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- # Copyright (c) Opendatalab. All rights reserved.
- import os
- import click
- from pathlib import Path
- from loguru import logger
- from ..version import __version__
- from .common import do_parse, read_fn, pdf_suffixes, image_suffixes
- @click.command()
- @click.version_option(__version__,
- '--version',
- '-v',
- help='display the version and exit')
- @click.option(
- '-p',
- '--path',
- 'input_path',
- type=click.Path(exists=True),
- required=True,
- help='local filepath or directory. support pdf, png, jpg, jpeg files',
- )
- @click.option(
- '-o',
- '--output-dir',
- 'output_dir',
- type=click.Path(),
- required=True,
- help='output local directory',
- )
- @click.option(
- '-b',
- '--backend',
- 'backend',
- type=click.Choice(['pipeline', 'vlm-huggingface', 'vlm-sglang-engine', 'vlm-sglang-client']),
- help="""the backend for parsing pdf:
- pipeline: More general.
- vlm-huggingface: More general.
- vlm-sglang-engine: Faster(engine).
- vlm-sglang-client: Faster(client).
- without method specified, huggingface will be used by default.""",
- default='pipeline',
- )
- @click.option(
- '-l',
- '--lang',
- 'lang',
- type=click.Choice(['ch', 'ch_server', 'ch_lite', 'en', 'korean', 'japan', 'chinese_cht', 'ta', 'te', 'ka']),
- help="""
- Input the languages in the pdf (if known) to improve OCR accuracy. Optional.
- Without languages specified, 'ch' will be used by default.
- """,
- default='ch',
- )
- @click.option(
- '-u',
- '--url',
- 'server_url',
- type=str,
- help="""
- When the backend is `sglang-client`, you need to specify the server_url, for example:`http://127.0.0.1:30000`
- """,
- default=None,
- )
- @click.option(
- '-s',
- '--start',
- 'start_page_id',
- type=int,
- help='The starting page for PDF parsing, beginning from 0.',
- default=0,
- )
- @click.option(
- '-e',
- '--end',
- 'end_page_id',
- type=int,
- help='The ending page for PDF parsing, beginning from 0.',
- default=None,
- )
- def main(input_path, output_dir, backend, lang, server_url, start_page_id, end_page_id):
- os.makedirs(output_dir, exist_ok=True)
- def parse_doc(path_list: list[Path]):
- try:
- file_name_list = []
- pdf_bytes_list = []
- lang_list = []
- for path in path_list:
- file_name = str(Path(path).stem)
- pdf_bytes = read_fn(path)
- file_name_list.append(file_name)
- pdf_bytes_list.append(pdf_bytes)
- lang_list.append(lang)
- do_parse(output_dir, file_name_list, pdf_bytes_list, lang_list, backend, server_url,
- start_page_id=start_page_id, end_page_id=end_page_id)
- except Exception as e:
- logger.exception(e)
- if os.path.isdir(input_path):
- doc_path_list = []
- for doc_path in Path(input_path).glob('*'):
- if doc_path.suffix in pdf_suffixes + image_suffixes:
- doc_path_list.append(doc_path)
- parse_doc(doc_path_list)
- else:
- parse_doc([Path(input_path)])
- if __name__ == '__main__':
- main()
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