| # -*- coding: utf-8 -*- | |
| """ | |
| esupar: Tokenizer, POS tagger and dependency parser with BERT/RoBERTa/DeBERTa models for Japanese and other languages | |
| GitHub: https://github.com/KoichiYasuoka/esupar | |
| """ | |
| from typing import List, Union | |
| try: | |
| import esupar | |
| except ImportError: | |
| raise ImportError("Import Error; Install esupar by pip install esupar") | |
| class Parse: | |
| def __init__(self, model: str = "th") -> None: | |
| if model is None: | |
| model = "th" | |
| self.nlp = esupar.load(model) | |
| def __call__( | |
| self, text: str, tag: str = "str" | |
| ) -> Union[List[List[str]], str]: | |
| _data = str(self.nlp(text)) | |
| if tag == "list": | |
| _temp = _data.splitlines() | |
| _tag_data = [] | |
| for i in _temp: | |
| _tag_data.append(i.split()) | |
| return _tag_data | |
| return _data | |