def test_invalid_result(self, trial_config):
"""Test that invalid objectives cannot be set"""
t = Trial(**trial_config)
# Make sure valid ones pass
t.results = [
Trial.Result(name="asfda", type="constraint", value=None),
Trial.Result(name="asfdb", type="objective", value=1e-5),
]
# No results at all
with pytest.raises(ValueError) as exc:
t.results = []
assert "No objective found" in str(exc.value)
# No objectives
with pytest.raises(ValueError) as exc:
t.results = [
Trial.Result(name="asfda", type="constraint", value=None)
]
assert "No objective found" in str(exc.value)
# Bad objective type
with pytest.raises(ValueError) as exc:
t.results = [
Trial.Result(name="asfda", type="constraint", value=None),
Trial.Result(name="asfdb", type="objective", value=None),
]
assert "Results must contain" in str(exc.value)
def test_invalid_result(self, exp_config):
"""Test that invalid objectives cannot be set"""
t = Trial(**exp_config[1][1])
# Make sure valid ones pass
t.results = [
Trial.Result(name='asfda', type='constraint', value=None),
Trial.Result(name='asfdb', type='objective', value=1e-5)
]
# No results at all
with pytest.raises(ValueError) as exc:
t.results = []
assert 'No objective found' in str(exc.value)
# No objectives
with pytest.raises(ValueError) as exc:
t.results = [
Trial.Result(name='asfda', type='constraint', value=None)
]
assert 'No objective found' in str(exc.value)
# Bad objective type
with pytest.raises(ValueError) as exc:
t.results = [
Trial.Result(name='asfda', type='constraint', value=None),
Trial.Result(name='asfdb', type='objective', value=None)
]
assert 'Results must contain' in str(exc.value)
def _add_result(trial: Trial, y: float) -> Trial:
trial = copy.deepcopy(trial)
trial.results = [_result(y)]
trial.status = "completed"
return trial
