# 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. """A class for WaiterConfig used in async inference Use it when using async inference and wait for the result. """ from __future__ import absolute_import class WaiterConfig(object): """Configuration object passed in when using async inference and wait for the result.""" def __init__( self, max_attempts=60, delay=15, ): """Initialize a WaiterConfig object that provides parameters to control waiting behavior. Args: max_attempts (int): The maximum number of attempts to be made. If the max attempts is exceeded, Amazon SageMaker will raise ``PollingTimeoutError``. (Default: 60) delay (int): The amount of time in seconds to wait between attempts. (Default: 15) """ self.max_attempts = max_attempts self.delay = delay def _to_request_dict(self): """Generates a dictionary using the parameters provided to the class.""" waiter_dict = { "Delay": self.delay, "MaxAttempts": self.max_attempts, } return waiter_dict