def check(self, feature):
        """Check that the feature has a fit/transform/fit_tranform interface"""
        assert hasattr(feature.transformer, 'fit')
        assert hasattr(feature.transformer, 'transform')
        assert hasattr(feature.transformer, 'fit_transform')