|
|
|
|
|
from glob import glob |
|
import json |
|
import os |
|
from pathlib import Path |
|
|
|
import datasets |
|
|
|
|
|
_URLS = { |
|
"chatterbot": "data/chatterbot.jsonl", |
|
"douban": "data/douban.jsonl", |
|
"ptt": "data/ptt.jsonl", |
|
"qingyun": "data/qingyun.jsonl", |
|
"subtitle": "data/subtitle.jsonl", |
|
"tieba": "data/tieba.jsonl", |
|
"weibo": "data/weibo.jsonl", |
|
"xiaohuangji": "data/xiaohuangji.jsonl", |
|
|
|
} |
|
|
|
|
|
_CITATION = """\ |
|
@dataset{chinese_chitchat, |
|
author = {Xing Tian}, |
|
title = {chinese_chitchat}, |
|
month = sep, |
|
year = 2023, |
|
publisher = {Xing Tian}, |
|
version = {1.0}, |
|
} |
|
""" |
|
|
|
|
|
class ChineseChitchat(datasets.GeneratorBasedBuilder): |
|
VERSION = datasets.Version("1.0.0") |
|
|
|
configs = list() |
|
for name in _URLS.keys(): |
|
config = datasets.BuilderConfig(name=name, version=VERSION, description=name) |
|
configs.append(config) |
|
|
|
BUILDER_CONFIGS = [ |
|
*configs |
|
] |
|
|
|
def _info(self): |
|
features = datasets.Features( |
|
{ |
|
"conversation": datasets.Sequence(feature=datasets.Features({ |
|
"role": datasets.Value("string"), |
|
"message": datasets.Value("string"), |
|
})), |
|
"category": datasets.Value("string"), |
|
"data_source": datasets.Value("string"), |
|
} |
|
) |
|
return datasets.DatasetInfo( |
|
features=features, |
|
supervised_keys=None, |
|
homepage="", |
|
license="", |
|
citation=_CITATION, |
|
) |
|
|
|
def _split_generators(self, dl_manager): |
|
"""Returns SplitGenerators.""" |
|
url = _URLS[self.config.name] |
|
dl_path = dl_manager.download(url) |
|
archive_path = dl_path |
|
|
|
return [ |
|
datasets.SplitGenerator( |
|
name=datasets.Split.TRAIN, |
|
gen_kwargs={"archive_path": archive_path, "split": "train"}, |
|
), |
|
] |
|
|
|
def _generate_examples(self, archive_path, split): |
|
"""Yields examples.""" |
|
archive_path = Path(archive_path) |
|
|
|
idx = 0 |
|
|
|
with open(archive_path, "r", encoding="utf-8") as f: |
|
for row in f: |
|
sample = json.loads(row) |
|
|
|
yield idx, { |
|
"conversation": sample["conversation"], |
|
"category": sample["category"], |
|
"data_source": sample["data_source"], |
|
} |
|
idx += 1 |
|
|
|
|
|
if __name__ == '__main__': |
|
pass |
|
|
