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