Files
adk-python/tests/unittests/evaluation/test_static_user_simulator.py
T
Google Team MemberandCopybara-Service aeaec859bf feat: Adds Static User Simulator and User Simulator Provider
Details:
- Adds the `StaticUserSimulator` which implements the current functionality of supplying a fixed set of user prompts for an EvalCase.
- Adds the `UserSimulatorProvider` which determines the type of user simulator required for an EvalCase (StaticUserSimulator or LlmBackedUserSimulator).
- Integrates the UserSimulatorProvider and UserSimulator into the CLI and evaluation infrastructure.
- Updates and adds unit tests for the new functionality.
- Miscellaneous updates to lay groundwork for a full implementation of the LlmBackedUserSimulator in the future.
PiperOrigin-RevId: 822198401
2025-10-21 11:15:11 -07:00

55 lines
2.0 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 __future__ import annotations
from google.adk.evaluation import static_user_simulator
from google.adk.evaluation import user_simulator
from google.adk.evaluation.eval_case import Invocation
from google.genai import types
import pytest
class TestStaticUserSimulator:
"""Test cases for StaticUserSimulator."""
@pytest.mark.asyncio
async def test_get_next_user_message(self):
"""Tests that the provided messages are returned in order followed by the stop signal."""
conversation = [
Invocation(
invocation_id="inv1",
user_content=types.Content(parts=[types.Part(text="message 1")]),
),
Invocation(
invocation_id="inv2",
user_content=types.Content(parts=[types.Part(text="message 2")]),
),
]
simulator = static_user_simulator.StaticUserSimulator(
static_conversation=conversation
)
next_message_1 = await simulator.get_next_user_message(events=[])
assert user_simulator.Status.SUCCESS == next_message_1.status
assert "message 1" == next_message_1.user_message.parts[0].text
next_message_2 = await simulator.get_next_user_message(events=[])
assert user_simulator.Status.SUCCESS == next_message_2.status
assert "message 2" == next_message_2.user_message.parts[0].text
next_message_3 = await simulator.get_next_user_message(events=[])
assert user_simulator.Status.STOP_SIGNAL_DETECTED == next_message_3.status
assert next_message_3.user_message is None