#!/usr/bin/env python3 """Simple test script for Pydantic argument agent.""" # Copyright 2026 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 logging from google.adk.agents.run_config import RunConfig from google.adk.cli.utils import logs from google.adk.runners import InMemoryRunner from google.genai import types from pydantic_argument import agent APP_NAME = "pydantic_test_app" USER_ID = "test_user" logs.setup_adk_logger(level=logging.INFO) async def call_agent_async(runner, user_id, session_id, prompt): """Helper function to call the agent and return response.""" content = types.Content( role="user", parts=[types.Part.from_text(text=prompt)] ) final_response_text = "" async for event in runner.run_async( user_id=user_id, session_id=session_id, new_message=content, run_config=RunConfig(save_input_blobs_as_artifacts=False), ): if hasattr(event, "content") and event.content: final_response_text += event.content return final_response_text async def main(): print("šŸš€ Testing Pydantic Argument Feature") print("=" * 50) runner = InMemoryRunner( agent=agent.root_agent, app_name=APP_NAME, ) # Create a session session = await runner.session_service.create_session( app_name=APP_NAME, user_id=USER_ID ) test_prompts = [ # Test Optional[Pydantic] type handling (UserProfile + Optional[UserPreferences]) ( "Create an account for Alice, 25 years old, email: alice@example.com," " with dark theme and Spanish language preferences" ), ( "Create a user account for Bob, age 30, no email, " "with light theme, French language, and notifications disabled" ), ( "Make an account for Charlie, 28 years old, email: charlie@test.com, " "but use default preferences" ), # Test Union type handling (Union[UserProfile, CompanyProfile]) ( "Create a profile for Tech Corp company, software industry, " "with 150 employees and website techcorp.com" ), ( "Create an entity profile for Diana, 32 years old, " "email diana@example.com" ), ] for i, prompt in enumerate(test_prompts, 1): print(f"\nšŸ“ Test {i}: {prompt}") print("-" * 40) try: response = await call_agent_async(runner, USER_ID, session.id, prompt) print(f"āœ… Response: {response}") except Exception as e: print(f"āŒ Error: {e}") print("\n" + "=" * 50) print("✨ Testing complete!") print("šŸ”§ Features demonstrated:") print(" • JSON dict → Pydantic model conversion (UserProfile)") print(" • Optional type handling (Optional[UserPreferences])") print(" • Union type handling (Union[UserProfile, CompanyProfile])") print(" • Automatic model validation and conversion") print(" • No manual isinstance() checks needed!") if __name__ == "__main__": asyncio.run(main())