# Copyright 2014-2016 OpenMarket Ltd # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import collections class Ratelimiter(object): """ Ratelimit message sending by user. """ def __init__(self): self.message_counts = collections.OrderedDict() def can_do_action(self, key, time_now_s, rate_hz, burst_count, update=True): """Can the entity (e.g. user or IP address) perform the action? Args: key: The key we should use when rate limiting. Can be a user ID (when sending events), an IP address, etc. time_now_s: The time now. rate_hz: The long term number of messages a user can send in a second. burst_count: How many messages the user can send before being limited. update (bool): Whether to update the message rates or not. This is useful to check if a message would be allowed to be sent before its ready to be actually sent. Returns: A pair of a bool indicating if they can send a message now and a time in seconds of when they can next send a message. """ self.prune_message_counts(time_now_s) message_count, time_start, _ignored = self.message_counts.get( key, (0., time_now_s, None), ) time_delta = time_now_s - time_start sent_count = message_count - time_delta * rate_hz if sent_count < 0: allowed = True time_start = time_now_s message_count = 1. elif sent_count > burst_count - 1.: allowed = False else: allowed = True message_count += 1 if update: self.message_counts[key] = ( message_count, time_start, rate_hz ) if rate_hz > 0: time_allowed = ( time_start + (message_count - burst_count + 1) / rate_hz ) if time_allowed < time_now_s: time_allowed = time_now_s else: time_allowed = -1 return allowed, time_allowed def prune_message_counts(self, time_now_s): for key in list(self.message_counts.keys()): message_count, time_start, rate_hz = ( self.message_counts[key] ) time_delta = time_now_s - time_start if message_count - time_delta * rate_hz > 0: break else: del self.message_counts[key]