class Similarity(object):
    # item1: dict
    # {
    #     'Lady in the Water': 2.5, 
    #     'Snakes on a Plane': 3.5,
    #     'Just My Luck': 3.0, 
    #     ..............
    # }
    def calculate_similarity(self, item1, item2):
        pass