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import json |
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from datasets import Dataset |
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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 MaxminDataset(BaseDataset): |
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@staticmethod |
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def load(test_path, answer_path=None): |
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if answer_path is not None: |
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with open(answer_path, 'r', encoding='utf-8') as answer_f: |
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answers = {} |
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for line in answer_f.readlines(): |
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line = line.strip() |
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answers[line.split('<CODESPLIT>')[0]] = line.split( |
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'<CODESPLIT>')[1] |
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datasets = [] |
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with open(test_path, 'r') as test_f: |
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test_data = json.load(test_f) |
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for item in test_data: |
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dataset = dict() |
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dataset['nl_tokens'] = ' '.join(item['nl_tokens']) |
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dataset['pl_tokens'] = ' '.join(item['pl_tokens']) |
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if answer_path is not None: |
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dataset['answer'] = 'A' if answers[ |
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item['idx']] == 'max' else 'B' |
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else: |
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dataset['answer'] = '' |
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datasets.append(dataset) |
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return Dataset.from_list(datasets) |
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