Preflight checks for Amazon SageMaker
Before crawling Amazon SageMaker, you can run preflight checks to perform the necessary technical validations. The following preflight checks are performed:
Authentication check
This check verifies that the provided AWS credentials are valid by calling the AWS STS get_caller_identity() API.
✅ Authentication successful - Account: <account-id>, User: <user-id>
❌ Authentication failed: <error-message>
SageMaker service access
This check verifies that the AWS credentials have the necessary permissions to access the SageMaker service by calling sagemaker.list_models() with a limit of 1 result.
✅ SageMaker service access verified
❌ SageMaker service access failed: <error-message>