import re, hashlib def clean_artist_name(text): return re.sub(r'[⭐🤖🎭\u2B50\uFE0F]', '', text).strip() def force_star_flag(starred=True): return "Yes" if starred else "No" def hash_file(filename): hasher = hashlib.sha256() with open(filename, "rb") as f: buf = f.read() hasher.update(buf) return hasher.hexdigest()