Files
DataPipeline/pipeline/text.py
T
2026-03-30 16:28:56 +08:00

22 lines
739 B
Python

import re
from typing import Dict, Optional
class TextNormalizer:
"""Text normalization."""
DEFAULT_REPLACEMENTS = {
"\\[": "$$", "\\]": "$$", "\\(": "$", "\\)": "$",
'\u2018': "'", '\u2019': "'", '\u0060': "'",
'\u201C': '"', '\u201D': '"',
'\u2013': '-', '\u2014': '--', '\u2212': '-',
'\u00A0': ' ', '\u2026': '...'
}
def __init__(self, custom_rules: Optional[Dict[str, str]] = None):
self.replacements = {**self.DEFAULT_REPLACEMENTS, **(custom_rules or {})}
self._pattern = re.compile('|'.join(re.escape(k) for k in self.replacements))
def normalize(self, text: str) -> str:
return self._pattern.sub(lambda m: self.replacements[m.group()], text)