# 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. import asyncio import json import logging import os from pathlib import Path import sys import tempfile import time from typing import Any from typing import Optional from unittest.mock import AsyncMock from unittest.mock import MagicMock from unittest.mock import patch from fastapi.testclient import TestClient from google.adk.agents.base_agent import BaseAgent from google.adk.agents.run_config import RunConfig from google.adk.apps.app import App from google.adk.artifacts.base_artifact_service import ArtifactVersion from google.adk.cli.fast_api import get_fast_api_app from google.adk.errors.input_validation_error import InputValidationError from google.adk.evaluation.eval_case import EvalCase from google.adk.evaluation.eval_case import Invocation from google.adk.evaluation.eval_result import EvalSetResult from google.adk.evaluation.eval_set import EvalSet from google.adk.evaluation.in_memory_eval_sets_manager import InMemoryEvalSetsManager from google.adk.events.event import Event from google.adk.events.event_actions import EventActions from google.adk.runners import Runner from google.adk.sessions.in_memory_session_service import InMemorySessionService from google.adk.sessions.session import Session from google.adk.sessions.state import State from google.genai import types from pydantic import BaseModel import pytest # Configure logging to help diagnose server startup issues logging.basicConfig( level=logging.INFO, format="%(asctime)s - %(name)s - %(levelname)s - %(message)s", ) logger = logging.getLogger("google_adk." + __name__) # Here we create a dummy agent module that get_fast_api_app expects class DummyAgent(BaseAgent): def __init__(self, name): super().__init__(name=name) self.sub_agents = [] root_agent = DummyAgent(name="dummy_agent") # Create sample events that our mocked runner will return def _event_1(): return Event( author="dummy agent", invocation_id="invocation_id", content=types.Content( role="model", parts=[types.Part(text="LLM reply", inline_data=None)] ), ) def _event_2(): return Event( author="dummy agent", invocation_id="invocation_id", content=types.Content( role="model", parts=[ types.Part( text=None, inline_data=types.Blob( mime_type="audio/pcm;rate=24000", data=b"\x00\xFF" ), ) ], ), ) def _event_3(): return Event( author="dummy agent", invocation_id="invocation_id", interrupted=True ) def _event_state_delta(state_delta: dict[str, Any]): return Event( author="dummy agent", invocation_id="invocation_id", actions=EventActions(state_delta=state_delta), ) # Define mocked async generator functions for the Runner async def dummy_run_live(self, session, live_request_queue): yield _event_1() await asyncio.sleep(0) yield _event_2() await asyncio.sleep(0) yield _event_3() async def dummy_run_async( self, user_id, session_id, new_message, state_delta=None, run_config: Optional[RunConfig] = None, ): run_config = run_config or RunConfig() yield _event_1() await asyncio.sleep(0) yield _event_2() await asyncio.sleep(0) yield _event_3() await asyncio.sleep(0) if state_delta is not None: yield _event_state_delta(state_delta) # Define a local mock for EvalCaseResult specific to fast_api tests class _MockEvalCaseResult(BaseModel): eval_set_id: str eval_id: str final_eval_status: Any user_id: str session_id: str eval_set_file: str eval_metric_results: list = {} overall_eval_metric_results: list = ({},) eval_metric_result_per_invocation: list = {} ################################################# # Test Fixtures ################################################# @pytest.fixture(autouse=True) def patch_runner(monkeypatch): """Patch the Runner methods to use our dummy implementations.""" monkeypatch.setattr(Runner, "run_live", dummy_run_live) monkeypatch.setattr(Runner, "run_async", dummy_run_async) @pytest.fixture def test_session_info(): """Return test user and session IDs for testing.""" return { "app_name": "test_app", "user_id": "test_user", "session_id": "test_session", } @pytest.fixture def mock_agent_loader(): class MockAgentLoader: def __init__(self, agents_dir: str): pass def load_agent(self, app_name): return root_agent def list_agents(self): return ["test_app"] def list_agents_detailed(self): return [{ "name": "test_app", "root_agent_name": "test_agent", "description": "A test agent for unit testing", "language": "python", }] return MockAgentLoader(".") @pytest.fixture def mock_session_service(): """Create an in-memory session service instance for testing.""" return InMemorySessionService() @pytest.fixture def mock_artifact_service(): """Create a mock artifact service.""" artifacts: dict[str, list[dict[str, Any]]] = {} def _artifact_key( app_name: str, user_id: str, session_id: Optional[str], filename: str ) -> str: if session_id is None: return f"{app_name}:{user_id}:user:{filename}" return f"{app_name}:{user_id}:{session_id}:{filename}" def _canonical_uri( app_name: str, user_id: str, session_id: Optional[str], filename: str, version: int, ) -> str: if session_id is None: return ( f"artifact://apps/{app_name}/users/{user_id}/artifacts/" f"{filename}/versions/{version}" ) return ( f"artifact://apps/{app_name}/users/{user_id}/sessions/{session_id}/" f"artifacts/{filename}/versions/{version}" ) class MockArtifactService: def __init__(self): self._artifacts = artifacts self.save_artifact_side_effect: Optional[BaseException] = None async def save_artifact( self, *, app_name: str, user_id: str, filename: str, artifact: types.Part, session_id: Optional[str] = None, custom_metadata: Optional[dict[str, Any]] = None, ) -> int: if self.save_artifact_side_effect is not None: effect = self.save_artifact_side_effect if isinstance(effect, BaseException): raise effect raise TypeError( "save_artifact_side_effect must be an exception instance." ) key = _artifact_key(app_name, user_id, session_id, filename) entries = artifacts.setdefault(key, []) version = len(entries) artifact_version = ArtifactVersion( version=version, canonical_uri=_canonical_uri( app_name, user_id, session_id, filename, version ), custom_metadata=custom_metadata or {}, ) if artifact.inline_data is not None: artifact_version.mime_type = artifact.inline_data.mime_type elif artifact.text is not None: artifact_version.mime_type = "text/plain" elif artifact.file_data is not None: artifact_version.mime_type = artifact.file_data.mime_type entries.append({ "version": version, "artifact": artifact, "metadata": artifact_version, }) return version async def load_artifact( self, app_name, user_id, session_id, filename, version=None ): """Load an artifact by filename.""" key = _artifact_key(app_name, user_id, session_id, filename) if key not in artifacts: return None if version is not None: for entry in artifacts[key]: if entry["version"] == version: return entry["artifact"] return None return artifacts[key][-1]["artifact"] async def list_artifact_keys(self, app_name, user_id, session_id): """List artifact names for a session.""" prefix = f"{app_name}:{user_id}:{session_id}:" return [ key.split(":")[-1] for key in artifacts.keys() if key.startswith(prefix) ] async def list_versions(self, app_name, user_id, session_id, filename): """List versions of an artifact.""" key = _artifact_key(app_name, user_id, session_id, filename) if key not in artifacts: return [] return [entry["version"] for entry in artifacts[key]] async def delete_artifact(self, app_name, user_id, session_id, filename): """Delete an artifact.""" key = _artifact_key(app_name, user_id, session_id, filename) artifacts.pop(key, None) async def get_artifact_version( self, *, app_name: str, user_id: str, filename: str, session_id: Optional[str] = None, version: Optional[int] = None, ) -> Optional[ArtifactVersion]: key = _artifact_key(app_name, user_id, session_id, filename) entries = artifacts.get(key) if not entries: return None if version is None: return entries[-1]["metadata"] for entry in entries: if entry["version"] == version: return entry["metadata"] return None return MockArtifactService() @pytest.fixture def mock_memory_service(): """Create a mock memory service.""" return AsyncMock() @pytest.fixture def mock_eval_sets_manager(): """Create a mock eval sets manager.""" return InMemoryEvalSetsManager() @pytest.fixture def mock_eval_set_results_manager(): """Create a mock local eval set results manager.""" # Storage for eval set results. eval_set_results = {} class MockEvalSetResultsManager: """Mock eval set results manager.""" def save_eval_set_result(self, app_name, eval_set_id, eval_case_results): if app_name not in eval_set_results: eval_set_results[app_name] = {} eval_set_result_id = f"{app_name}_{eval_set_id}_eval_result" eval_set_result = EvalSetResult( eval_set_result_id=eval_set_result_id, eval_set_result_name=eval_set_result_id, eval_set_id=eval_set_id, eval_case_results=eval_case_results, ) if eval_set_result_id not in eval_set_results[app_name]: eval_set_results[app_name][eval_set_result_id] = eval_set_result else: eval_set_results[app_name][eval_set_result_id].append(eval_set_result) def get_eval_set_result(self, app_name, eval_set_result_id): if app_name not in eval_set_results: raise ValueError(f"App {app_name} not found.") if eval_set_result_id not in eval_set_results[app_name]: raise ValueError( f"Eval set result {eval_set_result_id} not found in app {app_name}." ) return eval_set_results[app_name][eval_set_result_id] def list_eval_set_results(self, app_name): """List eval set results.""" if app_name not in eval_set_results: raise ValueError(f"App {app_name} not found.") return list(eval_set_results[app_name].keys()) return MockEvalSetResultsManager() @pytest.fixture def test_app( mock_session_service, mock_artifact_service, mock_memory_service, mock_agent_loader, mock_eval_sets_manager, mock_eval_set_results_manager, ): """Create a TestClient for the FastAPI app without starting a server.""" # Patch multiple services and signal handlers with ( patch("signal.signal", return_value=None), patch( "google.adk.cli.fast_api.create_session_service_from_options", return_value=mock_session_service, ), patch( "google.adk.cli.fast_api.create_artifact_service_from_options", return_value=mock_artifact_service, ), patch( "google.adk.cli.fast_api.create_memory_service_from_options", return_value=mock_memory_service, ), patch( "google.adk.cli.fast_api.AgentLoader", return_value=mock_agent_loader, ), patch( "google.adk.cli.fast_api.LocalEvalSetsManager", return_value=mock_eval_sets_manager, ), patch( "google.adk.cli.fast_api.LocalEvalSetResultsManager", return_value=mock_eval_set_results_manager, ), ): # Get the FastAPI app, but don't actually run it app = get_fast_api_app( agents_dir=".", web=True, session_service_uri="", artifact_service_uri="", memory_service_uri="", allow_origins=["*"], a2a=False, # Disable A2A for most tests host="127.0.0.1", port=8000, ) # Create a TestClient that doesn't start a real server client = TestClient(app) return client @pytest.fixture async def create_test_session( test_app, test_session_info, mock_session_service ): """Create a test session using the mocked session service.""" # Create the session directly through the mock service session = await mock_session_service.create_session( app_name=test_session_info["app_name"], user_id=test_session_info["user_id"], session_id=test_session_info["session_id"], state={}, ) logger.info(f"Created test session: {session.id}") return test_session_info @pytest.fixture async def create_test_eval_set( test_app, test_session_info, mock_eval_sets_manager ): """Create a test eval set using the mocked eval sets manager.""" _ = mock_eval_sets_manager.create_eval_set( app_name=test_session_info["app_name"], eval_set_id="test_eval_set_id", ) test_eval_case = EvalCase( eval_id="test_eval_case_id", conversation=[ Invocation( invocation_id="test_invocation_id", user_content=types.Content( parts=[types.Part(text="test_user_content")], role="user", ), ) ], ) _ = mock_eval_sets_manager.add_eval_case( app_name=test_session_info["app_name"], eval_set_id="test_eval_set_id", eval_case=test_eval_case, ) return test_session_info @pytest.fixture def temp_agents_dir_with_a2a(): """Create a temporary agents directory with A2A agent configurations for testing.""" with tempfile.TemporaryDirectory() as temp_dir: # Create test agent directory agent_dir = Path(temp_dir) / "test_a2a_agent" agent_dir.mkdir() # Create agent.json file agent_card = { "name": "test_a2a_agent", "description": "Test A2A agent", "version": "1.0.0", "author": "test", "capabilities": ["text"], } with open(agent_dir / "agent.json", "w") as f: json.dump(agent_card, f) # Create a simple agent.py file agent_py_content = """ from google.adk.agents.base_agent import BaseAgent class TestA2AAgent(BaseAgent): def __init__(self): super().__init__(name="test_a2a_agent") """ with open(agent_dir / "agent.py", "w") as f: f.write(agent_py_content) yield temp_dir @pytest.fixture def test_app_with_a2a( mock_session_service, mock_artifact_service, mock_memory_service, mock_agent_loader, mock_eval_sets_manager, mock_eval_set_results_manager, temp_agents_dir_with_a2a, ): """Create a TestClient for the FastAPI app with A2A enabled.""" # Mock A2A related classes with ( patch("signal.signal", return_value=None), patch( "google.adk.cli.fast_api.create_session_service_from_options", return_value=mock_session_service, ), patch( "google.adk.cli.fast_api.create_artifact_service_from_options", return_value=mock_artifact_service, ), patch( "google.adk.cli.fast_api.create_memory_service_from_options", return_value=mock_memory_service, ), patch( "google.adk.cli.fast_api.AgentLoader", return_value=mock_agent_loader, ), patch( "google.adk.cli.fast_api.LocalEvalSetsManager", return_value=mock_eval_sets_manager, ), patch( "google.adk.cli.fast_api.LocalEvalSetResultsManager", return_value=mock_eval_set_results_manager, ), patch("a2a.server.tasks.InMemoryTaskStore") as mock_task_store, patch( "google.adk.a2a.executor.a2a_agent_executor.A2aAgentExecutor" ) as mock_executor, patch( "a2a.server.request_handlers.DefaultRequestHandler" ) as mock_handler, patch("a2a.server.apps.A2AStarletteApplication") as mock_a2a_app, ): # Configure mocks mock_task_store.return_value = MagicMock() mock_executor.return_value = MagicMock() mock_handler.return_value = MagicMock() # Mock A2AStarletteApplication mock_app_instance = MagicMock() mock_app_instance.routes.return_value = ( [] ) # Return empty routes for testing mock_a2a_app.return_value = mock_app_instance # Change to temp directory original_cwd = os.getcwd() os.chdir(temp_agents_dir_with_a2a) try: app = get_fast_api_app( agents_dir=".", web=True, session_service_uri="", artifact_service_uri="", memory_service_uri="", allow_origins=["*"], a2a=True, host="127.0.0.1", port=8000, ) client = TestClient(app) yield client finally: os.chdir(original_cwd) ################################################# # Test Cases ################################################# def test_list_apps(test_app): """Test listing available applications.""" # Use the TestClient to make a request response = test_app.get("/list-apps") # Verify the response assert response.status_code == 200 data = response.json() assert isinstance(data, list) logger.info(f"Listed apps: {data}") def test_list_apps_detailed(test_app): """Test listing available applications with detailed metadata.""" response = test_app.get("/list-apps?detailed=true") assert response.status_code == 200 data = response.json() assert isinstance(data, dict) assert "apps" in data assert isinstance(data["apps"], list) for app in data["apps"]: assert "name" in app assert "rootAgentName" in app assert "description" in app assert "language" in app assert app["language"] in ["yaml", "python"] logger.info(f"Listed apps: {data}") def test_create_session_with_id(test_app, test_session_info): """Test creating a session with a specific ID.""" new_session_id = "new_session_id" url = f"/apps/{test_session_info['app_name']}/users/{test_session_info['user_id']}/sessions/{new_session_id}" response = test_app.post(url, json={"state": {}}) # Verify the response assert response.status_code == 200 data = response.json() assert data["id"] == new_session_id assert data["appName"] == test_session_info["app_name"] assert data["userId"] == test_session_info["user_id"] logger.info(f"Created session with ID: {data['id']}") def test_create_session_with_id_already_exists(test_app, test_session_info): """Test creating a session with an ID that already exists.""" session_id = "existing_session_id" url = f"/apps/{test_session_info['app_name']}/users/{test_session_info['user_id']}/sessions/{session_id}" # Create the session for the first time response = test_app.post(url, json={"state": {}}) assert response.status_code == 200 # Attempt to create it again response = test_app.post(url, json={"state": {}}) assert response.status_code == 409 assert "Session already exists" in response.json()["detail"] logger.info("Verified 409 on duplicate session creation.") def test_create_session_without_id(test_app, test_session_info): """Test creating a session with a generated ID.""" url = f"/apps/{test_session_info['app_name']}/users/{test_session_info['user_id']}/sessions" response = test_app.post(url, json={"state": {}}) # Verify the response assert response.status_code == 200 data = response.json() assert "id" in data assert data["appName"] == test_session_info["app_name"] assert data["userId"] == test_session_info["user_id"] logger.info(f"Created session with generated ID: {data['id']}") def test_get_session(test_app, create_test_session): """Test retrieving a session by ID.""" info = create_test_session url = f"/apps/{info['app_name']}/users/{info['user_id']}/sessions/{info['session_id']}" response = test_app.get(url) # Verify the response assert response.status_code == 200 data = response.json() assert data["id"] == info["session_id"] assert data["appName"] == info["app_name"] assert data["userId"] == info["user_id"] logger.info(f"Retrieved session: {data['id']}") def test_list_sessions(test_app, create_test_session): """Test listing all sessions for a user.""" info = create_test_session url = f"/apps/{info['app_name']}/users/{info['user_id']}/sessions" response = test_app.get(url) # Verify the response assert response.status_code == 200 data = response.json() assert isinstance(data, list) # At least our test session should be present assert any(session["id"] == info["session_id"] for session in data) logger.info(f"Listed {len(data)} sessions") def test_delete_session(test_app, create_test_session): """Test deleting a session.""" info = create_test_session url = f"/apps/{info['app_name']}/users/{info['user_id']}/sessions/{info['session_id']}" response = test_app.delete(url) # Verify the response assert response.status_code == 200 # Verify the session is deleted response = test_app.get(url) assert response.status_code == 404 logger.info("Session deleted successfully") def test_update_session(test_app, create_test_session): """Test patching a session state.""" info = create_test_session url = f"/apps/{info['app_name']}/users/{info['user_id']}/sessions/{info['session_id']}" # Get the original session response = test_app.get(url) assert response.status_code == 200 original_session = response.json() original_state = original_session.get("state", {}) # Prepare state delta state_delta = {"test_key": "test_value", "counter": 42} # Patch the session response = test_app.patch(url, json={"state_delta": state_delta}) assert response.status_code == 200 # Verify the response patched_session = response.json() assert patched_session["id"] == info["session_id"] # Verify state was updated correctly expected_state = {**original_state, **state_delta} assert patched_session["state"] == expected_state # Verify the session was actually updated in storage response = test_app.get(url) assert response.status_code == 200 retrieved_session = response.json() assert retrieved_session["state"] == expected_state # Verify an event was created for the state change events = retrieved_session.get("events", []) assert len(events) > len(original_session.get("events", [])) # Find the state patch event (looking for "p-" prefix pattern) state_patch_events = [ event for event in events if event.get("invocationId", "").startswith("p-") ] assert len(state_patch_events) == 1, ( f"Expected 1 state_patch event, found {len(state_patch_events)}. Events:" f" {events}" ) state_patch_event = state_patch_events[0] assert state_patch_event["author"] == "user" # Check for actions in both camelCase and snake_case actions = state_patch_event.get("actions") assert actions is not None, f"No actions found in event: {state_patch_event}" state_delta_in_event = actions.get("stateDelta") assert state_delta_in_event == state_delta logger.info("Session state patched successfully") def test_patch_session_not_found(test_app, test_session_info): """Test patching a nonexistent session.""" info = test_session_info url = f"/apps/{info['app_name']}/users/{info['user_id']}/sessions/nonexistent" state_delta = {"test_key": "test_value"} response = test_app.patch(url, json={"state_delta": state_delta}) assert response.status_code == 404 assert "Session not found" in response.json()["detail"] logger.info("Patch session not found test passed") def test_agent_run(test_app, create_test_session): """Test running an agent with a message.""" info = create_test_session url = "/run" payload = { "app_name": info["app_name"], "user_id": info["user_id"], "session_id": info["session_id"], "new_message": {"role": "user", "parts": [{"text": "Hello agent"}]}, "streaming": False, } response = test_app.post(url, json=payload) # Verify the response assert response.status_code == 200 data = response.json() assert isinstance(data, list) assert len(data) == 3 # We expect 3 events from our dummy_run_async # Verify we got the expected events assert data[0]["author"] == "dummy agent" assert data[0]["content"]["parts"][0]["text"] == "LLM reply" # Second event should have binary data assert ( data[1]["content"]["parts"][0]["inlineData"]["mimeType"] == "audio/pcm;rate=24000" ) # Third event should have interrupted flag assert data[2]["interrupted"] is True logger.info("Agent run test completed successfully") def test_agent_run_passes_state_delta(test_app, create_test_session): """Test /run forwards state_delta and surfaces it in events.""" info = create_test_session payload = { "app_name": info["app_name"], "user_id": info["user_id"], "session_id": info["session_id"], "new_message": {"role": "user", "parts": [{"text": "Hello"}]}, "streaming": False, "state_delta": {"k": "v", "count": 1}, } # Verify the response response = test_app.post("/run", json=payload) assert response.status_code == 200 data = response.json() assert isinstance(data, list) assert len(data) == 4 # Verify we got the expected event assert data[3]["actions"]["stateDelta"] == payload["state_delta"] def test_list_artifact_names(test_app, create_test_session): """Test listing artifact names for a session.""" info = create_test_session url = f"/apps/{info['app_name']}/users/{info['user_id']}/sessions/{info['session_id']}/artifacts" response = test_app.get(url) # Verify the response assert response.status_code == 200 data = response.json() assert isinstance(data, list) logger.info(f"Listed {len(data)} artifacts") def test_save_artifact(test_app, create_test_session, mock_artifact_service): """Test saving an artifact through the FastAPI endpoint.""" info = create_test_session url = ( f"/apps/{info['app_name']}/users/{info['user_id']}/sessions/" f"{info['session_id']}/artifacts" ) artifact_part = types.Part(text="hello world") payload = { "filename": "greeting.txt", "artifact": artifact_part.model_dump(by_alias=True, exclude_none=True), } response = test_app.post(url, json=payload) assert response.status_code == 200 data = response.json() assert data["version"] == 0 assert data["customMetadata"] == {} assert data["mimeType"] in (None, "text/plain") assert data["canonicalUri"].endswith( f"/sessions/{info['session_id']}/artifacts/" f"{payload['filename']}/versions/0" ) assert isinstance(data["createTime"], float) key = ( f"{info['app_name']}:{info['user_id']}:{info['session_id']}:" f"{payload['filename']}" ) stored = mock_artifact_service._artifacts[key][0] assert stored["artifact"].text == "hello world" def test_save_artifact_returns_400_on_validation_error( test_app, create_test_session, mock_artifact_service ): """Test save artifact endpoint surfaces validation errors as HTTP 400.""" info = create_test_session url = ( f"/apps/{info['app_name']}/users/{info['user_id']}/sessions/" f"{info['session_id']}/artifacts" ) artifact_part = types.Part(text="bad data") payload = { "filename": "invalid.txt", "artifact": artifact_part.model_dump(by_alias=True, exclude_none=True), } mock_artifact_service.save_artifact_side_effect = InputValidationError( "invalid artifact" ) response = test_app.post(url, json=payload) assert response.status_code == 400 assert response.json()["detail"] == "invalid artifact" def test_save_artifact_returns_500_on_unexpected_error( test_app, create_test_session, mock_artifact_service ): """Test save artifact endpoint surfaces unexpected errors as HTTP 500.""" info = create_test_session url = ( f"/apps/{info['app_name']}/users/{info['user_id']}/sessions/" f"{info['session_id']}/artifacts" ) artifact_part = types.Part(text="bad data") payload = { "filename": "invalid.txt", "artifact": artifact_part.model_dump(by_alias=True, exclude_none=True), } mock_artifact_service.save_artifact_side_effect = RuntimeError( "unexpected failure" ) response = test_app.post(url, json=payload) assert response.status_code == 500 assert response.json()["detail"] == "unexpected failure" def test_create_eval_set(test_app, test_session_info): """Test creating an eval set.""" url = f"/apps/{test_session_info['app_name']}/eval_sets/test_eval_set_id" response = test_app.post(url) # Verify the response assert response.status_code == 200 def test_list_eval_sets(test_app, create_test_eval_set): """Test get eval set.""" info = create_test_eval_set url = f"/apps/{info['app_name']}/eval_sets" response = test_app.get(url) # Verify the response assert response.status_code == 200 data = response.json() assert isinstance(data, list) assert len(data) == 1 assert data[0] == "test_eval_set_id" def test_get_eval_set_result_not_found(test_app): """Test getting an eval set result that doesn't exist.""" url = "/apps/test_app_name/eval_results/test_eval_result_id_not_found" response = test_app.get(url) assert response.status_code == 404 def test_run_eval(test_app, create_test_eval_set): """Test running an eval.""" # Helper function to verify eval case result. def verify_eval_case_result(actual_eval_case_result): expected_eval_case_result = { "evalSetId": "test_eval_set_id", "evalId": "test_eval_case_id", "finalEvalStatus": 1, "overallEvalMetricResults": [{ "metricName": "tool_trajectory_avg_score", "threshold": 0.5, "score": 1.0, "evalStatus": 1, "details": {}, }], } for k, v in expected_eval_case_result.items(): assert actual_eval_case_result[k] == v info = create_test_eval_set url = f"/apps/{info['app_name']}/eval_sets/test_eval_set_id/run_eval" payload = { "eval_ids": ["test_eval_case_id"], "eval_metrics": [ {"metric_name": "tool_trajectory_avg_score", "threshold": 0.5} ], } response = test_app.post(url, json=payload) # Verify the response assert response.status_code == 200 data = response.json() assert len(data) == 1 verify_eval_case_result(data[0]) # Verify the eval set result is saved via get_eval_result endpoint. url = f"/apps/{info['app_name']}/eval_results/{info['app_name']}_test_eval_set_id_eval_result" response = test_app.get(url) assert response.status_code == 200 data = response.json() assert isinstance(data, dict) assert data["evalSetId"] == "test_eval_set_id" assert ( data["evalSetResultId"] == f"{info['app_name']}_test_eval_set_id_eval_result" ) assert len(data["evalCaseResults"]) == 1 verify_eval_case_result(data["evalCaseResults"][0]) # Verify the eval set result is saved via list_eval_results endpoint. url = f"/apps/{info['app_name']}/eval_results" response = test_app.get(url) assert response.status_code == 200 data = response.json() assert data == [f"{info['app_name']}_test_eval_set_id_eval_result"] def test_list_metrics_info(test_app): """Test listing metrics info.""" url = "/apps/test_app/metrics-info" response = test_app.get(url) # Verify the response assert response.status_code == 200 data = response.json() metrics_info_key = "metricsInfo" assert metrics_info_key in data assert isinstance(data[metrics_info_key], list) # Add more assertions based on the expected metrics assert len(data[metrics_info_key]) > 0 for metric in data[metrics_info_key]: assert "metricName" in metric assert "description" in metric assert "metricValueInfo" in metric def test_debug_trace(test_app): """Test the debug trace endpoint.""" # This test will likely return 404 since we haven't set up trace data, # but it tests that the endpoint exists and handles missing traces correctly. url = "/debug/trace/nonexistent-event" response = test_app.get(url) # Verify we get a 404 for a nonexistent trace assert response.status_code == 404 logger.info("Debug trace test completed successfully") def test_get_event_graph_returns_dot_src_for_app_agent(): """Ensure graph endpoint unwraps App instances before building the graph.""" from google.adk.cli.adk_web_server import AdkWebServer root_agent = DummyAgent(name="dummy_agent") app_agent = App(name="test_app", root_agent=root_agent) class Loader: def load_agent(self, app_name): return app_agent def list_agents(self): return [app_agent.name] session_service = AsyncMock() session = Session( id="session_id", app_name="test_app", user_id="user", state={}, events=[Event(author="dummy_agent")], ) event_id = session.events[0].id session_service.get_session.return_value = session adk_web_server = AdkWebServer( agent_loader=Loader(), session_service=session_service, memory_service=MagicMock(), artifact_service=MagicMock(), credential_service=MagicMock(), eval_sets_manager=MagicMock(), eval_set_results_manager=MagicMock(), agents_dir=".", ) fast_api_app = adk_web_server.get_fast_api_app( setup_observer=lambda _observer, _server: None, tear_down_observer=lambda _observer, _server: None, ) client = TestClient(fast_api_app) response = client.get( f"/apps/test_app/users/user/sessions/session_id/events/{event_id}/graph" ) assert response.status_code == 200 assert "dotSrc" in response.json() def test_a2a_agent_discovery(test_app_with_a2a): """Test that A2A agents are properly discovered and configured.""" # This test mainly verifies that the A2A setup doesn't break the app response = test_app_with_a2a.get("/list-apps") assert response.status_code == 200 logger.info("A2A agent discovery test passed") def test_a2a_disabled_by_default(test_app): """Test that A2A functionality is disabled by default.""" # The regular test_app fixture has a2a=False # This test ensures no A2A routes are added response = test_app.get("/list-apps") assert response.status_code == 200 logger.info("A2A disabled by default test passed") def test_patch_memory(test_app, create_test_session, mock_memory_service): """Test adding a session to memory.""" info = create_test_session url = f"/apps/{info['app_name']}/users/{info['user_id']}/memory" payload = {"session_id": info["session_id"]} response = test_app.patch(url, json=payload) # Verify the response assert response.status_code == 200 mock_memory_service.add_session_to_memory.assert_called_once() logger.info("Add session to memory test completed successfully") if __name__ == "__main__": pytest.main(["-xvs", __file__])