# Copyright 2023 Google LLC # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # from google import auth from google.api_core import exceptions from google.api_core import operation as ga_operation from google.auth import credentials as auth_credentials from google.cloud import resourcemanager from google.cloud.aiplatform import vertex_ray from google.cloud.aiplatform_v1beta1.services.persistent_resource_service import ( PersistentResourceServiceClient, ) from google.cloud.aiplatform_v1beta1.types.persistent_resource import ( PersistentResource, ) from google.cloud.aiplatform_v1beta1.types.persistent_resource import ( ResourceRuntime, ) from google.cloud.aiplatform_v1beta1.types.persistent_resource_service import ( DeletePersistentResourceRequest, ) import test_constants as tc import mock import pytest # -*- coding: utf-8 -*- # STOPPING _TEST_RESPONSE_STOPPING = PersistentResource() _TEST_RESPONSE_STOPPING.name = tc.ClusterConstants.TEST_VERTEX_RAY_PR_ADDRESS resource_runtime = ResourceRuntime() _TEST_RESPONSE_STOPPING.resource_runtime = resource_runtime _TEST_RESPONSE_STOPPING.state = "STOPPING" # ERROR _TEST_RESPONSE_ERROR = PersistentResource() _TEST_RESPONSE_ERROR.name = tc.ClusterConstants.TEST_VERTEX_RAY_PR_ADDRESS resource_runtime = ResourceRuntime() _TEST_RESPONSE_ERROR.resource_runtime = resource_runtime _TEST_RESPONSE_ERROR.state = "ERROR" @pytest.fixture(scope="module") def google_auth_mock(): with mock.patch.object(auth, "default") as auth_mock: auth_mock.return_value = ( auth_credentials.AnonymousCredentials(), tc.ProjectConstants.TEST_GCP_PROJECT_ID, ) yield auth_mock @pytest.fixture def get_project_number_mock(): with mock.patch.object( resourcemanager.ProjectsClient, "get_project" ) as get_project_number_mock: test_project = resourcemanager.Project( project_id=tc.ProjectConstants.TEST_GCP_PROJECT_ID ) test_project.name = f"projects/{tc.ProjectConstants.TEST_GCP_PROJECT_NUMBER}" get_project_number_mock.return_value = test_project yield get_project_number_mock @pytest.fixture def api_client_mock(): yield mock.create_autospec( PersistentResourceServiceClient, spec_set=True, instance=True ) @pytest.fixture def persistent_client_mock(api_client_mock): with mock.patch.object( vertex_ray.util._gapic_utils, "create_persistent_resource_client", ) as persistent_client_mock: # get_persistent_resource api_client_mock.get_persistent_resource.return_value = ( tc.ClusterConstants.TEST_RESPONSE_RUNNING_1_POOL ) # delete_persistent_resource delete_persistent_resource_lro_mock = mock.Mock(ga_operation.Operation) delete_persistent_resource_lro_mock.result.return_value = ( DeletePersistentResourceRequest() ) api_client_mock.delete_persistent_resource.return_value = ( delete_persistent_resource_lro_mock ) persistent_client_mock.return_value = api_client_mock yield persistent_client_mock @pytest.fixture def persistent_client_stopping_mock(api_client_mock): with mock.patch.object( vertex_ray.util._gapic_utils, "create_persistent_resource_client" ) as persistent_client_stopping_mock: api_client_mock.get_persistent_resource.return_value = _TEST_RESPONSE_STOPPING persistent_client_stopping_mock.return_value = api_client_mock yield persistent_client_stopping_mock @pytest.fixture def persistent_client_error_mock(api_client_mock): with mock.patch.object( vertex_ray.util._gapic_utils, "create_persistent_resource_client" ) as persistent_client_error_mock: # get_persistent_resource api_client_mock.get_persistent_resource.return_value = _TEST_RESPONSE_ERROR # delete_persistent_resource api_client_mock.delete_persistent_resource.side_effect = exceptions.NotFound persistent_client_error_mock.return_value = api_client_mock yield persistent_client_error_mock