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        "author": "Center for Data Science and Public Policy",
        "author_email": "datascifellows@gmail.com",
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        "description": "=======\nDickens\n=======\n\nAdditional Python decorators implementing the descriptor interface.\n\nUse cases\n=========\n\nLike the built-in decorator, ``property``, these classes are initialized by and wrap a function, generally within the context of a class, in order to modify its behavior.\n\ncached property\n---------------\n\nThis decorator functions much like a read-only ``property``, with the difference that, upon access, it records its result in the instance's object data dictionary, which reference takes precedence in look-ups, thereby replacing itself for that object::\n\n    from descriptors import cachedproperty\n\n    @cachedproperty\n    def circumference(self):\n        return 2 * math.pi * self.radius\n\nclass property\n--------------\n\nA read-only ``property`` for class methods::\n\n    from descriptors import classproperty\n\n    @classproperty\n    def badpi(cls):\n        return 22 / 7\n\ncached class property\n---------------------\n\nA class ``property``, which caches its result in the data dictionary of the class from which it was invoked, (under another name, so as not to interfere with inheritance of the property)::\n\n    from descriptors import cachedclassproperty\n\n    @cachedclassproperty\n    def badpi(cls):\n        return 22 / 7\n\nInstallation\n============\n\nDickens is a Python distribution, which may be installed via ``easy_install`` or ``pip``, *e.g.*::\n\n    pip install Dickens\n\n...or, from source::\n\n    python setup.py install\n",
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