def test_set_ranges(self):
fr = FitResult("")
ran = np.ones((100, 25, 3))
shape = (100, 25, 3)
fr.set_ranges(ran, shape)
self.assertTrue(np.array_equal(ran, fr.fit_ranges))
self.assertTrue(np.array_equal(shape, fr.fit_ranges_shape))
def test_get_data(self):
fr = FitResult("")
res = np.ones((10, 25))
chi2 = np.ones((10, ))
pval = np.ones((10, ))
self.assertRaises(RuntimeError, fr.add_data, (1, ), res, chi2, pval)
fr.create_empty((10, 25, 4), (10, 4), 3)
fr.add_data((0, 0), res, chi2, pval)
self.assertTrue(np.array_equal(fr.data[0][:, :, 0], np.ones((10, 25))))
self.assertTrue(np.array_equal(fr.chi2[0][:, 0], np.ones((10, ))))
fr.add_data((2, 0), res, chi2, pval)
self.assertTrue(np.array_equal(fr.data[2][:, :, 0], np.ones((10, 25))))
self.assertTrue(np.array_equal(fr.chi2[2][:, 0], np.ones((10, ))))
fr.add_data((0, 3), res, chi2, pval)
self.assertTrue(np.array_equal(fr.data[0][:, :, 3], np.ones((10, 25))))
self.assertTrue(np.array_equal(fr.chi2[0][:, 3], np.ones((10, ))))
def test_get_index_len2(self):
fr = FitResult("")
fr.create_empty((10, 25, 4), (10, 4), [2, 3])
self.assertEqual(fr._get_index((0, 0)), 0)
self.assertEqual(fr._get_index((0, 1)), 1)
self.assertEqual(fr._get_index((0, 2)), 2)
self.assertEqual(fr._get_index((1, 0)), 3)
self.assertEqual(fr._get_index((1, 1)), 4)
self.assertEqual(fr._get_index((1, 2)), 5)
def test_create_empty(self):
fr = FitResult("")
self.assertRaises(ValueError, fr.create_empty, (10, 25, 4),
(10, 25, 4), 1)
self.assertRaises(RuntimeError, fr.create_empty, (10, 25, 4),
(10, 25, 4), 1)
fr = FitResult("")
fr.create_empty((10, 25, 4), (10, 4), [2, 3])
self.assertIsNotNone(fr.data)
def test_get_index_len1(self):
fr = FitResult("")
self.assertRaises(RuntimeError, fr._get_index, (1, ))
fr.create_empty((10, 25, 4), (10, 4), 3)
self.assertRaises(ValueError, fr._get_index, (1, 2))
self.assertEqual(fr._get_index(0), 0)
self.assertEqual(fr._get_index(1), 1)
self.assertEqual(fr._get_index(2), 2)
self.assertRaises(ValueError, fr._get_index, (3, ))
def test_save(self):
fr = FitResult("")
ran = np.ones((100, 25, 3))
shape = (100, 25, 3)
fr.set_ranges(ran, shape)
fr.create_empty((10, 25, 4), (10, 4), [2, 3])
fname = "./test_data/tmp_fitresult.npz"
fr.save(fname)
fexists = os.path.isfile(fname)
self.assertTrue(fexists)
if fexists:
f = np.load(fname)
L = f.files
self.assertEqual(len(L), 6 * 4 + 2)
tmp = f['pi00']
self.assertTrue(np.array_equal(np.zeros((10, 25, 4)), tmp))
f.close()
def test_get_ranges(self):
fr = FitResult("")
tmp = fr.get_ranges()
self.assertEqual(tmp, (None, None))
def test_get_index_len3(self):
fr = FitResult("")
fr.create_empty((10, 25, 4), (10, 4), [2, 3, 4])
self.assertEqual(fr._get_index((0, 0, 0)), 0)
self.assertEqual(fr._get_index((0, 0, 1)), 1)
self.assertEqual(fr._get_index((0, 0, 2)), 2)
self.assertEqual(fr._get_index((0, 0, 3)), 3)
self.assertEqual(fr._get_index((0, 1, 0)), 4)
self.assertEqual(fr._get_index((0, 1, 1)), 5)
self.assertEqual(fr._get_index((0, 1, 2)), 6)
self.assertEqual(fr._get_index((0, 1, 3)), 7)
self.assertEqual(fr._get_index((0, 2, 0)), 8)
self.assertEqual(fr._get_index((0, 2, 1)), 9)
self.assertEqual(fr._get_index((0, 2, 2)), 10)
self.assertEqual(fr._get_index((0, 2, 3)), 11)
self.assertEqual(fr._get_index((1, 0, 0)), 12)
self.assertEqual(fr._get_index((1, 0, 1)), 13)
self.assertEqual(fr._get_index((1, 0, 2)), 14)
self.assertEqual(fr._get_index((1, 0, 3)), 15)
self.assertEqual(fr._get_index((1, 1, 0)), 16)
self.assertEqual(fr._get_index((1, 1, 1)), 17)
self.assertEqual(fr._get_index((1, 1, 2)), 18)
self.assertEqual(fr._get_index((1, 1, 3)), 19)
self.assertEqual(fr._get_index((1, 2, 0)), 20)
self.assertEqual(fr._get_index((1, 2, 1)), 21)
self.assertEqual(fr._get_index((1, 2, 2)), 22)
self.assertEqual(fr._get_index((1, 2, 3)), 23)
def test_read(self):
fr = FitResult("test")
res = np.ones((10, 25))
chi2 = np.ones((10, ))
pval = np.ones((10, ))
self.assertRaises(RuntimeError, fr.add_data, (1, ), res, chi2, pval)
fr.create_empty((10, 25, 4), (10, 4), 3)
fr.add_data((0, 0), res, chi2, pval)
fr.add_data((2, 0), res, chi2, pval)
fr.add_data((0, 3), res, chi2, pval)
fname = "./test_data/tmp_fitresult.npz"
fr.save(fname)
fexists = os.path.isfile(fname)
if fexists:
fr1 = FitResult.read(fname)
self.assertTrue(np.array_equal(fr1.data[0][:, :, 0], res))
self.assertTrue(np.array_equal(fr1.chi2[0][:, 0], chi2))
self.assertTrue(np.array_equal(fr1.pval[0][:, 0], pval))
self.assertTrue(np.array_equal(fr1.data[2][:, :, 0], res))
self.assertTrue(np.array_equal(fr1.chi2[2][:, 0], chi2))
self.assertTrue(np.array_equal(fr1.pval[2][:, 0], pval))
self.assertTrue(np.array_equal(fr1.data[0][:, :, 3], res))
self.assertTrue(np.array_equal(fr1.chi2[0][:, 3], chi2))
self.assertTrue(np.array_equal(fr1.pval[0][:, 3], pval))
self.assertEqual(fr1.corr_id, "test")