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38 lines
1.5 KiB
Python
38 lines
1.5 KiB
Python
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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 GovRepcrsDataset(BaseDataset):
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@staticmethod
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def load(path: str):
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import json
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import os
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dataset_dict = DatasetDict()
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splits = ['train', 'valid', 'test']
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dataset_lists = {x: [] for x in splits}
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for split in splits:
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split_fp = os.path.join(path, 'gov-report', 'split_ids',
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'crs_' + split + '.ids')
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with open(split_fp, 'r') as f:
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for line in f.readlines():
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xpath = os.path.join(path, 'gov-report', 'crs',
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line.strip() + '.json')
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with open(xpath, 'r') as df:
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data = json.load(df)
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content = data['title'] + '\n' + '\n'.join(
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[(x['section_title'] if x['section_title'] else '')
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+ '\n' + '\n'.join(x['paragraphs'])
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for x in data['reports']['subsections']])
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summary = '\n'.join(data['summary'])
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dataset_lists[split].append({
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'content': content,
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'summary': summary,
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})
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dataset_dict[split] = Dataset.from_list(dataset_lists[split])
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return dataset_dict
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