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
Do not save your drugs for later or share them with another person.
Ensure you complete your dosage as prescribed by a certified healthcare worker.
Play your part to prevent #AntimicrobialResistance.
Dear Healthcare Workers,
Remember that many infections present with similar signs and symptoms. Always maintain a high index of suspicion.
To prevent #AntimicrobialResistance, conduct a test before you treat a patient.
Dear Healthcare Workers,
Remember that many infections present with similar signs and symptoms. Always maintain a high index of suspicion.
To prevent #AntimicrobialResistance, conduct a test before you treat a patient.
#AntimicrobialResistance is a global health issue leading to the ineffectiveness of drugs against the illness they were developed to treat.
Health care practitioners should always conduct a test before prescribing treatment for a patient
Do not save your drugs for later or share them with another person.
Ensure you complete your dosage as prescribed by a healthcare worker.
Play your part to prevent #AntimicrobialResistance.
Do not save your drugs for later or share them with another individual
Complete your dosage as prescribed by a healthcare worker.
Play your part to prevent #AntimicrobialResistance.
#Antimicrobials are not always needed when you are feeling unwell.
Antibiotics should only be prescribed by healthcare professionals after an appropriate diagnostic test.
Be an #AntimicrobialResistance guardian.
#Antimicrobials are not always needed when you are feeling unwell.
Antibiotics should only be prescribed by healthcare professionals after an appropriate diagnostic test.
Be an #AntimicrobialResistance guardian
#Antimicrobials are not always needed when you are feeling unwell.
Antibiotics should only be prescribed by healthcare professionals after an appropriate diagnostic test.
Be an #AntimicrobialResistance guardian
#Antimicrobials are not always needed when you are feeling unwell.
Antibiotics should only be prescribed by healthcare professionals after an appropriate diagnostic test.
Be an #AntimicrobialResistance guardian
The misuse and overuse of #antibiotics💊 & other antimicrobials reduces their effectiveness in treating common infections in animals & humans.
Everyone has a role to play to help fight #AntimicrobialResistance, do your part!
Misuse or overuse of #antibiotics💊 & other antimicrobials can reduce their effectiveness in treating common infections in animals & humans.
Everyone has a role to play to help fight #AntimicrobialResistance, do your part!