Python中的retry
目录
1、通过语言特性实现:
1 2 3 4 5 6 7 | for i in range ( 0 , 100 ): while True : try : # do stuff except SomeSpecificException: continue break |
2、通过第三方库实现:
pip install retry
参数介绍:
1 2 3 4 5 6 7 8 9 10 11 12 13 | def retry(exceptions = Exception, tries = - 1 , delay = 0 , max_delay = None , backoff = 1 , jitter = 0 , logger = logging_logger): """Return a retry decorator. :param exceptions: an exception or a tuple of exceptions to catch. default: Exception. :param tries: the maximum number of attempts. default: -1 (infinite). :param delay: initial delay between attempts. default: 0. :param max_delay: the maximum value of delay. default: None (no limit). :param backoff: multiplier applied to delay between attempts. default: 1 (no backoff). :param jitter: extra seconds added to delay between attempts. default: 0. fixed if a number, random if a range tuple (min, max) :param logger: logger.warning(fmt, error, delay) will be called on failed attempts. default: retry.logging_logger. if None, logging is disabled. """ |
案例:
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 | from retry import retry @retry () def make_trouble(): '''Retry until succeed''' @retry (ZeroDivisionError, tries = 3 , delay = 2 ) def make_trouble(): '''Retry on ZeroDivisionError, raise error after 3 attempts, sleep 2 seconds between attempts.''' @retry ((ValueError, TypeError), delay = 1 , backoff = 2 ) def make_trouble(): '''Retry on ValueError or TypeError, sleep 1, 2, 4, 8, ... seconds between attempts.''' @retry ((ValueError, TypeError), delay = 1 , backoff = 2 , max_delay = 4 ) def make_trouble(): '''Retry on ValueError or TypeError, sleep 1, 2, 4, 4, ... seconds between attempts.''' @retry (ValueError, delay = 1 , jitter = 1 ) def make_trouble(): '''Retry on ValueError, sleep 1, 2, 3, 4, ... seconds between attempts.''' # If you enable logging, you can get warnings like 'ValueError, retrying in # 1 seconds' if __name__ = = '__main__' : import logging logging.basicConfig() make_trouble() |
参考:https://pypi.python.org/pypi/retry
https://stackoverflow.com/questions/2083987/how-to-retry-after-exception-in-python
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