# Copyright 2024 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 unittest.mock import patch from google import auth from google.api_core import operation as ga_operation from google.auth import credentials as auth_credentials from vertexai import rag from vertexai.preview import rag as rag_preview from google.cloud.aiplatform_v1 import ( DeleteRagCorpusRequest, VertexRagDataServiceAsyncClient, VertexRagDataServiceClient, ) from google.cloud.aiplatform_v1beta1 import ( DeleteRagCorpusRequest as DeleteRagCorpusRequestPreview, VertexRagDataServiceAsyncClient as VertexRagDataServiceAsyncClientPreview, VertexRagDataServiceClient as VertexRagDataServiceClientPreview, ) import test_rag_constants_preview import test_rag_constants import mock import pytest # -*- coding: utf-8 -*- _TEST_CREDENTIALS = mock.Mock(spec=auth_credentials.AnonymousCredentials()) @pytest.fixture(scope="module") def google_auth_mock(): with mock.patch.object(auth, "default") as auth_mock: auth_mock.return_value = ( auth_credentials.AnonymousCredentials(), test_rag_constants_preview.TEST_PROJECT, ) yield auth_mock @pytest.fixture def authorized_session_mock(): with patch( "google.auth.transport.requests.AuthorizedSession" ) as MockAuthorizedSession: mock_auth_session = MockAuthorizedSession(_TEST_CREDENTIALS) yield mock_auth_session @pytest.fixture def rag_data_client_mock(): with mock.patch.object( rag.utils._gapic_utils, "create_rag_data_service_client" ) as rag_data_client_mock: api_client_mock = mock.Mock(spec=VertexRagDataServiceClient) # get_rag_corpus api_client_mock.get_rag_corpus.return_value = ( test_rag_constants.TEST_GAPIC_RAG_CORPUS ) # delete_rag_corpus delete_rag_corpus_lro_mock = mock.Mock(ga_operation.Operation) delete_rag_corpus_lro_mock.result.return_value = DeleteRagCorpusRequest() api_client_mock.delete_rag_corpus.return_value = delete_rag_corpus_lro_mock # get_rag_file api_client_mock.get_rag_file.return_value = ( test_rag_constants.TEST_GAPIC_RAG_FILE ) rag_data_client_mock.return_value = api_client_mock yield rag_data_client_mock @pytest.fixture def rag_data_client_preview_mock(): with mock.patch.object( rag_preview.utils._gapic_utils, "create_rag_data_service_client" ) as rag_data_client_mock: api_client_mock = mock.Mock(spec=VertexRagDataServiceClientPreview) # get_rag_corpus api_client_mock.get_rag_corpus.return_value = ( test_rag_constants_preview.TEST_GAPIC_RAG_CORPUS ) # delete_rag_corpus delete_rag_corpus_lro_mock = mock.Mock(ga_operation.Operation) delete_rag_corpus_lro_mock.result.return_value = DeleteRagCorpusRequestPreview() api_client_mock.delete_rag_corpus.return_value = delete_rag_corpus_lro_mock # get_rag_file api_client_mock.get_rag_file.return_value = ( test_rag_constants_preview.TEST_GAPIC_RAG_FILE ) rag_data_client_mock.return_value = api_client_mock yield rag_data_client_mock @pytest.fixture def rag_data_client_mock_exception(): with mock.patch.object( rag.utils._gapic_utils, "create_rag_data_service_client" ) as rag_data_client_mock_exception: api_client_mock = mock.Mock(spec=VertexRagDataServiceClient) # create_rag_corpus api_client_mock.create_rag_corpus.side_effect = Exception # update_rag_corpus api_client_mock.update_rag_corpus.side_effect = Exception # get_rag_corpus api_client_mock.get_rag_corpus.side_effect = Exception # list_rag_corpora api_client_mock.list_rag_corpora.side_effect = Exception # delete_rag_corpus api_client_mock.delete_rag_corpus.side_effect = Exception # upload_rag_file api_client_mock.upload_rag_file.side_effect = Exception # import_rag_files api_client_mock.import_rag_files.side_effect = Exception # get_rag_file api_client_mock.get_rag_file.side_effect = Exception # list_rag_files api_client_mock.list_rag_files.side_effect = Exception # delete_rag_file api_client_mock.delete_rag_file.side_effect = Exception rag_data_client_mock_exception.return_value = api_client_mock yield rag_data_client_mock_exception @pytest.fixture def rag_data_client_preview_mock_exception(): with mock.patch.object( rag_preview.utils._gapic_utils, "create_rag_data_service_client" ) as rag_data_client_mock_exception: api_client_mock = mock.Mock(spec=VertexRagDataServiceClientPreview) # create_rag_corpus api_client_mock.create_rag_corpus.side_effect = Exception # update_rag_corpus api_client_mock.update_rag_corpus.side_effect = Exception # get_rag_corpus api_client_mock.get_rag_corpus.side_effect = Exception # list_rag_corpora api_client_mock.list_rag_corpora.side_effect = Exception # delete_rag_corpus api_client_mock.delete_rag_corpus.side_effect = Exception # upload_rag_file api_client_mock.upload_rag_file.side_effect = Exception # import_rag_files api_client_mock.import_rag_files.side_effect = Exception # get_rag_file api_client_mock.get_rag_file.side_effect = Exception # list_rag_files api_client_mock.list_rag_files.side_effect = Exception # delete_rag_file api_client_mock.delete_rag_file.side_effect = Exception rag_data_client_mock_exception.return_value = api_client_mock yield rag_data_client_mock_exception @pytest.fixture def rag_data_async_client_mock_exception(): with mock.patch.object( rag.utils._gapic_utils, "create_rag_data_service_async_client" ) as rag_data_async_client_mock_exception: api_client_mock = mock.Mock(spec=VertexRagDataServiceAsyncClient) # import_rag_files api_client_mock.import_rag_files.side_effect = Exception rag_data_client_mock_exception.return_value = api_client_mock yield rag_data_async_client_mock_exception @pytest.fixture def rag_data_async_client_preview_mock_exception(): with mock.patch.object( rag_preview.utils._gapic_utils, "create_rag_data_service_async_client" ) as rag_data_async_client_mock_exception: api_client_mock = mock.Mock(spec=VertexRagDataServiceAsyncClientPreview) # import_rag_files api_client_mock.import_rag_files.side_effect = Exception rag_data_client_mock_exception.return_value = api_client_mock yield rag_data_async_client_mock_exception