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import re |
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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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from .utils import iter_jsonl |
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@LOAD_DATASET.register_module() |
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class InfiniteBenchcoderunDataset(BaseDataset): |
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@staticmethod |
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def load(path: str): |
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dataset = list(iter_jsonl(path)) |
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raw_data = [] |
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for item in dataset: |
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context = item['context'] |
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find_result = re.findall(r'func_[0-9]+\(\-?[0-9]+\)', |
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item['input']) |
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func_call = find_result[0] |
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func = func_call.split('(')[0] |
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answer = item['answer'] |
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raw_data.append({ |
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'context': context, |
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'func': func, |
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'func_call': func_call, |
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'answer': answer |
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}) |
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dataset = Dataset.from_list(raw_data) |
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return dataset |
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