# In data/users.py import firebase_admin from firebase_admin import credentials, firestore class UserManager: def __init__(self): # Initialize Firebase (if not already initialized) if not firebase_admin._apps: cred = credentials.Certificate("path/to/serviceAccountKey.json") firebase_admin.initialize_app(cred) self.db = firestore.client() self.collection = self.db.collection('users') def create_user(self, user_data): """Create a new user""" doc_ref = self.collection.document() doc_ref.set(user_data) return doc_ref.id def get_user(self, user_id): """Get user by ID""" doc = self.collection.document(user_id).get() return doc.to_dict() if doc.exists else None def update_progress(self, user_id, module_id, completion): """Update user progress on a module""" self.collection.document(user_id).update({ f'progress.{module_id}': completion }) def get_recommended_modules(self, user_id, num_recommendations=3): """Get recommended modules based on user progress""" user = self.get_user(user_id) if not user: return [] # Simple recommendation strategy: # 1. Get modules user hasn't completed # 2. Prioritize those with prerequisites the user has completed # 3. Sort by difficulty appropriate to user's level # This would need to be implemented with a query to the content collection # For now, returning a placeholder return ["module1", "module2", "module3"]