update demo.py
#6
by rsaibhargav - opened
demo.py
CHANGED
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#!/usr/bin/env python3
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"""
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Demo script for Code Output Assessment Environment.
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This script demonstrates how to interact with the environment both locally
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and from a deployed Hugging Face Space.
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"""
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import asyncio
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from code_assessment_env import CodeAssessmentAction, CodeAssessmentEnv
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async def demo_local():
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"""Demo using local Docker container."""
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print("=" * 60)
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print("DEMO:
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print("=" * 60)
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# Connect to local Docker container
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env = await CodeAssessmentEnv.from_docker_image("code_assessment_env:latest")
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try:
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# Reset environment
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result = await env.reset()
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obs = result.observation
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print(f"\
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print(f"
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try:
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answer = solver(obs.test_case_input)
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except:
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answer = "0"
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break
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# Submit answer
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result = await env.step(FirstRlProjAction(answer=answer))
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obs = result.observation
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print(f"\n{'=' * 60}")
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print(f"Step {step}:")
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print(f"
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print(f"
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print(f"
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print(f" Feedback: {obs.feedback}")
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print(f" Problems Solved: {obs.problems_solved}")
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print(f" Current Streak: {obs.current_streak}")
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if result.done:
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print("\n🏁 Episode complete!")
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break
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# Get final state
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state = await env.state()
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print(f"\n{'=' * 60}")
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print(f"Final Stats:")
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print(f" Episode ID: {state.episode_id}")
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print(f" Total Steps: {state.step_count}")
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print(f" Problems Solved: {obs.problems_solved}")
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finally:
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await env.close()
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print("\
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async def demo_remote():
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"""Demo using deployed Hugging Face Space."""
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print("=" * 60)
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print("DEMO:
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print("=" * 60)
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# Connect to HF Space (replace with your actual space URL)
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env = CodeAssessmentEnv(base_url="https://TulasiSankar-code-assessment-env.hf.space")
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try:
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result = await env.reset()
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obs = result.observation
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print(f"🔢 Test Input: {obs.test_case_input}")
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# Submit a simple answer
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result = await env.step(CodeAssessmentAction(answer="8"))
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obs = result.observation
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print(f"\nAnswer submitted: '8'")
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print(f"Correct: {'✓' if obs.is_correct else '✗'}")
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print(f"Reward: {result.reward:.2f}")
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print(f"Feedback: {obs.feedback}")
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finally:
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await env.close()
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print("\n✅ Remote demo complete!\n")
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async def demo_interactive():
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"""Interactive demo where you can input answers."""
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print("=" * 60)
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print("INTERACTIVE DEMO: Solve Problems Yourself!")
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print("=" * 60)
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env = await FirstRlProjEnv.from_docker_image("first_rl_proj:latest")
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try:
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result = await env.reset()
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obs = result.observation
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print(f"\n📚 Starting Code Assessment Challenge!")
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print(f"You have 15 steps to solve as many problems as possible.\n")
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for step in range(1, 16):
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print(f"\n{'=' * 60}")
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print(f"Step {step}/15 | Difficulty: {obs.difficulty.upper()}")
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print(f"Problems Solved: {obs.problems_solved} | Streak: {obs.current_streak}")
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print(f"\n📝 Problem: {obs.problem_description}")
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print(f"🔢 Test Input: {obs.test_case_input}")
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# Get user input
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answer = input("\n💡 Your answer: ").strip()
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if answer.lower() in ['quit', 'exit', 'q']:
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print("Exiting...")
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break
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# Submit answer
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result = await env.step(FirstRlProjAction(answer=answer))
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obs = result.observation
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# Show results
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print(f"\n{'✓ CORRECT!' if obs.is_correct else '✗ Incorrect'}")
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print(f"Grader Score: {obs.partial_credit:.2f}/1.0")
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print(f"Reward: {result.reward:+.2f}")
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print(f"Feedback: {obs.feedback}")
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if result.done:
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print("\n🏁 Episode complete!")
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break
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print(f"\n{'=' * 60}")
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print(f"Final Score:")
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print(f" Problems Solved: {obs.problems_solved}")
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print(f" Best Streak: {obs.current_streak}")
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finally:
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await env.close()
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print("\
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async def main():
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"""Run all demos."""
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import sys
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if
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mode = sys.argv[1]
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if mode == "local":
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await demo_local()
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elif mode == "remote":
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await demo_remote()
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elif mode == "interactive":
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await demo_interactive()
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else:
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print(f"Unknown mode: {mode}")
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print("Usage: python demo.py [local|remote|interactive]")
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else:
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print("\nAvailable demos:")
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print(" python demo.py local - Run automated local demo")
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print(" python demo.py remote - Test HF Space deployment")
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print(" python demo.py interactive - Play interactively")
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print("\nRunning local demo...\n")
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await demo_local()
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if __name__ == "__main__":
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asyncio.run(main())
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#!/usr/bin/env python3
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"""Demo for AI Response Evaluation Environment."""
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import asyncio
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from code_assessment_env import CodeAssessmentAction, CodeAssessmentEnv
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async def demo_local():
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print("=" * 60)
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print("DEMO: AI Response Evaluation Environment")
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print("=" * 60)
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env = await CodeAssessmentEnv.from_docker_image("code_assessment_env:latest")
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try:
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result = await env.reset()
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obs = result.observation
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print(f"\nTask: {obs.task_type} | Difficulty: {obs.difficulty}")
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if obs.user_age:
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print(f"User: age={obs.user_age}, mood={obs.user_mood}, context={obs.user_context}")
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print(f"\nScenario:\n{obs.test_case_input}")
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demo_answers = [
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"incorrect, factual-error",
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"correct, none",
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"incorrect, instruction-violation",
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"partially-correct, factual-error",
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"needs-adjustment, too-technical, age-inappropriate",
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"inappropriate, insensitive, tone-mismatch",
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"correctness=7, tone=2, empathy=1, safety=7",
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"correctness=9, tone=10, empathy=7, safety=10",
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]
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for step in range(1, 8):
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answer = demo_answers[step - 1] if step <= len(demo_answers) else "unknown"
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result = await env.step(CodeAssessmentAction(answer=answer))
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obs = result.observation
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print(f"\n{'=' * 60}")
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print(f"Step {step}: '{answer}'")
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print(f" Correct: {'Y' if obs.is_correct else 'N'} | Credit: {obs.partial_credit:.2f} | Reward: {result.reward:.2f}")
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print(f" Feedback: {obs.feedback[:120]}")
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print(f" Solved: {obs.problems_solved} | Streak: {obs.current_streak}")
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if result.done:
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break
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print(f"\n Next: {obs.task_type} ({obs.difficulty})")
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if obs.user_age:
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print(f" User: age={obs.user_age}, mood={obs.user_mood}, context={obs.user_context}")
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finally:
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await env.close()
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print("\nDemo complete.\n")
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async def demo_remote():
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print("=" * 60)
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print("DEMO: Remote HF Space")
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print("=" * 60)
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env = CodeAssessmentEnv(base_url="https://TulasiSankar-code-assessment-env.hf.space")
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try:
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result = await env.reset()
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obs = result.observation
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print(f"\nTask: {obs.task_type} | Difficulty: {obs.difficulty}")
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result = await env.step(CodeAssessmentAction(answer="incorrect, factual-error"))
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obs = result.observation
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print(f"Correct: {'Y' if obs.is_correct else 'N'} | Reward: {result.reward:.2f}")
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print(f"Feedback: {obs.feedback}")
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finally:
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await env.close()
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print("\nRemote demo complete.\n")
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async def main():
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import sys
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mode = sys.argv[1] if len(sys.argv) > 1 else "local"
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if mode == "local":
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await demo_local()
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elif mode == "remote":
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await demo_remote()
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else:
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print("Usage: python demo.py [local|remote]")
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if __name__ == "__main__":
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asyncio.run(main())
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