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adk-python/tests/unittests/cli/utils/test_cli_tools_click.py
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Ankur SharmaandCopybara-Service d1f182e8e6 feat: Use LocalEvalService to run all evals in cli and web
We update both adk web run eval endpoint and adk eval cli to use the LocalService. The old method is marked as deprecated and will be removed in later PRs.

PiperOrigin-RevId: 785612708
2025-07-21 16:15:11 -07:00

338 lines
9.7 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.
"""Tests for utilities in cli_tool_click."""
from __future__ import annotations
import builtins
from pathlib import Path
from types import SimpleNamespace
from typing import Any
from typing import Dict
from typing import List
from typing import Tuple
from unittest import mock
import click
from click.testing import CliRunner
from google.adk.agents.base_agent import BaseAgent
from google.adk.cli import cli_tools_click
from google.adk.evaluation.eval_case import EvalCase
from google.adk.evaluation.eval_set import EvalSet
from google.adk.evaluation.local_eval_set_results_manager import LocalEvalSetResultsManager
from google.adk.evaluation.local_eval_sets_manager import LocalEvalSetsManager
from pydantic import BaseModel
import pytest
class DummyAgent(BaseAgent):
def __init__(self, name):
super().__init__(name=name)
self.sub_agents = []
root_agent = DummyAgent(name="dummy_agent")
@pytest.fixture
def mock_load_eval_set_from_file():
with mock.patch(
"google.adk.evaluation.local_eval_sets_manager.load_eval_set_from_file"
) as mock_func:
yield mock_func
@pytest.fixture
def mock_get_root_agent():
with mock.patch("google.adk.cli.cli_eval.get_root_agent") as mock_func:
mock_func.return_value = root_agent
yield mock_func
# Helpers
class _Recorder(BaseModel):
"""Callable that records every invocation."""
calls: List[Tuple[Tuple[Any, ...], Dict[str, Any]]] = []
def __call__(self, *args: Any, **kwargs: Any) -> None: # noqa: D401
self.calls.append((args, kwargs))
# Fixtures
@pytest.fixture(autouse=True)
def _mute_click(monkeypatch: pytest.MonkeyPatch) -> None:
"""Suppress click output during tests."""
monkeypatch.setattr(click, "echo", lambda *a, **k: None)
monkeypatch.setattr(click, "secho", lambda *a, **k: None)
# validate_exclusive
def test_validate_exclusive_allows_single() -> None:
"""Providing exactly one exclusive option should pass."""
ctx = click.Context(cli_tools_click.main)
param = SimpleNamespace(name="replay")
assert (
cli_tools_click.validate_exclusive(ctx, param, "file.json") == "file.json"
)
def test_validate_exclusive_blocks_multiple() -> None:
"""Providing two exclusive options should raise UsageError."""
ctx = click.Context(cli_tools_click.main)
param1 = SimpleNamespace(name="replay")
param2 = SimpleNamespace(name="resume")
# First option registers fine
cli_tools_click.validate_exclusive(ctx, param1, "replay.json")
# Second option triggers conflict
with pytest.raises(click.UsageError):
cli_tools_click.validate_exclusive(ctx, param2, "resume.json")
# cli create
def test_cli_create_cmd_invokes_run_cmd(
tmp_path: Path, monkeypatch: pytest.MonkeyPatch
) -> None:
"""`adk create` should forward arguments to cli_create.run_cmd."""
rec = _Recorder()
monkeypatch.setattr(cli_tools_click.cli_create, "run_cmd", rec)
app_dir = tmp_path / "my_app"
runner = CliRunner()
result = runner.invoke(
cli_tools_click.main,
["create", "--model", "gemini", "--api_key", "key123", str(app_dir)],
)
assert result.exit_code == 0
assert rec.calls, "cli_create.run_cmd must be called"
# cli run
@pytest.mark.asyncio
async def test_cli_run_invokes_run_cli(
tmp_path: Path, monkeypatch: pytest.MonkeyPatch
) -> None:
"""`adk run` should call run_cli via asyncio.run with correct parameters."""
rec = _Recorder()
monkeypatch.setattr(cli_tools_click, "run_cli", lambda **kwargs: rec(kwargs))
monkeypatch.setattr(
cli_tools_click.asyncio, "run", lambda coro: coro
) # pass-through
# create dummy agent directory
agent_dir = tmp_path / "agent"
agent_dir.mkdir()
(agent_dir / "__init__.py").touch()
(agent_dir / "agent.py").touch()
runner = CliRunner()
result = runner.invoke(cli_tools_click.main, ["run", str(agent_dir)])
assert result.exit_code == 0
assert rec.calls and rec.calls[0][0][0]["agent_folder_name"] == "agent"
# cli deploy cloud_run
def test_cli_deploy_cloud_run_success(
tmp_path: Path, monkeypatch: pytest.MonkeyPatch
) -> None:
"""Successful path should call cli_deploy.to_cloud_run once."""
rec = _Recorder()
monkeypatch.setattr(cli_tools_click.cli_deploy, "to_cloud_run", rec)
agent_dir = tmp_path / "agent2"
agent_dir.mkdir()
runner = CliRunner()
result = runner.invoke(
cli_tools_click.main,
[
"deploy",
"cloud_run",
"--project",
"proj",
"--region",
"asia-northeast1",
str(agent_dir),
],
)
assert result.exit_code == 0
assert rec.calls, "cli_deploy.to_cloud_run must be invoked"
def test_cli_deploy_cloud_run_failure(
tmp_path: Path, monkeypatch: pytest.MonkeyPatch
) -> None:
"""Exception from to_cloud_run should be caught and surfaced via click.secho."""
def _boom(*_a: Any, **_k: Any) -> None: # noqa: D401
raise RuntimeError("boom")
monkeypatch.setattr(cli_tools_click.cli_deploy, "to_cloud_run", _boom)
# intercept click.secho(error=True) output
captured: List[str] = []
monkeypatch.setattr(click, "secho", lambda msg, **__: captured.append(msg))
agent_dir = tmp_path / "agent3"
agent_dir.mkdir()
runner = CliRunner()
result = runner.invoke(
cli_tools_click.main, ["deploy", "cloud_run", str(agent_dir)]
)
assert result.exit_code == 0
assert any("Deploy failed: boom" in m for m in captured)
# cli eval
def test_cli_eval_missing_deps_raises(
tmp_path: Path, monkeypatch: pytest.MonkeyPatch
) -> None:
"""If cli_eval sub-module is missing, command should raise ClickException."""
# Ensure .cli_eval is not importable
orig_import = builtins.__import__
def _fake_import(name: str, *a: Any, **k: Any):
if name.endswith(".cli_eval") or name == "google.adk.cli.cli_eval":
raise ModuleNotFoundError()
return orig_import(name, *a, **k)
monkeypatch.setattr(builtins, "__import__", _fake_import)
# cli web & api_server (uvicorn patched)
@pytest.fixture()
def _patch_uvicorn(monkeypatch: pytest.MonkeyPatch) -> _Recorder:
"""Patch uvicorn.Config/Server to avoid real network operations."""
rec = _Recorder()
class _DummyServer:
def __init__(self, *a: Any, **k: Any) -> None:
...
def run(self) -> None:
rec()
monkeypatch.setattr(
cli_tools_click.uvicorn, "Config", lambda *a, **k: object()
)
monkeypatch.setattr(
cli_tools_click.uvicorn, "Server", lambda *_a, **_k: _DummyServer()
)
monkeypatch.setattr(
cli_tools_click, "get_fast_api_app", lambda **_k: object()
)
return rec
def test_cli_web_invokes_uvicorn(
tmp_path: Path, _patch_uvicorn: _Recorder
) -> None:
"""`adk web` should configure and start uvicorn.Server.run."""
agents_dir = tmp_path / "agents"
agents_dir.mkdir()
runner = CliRunner()
result = runner.invoke(cli_tools_click.main, ["web", str(agents_dir)])
assert result.exit_code == 0
assert _patch_uvicorn.calls, "uvicorn.Server.run must be called"
def test_cli_api_server_invokes_uvicorn(
tmp_path: Path, _patch_uvicorn: _Recorder
) -> None:
"""`adk api_server` should configure and start uvicorn.Server.run."""
agents_dir = tmp_path / "agents_api"
agents_dir.mkdir()
runner = CliRunner()
result = runner.invoke(cli_tools_click.main, ["api_server", str(agents_dir)])
assert result.exit_code == 0
assert _patch_uvicorn.calls, "uvicorn.Server.run must be called"
def test_cli_eval_with_eval_set_file_path(
mock_load_eval_set_from_file,
mock_get_root_agent,
tmp_path,
):
agent_path = tmp_path / "my_agent"
agent_path.mkdir()
(agent_path / "__init__.py").touch()
eval_set_file = tmp_path / "my_evals.json"
eval_set_file.write_text("{}")
mock_load_eval_set_from_file.return_value = EvalSet(
eval_set_id="my_evals",
eval_cases=[EvalCase(eval_id="case1", conversation=[])],
)
result = CliRunner().invoke(
cli_tools_click.cli_eval,
[str(agent_path), str(eval_set_file)],
)
assert result.exit_code == 0
# Assert that we wrote eval set results
eval_set_results_manager = LocalEvalSetResultsManager(
agents_dir=str(tmp_path)
)
eval_set_results = eval_set_results_manager.list_eval_set_results(
app_name="my_agent"
)
assert len(eval_set_results) == 1
def test_cli_eval_with_eval_set_id(
mock_get_root_agent,
tmp_path,
):
app_name = "test_app"
eval_set_id = "test_eval_set_id"
agent_path = tmp_path / app_name
agent_path.mkdir()
(agent_path / "__init__.py").touch()
eval_sets_manager = LocalEvalSetsManager(agents_dir=str(tmp_path))
eval_sets_manager.create_eval_set(app_name=app_name, eval_set_id=eval_set_id)
eval_sets_manager.add_eval_case(
app_name=app_name,
eval_set_id=eval_set_id,
eval_case=EvalCase(eval_id="case1", conversation=[]),
)
eval_sets_manager.add_eval_case(
app_name=app_name,
eval_set_id=eval_set_id,
eval_case=EvalCase(eval_id="case2", conversation=[]),
)
result = CliRunner().invoke(
cli_tools_click.cli_eval,
[str(agent_path), "test_eval_set_id:case1,case2"],
)
assert result.exit_code == 0
# Assert that we wrote eval set results
eval_set_results_manager = LocalEvalSetResultsManager(
agents_dir=str(tmp_path)
)
eval_set_results = eval_set_results_manager.list_eval_set_results(
app_name=app_name
)
assert len(eval_set_results) == 2