Are Flask's Global Variables Thread-Safe?
Are Global Variables Thread-Safe in Flask?
In Flask applications, maintaining data consistency is crucial when handling concurrent requests. Using global variables to store shared data can introduce thread safety issues.
Unsafe Use of Global Variables
Consider the following example:
class SomeObj(): def __init__(self, param): self.param = param def query(self): self.param += 1 return self.param global_obj = SomeObj(0) @app.route('/') def home(): flash(global_obj.query()) render_template('index.html')
When multiple clients request this route simultaneously, the expected result is a unique number for each client (e.g., 1, 2, 3...). However, due to thread interleaving, the following race condition may occur:
- Client 1 calls query(), incrementing param to 1.
- While Client 1's request is still in progress, the thread switches to Client 2.
- Client 2 calls query(), incrementing param to 2.
- The thread switches back to Client 1, returning 2 instead of the expected 1.
- Client 2 returns 3, skipping the number 2.
Alternatives to Global Variables
To avoid thread safety issues, consider the following alternatives:
- External Data Source: Use a database, memcached, or Redis to store global data outside of Flask.
- Multiprocessing.Manager: When working with Python data, use multiprocessing.Manager to share data across processes.
- Session Object: Use Flask's session object for user-specific data that needs to persist between requests.
Other Considerations
- When running the development server, thread safety issues may not be apparent due to its single-threaded nature.
- Async WSGI servers, such as gevent, do not guarantee thread safety for global variables.
- For request-specific data storage, consider using Flask's g object.
The above is the detailed content of Are Flask's Global Variables Thread-Safe?. 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

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

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...

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

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...

Fastapi ...

Using python in Linux terminal...

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)...
