607 lines
20 KiB
Python
607 lines
20 KiB
Python
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# Copyright 2016-2018 Julien Danjou
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# Copyright 2017 Elisey Zanko
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# Copyright 2016 Étienne Bersac
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# Copyright 2016 Joshua Harlow
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# Copyright 2013-2014 Ray Holder
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import functools
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import sys
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import threading
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import time
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import typing as t
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import warnings
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from abc import ABC, abstractmethod
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from concurrent import futures
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from inspect import iscoroutinefunction
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# Import all built-in retry strategies for easier usage.
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from .retry import retry_base # noqa
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from .retry import retry_all # noqa
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from .retry import retry_always # noqa
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from .retry import retry_any # noqa
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from .retry import retry_if_exception # noqa
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from .retry import retry_if_exception_type # noqa
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from .retry import retry_if_exception_cause_type # noqa
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from .retry import retry_if_not_exception_type # noqa
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from .retry import retry_if_not_result # noqa
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from .retry import retry_if_result # noqa
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from .retry import retry_never # noqa
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from .retry import retry_unless_exception_type # noqa
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from .retry import retry_if_exception_message # noqa
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from .retry import retry_if_not_exception_message # noqa
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# Import all nap strategies for easier usage.
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from .nap import sleep # noqa
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from .nap import sleep_using_event # noqa
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# Import all built-in stop strategies for easier usage.
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from .stop import stop_after_attempt # noqa
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from .stop import stop_after_delay # noqa
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from .stop import stop_all # noqa
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from .stop import stop_any # noqa
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from .stop import stop_never # noqa
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from .stop import stop_when_event_set # noqa
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# Import all built-in wait strategies for easier usage.
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from .wait import wait_chain # noqa
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from .wait import wait_combine # noqa
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from .wait import wait_exponential # noqa
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from .wait import wait_fixed # noqa
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from .wait import wait_incrementing # noqa
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from .wait import wait_none # noqa
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from .wait import wait_random # noqa
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from .wait import wait_random_exponential # noqa
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from .wait import wait_random_exponential as wait_full_jitter # noqa
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from .wait import wait_exponential_jitter # noqa
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# Import all built-in before strategies for easier usage.
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from .before import before_log # noqa
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from .before import before_nothing # noqa
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# Import all built-in after strategies for easier usage.
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from .after import after_log # noqa
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from .after import after_nothing # noqa
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# Import all built-in after strategies for easier usage.
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from .before_sleep import before_sleep_log # noqa
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from .before_sleep import before_sleep_nothing # noqa
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try:
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import tornado
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except ImportError:
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tornado = None
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if t.TYPE_CHECKING:
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import types
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from .retry import RetryBaseT
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from .stop import StopBaseT
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from .wait import WaitBaseT
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WrappedFnReturnT = t.TypeVar("WrappedFnReturnT")
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WrappedFn = t.TypeVar("WrappedFn", bound=t.Callable[..., t.Any])
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class TryAgain(Exception):
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"""Always retry the executed function when raised."""
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NO_RESULT = object()
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class DoAttempt:
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pass
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class DoSleep(float):
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pass
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class BaseAction:
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"""Base class for representing actions to take by retry object.
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Concrete implementations must define:
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- __init__: to initialize all necessary fields
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- REPR_FIELDS: class variable specifying attributes to include in repr(self)
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- NAME: for identification in retry object methods and callbacks
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"""
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REPR_FIELDS: t.Sequence[str] = ()
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NAME: t.Optional[str] = None
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def __repr__(self) -> str:
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state_str = ", ".join(f"{field}={getattr(self, field)!r}" for field in self.REPR_FIELDS)
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return f"{self.__class__.__name__}({state_str})"
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def __str__(self) -> str:
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return repr(self)
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class RetryAction(BaseAction):
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REPR_FIELDS = ("sleep",)
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NAME = "retry"
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def __init__(self, sleep: t.SupportsFloat) -> None:
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self.sleep = float(sleep)
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_unset = object()
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def _first_set(first: t.Union[t.Any, object], second: t.Any) -> t.Any:
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return second if first is _unset else first
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class RetryError(Exception):
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"""Encapsulates the last attempt instance right before giving up."""
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def __init__(self, last_attempt: "Future") -> None:
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self.last_attempt = last_attempt
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super().__init__(last_attempt)
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def reraise(self) -> t.NoReturn:
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if self.last_attempt.failed:
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raise self.last_attempt.result()
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raise self
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def __str__(self) -> str:
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return f"{self.__class__.__name__}[{self.last_attempt}]"
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class AttemptManager:
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"""Manage attempt context."""
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def __init__(self, retry_state: "RetryCallState"):
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self.retry_state = retry_state
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def __enter__(self) -> None:
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pass
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def __exit__(
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self,
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exc_type: t.Optional[t.Type[BaseException]],
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exc_value: t.Optional[BaseException],
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traceback: t.Optional["types.TracebackType"],
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) -> t.Optional[bool]:
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if exc_type is not None and exc_value is not None:
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self.retry_state.set_exception((exc_type, exc_value, traceback))
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return True # Swallow exception.
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else:
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# We don't have the result, actually.
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self.retry_state.set_result(None)
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return None
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class BaseRetrying(ABC):
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def __init__(
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self,
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sleep: t.Callable[[t.Union[int, float]], None] = sleep,
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stop: "StopBaseT" = stop_never,
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wait: "WaitBaseT" = wait_none(),
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retry: "RetryBaseT" = retry_if_exception_type(),
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before: t.Callable[["RetryCallState"], None] = before_nothing,
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after: t.Callable[["RetryCallState"], None] = after_nothing,
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before_sleep: t.Optional[t.Callable[["RetryCallState"], None]] = None,
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reraise: bool = False,
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retry_error_cls: t.Type[RetryError] = RetryError,
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retry_error_callback: t.Optional[t.Callable[["RetryCallState"], t.Any]] = None,
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):
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self.sleep = sleep
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self.stop = stop
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self.wait = wait
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self.retry = retry
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self.before = before
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self.after = after
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self.before_sleep = before_sleep
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self.reraise = reraise
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self._local = threading.local()
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self.retry_error_cls = retry_error_cls
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self.retry_error_callback = retry_error_callback
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def copy(
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self,
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sleep: t.Union[t.Callable[[t.Union[int, float]], None], object] = _unset,
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stop: t.Union["StopBaseT", object] = _unset,
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wait: t.Union["WaitBaseT", object] = _unset,
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retry: t.Union[retry_base, object] = _unset,
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before: t.Union[t.Callable[["RetryCallState"], None], object] = _unset,
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after: t.Union[t.Callable[["RetryCallState"], None], object] = _unset,
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before_sleep: t.Union[t.Optional[t.Callable[["RetryCallState"], None]], object] = _unset,
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reraise: t.Union[bool, object] = _unset,
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retry_error_cls: t.Union[t.Type[RetryError], object] = _unset,
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retry_error_callback: t.Union[t.Optional[t.Callable[["RetryCallState"], t.Any]], object] = _unset,
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) -> "BaseRetrying":
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"""Copy this object with some parameters changed if needed."""
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return self.__class__(
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sleep=_first_set(sleep, self.sleep),
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stop=_first_set(stop, self.stop),
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wait=_first_set(wait, self.wait),
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retry=_first_set(retry, self.retry),
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before=_first_set(before, self.before),
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after=_first_set(after, self.after),
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before_sleep=_first_set(before_sleep, self.before_sleep),
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reraise=_first_set(reraise, self.reraise),
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retry_error_cls=_first_set(retry_error_cls, self.retry_error_cls),
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retry_error_callback=_first_set(retry_error_callback, self.retry_error_callback),
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)
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def __repr__(self) -> str:
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return (
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f"<{self.__class__.__name__} object at 0x{id(self):x} ("
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f"stop={self.stop}, "
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f"wait={self.wait}, "
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f"sleep={self.sleep}, "
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f"retry={self.retry}, "
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f"before={self.before}, "
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f"after={self.after})>"
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)
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@property
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def statistics(self) -> t.Dict[str, t.Any]:
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"""Return a dictionary of runtime statistics.
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This dictionary will be empty when the controller has never been
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ran. When it is running or has ran previously it should have (but
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may not) have useful and/or informational keys and values when
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running is underway and/or completed.
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.. warning:: The keys in this dictionary **should** be some what
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stable (not changing), but there existence **may**
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change between major releases as new statistics are
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gathered or removed so before accessing keys ensure that
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they actually exist and handle when they do not.
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.. note:: The values in this dictionary are local to the thread
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running call (so if multiple threads share the same retrying
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object - either directly or indirectly) they will each have
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there own view of statistics they have collected (in the
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future we may provide a way to aggregate the various
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statistics from each thread).
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"""
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try:
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return self._local.statistics # type: ignore[no-any-return]
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except AttributeError:
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self._local.statistics = t.cast(t.Dict[str, t.Any], {})
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return self._local.statistics
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def wraps(self, f: WrappedFn) -> WrappedFn:
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"""Wrap a function for retrying.
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:param f: A function to wraps for retrying.
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"""
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@functools.wraps(f)
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def wrapped_f(*args: t.Any, **kw: t.Any) -> t.Any:
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return self(f, *args, **kw)
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def retry_with(*args: t.Any, **kwargs: t.Any) -> WrappedFn:
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return self.copy(*args, **kwargs).wraps(f)
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wrapped_f.retry = self # type: ignore[attr-defined]
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wrapped_f.retry_with = retry_with # type: ignore[attr-defined]
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return wrapped_f # type: ignore[return-value]
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def begin(self) -> None:
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self.statistics.clear()
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self.statistics["start_time"] = time.monotonic()
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self.statistics["attempt_number"] = 1
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self.statistics["idle_for"] = 0
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def iter(self, retry_state: "RetryCallState") -> t.Union[DoAttempt, DoSleep, t.Any]: # noqa
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fut = retry_state.outcome
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if fut is None:
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if self.before is not None:
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self.before(retry_state)
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return DoAttempt()
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is_explicit_retry = fut.failed and isinstance(fut.exception(), TryAgain)
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if not (is_explicit_retry or self.retry(retry_state)):
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return fut.result()
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if self.after is not None:
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self.after(retry_state)
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self.statistics["delay_since_first_attempt"] = retry_state.seconds_since_start
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if self.stop(retry_state):
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if self.retry_error_callback:
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return self.retry_error_callback(retry_state)
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retry_exc = self.retry_error_cls(fut)
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if self.reraise:
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raise retry_exc.reraise()
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raise retry_exc from fut.exception()
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if self.wait:
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sleep = self.wait(retry_state)
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else:
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sleep = 0.0
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retry_state.next_action = RetryAction(sleep)
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retry_state.idle_for += sleep
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self.statistics["idle_for"] += sleep
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self.statistics["attempt_number"] += 1
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if self.before_sleep is not None:
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self.before_sleep(retry_state)
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return DoSleep(sleep)
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def __iter__(self) -> t.Generator[AttemptManager, None, None]:
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self.begin()
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retry_state = RetryCallState(self, fn=None, args=(), kwargs={})
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while True:
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do = self.iter(retry_state=retry_state)
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if isinstance(do, DoAttempt):
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yield AttemptManager(retry_state=retry_state)
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elif isinstance(do, DoSleep):
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retry_state.prepare_for_next_attempt()
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self.sleep(do)
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else:
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break
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@abstractmethod
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def __call__(
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self,
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fn: t.Callable[..., WrappedFnReturnT],
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*args: t.Any,
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**kwargs: t.Any,
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) -> WrappedFnReturnT:
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pass
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class Retrying(BaseRetrying):
|
||
|
|
"""Retrying controller."""
|
||
|
|
|
||
|
|
def __call__(
|
||
|
|
self,
|
||
|
|
fn: t.Callable[..., WrappedFnReturnT],
|
||
|
|
*args: t.Any,
|
||
|
|
**kwargs: t.Any,
|
||
|
|
) -> WrappedFnReturnT:
|
||
|
|
self.begin()
|
||
|
|
|
||
|
|
retry_state = RetryCallState(retry_object=self, fn=fn, args=args, kwargs=kwargs)
|
||
|
|
while True:
|
||
|
|
do = self.iter(retry_state=retry_state)
|
||
|
|
if isinstance(do, DoAttempt):
|
||
|
|
try:
|
||
|
|
result = fn(*args, **kwargs)
|
||
|
|
except BaseException: # noqa: B902
|
||
|
|
retry_state.set_exception(sys.exc_info()) # type: ignore[arg-type]
|
||
|
|
else:
|
||
|
|
retry_state.set_result(result)
|
||
|
|
elif isinstance(do, DoSleep):
|
||
|
|
retry_state.prepare_for_next_attempt()
|
||
|
|
self.sleep(do)
|
||
|
|
else:
|
||
|
|
return do # type: ignore[no-any-return]
|
||
|
|
|
||
|
|
|
||
|
|
if sys.version_info[1] >= 9:
|
||
|
|
FutureGenericT = futures.Future[t.Any]
|
||
|
|
else:
|
||
|
|
FutureGenericT = futures.Future
|
||
|
|
|
||
|
|
|
||
|
|
class Future(FutureGenericT):
|
||
|
|
"""Encapsulates a (future or past) attempted call to a target function."""
|
||
|
|
|
||
|
|
def __init__(self, attempt_number: int) -> None:
|
||
|
|
super().__init__()
|
||
|
|
self.attempt_number = attempt_number
|
||
|
|
|
||
|
|
@property
|
||
|
|
def failed(self) -> bool:
|
||
|
|
"""Return whether a exception is being held in this future."""
|
||
|
|
return self.exception() is not None
|
||
|
|
|
||
|
|
@classmethod
|
||
|
|
def construct(cls, attempt_number: int, value: t.Any, has_exception: bool) -> "Future":
|
||
|
|
"""Construct a new Future object."""
|
||
|
|
fut = cls(attempt_number)
|
||
|
|
if has_exception:
|
||
|
|
fut.set_exception(value)
|
||
|
|
else:
|
||
|
|
fut.set_result(value)
|
||
|
|
return fut
|
||
|
|
|
||
|
|
|
||
|
|
class RetryCallState:
|
||
|
|
"""State related to a single call wrapped with Retrying."""
|
||
|
|
|
||
|
|
def __init__(
|
||
|
|
self,
|
||
|
|
retry_object: BaseRetrying,
|
||
|
|
fn: t.Optional[WrappedFn],
|
||
|
|
args: t.Any,
|
||
|
|
kwargs: t.Any,
|
||
|
|
) -> None:
|
||
|
|
#: Retry call start timestamp
|
||
|
|
self.start_time = time.monotonic()
|
||
|
|
#: Retry manager object
|
||
|
|
self.retry_object = retry_object
|
||
|
|
#: Function wrapped by this retry call
|
||
|
|
self.fn = fn
|
||
|
|
#: Arguments of the function wrapped by this retry call
|
||
|
|
self.args = args
|
||
|
|
#: Keyword arguments of the function wrapped by this retry call
|
||
|
|
self.kwargs = kwargs
|
||
|
|
|
||
|
|
#: The number of the current attempt
|
||
|
|
self.attempt_number: int = 1
|
||
|
|
#: Last outcome (result or exception) produced by the function
|
||
|
|
self.outcome: t.Optional[Future] = None
|
||
|
|
#: Timestamp of the last outcome
|
||
|
|
self.outcome_timestamp: t.Optional[float] = None
|
||
|
|
#: Time spent sleeping in retries
|
||
|
|
self.idle_for: float = 0.0
|
||
|
|
#: Next action as decided by the retry manager
|
||
|
|
self.next_action: t.Optional[RetryAction] = None
|
||
|
|
|
||
|
|
@property
|
||
|
|
def seconds_since_start(self) -> t.Optional[float]:
|
||
|
|
if self.outcome_timestamp is None:
|
||
|
|
return None
|
||
|
|
return self.outcome_timestamp - self.start_time
|
||
|
|
|
||
|
|
def prepare_for_next_attempt(self) -> None:
|
||
|
|
self.outcome = None
|
||
|
|
self.outcome_timestamp = None
|
||
|
|
self.attempt_number += 1
|
||
|
|
self.next_action = None
|
||
|
|
|
||
|
|
def set_result(self, val: t.Any) -> None:
|
||
|
|
ts = time.monotonic()
|
||
|
|
fut = Future(self.attempt_number)
|
||
|
|
fut.set_result(val)
|
||
|
|
self.outcome, self.outcome_timestamp = fut, ts
|
||
|
|
|
||
|
|
def set_exception(
|
||
|
|
self, exc_info: t.Tuple[t.Type[BaseException], BaseException, "types.TracebackType| None"]
|
||
|
|
) -> None:
|
||
|
|
ts = time.monotonic()
|
||
|
|
fut = Future(self.attempt_number)
|
||
|
|
fut.set_exception(exc_info[1])
|
||
|
|
self.outcome, self.outcome_timestamp = fut, ts
|
||
|
|
|
||
|
|
def __repr__(self) -> str:
|
||
|
|
if self.outcome is None:
|
||
|
|
result = "none yet"
|
||
|
|
elif self.outcome.failed:
|
||
|
|
exception = self.outcome.exception()
|
||
|
|
result = f"failed ({exception.__class__.__name__} {exception})"
|
||
|
|
else:
|
||
|
|
result = f"returned {self.outcome.result()}"
|
||
|
|
|
||
|
|
slept = float(round(self.idle_for, 2))
|
||
|
|
clsname = self.__class__.__name__
|
||
|
|
return f"<{clsname} {id(self)}: attempt #{self.attempt_number}; slept for {slept}; last result: {result}>"
|
||
|
|
|
||
|
|
|
||
|
|
@t.overload
|
||
|
|
def retry(func: WrappedFn) -> WrappedFn:
|
||
|
|
...
|
||
|
|
|
||
|
|
|
||
|
|
@t.overload
|
||
|
|
def retry(
|
||
|
|
sleep: t.Callable[[t.Union[int, float]], t.Optional[t.Awaitable[None]]] = sleep,
|
||
|
|
stop: "StopBaseT" = stop_never,
|
||
|
|
wait: "WaitBaseT" = wait_none(),
|
||
|
|
retry: "RetryBaseT" = retry_if_exception_type(),
|
||
|
|
before: t.Callable[["RetryCallState"], None] = before_nothing,
|
||
|
|
after: t.Callable[["RetryCallState"], None] = after_nothing,
|
||
|
|
before_sleep: t.Optional[t.Callable[["RetryCallState"], None]] = None,
|
||
|
|
reraise: bool = False,
|
||
|
|
retry_error_cls: t.Type["RetryError"] = RetryError,
|
||
|
|
retry_error_callback: t.Optional[t.Callable[["RetryCallState"], t.Any]] = None,
|
||
|
|
) -> t.Callable[[WrappedFn], WrappedFn]:
|
||
|
|
...
|
||
|
|
|
||
|
|
|
||
|
|
def retry(*dargs: t.Any, **dkw: t.Any) -> t.Any:
|
||
|
|
"""Wrap a function with a new `Retrying` object.
|
||
|
|
|
||
|
|
:param dargs: positional arguments passed to Retrying object
|
||
|
|
:param dkw: keyword arguments passed to the Retrying object
|
||
|
|
"""
|
||
|
|
# support both @retry and @retry() as valid syntax
|
||
|
|
if len(dargs) == 1 and callable(dargs[0]):
|
||
|
|
return retry()(dargs[0])
|
||
|
|
else:
|
||
|
|
|
||
|
|
def wrap(f: WrappedFn) -> WrappedFn:
|
||
|
|
if isinstance(f, retry_base):
|
||
|
|
warnings.warn(
|
||
|
|
f"Got retry_base instance ({f.__class__.__name__}) as callable argument, "
|
||
|
|
f"this will probably hang indefinitely (did you mean retry={f.__class__.__name__}(...)?)"
|
||
|
|
)
|
||
|
|
r: "BaseRetrying"
|
||
|
|
if iscoroutinefunction(f):
|
||
|
|
r = AsyncRetrying(*dargs, **dkw)
|
||
|
|
elif tornado and hasattr(tornado.gen, "is_coroutine_function") and tornado.gen.is_coroutine_function(f):
|
||
|
|
r = TornadoRetrying(*dargs, **dkw)
|
||
|
|
else:
|
||
|
|
r = Retrying(*dargs, **dkw)
|
||
|
|
|
||
|
|
return r.wraps(f)
|
||
|
|
|
||
|
|
return wrap
|
||
|
|
|
||
|
|
|
||
|
|
from tenacity._asyncio import AsyncRetrying # noqa:E402,I100
|
||
|
|
|
||
|
|
if tornado:
|
||
|
|
from tenacity.tornadoweb import TornadoRetrying
|
||
|
|
|
||
|
|
|
||
|
|
__all__ = [
|
||
|
|
"retry_base",
|
||
|
|
"retry_all",
|
||
|
|
"retry_always",
|
||
|
|
"retry_any",
|
||
|
|
"retry_if_exception",
|
||
|
|
"retry_if_exception_type",
|
||
|
|
"retry_if_exception_cause_type",
|
||
|
|
"retry_if_not_exception_type",
|
||
|
|
"retry_if_not_result",
|
||
|
|
"retry_if_result",
|
||
|
|
"retry_never",
|
||
|
|
"retry_unless_exception_type",
|
||
|
|
"retry_if_exception_message",
|
||
|
|
"retry_if_not_exception_message",
|
||
|
|
"sleep",
|
||
|
|
"sleep_using_event",
|
||
|
|
"stop_after_attempt",
|
||
|
|
"stop_after_delay",
|
||
|
|
"stop_all",
|
||
|
|
"stop_any",
|
||
|
|
"stop_never",
|
||
|
|
"stop_when_event_set",
|
||
|
|
"wait_chain",
|
||
|
|
"wait_combine",
|
||
|
|
"wait_exponential",
|
||
|
|
"wait_fixed",
|
||
|
|
"wait_incrementing",
|
||
|
|
"wait_none",
|
||
|
|
"wait_random",
|
||
|
|
"wait_random_exponential",
|
||
|
|
"wait_full_jitter",
|
||
|
|
"wait_exponential_jitter",
|
||
|
|
"before_log",
|
||
|
|
"before_nothing",
|
||
|
|
"after_log",
|
||
|
|
"after_nothing",
|
||
|
|
"before_sleep_log",
|
||
|
|
"before_sleep_nothing",
|
||
|
|
"retry",
|
||
|
|
"WrappedFn",
|
||
|
|
"TryAgain",
|
||
|
|
"NO_RESULT",
|
||
|
|
"DoAttempt",
|
||
|
|
"DoSleep",
|
||
|
|
"BaseAction",
|
||
|
|
"RetryAction",
|
||
|
|
"RetryError",
|
||
|
|
"AttemptManager",
|
||
|
|
"BaseRetrying",
|
||
|
|
"Retrying",
|
||
|
|
"Future",
|
||
|
|
"RetryCallState",
|
||
|
|
"AsyncRetrying",
|
||
|
|
]
|