AlejandroMorgante commented on code in PR #68479: URL: https://github.com/apache/airflow/pull/68479#discussion_r3447455338
########## providers/google/tests/unit/google/cloud/hooks/vertex_ai/test_agent_engine.py: ########## @@ -0,0 +1,260 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you 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 __future__ import annotations + +from unittest import mock + +import pytest + +from airflow.providers.google.cloud.hooks.vertex_ai.agent_engine import AgentEngineHook + +from unit.google.cloud.utils.base_gcp_mock import mock_base_gcp_hook_default_project_id + +BASE_STRING = "airflow.providers.google.common.hooks.base_google.{}" +AGENT_ENGINE_STRING = "airflow.providers.google.cloud.hooks.vertex_ai.agent_engine.{}" + +TEST_GCP_CONN_ID = "test-gcp-conn-id" +GCP_PROJECT = "test-project" +GCP_LOCATION = "us-central1" +AGENT_ENGINE_ID = "123" +AGENT_ENGINE_NAME = "projects/test-project/locations/us-central1/reasoningEngines/123" +OPERATION_NAME = "projects/test-project/locations/us-central1/operations/delete-123" +QUERY_OPERATION_NAME = "projects/test-project/locations/us-central1/operations/query-123" +CONFIG = {"display_name": "test-agent-engine"} +QUERY_CONFIG = {"query": "hello", "output_gcs_uri": "gs://test-bucket/query-output/"} +CHECK_QUERY_CONFIG = {"retrieve_result": True} + + +class TestAgentEngineHookWithDefaultProjectId: + def setup_method(self): + with mock.patch( + BASE_STRING.format("GoogleBaseHook.__init__"), new=mock_base_gcp_hook_default_project_id + ): + self.hook = AgentEngineHook(gcp_conn_id=TEST_GCP_CONN_ID) + + @mock.patch(AGENT_ENGINE_STRING.format("Client"), autospec=True) + def test_get_agent_engine_client(self, mock_client): + self.hook.get_credentials = mock.Mock(return_value=mock.sentinel.credentials, spec=()) + + result = self.hook.get_agent_engine_client(project_id=GCP_PROJECT, location=GCP_LOCATION) + + mock_client.assert_called_once_with( + project=GCP_PROJECT, + location=GCP_LOCATION, + credentials=mock.sentinel.credentials, + ) + assert result == mock_client.return_value.agent_engines + + @mock.patch(AGENT_ENGINE_STRING.format("AgentEngineHook.get_agent_engine_client"), autospec=True) + def test_create_agent_engine(self, mock_get_client): + result = self.hook.create_agent_engine( + project_id=GCP_PROJECT, + location=GCP_LOCATION, + config=CONFIG, + ) + + mock_get_client.assert_called_once_with(self.hook, project_id=GCP_PROJECT, location=GCP_LOCATION) + mock_get_client.return_value.create.assert_called_once_with( + agent=None, + config=CONFIG, + ) + assert result == mock_get_client.return_value.create.return_value + + @mock.patch(AGENT_ENGINE_STRING.format("AgentEngineHook.get_agent_engine_client"), autospec=True) + def test_get_agent_engine(self, mock_get_client): + result = self.hook.get_agent_engine( + project_id=GCP_PROJECT, + location=GCP_LOCATION, + agent_engine_id=AGENT_ENGINE_ID, + ) + + mock_get_client.return_value.get.assert_called_once_with(name=AGENT_ENGINE_NAME) + assert result == mock_get_client.return_value.get.return_value + + @mock.patch(AGENT_ENGINE_STRING.format("AgentEngineHook.get_agent_engine_client"), autospec=True) + def test_query_agent_engine(self, mock_get_client): + result = self.hook.query_agent_engine( + project_id=GCP_PROJECT, + location=GCP_LOCATION, + agent_engine_id=AGENT_ENGINE_ID, + config=QUERY_CONFIG, + ) + + mock_get_client.return_value.run_query_job.assert_called_once_with( + name=AGENT_ENGINE_NAME, + config=QUERY_CONFIG, + ) + assert result == mock_get_client.return_value.run_query_job.return_value + + @mock.patch(AGENT_ENGINE_STRING.format("AgentEngineHook.get_agent_engine_client"), autospec=True) + def test_check_query_agent_engine_job(self, mock_get_client): + result = self.hook.check_query_agent_engine_job( + project_id=GCP_PROJECT, + location=GCP_LOCATION, + operation_name=QUERY_OPERATION_NAME, + config=CHECK_QUERY_CONFIG, + ) + + mock_get_client.return_value.check_query_job.assert_called_once_with( + name=QUERY_OPERATION_NAME, + config=CHECK_QUERY_CONFIG, + ) + assert result == mock_get_client.return_value.check_query_job.return_value + + @mock.patch(AGENT_ENGINE_STRING.format("AgentEngineHook.check_query_agent_engine_job"), autospec=True) + def test_wait_for_query_agent_engine_job_returns_when_successful(self, mock_check_query_job): + mock_check_query_job.return_value.status = "SUCCESS" + + result = self.hook.wait_for_query_agent_engine_job( + project_id=GCP_PROJECT, + location=GCP_LOCATION, + operation_name=QUERY_OPERATION_NAME, + config=CHECK_QUERY_CONFIG, + ) + + mock_check_query_job.assert_called_once_with( + self.hook, + project_id=GCP_PROJECT, + location=GCP_LOCATION, + operation_name=QUERY_OPERATION_NAME, + config=CHECK_QUERY_CONFIG, + ) + assert result == mock_check_query_job.return_value + + @mock.patch(AGENT_ENGINE_STRING.format("AgentEngineHook.check_query_agent_engine_job"), autospec=True) + def test_wait_for_query_agent_engine_job_raises_on_failed_status(self, mock_check_query_job): + mock_check_query_job.return_value.status = "FAILED" + + with pytest.raises(RuntimeError, match="Agent Engine query job .* failed"): + self.hook.wait_for_query_agent_engine_job( + project_id=GCP_PROJECT, + location=GCP_LOCATION, + operation_name=QUERY_OPERATION_NAME, + config=CHECK_QUERY_CONFIG, + ) + + @mock.patch(AGENT_ENGINE_STRING.format("time.sleep"), autospec=True) + @mock.patch(AGENT_ENGINE_STRING.format("time.monotonic"), autospec=True) + @mock.patch(AGENT_ENGINE_STRING.format("AgentEngineHook.check_query_agent_engine_job"), autospec=True) + def test_wait_for_query_agent_engine_job_times_out( + self, mock_check_query_job, mock_monotonic, mock_sleep + ): + mock_check_query_job.return_value.status = "RUNNING" + mock_monotonic.side_effect = [1, 3] + + with pytest.raises(TimeoutError, match="Timed out waiting for Agent Engine query job"): + self.hook.wait_for_query_agent_engine_job( + project_id=GCP_PROJECT, + location=GCP_LOCATION, + operation_name=QUERY_OPERATION_NAME, + config=CHECK_QUERY_CONFIG, + timeout=1, + ) + + mock_sleep.assert_not_called() + Review Comment: Added! -- This is an automated message from the Apache Git Service. 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