# Copyright 2025 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 pytest import mark from ..unittests.utils import simplify_events from .fixture import callback_agent from .utils import assert_agent_says from .utils import TestRunner @mark.parametrize( "agent_runner", [{"agent": callback_agent.agent.before_agent_callback_agent}], indirect=True, ) def test_before_agent_call(agent_runner: TestRunner): agent_runner.run("Hi.") # Assert the response content assert_agent_says( "End invocation event before agent call.", agent_name="before_agent_callback_agent", agent_runner=agent_runner, ) @mark.parametrize( "agent_runner", [{"agent": callback_agent.agent.before_model_callback_agent}], indirect=True, ) def test_before_model_call(agent_runner: TestRunner): agent_runner.run("Hi.") # Assert the response content assert_agent_says( "End invocation event before model call.", agent_name="before_model_callback_agent", agent_runner=agent_runner, ) # TODO: re-enable vertex by removing below line after fixing. @mark.parametrize("llm_backend", ["GOOGLE_AI"], indirect=True) @mark.parametrize( "agent_runner", [{"agent": callback_agent.agent.after_model_callback_agent}], indirect=True, ) def test_after_model_call(agent_runner: TestRunner): events = agent_runner.run("Hi.") # Assert the response content simplified_events = simplify_events(events) assert simplified_events[0][0] == "after_model_callback_agent" assert simplified_events[0][1].endswith( "Update response event after model call." )