Created
October 23, 2011 19:28
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Caching decorator for python, like functools.lru_cache in Python 3.2+ without LRU. Written for easy debugging of dynamic programming algorthms. Also includes that caches to a pickle file, but this is only useful for very timeconsuming calls like web reque
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#!/usr/bin/env python | |
# -*- coding: utf-8 -*- | |
from functools import wraps | |
try: | |
import cPickle as pickle | |
except: | |
import pickle | |
def cached(fn): | |
cache = {} | |
@wraps(fn) | |
def usingcache(*args,**kwargs): | |
try: | |
key = hash((args,kwargs)) | |
except TypeError: | |
key = repr((args,kwargs)) | |
try: | |
return cache[key] | |
except KeyError: | |
cache[key] = fn(*args,**kwargs) | |
return cache[key] | |
return usingcache | |
def diskcached(cachefile,saveafter=1): | |
def cacheondisk(fn): | |
try: | |
with open(cachefile,'rb') as f: | |
cache = pickle.load(f) | |
except: | |
cache = {} | |
unsaved = [0] | |
@wraps(fn) | |
def usingcache(*args,**kwargs): | |
try: | |
key = hash((args,kwargs)) | |
except TypeError: | |
key = repr((args,kwargs)) | |
try: | |
ret = cache[key] | |
except KeyError: | |
ret = cache[key] = fn(*args,**kwargs) | |
unsaved[0] += 1 | |
if unsaved >= saveafter: | |
with open(cachefile,'wb') as f: | |
pickle.dump(cache,f) | |
unsaved[0] = 0 | |
return ret | |
return usingcache | |
return cacheondisk | |
def main(): | |
#@diskcached('fibo',3) | |
@cached | |
def fib(n): | |
if n in [1,2]: | |
return 1 | |
return fib(n-1)+fib(n-2) | |
print '250th fibonacci number:',fib(250) | |
return 0 | |
if __name__ == '__main__': | |
main() |
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I suggest adding functools.wraps to the wrapper.