import json from datetime import datetime import firebase_admin from firebase_admin import credentials, firestore # 🔐 Secure Firebase initialization if not firebase_admin._apps: try: cred = credentials.Certificate("firebase_key.json") firebase_admin.initialize_app(cred) except Exception as e: print(f"❌ Firebase initialization failed: {e}") raise db = firestore.client() def log_user_feedback(goal, sol1, sol2, winner): try: formatted_winner = "1" if "1" in winner else "2" doc = { "timestamp": datetime.utcnow().isoformat(), "goal": goal.strip(), "solution_1": sol1.strip(), "solution_2": sol2.strip(), "winner": formatted_winner, "user_feedback": "from app.py" } db.collection("evo_feedback").add(doc) print(f"📥 Logged feedback: Solution {formatted_winner}") except Exception as e: print(f"❌ Failed to log feedback: {e}") raise