def clear_scenarios():
"""
Clears the global, static scenarios mapping between test runs. This ensures
each test executes independently.
"""
Scenario.clear() # before test
yield
Scenario.clear() # after test
def test_parent_name_strips(parent_name, read_name):
"""
Tests if the Scenario class strips the parent field of any excess white
space.
"""
parent = Scenario(parent_name, "root", "", 0.5)
scen = Scenario("test", read_name, "", 0.2)
assert_(scen.parent is parent)
def test_modifications(num_modifications):
scen = Scenario("test", "", "", 0.5)
modifications = []
for idx in range(num_modifications):
constr = f"Constraint {idx}"
var = f"Variable {idx}"
value = idx
modifications.append((constr, var, value))
scen.add_modification(constr, var, value)
assert_equal(scen.modifications, modifications)
def test_branch_period_strips(period, expected):
"""
Tests if the Scenario class strips the branch period field of any excess
white space.
"""
scen = Scenario("", "", period, 0.1) # regular case
assert_equal(scen.branch_period, expected)
def test_clear(num_scenarios):
# Creates a number of scenarios - these are not interesting, per se, only
# that they are properly cleared from the cache once clear() is called.
scenarios = [Scenario(f"Scen {idx}", "", "", 1 / num_scenarios)
for idx in range(num_scenarios)]
assert_equal(Scenario.num_scenarios(), num_scenarios)
assert_equal(Scenario.scenarios(), scenarios)
Scenario.clear()
assert_equal(Scenario.num_scenarios(), 0)
assert_equal(Scenario.scenarios(), [])
def _process_scenarios(self, data_line: DataLine):
if data_line.indicator() == "SC": # new scenario
scen = Scenario(data_line.first_name(), data_line.second_name(),
data_line.third_name(), data_line.first_number())
self._current_scen = scen
return
var = data_line.first_name()
constr = data_line.second_name()
value = data_line.first_number()
assert self._current_scen is not None
self._current_scen.add_modification(constr, var, value)
if data_line.has_third_name() and data_line.has_second_number():
constr = data_line.third_name()
value = data_line.second_number()
self._current_scen.add_modification(constr, var, value)
def test_modifications_from_root_no_parent():
"""
Should return the same as the regular modifications property, as there is
no additional parent information.
"""
scen = Scenario("test", "root", "", 0.5)
assert_(scen.branches_from_root())
modifications = [("constr1", "row1", 1),
("constr2", "row2", 3.5),
("constr3", "row3", 10.8)]
for constr, var, value in modifications:
scen.add_modification(constr, var, value)
assert_equal(scen.modifications, modifications)
assert_equal(scen.modifications_from_root(), scen.modifications)
def test_parent_is_root(root, outcome):
scen = Scenario("test", root, "", 0.5)
assert_equal(scen.branches_from_root(), outcome)
def test_probability(prob: float):
scen = Scenario("", "", "", prob)
assert_almost_equal(scen.probability, prob)
def test_raises_probability(prob):
with assert_raises(ValueError):
Scenario("", "", "", prob)
def test_modifications_from_root_gets_all():
"""
Tests if modifications_from_root gets all modifications, both from the
child scenario, and its parent.
"""
parent = Scenario("parent", "root", "", 0.5)
assert_(parent.branches_from_root())
parent.add_modification("constr1", "row1", 1)
parent.add_modification("constr2", "row2", 2.5)
scen = Scenario("test", "parent", "", 0.5)
scen.add_modification("constr3", "row3", 8.1)
expected = parent.modifications + scen.modifications
assert_equal(scen.modifications_from_root(), expected)
def test_returns_parent_instance():
parent = Scenario("parent", "root", "", 0.5)
scen = Scenario("test", "parent", "", 0.2)
assert_(parent.parent is None) # branches from root
assert_(scen.parent is parent) # branches from parent
def test_modifications_from_root_overwrites_parent():
"""
Tests if child modifications of the same constraint/variable pair overwrite
parent modifications, as they should (the child is more specific).
"""
parent = Scenario("parent", "root", "", 0.5)
assert_(parent.branches_from_root())
parent.add_modification("constr1", "row1", 1)
parent.add_modification("constr2", "row2", 2.5)
scen = Scenario("test", "parent", "", 0.5)
scen.add_modification("constr2", "row2", 8.1)
expected = [("constr1", "row1", 1), ("constr2", "row2", 8.1)]
assert_equal(scen.modifications_from_root(), expected)
def test_parses_scenarios_small_instance():
"""
Tests if the parser correctly reads the scenarios of a small test instance.
"""
parser = StochParser("data/test/stoch_small_scenarios_problem.sto")
parser.parse()
assert_equal(len(parser.scenarios), 2)
# SC SCEN01 ROOT 0.333333 STAGE-2
# RHS C1 1 C2 5.0001
# X1 C1 5
first = Scenario("SCEN01", "ROOT", "STAGE-2", 0.333333)
first.add_modification("C1", "RHS", 1)
first.add_modification("C2", "RHS", 5.001)
first.add_modification("C1", "RHS", 5)
_compare_scenarios(parser.scenarios[0], first)
# SC SCEN02 SCEN01 0.666667 STAGE-3
# RHS C1 8
# X2 C2 7
second = Scenario("SCEN02", "SCEN01", "STAGE-3", 0.666667)
second.add_modification("C1", "RHS", 8)
second.add_modification("C1", "X2", 7)
_compare_scenarios(parser.scenarios[1], second)
def scenarios(self) -> List[Scenario]:
return Scenario.scenarios()
def test_repr():
scen = Scenario("test", "root", "stage-1", 0.1)
assert_equal(repr(scen), "Scenario(name=test, parent=root, period=stage-1)")
def test_str():
scen = Scenario("test", "root", "stage-1", 0.1)
assert_equal(str(scen), "name=test, parent=root, period=stage-1")
def test_name_strips(name, expected):
"""
Tests if the Scenario class strips the name field of any excess white space.
"""
scen = Scenario(name, "", "", 0.1)
assert_equal(scen.name, expected)
def test_parses_scenarios_sizes3():
"""
Tests if the scenarios of the small sizes3.sto are parsed correctly.
"""
parser = StochParser("data/sizes/sizes3")
parser.parse()
assert_equal(len(parser.scenarios), 3)
# Full first scenario of the sizes3.sto file.
desired = Scenario("SCEN01", "ROOT", "STAGE-2", 0.333333)
desired.add_modification("D01JJ02", "RHS", 1.750)
desired.add_modification("D02JJ02", "RHS", 5.250)
desired.add_modification("D03JJ02", "RHS", 8.750)
desired.add_modification("D04JJ02", "RHS", 7.000)
desired.add_modification("D05JJ02", "RHS", 24.500)
desired.add_modification("D06JJ02", "RHS", 17.500)
desired.add_modification("D07JJ02", "RHS", 10.500)
desired.add_modification("D08JJ02", "RHS", 8.750)
desired.add_modification("D09JJ02", "RHS", 8.750)
desired.add_modification("D10JJ02", "RHS", 3.500)
_compare_scenarios(parser.scenarios[0], desired)