def test_fail(self, mock_hook):
task = MLEngineManageModelOperator(task_id="task-id",
project_id=TEST_PROJECT_ID,
model=TEST_MODEL,
operation="invalid",
gcp_conn_id=TEST_GCP_CONN_ID,
delegate_to=TEST_DELEGATE_TO)
with self.assertRaises(ValueError):
task.execute(None)
def test_success_create_model(self, mock_hook):
task = MLEngineManageModelOperator(task_id="task-id",
project_id=TEST_PROJECT_ID,
model=TEST_MODEL,
operation="create",
gcp_conn_id=TEST_GCP_CONN_ID,
delegate_to=TEST_DELEGATE_TO)
task.execute(None)
mock_hook.assert_called_once_with(delegate_to=TEST_DELEGATE_TO,
gcp_conn_id=TEST_GCP_CONN_ID)
mock_hook.return_value.create_model.assert_called_once_with(
project_id=TEST_PROJECT_ID, model=TEST_MODEL)
def test_success_get_model(self, mock_hook):
task = MLEngineManageModelOperator(task_id="task-id",
project_id=TEST_PROJECT_ID,
model=TEST_MODEL,
operation="get",
gcp_conn_id=TEST_GCP_CONN_ID,
delegate_to=TEST_DELEGATE_TO)
result = task.execute(None)
mock_hook.assert_called_once_with(delegate_to=TEST_DELEGATE_TO,
gcp_conn_id=TEST_GCP_CONN_ID)
mock_hook.return_value.get_model.assert_called_once_with(
project_id=TEST_PROJECT_ID, model_name=TEST_MODEL_NAME)
self.assertEqual(mock_hook.return_value.get_model.return_value, result)
def test_success_get_model(self, mock_hook):
task = MLEngineManageModelOperator(
task_id="task-id",
project_id=TEST_PROJECT_ID,
model=TEST_MODEL,
operation="get",
gcp_conn_id=TEST_GCP_CONN_ID,
delegate_to=TEST_DELEGATE_TO,
impersonation_chain=TEST_IMPERSONATION_CHAIN,
)
result = task.execute(None)
mock_hook.assert_called_once_with(
delegate_to=TEST_DELEGATE_TO,
gcp_conn_id=TEST_GCP_CONN_ID,
impersonation_chain=TEST_IMPERSONATION_CHAIN,
)
mock_hook.return_value.get_model.assert_called_once_with(
project_id=TEST_PROJECT_ID, model_name=TEST_MODEL_NAME)
assert mock_hook.return_value.get_model.return_value == result