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Python decorator for throttling and ramping function calls.
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from datetime import datetime, timedelta | |
from functools import wraps | |
class throttle(object): | |
""" | |
Decorator that prevents a function from being called more than once every | |
time period. | |
To create a function that cannot be called more than once a minute: | |
@throttle(minutes=1) | |
def my_fun(): | |
pass | |
""" | |
def __init__(self, seconds=0, minutes=0, hours=0): | |
self.throttle_period = timedelta( | |
seconds=seconds, minutes=minutes, hours=hours | |
) | |
self.time_of_last_call = datetime.min | |
def __call__(self, fn): | |
@wraps(fn) | |
def wrapper(*args, **kwargs): | |
now = datetime.now() | |
time_since_last_call = now - self.time_of_last_call | |
if time_since_last_call > self.throttle_period: | |
self.time_of_last_call = now | |
return fn(*args, **kwargs) | |
return wrapper | |
class multi_throttle(object): | |
"""Forked from https://gist.github.com/ChrisTM/5834503""" | |
# FIXME: needs testing | |
def __init__(self, seconds=0, minutes=0, hours=0, minimum=None, blocking=False): | |
self.throttle_period = timedelta(seconds=seconds, minutes=minutes, hours=hours) if (seconds or minutes or hours) else None | |
self.minimum_throttle_period = timedelta(**minimum) if minimum else None | |
self.time_of_last_call = datetime.min | |
assert not blocking | |
def __call__(self, fn): | |
@wraps(fn) | |
def wrapper(*args, **kwargs): | |
now = datetime.now() | |
time_since_last_call = now - self.time_of_last_call | |
# if self.blocking and self.throttle_period: | |
# time_left = self.throttle_period - time_since_last_call | |
# if time_left > timedelta(seconds=0): | |
# time.sleep(time_left.seconds) | |
if (self.throttle_period and time_since_last_call > self.throttle_period) or (self.minimum_throttle_period and time_since_last_call < self.minimum_throttle_period): | |
self.time_of_last_call = now | |
return fn(*args, **kwargs) | |
return wrapper | |
class ramp_single(object): | |
# FIXME: needs testing | |
def __init__(self, seconds=0, minutes=0, hours=0): | |
self.ramp_period = timedelta( | |
seconds=seconds, minutes=minutes, hours=hours | |
) | |
self.time_of_last_call = datetime.min | |
def __call__(self, fn): | |
@wraps(fn) | |
def wrapper(*args, **kwargs): | |
now = datetime.now() | |
time_since_last_call = now - self.time_of_last_call | |
if time_since_last_call > self.ramp_period: | |
self.time_of_last_call = now | |
return fn(*args, **kwargs) | |
return wrapper | |
class ramp(object): | |
""" | |
Decorator that executes a function if it's called at least count times every time period. | |
""" | |
def __init__(self, count=2, seconds=0, minutes=0, hours=0): | |
self.times = collections.deque(maxlen=count) | |
self.ramp_period = timedelta(seconds=seconds, minutes=minutes, hours=hours) | |
def __call__(self, fn): | |
@wraps(fn) | |
def wrapper(*args, **kwargs): | |
now = datetime.now() | |
self.times.append(now) | |
while self.times and self.times[0] < (now - self.ramp_period): | |
self.times.popleft() | |
if len(self.times) == self.times.maxlen: | |
return fn(*args, **kwargs) | |
return wrapper | |
""" | |
@mode.throttle(minutes=1) | |
def ringer(): | |
print "ringer()" | |
@mode.ramp(3, minutes=1) | |
def ringer(): | |
print "ringer()" | |
@mode.ramp(3, minutes=5) | |
@mode.throttle(minutes=1) | |
def ringer(): | |
print "ringer()" | |
""" |
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