django-rest-framework/djangorestframework/throttling.py

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from django.core.cache import cache
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from djangorestframework.settings import api_settings
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import time
class BaseThrottle(object):
"""
Rate throttling of requests.
"""
def __init__(self, view=None):
"""
All throttles hold a reference to the instantiating view.
"""
self.view = view
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def allow_request(self, request):
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"""
Return `True` if the request should be allowed, `False` otherwise.
"""
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raise NotImplementedError('.allow_request() must be overridden')
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def wait(self):
"""
Optionally, return a recommeded number of seconds to wait before
the next request.
"""
return None
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class SimpleRateThottle(BaseThrottle):
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"""
A simple cache implementation, that only requires `.get_cache_key()`
to be overridden.
The rate (requests / seconds) is set by a :attr:`throttle` attribute
on the :class:`.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.
"""
timer = time.time
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settings = api_settings
cache_format = '%(class)s_%(scope)s_%(ident)s'
scope = None
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def __init__(self, view):
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super(SimpleRateThottle, self).__init__(view)
rate = self.get_rate_description()
self.num_requests, self.duration = self.parse_rate_description(rate)
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def get_cache_key(self, request):
"""
Should return a unique cache-key which can be used for throttling.
Must be overridden.
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May return `None` if the request should not be throttled.
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"""
raise NotImplementedError('.get_cache_key() must be overridden')
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def get_rate_description(self):
"""
Determine the string representation of the allowed request rate.
"""
try:
return self.rate
except AttributeError:
return self.settings.DEFAULT_THROTTLE_RATES.get(self.scope)
def parse_rate_description(self, rate):
"""
Given the request rate string, return a two tuple of:
<allowed number of requests>, <period of time in seconds>
"""
assert rate, "No throttle rate set for '%s'" % self.__class__.__name__
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):
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"""
Implement the check to see if the request should be throttled.
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On success calls `throttle_success`.
On failure calls `throttle_failure`.
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"""
self.key = self.get_cache_key(request)
self.history = 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)
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
return remaining_duration / float(available_requests)
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class AnonRateThrottle(SimpleRateThottle):
"""
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 unqiue cache key.
"""
scope = 'anon'
def get_cache_key(self, request):
if request.user.is_authenticated():
return None # Only throttle unauthenticated requests.
ident = request.META.get('REMOTE_ADDR', None)
return self.cache_format % {
'class': self.__class__.__name__,
'scope': self.scope,
'ident': ident
}
class UserRateThrottle(SimpleRateThottle):
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"""
Limits the rate of API calls that may be made by a given user.
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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
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be used.
"""
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scope = 'user'
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def get_cache_key(self, request):
if request.user.is_authenticated():
ident = request.user.id
else:
ident = request.META.get('REMOTE_ADDR', None)
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return self.cache_format % {
'class': self.__class__.__name__,
'scope': self.scope,
'ident': ident
}
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class ScopedRateThrottle(SimpleRateThottle):
"""
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.
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"""
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def __init__(self, view):
"""
Scope is determined from the view being accessed.
"""
self.scope = getattr(self.view, 'throttle_scope', None)
super(ScopedRateThrottle, self).__init__(view)
def parse_rate_description(self, rate):
"""
Subclassed so that we don't fail if `view.throttle_scope` is not set.
"""
if not rate:
return (None, None)
return super(ScopedRateThrottle, self).parse_rate_description(rate)
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def get_cache_key(self, request):
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"""
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 not self.scope:
return None # Only throttle views with `.throttle_scope` set.
if request.user.is_authenticated():
ident = request.user.id
else:
ident = request.META.get('REMOTE_ADDR', None)
return self.cache_format % {
'class': self.__class__.__name__,
'scope': self.scope,
'ident': ident
}