Home Backend Development Python Tutorial How to Run Background Tasks in FastAPI?

How to Run Background Tasks in FastAPI?

Dec 18, 2024 pm 12:03 PM

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)
Copy after login

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()
Copy after login

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)
Copy after login

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))
Copy after login

In this approach, the event loop is created when initiating the uvicorn server.

The above is the detailed content of How to Run Background Tasks in FastAPI?. For more information, please follow other related articles on the PHP Chinese website!

Statement of this Website
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn

Hot AI Tools

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Undress AI Tool

Undress AI Tool

Undress images for free

Clothoff.io

Clothoff.io

AI clothes remover

Video Face Swap

Video Face Swap

Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Tools

Notepad++7.3.1

Notepad++7.3.1

Easy-to-use and free code editor

SublimeText3 Chinese version

SublimeText3 Chinese version

Chinese version, very easy to use

Zend Studio 13.0.1

Zend Studio 13.0.1

Powerful PHP integrated development environment

Dreamweaver CS6

Dreamweaver CS6

Visual web development tools

SublimeText3 Mac version

SublimeText3 Mac version

God-level code editing software (SublimeText3)

How to avoid being detected by the browser when using Fiddler Everywhere for man-in-the-middle reading? How to avoid being detected by the browser when using Fiddler Everywhere for man-in-the-middle reading? Apr 02, 2025 am 07:15 AM

How to avoid being detected when using FiddlerEverywhere for man-in-the-middle readings When you use FiddlerEverywhere...

How to solve permission issues when using python --version command in Linux terminal? How to solve permission issues when using python --version command in Linux terminal? Apr 02, 2025 am 06:36 AM

Using python in Linux terminal...

How to teach computer novice programming basics in project and problem-driven methods within 10 hours? How to teach computer novice programming basics in project and problem-driven methods within 10 hours? Apr 02, 2025 am 07:18 AM

How to teach computer novice programming basics within 10 hours? If you only have 10 hours to teach computer novice some programming knowledge, what would you choose to teach...

How to get news data bypassing Investing.com's anti-crawler mechanism? How to get news data bypassing Investing.com's anti-crawler mechanism? Apr 02, 2025 am 07:03 AM

Understanding the anti-crawling strategy of Investing.com Many people often try to crawl news data from Investing.com (https://cn.investing.com/news/latest-news)...

Python 3.6 loading pickle file error ModuleNotFoundError: What should I do if I load pickle file '__builtin__'? Python 3.6 loading pickle file error ModuleNotFoundError: What should I do if I load pickle file '__builtin__'? Apr 02, 2025 am 06:27 AM

Loading pickle file in Python 3.6 environment error: ModuleNotFoundError:Nomodulenamed...

What is the reason why pipeline files cannot be written when using Scapy crawler? What is the reason why pipeline files cannot be written when using Scapy crawler? Apr 02, 2025 am 06:45 AM

Discussion on the reasons why pipeline files cannot be written when using Scapy crawlers When learning and using Scapy crawlers for persistent data storage, you may encounter pipeline files...

See all articles