# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"). You # may not use this file except in compliance with the License. A copy of # the License is located at # # http://aws.amazon.com/apache2.0/ # # or in the "license" file accompanying this file. This file is # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF # ANY KIND, either express or implied. See the License for the specific # language governing permissions and limitations under the License. """Custom exception classes for Sagemaker SDK""" from __future__ import absolute_import class UnexpectedStatusException(ValueError): """Raised when resource status is not expected and thus not allowed for further execution""" def __init__(self, message, allowed_statuses, actual_status): self.allowed_statuses = allowed_statuses self.actual_status = actual_status super(UnexpectedStatusException, self).__init__(message) class CapacityError(UnexpectedStatusException): """Raised when resource status is not expected and fails with a reason of CapacityError""" class AsyncInferenceError(Exception): """The base exception class for Async Inference exceptions.""" fmt = "An unspecified error occurred" def __init__(self, **kwargs): msg = self.fmt.format(**kwargs) Exception.__init__(self, msg) self.kwargs = kwargs class ObjectNotExistedError(AsyncInferenceError): """Raised when Amazon S3 object not exist in the given path""" fmt = "Object not exist at {output_path}. {message}" def __init__(self, message, output_path): super().__init__(message=message, output_path=output_path) class PollingTimeoutError(AsyncInferenceError): """Raised when wait longer than expected and no result object in Amazon S3 bucket yet""" fmt = "No result at {output_path} after polling for {seconds} seconds. {message}" def __init__(self, message, output_path, seconds): super().__init__(message=message, output_path=output_path, seconds=seconds) class UnexpectedClientError(AsyncInferenceError): """Raised when ClientError's error code is not expected""" fmt = "Encountered unexpected client error: {message}" def __init__(self, message): super().__init__(message=message) class AutoMLStepInvalidModeError(Exception): """Raised when the automl mode passed into AutoMLStep in invalid""" fmt = ( "Mode in AutoMLJobConfig must be defined for AutoMLStep. " "AutoMLStep currently only supports ENSEMBLING mode" ) def __init__(self, **kwargs): msg = self.fmt.format(**kwargs) Exception.__init__(self, msg) self.kwargs = kwargs class AsyncInferenceModelError(AsyncInferenceError): """Raised when model returns errors for failed requests""" fmt = "Model returned error: {message} " def __init__(self, message): super().__init__(message=message)