user_api.py 3.8 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. import re
  12. from loguru import logger
  13. from magic_pdf.libs.version import __version__
  14. from magic_pdf.model.doc_analyze_by_custom_model import doc_analyze
  15. from magic_pdf.rw import AbsReaderWriter
  16. from magic_pdf.pdf_parse_by_ocr import parse_pdf_by_ocr
  17. from magic_pdf.pdf_parse_by_txt import parse_pdf_by_txt
  18. PARSE_TYPE_TXT = "txt"
  19. PARSE_TYPE_OCR = "ocr"
  20. def parse_txt_pdf(pdf_bytes: bytes, pdf_models: list, imageWriter: AbsReaderWriter, is_debug=False,
  21. start_page_id=0, end_page_id=None,
  22. *args, **kwargs):
  23. """
  24. 解析文本类pdf
  25. """
  26. pdf_info_dict = parse_pdf_by_txt(
  27. pdf_bytes,
  28. pdf_models,
  29. imageWriter,
  30. start_page_id=start_page_id,
  31. end_page_id=end_page_id,
  32. debug_mode=is_debug,
  33. )
  34. pdf_info_dict["_parse_type"] = PARSE_TYPE_TXT
  35. pdf_info_dict["_version_name"] = __version__
  36. return pdf_info_dict
  37. def parse_ocr_pdf(pdf_bytes: bytes, pdf_models: list, imageWriter: AbsReaderWriter, is_debug=False,
  38. start_page_id=0, end_page_id=None,
  39. *args, **kwargs):
  40. """
  41. 解析ocr类pdf
  42. """
  43. pdf_info_dict = parse_pdf_by_ocr(
  44. pdf_bytes,
  45. pdf_models,
  46. imageWriter,
  47. start_page_id=start_page_id,
  48. end_page_id=end_page_id,
  49. debug_mode=is_debug,
  50. )
  51. pdf_info_dict["_parse_type"] = PARSE_TYPE_OCR
  52. pdf_info_dict["_version_name"] = __version__
  53. return pdf_info_dict
  54. def parse_union_pdf(pdf_bytes: bytes, pdf_models: list, imageWriter: AbsReaderWriter, is_debug=False,
  55. input_model_is_empty: bool = False,
  56. <<<<<<< HEAD
  57. start_page_id=0, end_page_id=None, lang=None,
  58. =======
  59. start_page_id=0, end_page_id=None,
  60. >>>>>>> 0140d7d271ac3b1561ca2272030e9e038b469999
  61. *args, **kwargs):
  62. """
  63. ocr和文本混合的pdf,全部解析出来
  64. """
  65. def parse_pdf(method):
  66. try:
  67. return method(
  68. pdf_bytes,
  69. pdf_models,
  70. imageWriter,
  71. start_page_id=start_page_id,
  72. end_page_id=end_page_id,
  73. debug_mode=is_debug,
  74. )
  75. except Exception as e:
  76. logger.exception(e)
  77. return None
  78. pdf_info_dict = parse_pdf(parse_pdf_by_txt)
  79. if pdf_info_dict is None or pdf_info_dict.get("_need_drop", False):
  80. logger.warning(f"parse_pdf_by_txt drop or error, switch to parse_pdf_by_ocr")
  81. if input_model_is_empty:
  82. <<<<<<< HEAD
  83. pdf_models = doc_analyze(pdf_bytes,
  84. ocr=True,
  85. start_page_id=start_page_id,
  86. end_page_id=end_page_id,
  87. lang=lang)
  88. =======
  89. pdf_models = doc_analyze(pdf_bytes, ocr=True,
  90. start_page_id=start_page_id,
  91. end_page_id=end_page_id)
  92. >>>>>>> 0140d7d271ac3b1561ca2272030e9e038b469999
  93. pdf_info_dict = parse_pdf(parse_pdf_by_ocr)
  94. if pdf_info_dict is None:
  95. raise Exception("Both parse_pdf_by_txt and parse_pdf_by_ocr failed.")
  96. else:
  97. pdf_info_dict["_parse_type"] = PARSE_TYPE_OCR
  98. else:
  99. pdf_info_dict["_parse_type"] = PARSE_TYPE_TXT
  100. pdf_info_dict["_version_name"] = __version__
  101. return pdf_info_dict