def test_table2_bank1(self): """assert table2 works for banks 1""" vdrive_file = self.filename o_vdrive = VDriveHandler(filename=vdrive_file) o_vdrive.initialize_bank_xaxis() o_vdrive.keep_columns_of_interest() o_vdrive.isolating_banks() o_vdrive.calculate_mean_omega_45() o_vdrive.calculate_sin_omega() o_vdrive.calculate_bank2_iv_ratio_omega_90() o_vdrive.calculate_table2() # bank1 bank1_table2_calculated = o_vdrive.bank1.table2 # col 0 - first 17 elements bank1_table2_expected_col_0 = [1.733535324, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, 1.497578584, 1.408625503, 1.563963996, 1.669969226, 1.784584795] _returned_expected = zip(bank1_table2_calculated[:17, 0], bank1_table2_expected_col_0) for _returned, _expected in _returned_expected: if np.isnan(_returned) and np.isnan(_expected): self.assertTrue(True) else: self.assertAlmostEqual(_returned, _expected, delta=self.maxDiff) # col 0 - last 17 elements bank1_table2_expected_col_0 = [2.430585, 2.776015, 2.66494, 2.263505, 2.796755, 2.478, 2.0942, 2.009715, 2.978445, 2.883115, 1.982715, 2.527035] _returned_expected = zip(bank1_table2_calculated[-12:, 0], bank1_table2_expected_col_0) for _returned, _expected in _returned_expected: self.assertAlmostEqual(_returned, _expected, delta=self.maxDiff) # col 2 bank1_table2_expected_col_2 = [0.594866602, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, 0.505373308, 0.538642618, 0.649678462, 0.588877515, 0.568471623] _returned_expected = zip(bank1_table2_calculated[:17, 2], bank1_table2_expected_col_2) for _returned, _expected in _returned_expected: if np.isnan(_returned) and np.isnan(_expected): self.assertTrue(True) else: self.assertAlmostEqual(_returned, _expected, delta=self.maxDiff) # col 3 - last 17 elements bank1_table2_expected_col_3 = [0.897326, 0.9429855, 0.8060015, 1.102025, 0.802711, 0.9386, 0.8509655, 1.007736, 0.853531, 0.8713325, 0.79393, 0.8506025] _returned_expected = zip(bank1_table2_calculated[-12:, 3], bank1_table2_expected_col_3) for _returned, _expected in _returned_expected: self.assertAlmostEqual(_returned, _expected, delta=self.maxDiff)
def test_bank_axis_initialization(self): """assert bank1 and bank2 axis are correctly created""" vdrive_file = self.filename o_vdrive = VDriveHandler(filename=vdrive_file) o_vdrive.initialize_bank_xaxis() # bank1 index_tested = [0, 5, 12, 19, 24, 36, 49, 67, 79, 89, 101, 111] omega_created = o_vdrive.bank1.omega omega_expected = [45, 45, 50, 50, 55, 60, 65, 70, 75, 80, 85, 90] omega_returned = [omega_created[_index] for _index in index_tested] self.assertEqual(omega_expected, omega_returned) hrot_created = o_vdrive.bank1.hrot hrot_expected = [0, 150, 330, 120, 0, 330, 30, 120, 210, 180, 150, 240] hrot_returned = [hrot_created[_index] for _index in index_tested] self.assertEqual(hrot_expected, hrot_returned) psi_created = o_vdrive.bank1.psi psi_expected = [0, 0, 5, 5, 10, 15, 20, 25, 30, 35, 40, 45] psi_returned = [psi_created[_index] for _index in index_tested] self.assertEqual(psi_expected, psi_returned) phi_created = o_vdrive.bank1.phi phi_expected = [0, 210, 30, 240, 0, 30, 330, 240, 150, 180, 210, 120] phi_returned = [phi_created[_index] for _index in index_tested] self.assertEqual(phi_expected, phi_returned) # bank2 omega_created = o_vdrive.bank2.omega omega_expected = [45, 45, 50, 50, 55, 60, 65, 70, 75, 80, 85, 90] omega_returned = [omega_created[_index] for _index in index_tested] self.assertEqual(omega_expected, omega_returned) hrot_created = o_vdrive.bank2.hrot hrot_expected = [0, 150, 330, 120, 0, 330, 30, 120, 210, 180, 150, 240] hrot_returned = [hrot_created[_index] for _index in index_tested] self.assertEqual(hrot_expected, hrot_returned) psi_created = o_vdrive.bank2.psi psi_expected = [90, 90, 85, 85, 80, 75, 70, 65, 60, 55, 50, 45] psi_returned = [psi_created[_index] for _index in index_tested] self.assertEqual(psi_expected, psi_returned) phi_created = o_vdrive.bank2.phi phi_expected = [180, 30, 210, 60, 180, 210, 150, 60, 330, 0, 30, 300] phi_returned = [phi_created[_index] for _index in index_tested] self.assertEqual(phi_expected, phi_returned)
def test_sin_omega(self): """assert sin omega is working""" vdrive_file = self.filename o_vdrive = VDriveHandler(filename=vdrive_file) o_vdrive.initialize_bank_xaxis() o_vdrive.calculate_sin_omega() # bank1 sin_omega_bank1_returned = o_vdrive.bank1.sin_omega omega_bank1 = o_vdrive.bank1.omega sin_omega_bank1_expected = [np.sin(np.pi*_omega/180.) for _omega in omega_bank1] self.assertTrue((sin_omega_bank1_expected == sin_omega_bank1_returned).all()) # bank2 sin_omega_bank2_returned = o_vdrive.bank2.sin_omega omega_bank2 = o_vdrive.bank2.omega sin_omega_bank2_expected = [np.sin(np.pi*_omega/180.) for _omega in omega_bank2] self.assertTrue((sin_omega_bank2_expected == sin_omega_bank2_returned).all())
def test_output_table(self): """assert output table is correctly calculated""" vdrive_file = self.filename o_vdrive = VDriveHandler(filename=vdrive_file) o_vdrive.initialize_bank_xaxis() o_vdrive.keep_columns_of_interest() o_vdrive.isolating_banks() o_vdrive.calculate_mean_omega_45() o_vdrive.calculate_sin_omega() o_vdrive.calculate_bank2_iv_ratio_omega_90() o_vdrive.calculate_table2() o_vdrive.calculate_mean_table2() o_vdrive.calculate_output_table() output_table_calculated = o_vdrive.output_table # col 0 top output_table_col0_top_expected = [0.812640079, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, 0.702029178, 0.660330092, 0.733149078, 0.782841806, 0.836570855, 0.857984191, 1.03785908, 1.071183875, 1.000483599] _returned_expected = zip(output_table_calculated[0:21, 0], output_table_col0_top_expected) for _returned, _expected in _returned_expected: if np.isnan(_returned) and np.isnan(_expected): self.assertTrue(True) else: self.assertAlmostEqual(_returned, _expected, delta=self.maxDiff) # col 0 bottom output_table_col0_bottom_expected = [1.01526225, 2.307186346, 0.879244772, 1.163050838, 0.779546467, 1.154482123, 1.578486721, 1.142830628, 1.402556211, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN, np.NaN] _returned_expected = zip(output_table_calculated[-21:, 0], output_table_col0_bottom_expected) for _returned, _expected in _returned_expected: if np.isnan(_returned) and np.isnan(_expected): self.assertTrue(True) else: self.assertAlmostEqual(_returned, _expected, delta=self.maxDiff)
def test_mean_table(self): """assert mean table2 is correct""" vdrive_file = self.filename o_vdrive = VDriveHandler(filename=vdrive_file) o_vdrive.initialize_bank_xaxis() o_vdrive.keep_columns_of_interest() o_vdrive.isolating_banks() o_vdrive.calculate_mean_omega_45() o_vdrive.calculate_sin_omega() o_vdrive.calculate_bank2_iv_ratio_omega_90() o_vdrive.calculate_table2() o_vdrive.calculate_mean_table2() mean_calculated = o_vdrive.mean_table mean_expected = [2.133214161, 1.168463923, 0.836050093, 0.969270446, 0.279793507, 0.143081008, 0.413152847, 0.370048531] _calculated_vs_expected = zip(mean_calculated, mean_expected) for _returned, _expected in _calculated_vs_expected: self.assertAlmostEqual(_returned, _expected, delta=self.maxDiff)
def test_table2_bank2(self): """assert sin(omega)*iv works for banks 2""" vdrive_file = self.filename o_vdrive = VDriveHandler(filename=vdrive_file) o_vdrive.initialize_bank_xaxis() o_vdrive.keep_columns_of_interest() o_vdrive.isolating_banks() o_vdrive.calculate_mean_omega_45() o_vdrive.calculate_sin_omega() o_vdrive.calculate_bank2_iv_ratio_omega_90() o_vdrive.calculate_table2() bank2_table_calculated = o_vdrive.bank2.table2 # top part of col 0 top_part_col_0_calculated = bank2_table_calculated[0:10, 0] top_part_col_0_expected = [1.655954058, 1.589657279, 1.379463645, 1.03711278, 1.64395099, 0.898081364, 1.146506992, 0.907738153, 0.879945042, 0.885502018] _returned_vs_expected = zip(top_part_col_0_calculated, top_part_col_0_expected) for _returned, _expected in _returned_vs_expected: self.assertAlmostEqual(_returned, _expected, delta=self.maxDiff) # top part of col 2 top_part_col_2_calculated = bank2_table_calculated[0:10, 2] top_part_col_2_expected = [1.075608189, 0.810566687, 0.741113623, 0.652813589, 0.553629733, 1.147922011, 0.766310021, 0.537520495, 0.48164904, 0.627781758] _returned_vs_expected = zip(top_part_col_2_calculated, top_part_col_2_expected) for _returned, _expected in _returned_vs_expected: self.assertAlmostEqual(_returned, _expected, delta=self.maxDiff) # bottom part of col 0 bottom_part_col_0_calculated = bank2_table_calculated[-12:, 0] bottom_part_col_0_expected = [2.478929294, 2.189971774, 3.270427705, 2.801114774, 1.88676372, 2.323232895, 1.96169545, 2.769796199, 2.55591012, 2.735695043, 3.342786421, 3.290499535] _returned_vs_expected = zip(bottom_part_col_0_calculated, bottom_part_col_0_expected) for _returned, _expected in _returned_vs_expected: self.assertAlmostEqual(_returned, _expected, delta=self.maxDiff)
def test_bank2_iv_ratio_omega_90(self): """assert bank2 iv ratio omega 90""" vdrive_file = self.filename o_vdrive = VDriveHandler(filename=vdrive_file) o_vdrive.initialize_bank_xaxis() o_vdrive.keep_columns_of_interest() o_vdrive.isolating_banks() o_vdrive.calculate_mean_omega_45() o_vdrive.calculate_sin_omega() o_vdrive.calculate_bank2_iv_ratio_omega_90() # col 0 iv_ratio_omega_90_calculated = o_vdrive.bank2.iv_ratio_omega_90[:,0] iv_ratio_omega_90_expected = [1.033983906, 0.879617289, 0.892355783, 0.715981561, 0.691115888, 0.652407466, 0.530479435, 0.749767571, 0.700354435, 1.079204328, 1.05466988, 1.327044616] _returned_vs_expected = zip(iv_ratio_omega_90_calculated, iv_ratio_omega_90_expected) for _returned, _expected in _returned_vs_expected: self.assertAlmostEqual(_returned, _expected, delta=self.maxDiff) # col 2 iv_ratio_omega_90_calculated = o_vdrive.bank2.iv_ratio_omega_90[:,2] iv_ratio_omega_90_expected = [1.124049719, 0.994620789, 0.762225514, 0.963104237, 0.555244755, 0.579175129, 0.742196268, 0.836293488, 0.792550412, 1.015357199, 1.17216025, 1.084610855] _returned_vs_expected = zip(iv_ratio_omega_90_calculated, iv_ratio_omega_90_expected) for _returned, _expected in _returned_vs_expected: self.assertAlmostEqual(_returned, _expected, delta=self.maxDiff) # mean values _mean_iv_ratio_omega_90_calculated = o_vdrive.bank2.mean_iv_ratio_omega_90[0:7] _mean_iv_ratio_omega_90_expected = [0.85891518, 0.857602759, 0.885132385, 0.891429027, 0.928733701, 0.908020406, 0.919771881] _returned_vs_expected = zip(_mean_iv_ratio_omega_90_calculated, _mean_iv_ratio_omega_90_expected) for _returned, _expected in _returned_vs_expected: self.assertAlmostEqual(_returned, _expected, delta=self.maxDiff)