from __future__ import annotations import re _THINK_BLOCK = re.compile(r".*?", re.DOTALL | re.IGNORECASE) def strip_thinking(text: str) -> str: """Drop Qwen thinking spans before Likert parsing.""" if not text: return "" cleaned = _THINK_BLOCK.sub("", text) marker = "" lower = cleaned.lower() if marker in lower: cleaned = cleaned[lower.rfind(marker) + len(marker) :] return cleaned.strip() def parse_option_code(raw: str, valid_codes: tuple[str, ...]) -> str | None: if not raw: return None text = strip_thinking(raw) if text in valid_codes: return text match = re.search(r"\d+", text) if match and match.group(0) in valid_codes: return match.group(0) lowered = text.lower() for code in valid_codes: if code.lower() == lowered: return code return None