def test_validate_input_value_integer_out_of_bound(integer_space): """Test if out of bound values passed to integer space are rejected properly""" namespace = 'x' is_valid, casted_value = _validate_input_value("100.0", integer_space, namespace) assert not is_valid is_valid, casted_value = _validate_input_value("100", integer_space, namespace) assert not is_valid
def test_validate_input_value_categorical_string_value(categorical_space): """Test if literal string value passed to categorical space is validated properly""" namespace = 'x' is_valid, casted_value = _validate_input_value("random", categorical_space, namespace) assert not is_valid is_valid, casted_value = _validate_input_value("string", categorical_space, namespace) assert is_valid assert isinstance(casted_value, str)
def test_validate_input_value_categorical_integer_hit(categorical_space): """Test if integer value passed to categorical space is validated properly""" namespace = 'x' is_valid, casted_value = _validate_input_value("11", categorical_space, namespace) assert is_valid assert isinstance(casted_value, numbers.Number) is_valid, casted_value = _validate_input_value("11.0", categorical_space, namespace) assert is_valid assert isinstance(casted_value, numbers.Number)
def test_validate_input_value_real_out_of_bound(real_space): """Test if out of bound values passed to real space are rejected properly""" namespace = '/x' is_valid, casted_value = _validate_input_value("100.0", real_space, namespace) assert not is_valid is_valid, casted_value = _validate_input_value("100", real_space, namespace) assert not is_valid
def test_validate_input_value_categorical_string_number(categorical_space): """Test if string number value passed to categorical space is validated properly""" namespace = 'x' # Make sure integer 12 does not pass is_valid, casted_value = _validate_input_value("12", categorical_space, namespace) assert not is_valid # Now test "12" as a string is_valid, casted_value = _validate_input_value("'12'", categorical_space, namespace) assert is_valid assert isinstance(casted_value, str)
def test_validate_input_value_categorical_real_nohit(categorical_space): """Test if bad real value passed to categorical space is rejected properly""" namespace = 'x' is_valid, casted_value = _validate_input_value("10", categorical_space, namespace) assert not is_valid is_valid, casted_value = _validate_input_value("10.0", categorical_space, namespace) assert not is_valid is_valid, casted_value = _validate_input_value("10.2", categorical_space, namespace) assert not is_valid
def test_validate_input_value_integer_integer(integer_space): """Test if integer value passed to integer space is validated properly""" namespace = 'x' is_valid, casted_value = _validate_input_value("10", integer_space, namespace) assert is_valid assert isinstance(casted_value, numbers.Number)
def test_validate_input_value_integer_string(integer_space): """Test if string value passed to integer space is rejected properly""" namespace = '/x' is_valid, casted_value = _validate_input_value("string", integer_space, namespace) assert not is_valid
def test_validate_input_value_real_real(real_space): """Test if real value passed to real space is validated properly""" namespace = '/x' is_valid, casted_value = _validate_input_value("10.0", real_space, namespace) assert is_valid assert isinstance(casted_value, numbers.Number)
def test_validate_input_value_categorical_integer_nohit(categorical_space): """Test if bad integer value passed to categorical space is rejected properly""" namespace = "x" is_valid, casted_value = _validate_input_value("15", categorical_space, namespace) assert not is_valid
def test_validate_input_value_categorical_real_hit(categorical_space): """Test if real value passed to categorical space is validated properly""" namespace = "x" is_valid, casted_value = _validate_input_value("10.1", categorical_space, namespace) assert is_valid assert isinstance(casted_value, numbers.Number)
def test_validate_input_value_real_string(real_space): """Test if string value passed to real space is rejected properly""" namespace = 'x' is_valid, casted_value = _validate_input_value("string", real_space, namespace) assert not is_valid
def test_validate_input_value_real_integer(real_space): """Test if integer value passed to real space is validated properly""" namespace = "x" is_valid, casted_value = _validate_input_value("10", real_space, namespace) assert is_valid assert isinstance(casted_value, numbers.Number)