def test_find_by_trial_and_objective(session: Session) -> None: trial = TestTrialValueModel._create_model(session) trial_value = TrialValueModel.find_by_trial_and_objective(trial, 0, session) assert trial_value is not None assert 10 == trial_value.value assert TrialValueModel.find_by_trial_and_objective(trial, 1, session) is None
def test_cascade_delete_on_trial(session: Session) -> None: trial = TestTrialValueModel._create_model(session) trial.values.append(TrialValueModel(trial_id=1, objective=1, value=20)) session.commit() assert 2 == len(TrialValueModel.where_trial_id(trial.trial_id, session)) session.delete(trial) session.commit() assert 0 == len(TrialValueModel.where_trial_id(trial.trial_id, session))
def test_where_trial_id(session: Session) -> None: trial = TestTrialValueModel._create_model(session) trial_values = TrialValueModel.where_trial_id(trial.trial_id, session) assert 1 == len(trial_values) assert 0 == trial_values[0].objective assert 10 == trial_values[0].value
def _create_model(session: Session) -> TrialModel: direction = StudyDirectionModel(direction=StudyDirection.MINIMIZE, objective=0) study = StudyModel(study_id=1, study_name="test-study", directions=[direction]) trial = TrialModel(trial_id=1, study_id=study.study_id, state=TrialState.COMPLETE) session.add(study) session.add(trial) session.add(TrialValueModel(trial_id=trial.trial_id, objective=0, value=10)) session.commit() return trial