Created
December 13, 2014 03:52
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Memoize for indirect recursion
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'''Memoization, based on https://wiki.python.org/moin/PythonDecoratorLibrary#Memoize | |
Modified by me. | |
''' | |
import collections | |
import functools | |
class memoized(object): | |
'''Decorator. Caches a function's return value each time it is called. | |
If called later with the same arguments, the cached value is returned | |
(not reevaluated). | |
''' | |
cache = dict() | |
def __init__(self, func): | |
self.func = func | |
self.func_name = func.__name__ | |
self.cache[self.func_name] = collections.OrderedDict() | |
def __call__(self, *args, **kwargs): | |
if not isinstance(args, collections.Hashable): | |
raise TypeError('Must be called with hashable arguments') | |
# Since kwargs represent configuation options to the functions | |
# we don't use them as part of the cache key, but we do call with them. | |
if args in self.cache[self.func_name]: | |
return self.cache[self.func_name][args] | |
else: | |
value = self.func(*args, **kwargs) | |
self.cache[self.func_name][args] = value | |
return value | |
def __repr__(self): | |
'''Return the function's docstring.''' | |
return self.func.__doc__ | |
def __get__(self, obj, objtype): | |
'''Support instance methods.''' | |
return functools.partial(self.__call__, obj) | |
@classmethod | |
def get_list(cls, func_name): | |
return cls.cache[func_name].values() | |
@classmethod | |
def clear_cache(cls): | |
# There's a memoized instance for each @memoized function so we can't just | |
# drop cls.cache, we need to keep the keys and clear the child dicts. | |
for memo in cls.cache.values(): | |
memo.clear() |
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