2e7dc431b92fd66702ec1c1cd3142c3335c0f490,optuna/storages/_rdb/storage.py,RDBStorage,_update_trial,#RDBStorage#Any#Any#Any#Any#Any#Any#Any#Any#Any#,593

Before Change

                for value_model in value_models
            }
            for s, vs in step_to_values.items():
                for objective_id, v in enumerate(vs):
                    if (s, objective_id) in value_dict:
                        value_dict[(s, objective_id)].value = v
                        session.add(value_dict[(s, objective_id)])
                    else:
                        trial_model.step_to_values.extend(
                            [
                                models.TrialStepToValueModel(
                                    step=s, objective_id=objective_id, value=v
                                )
                            ]
                        )
        if params and distributions_:
            trial_param = (
                session.query(models.TrialParamModel)
                .filter(models.TrialParamModel.trial_id == trial_id)

After Change

                if s in value_dict:
                    value_dict[s].value = v
                    session.add(value_dict[s])
            trial_model.intermediate_values.extend(
                models.TrialIntermediateValueModel(step=s, value=v)
                for s, v in intermediate_values.items()
                if s not in value_dict
            )
        if params and distributions_:
            trial_param = (
                session.query(models.TrialParamModel)
                .filter(models.TrialParamModel.trial_id == trial_id)

Instances