SageMaker / Client / describe_space

describe_space#

SageMaker.Client.describe_space(**kwargs)#

Describes the space.

Request Syntax

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

Parameters:

DomainId (string) –
[REQUIRED]

The ID of the associated domain.
SpaceName (string) –
[REQUIRED]

The name of the space.

Return type:

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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.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.geospatial.interactive'|'ml.p4d.24xlarge'|'ml.p4de.24xlarge'|'ml.trn1.2xlarge'|'ml.trn1.32xlarge'|'ml.trn1n.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 private space.
    - EbsStorageSettings (dict) –
      
      A collection of EBS storage settings for a private space.
      - EbsVolumeSizeInGb (integer) –
        
        The size of an EBS storage volume for a private 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 private 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

Exceptions

SageMaker.Client.exceptions.ResourceNotFound