#!/usr/bin/env python # -*- coding: utf-8 -*- # @Time : 2025/4/24 19:51 # @Author : hukangzhe # @File : loader.py # @Description : 文档加载模块,不在像reg_mini返回长字符串,而是返回一个document对象列表,每个document都带有源文件信息 import logging from .schema import Document from typing import List import fitz import os class DocumentLoader: @staticmethod def _load_pdf(file_path): logging.info(f"Loading PDF file from {file_path}") try: with fitz.open(file_path) as f: text = "".join(page.get_text() for page in f) logging.info(f"Successfully loaded {len(f)} pages.") return text except Exception as e: logging.error(f"Failed to load PDF {file_path}: {e}") return None class MultiDocumentLoader: def __init__(self, paths: List[str]): self.paths = paths def load(self) -> List[Document]: docs = [] for file_path in self.paths: file_extension = os.path.splitext(file_path)[1].lower() if file_extension == '.pdf': docs.extend(self._load_pdf(file_path)) elif file_extension == '.txt': docs.extend(self._load_txt(file_path)) else: logging.warning(f"Unsupported file type:{file_extension}. Skipping {file_path}") return docs def _load_pdf(self, file_path: str) -> List[Document]: logging.info(f"Loading PDF file from {file_path}") try: pdf_docs = [] with fitz.open(file_path) as doc: for i, page in enumerate(doc): pdf_docs.append(Document( text=page.get_text(), metadata={'source': file_path, 'page': i + 1} )) return pdf_docs except Exception as e: logging.error(f"Failed to load PDF {file_path}: {e}") return [] def _load_txt(self, file_path: str) -> List[Document]: logging.info(f"Loading txt file from {file_path}") try: txt_docs = [] with open(file_path, 'r', encoding="utf-8") as f: txt_docs.append(Document( text=f.read(), metadata={'source': file_path} )) return txt_docs except Exception as e: logging.error(f"Failed to load txt {file_path}:{e}") return []