#!/user/bin/python # -*- coding: utf-8 -*- """ Description: 空格标准化 Create: 2025/01/15 """ import re import time from typing import Dict, Any from loguru import logger from datamate.core.base_op import Mapper class UnicodeSpaceCleaner(Mapper): @classmethod def _clean_unicode_space(cls, input_data: str): """将文档中不同的 unicode 空格,如 u2008,转换为正常空格(半角空格)""" white_space_pattern = '[\u00A0 \u1680 \u2000-\u200D \u2028-\u2029 \u202F \u205F \u3000 \u180E \u2060 \uFEFF]' return re.compile(white_space_pattern).sub('\u0020', input_data) def execute(self, sample: Dict[str, Any]) -> Dict[str, Any]: start = time.time() sample[self.text_key] = self._clean_unicode_space(sample[self.text_key]) logger.info( f"fileName: {sample[self.filename_key]}, method: UnicodeSpaceCleaner costs {time.time() - start:6f} s") return sample