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| 1 | +# Test methods with long descriptive names can omit docstrings |
| 2 | +# pylint: disable=missing-docstring |
| 3 | +import numpy as np |
| 4 | + |
| 5 | +from Orange.data import Table |
| 6 | +from Orange.distance import MahalanobisDistance |
| 7 | +from Orange.widgets.unsupervised.owdistances import OWDistances, METRICS |
| 8 | +from Orange.widgets.tests.base import WidgetTest |
| 9 | + |
| 10 | + |
| 11 | +class TestOWDistances(WidgetTest): |
| 12 | + @classmethod |
| 13 | + def setUpClass(cls): |
| 14 | + super().setUpClass() |
| 15 | + cls.iris = Table("iris") |
| 16 | + cls.titanic = Table("titanic") |
| 17 | + |
| 18 | + def setUp(self): |
| 19 | + self.widget = self.create_widget(OWDistances) |
| 20 | + |
| 21 | + def test_distance_combo(self): |
| 22 | + """Check distances when the metric changes""" |
| 23 | + self.assertEqual(self.widget.metrics_combo.count(), len(METRICS)) |
| 24 | + self.send_signal("Data", self.iris) |
| 25 | + for i, metric in enumerate(METRICS): |
| 26 | + if isinstance(metric, MahalanobisDistance): |
| 27 | + metric.fit(self.iris) |
| 28 | + self.widget.metrics_combo.activated.emit(i) |
| 29 | + self.widget.metrics_combo.setCurrentIndex(i) |
| 30 | + self.send_signal("Data", self.iris) |
| 31 | + np.testing.assert_array_equal( |
| 32 | + metric(self.iris), self.get_output("Distances")) |
| 33 | + |
| 34 | + def test_error_message(self): |
| 35 | + """Check if error message appears and then disappears when |
| 36 | + data is removed from input""" |
| 37 | + self.send_signal("Data", self.iris) |
| 38 | + self.assertFalse(self.widget.Error.no_continuous_features.is_shown()) |
| 39 | + self.send_signal("Data", self.titanic) |
| 40 | + self.assertTrue(self.widget.Error.no_continuous_features.is_shown()) |
| 41 | + self.send_signal("Data", None) |
| 42 | + self.assertFalse(self.widget.Error.no_continuous_features.is_shown()) |
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