adk-python/tests/unittests/tools/test_base_tool.py
Google Team Member 05917cabbd ADK changes
PiperOrigin-RevId: 759259620
2025-05-15 12:46:44 -07:00

142 lines
4.2 KiB
Python

# 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 typing import Optional
from google.adk.agents.invocation_context import InvocationContext
from google.adk.agents.sequential_agent import SequentialAgent
from google.adk.models.llm_request import LlmRequest
from google.adk.sessions.in_memory_session_service import InMemorySessionService
from google.adk.tools.base_tool import BaseTool
from google.adk.tools.tool_context import ToolContext
from google.genai import types
import pytest
class _TestingTool(BaseTool):
def __init__(
self,
declaration: Optional[types.FunctionDeclaration] = None,
):
super().__init__(name='test_tool', description='test_description')
self.declaration = declaration
def _get_declaration(self) -> Optional[types.FunctionDeclaration]:
return self.declaration
async def _create_tool_context() -> ToolContext:
session_service = InMemorySessionService()
session = await session_service.create_session(
app_name='test_app', user_id='test_user'
)
agent = SequentialAgent(name='test_agent')
invocation_context = InvocationContext(
invocation_id='invocation_id',
agent=agent,
session=session,
session_service=session_service,
)
return ToolContext(invocation_context)
@pytest.mark.asyncio
async def test_process_llm_request_no_declaration():
tool = _TestingTool()
tool_context = await _create_tool_context()
llm_request = LlmRequest()
await tool.process_llm_request(
tool_context=tool_context, llm_request=llm_request
)
assert llm_request.config is None
@pytest.mark.asyncio
async def test_process_llm_request_with_declaration():
declaration = types.FunctionDeclaration(
name='test_tool',
description='test_description',
parameters=types.Schema(
type=types.Type.STRING,
title='param_1',
),
)
tool = _TestingTool(declaration)
llm_request = LlmRequest()
tool_context = await _create_tool_context()
await tool.process_llm_request(
tool_context=tool_context, llm_request=llm_request
)
assert llm_request.config.tools[0].function_declarations == [declaration]
@pytest.mark.asyncio
async def test_process_llm_request_with_builtin_tool():
declaration = types.FunctionDeclaration(
name='test_tool',
description='test_description',
parameters=types.Schema(
type=types.Type.STRING,
title='param_1',
),
)
tool = _TestingTool(declaration)
llm_request = LlmRequest(
config=types.GenerateContentConfig(
tools=[types.Tool(google_search=types.GoogleSearch())]
)
)
tool_context = await _create_tool_context()
await tool.process_llm_request(
tool_context=tool_context, llm_request=llm_request
)
# function_declaration is added to another types.Tool without builtin tool.
assert llm_request.config.tools[1].function_declarations == [declaration]
@pytest.mark.asyncio
async def test_process_llm_request_with_builtin_tool_and_another_declaration():
declaration = types.FunctionDeclaration(
name='test_tool',
description='test_description',
parameters=types.Schema(
type=types.Type.STRING,
title='param_1',
),
)
tool = _TestingTool(declaration)
llm_request = LlmRequest(
config=types.GenerateContentConfig(
tools=[
types.Tool(google_search=types.GoogleSearch()),
types.Tool(function_declarations=[types.FunctionDeclaration()]),
]
)
)
tool_context = await _create_tool_context()
await tool.process_llm_request(
tool_context=tool_context, llm_request=llm_request
)
# function_declaration is added to existing types.Tool with function_declaration.
assert llm_request.config.tools[1].function_declarations[1] == declaration