magicpdf.py 4.6 KB

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  1. """
  2. 这里实现2个click命令:
  3. 第一个:
  4. 接收一个完整的s3路径,例如:s3://llm-pdf-text/pdf_ebook_and_paper/pre-clean-mm-markdown/v014/part-660420b490be-000008.jsonl?bytes=0,81350
  5. 1)根据~/magic-pdf.json里的ak,sk等,构造s3cliReader读取到这个jsonl的对应行,返回json对象。
  6. 2)根据Json对象里的pdf的s3路径获取到他的ak,sk,endpoint,构造出s3cliReader用来读取pdf
  7. 3)从magic-pdf.json里读取到本地保存图片、Md等的临时目录位置,构造出LocalImageWriter,用来保存截图
  8. 4)从magic-pdf.json里读取到本地保存图片、Md等的临时目录位置,构造出LocalIRdWriter,用来读写本地文件
  9. 最后把以上步骤准备好的对象传入真正的解析API
  10. 第二个:
  11. 接收1)pdf的本地路径。2)模型json文件(可选)。然后:
  12. 1)根据~/magic-pdf.json读取到本地保存图片、md等临时目录的位置,构造出LocalImageWriter,用来保存截图
  13. 2)从magic-pdf.json里读取到本地保存图片、Md等的临时目录位置,构造出LocalIRdWriter,用来读写本地文件
  14. 3)根据约定,根据pdf本地路径,推导出pdf模型的json,并读入
  15. 效果:
  16. python magicpdf.py --json s3://llm-pdf-text/scihub/xxxx.json?bytes=0,81350
  17. python magicpdf.py --pdf /home/llm/Downloads/xxxx.pdf --model /home/llm/Downloads/xxxx.json 或者 python magicpdf.py --pdf /home/llm/Downloads/xxxx.pdf
  18. """
  19. import click
  20. from magic_pdf.libs.config_reader import get_s3_config
  21. from magic_pdf.libs.path_utils import (
  22. parse_s3path,
  23. parse_s3_range_params,
  24. remove_non_official_s3_args,
  25. )
  26. from magic_pdf.libs.config_reader import get_local_dir
  27. from magic_pdf.io.S3ReaderWriter import S3ReaderWriter, MODE_BIN
  28. from magic_pdf.io.DiskReaderWriter import DiskReaderWriter
  29. from magic_pdf.spark.spark_api import parse_union_pdf
  30. import os
  31. import json as json_parse
  32. from datetime import datetime
  33. def prepare_env():
  34. local_parent_dir = os.path.join(
  35. get_local_dir(), "magic-pdf", datetime.now().strftime("%Y-%m-%d-%H-%M-%S")
  36. )
  37. local_image_dir = os.path.join(local_parent_dir, "images")
  38. local_md_dir = os.path.join(local_parent_dir, "md")
  39. os.makedirs(local_image_dir, exist_ok=True)
  40. os.makedirs(local_md_dir, exist_ok=True)
  41. return local_image_dir, local_md_dir
  42. @click.group()
  43. def cli():
  44. pass
  45. @cli.command()
  46. @click.option("--json", type=str, help="输入一个S3路径")
  47. def json_command(json):
  48. if not json.startswith("s3://"):
  49. print("usage: python magipdf.py --json s3://some_bucket/some_path")
  50. os.exit(1)
  51. def read_s3_path(s3path):
  52. bucket, key = parse_s3path(s3path)
  53. s3_ak, s3_sk, s3_endpoint = get_s3_config(bucket)
  54. s3_rw = S3ReaderWriter(
  55. s3_ak, s3_sk, s3_endpoint, "auto", remove_non_official_s3_args(s3path)
  56. )
  57. may_range_params = parse_s3_range_params(json)
  58. if may_range_params is None or 2 != len(may_range_params):
  59. byte_start, byte_end = 0, None
  60. else:
  61. byte_start, byte_end = int(may_range_params[0]), int(may_range_params[1])
  62. return s3_rw.read_jsonl(
  63. remove_non_official_s3_args(s3path), byte_start, byte_end, MODE_BIN
  64. )
  65. jso = json_parse.loads(read_s3_path(json).decode("utf-8"))
  66. pdf_data = read_s3_path(jso["file_location"])
  67. local_image_dir, _ = prepare_env()
  68. local_image_rw = DiskReaderWriter(local_image_dir)
  69. parse_union_pdf(pdf_data, jso["doc_layout_result"], local_image_rw, is_debug=True)
  70. @cli.command()
  71. @click.option(
  72. "--pdf", type=click.Path(exists=True), required=True, help="PDF文件的路径"
  73. )
  74. @click.option("--model", type=click.Path(exists=True), help="模型的路径")
  75. def pdf_command(pdf, model):
  76. # 这里处理pdf和模型相关的逻辑
  77. if model is None:
  78. model = pdf.replace(".pdf", ".json")
  79. if not os.path.exists(model):
  80. print(f"make sure json file existed and place under {os.dirname(pdf)}")
  81. os.eixt(1)
  82. def read_fn(path):
  83. disk_rw = DiskReaderWriter(os.path.dirname(path))
  84. return disk_rw.read(os.path.basename(path), MODE_BIN)
  85. pdf_data = read_fn(pdf)
  86. jso = json_parse.loads(read_fn(model).decode("utf-8"))
  87. local_image_dir, _ = prepare_env()
  88. local_image_rw = DiskReaderWriter(local_image_dir)
  89. parse_union_pdf(pdf_data, jso["doc_layout_result"], local_image_rw, is_debug=True)
  90. if __name__ == "__main__":
  91. """
  92. python magic_pdf/cli/magicpdf.py json-command --json s3://llm-pdf-text/pdf_ebook_and_paper/format/v070/part-66028dd46437-000076.jsonl?bytes=0,308393
  93. """
  94. cli()