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 test_rename_experiment(self):
fs = FileStore(self.test_root)
exp_id = self.experiments[random_int(0, len(self.experiments) - 1)]
# Error cases
with self.assertRaises(Exception):
fs.rename_experiment(exp_id, None)
with self.assertRaises(Exception):
# test that names of existing experiments are checked before renaming
other_exp_id = None
for exp in self.experiments:
if exp != exp_id:
other_exp_id = exp
break
fs.rename_experiment(exp_id, fs.get_experiment(other_exp_id).name)
exp_name = self.exp_data[exp_id]["name"]
new_name = exp_name + "!!!"
self.assertNotEqual(exp_name, new_name)
self.assertEqual(fs.get_experiment(exp_id).name, exp_name)
fs.rename_experiment(exp_id, new_name)
self.assertEqual(fs.get_experiment(exp_id).name, new_name)
# Ensure that we cannot rename deleted experiments.
fs.delete_experiment(exp_id)
with pytest.raises(Exception) as e:
fs.rename_experiment(exp_id, exp_name)
assert "non-active lifecycle" in str(e.value)
self.assertEqual(fs.get_experiment(exp_id).name, new_name)
# Restore the experiment, and confirm that we acn now rename it.
fs.restore_experiment(exp_id)
self.assertEqual(fs.get_experiment(exp_id).name, new_name)
fs.rename_experiment(exp_id, exp_name)
self.assertEqual(fs.get_experiment(exp_id).name, exp_name)
def test_rename_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"]
new_name = exp_name + "!!!"
self.assertNotEqual(exp_name, new_name)
self.assertEqual(fs.get_experiment(exp_id).name, exp_name)
fs.rename_experiment(exp_id, new_name)
self.assertEqual(fs.get_experiment(exp_id).name, new_name)
# Ensure that we cannot rename deleted experiments.
fs.delete_experiment(exp_id)
with pytest.raises(Exception) as e:
fs.rename_experiment(exp_id, exp_name)
assert 'non-active lifecycle' in str(e.value)
self.assertEqual(fs.get_experiment(exp_id).name, new_name)
# Restore the experiment, and confirm that we acn now rename it.
fs.restore_experiment(exp_id)
self.assertEqual(fs.get_experiment(exp_id).name, new_name)
fs.rename_experiment(exp_id, exp_name)
self.assertEqual(fs.get_experiment(exp_id).name, exp_name)
