import json from unittest import TestCase import optuna from optuna_dashboard.app import create_app from .wsgi_client import send_request class APITestCase(TestCase): def test_get_study_summaries(self) -> None: storage = optuna.storages.InMemoryStorage() storage.create_new_study("foo1") storage.create_new_study("foo2") app = create_app(storage) status, _, body = send_request( app, "/api/studies/", "GET", content_type="application/json", ) self.assertEqual(status, 200) study_summaries = json.loads(body)["study_summaries"] self.assertEqual(len(study_summaries), 2) def test_create_study(self) -> None: for name, directions, expected_status in [ ("single-objective success", ["minimize"], 201), ("multi-objective success", ["minimize", "maximize"], 201), ("invalid direction name", ["invalid-direction", "maximize"], 400), ]: with self.subTest(name): storage = optuna.storages.InMemoryStorage() self.assertEqual(len(storage.get_all_study_summaries()), 0) app = create_app(storage) request_body = { "study_name": "foo", "directions": directions, } status, _, _ = send_request( app, "/api/studies", "POST", content_type="application/json", body=json.dumps(request_body), ) self.assertEqual(status, expected_status) if expected_status == 201: self.assertEqual(len(storage.get_all_study_summaries()), 1) else: self.assertEqual(len(storage.get_all_study_summaries()), 0) def test_create_study_duplicated(self) -> None: storage = optuna.storages.InMemoryStorage() storage.create_new_study("foo") self.assertEqual(len(storage.get_all_study_summaries()), 1) app = create_app(storage) request_body = { "study_name": "foo", "direction": "minimize", } status, _, _ = send_request( app, "/api/studies", "POST", content_type="application/json", body=json.dumps(request_body), ) self.assertEqual(status, 400) self.assertEqual(len(storage.get_all_study_summaries()), 1) def test_delete_study(self) -> None: storage = optuna.storages.InMemoryStorage() storage.create_new_study("foo1") storage.create_new_study("foo2") self.assertEqual(len(storage.get_all_study_summaries()), 2) app = create_app(storage) status, _, _ = send_request( app, "/api/studies/1", "DELETE", content_type="application/json", ) self.assertEqual(status, 204) self.assertEqual(len(storage.get_all_study_summaries()), 1) def test_delete_study_not_found(self) -> None: storage = optuna.storages.InMemoryStorage() app = create_app(storage) status, _, _ = send_request( app, "/api/studies/1", "DELETE", content_type="application/json", ) self.assertEqual(status, 404) class BottleRequestHookTestCase(TestCase): def test_ignore_trailing_slashes(self) -> None: storage = optuna.storages.InMemoryStorage() app = create_app(storage) endpoints = ["/api/studies", "/api/studies/"] for endpoint in endpoints: with self.subTest(msg=endpoint): status, _, body = send_request( app, endpoint, "GET", content_type="application/json", ) self.assertEqual(status, 200)