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Before this change: `thought` flags was incorrectly removed if the current agent enables BuiltInPlanner. After this change: - When it's BuiltInPlanner, keep the thought flag in content history, so that model has full context of its previous thinking. - When it's PlanReactPlanner, removes the `thought` flag in content history, so that model sees as-is when the content was generated. PiperOrigin-RevId: 802737130
129 lines
4.3 KiB
Python
129 lines
4.3 KiB
Python
# 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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"""Unit tests for NL planning logic."""
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from unittest.mock import MagicMock
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from google.adk.agents.llm_agent import Agent
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from google.adk.flows.llm_flows._nl_planning import request_processor
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from google.adk.models.llm_request import LlmRequest
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from google.adk.planners.built_in_planner import BuiltInPlanner
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from google.adk.planners.plan_re_act_planner import PlanReActPlanner
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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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@pytest.mark.asyncio
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async def test_built_in_planner_content_list_unchanged():
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"""Test that BuiltInPlanner doesn't modify LlmRequest content list."""
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planner = BuiltInPlanner(thinking_config=types.ThinkingConfig())
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agent = Agent(name='test_agent', planner=planner)
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invocation_context = await testing_utils.create_invocation_context(
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agent=agent, user_content='test message'
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)
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# Create user/model/user conversation with thought in model response
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llm_request = LlmRequest(
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contents=[
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types.UserContent(parts=[types.Part(text='Hello')]),
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types.ModelContent(
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parts=[
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types.Part(text='thinking...', thought=True),
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types.Part(text='Here is my response'),
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]
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),
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types.UserContent(parts=[types.Part(text='Follow up')]),
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]
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)
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original_contents = llm_request.contents.copy()
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async for _ in request_processor.run_async(invocation_context, llm_request):
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pass
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assert llm_request.contents == original_contents
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@pytest.mark.asyncio
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async def test_built_in_planner_apply_thinking_config_called():
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"""Test that BuiltInPlanner.apply_thinking_config is called."""
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planner = BuiltInPlanner(thinking_config=types.ThinkingConfig())
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planner.apply_thinking_config = MagicMock()
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agent = Agent(name='test_agent', planner=planner)
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invocation_context = await testing_utils.create_invocation_context(
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agent=agent, user_content='test message'
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)
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llm_request = LlmRequest()
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async for _ in request_processor.run_async(invocation_context, llm_request):
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pass
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planner.apply_thinking_config.assert_called_once_with(llm_request)
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@pytest.mark.asyncio
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async def test_plan_react_planner_instruction_appended():
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"""Test that PlanReActPlanner appends planning instruction."""
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planner = PlanReActPlanner()
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planner.build_planning_instruction = MagicMock(
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return_value='Test instruction'
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)
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agent = Agent(name='test_agent', planner=planner)
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invocation_context = await testing_utils.create_invocation_context(
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agent=agent, user_content='test message'
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)
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llm_request = LlmRequest()
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llm_request.config.system_instruction = 'Original instruction'
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async for _ in request_processor.run_async(invocation_context, llm_request):
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pass
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assert llm_request.config.system_instruction == ("""\
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Original instruction
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Test instruction""")
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@pytest.mark.asyncio
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async def test_remove_thought_from_request_with_thoughts():
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"""Test that PlanReActPlanner removes thought flags from content parts."""
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planner = PlanReActPlanner()
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agent = Agent(name='test_agent', planner=planner)
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invocation_context = await testing_utils.create_invocation_context(
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agent=agent, user_content='test message'
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)
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llm_request = LlmRequest(
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contents=[
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types.UserContent(parts=[types.Part(text='initial query')]),
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types.ModelContent(
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parts=[
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types.Part(text='Text with thought', thought=True),
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types.Part(text='Regular text'),
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]
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),
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types.UserContent(parts=[types.Part(text='follow up')]),
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]
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)
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async for _ in request_processor.run_async(invocation_context, llm_request):
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pass
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assert all(
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part.thought is None
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for content in llm_request.contents
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for part in content.parts or []
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)
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