Using workflows in Amazon SageMaker Unified Studio - Amazon SageMaker Unified Studio

Using workflows in Amazon SageMaker Unified Studio

Amazon SageMaker Unified Studio provides workflow capabilities that allow you to set up and run a series of tasks to orchestrate your data processing procedures. Workflows use Apache Airflow to model data processing procedures and orchestrate your Amazon SageMaker Unified Studio code artifacts.

Amazon SageMaker Unified Studio supports workflows in two domain types:

  • IDC-based domains - The original Amazon SageMaker Unified Studio interface that provides comprehensive workflow capabilities including visual workflows, code workflows, and workflow environments.

  • IAM-based domains - A new domain type that provides workflow capabilities through federated role access with existing IAM permissions.

The workflow experience and available features may differ between domain types. Choose the appropriate section below based on your domain type to access the relevant documentation.