def test_to_problem(self, mocked_platypus):
mocked_model = Model('test', function=mock.Mock())
mocked_model.levers = [
RealParameter('a', 0, 1),
RealParameter('b', 0, 1)
]
mocked_model.uncertainties = [
RealParameter('c', 0, 1),
RealParameter('d', 0, 1)
]
mocked_model.outcomes = [ScalarOutcome('x'), ScalarOutcome('y')]
mocked_model.constraints = []
searchover = 'levers'
problem = to_problem(mocked_model, searchover)
self.assertEqual(searchover, problem.searchover)
for entry in problem.parameters:
self.assertIn(entry.name, mocked_model.levers.keys())
self.assertIn(entry, list(mocked_model.levers))
for entry in problem.outcome_names:
self.assertIn(entry.name, mocked_model.outcomes.keys())
searchover = 'uncertainties'
problem = to_problem(mocked_model, searchover)
self.assertEqual(searchover, problem.searchover)
for entry in problem.parameters:
self.assertIn(entry.name, mocked_model.uncertainties.keys())
self.assertIn(entry, list(mocked_model.uncertainties))
for entry in problem.outcome_names:
self.assertIn(entry.name, mocked_model.outcomes.keys())
def test_to_problem(self, mocked_platypus):
mocked_model = Model('test', function=mock.Mock())
mocked_model.levers = [RealParameter('a', 0, 1),
RealParameter('b', 0, 1)]
mocked_model.uncertainties = [RealParameter('c', 0, 1),
RealParameter('d', 0, 1)]
mocked_model.outcomes = [ScalarOutcome('x'), ScalarOutcome('y')]
mocked_model.constraints = []
searchover = 'levers'
problem = to_problem(mocked_model, searchover)
self.assertEqual(searchover, problem.searchover)
for entry in problem.parameters:
self.assertIn(entry.name, mocked_model.levers.keys())
self.assertIn(entry, list(mocked_model.levers))
for entry in problem.outcome_names:
self.assertIn(entry.name, mocked_model.outcomes.keys())
searchover = 'uncertainties'
problem = to_problem(mocked_model, searchover)
self.assertEqual(searchover, problem.searchover)
for entry in problem.parameters:
self.assertIn(entry.name, mocked_model.uncertainties.keys())
self.assertIn(entry, list(mocked_model.uncertainties))
for entry in problem.outcome_names:
self.assertIn(entry.name, mocked_model.outcomes.keys())
