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import json |
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import os.path as osp |
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from datasets import Dataset, DatasetDict |
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from opencompass.registry import LOAD_DATASET |
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from ..base import BaseDataset |
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@LOAD_DATASET.register_module() |
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class SubjectiveCmpDataset(BaseDataset): |
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def load(self, path: str, name: str): |
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filename = osp.join(path, f'{name}.json') |
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dataset = DatasetDict() |
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raw_data = [] |
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with open(filename, 'r', encoding='utf-8') as f: |
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json_data = json.load(f) |
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for problem in json_data: |
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question = problem['question'] |
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capability = problem['capability'] |
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others = problem['others'] |
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raw_data.append({ |
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'question': question, |
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'capability': capability, |
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'others': others, |
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'judge': { |
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'capability': capability, |
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'question': question |
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} |
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}) |
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dataset = Dataset.from_list(raw_data) |
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return dataset |
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