## Preflight checks for Amazon SageMaker

URL: https://docs.atlan.com/apps/connectors/lineage/amazon-sagemaker/references/preflight-checks-for-sagemaker

> Technical validations performed before crawling Amazon SageMaker resources.

Before [crawling Amazon SageMaker](https://docs.atlan.com/llms/connectors/amazon-sagemaker/crawl-sagemaker/llms.txt), you can run [preflight checks](https://docs.atlan.com/llms/catalog/connector-capabilities/what-are-preflight-checks/llms.txt) 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>`

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