"""Quick test script for MedCodeRL in my_env template.""" import sys import os sys.path.insert(0, os.path.dirname(os.path.abspath(__file__))) from server.my_env_environment import MyEnvironment from models import MedAction env = MyEnvironment() # Check tasks loaded print("Tasks loaded:") for d in ["easy", "medium", "hard"]: print(f" {d}: {len(env._task_cases[d])} cases") # Test reset (easy) obs = env.reset(task_id="easy") print(f"\nReset OK - case: {obs.case_id}") print(f"Clinical note: {obs.clinical_note[:80]}...") # Test step with correct action action = MedAction( diagnosis_codes=["J02.9"], procedure_codes=["99213"], decision="approve", confidence=0.85, reasoning="Acute pharyngitis coded correctly with appropriate E&M level for straightforward visit.", risk_flags=[], ) result = env.step(action) print(f"\nStep OK - Score: {result.reward}, Done: {result.done}") print(f"Feedback: {result.feedback}") print(f"State: episode={env.state.episode_id[:8]}... steps={env.state.step_count}") # Test hard case with wrong action obs2 = env.reset(task_id="hard") print(f"\nHard case: {obs2.case_id}") bad = MedAction( diagnosis_codes=["M17.11"], procedure_codes=["27447"], decision="approve", confidence=0.9, reasoning="Patient needs knee replacement as documented by the provider notes.", risk_flags=[], ) r2 = env.step(bad) print(f"Wrong action score: {r2.reward}") # Test medium obs3 = env.reset(task_id="medium") print(f"\nMedium case: {obs3.case_id}") print("\n✅ All tests passed!")