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											2021-04-24 10:13:51 -04:00
										 |  |  | import types | 
					
						
							|  |  |  | import functools | 
					
						
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							|  |  |  | # from jaraco.functools 3.3 | 
					
						
							|  |  |  | def method_cache(method, cache_wrapper=None): | 
					
						
							|  |  |  |     """
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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 | 
					
						
							|  |  |  |     underscore-prefixed protected property on first call and returns that | 
					
						
							|  |  |  |     subsequently. | 
					
						
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 | 
					
						
							|  |  |  |     >>> class MyClass: | 
					
						
							|  |  |  |     ...     calls = 0 | 
					
						
							|  |  |  |     ... | 
					
						
							|  |  |  |     ...     @method_cache | 
					
						
							|  |  |  |     ...     def method(self, value): | 
					
						
							|  |  |  |     ...         self.calls += 1 | 
					
						
							|  |  |  |     ...         return value | 
					
						
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							|  |  |  |     >>> a = MyClass() | 
					
						
							|  |  |  |     >>> a.method(3) | 
					
						
							|  |  |  |     3 | 
					
						
							|  |  |  |     >>> for x in range(75): | 
					
						
							|  |  |  |     ...     res = a.method(x) | 
					
						
							|  |  |  |     >>> a.calls | 
					
						
							|  |  |  |     75 | 
					
						
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							|  |  |  |     Note that the apparent behavior will be exactly like that of lru_cache | 
					
						
							|  |  |  |     except that the cache is stored on each instance, so values in one | 
					
						
							|  |  |  |     instance will not flush values from another, and when an instance is | 
					
						
							|  |  |  |     deleted, so are the cached values for that instance. | 
					
						
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							|  |  |  |     >>> b = MyClass() | 
					
						
							|  |  |  |     >>> for x in range(35): | 
					
						
							|  |  |  |     ...     res = b.method(x) | 
					
						
							|  |  |  |     >>> b.calls | 
					
						
							|  |  |  |     35 | 
					
						
							|  |  |  |     >>> a.method(0) | 
					
						
							|  |  |  |     0 | 
					
						
							|  |  |  |     >>> a.calls | 
					
						
							|  |  |  |     75 | 
					
						
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 | 
					
						
							|  |  |  |     Note that if method had been decorated with ``functools.lru_cache()``, | 
					
						
							|  |  |  |     a.calls would have been 76 (due to the cached value of 0 having been | 
					
						
							|  |  |  |     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() | 
					
						
							|  |  |  |     >>> c.method.cache_clear() | 
					
						
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							|  |  |  |     Another cache wrapper may be supplied: | 
					
						
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							|  |  |  |     >>> cache = functools.lru_cache(maxsize=2) | 
					
						
							|  |  |  |     >>> MyClass.method2 = method_cache(lambda self: 3, cache_wrapper=cache) | 
					
						
							|  |  |  |     >>> a = MyClass() | 
					
						
							|  |  |  |     >>> a.method2() | 
					
						
							|  |  |  |     3 | 
					
						
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							|  |  |  |     Caution - do not subsequently wrap the method with another decorator, such | 
					
						
							|  |  |  |     as ``@property``, which changes the semantics of the function. | 
					
						
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 | 
					
						
							|  |  |  |     See also | 
					
						
							|  |  |  |     http://code.activestate.com/recipes/577452-a-memoize-decorator-for-instance-methods/ | 
					
						
							|  |  |  |     for another implementation and additional justification. | 
					
						
							|  |  |  |     """
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							|  |  |  |     cache_wrapper = cache_wrapper or functools.lru_cache() | 
					
						
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							|  |  |  |     def wrapper(self, *args, **kwargs): | 
					
						
							|  |  |  |         # it's the first call, replace the method with a cached, bound method | 
					
						
							|  |  |  |         bound_method = types.MethodType(method, self) | 
					
						
							|  |  |  |         cached_method = cache_wrapper(bound_method) | 
					
						
							|  |  |  |         setattr(self, method.__name__, cached_method) | 
					
						
							|  |  |  |         return cached_method(*args, **kwargs) | 
					
						
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							|  |  |  |     # Support cache clear even before cache has been created. | 
					
						
							|  |  |  |     wrapper.cache_clear = lambda: None | 
					
						
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							|  |  |  |     return wrapper | 
					
						
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											2021-12-16 15:49:42 -05:00
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							|  |  |  | # From jaraco.functools 3.3 | 
					
						
							|  |  |  | def pass_none(func): | 
					
						
							|  |  |  |     """
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							|  |  |  |     Wrap func so it's not called if its first param is None | 
					
						
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							|  |  |  |     >>> print_text = pass_none(print) | 
					
						
							|  |  |  |     >>> print_text('text') | 
					
						
							|  |  |  |     text | 
					
						
							|  |  |  |     >>> print_text(None) | 
					
						
							|  |  |  |     """
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							|  |  |  |     @functools.wraps(func) | 
					
						
							|  |  |  |     def wrapper(param, *args, **kwargs): | 
					
						
							|  |  |  |         if param is not None: | 
					
						
							|  |  |  |             return func(param, *args, **kwargs) | 
					
						
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							|  |  |  |     return wrapper |