|
|
|
import os |
|
|
|
import datasets |
|
import json |
|
|
|
|
|
_CITATION = """\ |
|
""" |
|
|
|
_DESCRIPTION = """\ |
|
CSAT-QA |
|
""" |
|
|
|
_HOMEPAGE = "https://huggingface.co/HAERAE-HUB" |
|
|
|
_LICENSE = "Proprietary" |
|
|
|
split_names = ["WR", "GR", "RCS", "RCSS", "RCH", "LI"] |
|
|
|
class CSATQAConfig(datasets.BuilderConfig): |
|
def __init__(self, **kwargs): |
|
super().__init__(version=datasets.Version("1.0.0"), **kwargs) |
|
|
|
|
|
class CSATQA(datasets.GeneratorBasedBuilder): |
|
BUILDER_CONFIGS = [ |
|
CSATQAConfig( |
|
name=name, |
|
) |
|
for name in split_names |
|
] |
|
|
|
def _info(self): |
|
features = datasets.Features( |
|
{ |
|
"question": datasets.Value("string"), |
|
"option#1": datasets.Value("string"), |
|
"option#2": datasets.Value("string"), |
|
"option#3": datasets.Value("string"), |
|
"option#4": datasets.Value("string"), |
|
"option#5": datasets.Value("string"), |
|
"gold": datasets.Value("int8"), |
|
} |
|
) |
|
return datasets.DatasetInfo( |
|
description=_DESCRIPTION, |
|
features=features, |
|
homepage=_HOMEPAGE, |
|
license=_LICENSE, |
|
citation=_CITATION, |
|
) |
|
|
|
def _split_generators(self, dl_manager): |
|
return [ |
|
datasets.SplitGenerator( |
|
name=datasets.Split.TRAIN, |
|
|
|
gen_kwargs={ |
|
"filepath": os.path.join("data.jsonl"), |
|
"split": "train", |
|
}, |
|
), |
|
] |
|
|
|
def _generate_examples(self, filepath): |
|
with open(filepath, encoding="utf-8") as f: |
|
for key, row in enumerate(f): |
|
data = json.loads(row) |
|
if data["split"] == self.config.name: |
|
data["gold"] = int(data["gold"]) - 1 |
|
data.pop("split") |
|
yield key, data |
