mirror of
https://github.com/encounter/adk-python.git
synced 2026-07-09 18:19:28 -07:00
feat: Integrating Plugin with ADK
This change integrates the plugin system with ADK. PluginManager is attached to the invocation context similar to session/artifact/memory.
It includes integrations with following ADK internal callbacks:
* App callbacks: Integrated in the BaseRunner class, in run_async and run_live
* On Message callbacks: Integrated in the BaseRunner class, triggers on run_async.
* Agent callbacks: Integrated in the BaseAgent class. Leveraging the existing *callback functions
* Model callbacks: Integrating in the base_llm_flow.
* Tool callbacks: Integrated in functions.py, wrapped around the code for agent tool_callbacks
Sample code to use plugins:
```python
# Add plugins to Runner
runner = Runner(
app_name="my-app",
agent=root_agent,
artifact_service=artifact_service,
session_service=session_service,
memory_service=memory_service,
plugins=[
MySamplePlugin(),
LoggingPlugin(),
],
)
```
PiperOrigin-RevId: 781746586
This commit is contained in:
committed by
Copybara-Service
parent
16ba91cd01
commit
162228d208
@@ -26,6 +26,8 @@ from google.adk.agents.base_agent import BaseAgent
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from google.adk.agents.callback_context import CallbackContext
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from google.adk.agents.invocation_context import InvocationContext
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from google.adk.events import Event
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from google.adk.plugins.base_plugin import BasePlugin
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from google.adk.plugins.plugin_manager import PluginManager
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from google.adk.sessions.in_memory_session_service import InMemorySessionService
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from google.genai import types
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import pytest
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@@ -83,6 +85,35 @@ async def _async_after_agent_callback_append_agent_reply(
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)
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class MockPlugin(BasePlugin):
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before_agent_text = 'before_agent_text from MockPlugin'
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after_agent_text = 'after_agent_text from MockPlugin'
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def __init__(self, name='mock_plugin'):
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self.name = name
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self.enable_before_agent_callback = False
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self.enable_after_agent_callback = False
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async def before_agent_callback(
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self, *, agent: BaseAgent, callback_context: CallbackContext
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) -> Optional[types.Content]:
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if not self.enable_before_agent_callback:
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return None
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return types.Content(parts=[types.Part(text=self.before_agent_text)])
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async def after_agent_callback(
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self, *, agent: BaseAgent, callback_context: CallbackContext
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) -> Optional[types.Content]:
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if not self.enable_after_agent_callback:
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return None
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return types.Content(parts=[types.Part(text=self.after_agent_text)])
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@pytest.fixture
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def mock_plugin():
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return MockPlugin()
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class _IncompleteAgent(BaseAgent):
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pass
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@@ -113,7 +144,10 @@ class _TestingAgent(BaseAgent):
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async def _create_parent_invocation_context(
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test_name: str, agent: BaseAgent, branch: Optional[str] = None
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test_name: str,
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agent: BaseAgent,
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branch: Optional[str] = None,
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plugins: list[BasePlugin] = [],
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) -> InvocationContext:
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session_service = InMemorySessionService()
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session = await session_service.create_session(
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@@ -125,6 +159,7 @@ async def _create_parent_invocation_context(
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agent=agent,
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session=session,
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session_service=session_service,
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plugin_manager=PluginManager(plugins=plugins),
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)
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@@ -190,6 +225,36 @@ async def test_run_async_before_agent_callback_noop(
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spy_run_async_impl.assert_called_once()
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@pytest.mark.asyncio
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async def test_run_async_before_agent_callback_use_plugin(
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request: pytest.FixtureRequest,
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mocker: pytest_mock.MockerFixture,
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mock_plugin: MockPlugin,
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):
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"""Test that the before agent callback uses the plugin response if both plugin callback and canonical agent callbacks are present."""
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# Arrange
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agent = _TestingAgent(
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name=f'{request.function.__name__}_test_agent',
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before_agent_callback=_before_agent_callback_bypass_agent,
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)
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parent_ctx = await _create_parent_invocation_context(
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request.function.__name__, agent, plugins=[mock_plugin]
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)
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mock_plugin.enable_before_agent_callback = True
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spy_run_async_impl = mocker.spy(agent, BaseAgent._run_async_impl.__name__)
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spy_before_agent_callback = mocker.spy(agent, 'before_agent_callback')
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# Act
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events = [e async for e in agent.run_async(parent_ctx)]
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# Assert
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spy_before_agent_callback.assert_not_called()
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spy_run_async_impl.assert_not_called()
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assert len(events) == 1
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assert events[0].content.parts[0].text == MockPlugin.before_agent_text
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@pytest.mark.asyncio
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async def test_run_async_with_async_before_agent_callback_noop(
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request: pytest.FixtureRequest,
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@@ -486,6 +551,34 @@ async def test_after_agent_callbacks_chain(
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mock_cb.assert_called(expected_calls_count)
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@pytest.mark.asyncio
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async def test_run_async_after_agent_callback_use_plugin(
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request: pytest.FixtureRequest,
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mocker: pytest_mock.MockerFixture,
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mock_plugin: MockPlugin,
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):
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# Arrange
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agent = _TestingAgent(
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name=f'{request.function.__name__}_test_agent',
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after_agent_callback=_after_agent_callback_noop,
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)
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mock_plugin.enable_after_agent_callback = True
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parent_ctx = await _create_parent_invocation_context(
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request.function.__name__, agent, plugins=[mock_plugin]
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)
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spy_after_agent_callback = mocker.spy(agent, 'after_agent_callback')
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# Act
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events = [e async for e in agent.run_async(parent_ctx)]
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# Assert
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spy_after_agent_callback.assert_not_called()
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# The first event is regular model response, the second event is
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# after_agent_callback response.
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assert len(events) == 2
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assert events[1].content.parts[0].text == mock_plugin.after_agent_text
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@pytest.mark.asyncio
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async def test_run_async_after_agent_callback_noop(
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request: pytest.FixtureRequest,
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@@ -757,3 +850,7 @@ def test_set_parent_agent_for_sub_agent_twice(
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name=f'{request.function.__name__}_parent_2',
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sub_agents=[sub_agent],
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)
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if __name__ == '__main__':
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pytest.main([__file__])
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@@ -17,6 +17,7 @@ from unittest.mock import MagicMock
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from google.adk.agents.invocation_context import InvocationContext
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from google.adk.agents.langgraph_agent import LangGraphAgent
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from google.adk.events import Event
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from google.adk.plugins.plugin_manager import PluginManager
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from google.genai import types
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from langchain_core.messages import AIMessage
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from langchain_core.messages import HumanMessage
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@@ -169,6 +170,7 @@ async def test_langgraph_agent(
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mock_session.events = events_list
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mock_parent_context.invocation_id = "test_invocation_id"
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mock_parent_context.model_copy.return_value = mock_parent_context
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mock_parent_context.plugin_manager = PluginManager(plugins=[])
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weather_agent = LangGraphAgent(
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name="weather_agent",
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@@ -0,0 +1,128 @@
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# Copyright 2025 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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from typing import Optional
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from google.adk.agents import Agent
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from google.adk.agents.callback_context import CallbackContext
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from google.adk.models import LlmRequest
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from google.adk.models import LlmResponse
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from google.adk.plugins.base_plugin import BasePlugin
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from google.genai import types
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import pytest
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from ... import testing_utils
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class MockPlugin(BasePlugin):
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before_model_text = 'before_model_text from MockPlugin'
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after_model_text = 'after_model_text from MockPlugin'
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def __init__(self, name='mock_plugin'):
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self.name = name
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self.enable_before_model_callback = False
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self.enable_after_model_callback = False
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self.before_model_response = LlmResponse(
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content=testing_utils.ModelContent(
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[types.Part.from_text(text=self.before_model_text)]
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)
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)
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self.after_model_response = LlmResponse(
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content=testing_utils.ModelContent(
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[types.Part.from_text(text=self.after_model_text)]
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)
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)
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async def before_model_callback(
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self, *, callback_context: CallbackContext, llm_request: LlmRequest
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) -> Optional[LlmResponse]:
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if not self.enable_before_model_callback:
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return None
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return self.before_model_response
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async def after_model_callback(
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self, *, callback_context: CallbackContext, llm_response: LlmResponse
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) -> Optional[LlmResponse]:
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if not self.enable_after_model_callback:
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return None
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return self.after_model_response
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CANONICAL_MODEL_CALLBACK_CONTENT = 'canonical_model_callback_content'
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def canonical_agent_model_callback(**kwargs) -> Optional[LlmResponse]:
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return LlmResponse(
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content=testing_utils.ModelContent(
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[types.Part.from_text(text=CANONICAL_MODEL_CALLBACK_CONTENT)]
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)
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)
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@pytest.fixture
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def mock_plugin():
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return MockPlugin()
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def test_before_model_callback_with_plugin(mock_plugin):
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"""Tests that the model response is overridden by before_model_callback from the plugin."""
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responses = ['model_response']
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mock_model = testing_utils.MockModel.create(responses=responses)
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mock_plugin.enable_before_model_callback = True
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agent = Agent(
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name='root_agent',
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model=mock_model,
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)
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runner = testing_utils.InMemoryRunner(agent, plugins=[mock_plugin])
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assert testing_utils.simplify_events(runner.run('test')) == [
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('root_agent', mock_plugin.before_model_text),
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]
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def test_before_model_fallback_canonical_callback(mock_plugin):
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"""Tests that when plugin returns empty response, the model response is overridden by the canonical agent model callback."""
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responses = ['model_response']
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mock_plugin.enable_before_model_callback = False
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mock_model = testing_utils.MockModel.create(responses=responses)
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agent = Agent(
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name='root_agent',
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model=mock_model,
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before_model_callback=canonical_agent_model_callback,
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)
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runner = testing_utils.InMemoryRunner(agent)
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assert testing_utils.simplify_events(runner.run('test')) == [
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('root_agent', CANONICAL_MODEL_CALLBACK_CONTENT),
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]
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def test_before_model_callback_fallback_model(mock_plugin):
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"""Tests that the model response is executed normally when both plugin and canonical agent model callback return empty response."""
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responses = ['model_response']
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mock_plugin.enable_before_model_callback = False
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mock_model = testing_utils.MockModel.create(responses=responses)
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agent = Agent(
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name='root_agent',
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model=mock_model,
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)
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runner = testing_utils.InMemoryRunner(agent, plugins=[mock_plugin])
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assert testing_utils.simplify_events(runner.run('test')) == [
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('root_agent', 'model_response'),
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]
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if __name__ == '__main__':
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pytest.main([__file__])
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@@ -0,0 +1,128 @@
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# Copyright 2025 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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from typing import Any
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from typing import Dict
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from typing import Optional
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from google.adk.agents import Agent
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from google.adk.events.event import Event
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from google.adk.flows.llm_flows.functions import handle_function_calls_async
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from google.adk.plugins.base_plugin import BasePlugin
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from google.adk.tools.base_tool import BaseTool
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from google.adk.tools.function_tool import FunctionTool
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from google.adk.tools.tool_context import ToolContext
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from google.genai import types
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import pytest
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from ... import testing_utils
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class MockPlugin(BasePlugin):
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before_tool_response = {"MockPlugin": "before_tool_response from MockPlugin"}
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after_tool_response = {"MockPlugin": "after_tool_response from MockPlugin"}
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def __init__(self, name="mock_plugin"):
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self.name = name
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self.enable_before_tool_callback = False
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self.enable_after_tool_callback = False
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async def before_tool_callback(
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self,
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*,
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tool: BaseTool,
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tool_args: dict[str, Any],
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tool_context: ToolContext,
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) -> Optional[dict]:
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if not self.enable_before_tool_callback:
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return None
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return self.before_tool_response
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async def after_tool_callback(
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self,
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*,
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tool: BaseTool,
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tool_args: dict[str, Any],
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tool_context: ToolContext,
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result: dict,
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) -> Optional[dict]:
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if not self.enable_after_tool_callback:
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return None
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return self.after_tool_response
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@pytest.fixture
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def mock_tool():
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def simple_fn(**kwargs) -> Dict[str, Any]:
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return {"initial": "response"}
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return FunctionTool(simple_fn)
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@pytest.fixture
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def mock_plugin():
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return MockPlugin()
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async def invoke_tool_with_plugin(mock_tool, mock_plugin) -> Optional[Event]:
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"""Invokes a tool with a plugin."""
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model = testing_utils.MockModel.create(responses=[])
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agent = Agent(
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name="agent",
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model=model,
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tools=[mock_tool],
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)
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invocation_context = await testing_utils.create_invocation_context(
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agent=agent, user_content="", plugins=[mock_plugin]
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)
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# Build function call event
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function_call = types.FunctionCall(name=mock_tool.name, args={})
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content = types.Content(parts=[types.Part(function_call=function_call)])
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event = Event(
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invocation_id=invocation_context.invocation_id,
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author=agent.name,
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content=content,
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)
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tools_dict = {mock_tool.name: mock_tool}
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return await handle_function_calls_async(
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invocation_context,
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event,
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tools_dict,
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)
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@pytest.mark.asyncio
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async def test_async_before_tool_callback(mock_tool, mock_plugin):
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mock_plugin.enable_before_tool_callback = True
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result_event = await invoke_tool_with_plugin(mock_tool, mock_plugin)
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assert result_event is not None
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part = result_event.content.parts[0]
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assert part.function_response.response == mock_plugin.before_tool_response
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@pytest.mark.asyncio
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async def test_async_after_tool_callback(mock_tool, mock_plugin):
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mock_plugin.enable_after_tool_callback = True
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result_event = await invoke_tool_with_plugin(mock_tool, mock_plugin)
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assert result_event is not None
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part = result_event.content.parts[0]
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assert part.function_response.response == mock_plugin.after_tool_response
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if __name__ == "__main__":
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pytest.main([__file__])
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@@ -15,13 +15,20 @@
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from typing import Optional
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|
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from google.adk.agents.base_agent import BaseAgent
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from google.adk.agents.invocation_context import InvocationContext
|
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from google.adk.agents.llm_agent import LlmAgent
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from google.adk.artifacts.in_memory_artifact_service import InMemoryArtifactService
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from google.adk.events.event import Event
|
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from google.adk.plugins.base_plugin import BasePlugin
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from google.adk.runners import Runner
|
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from google.adk.sessions.in_memory_session_service import InMemorySessionService
|
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from google.adk.sessions.session import Session
|
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from google.genai import types
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import pytest
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|
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TEST_APP_ID = "test_app"
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TEST_USER_ID = "test_user"
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TEST_SESSION_ID = "test_session"
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|
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|
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class MockAgent(BaseAgent):
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@@ -72,6 +79,51 @@ class MockLlmAgent(LlmAgent):
|
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)
|
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|
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|
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class MockPlugin(BasePlugin):
|
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"""Mock plugin for unit testing."""
|
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|
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ON_USER_CALLBACK_MSG = (
|
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"Modified user message ON_USER_CALLBACK_MSG from MockPlugin"
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)
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ON_EVENT_CALLBACK_MSG = "Modified event ON_EVENT_CALLBACK_MSG from MockPlugin"
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|
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def __init__(self):
|
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super().__init__(name="mock_plugin")
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self.enable_user_message_callback = False
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self.enable_event_callback = False
|
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|
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async def on_user_message_callback(
|
||||
self,
|
||||
*,
|
||||
invocation_context: InvocationContext,
|
||||
user_message: types.Content,
|
||||
) -> Optional[types.Content]:
|
||||
if not self.enable_user_message_callback:
|
||||
return None
|
||||
return types.Content(
|
||||
role="model",
|
||||
parts=[types.Part(text=self.ON_USER_CALLBACK_MSG)],
|
||||
)
|
||||
|
||||
async def on_event_callback(
|
||||
self, *, invocation_context: InvocationContext, event: Event
|
||||
) -> Optional[Event]:
|
||||
if not self.enable_event_callback:
|
||||
return None
|
||||
return Event(
|
||||
invocation_id="",
|
||||
author="",
|
||||
content=types.Content(
|
||||
parts=[
|
||||
types.Part(
|
||||
text=self.ON_EVENT_CALLBACK_MSG,
|
||||
)
|
||||
],
|
||||
role=event.content.role,
|
||||
),
|
||||
)
|
||||
|
||||
|
||||
class TestRunnerFindAgentToRun:
|
||||
"""Tests for Runner._find_agent_to_run method."""
|
||||
|
||||
@@ -308,3 +360,73 @@ class TestRunnerFindAgentToRun:
|
||||
# MockAgent inherits from BaseAgent, not LlmAgent, so it should return False
|
||||
result = self.runner._is_transferable_across_agent_tree(non_llm_agent)
|
||||
assert result is False
|
||||
|
||||
|
||||
class TestRunnerWithPlugins:
|
||||
"""Tests for Runner with plugins."""
|
||||
|
||||
def setup_method(self):
|
||||
self.plugin = MockPlugin()
|
||||
self.session_service = InMemorySessionService()
|
||||
self.artifact_service = InMemoryArtifactService()
|
||||
self.root_agent = MockLlmAgent("root_agent")
|
||||
self.runner = Runner(
|
||||
app_name="test_app",
|
||||
agent=MockLlmAgent("test_agent"),
|
||||
session_service=self.session_service,
|
||||
artifact_service=self.artifact_service,
|
||||
plugins=[self.plugin],
|
||||
)
|
||||
|
||||
async def run_test(self, original_user_input="Hello") -> list[Event]:
|
||||
"""Prepares the test by creating a session and running the runner."""
|
||||
await self.session_service.create_session(
|
||||
app_name=TEST_APP_ID, user_id=TEST_USER_ID, session_id=TEST_SESSION_ID
|
||||
)
|
||||
events = []
|
||||
async for event in self.runner.run_async(
|
||||
user_id=TEST_USER_ID,
|
||||
session_id=TEST_SESSION_ID,
|
||||
new_message=types.Content(
|
||||
role="user", parts=[types.Part(text=original_user_input)]
|
||||
),
|
||||
):
|
||||
events.append(event)
|
||||
return events
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_runner_is_initialized_with_plugins(self):
|
||||
"""Test that the runner is initialized with plugins."""
|
||||
await self.run_test()
|
||||
|
||||
assert self.runner.plugin_manager is not None
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_runner_modifies_user_message_before_execution(self):
|
||||
"""Test that the runner modifies the user message before execution."""
|
||||
original_user_input = "original_input"
|
||||
self.plugin.enable_user_message_callback = True
|
||||
|
||||
await self.run_test(original_user_input=original_user_input)
|
||||
session = await self.session_service.get_session(
|
||||
app_name=TEST_APP_ID, user_id=TEST_USER_ID, session_id=TEST_SESSION_ID
|
||||
)
|
||||
generated_event = session.events[0]
|
||||
modified_user_message = generated_event.content.parts[0].text
|
||||
|
||||
assert modified_user_message == MockPlugin.ON_USER_CALLBACK_MSG
|
||||
|
||||
@pytest.mark.asyncio
|
||||
async def test_runner_modifies_event_after_execution(self):
|
||||
"""Test that the runner modifies the event after execution."""
|
||||
self.plugin.enable_event_callback = True
|
||||
|
||||
events = await self.run_test()
|
||||
generated_event = events[0]
|
||||
modified_event_message = generated_event.content.parts[0].text
|
||||
|
||||
assert modified_event_message == MockPlugin.ON_EVENT_CALLBACK_MSG
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
pytest.main([__file__])
|
||||
|
||||
@@ -30,6 +30,8 @@ from google.adk.models.base_llm import BaseLlm
|
||||
from google.adk.models.base_llm_connection import BaseLlmConnection
|
||||
from google.adk.models.llm_request import LlmRequest
|
||||
from google.adk.models.llm_response import LlmResponse
|
||||
from google.adk.plugins.base_plugin import BasePlugin
|
||||
from google.adk.plugins.plugin_manager import PluginManager
|
||||
from google.adk.runners import InMemoryRunner as AfInMemoryRunner
|
||||
from google.adk.runners import Runner
|
||||
from google.adk.sessions.in_memory_session_service import InMemorySessionService
|
||||
@@ -57,7 +59,10 @@ class ModelContent(types.Content):
|
||||
|
||||
|
||||
async def create_invocation_context(
|
||||
agent: Agent, user_content: str = '', run_config: RunConfig = None
|
||||
agent: Agent,
|
||||
user_content: str = '',
|
||||
run_config: RunConfig = None,
|
||||
plugins: list[BasePlugin] = [],
|
||||
):
|
||||
invocation_id = 'test_id'
|
||||
artifact_service = InMemoryArtifactService()
|
||||
@@ -67,6 +72,7 @@ async def create_invocation_context(
|
||||
artifact_service=artifact_service,
|
||||
session_service=session_service,
|
||||
memory_service=memory_service,
|
||||
plugin_manager=PluginManager(plugins=plugins),
|
||||
invocation_id=invocation_id,
|
||||
agent=agent,
|
||||
session=await session_service.create_session(
|
||||
@@ -165,6 +171,7 @@ class InMemoryRunner:
|
||||
self,
|
||||
root_agent: Union[Agent, LlmAgent],
|
||||
response_modalities: list[str] = None,
|
||||
plugins: list[BasePlugin] = [],
|
||||
):
|
||||
self.root_agent = root_agent
|
||||
self.runner = Runner(
|
||||
@@ -173,6 +180,7 @@ class InMemoryRunner:
|
||||
artifact_service=InMemoryArtifactService(),
|
||||
session_service=InMemorySessionService(),
|
||||
memory_service=InMemoryMemoryService(),
|
||||
plugins=plugins,
|
||||
)
|
||||
self.session_id = None
|
||||
|
||||
|
||||
Reference in New Issue
Block a user