Launch spaces - Amazon SageMaker AI

Launch spaces

The following sections give information about accessing spaces in a domain. Spaces can be accessed in one of the following ways:

  • from the Amazon SageMaker AI console

  • from Studio

  • using the AWS CLI

To access spaces from the Amazon SageMaker AI console

  1. Open the Amazon SageMaker AI console at https://console.aws.amazon.com/sagemaker/.

  2. Under Admin configurations, choose Domains.

  3. From the list of domains, select the domain that contains the spaces.

  4. On the Domain details page, select the Space management tab. For more information about managing spaces, see Collaboration with shared spaces.

  5. From the list of spaces for that domain, select the space to launch.

  6. Choose Launch Studio for the space that you want to launch.

Follow these steps to access spaces from Studio for a specific application type.

To access spaces from Studio

  1. Open Studio by following the steps in Launch Amazon SageMaker Studio.

  2. Select the application type with spaces that you want to access.

The following sections show how to access a space from the AWS Command Line Interface (AWS CLI). The procedures are for domains that use AWS Identity and Access Management (IAM) or AWS IAM Identity Center authentication.

IAM authentication

The following procedure outlines generally how to access a space using IAM authentication from the AWS CLI.

  1. Create a presigned domain URL specifying the name of the space that you want to access.

    aws \
    --region region \
    sagemaker \
    create-presigned-domain-url \
    --domain-id domain-id \
    --user-profile-name user-profile-name \
    --space-name space-name

  2. Navigate to the URL.

Accessing a space in IAM Identity Center authentication

The following procedure outlines how to access a space using IAM Identity Center authentication from the AWS CLI.

  1. Use the following command to return the URL associated with the space.

    aws \
    --region region \
    sagemaker \
    describe-space \
    --domain-id domain-id \
    --space-name space-name

  2. Append the respective redirect parameter for the application type to the URL to be federated through IAM Identity Center. For more information about the redirect parameters, see describe-space.

  3. Navigate to the URL to be federated through IAM Identity Center.