sagemaker.core.jumpstart.exceptions

This module stores exceptions related to SageMaker JumpStart.

Functions

get_old_model_version_msg(model_id, ...)	Returns customer-facing message associated with using an old model version.
get_proprietary_model_subscription_error(...)	Returns customer-facing message associated with a Marketplace subscription error.
get_proprietary_model_subscription_msg(...)	Returns customer-facing message for using a proprietary model.
get_wildcard_model_version_msg(model_id, ...)	Returns customer-facing message for using a model version with a wildcard character.
get_wildcard_proprietary_model_version_msg(...)	Returns customer-facing message for passing wildcard version to proprietary models.

Exceptions

DeprecatedJumpStartModelError([model_id, ...])	Exception raised when trying to access a JumpStart model deprecated specifications.
JumpStartHyperparametersError([message])	Exception raised for bad hyperparameters of a JumpStart model.
MarketplaceModelSubscriptionError([...])	Exception raised when trying to deploy a JumpStart Marketplace model.
VulnerableJumpStartModelError([model_id, ...])	Exception raised when trying to access a JumpStart model specs flagged as vulnerable.

exception sagemaker.core.jumpstart.exceptions.DeprecatedJumpStartModelError(model_id: str | None = None, version: str | None = None, message: str | None = None)

Bases: ValueError

Exception raised when trying to access a JumpStart model deprecated specifications.

A deprecated specification for a JumpStart model does not mean the whole model is deprecated. There may be more recent specifications available for this model. For example, all specification before version 2.0.0 may be deprecated, in such a case, the SDK would raise this exception only when specifications 1.* are accessed.

exception sagemaker.core.jumpstart.exceptions.JumpStartHyperparametersError(message: str | None = None)

Bases: ValueError

Exception raised for bad hyperparameters of a JumpStart model.

exception sagemaker.core.jumpstart.exceptions.MarketplaceModelSubscriptionError(model_subscription_link: str | None = None, message: str | None = None)

Bases: ValueError

Exception raised when trying to deploy a JumpStart Marketplace model.

A caller is required to subscribe to the Marketplace product in order to deploy. This exception is raised when a caller tries to deploy a JumpStart Marketplace model but the caller is not subscribed to the model.

exception sagemaker.core.jumpstart.exceptions.VulnerableJumpStartModelError(model_id: str | None = None, version: str | None = None, vulnerabilities: List[str] | None = None, scope: JumpStartScriptScope | None = None, message: str | None = None)

Bases: ValueError

Exception raised when trying to access a JumpStart model specs flagged as vulnerable.

Raise this exception only if the scope of attributes accessed in the specifications have vulnerabilities. For example, a model training script may have vulnerabilities, but not the hosting scripts. In such a case, raise a VulnerableJumpStartModelError only when accessing the training specifications.

sagemaker.core.jumpstart.exceptions.get_old_model_version_msg(model_id: str, current_model_version: str, latest_model_version: str) → str

Returns customer-facing message associated with using an old model version.

sagemaker.core.jumpstart.exceptions.get_proprietary_model_subscription_error(error: ClientError, subscription_link: str) → None

Returns customer-facing message associated with a Marketplace subscription error.

sagemaker.core.jumpstart.exceptions.get_proprietary_model_subscription_msg(model_id: str, subscription_link: str) → str

Returns customer-facing message for using a proprietary model.

sagemaker.core.jumpstart.exceptions.get_wildcard_model_version_msg(model_id: str, wildcard_model_version: str, full_model_version: str) → str

Returns customer-facing message for using a model version with a wildcard character.

sagemaker.core.jumpstart.exceptions.get_wildcard_proprietary_model_version_msg(model_id: str, wildcard_model_version: str, available_versions: List[str]) → str

Returns customer-facing message for passing wildcard version to proprietary models.