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A utility for storing and reading files for Korean LM training.

Project description

ko_lm_dataformat

  • Utilities for storing data for Korean PLM.
  • Code is based on lm_dataformat.

What have been changed

기능 추가

  • Sentence splitter
    • kss v1.3.1

로직 변경

  • 기존과 달리 json"text" 는 무조건 하나의 document만 받음.
    • str 이 아닌 List[str] 로 들어오게 되면 기존에는 각 str이 document였으나, 여기서는 sentence로 취급.
    • 기존에는 여러 document를 \n\n으로 join 하였지만, ko_lm_dataformat 에서는 해당 로직을 없앰.

Basic Usage

To write:

import ko_lm_dataformat as kldf

ar = kldf.Archive('output_dir')

for x in something():
  # do other stuff
  ar.add_data(somedocument, meta={
    'example': stuff,
    'someothermetadata': [othermetadata, otherrandomstuff],
    'otherotherstuff': True
  })

# remember to commit at the end!
ar.commit()

To read:

import ko_lm_dataformat as kldf

rdr = kldf.Reader('input_dir_or_file')

for doc in rdr.stream_data(get_meta=False):
  # do something with the document

Project details


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ko_lm_dataformat-0.1.0rc2.tar.gz (7.1 kB view hashes)

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