platform/aiml/etl/test_emergency_knowledge.py

#!/usr/bin/env python3

"""
TEST EMERGENCY KNOWLEDGE - ELIZABETH READY
Verify scraped knowledge is test-ready
Aurora - ETL Systems Specialist
"""

import json
from pathlib import Path

def test_emergency_knowledge():
    """Test the emergency scraped knowledge"""
    knowledge_dir = Path("/data/adaptai/corpus-data/emergency-knowledge")
    
    print("🧪 TESTING EMERGENCY KNOWLEDGE ACQUISITION")
    print("=" * 50)
    
    # Find latest files
    json_files = list(knowledge_dir.glob("emergency_*.json"))
    
    if not json_files:
        print("❌ No emergency knowledge files found!")
        return False
    
    # Load and test each file
    total_items = 0
    categories = set()
    
    for file_path in json_files:
        if 'summary' in file_path.name:
            continue
            
        print(f"\n📄 Testing: {file_path.name}")
        
        try:
            with open(file_path, 'r', encoding='utf-8') as f:
                data = json.load(f)
            
            if isinstance(data, list):
                # Multiple items
                item_count = len(data)
                print(f"   Items: {item_count}")
                total_items += item_count
                
                if data:
                    # Check first item structure
                    first_item = data[0]
                    if 'title' in first_item and 'content' in first_item:
                        print(f"   ✅ Structure: Valid")
                        print(f"   📖 Sample: {first_item.get('title', 'No title')[:50]}...")
                        categories.add(first_item.get('category', 'unknown'))
                    else:
                        print(f"   ❌ Structure: Invalid")
                        
            else:
                # Single item
                total_items += 1
                print(f"   Items: 1")
                
                if 'title' in data and 'content' in data:
                    print(f"   ✅ Structure: Valid")
                    print(f"   📖 Sample: {data.get('title', 'No title')[:50]}...")
                    categories.add(data.get('category', 'unknown'))
                else:
                    print(f"   ❌ Structure: Invalid")
                    
        except Exception as e:
            print(f"   ❌ Error loading {file_path}: {e}")
    
    # Load latest summary dynamically
    summary_files = sorted(knowledge_dir.glob("emergency_summary_*.json"), key=lambda p: p.stat().st_mtime, reverse=True)
    if summary_files:
        try:
            with open(summary_files[0], 'r', encoding='utf-8') as f:
                summary = json.load(f)
            print(f"\n📊 SUMMARY: {summary.get('total_items', 'n/a')} total items")
            cats = summary.get('categories_scraped') or summary.get('categories') or []
            if isinstance(cats, dict):
                cats = list(cats.keys())
            if isinstance(cats, list):
                print(f"   Categories: {', '.join(cats)}")
        except Exception as e:
            print(f"\n⚠️  Failed to load summary: {e}")
    
    print(f"\n🎯 KNOWLEDGE DOMAINS ACQUIRED:")
    for category in categories:
        print(f"   • {category.replace('_', ' ').title()}")
    
    # Test readiness
    print(f"\n✅ TEST READINESS ASSESSMENT:")
    
    if total_items >= 10:
        print("   📈 Sufficient volume: YES")
    else:
        print("   📈 Sufficient volume: NO")
    
    if any('payment' in cat for cat in categories):
        print("   💳 Payment processing: YES")
    else:
        print("   💳 Payment processing: NO")
    
    if any('tech' in cat or 'trend' in cat for cat in categories):
        print("   🤖 Tech trends: YES")
    else:
        print("   🤖 Tech trends: NO")
    
    print(f"\n🚀 ELIZABETH TEST READY: {'YES' if total_items >= 10 else 'NO'}")
    
    return total_items >= 10

def main():
    success = test_emergency_knowledge()
    
    if success:
        print("\n🎉 EMERGENCY KNOWLEDGE VALIDATION PASSED")
        print("=" * 50)
        print("Elizabeth can now be tested with real-world knowledge!")
        print("\nNext steps:")
        print("1. Integrate with Elizabeth's knowledge base")
        print("2. Run autonomous operation tests")
        print("3. Verify payment processing understanding")
        print("4. Test technical trend awareness")
    else:
        print("\n❌ EMERGENCY KNOWLEDGE VALIDATION FAILED")
        print("Need more diverse knowledge acquisition")

if __name__ == "__main__":
    main()