#!/user/bin/python # -*- coding: utf-8 -*- """ Description: MinerU PDF文本抽取 Create: 2025/10/29 17:24 """ import json import os import time from loguru import logger from typing import Dict, Any from datamate.core.base_op import Mapper from datamate.common.utils.rest_client import http_request class MineruFormatter(Mapper): """基于外部API,抽取PDF中的文本""" def __init__(self, *args, **kwargs): super(MineruFormatter, self).__init__(*args, **kwargs) self.base_url = os.getenv("EXTERNAL_PDF_BASE_URL", "http://datamate-mineru:9001") self.pdf_extract_url = f"{self.base_url}/api/pdf-extract" def execute(self, sample: Dict[str, Any]) -> Dict[str, Any]: start = time.time() filename = sample[self.filename_key] try: data = {"source_path": sample[self.filepath_key], "export_path": sample[self.export_path_key]} response = http_request(method="POST", url=self.pdf_extract_url, data=data) sample[self.text_key] = json.loads(response.text).get("result") logger.info( f"fileName: {filename}, method: MineruFormatter costs {(time.time() - start):6f} s") except UnicodeDecodeError as err: logger.exception(f"fileName: {filename}, method: MineruFormatter causes decode error: {err}") raise return sample