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Easily rate limit async requests to API using credits, computation unit per second (CUPS) or request units, in addition to those just counting the number of requests per time unit

Project description

Credit Rate Limiter

Easily rate limit async requests to API using credits, computation unit per second (CUPS) or request units, in addition to those just counting the number of requests per time unit

Overview

Some APIs enforce a rate limit based on credits (or computation unit per second (CUPS) or request units). Meaning the call to an endpoint may not weigh as the call to another one. For example, let's consider a "Compute Unit Costs" sample from an actual crypto related API:

Method Compute Units
eth_chainId 0
eth_blockNumber 10
eth_getTransactionReceipt 15
eth_getBalance 19
eth_call 26
eth_estimateGas 87
eth_sendRawTransaction 250

It is clear that calling some methods will impact your rate limit more than some others!

This library aims to provide an easy way to limit the rate at which an async function or method can be called, considering its own credit cost and the credits already used for a given period. It also supports rate limitation just based on number of calls. Finally, you can "group" calls so requesting one API does not impact the rate limit of another one.

Installation

pip install credit-rate-limit

Usage

This library provides 2 "Rate Limiters":

  • CreditRateLimiter: for APIs that use credits, computation unit per second (CUPS), request units ...
  • CountRateLimiter: for APIs that just counts the number of calls per time unit.

Once the "Rate Limiter" is built, you just have to add the decorator throughput to the functions or methods you wish to limit.

Examples

from credit_rate_limit import CreditRateLimiter, throughput

credit_rate_limiter = CreditRateLimiter(200, 1)  # the API allows 200 credits per 1 second

@throughput(credit_rate_limiter, request_credits=40)  # this function costs 40 credits to call
async def request_api():
    ...

If you wish to define a "Rate Limiter" as a class attribute, just gives its name as a str to the decorator:

from credit_rate_limit import CreditRateLimiter, throughput

class MyClass:
    def __init__(self):
        self.my_credit_rate_limiter = CreditRateLimiter(200, 1)

    # @throughput(self.my_credit_rate_limiter, request_credits=40)  /!\ Error: self is unknown here !!
    @throughput(attribute_name="my_credit_rate_limiter", request_credits=40)
    async def request_api(self):
        ...

CountRateLimiter can be used in the same way, albeit without request_credits. For example:

from credit_rate_limit import CountRateLimiter, throughput

credit_rate_limiter = CountRateLimiter(5, 1)  # the API allows 5 requests per 1 second


@throughput(credit_rate_limiter)
async def request_api():
    ...

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