How do I implement the leaky bucket algorithm?

Can you explain how to implement the leaky bucket algorithm?

Sure! The leaky bucket algorithm is used for rate limiting. It allows a certain amount of data to be processed at a steady rate.

What are the main components I need to consider for this implementation?

You'll need to define the bucket size, the leak rate, and how to handle incoming requests when the bucket is full.

Can you provide a simple code example?

Absolutely! Here's a basic Python implementation:

class LeakyBucket:
    def __init__(self, capacity, leak_rate):
        self.capacity = capacity
        self.leak_rate = leak_rate
        self.current_level = 0

    def add(self, amount):
        self.current_level = max(0, self.current_level - self.leak_rate)
        if self.current_level + amount <= self.capacity:
            self.current_level += amount
            return True
        return False

How do I test if my implementation is working correctly?

You can simulate requests at different rates and check if the bucket correctly limits the incoming requests based on the defined parameters.