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Merge pull request #1417 from astaric/gui-tests
[ENH] Test widgets on travis
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47 changes: 47 additions & 0 deletions
47
Orange/widgets/classify/tests/test_owadaboostclassification.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,47 @@ | ||
| # Test methods with long descriptive names can omit docstrings | ||
| # pylint: disable=missing-docstring | ||
| from PyQt4 import QtGui | ||
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| from Orange.widgets.tests.base import WidgetTest | ||
| from Orange.widgets.classify.owadaboost import OWAdaBoostClassification | ||
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| class TestOWAdaBoostClassification(WidgetTest): | ||
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| def setUp(self): | ||
| self.widget = self.create_widget(OWAdaBoostClassification) | ||
| self.spinners = [] | ||
| self.spinners.append(self.widget.findChildren(QtGui.QSpinBox)[0]) | ||
| self.spinners.append(self.widget.findChildren(QtGui.QDoubleSpinBox)[0]) | ||
| self.combobox_algorithm = self.widget.findChildren(QtGui.QComboBox)[0] | ||
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| def test_visible_boxes(self): | ||
| """ Check if boxes are visible """ | ||
| self.assertEqual(self.spinners[0].isHidden(), False) | ||
| self.assertEqual(self.spinners[1].isHidden(), False) | ||
| self.assertEqual(self.combobox_algorithm.isHidden(), False) | ||
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| def test_parameters_on_output(self): | ||
| """ Check right paramaters on output """ | ||
| self.widget.apply() | ||
| learner_params = self.widget.learner.params | ||
| self.assertEqual(learner_params.get("n_estimators"), self.spinners[0].value()) | ||
| self.assertEqual(learner_params.get("learning_rate"), self.spinners[1].value()) | ||
| self.assertEqual(learner_params.get('algorithm'), self.combobox_algorithm.currentText()) | ||
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| def test_output_algorithm(self): | ||
| """ Check if right learning algorithm is on output when we change algorithm """ | ||
| for index, algorithmName in enumerate(self.widget.losses): | ||
| self.combobox_algorithm.setCurrentIndex(index) | ||
| self.combobox_algorithm.activated.emit(index) | ||
| self.assertEqual(self.combobox_algorithm.currentText(), algorithmName) | ||
| self.widget.apply() | ||
| self.assertEqual(self.widget.learner.params.get("algorithm").capitalize(), | ||
| self.combobox_algorithm.currentText().capitalize()) | ||
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| def test_learner_on_output(self): | ||
| """ Check if learner is on output after create widget and apply """ | ||
| self.widget.apply() | ||
| self.assertNotEqual(self.widget.learner, None) |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,53 @@ | ||
| # Test methods with long descriptive names can omit docstrings | ||
| # pylint: disable=missing-docstring | ||
| from PyQt4 import QtGui | ||
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| from Orange.widgets.tests.base import WidgetTest | ||
| from Orange.widgets.classify.owknn import OWKNNLearner | ||
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| class TestOwKnnClassification(WidgetTest): | ||
| def setUp(self): | ||
| self.widget = self.create_widget(OWKNNLearner) | ||
| self.combo_box = self.widget.findChildren(QtGui.QComboBox) | ||
| self.spinner = self.widget.findChildren(QtGui.QSpinBox) | ||
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| def test_boxes_visible(self): | ||
| """ Check if all boxes visible """ | ||
| self.assertEqual(self.combo_box[0].isHidden(), False) | ||
| self.assertEqual(self.combo_box[1].isHidden(), False) | ||
| self.assertEqual(self.spinner[0].isHidden(), False) | ||
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| def test_values_on_output(self): | ||
| """ Check if all values right on output """ | ||
| self.widget.apply() | ||
| learner = self.widget.learner.params | ||
| self.assertEqual(learner.get("n_neighbors"), self.spinner[0].value()) | ||
| self.assertEqual(learner.get("metric").capitalize(), self.combo_box[0].currentText()) | ||
| self.assertEqual(learner.get("weights").capitalize(), self.combo_box[1].currentText()) | ||
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| def test_selected_values_metrics(self): | ||
| """ Check right value of combobox metric is right on output """ | ||
| for index, metric in enumerate(self.widget.metrics): | ||
| self.combo_box[0].activated.emit(index) | ||
| self.combo_box[0].setCurrentIndex(index) | ||
| self.assertEqual(self.combo_box[0].currentText().capitalize(), metric.capitalize()) | ||
| self.widget.apply() | ||
| self.assertEqual(self.widget.learner.params.get("metric").capitalize(), | ||
| self.combo_box[0].currentText().capitalize()) | ||
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| def test_selected_values_weights(self): | ||
| """ Check right value of combobox metric is right on output """ | ||
| for index, metric in enumerate(self.widget.weights): | ||
| self.combo_box[1].activated.emit(index) | ||
| self.combo_box[1].setCurrentIndex(index) | ||
| self.assertEqual(self.combo_box[1].currentText().capitalize(), metric.capitalize()) | ||
| self.widget.apply() | ||
| self.assertEqual(self.widget.learner.params.get("weights").capitalize(), | ||
| self.combo_box[1].currentText().capitalize()) | ||
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| def test_learner_on_output(self): | ||
| """ Check if learner is on output after create widget and apply """ | ||
| self.widget.apply() | ||
| self.assertNotEqual(self.widget.learner, None) | ||
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107 changes: 107 additions & 0 deletions
107
Orange/widgets/classify/tests/test_owsvmclassification.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,107 @@ | ||
| # Test methods with long descriptive names can omit docstrings | ||
| # pylint: disable=missing-docstring | ||
| from PyQt4 import QtGui | ||
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| from Orange.data import Table | ||
| from Orange.widgets.classify.owsvmclassification import OWSVMClassification | ||
| from Orange.widgets.tests.base import WidgetTest | ||
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| class TestOWSVMClassification(WidgetTest): | ||
| def setUp(self): | ||
| self.widget = self.create_widget(OWSVMClassification) | ||
| self.widget.spin_boxes = self.widget.findChildren(QtGui.QDoubleSpinBox) | ||
| # max iter spin | ||
| self.widget.spin_boxes.append(self.widget.findChildren(QtGui.QSpinBox)[0]) | ||
| # max iter checkbox | ||
| self.widget.max_iter_check_box = self.widget.findChildren(QtGui.QCheckBox)[0] | ||
| self.spin_boxes = self.widget.spin_boxes | ||
| self.event_data = None | ||
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| def test_kernel_equation_run(self): | ||
| """ Check if right text is written for specific kernel """ | ||
| for i in range(0, 4): | ||
| if self.widget.kernel_box.buttons[i].isChecked(): | ||
| self.assertEqual(self.widget.kernel_eq, self.widget.kernels[i][1]) | ||
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| def test_kernel_equation(self): | ||
| """ Check if right text is written for specific kernel after click """ | ||
| for index in range(0, 4): | ||
| self.widget.kernel_box.buttons[index].click() | ||
| self.assertEqual(self.widget.kernel_eq, self.widget.kernels[index][1]) | ||
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| def test_kernel_display_run(self): | ||
| """ Check if right spinner box for selected kernel are visible after widget start """ | ||
| for button_pos, value in ((0, [False, False, False]), | ||
| (1, [True, True, True]), | ||
| (2, [True, False, False]), | ||
| (3, [True, True, False])): | ||
| if self.widget.kernel_box.buttons[button_pos].isChecked(): | ||
| self.assertEqual([not self.spin_boxes[i].box.isHidden() for i in range(2, 5)], | ||
| value) | ||
| break | ||
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| def test_kernel_display(self): | ||
| """ Check if right spinner box for selected kernel are visible after we select kernel """ | ||
| for button_pos, value in ((0, [False, False, False]), | ||
| (1, [True, True, True]), | ||
| (2, [True, False, False]), | ||
| (3, [True, True, False])): | ||
| self.widget.kernel_box.buttons[button_pos].click() | ||
| self.widget.kernel_box.buttons[button_pos].isChecked() | ||
| self.assertEqual([not self.spin_boxes[i].box.isHidden() for i in range(2, 5)], value) | ||
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| def test_optimization_box_visible(self): | ||
| """ Check if both spinner box is visible after starting widget """ | ||
| self.assertEqual(self.spin_boxes[5].box.isHidden(), False) | ||
| self.assertEqual(self.spin_boxes[6].box.isHidden(), False) | ||
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| def test_optimization_box_checked(self): | ||
| """ Check if spinner box for iteration limit is enabled or disabled """ | ||
| for value in (True, False): | ||
| self.widget.max_iter_check_box.setChecked(value) | ||
| self.assertEqual(self.widget.max_iter_check_box.isChecked(), value) | ||
| self.assertEqual(self.spin_boxes[6].isEnabled(), value) | ||
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| def test_type_button_checked(self): | ||
| """ Check if SVM type is selected after click """ | ||
| self.widget.type_box.buttons[0].click() | ||
| self.assertEqual(self.widget.type_box.buttons[0].isChecked(), True) | ||
| self.widget.type_box.buttons[1].click() | ||
| self.assertEqual(self.widget.type_box.buttons[1].isChecked(), True) | ||
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| def test_type_button_properties_visible(self): | ||
| """ Check if spinner box in SVM type are visible """ | ||
| self.assertEqual(not self.spin_boxes[0].isHidden(), True) | ||
| self.assertEqual(not self.spin_boxes[1].isHidden(), True) | ||
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| def test_data_before_apply(self): | ||
| """ Check if data are set """ | ||
| self.widget.set_data(Table("iris")[:100]) | ||
| self.widget.apply() | ||
| self.assertEqual(len(self.widget.data), 100) | ||
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| def test_output_signal_learner(self): | ||
| """ Check if we have on output learner """ | ||
| self.widget.kernel_box.buttons[0].click() | ||
| self.widget.set_data(Table("iris")[:100]) | ||
| self.widget.apply() | ||
| self.assertNotEqual(self.widget.learner, None) | ||
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| def test_output_params(self): | ||
| """ Check ouput params """ | ||
| self.widget.kernel_box.buttons[0].click() | ||
| self.widget.set_data(Table("iris")[:100]) | ||
| self.widget.max_iter_check_box.setChecked(True) | ||
| self.widget.apply() | ||
| self.widget.type_box.buttons[0].click() | ||
| params = self.widget.learner.params | ||
| self.assertEqual(params.get('C'), self.spin_boxes[0].value()) | ||
| self.widget.type_box.buttons[1].click() | ||
| params = self.widget.learner.params | ||
| self.assertEqual(params.get('nu'), self.spin_boxes[1].value()) | ||
| self.assertEqual(params.get('gamma'), self.spin_boxes[2].value()) | ||
| self.assertEqual(params.get('coef0'), self.spin_boxes[3].value()) | ||
| self.assertEqual(params.get('degree'), self.spin_boxes[4].value()) | ||
| self.assertEqual(params.get('tol'), self.spin_boxes[5].value()) | ||
| self.assertEqual(params.get('max_iter'), self.spin_boxes[6].value()) |
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