def test_create_duplicate_experiments(self): fs = FileStore(self.test_root) for exp_id in self.experiments: name = self.exp_data[exp_id]["name"] with self.assertRaises(Exception): fs.create_experiment(name)
def test_delete_restore_experiment(self): fs = FileStore(self.test_root) exp_id = self.experiments[random_int(0, len(self.experiments) - 1)] exp_name = self.exp_data[exp_id]["name"] # delete it fs.delete_experiment(exp_id) self.assertTrue(exp_id not in self._extract_ids( fs.list_experiments(ViewType.ACTIVE_ONLY))) self.assertTrue(exp_id in self._extract_ids( fs.list_experiments(ViewType.DELETED_ONLY))) self.assertTrue( exp_id in self._extract_ids(fs.list_experiments(ViewType.ALL))) self.assertEqual( fs.get_experiment(exp_id).lifecycle_stage, LifecycleStage.DELETED) # restore it fs.restore_experiment(exp_id) restored_1 = fs.get_experiment(exp_id) self.assertEqual(restored_1.experiment_id, exp_id) self.assertEqual(restored_1.name, exp_name) restored_2 = fs.get_experiment_by_name(exp_name) self.assertEqual(restored_2.experiment_id, exp_id) self.assertEqual(restored_2.name, exp_name) self.assertTrue(exp_id in self._extract_ids( fs.list_experiments(ViewType.ACTIVE_ONLY))) self.assertTrue(exp_id not in self._extract_ids( fs.list_experiments(ViewType.DELETED_ONLY))) self.assertTrue( exp_id in self._extract_ids(fs.list_experiments(ViewType.ALL))) self.assertEqual( fs.get_experiment(exp_id).lifecycle_stage, LifecycleStage.ACTIVE)
def _get_file_store(store_uri): path = urllib.parse.urlparse(store_uri).path return FileStore(path)