructure configuration you want to update.

  • (dict) --

    Contains information about the deployment options of a model.

    • ModelName (string) -- [REQUIRED]

      The name of the Amazon SageMaker Model entity.

    • VariantName (string) -- [REQUIRED]

      The name of the variant.

    • InfrastructureConfig (dict) -- [REQUIRED]

      The configuration for the infrastructure that the model will be deployed to.

      • InfrastructureType (string) -- [REQUIRED]

        The inference option to which to deploy your model. Possible values are the following:

        • RealTime : Deploy to real-time inference.

      • RealTimeInferenceConfig (dict) -- [REQUIRED]

        The infrastructure configuration for deploying the model to real-time inference.

        • InstanceType (string) -- [REQUIRED]

          The instance type the model is deployed to.

        • InstanceCount (integer) -- [REQUIRED]

          The number of instances of the type specified by InstanceType .

type DataStorageConfig

dict

param DataStorageConfig

The Amazon S3 location and configuration for storing inference request and response data.

  • Destination (string) -- [REQUIRED]

    The Amazon S3 bucket where the inference request and response data is stored.

  • KmsKey (string) --

    The Amazon Web Services Key Management Service key that Amazon SageMaker uses to encrypt captured data at rest using Amazon S3 server-side encryption.

  • ContentType (dict) --

    Configuration specifying how to treat different headers. If no headers are specified Amazon SageMaker will by default base64 encode when capturing the data.

    • CsvContentTypes (list) --

      The list of all content type headers that Amazon SageMaker will treat as CSV and capture accordingly.

      • (string) --

    • JsonContentTypes (list) --

      The list of all content type headers that SageMaker will treat as JSON and capture accordingly.

      • (string) --

type ShadowModeConfig

dict

param ShadowModeConfig

The configuration of ShadowMode inference experiment type. Use this field to specify a production variant which takes all the inference requests, and a shadow variant to which Amazon SageMaker replicates a percentage of the inference requests. For the shadow variant also specify the percentage of requests that Amazon SageMaker replicates.

  • SourceModelVariantName (string) -- [REQUIRED]

    The name of the production variant, which takes all the inference requests.

  • ShadowModelVariants (list) -- [REQUIRED]

    List of shadow variant configurations.

    • (dict) --

      The name and sampling percentage of a shadow variant.

      • ShadowModelVariantName (string) -- [REQUIRED]

        The name of the shadow variant.

      • SamplingPercentage (integer) -- [REQUIRED]

        The percentage of inference requests that Amazon SageMaker replicates from the production variant to the shadow variant.

rtype

dict

returns

Response Syntax

{
    'InferenceExperimentArn': 'string'
}

Response Structure

  • (dict) --

    • InferenceExperimentArn (string) --

      The ARN of the updated inference experiment.

UpdateNotebookInstance (updated) Link ¶
Changes (request)
{'InstanceType': {'ml.g6.12xlarge',
                  'ml.g6.16xlarge',
                  'ml.g6.24xlarge',
                  'ml.g6.2xlarge',
                  'ml.g6.48xlarge',
                  'ml.g6.4xlarge',
                  'ml.g6.8xlarge',
                  'ml.g6.xlarge'}}

Updates a notebook instance. NotebookInstance updates include upgrading or downgrading the ML compute instance used for your notebook instance to accommodate changes in your workload requirements.

See also: AWS API Documentation

Request Syntax

client.update_notebook_instance(
    NotebookInstanceName='string',
    InstanceType='ml.t2.medium'|'ml.t2.large'|'ml.t2.xlarge'|'ml.t2.2xlarge'|'ml.t3.medium'|'ml.t3.large'|'ml.t3.xlarge'|'ml.t3.2xlarge'|'ml.m4.xlarge'|'ml.m4.2xlarge'|'ml.m4.4xlarge'|'ml.m4.10xlarge'|'ml.m4.16xlarge'|'ml.m5.xlarge'|'ml.m5.2xlarge'|'ml.m5.4xlarge'|'ml.m5.12xlarge'|'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.c4.xlarge'|'ml.c4.2xlarge'|'ml.c4.4xlarge'|'ml.c4.8xlarge'|'ml.c5.xlarge'|'ml.c5.2xlarge'|'ml.c5.4xlarge'|'ml.c5.9xlarge'|'ml.c5.18xlarge'|'ml.c5d.xlarge'|'ml.c5d.2xlarge'|'ml.c5d.4xlarge'|'ml.c5d.9xlarge'|'ml.c5d.18xlarge'|'ml.p2.xlarge'|'ml.p2.8xlarge'|'ml.p2.16xlarge'|'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.inf1.xlarge'|'ml.inf1.2xlarge'|'ml.inf1.6xlarge'|'ml.inf1.24xlarge'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.p5.48xlarge'|'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'|'ml.g6.xlarge'|'ml.g6.2xlarge'|'ml.g6.4xlarge'|'ml.g6.8xlarge'|'ml.g6.12xlarge'|'ml.g6.16xlarge'|'ml.g6.24xlarge'|'ml.g6.48xlarge',
    RoleArn='string',
    LifecycleConfigName='string',
    DisassociateLifecycleConfig=True|False,
    VolumeSizeInGB=123,
    DefaultCodeRepository='string',
    AdditionalCodeRepositories=[
        'string',
    ],
    AcceleratorTypes=[
        'ml.eia1.medium'|'ml.eia1.large'|'ml.eia1.xlarge'|'ml.eia2.medium'|'ml.eia2.large'|'ml.eia2.xlarge',
    ],
    DisassociateAcceleratorTypes=True|False,
    DisassociateDefaultCodeRepository=True|False,
    DisassociateAdditionalCodeRepositories=True|False,
    RootAccess='Enabled'|'Disabled',
    InstanceMetadataServiceConfiguration={
        'MinimumInstanceMetadataServiceVersion': 'string'
    }
)
type NotebookInstanceName

string

param NotebookInstanceName

[REQUIRED]

The name of the notebook instance to update.

type InstanceType

string

param InstanceType

The Amazon ML compute instance type.

type RoleArn

string

param RoleArn

The Amazon Resource Name (ARN) of the IAM role that SageMaker can assume to access the notebook instance. For more information, see SageMaker Roles.

Note

To be able to pass this role to SageMaker, the caller of this API must have the iam:PassRole permission.

type LifecycleConfigName

string

param LifecycleConfigName

The name of a lifecycle configuration to associate with the notebook instance. For information about lifestyle configurations, see Step 2.1: (Optional) Customize a Notebook Instance.

type DisassociateLifecycleConfig

boolean

param DisassociateLifecycleConfig

Set to true to remove the notebook instance lifecycle configuration currently associated with the notebook instance. This operation is idempotent. If you specify a lifecycle configuration that is not associated with the notebook instance when you call this method, it does not throw an error.

type VolumeSizeInGB

integer

param VolumeSizeInGB

The size, in GB, of the ML storage volume to attach to the notebook instance. The default value is 5 GB. ML storage volumes are encrypted, so SageMaker can't determine the amount of available free space on the volume. Because of this, you can increase the volume size when you update a notebook instance, but you can't decrease the volume size. If you want to decrease the size of the ML storage volume in use, create a new notebook instance with the desired size.

type DefaultCodeRepository

string

param DefaultCodeRepository

The Git repository to associate with the notebook instance as its default code repository. This can be either the name of a Git repository stored as a resource in your account, or the URL of a Git repository in Amazon Web Services CodeCommit or in any other Git repository. When you open a notebook instance, it opens in the directory that contains this repository. For more information, see Associating Git Repositories with SageMaker Notebook Instances.

type AdditionalCodeRepositories

list

param AdditionalCodeRepositories

An array of up to three Git repositories to associate with the notebook instance. These can be either the names of Git repositories stored as resources in your account, or the URL of Git repositories in Amazon Web Services CodeCommit or in any other Git repository. These repositories are cloned at the same level as the default repository of your notebook instance. For more information, see Associating Git Repositories with SageMaker Notebook Instances.

  • (string) --

type AcceleratorTypes

list

param AcceleratorTypes

A list of the Elastic Inference (EI) instance types to associate with this notebook instance. Currently only one EI instance type can be associated with a notebook instance. For more information, see Using Elastic Inference in Amazon SageMaker.

  • (string) --

type DisassociateAcceleratorTypes

boolean

param DisassociateAcceleratorTypes

A list of the Elastic Inference (EI) instance types to remove from this notebook instance. This operation is idempotent. If you specify an accelerator type that is not associated with the notebook instance when you call this method, it does not throw an error.

type DisassociateDefaultCodeRepository

boolean

param DisassociateDefaultCodeRepository

The name or URL of the default Git repository to remove from this notebook instance. This operation is idempotent. If you specify a Git repository that is not associated with the notebook instance when you call this method, it does not throw an error.

type DisassociateAdditionalCodeRepositories

boolean

param DisassociateAdditionalCodeRepositories

A list of names or URLs of the default Git repositories to remove from this notebook instance. This operation is idempotent. If you specify a Git repository that is not associated with the notebook instance when you call this method, it does not throw an error.

type RootAccess

string

param RootAccess

Whether root access is enabled or disabled for users of the notebook instance. The default value is Enabled .

Note

If you set this to Disabled , users don't have root access on the notebook instance, but lifecycle configuration scripts still run with root permissions.

type InstanceMetadataServiceConfiguration

dict

param InstanceMetadataServiceConfiguration

Information on the IMDS configuration of the notebook instance

  • MinimumInstanceMetadataServiceVersion (string) -- [REQUIRED]

    Indicates the minimum IMDS version that the notebook instance supports. When passed as part of CreateNotebookInstance , if no value is selected, then it defaults to IMDSv1. This means that both IMDSv1 and IMDSv2 are supported. If passed as part of UpdateNotebookInstance , there is no default.

rtype

dict

returns

Response Syntax

{}

Response Structure

  • (dict) --

UpdateSpace (updated) Link ¶
Changes (request)
{'SpaceSettings': {'CodeEditorAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                      'ml.g6.16xlarge',
                                                                                      'ml.g6.24xlarge',
                                                                                      'ml.g6.2xlarge',
                                                                                      'ml.g6.48xlarge',
                                                                                      'ml.g6.4xlarge',
                                                                                      'ml.g6.8xlarge',
                                                                                      'ml.g6.xlarge'}}},
                   'JupyterLabAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                      'ml.g6.16xlarge',
                                                                                      'ml.g6.24xlarge',
                                                                                      'ml.g6.2xlarge',
                                                                                      'ml.g6.48xlarge',
                                                                                      'ml.g6.4xlarge',
                                                                                      'ml.g6.8xlarge',
                                                                                      'ml.g6.xlarge'}}},
                   'JupyterServerAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                         'ml.g6.16xlarge',
                                                                                         'ml.g6.24xlarge',
                                                                                         'ml.g6.2xlarge',
                                                                                         'ml.g6.48xlarge',
                                                                                         'ml.g6.4xlarge',
                                                                                         'ml.g6.8xlarge',
                                                                                         'ml.g6.xlarge'}}},
                   'KernelGatewayAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                         'ml.g6.16xlarge',
                                                                                         'ml.g6.24xlarge',
                                                                                         'ml.g6.2xlarge',
                                                                                         'ml.g6.48xlarge',
                                                                                         'ml.g6.4xlarge',
                                                                                         'ml.g6.8xlarge',
                                                                                         'ml.g6.xlarge'}}}}}

Updates the settings of a space.

See also: AWS API Documentation

Request Syntax

client.update_space(
    DomainId='string',
    SpaceName='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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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'
            }
        },
        '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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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'
                },
            ]
        },
        'AppType': 'JupyterServer'|'KernelGateway'|'DetailedProfiler'|'TensorBoard'|'CodeEditor'|'JupyterLab'|'RStudioServerPro'|'RSessionGateway'|'Canvas',
        'SpaceStorageSettings': {
            'EbsStorageSettings': {
                'EbsVolumeSizeInGb': 123
            }
        },
        'CustomFileSystems': [
            {
                'EFSFileSystem': {
                    'FileSystemId': 'string'
                }
            },
        ]
    },
    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 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 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 image that the image version belongs to.

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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.

      Note

      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 JupyterServer application.

      • (dict) --

        A Git repository that SageMaker 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 image used by the KernelGateway app.

      Note

      The Amazon SageMaker Studio UI does not use the default instance type value set here. The default instance type set here is used when Apps are created using the CLI or CloudFormation and the instance type parameter value is not passed.

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 KernelGateway app.

      • (dict) --

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

      Note

      To remove a Lifecycle Config, you must set LifecycleConfigArns to an empty list.

      • (string) --

  • CodeEditorAppSettings (dict) --

    The Code Editor application settings.

    • DefaultResourceSpec (dict) --

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

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • LifecycleConfigArn (string) --

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

  • JupyterLabAppSettings (dict) --

    The settings for the JupyterLab application.

    • DefaultResourceSpec (dict) --

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

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 automatically displays to users for cloning in the JupyterServer application.

        • RepositoryUrl (string) -- [REQUIRED]

          The URL of the Git repository.

  • AppType (string) --

    The type of app created within the space.

  • 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.

  • CustomFileSystems (list) --

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

    • (dict) --

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

      Note

      This is a Tagged Union structure. Only one of the following top level keys can be set: EFSFileSystem.

      • EFSFileSystem (dict) --

        A custom file system in Amazon EFS.

        • FileSystemId (string) -- [REQUIRED]

          The ID of your Amazon EFS file system.

type SpaceDisplayName

string

param SpaceDisplayName

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

rtype

dict

returns

Response Syntax

{
    'SpaceArn': 'string'
}

Response Structure

  • (dict) --

    • SpaceArn (string) --

      The space's Amazon Resource Name (ARN).

UpdateUserProfile (updated) Link ¶
Changes (request)
{'UserSettings': {'CodeEditorAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                     'ml.g6.16xlarge',
                                                                                     'ml.g6.24xlarge',
                                                                                     'ml.g6.2xlarge',
                                                                                     'ml.g6.48xlarge',
                                                                                     'ml.g6.4xlarge',
                                                                                     'ml.g6.8xlarge',
                                                                                     'ml.g6.xlarge'}}},
                  'JupyterLabAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                     'ml.g6.16xlarge',
                                                                                     'ml.g6.24xlarge',
                                                                                     'ml.g6.2xlarge',
                                                                                     'ml.g6.48xlarge',
                                                                                     'ml.g6.4xlarge',
                                                                                     'ml.g6.8xlarge',
                                                                                     'ml.g6.xlarge'}}},
                  'JupyterServerAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                        'ml.g6.16xlarge',
                                                                                        'ml.g6.24xlarge',
                                                                                        'ml.g6.2xlarge',
                                                                                        'ml.g6.48xlarge',
                                                                                        'ml.g6.4xlarge',
                                                                                        'ml.g6.8xlarge',
                                                                                        'ml.g6.xlarge'}}},
                  'KernelGatewayAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                        'ml.g6.16xlarge',
                                                                                        'ml.g6.24xlarge',
                                                                                        'ml.g6.2xlarge',
                                                                                        'ml.g6.48xlarge',
                                                                                        'ml.g6.4xlarge',
                                                                                        'ml.g6.8xlarge',
                                                                                        'ml.g6.xlarge'}}},
                  'RSessionAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                   'ml.g6.16xlarge',
                                                                                   'ml.g6.24xlarge',
                                                                                   'ml.g6.2xlarge',
                                                                                   'ml.g6.48xlarge',
                                                                                   'ml.g6.4xlarge',
                                                                                   'ml.g6.8xlarge',
                                                                                   'ml.g6.xlarge'}}},
                  'TensorBoardAppSettings': {'DefaultResourceSpec': {'InstanceType': {'ml.g6.12xlarge',
                                                                                      'ml.g6.16xlarge',
                                                                                      'ml.g6.24xlarge',
                                                                                      'ml.g6.2xlarge',
                                                                                      'ml.g6.48xlarge',
                                                                                      'ml.g6.4xlarge',
                                                                                      'ml.g6.8xlarge',
                                                                                      'ml.g6.xlarge'}}}}}

Updates a user profile.

See also: AWS API Documentation

Request Syntax

client.update_user_profile(
    DomainId='string',
    UserProfileName='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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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',
                '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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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'
                },
            ]
        },
        'CanvasAppSettings': {
            'TimeSeriesForecastingSettings': {
                'Status': 'ENABLED'|'DISABLED',
                'AmazonForecastRoleArn': 'string'
            },
            'ModelRegisterSettings': {
                'Status': 'ENABLED'|'DISABLED',
                'CrossAccountModelRegisterRoleArn': 'string'
            },
            'WorkspaceSettings': {
                'S3ArtifactPath': 'string',
                'S3KmsKeyId': 'string'
            },
            'IdentityProviderOAuthSettings': [
                {
                    'DataSourceName': 'SalesforceGenie'|'Snowflake',
                    'Status': 'ENABLED'|'DISABLED',
                    'SecretArn': 'string'
                },
            ],
            'DirectDeploySettings': {
                'Status': 'ENABLED'|'DISABLED'
            },
            'KendraSettings': {
                'Status': 'ENABLED'|'DISABLED'
            },
            'GenerativeAiSettings': {
                'AmazonBedrockRoleArn': '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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.32xlarge'|'ml.p5.48xlarge'|'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'
                },
            ]
        },
        'SpaceStorageSettings': {
            'DefaultEbsStorageSettings': {
                'DefaultEbsVolumeSizeInGb': 123,
                'MaximumEbsVolumeSizeInGb': 123
            }
        },
        'DefaultLandingUri': 'string',
        'StudioWebPortal': 'ENABLED'|'DISABLED',
        'CustomPosixUserConfig': {
            'Uid': 123,
            'Gid': 123
        },
        'CustomFileSystemConfigs': [
            {
                'EFSFileSystemConfig': {
                    'FileSystemId': 'string',
                    'FileSystemPath': 'string'
                }
            },
        ]
    }
)
type DomainId

string

param DomainId

[REQUIRED]

The domain ID.

type UserProfileName

string

param UserProfileName

[REQUIRED]

The user profile name.

type UserSettings

dict

param UserSettings

A collection of settings.

  • ExecutionRole (string) --

    The execution role for the user.

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

    • (string) --

  • SharingSettings (dict) --

    Specifies options for sharing Amazon SageMaker 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 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 image that the image version belongs to.

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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.

      Note

      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 JupyterServer application.

      • (dict) --

        A Git repository that SageMaker 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 image used by the KernelGateway app.

      Note

      The Amazon SageMaker Studio UI does not use the default instance type value set here. The default instance type set here is used when Apps are created using the CLI or CloudFormation and the instance type parameter value is not passed.

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 KernelGateway app.

      • (dict) --

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

      Note

      To remove a Lifecycle Config, you must set LifecycleConfigArns to an empty list.

      • (string) --

  • TensorBoardAppSettings (dict) --

    The TensorBoard app settings.

    • DefaultResourceSpec (dict) --

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

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 image and SageMaker image version, and the instance type that the version runs on.

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 RSession app.

      • (dict) --

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

    • 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.

  • CodeEditorAppSettings (dict) --

    The Code Editor application settings.

    • DefaultResourceSpec (dict) --

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

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 image. For more information, see Bring your own SageMaker 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) --

  • JupyterLabAppSettings (dict) --

    The settings for the JupyterLab application.

    • DefaultResourceSpec (dict) --

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

      • SageMakerImageArn (string) --

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

      • SageMakerImageVersionArn (string) --

        The ARN of the image version created on the instance.

      • 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.

        Note

        JupyterServer apps only support the system value.

        For KernelGateway apps , the system value is translated to ml.t3.medium . KernelGateway apps also support all other values for available instance types.

      • 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 image. For more information, see Bring your own SageMaker 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 automatically displays to users for cloning in the JupyterServer application.

        • RepositoryUrl (string) -- [REQUIRED]

          The URL of the Git repository.

  • SpaceStorageSettings (dict) --

    The 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.

  • 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.

    • 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 Studio.

    • (dict) --

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

      Note

      This is a Tagged Union structure. Only one of the following top level keys can be set: EFSFileSystemConfig.

      • 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 Studio. Permitted users can access only this directory and below.

rtype

dict

returns

Response Syntax

{
    'UserProfileArn': 'string'
}

Response Structure

  • (dict) --

    • UserProfileArn (string) --

      The user profile Amazon Resource Name (ARN).