Why is FastAPI's UploadFile Slow Compared to Flask?
FastAPI UploadFile is Slow Compared to Flask
Issue
Uploading a 100 MB file using FastAPI and Python requests takes approximately 128 seconds, significantly slower than the 0.5 seconds it takes when using Flask.
Response
The difference in upload time is primarily due to the way data is handled in FastAPI compared to Flask. When handling file uploads, FastAPI utilizes a SpooledTemporaryFile with a default maximum size of 1 MB for incoming request data. When the file size exceeds 1 MB, the data is written to a temporary file on disk, resulting in a slower upload process.
Potential Solutions
1. Synchronous File Writing
Define the endpoint using the regular def keyword instead of the async def keyword and write the file synchronously.
2. Asynchronous Writing (Using aiofiles)
Define the endpoint using the async def keyword and use aiofiles for asynchronous file writing. This approach requires awaiting the file operations to complete.
3. Using request.stream()
Access the request body as a stream using request.stream(). This method allows chunks of data to be processed without storing the entire body in memory or on disk, improving upload performance.
Key Recommendations
For optimal performance when uploading larger files, consider using the request.stream() method. This approach bypasses the 1 MB maximum size limitation and allows for direct processing of data chunks without additional write/read operations.
The above is the detailed content of Why is FastAPI's UploadFile Slow Compared to Flask?. For more information, please follow other related articles on the PHP Chinese website!

Hot AI Tools

Undresser.AI Undress
AI-powered app for creating realistic nude photos

AI Clothes Remover
Online AI tool for removing clothes from photos.

Undress AI Tool
Undress images for free

Clothoff.io
AI clothes remover

AI Hentai Generator
Generate AI Hentai for free.

Hot Article

Hot Tools

Notepad++7.3.1
Easy-to-use and free code editor

SublimeText3 Chinese version
Chinese version, very easy to use

Zend Studio 13.0.1
Powerful PHP integrated development environment

Dreamweaver CS6
Visual web development tools

SublimeText3 Mac version
God-level code editing software (SublimeText3)

Hot Topics



Solution to permission issues when viewing Python version in Linux terminal When you try to view Python version in Linux terminal, enter python...

When using Python's pandas library, how to copy whole columns between two DataFrames with different structures is a common problem. Suppose we have two Dats...

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 does Uvicorn continuously listen for HTTP requests? Uvicorn is a lightweight web server based on ASGI. One of its core functions is to listen for HTTP requests and proceed...

In Python, how to dynamically create an object through a string and call its methods? This is a common programming requirement, especially if it needs to be configured or run...

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

The article discusses popular Python libraries like NumPy, Pandas, Matplotlib, Scikit-learn, TensorFlow, Django, Flask, and Requests, detailing their uses in scientific computing, data analysis, visualization, machine learning, web development, and H

Fastapi ...
