Manage Tooling blueprint parameters - Amazon SageMaker Unified Studio

Manage Tooling blueprint parameters

The tooling blueprint creates resources for the project, including IAM user roles, security groups, and Amazon SageMaker unified domains.

You can perform the following procedure to manage the parameters of the Tooling blueprint.

  1. Navigate to the Amazon SageMaker management console at https://console.aws.amazon.com/datazone and use the region selector in the top navigation bar to choose the appropriate AWS Region.

  2. Choose View domains and choose the domain’s name from the list. The name is a hyperlink.

  3. On the domain's details page, navigate to the Project profiles tab.

  4. In the Project profiles tab, choose a project profile, for example, All capabilities. The name of the project profile is a hyperlink.

  5. On the project profile details page, choose Tooling configuration.

  6. In the Blueprint parameters section, review the parameter values that will be used during project creation.

    To modify a parameter value, first, on the Tooling configuration tab, choose Edit, then choose the parameter that you want to edit by checking its radio button, and then choose Edit.

    In the Edit blueprint parameter pop up window, modify the parameter value, and check the Editable box if you want the values to be provided during project creation.

    You can modify the following parameters:

    • minIdleTimeoutInMinutes - the minimum time (in minutes) that Amazon SageMaker waits after the application becomes idle before shutting the user's space down.

    • maxEbsVolumeSize - the maximum EBS storage volume size (in GB) for the user's private spaces.

    • idleTimeoutInMinutes - the time (in minutes) that Amazon SageMaker waits after the application becomes idle before shutting the user's space down.

    • enableNetworkIsolation - enable network isolation for training and deployed inference container.

    • lifecycleManagement - indicates whether idle shutdown is activated for this project's Amazon SageMaker unified domain.

    • sagemakerDomainNetworkType - The network type for this project's Amazon SageMaker unified domain.

    • maxIdleTimeoutInMinutes - the maximum time (in minutes) that Amazon SageMaker waits after the application becomes idle before shutting this project's Amazon SageMaker unified domain down.

    • allowConnectionToUserGovernedEmrClusters - allow connection creation to existing user governed EMR Clusters.

    • enableSpaces - enable creation of private compute spaces for development tools.

    • enableProjectRepositoryAutoSync - synchronise your Git repository code artifacts to your Amazon SageMaker Unified Studio project’s S3 bucket at s3://{bucket}/{domain_id}/{project_id}/sys/code/dev/{repository_id}/{branch}/. This synchronisation can be triggered via Git commit push events. Keeping the S3 bucket in sync with the Git repository ensures that any changes pushed by the user are immediately available for utilization.

Note

Enabling maxEbsVolumeSize, enableSpaces, or enableProjectRepositoryAutoSync parameters might result in incurring additional costs. For more infromation, see Amazon SageMaker pricing.