Amazon SageMaker Service

{'TrackingServerMaintenanceStatus': 'MaintenanceInProgress | '
                                    'MaintenanceComplete | MaintenanceFailed'}

Returns information about an MLflow Tracking Server.

See also: AWS API Documentation

Request Syntax

client.describe_mlflow_tracking_server(
    TrackingServerName='string'
)

type TrackingServerName:

string

param TrackingServerName:

[REQUIRED]

The name of the MLflow Tracking Server to describe.

rtype:

dict

returns:

Response Syntax

{
    'TrackingServerArn': 'string',
    'TrackingServerName': 'string',
    'ArtifactStoreUri': 'string',
    'TrackingServerSize': 'Small'|'Medium'|'Large',
    'MlflowVersion': 'string',
    'RoleArn': 'string',
    'TrackingServerStatus': 'Creating'|'Created'|'CreateFailed'|'Updating'|'Updated'|'UpdateFailed'|'Deleting'|'DeleteFailed'|'Stopping'|'Stopped'|'StopFailed'|'Starting'|'Started'|'StartFailed'|'MaintenanceInProgress'|'MaintenanceComplete'|'MaintenanceFailed',
    'TrackingServerMaintenanceStatus': 'MaintenanceInProgress'|'MaintenanceComplete'|'MaintenanceFailed',
    'IsActive': 'Active'|'Inactive',
    'TrackingServerUrl': 'string',
    'WeeklyMaintenanceWindowStart': 'string',
    'AutomaticModelRegistration': True|False,
    'CreationTime': datetime(2015, 1, 1),
    'CreatedBy': {
        'UserProfileArn': 'string',
        'UserProfileName': 'string',
        'DomainId': 'string',
        'IamIdentity': {
            'Arn': 'string',
            'PrincipalId': 'string',
            'SourceIdentity': 'string'
        }
    },
    'LastModifiedTime': datetime(2015, 1, 1),
    'LastModifiedBy': {
        'UserProfileArn': 'string',
        'UserProfileName': 'string',
        'DomainId': 'string',
        'IamIdentity': {
            'Arn': 'string',
            'PrincipalId': 'string',
            'SourceIdentity': 'string'
        }
    }
}

Response Structure

• (dict) --

  • TrackingServerArn (string) --

    The ARN of the described tracking server.

  • TrackingServerName (string) --

    The name of the described tracking server.

  • ArtifactStoreUri (string) --

    The S3 URI of the general purpose bucket used as the MLflow Tracking Server artifact store.

  • TrackingServerSize (string) --

    The size of the described tracking server.

  • MlflowVersion (string) --

    The MLflow version used for the described tracking server.

  • RoleArn (string) --

    The Amazon Resource Name (ARN) for an IAM role in your account that the described MLflow Tracking Server uses to access the artifact store in Amazon S3.

  • TrackingServerStatus (string) --

    The current creation status of the described MLflow Tracking Server.

  • TrackingServerMaintenanceStatus (string) --

    The current maintenance status of the described MLflow Tracking Server.

  • IsActive (string) --

    Whether the described MLflow Tracking Server is currently active.

  • TrackingServerUrl (string) --

    The URL to connect to the MLflow user interface for the described tracking server.

  • WeeklyMaintenanceWindowStart (string) --

    The day and time of the week when weekly maintenance occurs on the described tracking server.

  • AutomaticModelRegistration (boolean) --

    Whether automatic registration of new MLflow models to the SageMaker Model Registry is enabled.

  • CreationTime (datetime) --

    The timestamp of when the described MLflow Tracking Server was created.

  • CreatedBy (dict) --

    Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card.

    • UserProfileArn (string) --

      The Amazon Resource Name (ARN) of the user's profile.

    • UserProfileName (string) --

      The name of the user's profile.

    • DomainId (string) --

      The domain associated with the user.

    • IamIdentity (dict) --

      The IAM Identity details associated with the user. These details are associated with model package groups, model packages, and project entities only.

      • Arn (string) --

        The Amazon Resource Name (ARN) of the IAM identity.

      • PrincipalId (string) --

        The ID of the principal that assumes the IAM identity.

      • SourceIdentity (string) --

        The person or application which assumes the IAM identity.

  • LastModifiedTime (datetime) --

    The timestamp of when the described MLflow Tracking Server was last modified.

  • LastModifiedBy (dict) --

    Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card.

    • UserProfileArn (string) --

      The Amazon Resource Name (ARN) of the user's profile.

    • UserProfileName (string) --

      The name of the user's profile.

    • DomainId (string) --

      The domain associated with the user.

    • IamIdentity (dict) --

      The IAM Identity details associated with the user. These details are associated with model package groups, model packages, and project entities only.

      • Arn (string) --

        The Amazon Resource Name (ARN) of the IAM identity.

      • PrincipalId (string) --

        The ID of the principal that assumes the IAM identity.

      • SourceIdentity (string) --

        The person or application which assumes the IAM identity.