bootstrap¶

autogluon.cloud.bootstrap(*, backend: Literal['sagemaker'] = 'sagemaker', stack_name: str | None = None, session: Session | None = None) → None[source]¶

Deploy the CloudFormation stack and persist resource identifiers.

On completion the IAM role and S3 bucket created by the stack are saved to ~/.autogluon/cloud.yaml via register(). If you already have an IAM role and bucket in place, call register() directly and skip this function entirely.

Parameters:

backend (BackendName, default = "sagemaker") – Which AutoGluon-Cloud backend to provision.
stack_name (str | None, default = None) – CloudFormation stack name. Auto-generated as ag-cloud-<backend> if not given.
session (boto3.Session | None, default = None) – A boto3.Session to use for AWS calls. If None, a default session is constructed from the standard credential chain (env vars, ~/.aws/credentials, SSO, instance profile).