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4021124 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 | # 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
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