Repository URL to install this package:
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Version:
2.15 ▾
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google-python-cloud-debugger
/
backoff.py
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# Copyright 2015 Google Inc. 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.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License 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.
"""Implements exponential backoff for retry timeouts."""
class Backoff(object):
"""Exponential backoff for retry timeouts.
This class manages delay between retries for a single kind of request. It
starts from a small delay. The delay is exponentially increased between
subsequent failures, up to the specified maximum. Once the request succeeds
once, the delay is reset to minimum.
Attributes:
min_interval_sec: initial small delay.
max_interval_sec: maximum delay between retries.
multiplier: factor for exponential increase.
"""
def __init__(self, min_interval_sec=10, max_interval_sec=600, multiplier=2):
"""Class constructor.
Args:
min_interval_sec: initial small delay.
max_interval_sec: maximum delay between retries.
multiplier: factor for exponential increase.
"""
self.min_interval_sec = min_interval_sec
self.max_interval_sec = max_interval_sec
self.multiplier = multiplier
self.Succeeded()
def Succeeded(self):
"""Resets the delay to minimum upon request success."""
self._current_interval_sec = self.min_interval_sec
def Failed(self):
"""Indicates that a request has failed.
Returns:
Time interval to wait before retrying (in seconds).
"""
interval = self._current_interval_sec
self._current_interval_sec = min(
self.max_interval_sec, self._current_interval_sec * self.multiplier)
return interval