def clear(self):
        super(GroupedRequirements, self).clear()
        self.create_default_groups()
def test_impl(n):
            df = pd.DataFrame({'A': np.arange(n)})
            df['B'] = df.A.map(lambda a: 2 * a)
            return df.B.sum()