# -*- coding: utf-8 -*- """ The MIT License (MIT) Copyright (c) 2015-2019 Rapptz Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. """ import time import random class ExponentialBackoff: """An implementation of the exponential backoff algorithm Provides a convenient interface to implement an exponential backoff for reconnecting or retrying transmissions in a distributed network. Once instantiated, the delay method will return the next interval to wait for when retrying a connection or transmission. The maximum delay increases exponentially with each retry up to a maximum of 2^10 * base, and is reset if no more attempts are needed in a period of 2^11 * base seconds. Parameters ---------- base: :class:`int` The base delay in seconds. The first retry-delay will be up to this many seconds. integral: :class:`bool` Set to ``True`` if whole periods of base is desirable, otherwise any number in between may be returned. """ def __init__(self, base=1, *, integral=False): self._base = base self._exp = 0 self._max = 10 self._reset_time = base * 2 ** 11 self._last_invocation = time.monotonic() # Use our own random instance to avoid messing with global one rand = random.Random() rand.seed() self._randfunc = rand.randrange if integral else rand.uniform def delay(self): """Compute the next delay Returns the next delay to wait according to the exponential backoff algorithm. This is a value between 0 and base * 2^exp where exponent starts off at 1 and is incremented at every invocation of this method up to a maximum of 10. If a period of more than base * 2^11 has passed since the last retry, the exponent is reset to 1. """ invocation = time.monotonic() interval = invocation - self._last_invocation self._last_invocation = invocation if interval > self._reset_time: self._exp = 0 self._exp = min(self._exp + 1, self._max) return self._randfunc(0, self._base * 2 ** self._exp)