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""" Provides various throttling policies. """ import time from django.core.cache import cache as default_cache from django.core.exceptions import ImproperlyConfigured from rest_framework.settings import api_settings class BaseThrottle: """ Rate throttling of requests. """ def allow_request(self, request, view): """ Return `True` if the request should be allowed, `False` otherwise. """ raise NotImplementedError('.allow_request() must be overridden') def get_ident(self, request): """ Identify the machine making the request by parsing HTTP_X_FORWARDED_FOR if present and number of proxies is > 0. If not use all of HTTP_X_FORWARDED_FOR if it is available, if not use REMOTE_ADDR. """ xff = request.META.get('HTTP_X_FORWARDED_FOR') remote_addr = request.META.get('REMOTE_ADDR') num_proxies = api_settings.NUM_PROXIES if num_proxies is not None: if num_proxies == 0 or xff is None: return remote_addr addrs = xff.split(',') client_addr = addrs[-min(num_proxies, len(addrs))] return client_addr.strip() return ''.join(xff.split()) if xff else remote_addr def wait(self): """ Optionally, return a recommended number of seconds to wait before the next request. """ return None class SimpleRateThrottle(BaseThrottle): """ A simple cache implementation, that only requires `.get_cache_key()` to be overridden. The rate (requests / seconds) is set by a `rate` attribute on the View class. The attribute is a string of the form 'number_of_requests/period'. Period should be one of: ('s', 'sec', 'm', 'min', 'h', 'hour', 'd', 'day') Previous request information used for throttling is stored in the cache. """ cache = default_cache timer = time.time cache_format = 'throttle_%(scope)s_%(ident)s' scope = None THROTTLE_RATES = api_settings.DEFAULT_THROTTLE_RATES def __init__(self): if not getattr(self, 'rate', None): self.rate = self.get_rate() self.num_requests, self.duration = self.parse_rate(self.rate) def get_cache_key(self, request, view): """ Should return a unique cache-key which can be used for throttling. Must be overridden. May return `None` if the request should not be throttled. """ raise NotImplementedError('.get_cache_key() must be overridden') def get_rate(self): """ Determine the string representation of the allowed request rate. """ if not getattr(self, 'scope', None): msg = ("You must set either `.scope` or `.rate` for '%s' throttle" % self.__class__.__name__) raise ImproperlyConfigured(msg) try: return self.THROTTLE_RATES[self.scope] except KeyError: msg = "No default throttle rate set for '%s' scope" % self.scope raise ImproperlyConfigured(msg) def parse_rate(self, rate): """ Given the request rate string, return a two tuple of: <allowed number of requests>, <period of time in seconds> """ if rate is None: return (None, None) num, period = rate.split('/') num_requests = int(num) duration = {'s': 1, 'm': 60, 'h': 3600, 'd': 86400}[period[0]] return (num_requests, duration) def allow_request(self, request, view): """ Implement the check to see if the request should be throttled. On success calls `throttle_success`. On failure calls `throttle_failure`. """ if self.rate is None: return True self.key = self.get_cache_key(request, view) if self.key is None: return True self.history = self.cache.get(self.key, []) self.now = self.timer() # Drop any requests from the history which have now passed the # throttle duration while self.history and self.history[-1] <= self.now - self.duration: self.history.pop() if len(self.history) >= self.num_requests: return self.throttle_failure() return self.throttle_success() def throttle_success(self): """ Inserts the current request's timestamp along with the key into the cache. """ self.history.insert(0, self.now) self.cache.set(self.key, self.history, self.duration) return True def throttle_failure(self): """ Called when a request to the API has failed due to throttling. """ return False def wait(self): """ Returns the recommended next request time in seconds. """ if self.history: remaining_duration = self.duration - (self.now - self.history[-1]) else: remaining_duration = self.duration available_requests = self.num_requests - len(self.history) + 1 if available_requests <= 0: return None return remaining_duration / float(available_requests) class AnonRateThrottle(SimpleRateThrottle): """ Limits the rate of API calls that may be made by a anonymous users. The IP address of the request will be used as the unique cache key. """ scope = 'anon' def get_cache_key(self, request, view): if request.user.is_authenticated: return None # Only throttle unauthenticated requests. return self.cache_format % { 'scope': self.scope, 'ident': self.get_ident(request) } class UserRateThrottle(SimpleRateThrottle): """ Limits the rate of API calls that may be made by a given user. The user id will be used as a unique cache key if the user is authenticated. For anonymous requests, the IP address of the request will be used. """ scope = 'user' def get_cache_key(self, request, view): if request.user.is_authenticated: ident = request.user.pk else: ident = self.get_ident(request) return self.cache_format % { 'scope': self.scope, 'ident': ident } class ScopedRateThrottle(SimpleRateThrottle): """ Limits the rate of API calls by different amounts for various parts of the API. Any view that has the `throttle_scope` property set will be throttled. The unique cache key will be generated by concatenating the user id of the request, and the scope of the view being accessed. """ scope_attr = 'throttle_scope' def __init__(self): # Override the usual SimpleRateThrottle, because we can't determine # the rate until called by the view. pass def allow_request(self, request, view): # We can only determine the scope once we're called by the view. self.scope = getattr(view, self.scope_attr, None) # If a view does not have a `throttle_scope` always allow the request if not self.scope: return True # Determine the allowed request rate as we normally would during # the `__init__` call. self.rate = self.get_rate() self.num_requests, self.duration = self.parse_rate(self.rate) # We can now proceed as normal. return super().allow_request(request, view) def get_cache_key(self, request, view): """ If `view.throttle_scope` is not set, don't apply this throttle. Otherwise generate the unique cache key by concatenating the user id with the '.throttle_scope` property of the view. """ if request.user.is_authenticated: ident = request.user.pk else: ident = self.get_ident(request) return self.cache_format % { 'scope': self.scope, 'ident': ident }