OpenCompass/opencompass/datasets/eprstmt.py

import json

from datasets import Dataset

from opencompass.registry import LOAD_DATASET

from .base import BaseDataset


@LOAD_DATASET.register_module()
class eprstmtDataset_V2(BaseDataset):

    @staticmethod
    def load(path):
        data = []
        with open(path, 'r', encoding='utf-8') as f:
            for line in f:
                line = json.loads(line)
                item = {
                    'sentence': line['sentence'],
                    'label': {
                        'Positive': 'A',
                        'Negative': 'B',
                    }[line['label']],
                }
                data.append(item)
        return Dataset.from_list(data)