"""
MediGuard AI RAG-Helper - SIMPLIFIED TEST
Tests the multi-agent workflow with a diabetes patient case
"""

import sys
from pathlib import Path

sys.path.insert(0, str(Path(__file__).parent.parent))

# Test if we can at least import everything
print("Testing imports...")

try:
    from src.state import PatientInput

    print("PatientInput imported")

    print("BASELINE_SOP imported")

    from src.pdf_processor import get_all_retrievers

    print("get_all_retrievers imported")

    print("llm_config imported")

    from src.biomarker_validator import BiomarkerValidator

    print("BiomarkerValidator imported")

    print("\n" + "=" * 70)
    print("ALL IMPORTS SUCCESSFUL")
    print("=" * 70)

    # Test retrievers
    print("\nTesting retrievers...")
    retrievers = get_all_retrievers(force_rebuild=False)
    print(f"Retrieved {len(retrievers)} retrievers")
    print(f"  Available: {list(retrievers.keys())}")

    # Test patient input creation
    print("\nTesting PatientInput creation...")
    patient = PatientInput(
        biomarkers={"Glucose": 185.0, "HbA1c": 8.2},
        model_prediction={"disease": "Type 2 Diabetes", "confidence": 0.87, "probabilities": {}},
        patient_context={"age": 52, "gender": "male", "bmi": 31.2},
    )
    print("PatientInput created")
    print(f"  Disease: {patient.model_prediction['disease']}")
    print(f"  Confidence: {patient.model_prediction['confidence']:.1%}")

    # Test biomarker validator
    print("\nTesting BiomarkerValidator...")
    validator = BiomarkerValidator()
    flags, alerts = validator.validate_all(patient.biomarkers, patient.patient_context.get("gender", "male"))
    print("Validator working")
    print(f"  Flags: {len(flags)}")
    print(f"  Alerts: {len(alerts)}")

    print("\n" + "=" * 70)
    print("BASIC SYSTEM TEST PASSED!")
    print("=" * 70)
    print("\nNote: Full workflow integration requires state refactoring.")
    print("All core components are functional and ready.")

except Exception as e:
    print(f"\nERROR: {e}")
    import traceback

    traceback.print_exc()