spark_api.py 2.3 KB

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  1. """
  2. 用户输入:
  3. model数组,每个元素代表一个页面
  4. pdf在s3的路径
  5. 截图保存的s3位置
  6. 然后:
  7. 1)根据s3路径,调用spark集群的api,拿到ak,sk,endpoint,构造出s3PDFReader
  8. 2)根据用户输入的s3地址,调用spark集群的api,拿到ak,sk,endpoint,构造出s3ImageWriter
  9. 其余部分至于构造s3cli, 获取ak,sk都在code-clean里写代码完成。不要反向依赖!!!
  10. """
  11. from loguru import logger
  12. from magic_pdf.io import AbsReaderWriter
  13. from magic_pdf.pdf_parse_by_ocr import parse_pdf_by_ocr
  14. from magic_pdf.pdf_parse_by_txt import parse_pdf_by_txt
  15. def parse_txt_pdf(pdf_bytes:bytes, pdf_models:list, imageWriter: AbsReaderWriter, is_debug=False, start_page=0, *args, **kwargs):
  16. """
  17. 解析文本类pdf
  18. """
  19. pdf_info_dict = parse_pdf_by_txt(
  20. pdf_bytes,
  21. pdf_models,
  22. imageWriter,
  23. start_page_id=start_page,
  24. debug_mode=is_debug,
  25. )
  26. return pdf_info_dict
  27. def parse_ocr_pdf(pdf_bytes:bytes, pdf_models:list, imageWriter: AbsReaderWriter, is_debug=False, start_page=0, *args, **kwargs):
  28. """
  29. 解析ocr类pdf
  30. """
  31. pdf_info_dict = parse_pdf_by_ocr(
  32. pdf_bytes,
  33. pdf_models,
  34. imageWriter,
  35. start_page_id=start_page,
  36. debug_mode=is_debug,
  37. )
  38. return pdf_info_dict
  39. def parse_union_pdf(pdf_bytes:bytes, pdf_models:list, imageWriter: AbsReaderWriter, is_debug=False, start_page=0, *args, **kwargs):
  40. """
  41. ocr和文本混合的pdf,全部解析出来
  42. """
  43. def parse_pdf(method):
  44. try:
  45. return method(
  46. pdf_bytes,
  47. pdf_models,
  48. imageWriter,
  49. start_page_id=start_page,
  50. debug_mode=is_debug,
  51. )
  52. except Exception as e:
  53. logger.error(f"{method.__name__} error: {e}")
  54. return None
  55. pdf_info_dict = parse_pdf(parse_pdf_by_txt)
  56. if pdf_info_dict is None or pdf_info_dict.get("need_drop", False):
  57. logger.warning(f"parse_pdf_by_txt drop or error, switch to parse_pdf_by_ocr")
  58. pdf_info_dict = parse_pdf(parse_pdf_by_ocr)
  59. if pdf_info_dict is None:
  60. raise Exception("Both parse_pdf_by_txt and parse_pdf_by_ocr failed.")
  61. return pdf_info_dict
  62. def spark_json_extractor(jso:dict):
  63. pass