def test_normalint_is_legal(self):
f1 = NormalIntegerHyperparameter("param", 0, 10, q=0.1, log=True)
self.assertFalse(f1.is_legal(3.1))
self.assertFalse(f1.is_legal(3.0)) # 3.0 behaves like an Integer
self.assertFalse(f1.is_legal("BlaBlaBla"))
self.assertTrue(f1.is_legal(2))
self.assertTrue(f1.is_legal(-15))
# 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(0.3))
self.assertTrue(f1.is_legal_vector(-0.1))
self.assertTrue(f1.is_legal_vector(1.1))
self.assertRaises(TypeError, f1.is_legal_vector, "Hahaha")
def test_normalint_is_legal(self):
with pytest.warns(RuntimeWarning, match='divide by zero encountered in log'):
f1 = NormalIntegerHyperparameter("param", 0, 10, q=0.1, log=True)
self.assertFalse(f1.is_legal(3.1))
self.assertFalse(f1.is_legal(3.0)) # 3.0 behaves like an Integer
self.assertFalse(f1.is_legal("BlaBlaBla"))
self.assertTrue(f1.is_legal(2))
self.assertTrue(f1.is_legal(-15))
# 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(0.3))
self.assertTrue(f1.is_legal_vector(-0.1))
self.assertTrue(f1.is_legal_vector(1.1))
self.assertRaises(TypeError, f1.is_legal_vector, "Hahaha")
def test_normalint_is_legal(self):
with pytest.warns(RuntimeWarning, match='divide by zero encountered in log'):
f1 = NormalIntegerHyperparameter("param", 0, 10, q=0.1, log=True)
self.assertFalse(f1.is_legal(3.1))
self.assertFalse(f1.is_legal(3.0)) # 3.0 behaves like an Integer
self.assertFalse(f1.is_legal("BlaBlaBla"))
self.assertTrue(f1.is_legal(2))
self.assertTrue(f1.is_legal(-15))
# 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(0.3))
self.assertTrue(f1.is_legal_vector(-0.1))
self.assertTrue(f1.is_legal_vector(1.1))
self.assertRaises(TypeError, f1.is_legal_vector, "Hahaha")
def test_normalint_is_legal(self):
f1 = NormalIntegerHyperparameter("param", 0, 10, q=0.1, log=True)
self.assertFalse(f1.is_legal(3.1))
self.assertFalse(f1.is_legal(3.0)) # 3.0 behaves like an Integer
self.assertFalse(f1.is_legal("BlaBlaBla"))
self.assertTrue(f1.is_legal(2))
self.assertTrue(f1.is_legal(-15))
# 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(0.3))
self.assertTrue(f1.is_legal_vector(-0.1))
self.assertTrue(f1.is_legal_vector(1.1))
self.assertFalse(f1.is_legal_vector("Hahaha"))
