OpenCompass/opencompass/utils/text_postprocessors.py

import re

from opencompass.registry import TEXT_POSTPROCESSORS


@TEXT_POSTPROCESSORS.register_module('general')
def general_postprocess(text: str) -> str:
    # Cut off the first newline, period, or comma
    truncated_text = re.split(r'[\n.,]', text, 1)[0]

    # Remove punctuation
    no_punctuation = re.sub(r'[^\w\s]', '', truncated_text)

    # Remove article
    no_articles = re.sub(r'\b(a|an|the)\b',
                         '',
                         no_punctuation,
                         flags=re.IGNORECASE)

    # Remove duplicated blank spaces
    cleaned_text = re.sub(r'\s+', ' ', no_articles).strip()

    return cleaned_text


@TEXT_POSTPROCESSORS.register_module('general_cn')
def general_cn_postprocess(text: str) -> str:
    truncated_text = re.split(r'[\n.,]', text, 1)[0]

    no_punctuation = re.sub(r'[^\w\s]', '', truncated_text)

    no_articles = re.sub(r'\b(a|an|the)\b',
                         '',
                         no_punctuation,
                         flags=re.IGNORECASE)

    cleaned_text = re.sub(r'\s+', ' ', no_articles).strip()
    import jieba
    cleaned_text = ' '.join(jieba.cut(text))
    return cleaned_text


@TEXT_POSTPROCESSORS.register_module('first-capital')
def first_capital_postprocess(text: str) -> str:
    for t in text:
        if t.isupper():
            return t
    return ''


def first_option_postprocess(text: str, options: str) -> str:
    """Find first valid option for text."""

    patterns = [
        f'[Tt]he answer is [{options}]',
        f'[Tt]he correct answer is [{options}]',
        f'答案是(.*?)[{options}]',
        f'答案为(.*?)[{options}]',
        f'固选(.*?)[{options}]',
        f'答案应该是(.*?)[{options}]',
        f'(\s|^)[{options}][\s。，,\.$]',  # noqa
        f'[{options}]',
    ]

    regexes = [re.compile(pattern) for pattern in patterns]
    for regex in regexes:
        match = regex.search(text)
        if match:
            outputs = match.group(0)
            for i in options:
                if i in outputs:
                    return i
    return ''


@TEXT_POSTPROCESSORS.register_module('first-capital-multi')
def first_capital_postprocess_multi(text: str) -> str:
    match = re.search(r'([A-D]+)', text)
    if match:
        return match.group(1)
    return ''


def last_option_postprocess(text: str, options: str) -> str:
    match = re.findall(rf'([{options}])', text)
    if match:
        return match[-1]
    return ''


def first_number_postprocess(text: str) -> float:
    """Return the first number in a string."""
    # regex pattern to match numbers (both integers and decimals)
    pattern = r'(-?\d*\.?\d+)'

    # search the string for the pattern
    match = re.search(pattern, text)

    # if a match is found, return it. Otherwise, return None.
    return float(match.group(1)) if match else None


@TEXT_POSTPROCESSORS.register_module('multiple-select')
def multiple_select_postprocess(text: str) -> str:
    ret = set([t for t in text if t.isupper()])
    return ''.join(sorted(ret))