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103 lines
4.0 KiB
Python
103 lines
4.0 KiB
Python
# coding=utf-8
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"""
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@project: maxkb
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@Author：虎
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@file： text_split_handle.py
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@date：2024/3/27 18:19
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@desc:
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"""
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import re
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from typing import List
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import fitz
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import os
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import tempfile
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import logging
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from langchain_community.document_loaders import PyPDFLoader
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from common.handle.base_split_handle import BaseSplitHandle
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from common.util.split_model import SplitModel
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import time
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default_pattern_list = [re.compile('(?<=^)# .*|(?<=\\n)# .*'),
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re.compile('(?<=\\n)(?<!#)## (?!#).*|(?<=^)(?<!#)## (?!#).*'),
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re.compile("(?<=\\n)(?<!#)### (?!#).*|(?<=^)(?<!#)### (?!#).*"),
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re.compile("(?<=\\n)(?<!#)#### (?!#).*|(?<=^)(?<!#)#### (?!#).*"),
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re.compile("(?<=\\n)(?<!#)##### (?!#).*|(?<=^)(?<!#)##### (?!#).*"),
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re.compile("(?<=\\n)(?<!#)###### (?!#).*|(?<=^)(?<!#)###### (?!#).*"),
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re.compile("(?<!\n)\n\n+")]
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max_kb = logging.getLogger("max_kb")
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class PdfSplitHandle(BaseSplitHandle):
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def handle(self, file, pattern_list: List, with_filter: bool, limit: int, get_buffer, save_image):
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with tempfile.NamedTemporaryFile(delete=False) as temp_file:
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# 将上传的文件保存到临时文件中
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for chunk in file.chunks():
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temp_file.write(chunk)
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# 获取临时文件的路径
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temp_file_path = temp_file.name
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pdf_document = fitz.open(temp_file_path)
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try:
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content = ""
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for page_num in range(len(pdf_document)):
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start_time = time.time()
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page = pdf_document.load_page(page_num)
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text = page.get_text()
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if text and text.strip(): # 如果页面中有文本内容
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page_content = text
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else:
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try:
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new_doc = fitz.open()
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new_doc.insert_pdf(pdf_document, from_page=page_num, to_page=page_num)
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page_num_pdf = tempfile.gettempdir() + f"/{file.name}_{page_num}.pdf"
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new_doc.save(page_num_pdf)
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new_doc.close()
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loader = PyPDFLoader(page_num_pdf, extract_images=True)
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page_content = "\n" + loader.load()[0].page_content
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except NotImplementedError as e:
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# 文件格式不支持，直接退出
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raise e
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except BaseException as e:
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# 当页出错继续进行下一页，防止一个页面出错导致整个文件解析失败
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max_kb.error(f"File: {file.name}, Page: {page_num + 1}, error: {e}")
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continue
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finally:
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os.remove(page_num_pdf)
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content += page_content
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elapsed_time = time.time() - start_time
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# todo 实现进度条代替下面的普通输出
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max_kb.debug(
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f"File: {file.name}, Page: {page_num + 1}, Time : {elapsed_time: .3f}s, content-length: {len(page_content)}")
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if pattern_list is not None and len(pattern_list) > 0:
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split_model = SplitModel(pattern_list, with_filter, limit)
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else:
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split_model = SplitModel(default_pattern_list, with_filter=with_filter, limit=limit)
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except BaseException as e:
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max_kb.error(f"File: {file.name}, error: {e}")
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return {'name': file.name,
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'content': []}
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finally:
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pdf_document.close()
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# 处理完后可以删除临时文件
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os.remove(temp_file_path)
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return {'name': file.name,
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'content': split_model.parse(content)
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}
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def support(self, file, get_buffer):
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file_name: str = file.name.lower()
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if file_name.endswith(".pdf") or file_name.endswith(".PDF"):
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return True
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return False
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