126664f626f28f20e9f460c1cf5f6bf4643ce096,testing/test_data_object.py,TestDataHolderModels,test_vgp,#TestDataHolderModels#,180

Before Change

        with self.test_context():
            m = gpflow.models.VGP(self.X, self.Y, self.kern,
                               likelihood=gpflow.likelihoods.StudentT())
            m.compile()
            m.X = self.rng.randn(*self.X.shape)
            self.assertFalse(
                m._needs_recompile,
                msg="Recompilation should be avoided for the same shape data")

After Change

            Ynew = np.sin(Xnew) + 0.9 * np.cos(Xnew * 1.6) + rng.randn(*Xnew.shape)
            with self.assertRaises(gpflow.GPflowError):
                m.X = Xnew
            with self.assertRaises(gpflow.GPflowError):
                m.Y = Ynew


if __name__ == "__main__":
    unittest.main()

Instances