1 | import sys |
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2 | import unittest |
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3 | import webbrowser |
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4 | from bumps import options |
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5 | |
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6 | from PyQt5 import QtGui, QtWidgets |
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7 | |
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8 | from unittest.mock import MagicMock |
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9 | |
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10 | # set up import paths |
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11 | import path_prepare |
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12 | |
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13 | from UnitTesting.TestUtils import QtSignalSpy |
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14 | |
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15 | # Local |
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16 | from sas.qtgui.Perspectives.Fitting.FittingOptions import FittingOptions |
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17 | |
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18 | if not QtWidgets.QApplication.instance(): |
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19 | app = QtWidgets.QApplication(sys.argv) |
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20 | |
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21 | class FittingOptionsTest(unittest.TestCase): |
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22 | '''Test the FittingOptions dialog''' |
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23 | def setUp(self): |
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24 | '''Create FittingOptions dialog''' |
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25 | self.widget = FittingOptions(None, config=options.FIT_CONFIG) |
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26 | |
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27 | def tearDown(self): |
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28 | '''Destroy the GUI''' |
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29 | self.widget.close() |
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30 | self.widget = None |
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31 | |
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32 | def testDefaults(self): |
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33 | '''Test the GUI in its default state''' |
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34 | self.assertIsInstance(self.widget, QtWidgets.QDialog) |
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35 | # Default title |
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36 | self.assertEqual(self.widget.windowTitle(), "Fit Algorithms") |
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37 | |
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38 | # The combo box |
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39 | self.assertIsInstance(self.widget.cbAlgorithm, QtWidgets.QComboBox) |
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40 | self.assertEqual(self.widget.cbAlgorithm.count(), 6) |
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41 | self.assertEqual(self.widget.cbAlgorithm.itemText(0), 'Nelder-Mead Simplex') |
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42 | self.assertEqual(self.widget.cbAlgorithm.itemText(4), 'Levenberg-Marquardt') |
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43 | self.assertEqual(self.widget.cbAlgorithm.currentIndex(), 4) |
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44 | |
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45 | def testAssignValidators(self): |
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46 | """ |
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47 | Check that line edits got correct validators |
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48 | """ |
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49 | # Can't reliably test the method in action, but can easily check the results |
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50 | |
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51 | # DREAM |
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52 | self.assertIsInstance(self.widget.samples_dream.validator(), QtGui.QIntValidator) |
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53 | self.assertIsInstance(self.widget.burn_dream.validator(), QtGui.QIntValidator) |
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54 | self.assertIsInstance(self.widget.pop_dream.validator(), QtGui.QDoubleValidator) |
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55 | self.assertIsInstance(self.widget.thin_dream.validator(), QtGui.QIntValidator) |
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56 | self.assertIsInstance(self.widget.steps_dream.validator(), QtGui.QIntValidator) |
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57 | # DE |
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58 | self.assertIsInstance(self.widget.steps_de.validator(), QtGui.QIntValidator) |
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59 | self.assertIsInstance(self.widget.CR_de.validator(), QtGui.QDoubleValidator) |
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60 | self.assertIsInstance(self.widget.pop_de.validator(), QtGui.QDoubleValidator) |
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61 | self.assertIsInstance(self.widget.F_de.validator(), QtGui.QDoubleValidator) |
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62 | self.assertIsInstance(self.widget.ftol_de.validator(), QtGui.QDoubleValidator) |
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63 | self.assertIsInstance(self.widget.xtol_de.validator(), QtGui.QDoubleValidator) |
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64 | |
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65 | # bottom value for floats and ints |
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66 | self.assertEqual(self.widget.steps_de.validator().bottom(), 0) |
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67 | self.assertEqual(self.widget.CR_de.validator().bottom(), 0) |
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68 | |
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69 | # Behaviour on empty cell |
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70 | self.widget.onAlgorithmChange(3) |
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71 | self.widget.steps_de.setText("") |
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72 | # This should disable the OK button |
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73 | ## self.assertFalse(self.widget.buttonBox.button(QtGui.QDialogButtonBox.Ok).isEnabled()) |
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74 | # Let's put some valid value in lineedit |
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75 | self.widget.steps_de.setText("1") |
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76 | # This should enable the OK button |
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77 | self.assertTrue(self.widget.buttonBox.button(QtWidgets.QDialogButtonBox.Ok).isEnabled()) |
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78 | |
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79 | def testOnAlgorithmChange(self): |
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80 | '''Test the combo box change callback''' |
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81 | # Current ID |
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82 | self.assertEqual(self.widget.current_fitter_id, 'lm') |
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83 | # index = 0 |
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84 | self.widget.onAlgorithmChange(0) |
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85 | # Check Nelder-Mead |
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86 | self.assertEqual(self.widget.stackedWidget.currentIndex(), 1) |
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87 | self.assertEqual(self.widget.current_fitter_id, 'lm') |
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88 | |
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89 | # index = 4 |
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90 | self.widget.onAlgorithmChange(4) |
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91 | # Check Levenberg-Marquad |
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92 | self.assertEqual(self.widget.stackedWidget.currentIndex(), 1) |
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93 | self.assertEqual(self.widget.current_fitter_id, 'lm') |
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94 | |
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95 | def testOnApply(self): |
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96 | '''Test bumps update''' |
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97 | # Spy on the update signal |
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98 | spy_apply = QtSignalSpy(self.widget, self.widget.fit_option_changed) |
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99 | |
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100 | # Set the DREAM optimizer |
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101 | self.widget.cbAlgorithm.setCurrentIndex(2) |
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102 | # Change some values |
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103 | self.widget.init_dream.setCurrentIndex(2) |
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104 | self.widget.steps_dream.setText("50") |
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105 | # Apply the new values |
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106 | self.widget.onApply() |
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107 | |
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108 | self.assertEqual(spy_apply.count(), 1) |
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109 | self.assertIn('DREAM', spy_apply.called()[0]['args'][0]) |
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110 | |
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111 | # Check the parameters |
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112 | self.assertEqual(options.FIT_CONFIG.values['dream']['steps'], 50.0) |
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113 | self.assertEqual(options.FIT_CONFIG.values['dream']['init'], 'cov') |
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114 | |
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115 | # test disabled until pyQt5 works well |
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116 | def testOnHelp(self): |
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117 | ''' Test help display''' |
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118 | webbrowser.open = MagicMock() |
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119 | |
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120 | # Invoke the action on default tab |
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121 | self.widget.onHelp() |
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122 | # Check if show() got called |
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123 | self.assertTrue(webbrowser.open.called) |
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124 | # Assure the filename is correct |
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125 | self.assertIn("optimizer.html", webbrowser.open.call_args[0][0]) |
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126 | |
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127 | # Change the combo index |
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128 | self.widget.cbAlgorithm.setCurrentIndex(2) |
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129 | self.widget.onHelp() |
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130 | # Check if show() got called |
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131 | self.assertEqual(webbrowser.open.call_count, 2) |
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132 | # Assure the filename is correct |
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133 | self.assertIn("fit-dream", webbrowser.open.call_args[0][0]) |
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134 | |
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135 | # Change the index again |
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136 | self.widget.cbAlgorithm.setCurrentIndex(4) |
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137 | self.widget.onHelp() |
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138 | # Check if show() got called |
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139 | self.assertEqual(webbrowser.open.call_count, 3) |
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140 | # Assure the filename is correct |
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141 | self.assertIn("fit-lm", webbrowser.open.call_args[0][0]) |
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142 | |
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143 | def testWidgetFromOptions(self): |
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144 | '''Test the helper function''' |
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145 | # test empty call |
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146 | self.assertIsNone(self.widget.widgetFromOption(None)) |
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147 | # test silly call |
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148 | self.assertIsNone(self.widget.widgetFromOption('poop')) |
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149 | self.assertIsNone(self.widget.widgetFromOption(QtWidgets.QMainWindow())) |
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150 | |
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151 | # Switch to DREAM |
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152 | self.widget.cbAlgorithm.setCurrentIndex(2) |
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153 | # test smart call |
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154 | self.assertIsInstance(self.widget.widgetFromOption('samples'), QtWidgets.QLineEdit) |
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155 | self.assertIsInstance(self.widget.widgetFromOption('init'), QtWidgets.QComboBox) |
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156 | |
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157 | def testUpdateWidgetFromBumps(self): |
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158 | '''Test the widget update''' |
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159 | # modify some value |
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160 | options.FIT_CONFIG.values['newton']['steps'] = 1234 |
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161 | options.FIT_CONFIG.values['newton']['starts'] = 666 |
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162 | options.FIT_CONFIG.values['newton']['xtol'] = 0.01 |
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163 | |
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164 | # Invoke the method for the changed |
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165 | self.widget.updateWidgetFromBumps('newton') |
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166 | |
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167 | # See that the widget picked up the right values |
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168 | self.assertEqual(self.widget.steps_newton.text(), '1234') |
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169 | self.assertEqual(self.widget.starts_newton.text(), '666') |
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170 | self.assertEqual(self.widget.ftol_newton.text(), '1e-06') # default |
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171 | self.assertEqual(self.widget.xtol_newton.text(), '0.01') |
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172 | |
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173 | if __name__ == "__main__": |
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174 | unittest.main() |
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