Use Amazon SageMaker Studio with a custom file system in Amazon EFS

This article discusses the integration of Amazon EFS (Elastic File System) with Amazon SageMaker Studio, providing three different scenarios for using a custom file system in SageMaker Studio.

Specifically, the article covers:

• Configuring an EFS directory shared across private spaces of a given user profile in a SageMaker Studio domain, allowing each user to have their own private space on the EFS file system.
• Configuring an EFS directory shared across all spaces of a given SageMaker Studio domain, enabling collaboration and centralized data management across all users.
• Configuring an EFS directory shared across multiple SageMaker Studio domains within the same VPC, enabling cross-domain collaboration and centralized data storage.
• The article provides CloudFormation templates, Lambda functions, and detailed steps to implement each scenario, along with the benefits and use cases for each approach.