How to Run Background Tasks in FastAPI?
Background Task Execution in FastAPI
In FastAPI, developers may encounter a scenario where they need to run a function in the background, unrelated to their API. To achieve this, it's necessary to employ threading mechanisms.
Solution 1: Starting Thread before uvicorn.run
One approach involves starting the thread before invoking uvicorn.run, as uvicorn.run blocks the thread. This approach can be implemented as follows:
import time import threading from fastapi import FastAPI import uvicorn app = FastAPI() class BackgroundTasks(threading.Thread): def run(self,*args,**kwargs): while True: print('Hello') time.sleep(5) if __name__ == '__main__': t = BackgroundTasks() t.start() uvicorn.run(app, host="0.0.0.0", port=8000)
Alternatively, developers can leverage FastAPI's startup event to initiate the thread before the application's commencement:
@app.on_event("startup") async def startup_event(): t = BackgroundTasks() t.start()
Solution 2: Event Scheduler
Another option is to implement a recurring Event scheduler for the background task:
import sched, time from threading import Thread from fastapi import FastAPI import uvicorn app = FastAPI() s = sched.scheduler(time.time, time.sleep) def print_event(sc): print("Hello") sc.enter(5, 1, print_event, (sc,)) def start_scheduler(): s.enter(5, 1, print_event, (s,)) s.run() @app.on_event("startup") async def startup_event(): thread = Thread(target=start_scheduler) thread.start() if __name__ == '__main__': uvicorn.run(app, host="0.0.0.0", port=8000)
Solution 3: Using the Event Loop
For asynchronous background tasks (async def functions), developers can utilize the current event loop with the asyncio.create_task() function:
from asyncio import create_task from fastapi import FastAPI app = FastAPI() @app.on_event("startup") async def startup_task(): await create_task(print_task(5))
In this approach, the event loop is created when initiating the uvicorn server.
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