def test_HardLimitOperator_both(self):
data = np.arange(12, dtype="float").reshape(4, 3)
operator = operators.HardLimitOperator(lower_limit=3.0,
upper_limit=9.0)
valid = data.copy()
valid[data < 3.0] = 3.0
valid[data > 9.0] = 9.0
self.run_operator_test(data, operator, valid)
def test_HardLimitOperator_both_mdi(self):
data = np.arange(12, dtype="float").reshape(4, 3)
operator = operators.HardLimitOperator(lower_limit=3.0,
lower_fill=99.0,
upper_limit=9.0,
upper_fill=123.0)
data[2, 2] = self.MDI
valid = data.copy()
valid[data < 3.0] = 99.0
valid[data > 9.0] = 123.0
valid[2, 2] = self.MDI
self.run_operator_test(data, operator, valid)
def test_HardLimitOperator_upper(self):
data = np.arange(12, dtype="float").reshape(4, 3)
operator = operators.HardLimitOperator(upper_limit=8.0)
valid = data.copy()
valid[data > 8.0] = 8.0
self.run_operator_test(data, operator, valid)