user_api.py 2.6 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.rw import AbsReaderWriter
  13. from magic_pdf.pdf_parse_by_ocr_v2 import parse_pdf_by_ocr
  14. from magic_pdf.pdf_parse_by_txt_v2 import parse_pdf_by_txt
  15. PARSE_TYPE_TXT = "txt"
  16. PARSE_TYPE_OCR = "ocr"
  17. def parse_txt_pdf(pdf_bytes: bytes, pdf_models: list, imageWriter: AbsReaderWriter, is_debug=False, start_page=0, *args,
  18. **kwargs):
  19. """
  20. 解析文本类pdf
  21. """
  22. pdf_info_dict = parse_pdf_by_txt(
  23. pdf_bytes,
  24. pdf_models,
  25. imageWriter,
  26. start_page_id=start_page,
  27. debug_mode=is_debug,
  28. )
  29. pdf_info_dict["_parse_type"] = PARSE_TYPE_TXT
  30. return pdf_info_dict
  31. def parse_ocr_pdf(pdf_bytes: bytes, pdf_models: list, imageWriter: AbsReaderWriter, is_debug=False, start_page=0, *args,
  32. **kwargs):
  33. """
  34. 解析ocr类pdf
  35. """
  36. pdf_info_dict = parse_pdf_by_ocr(
  37. pdf_bytes,
  38. pdf_models,
  39. imageWriter,
  40. start_page_id=start_page,
  41. debug_mode=is_debug,
  42. )
  43. pdf_info_dict["_parse_type"] = PARSE_TYPE_OCR
  44. return pdf_info_dict
  45. def parse_union_pdf(pdf_bytes: bytes, pdf_models: list, imageWriter: AbsReaderWriter, is_debug=False, start_page=0,
  46. *args, **kwargs):
  47. """
  48. ocr和文本混合的pdf,全部解析出来
  49. """
  50. def parse_pdf(method):
  51. try:
  52. return method(
  53. pdf_bytes,
  54. pdf_models,
  55. imageWriter,
  56. start_page_id=start_page,
  57. debug_mode=is_debug,
  58. )
  59. except Exception as e:
  60. logger.exception(e)
  61. return None
  62. pdf_info_dict = parse_pdf(parse_pdf_by_txt)
  63. if pdf_info_dict is None or pdf_info_dict.get("_need_drop", False):
  64. logger.warning(f"parse_pdf_by_txt drop or error, switch to parse_pdf_by_ocr")
  65. pdf_info_dict = parse_pdf(parse_pdf_by_ocr)
  66. if pdf_info_dict is None:
  67. raise Exception("Both parse_pdf_by_txt and parse_pdf_by_ocr failed.")
  68. else:
  69. pdf_info_dict["_parse_type"] = PARSE_TYPE_OCR
  70. else:
  71. pdf_info_dict["_parse_type"] = PARSE_TYPE_TXT
  72. return pdf_info_dict