Created
November 11, 2024 21:20
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python rate limiting
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class RateLimiter: | |
def __init__( | |
self, *, name: str, max_requests_per_period: int, period_duration_secs: int | |
): | |
self.__name = name | |
self.__max_requests_per_period = max_requests_per_period | |
self.__semaphore = asyncio.Semaphore(max_requests_per_period) | |
self.__period_duration_secs = period_duration_secs | |
T = TypeVar("T") | |
async def call(self, coroutine: T | Awaitable[T]) -> T: | |
print( | |
f"Acquiring rate-limit token for {self.__name} (max {self.__max_requests_per_period} per {self.__period_duration_secs} secs)" | |
) | |
await self.__semaphore.acquire() | |
asyncio.create_task(self.__wait_and_release()) | |
if isinstance(coroutine, Awaitable): | |
return await coroutine | |
return coroutine | |
async def __wait_and_release(self): | |
await asyncio.sleep(self.__period_duration_secs) | |
self.__semaphore.release() | |
# Client-side rate limiter, since we currently have a 5x/minute rate limit on AWS Bedrock | |
# https://gloo-global.slack.com/archives/C03KV1PJ6EM/p1731353768431689 | |
max_five_times_per_minute = RateLimiter( | |
name="AWS Bedrock", max_requests_per_period=5, period_duration_secs=1 | |
) |
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