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retry.py
from asyncio import sleep from typing import TYPE_CHECKING, Any, Awaitable, Callable, Tuple, Type, TypeVar from redis.exceptions import ConnectionError, RedisError, TimeoutError if TYPE_CHECKING: from redis.backoff import AbstractBackoff T = TypeVar("T") class Retry: """Retry a specific number of times after a failure""" __slots__ = "_backoff", "_retries", "_supported_errors" def __init__( self, backoff: "AbstractBackoff", retries: int, supported_errors: Tuple[Type[RedisError], ...] = ( ConnectionError, TimeoutError, ), ): """ Initialize a `Retry` object with a `Backoff` object that retries a maximum of `retries` times. `retries` can be negative to retry forever. You can specify the types of supported errors which trigger a retry with the `supported_errors` parameter. """ self._backoff = backoff self._retries = retries self._supported_errors = supported_errors async def call_with_retry( self, do: Callable[[], Awaitable[T]], fail: Callable[[RedisError], Any] ) -> T: """ Execute an operation that might fail and returns its result, or raise the exception that was thrown depending on the `Backoff` object. `do`: the operation to call. Expects no argument. `fail`: the failure handler, expects the last error that was thrown """ self._backoff.reset() failures = 0 while True: try: return await do() except self._supported_errors as error: failures += 1 await fail(error) if self._retries >= 0 and failures > self._retries: raise error backoff = self._backoff.compute(failures) if backoff > 0: await sleep(backoff)