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lru.py
96 lines (79 loc) · 2.73 KB
/
lru.py
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#!/usr/bin/python
from collections import OrderedDict
from time import time
def lru_cache_function(max_size=1024, expiration=15*60):
def wrapper(func):
return LRUCachedFunction(func, LRUCacheDict(max_size, expiration))
return wrapper
class LRUCacheDict(object):
""" A dictionary-like object, supporting LRU caching semantics.
"""
def __init__(self, max_size=1024, expiration=15*60):
self.max_size = max_size
self.expiration = expiration
self.__values = {}
self.__expire_times = OrderedDict()
self.__access_times = OrderedDict()
def size(self):
return len(self.__values)
def clear(self):
self.__values.clear()
self.__expire_times.clear()
self.__access_times.clear()
def has_key(self, key):
return self.__values.has_key(key)
def __setitem__(self, key, value):
t = int(time())
self.__delete__(key)
self.__values[key] = value
self.__access_times[key] = t
self.__expire_times[key] = t + self.expiration
self.cleanup()
def __getitem__(self, key):
t = int(time())
del self.__access_times[key]
self.__access_times[key] = t
self.cleanup()
return self.__values[key]
def __delete__(self, key):
if self.__values.has_key(key):
del self.__values[key]
del self.__expire_times[key]
del self.__access_times[key]
def cleanup(self):
if self.expiration is None:
return None
t = int(time())
#Delete expired
for k in self.__expire_times.iterkeys():
if self.__expire_times[k] < t:
self.__delete__(k)
else:
break
#If we have more than self.max_size items, delete the oldest
while (len(self.__values) > self.max_size):
for k in self.__access_times.iterkeys():
self.__delete__(k)
break
class LRUCachedFunction(object):
"""
>>> def f(x):
... print "Calling f(" + str(x) + ")"
... return x
>>> f = LRUCachedFunction(f, LRUCacheDict(max_size=3, expiration=3) )
"""
def __init__(self, function, cache=None):
if cache:
self.cache = cache
else:
self.cache = LRUCacheDict()
self.function = function
self.__name__ = self.function.__name__
def __call__(self, *args, **kwargs):
key = repr( (args, kwargs) ) + "#" + self.__name__ #In principle a python repr(...) should not return any # characters.
try:
return self.cache[key]
except KeyError:
value = self.function(*args, **kwargs)
self.cache[key] = value
return value