Недавно делал быстрый прототип асинхронного приложения в котором требовалось вызывать много синхронного кода. Да, я знаю, что это не лучший дизайн, но нужно было быстрое решение на один процесс и без очередей. Поэтому я выполнял код в потоках.
Выглядело это примерно так:
from fastapi.concurrency import run_in_threadpool
async def execute(data: DataRequest) -> DataResponse:
try:
result = await run_in_threadpool(sync_function, data)
return DataResponse(data=result)
except Exception as e:
return DataResponse(
error=str(e),
success=False,
)
В общем работает нормально. Для всех вызовов под капотом используется общий тредпул, всё работает предсказуемо.
Но потребовалось изменить количество запускаемых в пуле потоков (по умолчанию создается 40 воркеров).
Так как дело происходит с FastAPI, делается это через lifespan используя настройки anyio:
import anyio
@asynccontextmanager
async def lifespan(app: FastAPI):
limiter = anyio.to_thread.current_default_thread_limiter()
limiter.total_tokens = 100
yield
# если вдруг нужно вернуть обратно
limiter.total_tokens = 40
Зачем менять количество воркеров?
- уменьшить, если оперативки мало (один тред занимает ~8мб)
- увеличить чтобы выдержать нагрузку
Если есть предложения получше при тех же вводных - предлагайте😉
#async
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This activity will be very useful for everyone who plays Bombie. All you need to do is subscribe to Bombie's TG and Twitter. You will also need the Bombie UID — it is behind the avatar on the left bottom corner.
🎁200 Random Winners Will Share $3,000 in $TON
🛷3,000 Random Winners Will Share $7,000 In-Game BTC and Airdrop Boxes
Follow the instructions to earn points. The more points you earn, the more chances you have to win prizes!
‼️ Make sure your #Twitter account has a profile photo, otherwise it will be flagged as a spam.
Deadline: December 20, 00:00 (UTC+8)
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Disclaimer: Please do your own research before joining to any airdrops project, also airdrop is 100% free. Don't send any fee or penny for receiving airdrop tokens. Just join airdrop free!