from pymongo import MongoClient # MongoDB connection mongo_db_uri = "mongodb+srv://AhumMongoDB:MongoDBAhum@ahumcluster.64iflwq.mongodb.net/?retryWrites=true&w=majority&appName=Ahumcluster" client = MongoClient(mongo_db_uri) db = client["Quotes"] collection = db["Ahum"] # Loop through each document for doc in collection.find(): full_text = doc.get("text", "") # Try to split the quote and author using dash variations if "–" in full_text: quote_part, author = full_text.rsplit("–", 1) elif "-" in full_text: quote_part, author = full_text.rsplit("-", 1) else: quote_part, author = full_text, "Unknown" # Clean up punctuation and whitespace quote_cleaned = quote_part.strip(' “”"\'').strip() author_cleaned = author.strip(' “”"\'').strip() # Convert tags to capitalized "emotions" tags = doc.get("tags", []) emotions = [tag.capitalize() for tag in tags] # Update the document collection.update_one( {"_id": doc["_id"]}, {"$set": { "quote": quote_cleaned, "author": author_cleaned, "emotions": emotions }, "$unset": { "text": "", # remove old field "tags": "" # remove old field }} ) print("✅ All documents updated successfully.")