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