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27 lines
882 B
Python
27 lines
882 B
Python
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 ClimateQADataset(BaseDataset):
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@staticmethod
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def load(path: str, **kwargs):
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path = get_data_path(path, local_mode=True)
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climateqa = load_dataset(path)['train']
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input_column = []
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for i in range(len(climateqa)):
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if 'Options' in climateqa[i].keys(
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) and climateqa[i]['Options'] is not None:
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input_column.append(climateqa[i]['Question'] + '\n' +
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climateqa[i]['Options'])
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else:
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input_column.append(climateqa[i]['Question'])
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climateqa = climateqa.add_column(name='input', column=input_column)
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return climateqa
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