pylimit

A distributed rate limiting library for python using leaky bucket algorithm and Redis

Prerequisites

This library makes use of Redis and needs it as a prerequisite. Redis sentinel is also supported. Make sure that Redis server is running before using this library

Installation

pip install pylimit

Example

For this example, let's assume that redis hostname is 'localhost' and port number is 6379 Suppose you want to limit the number of api calls to be 1000 per minute. It can be done by the following steps.

1.) Import the library

from pylimit import PyRateLimit

2.) Initialize the library

PyRateLimit.init(redis_host="localhost", redis_port=6379)

3.) Create a rate limit namespace

limit = PyRateLimit()
limit.create(60,                    # rate limit period in seconds
             100)                   # no of attempts in the time period

4.) Record ant attempt and check if it is allowed or not

is_allowed = limit.attempt('api_count')   # will return true if number of attempts
                                          # are less than or equal to 1000 in last 1 minute,
                                          # false otherwise

5.) In order to check if a namespace is already rate limited or not

is_rate_limited = limit.is_rate_limited('api_count')  # will return true if this namespace is already rate limited, false otherwise

Reference

https://engineering.classdojo.com/blog/2015/02/06/rolling-rate-limiter/