OpenCompass/opencompass/datasets/py150.py
Xingjun.Wang edab1c07ba
[Feature] Support ModelScope datasets (#1289)
* add ceval, gsm8k modelscope surpport

* update race, mmlu, arc, cmmlu, commonsenseqa, humaneval and unittest

* update bbh, flores, obqa, siqa, storycloze, summedits, winogrande, xsum datasets

* format file

* format file

* update dataset format

* support ms_dataset

* udpate dataset for modelscope support

* merge myl_dev and update test_ms_dataset

* udpate dataset for modelscope support

* update readme

* update eval_api_zhipu_v2

* remove unused code

* add get_data_path function

* update readme

* remove tydiqa japanese subset

* add ceval, gsm8k modelscope surpport

* update race, mmlu, arc, cmmlu, commonsenseqa, humaneval and unittest

* update bbh, flores, obqa, siqa, storycloze, summedits, winogrande, xsum datasets

* format file

* format file

* update dataset format

* support ms_dataset

* udpate dataset for modelscope support

* merge myl_dev and update test_ms_dataset

* update readme

* udpate dataset for modelscope support

* update eval_api_zhipu_v2

* remove unused code

* add get_data_path function

* remove tydiqa japanese subset

* update util

* remove .DS_Store

* fix md format

* move util into package

* update docs/get_started.md

* restore eval_api_zhipu_v2.py, add environment setting

* Update dataset

* Update

* Update

* Update

* Update

---------

Co-authored-by: Yun lin <yunlin@U-Q9X2K4QV-1904.local>
Co-authored-by: Yunnglin <mao.looper@qq.com>
Co-authored-by: Yun lin <yunlin@laptop.local>
Co-authored-by: Yunnglin <maoyl@smail.nju.edu.cn>
Co-authored-by: zhangsongyang <zhangsongyang@pjlab.org.cn>
2024-07-29 13:48:32 +08:00

41 lines
1.1 KiB
Python

import json
import re
from datasets import Dataset
from opencompass.registry import LOAD_DATASET
from opencompass.utils import get_data_path
from .base import BaseDataset
def py150_post_process(code):
code = code.replace('<NUM_LIT>',
'0').replace('<STR_LIT>',
'').replace('<CHAR_LIT>', '')
pattern = re.compile(r'<(STR|NUM|CHAR)_LIT:(.*?)>', re.S)
lit_s = re.findall(pattern, code)
for lit in lit_s:
code = code.replace(f'<{lit[0]}_LIT:{lit[1]}>', lit[1])
code = json.loads(code)
code['input'] = code['input'].replace('<s>', '').split('<EOL>')
for code_line in code['input']:
code_line = code_line.strip()
code['input'] = '\n'.join(code['input'])
code.pop('id', None)
return code
@LOAD_DATASET.register_module()
class Py150Dataset(BaseDataset):
@staticmethod
def load(path):
path = get_data_path(path, local_mode=True)
lines = open(path, 'r').readlines()
rows = []
for line in lines:
row = py150_post_process(line)
rows.append(row)
return Dataset.from_list(rows)