Created
February 3, 2011 00:37
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Memoizers for functions and methods!
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import functools | |
def memoized(func): | |
""" | |
Decorator that caches the result of this INSTANCE METHOD call. Does not work for unbound methods. | |
Caches data in the attribute __memoized_cache__ | |
>>> class Foo(object): | |
... @memoized | |
... def asdf(self): | |
... print('asdf once') | |
... return 'asdf' | |
... | |
>>> a = Foo() | |
>>> a.asdf() | |
asdf once | |
'asdf' | |
>>> a.asdf() | |
'asdf' | |
>>> class Bar(object): | |
... @memoized | |
... def fdsa(self, arg1, arg2): | |
... print('fdsa once for %d, %d' % (arg1, arg2)) | |
... return arg1 + arg2 | |
... | |
>>> b = Bar() | |
>>> b.fdsa(1, 2) | |
fdsa once for 1, 2 | |
3 | |
>>> b.fdsa(1, 2) | |
3 | |
>>> b.fdsa(2, 1) | |
fdsa once for 2, 1 | |
3 | |
>>> b.fdsa(2, 3) | |
fdsa once for 2, 3 | |
5 | |
>>> c = Bar() | |
>>> c.fdsa(2, 3) | |
fdsa once for 2, 3 | |
5 | |
""" | |
CACHE_KEY = '__memoized_cache__' | |
def do_stuff(obj, *args): | |
cache = getattr(obj, CACHE_KEY, {}) | |
key = (func.__name__, args) | |
try: | |
return cache[key] | |
except KeyError: | |
value = func(obj, *args) | |
cache[key] = value | |
setattr(obj, CACHE_KEY, cache) | |
return value | |
return do_stuff | |
# Gratefully stolen from http://wiki.python.org/moin/PythonDecoratorLibrary#Memoize | |
class unbound_memoized(object): | |
""" | |
Decorator that caches a function's return value each time it is called. | |
If called later with the same arguments, the cached value is returned, and | |
not re-evaluated. | |
This guy works for any method, instance or not. The cache has its own lifetime. | |
""" | |
def __init__(self, func): | |
self.func = func | |
self.cache = {} | |
def __call__(self, *args): | |
try: | |
return self.cache[args] | |
except KeyError: | |
value = self.func(*args) | |
self.cache[args] = value | |
return value | |
except TypeError: | |
# uncachable -- for instance, passing a list as an argument. | |
# Better to not cache than to blow up entirely. | |
return self.func(*args) | |
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) |
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