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)
