voussoirkit/voussoirkit/ratelimiter.py

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import threading
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import time
class Ratelimiter:
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'''
The Ratelimiter class is used to limit how often you perform some other
action. Just create a Ratelimiter object with the allowance you need, then
call `limit()` before doing the thing you wish to ratelimit.
Example:
download_limiter = Ratelimiter(allowance=1, period=3)
for file_url in file_urls:
download_limiter.limit()
download(file_url)
'''
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def __init__(self, allowance, period=1, operation_cost=1, mode='sleep'):
'''
allowance:
Our spending balance per `period` seconds.
period:
The number of seconds over which we can perform `allowance` operations.
operation_cost:
The default amount to remove from our balance after each operation.
Pass a `cost` parameter to `self.limit` to use a nondefault value.
mode:
'sleep':
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If we do not have the balance for an operation, sleep until we
do. Then return True every time.
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'reject':
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If we do not have the balance for an operation, do nothing and
return False. Otherwise subtract the cost and return True.
Although (allowance=1, period=1) and (allowance=30, period=30) can both
be described as "once per second", the latter allows for much greater
burstiness of operation. You could spend the whole allowance in a
single second, then relax for 29 seconds, for example.
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'''
if mode not in ('sleep', 'reject'):
raise ValueError(f'Invalid mode {repr(mode)}.')
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self.allowance = allowance
self.period = period
self.operation_cost = operation_cost
self.mode = mode
self.lock = threading.Lock()
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self.last_operation = time.time()
self.balance = 0
@property
def gain_rate(self):
return self.allowance / self.period
def _limit(self, cost):
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time_diff = time.time() - self.last_operation
self.balance += time_diff * self.gain_rate
self.balance = min(self.balance, self.allowance)
if self.balance >= cost:
self.balance -= cost
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successful = True
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elif self.mode == 'reject':
successful = False
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else:
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deficit = cost - self.balance
time_needed = deficit / self.gain_rate
time.sleep(time_needed)
self.balance = 0
successful = True
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self.last_operation = time.time()
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return successful
def limit(self, cost=None):
'''
See the main class docstring for info about cost and mode behavior.
'''
if cost is None:
cost = self.operation_cost
with self.lock:
return self._limit(cost)