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31 lines
942 B
Python
31 lines
942 B
Python
import os
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from datasets import load_dataset
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from opencompass.datasets.base import BaseDataset
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from opencompass.registry import LOAD_DATASET
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from opencompass.utils import get_data_path
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@LOAD_DATASET.register_module()
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class PHYSICSDataset(BaseDataset):
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@staticmethod
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def load(path: str, name: str, **kwargs):
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path = get_data_path(path)
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path = os.path.join(path, name)
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physics = load_dataset(path)['train']
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physics = physics.rename_column('questions', 'input')
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target = []
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for i in physics:
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this_final_answer = ''
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for j in range(len(i['final_answers'])):
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this_final_answer += 'Answer ' + str(j + 1) + ': '
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this_final_answer += i['final_answers'][j]
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this_final_answer += '\n'
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target.append(this_final_answer)
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physics = physics.add_column(name='target', column=target)
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return physics
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