ocr_demo.py 3.6 KB

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  1. import json
  2. import os
  3. from loguru import logger
  4. from pathlib import Path
  5. from app.common.s3 import get_s3_config
  6. from demo.demo_test import get_json_from_local_or_s3
  7. from magic_pdf.dict2md.ocr_mkcontent import (
  8. ocr_mk_mm_markdown_with_para,
  9. ocr_mk_nlp_markdown,
  10. ocr_mk_mm_markdown,
  11. ocr_mk_mm_standard_format,
  12. ocr_mk_mm_markdown_with_para_and_pagination,
  13. make_standard_format_with_para
  14. )
  15. from magic_pdf.libs.commons import join_path
  16. from magic_pdf.pdf_parse_by_ocr import parse_pdf_by_ocr
  17. def save_markdown(markdown_text, input_filepath):
  18. # 获取输入文件的目录
  19. directory = os.path.dirname(input_filepath)
  20. # 获取输入文件的文件名(不带扩展名)
  21. base_name = os.path.basename(input_filepath)
  22. file_name_without_ext = os.path.splitext(base_name)[0]
  23. # 定义输出文件的路径
  24. output_filepath = os.path.join(directory, f"{file_name_without_ext}.md")
  25. # 将Markdown文本写入.md文件
  26. with open(output_filepath, 'w', encoding='utf-8') as file:
  27. file.write(markdown_text)
  28. def read_json_file(file_path):
  29. with open(file_path, 'r') as f:
  30. data = json.load(f)
  31. return data
  32. def ocr_local_parse(ocr_pdf_path, ocr_json_file_path):
  33. try:
  34. ocr_pdf_model_info = read_json_file(ocr_json_file_path)
  35. pth = Path(ocr_json_file_path)
  36. book_name = pth.name
  37. ocr_parse_core(book_name, ocr_pdf_path, ocr_pdf_model_info)
  38. except Exception as e:
  39. logger.exception(e)
  40. def ocr_online_parse(book_name, start_page_id=0, debug_mode=True):
  41. try:
  42. json_object = get_json_from_local_or_s3(book_name)
  43. # logger.info(json_object)
  44. s3_pdf_path = json_object["file_location"]
  45. s3_config = get_s3_config(s3_pdf_path)
  46. ocr_pdf_model_info = json_object.get("doc_layout_result")
  47. ocr_parse_core(book_name, s3_pdf_path, ocr_pdf_model_info, s3_config=s3_config)
  48. except Exception as e:
  49. logger.exception(e)
  50. def ocr_parse_core(book_name, ocr_pdf_path, ocr_pdf_model_info, start_page_id=0, s3_config=None):
  51. save_tmp_path = os.path.join(os.path.dirname(__file__), "../..", "tmp", "unittest")
  52. save_path = join_path(save_tmp_path, "md")
  53. save_path_with_bookname = os.path.join(save_path, book_name)
  54. text_content_save_path = f"{save_path_with_bookname}/book.md"
  55. pdf_info_dict = parse_pdf_by_ocr(
  56. ocr_pdf_path,
  57. s3_config,
  58. ocr_pdf_model_info,
  59. save_path,
  60. book_name,
  61. debug_mode=True)
  62. parent_dir = os.path.dirname(text_content_save_path)
  63. if not os.path.exists(parent_dir):
  64. os.makedirs(parent_dir)
  65. # markdown_content = mk_nlp_markdown(pdf_info_dict)
  66. markdown_content = ocr_mk_mm_markdown_with_para(pdf_info_dict)
  67. # markdown_pagination = ocr_mk_mm_markdown_with_para_and_pagination(pdf_info_dict)
  68. with open(text_content_save_path, "w", encoding="utf-8") as f:
  69. f.write(markdown_content)
  70. standard_format = make_standard_format_with_para(pdf_info_dict)
  71. standard_format_save_path = f"{save_path_with_bookname}/standard_format.txt"
  72. with open(standard_format_save_path, "w", encoding="utf-8") as f:
  73. # 将standard_format dump成json文本并保存
  74. f.write(json.dumps(standard_format, ensure_ascii=False))
  75. if __name__ == '__main__':
  76. pdf_path = r"/home/cxu/workspace/Magic-PDF/ocr_demo/j.1540-627x.2006.00176.x.pdf"
  77. json_file_path = r"/home/cxu/workspace/Magic-PDF/ocr_demo/j.1540-627x.2006.00176.x.json"
  78. # ocr_local_parse(pdf_path, json_file_path)
  79. book_name = "科数网/edu_00011318"
  80. ocr_online_parse(book_name)
  81. pass