def test_ordinal_is_legal(self):
f1 = OrdinalHyperparameter("temp", ["freezing", "cold", "warm", "hot"])
self.assertTrue(f1.is_legal("warm"))
self.assertTrue(f1.is_legal(u"freezing"))
self.assertFalse(f1.is_legal("chill"))
self.assertFalse(f1.is_legal(2.5))
self.assertFalse(f1.is_legal("3"))
def test_ordinal_is_legal(self):
f1 = OrdinalHyperparameter("temp", ["freezing", "cold", "warm", "hot"])
self.assertTrue(f1.is_legal("warm"))
self.assertTrue(f1.is_legal(u"freezing"))
self.assertFalse(f1.is_legal("chill"))
self.assertFalse(f1.is_legal(2.5))
self.assertFalse(f1.is_legal("3"))
# Test is legal vector
self.assertTrue(f1.is_legal_vector(1.0))
self.assertTrue(f1.is_legal_vector(0.0))
self.assertTrue(f1.is_legal_vector(0))
self.assertTrue(f1.is_legal_vector(3))
self.assertFalse(f1.is_legal_vector(-0.1))
self.assertRaises(TypeError, f1.is_legal_vector, "Hahaha")
def test_ordinal_is_legal(self):
f1 = OrdinalHyperparameter("temp",
["freezing", "cold", "warm", "hot"])
self.assertTrue(f1.is_legal("warm"))
self.assertTrue(f1.is_legal(u"freezing"))
self.assertFalse(f1.is_legal("chill"))
self.assertFalse(f1.is_legal(2.5))
self.assertFalse(f1.is_legal("3"))
# Test is legal vector
self.assertTrue(f1.is_legal_vector(1.0))
self.assertTrue(f1.is_legal_vector(0.0))
self.assertTrue(f1.is_legal_vector(0))
self.assertTrue(f1.is_legal_vector(3))
self.assertFalse(f1.is_legal_vector(-0.1))
self.assertRaises(TypeError, f1.is_legal_vector, "Hahaha")