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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def cache_persist(self):
 """ Saves the current trained data to the cache. This is initiated by the program using this module """

        filename = self.get_cache_location()
        pickle.dump(self.categories, open(filename, 'wb'))