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@@ -1,9 +1,9 @@
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import fitz
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import numpy as np
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from loguru import logger
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-# import re
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-# from io import BytesIO
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-# from pdfminer.high_level import extract_text
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+import re
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+from io import BytesIO
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+from pdfminer.high_level import extract_text
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def calculate_sample_count(total_page: int):
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@@ -33,33 +33,33 @@ def extract_pages(src_pdf_bytes: bytes) -> fitz.Document:
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return sample_docs
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-# def detect_invalid_chars(src_pdf_bytes: bytes) -> bool:
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-# """"
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-# 检测PDF中是否包含非法字符
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-# """
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-# '''pdfminer比较慢,需要先随机抽取10页左右的sample'''
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-# sample_docs = extract_pages(src_pdf_bytes)
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-# sample_pdf_bytes = sample_docs.tobytes()
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-# sample_pdf_file_like_object = BytesIO(sample_pdf_bytes)
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-# text = extract_text(sample_pdf_file_like_object)
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-# text = text.replace("\n", "")
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-# # logger.info(text)
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-# '''乱码文本用pdfminer提取出来的文本特征是(cid:xxx)'''
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-# cid_pattern = re.compile(r'\(cid:\d+\)')
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-# matches = cid_pattern.findall(text)
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-# cid_count = len(matches)
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-# cid_len = sum(len(match) for match in matches)
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-# text_len = len(text)
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-# if text_len == 0:
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-# cid_chars_radio = 0
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-# else:
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-# cid_chars_radio = cid_count/(cid_count + text_len - cid_len)
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-# logger.info(f"cid_count: {cid_count}, text_len: {text_len}, cid_chars_radio: {cid_chars_radio}")
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-# '''当一篇文章存在5%以上的文本是乱码时,认为该文档为乱码文档'''
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-# if cid_chars_radio > 0.05:
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-# return False # 乱码文档
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-# else:
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-# return True # 正常文档
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+def detect_invalid_chars(src_pdf_bytes: bytes) -> bool:
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+ """"
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+ 检测PDF中是否包含非法字符
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+ """
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+ '''pdfminer比较慢,需要先随机抽取10页左右的sample'''
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+ sample_docs = extract_pages(src_pdf_bytes)
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+ sample_pdf_bytes = sample_docs.tobytes()
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+ sample_pdf_file_like_object = BytesIO(sample_pdf_bytes)
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+ text = extract_text(sample_pdf_file_like_object)
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+ text = text.replace("\n", "")
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+ # logger.info(text)
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+ '''乱码文本用pdfminer提取出来的文本特征是(cid:xxx)'''
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+ cid_pattern = re.compile(r'\(cid:\d+\)')
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+ matches = cid_pattern.findall(text)
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+ cid_count = len(matches)
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+ cid_len = sum(len(match) for match in matches)
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+ text_len = len(text)
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+ if text_len == 0:
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+ cid_chars_radio = 0
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+ else:
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+ cid_chars_radio = cid_count/(cid_count + text_len - cid_len)
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+ logger.info(f"cid_count: {cid_count}, text_len: {text_len}, cid_chars_radio: {cid_chars_radio}")
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+ '''当一篇文章存在5%以上的文本是乱码时,认为该文档为乱码文档'''
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+ if cid_chars_radio > 0.05:
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+ return False # 乱码文档
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+ else:
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+ return True # 正常文档
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def count_replacement_characters(text: str) -> int:
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