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| 1 | + |
| 2 | +from unittest import TestCase |
| 3 | +import unittest |
| 4 | +import pygem.radial as rad |
| 5 | +import pygem.params as rbfp |
| 6 | +import numpy as np |
| 7 | + |
| 8 | +#parameters_rbf_cube.prm |
| 9 | +#parameters_rbf_default.prm |
| 10 | + |
| 11 | + |
| 12 | +class TestRadial(TestCase): |
| 13 | + |
| 14 | + def get_cube_mesh_points(self): |
| 15 | + # Points that define a cube |
| 16 | + nx, ny, nz = (20, 20, 20) |
| 17 | + mesh = np.zeros((nx * ny * nz, 3)) |
| 18 | + xv = np.linspace(0, 1, nx) |
| 19 | + yv = np.linspace(0, 1, ny) |
| 20 | + zv = np.linspace(0, 1, nz) |
| 21 | + z, y, x = np.meshgrid(zv, yv, xv) |
| 22 | + mesh = np.array([x.ravel(), y.ravel(), z.ravel()]) |
| 23 | + original_mesh_points = mesh.T |
| 24 | + return original_mesh_points |
| 25 | + |
| 26 | + def test_rbf_parameters_member(self): |
| 27 | + params = rbfp.RBFParameters() |
| 28 | + params.read_parameters(filename='tests/test_datasets/parameters_rbf_default.prm') |
| 29 | + rbf = rad.RBF(params, self.get_cube_mesh_points()) |
| 30 | + assert rbf.parameters == params |
| 31 | + |
| 32 | + |
| 33 | + def test_rbf_original_mesh_points_member(self): |
| 34 | + params = rbfp.RBFParameters() |
| 35 | + params.read_parameters(filename='tests/test_datasets/parameters_rbf_default.prm') |
| 36 | + rbf = rad.RBF(params, self.get_cube_mesh_points()) |
| 37 | + np.testing.assert_array_almost_equal(rbf.original_mesh_points, self.get_cube_mesh_points()) |
| 38 | + |
| 39 | + |
| 40 | + def test_rbf_default_modified_mesh_points_member(self): |
| 41 | + params = rbfp.RBFParameters() |
| 42 | + params.read_parameters(filename='tests/test_datasets/parameters_rbf_default.prm') |
| 43 | + rbf = rad.RBF(params, self.get_cube_mesh_points()) |
| 44 | + assert rbf.modified_mesh_points == None |
| 45 | + |
| 46 | + |
| 47 | + def test_rbf_modified_mesh_points_member(self): |
| 48 | + params = rbfp.RBFParameters() |
| 49 | + params.read_parameters(filename='tests/test_datasets/parameters_rbf_default.prm') |
| 50 | + rbf = rad.RBF(params, self.get_cube_mesh_points()) |
| 51 | + rbf.perform() |
| 52 | + np.testing.assert_array_almost_equal(rbf.modified_mesh_points, self.get_cube_mesh_points()) |
| 53 | + |
| 54 | + |
| 55 | + def test_rbf_original_mesh_points_member(self): |
| 56 | + params = rbfp.RBFParameters() |
| 57 | + params.read_parameters(filename='tests/test_datasets/parameters_rbf_cube.prm') |
| 58 | + rbf = rad.RBF(params, self.get_cube_mesh_points()) |
| 59 | + weights_true = np.load('tests/test_datasets/weights_rbf_cube.npy') |
| 60 | + np.testing.assert_array_almost_equal(rbf.weights, weights_true) |
| 61 | + |
| 62 | + |
| 63 | + def test_rbf_cube_mod(self): |
| 64 | + params = rbfp.RBFParameters() |
| 65 | + params.read_parameters(filename='tests/test_datasets/parameters_rbf_cube.prm') |
| 66 | + mesh_points_ref = np.load('tests/test_datasets/meshpoints_cube_mod_rbf.npy') |
| 67 | + rbf = rad.RBF(params, self.get_cube_mesh_points()) |
| 68 | + rbf.perform() |
| 69 | + mesh_points_test = rbf.modified_mesh_points |
| 70 | + np.testing.assert_array_almost_equal(mesh_points_test, mesh_points_ref) |
| 71 | + |
| 72 | + |
| 73 | + def test_wrong_basis(self): |
| 74 | + params = rbfp.RBFParameters() |
| 75 | + params.read_parameters('tests/test_datasets/parameters_rbf_bugged_02.prm') |
| 76 | + with self.assertRaises(NameError): |
| 77 | + rbf = rad.RBF(params, self.get_cube_mesh_points()) |
| 78 | + |
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