What is the token bucket algorithm and how can I implement it?
The token bucket algorithm is a traffic shaping mechanism that controls data flow. It allows a certain amount of data to be sent at a specified rate.
Can you explain how the token bucket works in detail?
Sure! The token bucket has a fixed capacity and generates tokens at a constant rate. Each token allows a certain amount of data to be sent. If the bucket is full, excess tokens are discarded.
How do I implement this algorithm in Python?
You can implement it by creating a class that manages the token generation and consumption. Use a timer to add tokens at regular intervals and check for available tokens before sending data.
Are there any libraries that can help with this?
Yes, libraries like ratelimiter
or throttle
in Python can help you implement rate limiting using the token bucket algorithm.
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