1.20 pypdf2读取失败可转为使用fitz库

This commit is contained in:
zy123 2025-01-21 14:21:49 +08:00
parent fb88d1e46c
commit 6618c6d247
8 changed files with 457 additions and 172 deletions

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@ -1,17 +1,38 @@
import re
import fitz
from PyPDF2 import PdfReader
def extract_common_header(pdf_path):
def get_headers(pdf_document, start_page, pages_to_read):
"""
提取 PDF 文件的公共页眉
参数
- pdf_path: PDF 文件路径
返回
- common_header: 公共页眉内容字符串如果未找到则返回空字符串
"""
def get_headers(pdf_document, start_page, pages_to_read, is_pypdf2):
headers = []
for i in range(start_page, min(start_page + pages_to_read, len(pdf_document.pages))):
page = pdf_document.pages[i]
text = page.extract_text() or ""
if text:
# 只取每页的前三行,去除前后的空白字符
first_lines = [line.strip() for line in text.strip().split('\n')[:3]]
headers.append(first_lines)
for i in range(start_page, min(start_page + pages_to_read,
len(pdf_document.pages) if is_pypdf2 else pdf_document.page_count)):
try:
if is_pypdf2:
page = pdf_document.pages[i]
text = page.extract_text() or ""
else:
page = pdf_document.load_page(i)
text = page.get_text() or ""
if text:
# 只取每页的前三行,去除前后的空白字符
first_lines = [line.strip() for line in text.strip().split('\n')[:3]]
headers.append(first_lines)
except Exception as e:
print(f"提取第 {i} 页文本时出错: {e}")
continue
return headers
def find_common_headers(headers):
@ -49,45 +70,66 @@ def extract_common_header(pdf_path):
return common_headers
pdf_document = PdfReader(pdf_path)
total_pages = len(pdf_document.pages)
try:
# 尝试使用 PyPDF2 读取 PDF
try:
pdf_document = PdfReader(pdf_path)
total_pages = len(pdf_document.pages)
is_pypdf2 = True
# print("使用 PyPDF2 成功读取 PDF 文件。")
except Exception as e_pypdf2:
print(f"extract_common_header:使用 PyPDF2 读取 PDF 失败: {e_pypdf2}")
try:
# 如果 PyPDF2 失败,尝试使用 PyMuPDF 读取 PDF
pdf_document = fitz.open(pdf_path)
total_pages = pdf_document.page_count
is_pypdf2 = False
# print("使用 PyMuPDF 成功读取 PDF 文件。")
except Exception as e_fitz:
print(f"extract_common_header:使用 PyMuPDF 读取 PDF 也失败: {e_fitz}")
return "" # 或者根据需求抛出异常
# 定义两个提取策略
strategies = []
if total_pages >= 3:
# 策略1中间的3页
middle_page = total_pages // 2
start_page = max(0, middle_page - 1)
strategies.append((start_page, 3))
elif total_pages == 2:
# 策略12页
strategies.append((0, 2))
else:
# 策略11页
strategies.append((0, 1))
# 定义两个提取策略
strategies = []
if total_pages >= 3:
# 策略1中间的3页
middle_page = total_pages // 2
start_page = max(0, middle_page - 1)
strategies.append((start_page, 3))
elif total_pages == 2:
# 策略12页
strategies.append((0, 2))
else:
# 策略11页
strategies.append((0, 1))
# 策略2前三页
if total_pages >= 3:
strategies.append((0, 3))
elif total_pages == 2:
strategies.append((0, 2))
elif total_pages == 1:
strategies.append((0, 1))
# 策略2前三页
if total_pages >= 3:
strategies.append((0, 3))
elif total_pages == 2:
strategies.append((0, 2))
elif total_pages == 1:
strategies.append((0, 1))
common_headers = []
common_headers = []
for idx, (start, count) in enumerate(strategies):
headers = get_headers(pdf_document, start, count)
if len(headers) < 2:
continue # 需要至少2页来比较
for idx, (start, count) in enumerate(strategies):
headers = get_headers(pdf_document, start, count, is_pypdf2)
if len(headers) < 2:
continue # 需要至少2页来比较
current_common = find_common_headers(headers)
if current_common:
common_headers = current_common
break # 找到共同部分后退出
# 如果没有找到,继续下一个策略
current_common = find_common_headers(headers)
if current_common:
common_headers = current_common
print(f"使用策略{idx + 1}找到共同的页眉: {common_headers}")
break # 找到共同部分后退出
# 如果没有找到,继续下一个策略
return '\n'.join(common_headers)
return '\n'.join(common_headers)
except Exception as e:
print(f"Error in extract_common_header: {e}")
return "" # 根据需求调整返回值
def clean_page_content(text, common_header):
# 首先删除抬头公共部分

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@ -119,10 +119,10 @@ if __name__ == "__main__":
# input_path = r"C:\Users\Administrator\Desktop\new招标文件\工程标"
# pdf_path=r"C:\Users\Administrator\Desktop\货物标\zbfiles\094定稿-湖北工业大学轻武器模拟射击设备采购项目招标文件.pdf"
# pdf_path = r"C:\Users\Administrator\Desktop\货物标\zbfiles\zbtest4_evaluation_method.pdf"
pdf_path=r"C:\Users\Administrator\Desktop\新建文件夹 (3)\temp\file1736998876340 (1).doc"
pdf_path=r"D:\flask_project\flask_app\static\output\output1\139ecc93-bc85-4007-a4c5-1fb158a88719\ztbfile.pdf"
# pdf_path=r"C:\Users\Administrator\Desktop\货物标\zbfiles\zbtest4_evaluation_method.pdf"
# input_path=r"C:\Users\Administrator\Desktop\招标文件\招标test文件夹\zbtest8.pdf"
output_folder = r"C:\Users\Administrator\Desktop\新建文件夹 (3)\temp"
output_folder = r"D:\flask_project\flask_app\static\output\output1\139ecc93-bc85-4007-a4c5-1fb158a88719"
# selections = [1, 4] # 仅处理 selection 4、1
# selections = [1, 2, 3, 5]
# files = truncate_pdf_multiple(pdf_path, output_folder, logger, 'goods', selections) #engineering

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@ -1,6 +1,8 @@
# flask_app/general/截取pdf通用函数.py
import concurrent.futures
import os
import fitz
import regex
from PyPDF2 import PdfReader, PdfWriter
from flask_app.general.clean_pdf import extract_common_header, clean_page_content
@ -8,36 +10,94 @@ from flask_app.general.format_change import docx2pdf
import concurrent.futures
# 定义一个函数用于提取文本
def get_text_pypdf2(pdf, page_num):
return pdf.pages[page_num].extract_text() or ""
def get_text_fitz(pdf, page_num):
return pdf.load_page(page_num).get_text() or ""
# 定义一个内部函数来绑定 pdf_document 对象
def create_get_text_function(pdf_lib, pdf_doc):
if pdf_lib == 'pypdf2':
return lambda page_num: get_text_pypdf2(pdf_doc, page_num)
elif pdf_lib == 'fitz':
return lambda page_num: get_text_fitz(pdf_doc, page_num)
else:
raise ValueError("不支持的 PDF 库。")
def get_start_and_common_header(input_path, end_page):
common_header = extract_common_header(input_path)
last_begin_index = 0
begin_pattern = regex.compile(
r'.*(?<!对应\s*)(?<!根据\s*)(?<!按照\s*)(?<!见\s*)(?<!与\s*)(?<!同\s*)(?<!"\s*)(?<!“\s*)(?<!”\s*)(?:招标公告|磋商公告|谈判公告|邀请书|邀请函|投标邀请|磋商邀请|谈判邀请|采购公告)[\)]?\s*$',
regex.MULTILINE
)
# 新增目录匹配模式
catalog_pattern = regex.compile(r'\s*目\s*录\s*$', regex.MULTILINE)
pdf_document = PdfReader(input_path)
for i, page in enumerate(pdf_document.pages):
if i > end_page:
return common_header, 0 # 如果页码大于end_page直接返回last_begin_index=0
text = page.extract_text()
if text:
cleaned_text = clean_page_content(text, common_header)
# 检查是否存在"目录"
if catalog_pattern.search(cleaned_text):
continue # 如果存在目录,跳过当前页面
if begin_pattern.search(cleaned_text):
last_begin_index = i # 更新第一个匹配的索引页码从0开始
return common_header, last_begin_index
return common_header, last_begin_index
"""
提取 PDF 文件的公共页眉和起始页索引
参数
- input_path: PDF 文件路径
- end_page: 遍历的结束页码
返回
- common_header: 公共页眉内容
- last_begin_index: 起始页的页码索引
"""
try:
# 提取公共页眉
common_header = extract_common_header(input_path) # 假设该函数已定义
last_begin_index = 0
begin_pattern = regex.compile(
r'.*(?<!对应\s*)(?<!根据\s*)(?<!按照\s*)(?<!见\s*)(?<!与\s*)(?<!同\s*)(?<!"\s*)(?<!“\s*)(?<!”\s*)(?:招标公告|磋商公告|谈判公告|邀请书|邀请函|投标邀请|磋商邀请|谈判邀请|采购公告)[\)]?\s*$',
regex.MULTILINE
)
# 新增目录匹配模式
catalog_pattern = regex.compile(r'\s*目\s*录\s*$', regex.MULTILINE)
try:
# 尝试使用 PyPDF2 读取 PDF
pdf_document = PdfReader(input_path)
total_pages = len(pdf_document.pages)
get_text = create_get_text_function('pypdf2', pdf_document)
# print("使用 PyPDF2 成功读取 PDF 文件。")
except Exception as e_pypdf2:
print(f"get_start_and_common_header:使用 PyPDF2 读取 PDF 失败: {e_pypdf2}")
try:
# 如果 PyPDF2 失败,尝试使用 PyMuPDF 读取 PDF
pdf_document = fitz.open(input_path)
total_pages = pdf_document.page_count
get_text = create_get_text_function('fitz', pdf_document)
# print("使用 PyMuPDF 成功读取 PDF 文件。")
except Exception as e_fitz:
print(f"使用 PyMuPDF 读取 PDF 也失败: {e_fitz}")
return common_header, 0 # 或者根据需求抛出异常
# 遍历页面
for i in range(total_pages):
if i > end_page:
return common_header, 0 # 如果页码大于 end_page直接返回 last_begin_index=0
text = get_text(i)
if text:
cleaned_text = clean_page_content(text, common_header)
# 检查是否存在"目录"
if catalog_pattern.search(cleaned_text):
print(f"页面 {i} 包含目录,跳过。")
continue # 如果存在目录,跳过当前页面
if begin_pattern.search(cleaned_text):
last_begin_index = i # 更新第一个匹配的索引页码从0开始
print(f"匹配到起始模式,设置 last_begin_index 为: {last_begin_index}")
return common_header, last_begin_index
return common_header, last_begin_index
except Exception as e:
print(f"Error in get_start_and_common_header: {e}")
return "", 0 # 根据需求调整返回值
def check_pdf_pages(pdf_path, mode, logger):
try:
reader = PdfReader(pdf_path)
num_pages = len(reader.pages)
logger.info(f"PDF '{pdf_path}' 的总页数为: {num_pages}")
try:
pdf_document = PdfReader(pdf_path)
num_pages = len(pdf_document.pages)
# logger.info(f"使用 PyPDF2 成功读取 PDF '{pdf_path}' 的总页数为: {num_pages}")
except Exception as e_pypdf2:
print(f"check_pdf_pages:使用 PyPDF2 读取 PDF 失败: {e_pypdf2}")
pdf_document = fitz.open(pdf_path)
num_pages = pdf_document.page_count
if num_pages <= 30:
logger.info("PDFinvalid_path页数小于或等于30页跳过切分逻辑。")
if mode == 'goods':
@ -57,50 +117,120 @@ def check_pdf_pages(pdf_path, mode, logger):
def save_extracted_pages(pdf_path, output_folder, start_page, end_page, output_suffix, common_header):
try:
# 检查 start_page 和 end_page 是否为 None
if start_page is None or end_page is None:
print("Error: start_page 或 end_page 为 None")
print("错误: start_page 或 end_page 为 None")
return ""
pdf_document = PdfReader(pdf_path)
total_pages = len(pdf_document.pages)
base_file_name = os.path.splitext(os.path.basename(pdf_path))[0]
output_pdf_path = os.path.join(output_folder, f"{base_file_name}_{output_suffix}.pdf")
# 尝试使用 PyPDF2 读取 PDF
try:
pdf_document = PdfReader(pdf_path)
total_pages = len(pdf_document.pages)
get_text = lambda p: pdf_document.pages[p].extract_text()
using_pypdf2 = True
# print("使用 PyPDF2 成功读取 PDF 文件。")
except Exception as e_pypdf2:
print(f"save_extracted_pages:使用 PyPDF2 读取 PDF 失败: {e_pypdf2}")
# 尝试使用 PyMuPDF 读取 PDF
try:
pdf_document = fitz.open(pdf_path)
total_pages = pdf_document.page_count
get_text = lambda p: pdf_document.load_page(p).get_text()
using_pypdf2 = False
# print("使用 PyMuPDF 成功读取 PDF 文件。")
except Exception as e_fitz:
print(f"使用 PyMuPDF 读取 PDF 也失败: {e_fitz}")
return ""
# 检查页面范围的有效性
if start_page < 0 or end_page >= total_pages or start_page > end_page:
print(f"无效的页面范围: {start_page}{end_page}")
return ""
base_file_name = os.path.splitext(os.path.basename(pdf_path))[0]
output_pdf_path = os.path.join(output_folder, f"{base_file_name}_{output_suffix}.pdf")
if output_suffix == 'notice' and start_page > 0:
before_pdf_path = os.path.join(output_folder, f"{base_file_name}_before.pdf")
before_doc = PdfWriter()
toc_page = -1
# 查找目录页
for page_num in range(min(start_page, total_pages)):
page_text = pdf_document.pages[page_num].extract_text()
cleaned_text = clean_page_content(page_text, common_header)
try:
text = get_text(page_num)
except Exception as e_extract:
print(f"提取第 {page_num} 页文本时出错: {e_extract}")
continue
cleaned_text = clean_page_content(text, common_header)
if regex.search(r'\s*录', cleaned_text, regex.MULTILINE):
toc_page = page_num
break
# 确定截取的页数
pages_to_extract = toc_page + 1 if toc_page != -1 else start_page
# 提取页面
for page_num in range(pages_to_extract):
before_doc.add_page(pdf_document.pages[page_num])
print(before_pdf_path)
with open(before_pdf_path, 'wb') as f_before:
before_doc.write(f_before)
output_doc = PdfWriter()
for page_num in range(start_page, end_page + 1):
output_doc.add_page(pdf_document.pages[page_num])
with open(output_pdf_path, 'wb') as f:
output_doc.write(f)
print(f"{output_suffix} 已截取并保存页面从 {start_page}{end_page}{output_pdf_path}")
return output_pdf_path
if using_pypdf2:
before_doc = PdfWriter()
for page_num in range(pages_to_extract):
try:
before_doc.add_page(pdf_document.pages[page_num])
except Exception as e_page:
print(f"添加第 {page_num} 页到 before_doc 时出错: {e_page}")
continue
try:
with open(before_pdf_path, 'wb') as f_before:
before_doc.write(f_before)
print(f"目录前的页面已保存到 {before_pdf_path}")
except Exception as e_write_before:
print(f"保存目录前的页面时出错: {e_write_before}")
else:
before_doc = fitz.open()
for page_num in range(pages_to_extract):
try:
before_doc.insert_pdf(pdf_document, from_page=page_num, to_page=page_num)
except Exception as e_page:
print(f"添加第 {page_num} 页到 before_doc 时出错: {e_page}")
continue
try:
before_doc.save(before_pdf_path)
before_doc.close()
print(f"目录前的页面已保存到 {before_pdf_path}")
except Exception as e_write_before:
print(f"保存目录前的页面时出错: {e_write_before}")
# 提取并保存目标页面
if using_pypdf2:
output_doc = PdfWriter()
for page_num in range(start_page, end_page + 1):
try:
output_doc.add_page(pdf_document.pages[page_num])
except Exception as e_page:
print(f"添加第 {page_num} 页到 output_doc 时出错: {e_page}")
continue
try:
with open(output_pdf_path, 'wb') as f:
output_doc.write(f)
print(f"{output_suffix} 已截取并保存页面从 {start_page}{end_page}{output_pdf_path}")
return output_pdf_path
except Exception as e_write:
print(f"保存截取的页面时出错: {e_write}")
return ""
else:
output_doc = fitz.open()
for page_num in range(start_page, end_page + 1):
try:
output_doc.insert_pdf(pdf_document, from_page=page_num, to_page=page_num)
except Exception as e_page:
print(f"添加第 {page_num} 页到 output_doc 时出错: {e_page}")
continue
try:
output_doc.save(output_pdf_path)
output_doc.close()
print(f"{output_suffix} 已截取并保存页面从 {start_page}{end_page}{output_pdf_path}")
return output_pdf_path
except Exception as e_write:
print(f"保存截取的页面时出错: {e_write}")
return ""
except Exception as e:
print(f"Error in save_extracted_pages: {e}")
return "" # 返回空字符串
print(f"发生未知错误: {e}")
return ""
def is_pdf_or_doc(filename):
@ -159,17 +289,25 @@ def get_invalid_file(file_path, output_folder, common_header, begin_page):
try:
# 打开PDF文件
pdf_document = PdfReader(file_path)
total_pages = len(pdf_document.pages)
# 新增逻辑:如果总页数 <= 50直接返回 file_path
try:
pdf_document = PdfReader(file_path)
pdf_lib = 'pypdf2'
# 获取总页数(对于 pypdf2 的 PDFDocument
total_pages = len(pdf_document.pages)
except Exception as e:
print(f"get_invalid_file:使用 pypdf2 读取失败,错误信息: {e},切换至 fitz。")
pdf_document = fitz.open(file_path)
pdf_lib = 'fitz'
# 获取总页数(对于 fitz 的 PDFDocument
total_pages = pdf_document.page_count
if total_pages <= 50:
print(f"PDF页数({total_pages}) <= 50直接返回文件路径:{file_path}")
return file_path, 0
get_text = create_get_text_function(pdf_lib, pdf_document)
# 提取并清理每页的文本内容
page_texts = []
for i in range(total_pages):
page = pdf_document.pages[i]
text = page.extract_text()
text = get_text(i)
cleaned_text = clean_page_content(text, common_header) if text else ""
page_texts.append(cleaned_text)
@ -254,44 +392,65 @@ def get_invalid_file(file_path, output_folder, common_header, begin_page):
return "", 0
def extract_pages_generic(pdf_document, begin_pattern, end_pattern, begin_page, common_header, exclusion_pattern=None,
def extract_pages_generic(pdf_path, begin_pattern, end_pattern, begin_page, common_header, exclusion_pattern=None,
output_suffix="normal", invalid_endpage=-1):
start_page = None
end_page = None
flag = True
# 确定遍历范围
total_pages = len(pdf_document.pages)
try:
# 尝试使用 PyPDF2 读取 PDF
pdf_document = PdfReader(pdf_path)
total_pages = len(pdf_document.pages)
get_text = create_get_text_function('pypdf2', pdf_document)
# print("使用 PyPDF2 成功读取 PDF 文件。")
except Exception as e_pypdf2:
print(f"extract_pages_generic:使用 PyPDF2 读取 PDF 失败: {e_pypdf2}")
try:
# 如果 PyPDF2 失败,尝试使用 PyMuPDF 读取 PDF
pdf_document = fitz.open(pdf_path)
total_pages = pdf_document.page_count
get_text = create_get_text_function('fitz', pdf_document)
# print("使用 PyMuPDF 成功读取 PDF 文件。")
except Exception as e_fitz:
print(f"使用 PyMuPDF 读取 PDF 也失败: {e_fitz}")
return None, None # 或者根据需求抛出异常
end_limit = total_pages if invalid_endpage == -1 else min(invalid_endpage, total_pages)
for i, page in enumerate(pdf_document.pages[begin_page:end_limit], start=begin_page):
text = page.extract_text() or ""
cleaned_text = clean_page_content(text, common_header)
if output_suffix == "tobidders_notice2": #extract_pages_twice_tobidders_notice会调用该代码
catalog_pattern = regex.compile(r'\s*目\s*录\s*$', regex.MULTILINE)
if exclusion_pattern and flag and (start_page is not None) and regex.search(exclusion_pattern,cleaned_text):
flag = False
continue
if begin_page == 0 and catalog_pattern.search(cleaned_text):
continue # 如果存在目录,跳过当前页面
else:
# 一般投标文件的编制、组成在'投标人须知前附表/正文'中需要防止begin_pattern匹配到这部分内容所以在start_page is None的时候使用该exclusion_pattern
if exclusion_pattern and flag and (start_page is None) and regex.search(exclusion_pattern, cleaned_text):
flag = False
continue
if start_page is None and regex.search(begin_pattern, cleaned_text):
if (output_suffix == "notice" and i >= begin_page) or (output_suffix != "notice" and i > begin_page):
start_page = i
continue
if start_page is not None:
if output_suffix in ["tobidders_notice", "notice", "tobidders_notice2"]: # 使用列表判断多个匹配项
# 判断 end_pattern 是否匹配且当前页大于起始页
if regex.search(end_pattern, cleaned_text) and i > start_page:
end_page = i
break
for i in range(begin_page, end_limit):
try:
text = get_text(i)
except Exception as e_extract:
print(f"提取第 {i} 页文本时出错: {e_extract}")
continue # 跳过出错的页面
if text:
cleaned_text = clean_page_content(text, common_header)
if output_suffix == "tobidders_notice2": #extract_pages_twice_tobidders_notice会调用该代码
catalog_pattern = regex.compile(r'\s*目\s*录\s*$', regex.MULTILINE)
if exclusion_pattern and flag and (start_page is not None) and regex.search(exclusion_pattern,cleaned_text):
flag = False
continue
if begin_page == 0 and catalog_pattern.search(cleaned_text):
continue # 如果存在目录,跳过当前页面
else:
# 如果 end_pattern 匹配且 begin_pattern 不匹配
if regex.search(end_pattern, cleaned_text) and not regex.search(begin_pattern, cleaned_text):
end_page = i
break
# 一般投标文件的编制、组成在'投标人须知前附表/正文'中需要防止begin_pattern匹配到这部分内容所以在start_page is None的时候使用该exclusion_pattern
if exclusion_pattern and flag and (start_page is None) and regex.search(exclusion_pattern, cleaned_text):
flag = False
continue
if start_page is None and regex.search(begin_pattern, cleaned_text):
if (output_suffix == "notice" and i >= begin_page) or (output_suffix != "notice" and i > begin_page):
start_page = i
continue
if start_page is not None:
if output_suffix in ["tobidders_notice", "notice", "tobidders_notice2"]: # 使用列表判断多个匹配项
# 判断 end_pattern 是否匹配且当前页大于起始页
if regex.search(end_pattern, cleaned_text) and i > start_page:
end_page = i
break
else:
# 如果 end_pattern 匹配且 begin_pattern 不匹配
if regex.search(end_pattern, cleaned_text) and not regex.search(begin_pattern, cleaned_text):
end_page = i
break
return start_page, end_page
@ -309,7 +468,7 @@ def generate_mid_pattern(chapter_type=None):
# 定义基础的 mid_pattern
base_mid_pattern = (
r'^\s*(?:[(]\s*[一二12]?\s*[)]\s*[、..]*|'
r'[一二12][、..]+|[、..]+)\s*(说\s*明|总\s*则|名\s*词\s*解\s*释)|'
r'[一二12][、..]+|[、..]+)\s*(说\s*明|总\s*则|名\s*词\s*解\s*释|定\s*义)|'
r'(?<!对应\s*)(?<!根据\s*)(?<!按照\s*)(?<!见\s*)(?<!与\s*)(?<!同\s*)(?<!"\s*)(?<!“\s*)(?<!”\s*)(?:投标人?|磋商|谈判|供应商|应答人).*须知正文\s*$'
)
@ -379,9 +538,7 @@ def extract_pages_tobidders_notice(pdf_path, output_folder, begin_page, common_h
"""
exclusion_pattern = regex.compile(
r'(文件的构成|文件的组成|文件组成|文件构成|文件的编制|文件编制)\s*$', regex.MULTILINE)
pdf_document = PdfReader(pdf_path)
def run_extraction(begin_pattern, extraction_stage='first'):
def run_extraction(pdf_document,begin_pattern, extraction_stage='first'):
"""
使用提供的 begin_pattern 运行提取过程
根据 extraction_stage 判断是第一次提取还是第三次提取
@ -401,12 +558,18 @@ def extract_pages_tobidders_notice(pdf_path, output_folder, begin_page, common_h
end_page = None
combined_mid_pattern = None # 中间页的组合模式
catalog_pattern = regex.compile(r'\s*目\s*录\s*$', regex.MULTILINE)
total_pages = len(pdf_document.pages)
total_pages = len(pdf_document.pages) if isinstance(pdf_document, PdfReader) else pdf_document.page_count
end_limit = total_pages if invalid_endpage == -1 else min(invalid_endpage, total_pages)
# ===== 遍历每一页,执行提取逻辑 =====
for i, page in enumerate(pdf_document.pages[:end_limit]):
text = page.extract_text() or ""
cleaned_text = clean_page_content(text, common_header)
for i in range(end_limit):
try:
text = pdf_document.pages[i].extract_text() if isinstance(pdf_document,
PdfReader) else pdf_document.load_page(i).get_text()
text = text or ""
cleaned_text = clean_page_content(text, common_header)
except Exception as e:
print(f"提取第 {i} 页文本时出错: {e}")
continue
# 如果已经找到中间页,且当前页匹配排除模式,则跳过
if exclusion_pattern and mid_page is not None and regex.search(exclusion_pattern, cleaned_text):
@ -462,19 +625,32 @@ def extract_pages_tobidders_notice(pdf_path, output_folder, begin_page, common_h
path2 = path1
return path1, path2
try:
pdf_document = PdfReader(pdf_path)
total_pages = len(pdf_document.pages)
except Exception as e_pypdf2:
print(f"extract_pages_tobidders_notice:使用 PyPDF2 读取 PDF 失败: {e_pypdf2}")
try:
pdf_document = fitz.open(pdf_path)
total_pages = pdf_document.page_count
# print("使用 PyMuPDF 成功读取 PDF 文件。")
except Exception as e_fitz:
print(f"使用 PyMuPDF 读取 PDF 也失败: {e_fitz}")
return "", "" # 或者根据需求抛出异常
# 第一次提取尝试,使用初始的 begin_pattern
begin_pattern = regex.compile(
r'^第[一二三四五六七八九十百千]+(?:章|部分).*(?:投标人?|磋商|谈判|供应商|应答人|比选申请人).*须知+|'
r'(?<!对应\s*)(?<!根据\s*)(?<!按照\s*)(?<!见\s*)(?<!与\s*)(?<!同\s*)(?<!"\s*)(?<!“\s*)(?<!”\s*)(?:投标人?|磋商|谈判|供应商|应答人|比选申请人).*须知前附表\s*$',
regex.MULTILINE
)
start_page, mid_page, end_page = run_extraction(begin_pattern, extraction_stage='first')
start_page, mid_page, end_page = run_extraction(pdf_document,begin_pattern, extraction_stage='first')
# 如果第一次提取成功,保存并返回路径
if start_page is not None and mid_page is not None and end_page is not None:
return perform_extraction_and_save(start_page, mid_page, end_page)
print(f"第一次提取tobidders_notice失败尝试第二次提取: {pdf_path}")
start_page1, end_page1, start_page2, end_page2 = extract_pages_twice_tobidders_notice(pdf_document, common_header, begin_page)
start_page1, end_page1, start_page2, end_page2 = extract_pages_twice_tobidders_notice(pdf_path, common_header, begin_page)
if start_page1 is not None and end_page1 is not None and start_page2 is not None and end_page2 is not None:
if end_page1==start_page2:
@ -500,7 +676,8 @@ def extract_pages_tobidders_notice(pdf_path, output_folder, begin_page, common_h
return "", ""
def extract_pages_twice_tobidders_notice(pdf_document, common_header, begin_page):
def extract_pages_twice_tobidders_notice(pdf_path, common_header, begin_page):
pdf_document=PdfReader(pdf_path)
# 投标须知前附表占一章、投标须知正文占一章
output_suffix = "tobidders_notice"
begin_pattern = regex.compile(
@ -517,7 +694,7 @@ def extract_pages_twice_tobidders_notice(pdf_document, common_header, begin_page
r'(文件的构成|文件的组成|文件组成|文件构成|文件的编制|文件编制)\s*$', regex.MULTILINE)
# 提取第一部分
start_page1, end_page1 = extract_pages_generic(pdf_document, begin_pattern, end_pattern, begin_page, common_header,
start_page1, end_page1 = extract_pages_generic(pdf_path, begin_pattern, end_pattern, begin_page, common_header,
exclusion_pattern, output_suffix)
if start_page1 is None or end_page1 is None:
return None, None, None,None
@ -540,7 +717,7 @@ def extract_pages_twice_tobidders_notice(pdf_document, common_header, begin_page
# 如果不包含排除关键词,继续提取第二部分
output_suffix='tobidders_notice2'
begin_page=end_page1-1 #传入start_page2-1是因为非notice截取->start_page>begin_page
start_page2, end_page2 = extract_pages_generic(pdf_document, second_begin_pattern, end_pattern, begin_page, common_header,
start_page2, end_page2 = extract_pages_generic(pdf_path, second_begin_pattern, end_pattern, begin_page, common_header,
exclusion_pattern, output_suffix)
if start_page2 is None or end_page2 is None:
@ -563,8 +740,7 @@ def get_notice(pdf_path, output_folder, begin_page, common_header,invalid_endpag
exclusion_pattern = regex.compile(
r'(文件的构成|文件的组成|文件组成|文件构成|文件的编制|文件编制)\s*$', regex.MULTILINE)
output_suffix = 'notice'
pdf_document = PdfReader(pdf_path)
start_page, end_page = extract_pages_generic(pdf_document, begin_pattern, end_pattern, begin_page, common_header,
start_page, end_page = extract_pages_generic(pdf_path, begin_pattern, end_pattern, begin_page, common_header,
exclusion_pattern, output_suffix, invalid_endpage)
if start_page is None or end_page is None:
print(f"{output_suffix} 未找到起始或结束页在文件 {pdf_path} 中!")

View File

@ -338,7 +338,32 @@ def get_requirements_with_gpt(merged_baseinfo_path, selection):
return parsed
except Exception as e:
return {"error": "调用大模型失败"}
def check_consecutive_chinese_numerals(data_dict):
"""
检查字典的键名中是否存在连续三个中文数字键名此时通常视为clause1提取失败,直接调用大模型更可靠
返回:
bool: 如果存在连续三个中文数字键名返回 False否则返回 True
"""
# 定义中文数字集合
chinese_numerals = {"", "", "", "", "", "", "", "", "", "", "十一", "十二", "十三"}
# 获取字典的键列表,保持插入顺序
keys = list(data_dict.keys())
# 初始化计数器
count = 0
# 遍历所有键名
for key in keys:
if key in chinese_numerals:
count += 1
if count >= 3:
print("有三个及以上连续中文数字!")
return False
else:
count = 0 # 重置计数器
return True # 没有找到连续三个中文数字键名
# 读取JSON数据提取内容转换结构并打印结果
def extract_from_notice(merged_baseinfo_path, clause_path, type):
"""
@ -377,7 +402,7 @@ def extract_from_notice(merged_baseinfo_path, clause_path, type):
if clause_path and clause_path.strip():
with open(clause_path, 'r', encoding='utf-8') as file:
data = json.load(file)
if len(data) >= 60: #默认clause中少于60条视为json提取失败
if len(data) >= 60 and check_consecutive_chinese_numerals(data): #默认clause中少于60条视为json提取失败
# 尝试使用大章节筛选
extracted_data = extract_between_sections(data, target_values,flag)
if extracted_data:
@ -406,7 +431,7 @@ def extract_from_notice(merged_baseinfo_path, clause_path, type):
if __name__ == "__main__":
# file_path = 'C:\\Users\\Administrator\\Desktop\\fsdownload\\3bffaa84-2434-4bd0-a8ee-5c234ccd7fa0\\clause1.json'
merged_baseinfo_path=r"C:\Users\Administrator\Desktop\fsdownload\b29de31a-297e-42cf-b9ba-6859e530a472\ztbfile_merged_baseinfo.pdf"
clause_path=r"C:\Users\Administrator\Desktop\fsdownload\ec7d5328-9c57-450f-baf4-2e5a6f90ed1d\tmp\clause1.json"
clause_path=r"D:\flask_project\flask_app\static\output\output1\ce679bd7-a17a-4a95-bfc9-3801bd4a86e4\tmp\clause1.json"
try:
res = extract_from_notice(merged_baseinfo_path,clause_path, 1) # 可以改变此处的 type 参数测试不同的场景
res2 = json.dumps(res, ensure_ascii=False, indent=4)

View File

@ -481,11 +481,11 @@ def convert_clause_to_json(file_path, output_folder, type=1):
if __name__ == "__main__":
file_path = r'C:\Users\Administrator\Desktop\货物标\zbfiles\output4444\唐山市公安交通警察支队机动车查验机构视频存储回放系统竞争性谈判-招标文件正文(1)_tobidders_notice_part1.pdf'
file_path = r'D:\flask_project\flask_app\static\output\output1\ce679bd7-a17a-4a95-bfc9-3801bd4a86e4\tmp\ztbfile_tobidders_notice_part2.pdf'
# file_path=r'C:\Users\Administrator\Desktop\招标文件-采购类\all\2024-陕西-陕西省某单位2024年执勤化妆服采购项目_tobidders_notice_part2.pdf'
# file_path=r'C:\Users\Administrator\Desktop\货物标\output4\磋商文件_tobidders_notice_part2.pdf'
# file_path = 'C:\\Users\\Administrator\\Desktop\\货物标\\output4\\6.2定版视频会议磋商文件_tobidders_notice_part2.pdf'
output_folder = r'C:\Users\Administrator\Desktop\货物标\zbfiles\output4444'
output_folder = r'D:\flask_project\flask_app\static\output\output1\ce679bd7-a17a-4a95-bfc9-3801bd4a86e4\tmp'
try:
output_path = convert_clause_to_json(file_path, output_folder)
print(f"Final JSON result saved to: {output_path}")

View File

@ -117,7 +117,7 @@ def save_extracted_text_to_txt(pdf_path, txt_path):
if __name__ == '__main__':
# file_path='D:\\flask_project\\flask_app\\static\\output\\output1\\648e094b-e677-47ce-9073-09e0c82af210\\ztbfile_tobidders_notice_part2.pdf'
pdf_path=r"D:\flask_project\flask_app\static\output\output1\032c44dc-230c-4757-9160-c99f2eaac790\ztbfile_invalid.pdf"
pdf_path=r"D:\flask_project\flask_app\static\output\output1\139ecc93-bc85-4007-a4c5-1fb158a88719\ztbfile.pdf"
# file_path = r"C:\Users\Administrator\Desktop\招标文件\招标test文件夹\zbtest8.pdf"
# file_path = 'C:\\Users\\Administrator\\Desktop\\货物标\\截取test\\交警支队机动车查验监管系统项目采购_tobidders_notice_part1.pdf'
# file_path = "C:\\Users\\Administrator\\Desktop\\招标文件\\招标test文件夹\\zbtest8.pdf"

View File

@ -1,4 +1,5 @@
# flask_app/工程标/截取pdf工程标版.py
import fitz
import regex
import os
import time
@ -11,10 +12,9 @@ from flask_app.general.通用功能函数 import get_global_logger
def extract_pages(pdf_path, output_folder, begin_pattern, begin_page, end_pattern, common_header,output_suffix,invalid_endpage=-1):
try:
pdf_document = PdfReader(pdf_path)
exclusion_pattern = regex.compile(
r'(文件的构成|文件的组成|文件组成|文件构成|文件的编制|文件编制)\s*$', regex.MULTILINE)
start_page, end_page = extract_pages_generic(pdf_document, begin_pattern, end_pattern, begin_page,
start_page, end_page = extract_pages_generic(pdf_path, begin_pattern, end_pattern, begin_page,
common_header, exclusion_pattern, output_suffix, invalid_endpage)
if start_page is not None and end_page is not None:
return save_extracted_pages(pdf_path, output_folder, start_page, end_page, output_suffix, common_header)
@ -30,7 +30,21 @@ def extract_pages_twice(pdf_path, output_folder, output_suffix, common_header, l
此函数将在所有模式对都失败后调用
"""
try:
pdf_document = PdfReader(pdf_path)
try:
pdf_document = PdfReader(pdf_path)
is_pypdf2 = True
total_pages = len(pdf_document.pages)
# print("使用 PyPDF2 成功读取 PDF 文件。")
except Exception as e_pypdf2:
print(f"extract_pages_twice:使用 PyPDF2 读取 PDF 失败: {e_pypdf2}")
try:
pdf_document = fitz.open(pdf_path)
is_pypdf2 = False
total_pages = pdf_document.page_count
# print("使用 PyMuPDF 成功读取 PDF 文件。")
except Exception as e_fitz:
print(f"使用 PyMuPDF 读取 PDF 也失败: {e_fitz}")
return ""
if output_suffix == "qualification":
print("最后一次尝试获取qualification!")
# 动态设置 include_keys
@ -49,9 +63,18 @@ def extract_pages_twice(pdf_path, output_folder, output_suffix, common_header, l
)
start_page = None
end_page = None
def get_text(page_num):
try:
if is_pypdf2:
return pdf_document.pages[page_num].extract_text() or ""
else:
return pdf_document.load_page(page_num).get_text() or ""
except Exception as e:
print(f"提取第 {page_num} 页文本时出错: {e}")
return ""
# 从指定的开始页开始遍历
for i, page in enumerate(pdf_document.pages[last_begin_index:], start=last_begin_index):
text = page.extract_text()
for i in range(last_begin_index, total_pages):
text = get_text(i)
if text:
cleaned_text = clean_page_content(text, common_header)
# 确定起始页需在last_begin_index之后

View File

@ -1,18 +1,17 @@
import fitz
from PyPDF2 import PdfReader, PdfWriter
import regex # 导入正则表达式库
import os # 用于文件和文件夹操作
from flask_app.general.clean_pdf import clean_page_content, extract_common_header
from flask_app.general.clean_pdf import clean_page_content
from flask_app.general.merge_pdfs import merge_and_cleanup
from flask_app.general.截取pdf通用函数 import get_start_and_common_header, save_extracted_pages, is_pdf_or_doc, \
convert_to_pdf, get_invalid_file, extract_pages_tobidders_notice, extract_pages_generic, get_notice
from flask_app.general.截取pdf通用函数 import get_start_and_common_header, save_extracted_pages, is_pdf_or_doc, get_invalid_file, extract_pages_tobidders_notice, extract_pages_generic, get_notice
from flask_app.general.通用功能函数 import get_global_logger
def extract_pages(pdf_path, output_folder, begin_pattern, begin_page, end_pattern, common_header,output_suffix,logger,invalid_endpage=-1):
try:
pdf_document = PdfReader(pdf_path)
exclusion_pattern = regex.compile(
r'(文件的构成|文件的组成|文件组成|文件构成|文件的编制|文件编制)\s*$', regex.MULTILINE)
start_page, end_page = extract_pages_generic(pdf_document, begin_pattern, end_pattern, begin_page,
start_page, end_page = extract_pages_generic(pdf_path, begin_pattern, end_pattern, begin_page,
common_header, exclusion_pattern, output_suffix,invalid_endpage)
if start_page is None or end_page is None:
print(f"first: {output_suffix} 未找到起始或结束页在文件 {pdf_path} 中!尝试备用提取策略。")
@ -64,7 +63,8 @@ def get_patterns_for_notice():
)
return begin_pattern, end_pattern
def extract_pages_qualification(pdf_document, begin_page, common_header):
def extract_pages_qualification(pdf_path, begin_page, common_header):
pdf_document = PdfReader(pdf_path)
# 开始匹配模式,仅匹配“附录”、“附件”或“附表”
begin_pattern = regex.compile(
r'^(?:附录(?:一|1)?[:]?|附件(?:一|1)?[:]?|附表(?:一|1)?[:]?)(?!的)',
@ -73,7 +73,7 @@ def extract_pages_qualification(pdf_document, begin_page, common_header):
# 优先匹配模式,匹配以“资格性检查”、“资格审查”或“符合性审查”开头
priority_pattern = regex.compile(
r'^((资格|符合|资格性|符合性)(?:、(资格|符合|资格性|符合性))*)?(检查|审查)(?:表|比对表|对照表)?$',
r'^((资格|符合|资格性|符合性)(?:、(资格|符合|资格性|符合性))*)?(检查|审查)(?:表|比对表|对照表)?\s*$',
regex.MULTILINE
)
@ -94,12 +94,32 @@ def extract_pages_qualification(pdf_document, begin_page, common_header):
include_keywords = ["资格审查", "资质审查", "符合性审查","资格性审查", "符合性检查","资格性检查", "资格检查"]
exclude_keywords = ["声明函", "承诺函"]
try:
# 尝试使用 PyPDF2 读取 PDF
pdf_document = PdfReader(pdf_path)
total_pages = len(pdf_document.pages)
get_text = lambda page: page.extract_text()
# print("使用 PyPDF2 成功读取 PDF 文件。")
except Exception as e_pypdf2:
print(f"extract_pages_qualification:使用 PyPDF2 读取 PDF 失败: {e_pypdf2}")
try:
# 如果 PyPDF2 失败,尝试使用 PyMuPDF 读取 PDF
pdf_document = fitz.open(pdf_path)
total_pages = pdf_document.page_count
get_text = lambda page: pdf_document.load_page(page).get_text()
# print("使用 PyMuPDF 成功读取 PDF 文件。")
except Exception as e_fitz:
print(f"使用 PyMuPDF 读取 PDF 也失败: {e_fitz}")
return None, None # 或者根据需求抛出异常
# 从指定的开始页开始遍历
for i, page in enumerate(pdf_document.pages[begin_page:], start=begin_page):
text = page.extract_text()
for i in range(begin_page, total_pages):
try:
text = get_text(i)
except Exception as e_extract:
print(f"提取第 {i} 页文本时出错: {e_extract}")
continue # 跳过出错的页面
if text:
cleaned_text = clean_page_content(text, common_header)
# 优先检查是否匹配优先模式
priority_match = priority_pattern.search(cleaned_text)
if priority_match and start_page is None:
@ -142,7 +162,6 @@ def extract_pages_twice(pdf_path, output_folder, output_suffix, common_header, b
try:
exclusion_pattern = regex.compile(
r'(文件的构成|文件的组成|文件组成|文件构成|文件的编制|文件编制)\s*$', regex.MULTILINE)
pdf_document = PdfReader(pdf_path)
patterns = None
start_page = None
end_page = None
@ -154,10 +173,10 @@ def extract_pages_twice(pdf_path, output_folder, output_suffix, common_header, b
elif output_suffix == "notice":
patterns = [get_patterns_for_notice()]
elif output_suffix == "qualification1":
start_page, end_page = extract_pages_qualification(pdf_document, begin_page, common_header)
start_page, end_page = extract_pages_qualification(pdf_path, begin_page, common_header)
if patterns:
for pattern_pair in patterns:
start_page, end_page = extract_pages_generic(pdf_document, pattern_pair[0], pattern_pair[1], begin_page,
start_page, end_page = extract_pages_generic(pdf_path, pattern_pair[0], pattern_pair[1], begin_page,
common_header, exclusion_pattern, output_suffix)
if start_page is not None and end_page is not None:
break
@ -315,11 +334,11 @@ if __name__ == "__main__":
logger = get_global_logger("123")
# input_path = r"C:\Users\Administrator\Desktop\new招标文件\货物标"
# pdf_path = r"C:\Users\Administrator\Desktop\招标文件-采购类\2024-贵州-贵州医科大学附属医院导视系统零星制作安装项目.pdf"
pdf_path=r"C:\Users\Administrator\Desktop\货物标\zbfiles\唐山市公安交通警察支队机动车查验机构视频存储回放系统竞争性谈判-招标文件正文(1).pdf"
pdf_path=r"D:\flask_project\flask_app\static\output\output1\139ecc93-bc85-4007-a4c5-1fb158a88719\ztbfile.pdf"
# input_path = r"C:\Users\Administrator\Desktop\货物标\zbfiles\2-招标文件(广水市教育局封闭管理).pdf"
# pdf_path=r"C:\Users\Administrator\Desktop\文件解析问题\文件解析问题\1414cb9c-7bf4-401c-8761-2acde151b9c2\ztbfile.pdf"
output_folder = r"C:\Users\Administrator\Desktop\货物标\zbfiles\output4444"
output_folder = r"D:\flask_project\flask_app\static\output\output1\139ecc93-bc85-4007-a4c5-1fb158a88719"
# output_folder = r"C:\Users\Administrator\Desktop\new招标文件\output2"
selection = 4 # 例如1 - 公告, 2 - 评标办法, 3 - 资格审查后缀有qualification1或qualification2与评标办法一致 4.投标人须知前附表part1 投标人须知正文part2 5-采购需求 6-invalid_path
selection = 3 # 例如1 - 公告, 2 - 评标办法, 3 - 资格审查后缀有qualification1或qualification2与评标办法一致 4.投标人须知前附表part1 投标人须知正文part2 5-采购需求 6-invalid_path
generated_files = truncate_pdf_main_goods(pdf_path, output_folder, selection,logger)
print(generated_files)