@@ -161,18 +161,19 @@ def build(self, w1=1., w2=1., w3=1., frame=StructuralFrame, **kwargs):
161161 self .builders [1 ].add_orthogonal_feature (gz_feature , gyxgz ,step = step )
162162 gy_const_norm = kwargs .get ('gy_const_norm' ,0. )
163163
164- ## bit of an ugly hack, adding in norm constraints for the norm we are forcing
165- tmp = CrossProductGeologicalFeature ('tmp' ,gx_feature ,gz_feature )
166- self .builders [1 ].add_orthogonal_feature (tmp ,10. ,step = step ,B = 1 )
167- # gy_feature.value_feature = fold.fold frame[0]
168- # vector = feature.evaluate_gradient(self.builders[1].interpolator.support.barycentre())
169- # vector /= np.linalg.norm(vector,axis=1)[:,None]
170- # element_idx = np.arange(self.builders[1].interpolator.support.n_elements)
171- # np.random.shuffle(element_idx)
172- # norm_pts = np.hstack([self.builders[1].interpolator.support.barycentre()[element_idx[::step],:],vector[element_idx[::step],:],np.ones((vector[element_idx[::step],:].shape[0],1))])
173-
174- # self.builders[1].interpolator.set_normal_constraints(norm_pts)
175- self .builders [1 ].data_added = True
164+ ## bit of an ugly hack, adding in norm constraints for the norm we are forcing
165+ if gz_feature is not None :
166+ tmp = CrossProductGeologicalFeature ('tmp' ,gx_feature ,gz_feature )
167+ self .builders [1 ].add_orthogonal_feature (tmp ,10. ,step = step ,B = 1 )
168+ # gy_feature.value_feature = fold.fold frame[0]
169+ # vector = feature.evaluate_gradient(self.builders[1].interpolator.support.barycentre())
170+ # vector /= np.linalg.norm(vector,axis=1)[:,None]
171+ # element_idx = np.arange(self.builders[1].interpolator.support.n_elements)
172+ # np.random.shuffle(element_idx)
173+ # norm_pts = np.hstack([self.builders[1].interpolator.support.barycentre()[element_idx[::step],:],vector[element_idx[::step],:],np.ones((vector[element_idx[::step],:].shape[0],1))])
174+
175+ # self.builders[1].interpolator.set_normal_constraints(norm_pts)
176+ self .builders [1 ].data_added = True
176177
177178 gy_feature = self .builders [1 ].build (regularisation = regularisation [1 ],** kwargs )
178179
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