data_juicer.ops.mapper.remove_bibliography_mapper 源代码

# Some code here has been modified from:
# https://github.com/togethercomputer/RedPajama-Data/tree/rp_v1/
# --------------------------------------------------------

import regex as re

from ..base_op import OPERATORS, Mapper




@OPERATORS.register_module('remove_bibliography_mapper')
class RemoveBibliographyMapper(Mapper):
    """Mapper to remove bibliography at the end of documents in Latex
    samples."""

    _batched_op = True



    def __init__(self, *args, **kwargs):
        """
        Initialization method.

        :param args: extra args
        :param kwargs: extra args
        """
        super().__init__(*args, **kwargs)
        self.pattern = r'(\\appendix|'
        self.pattern += r'\\begin\{references\}|'
        self.pattern += r'\\begin\{REFERENCES\}|'
        self.pattern += r'\\begin\{thebibliography\}|'
        self.pattern += r'\\bibliography\{.*\}'
        self.pattern += r').*$'




    def process_batched(self, samples):
        samples[self.text_key] = [
            re.sub(pattern=self.pattern,
                   repl=r'',
                   string=text,
                   flags=re.DOTALL) for text in samples[self.text_key]
        ]

        return samples