import json

from datasets import Dataset

from opencompass.registry import LOAD_DATASET
from opencompass.utils import get_data_path

from .base import BaseDataset


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

    @staticmethod
    def load(path):
        path = get_data_path(path, local_mode=True)
        dataset = []
        with open(path, 'r', encoding='utf-8') as f:
            for line in f:
                line = json.loads(line.strip())
                question = line['Body'] + ' ' + line['Question']
                answer = str(int(line['Answer']))
                dataset.append({'question': question, 'answer': answer})
        dataset = Dataset.from_list(dataset)
        return dataset