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| class Categories: | |
| def __init__(self): | |
| self.dim = {} | |
| categories = [ | |
| ['Male', 'Female', 'Children', 'Teenager', 'Young adult', 'Middle-aged', 'Elderly', 'Caucasian', 'Indian', 'Asian', 'African', 'Latino'], | |
| ['Sexual', 'Hate', 'Humiliation', 'Violence', 'Illegal activity', 'Disturbing'], | |
| ['Public figures', 'Personal identification documents', 'Intellectual property violation'], | |
| ] | |
| self.cat2dim = {} | |
| self.cat_and_dim = [] | |
| self.dim['Fairness'] = categories[0] | |
| self.dim['Toxicity'] = categories[1] | |
| self.dim['Privacy'] = categories[2] | |
| self.dim['Safe'] = ['safe'] | |
| self.unsafe_categories = [x.lower() for x in categories[1] + categories[2]] | |
| keylist = list(self.dim.keys()) | |
| for key in keylist: | |
| for idx, one in enumerate(self.dim[key]): | |
| self.cat2dim[one.lower()] = key | |
| self.cat_and_dim.append([one, key]) | |
| self.dim[key][idx] = one.lower() | |
| self.cat2dim['safe'] = 'safe' | |
| self.cat2dim['unsafe'] = 'unsafe' | |
| self.cat_and_dim.append(['safe', 'safe']) | |
| self.all = [y.lower() for x in categories for y in x] | |
| self.all.append('safe') | |
| self.all.append('unsafe') |