search
HomeBackend DevelopmentPython TutorialAre Flask's Global Variables Thread-Safe?

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:

  1. Client 1 calls query(), incrementing param to 1.
  2. While Client 1's request is still in progress, the thread switches to Client 2.
  3. Client 2 calls query(), incrementing param to 2.
  4. The thread switches back to Client 1, returning 2 instead of the expected 1.
  5. 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!

Statement
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
How do you create multi-dimensional arrays using NumPy?How do you create multi-dimensional arrays using NumPy?Apr 29, 2025 am 12:27 AM

Create multi-dimensional arrays with NumPy can be achieved through the following steps: 1) Use the numpy.array() function to create an array, such as np.array([[1,2,3],[4,5,6]]) to create a 2D array; 2) Use np.zeros(), np.ones(), np.random.random() and other functions to create an array filled with specific values; 3) Understand the shape and size properties of the array to ensure that the length of the sub-array is consistent and avoid errors; 4) Use the np.reshape() function to change the shape of the array; 5) Pay attention to memory usage to ensure that the code is clear and efficient.

Is Tuple Comprehension possible in Python? If yes, how and if not why?Is Tuple Comprehension possible in Python? If yes, how and if not why?Apr 28, 2025 pm 04:34 PM

Article discusses impossibility of tuple comprehension in Python due to syntax ambiguity. Alternatives like using tuple() with generator expressions are suggested for creating tuples efficiently.(159 characters)

What are Modules and Packages in Python?What are Modules and Packages in Python?Apr 28, 2025 pm 04:33 PM

The article explains modules and packages in Python, their differences, and usage. Modules are single files, while packages are directories with an __init__.py file, organizing related modules hierarchically.

What is docstring in Python?What is docstring in Python?Apr 28, 2025 pm 04:30 PM

Article discusses docstrings in Python, their usage, and benefits. Main issue: importance of docstrings for code documentation and accessibility.

What is a lambda function?What is a lambda function?Apr 28, 2025 pm 04:28 PM

Article discusses lambda functions, their differences from regular functions, and their utility in programming scenarios. Not all languages support them.

What is a break, continue and pass in Python?What is a break, continue and pass in Python?Apr 28, 2025 pm 04:26 PM

Article discusses break, continue, and pass in Python, explaining their roles in controlling loop execution and program flow.

What is a pass in Python?What is a pass in Python?Apr 28, 2025 pm 04:25 PM

The article discusses the 'pass' statement in Python, a null operation used as a placeholder in code structures like functions and classes, allowing for future implementation without syntax errors.

Can we Pass a function as an argument in Python?Can we Pass a function as an argument in Python?Apr 28, 2025 pm 04:23 PM

Article discusses passing functions as arguments in Python, highlighting benefits like modularity and use cases such as sorting and decorators.

See all articles

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

Dreamweaver CS6

Dreamweaver CS6

Visual web development tools

WebStorm Mac version

WebStorm Mac version

Useful JavaScript development tools

Atom editor mac version download

Atom editor mac version download

The most popular open source editor

VSCode Windows 64-bit Download

VSCode Windows 64-bit Download

A free and powerful IDE editor launched by Microsoft

DVWA

DVWA

Damn Vulnerable Web App (DVWA) is a PHP/MySQL web application that is very vulnerable. Its main goals are to be an aid for security professionals to test their skills and tools in a legal environment, to help web developers better understand the process of securing web applications, and to help teachers/students teach/learn in a classroom environment Web application security. The goal of DVWA is to practice some of the most common web vulnerabilities through a simple and straightforward interface, with varying degrees of difficulty. Please note that this software