Introduction to Limiter in Python
The limiter
module in Python is crucial for efficiently handling rate limiting in various applications, ensuring optimal performance and avoiding resource overuse. This guide will introduce you to the basic functionality of limiter
and provide extensive API examples and an application demonstration to help you get started.
Basic Setup
from limiter import Limiter limiter = Limiter(max_calls=10, period=60) # Allows 10 calls per 60 seconds @limiter.limit def my_function(): print("Function execution")
Customized Limits
from limiter import Limiter limiter = Limiter() @limiter.limit(max_calls=5, period=30) # Allows 5 calls per 30 seconds def my_custom_function(): print("Custom function execution")
Dynamic Limits
import random from limiter import Limiter def dynamic_rate_function(): return random.randint(1, 10) limiter = Limiter(rate_func=dynamic_rate_function) @limiter.limit def dynamically_limited_function(): print("Dynamically limited function")
Using Middleware
from limiter import Limiter, Middleware limiter = Limiter() middleware = Middleware(limiter) @middleware def middleware_limited_function(): print("Function execution with middleware")
Combination with Flask
Here’s how to integrate the limiter
module with a Flask application to control the rate of requests more effectively.
from flask import Flask from limiter import Limiter app = Flask(__name__) limiter = Limiter() @limiter.limit(max_calls=5, period=60) @app.route('/limited') def limited_route(): return "This route is limited to 5 hits per minute." if __name__ == '__main__': app.run()
Handling Limits Globally
from flask import Flask from limiter import Limiter app = Flask(__name__) limiter = Limiter(app, global_limit='100/minute') @app.route('/first') def first_route(): return "First route" @app.route('/second') def second_route(): return "Second route" if __name__ == '__main__': app.run()
Conclusion
The limiter
module is an essential tool for managing and optimizing the performance of your Python applications by preventing overuse of resources. The examples provided should help you get started with implementing limiter
in your projects effectively.
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