manual_tests/test_patient_profile_flow.py

#!/usr/bin/env python3
"""
Test script to verify patient profile loading and usage flow.

Tests:
1. Profile data is properly loaded from predefined profiles
2. Patient info is set via set_patient_info() method
3. Patient info is used in Provider Summary generation
4. Patient info is used in Spiritual Care Message generation
"""

import sys
import os

# Add project root to path
project_root = os.path.dirname(os.path.abspath(__file__))
sys.path.insert(0, project_root)

from src.core.simplified_medical_app import SimplifiedMedicalApp
from src.core.provider_summary_generator import ProviderSummary
from src.core.spiritual_state import SpiritualAssessment, SpiritualState

print("=" * 80)
print("PATIENT PROFILE FLOW TEST")
print("=" * 80)

# Step 1: Initialize app (default patient from clinical_background)
print("\n1️⃣ STEP 1: Initialize App")
print("-" * 80)
app = SimplifiedMedicalApp()
print(f"✅ App initialized")
print(f"   Default patient from clinical_background: {app.clinical_background.patient_name}")
print(f"   Patient info (name): {app.patient_info.get('name')}")
print(f"   Patient info (phone): {app.patient_info.get('phone')}")

# Step 2: Load a profile (simulate UI "Load Profile" button)
print("\n2️⃣ STEP 2: Load Profile Data (Simulate UI)")
print("-" * 80)
profile = {
    "name": "Maria",
    "phone": "(555) 111-2222",
    "age": 58,
    "conditions": "Type 2 Diabetes, Obesity, Hypertension",
    "goal": "Blood sugar control and weight management"
}
print(f"Profile selected: Diabetic Patient")
print(f"   Name: {profile['name']}")
print(f"   Phone: {profile['phone']}")
print(f"   Age: {profile['age']}")
print(f"   Conditions: {profile['conditions']}")

# Step 3: Save profile (simulate UI "Save Profile" button)
print("\n3️⃣ STEP 3: Save Profile (Update App Patient Info)")
print("-" * 80)
app.set_patient_info(name=profile['name'], phone=profile['phone'])
print(f"✅ Patient info updated via set_patient_info()")
print(f"   app.patient_info['name']: {app.patient_info.get('name')}")
print(f"   app.patient_info['phone']: {app.patient_info.get('phone')}")

# Step 4: Generate Provider Summary (simulate RED flag scenario)
print("\n4️⃣ STEP 4: Generate Provider Summary (Check Patient Info Usage)")
print("-" * 80)

# Create a mock assessment
mock_assessment = SpiritualAssessment(
    state=SpiritualState.RED,
    confidence=0.85,
    reasoning="Patient expressing severe hopelessness and loss of meaning",
    indicators=["Hopelessness", "Loss of meaning", "Despair"]
)

# Generate summary
summary = app.provider_summary_generator.generate_summary(
    indicators=mock_assessment.indicators,
    reasoning=mock_assessment.reasoning,
    confidence=mock_assessment.confidence,
    patient_name=app.patient_info.get("name") or app.clinical_background.patient_name,
    patient_phone=app.patient_info.get("phone"),
    triage_questions=[],
    triage_responses=[],
    conversation_context="Patient discussed feeling overwhelmed with diabetes management"
)

print(f"✅ Provider Summary generated")
print(f"   Patient Name in summary: {summary.patient_name}")
print(f"   Patient Phone in summary: {summary.patient_phone}")
print(f"   Classification: {summary.classification}")
print(f"   Confidence: {summary.confidence:.0%}")
print(f"   Severity: {summary.severity_level}")
print(f"   Indicators: {', '.join(summary.indicators)}")

# Step 5: Generate Spiritual Care Message (check patient info in message)
print("\n5️⃣ STEP 5: Generate Spiritual Care Message (Check Patient Info Usage)")
print("-" * 80)

care_message = app.provider_summary_generator.generate_spiritual_care_message(
    summary=summary,
    language="English"
)

print(f"✅ Spiritual Care Message generated")
print(f"   Message length: {len(care_message)} characters")
print(f"   Patient name appears: {'Maria' in care_message}")
print(f"   Patient phone appears: {'(555) 111-2222' in care_message}")
print("\n📧 MESSAGE PREVIEW (first 400 chars):")
print("-" * 80)
print(care_message[:400])
if len(care_message) > 400:
    print(f"\n... (truncated, {len(care_message) - 400} more characters)")

# Step 6: Test with different profile
print("\n6️⃣ STEP 6: Change Profile and Re-test")
print("-" * 80)

another_profile = {
    "name": "Thomas",
    "phone": "(555) 789-0123"
}
print(f"New profile: {another_profile['name']}")
app.set_patient_info(name=another_profile['name'], phone=another_profile['phone'])

summary2 = app.provider_summary_generator.generate_summary(
    indicators=["Suicidal ideation", "Severe depression"],
    reasoning="CRISIS - Patient expressing active suicidal thoughts",
    confidence=0.95,
    patient_name=app.patient_info.get("name") or app.clinical_background.patient_name,
    patient_phone=app.patient_info.get("phone"),
    triage_questions=["Are you having thoughts of hurting yourself?"],
    triage_responses=["Yes, I have been thinking about it a lot"],
    conversation_context="Patient disclosed active suicidal ideation"
)

print(f"✅ Second summary generated")
print(f"   Patient Name: {summary2.patient_name}")
print(f"   Patient Phone: {summary2.patient_phone}")
print(f"   Urgency Level: {summary2.urgency_level}")

# Final verification
print("\n" + "=" * 80)
print("VERIFICATION RESULTS")
print("=" * 80)

results = []
results.append(("Profile data loaded correctly", profile['name'] == "Maria"))
results.append(("set_patient_info() updates patient_info", app.patient_info.get('name') == "Thomas"))
results.append(("Patient name used in Provider Summary", summary.patient_name == "Maria"))
results.append(("Patient phone used in Provider Summary", summary.patient_phone == "(555) 111-2222"))
results.append(("Patient info appears in Care Message", "Maria" in care_message))
results.append(("Profile change works", summary2.patient_name == "Thomas"))

all_passed = all(result[1] for result in results)

for test_name, passed in results:
    status = "✅ PASS" if passed else "❌ FAIL"
    print(f"{status}: {test_name}")

print("\n" + "=" * 80)
if all_passed:
    print("🎉 ALL TESTS PASSED - Patient profile flow working correctly!")
else:
    print("⚠️  SOME TESTS FAILED - Review implementation")
print("=" * 80)