86 lines
2.4 KiB
Python
86 lines
2.4 KiB
Python
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import types
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import functools
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# from jaraco.functools 3.3
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def method_cache(method, cache_wrapper=None):
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"""
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Wrap lru_cache to support storing the cache data in the object instances.
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Abstracts the common paradigm where the method explicitly saves an
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underscore-prefixed protected property on first call and returns that
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subsequently.
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>>> class MyClass:
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... calls = 0
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...
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... @method_cache
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... def method(self, value):
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... self.calls += 1
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... return value
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>>> a = MyClass()
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>>> a.method(3)
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3
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>>> for x in range(75):
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... res = a.method(x)
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>>> a.calls
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75
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Note that the apparent behavior will be exactly like that of lru_cache
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except that the cache is stored on each instance, so values in one
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instance will not flush values from another, and when an instance is
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deleted, so are the cached values for that instance.
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>>> b = MyClass()
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>>> for x in range(35):
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... res = b.method(x)
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>>> b.calls
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35
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>>> a.method(0)
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0
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>>> a.calls
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75
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Note that if method had been decorated with ``functools.lru_cache()``,
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a.calls would have been 76 (due to the cached value of 0 having been
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flushed by the 'b' instance).
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Clear the cache with ``.cache_clear()``
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>>> a.method.cache_clear()
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Same for a method that hasn't yet been called.
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>>> c = MyClass()
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>>> c.method.cache_clear()
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Another cache wrapper may be supplied:
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>>> cache = functools.lru_cache(maxsize=2)
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>>> MyClass.method2 = method_cache(lambda self: 3, cache_wrapper=cache)
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>>> a = MyClass()
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>>> a.method2()
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3
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Caution - do not subsequently wrap the method with another decorator, such
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as ``@property``, which changes the semantics of the function.
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See also
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http://code.activestate.com/recipes/577452-a-memoize-decorator-for-instance-methods/
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for another implementation and additional justification.
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"""
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cache_wrapper = cache_wrapper or functools.lru_cache()
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def wrapper(self, *args, **kwargs):
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# it's the first call, replace the method with a cached, bound method
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bound_method = types.MethodType(method, self)
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cached_method = cache_wrapper(bound_method)
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setattr(self, method.__name__, cached_method)
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return cached_method(*args, **kwargs)
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# Support cache clear even before cache has been created.
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wrapper.cache_clear = lambda: None
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return wrapper
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