2023-12-11 22:22:11 +08:00
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import json
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2023-10-13 19:50:54 +08:00
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import os.path as osp
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2023-12-11 22:22:11 +08:00
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from datasets import Dataset, DatasetDict
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2023-10-13 19:50:54 +08:00
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from opencompass.registry import LOAD_DATASET
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2024-01-16 18:03:11 +08:00
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from ..base import BaseDataset
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2023-10-13 19:50:54 +08:00
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@LOAD_DATASET.register_module()
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2023-10-27 16:27:24 +08:00
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class SubjectiveCmpDataset(BaseDataset):
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2023-10-13 19:50:54 +08:00
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2023-12-11 22:22:11 +08:00
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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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2023-12-13 19:59:30 +08:00
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'capability': capability,
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2023-12-11 22:22:11 +08:00
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'others': others,
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'judge': {
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'capability': capability
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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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