def test_add_correct_example(self):
expert = DummyPerfectExpert()
exploration = AttributeExploration(self.db, expert)
exploration.confirm_implication(self.db.open_implications[0])
imp = self.db.open_implications[0]
intent = imp.premise | imp.conclusion
self.db.add_example('test', intent)
self.assertEqual(len(self.db._cxt.objects), 5)
def test_add_correct_example(self):
expert = DummyPerfectExpert()
exploration = AttributeExploration(self.db, expert)
exploration.confirm_implication(self.db.open_implications[0])
imp = self.db.open_implications[0]
intent = imp.premise | imp.conclusion
self.db.add_example('test', intent)
self.assertEqual(len(self.db._cxt.objects), 5)
def test_add_incorrect_example(self):
expert = DummyPerfectExpert()
exploration = AttributeExploration(self.db, expert)
exploration.confirm_implication(self.db.open_implications[0])
imp = self.db.base[0]
intent = imp.premise
self.assertRaises(IllegalContextModification, self.db.add_example,
'test', intent)
self.assertEqual(len(self.db._cxt.objects), 4)
def test_add_incorrect_example(self):
expert = DummyPerfectExpert()
exploration = AttributeExploration(self.db, expert)
exploration.confirm_implication(self.db.open_implications[0])
imp = self.db.base[0]
intent = imp.premise
self.assertRaises(
IllegalContextModification,
self.db.add_example,
'test', intent
)
self.assertEqual(len(self.db._cxt.objects), 4)
def test_all(self):
basis = [
Implication(set([acute, right]), set([equilateral, isosceles])),
Implication(set([equilateral]), set([isosceles, acute]))
]
expert = GenericExpert(basis)
exploration = AttributeExploration(self.db, expert)
expert.explore(exploration)
self.assertEqual(len(self.db._cxt.objects), 6)
self.assertEqual(len(self.db.base), len(basis))
def test_correct_implication_reject(self):
expert = DummyPerfectExpert()
exploration = AttributeExploration(self.db, expert)
exploration.reject_implication(self.db.open_implications[0])
self.assertEqual(len(self.db._cxt.objects), 5)
def test_implication_confirm(self):
expert = DummyPerfectExpert()
exploration = AttributeExploration(self.db, expert)
exploration.confirm_implication(self.db.open_implications[0])
self.assertEqual(len(self.db.base), 1)
self.assertEqual(len(self.db.open_implications), 2)
def test_incorrect_implication_reject(self):
expert = DummyFoolishExpert()
exploration = AttributeExploration(self.db, expert)
self.assertRaises(NotCounterexample, exploration.reject_implication,
self.db.open_implications[0])
self.assertEqual(len(self.db._cxt.objects), 4)
def test_correct_implication_reject(self):
expert = DummyPerfectExpert()
exploration = AttributeExploration(self.db, expert)
exploration.reject_implication(self.db.open_implications[0])
self.assertEqual(len(self.db._cxt.objects), 5)
def test_implication_confirm(self):
expert = DummyPerfectExpert()
exploration = AttributeExploration(self.db, expert)
exploration.confirm_implication(self.db.open_implications[0])
self.assertEqual(len(self.db.base), 1)
self.assertEqual(len(self.db.open_implications), 2)
def test_with_foolish_expert(self):
expert = DummyFoolishExpert()
exploration = AttributeExploration(self.db, expert)
self.assertEqual(len(self.db.open_implications), 3,
"Wrong number of attribute implications")