from __future__ import annotations from unittest import TestCase from unittest.mock import patch import optuna from optuna_dashboard import _note as note from optuna_dashboard import get_note from optuna_dashboard import save_note class NoteTestCase(TestCase): @patch("optuna_dashboard._note.SYSTEM_ATTR_MAX_LENGTH", 5) def test_split_and_concat_note_body(self) -> None: for dummy_body_str, attr_len in [ ("012", 1), ("01234", 1), ("012345", 2), ]: with self.subTest(f"with_{dummy_body_str}_{attr_len}"): attrs = note.split_body(dummy_body_str, None) assert len(attrs) == attr_len actual = note.concat_body(attrs, None) assert dummy_body_str == actual def test_save_and_get_study_note(self) -> None: study = optuna.create_study() for body, expected_ver in [("version 1", 1), ("version 2", 2)]: with self.subTest(body): save_note(study, body) system_attrs = study._storage.get_study_system_attrs(study._study_id) actual = get_note(study) assert actual == body note_dict = note.get_note_from_system_attrs(system_attrs, None) assert note_dict["body"] == body assert note_dict["version"] == expected_ver def test_save_and_get_trial_note(self) -> None: study = optuna.create_study() trial = study.ask({"x1": optuna.distributions.FloatDistribution(0, 10)}) for body, expected_ver in [("version 1", 1), ("version 2", 2)]: with self.subTest(body): save_note(trial, body) system_attrs = study._storage.get_study_system_attrs(study._study_id) actual = get_note(trial) assert actual == body note_dict = note.get_note_from_system_attrs(system_attrs, trial._trial_id) assert note_dict["body"] == body assert note_dict["version"] == expected_ver