import os import json import random import datasets _HOMEPAGE = ( f"https://www.modelscope.cn/datasets/MuGeminorum/{os.path.basename(__file__)[:-3]}" ) _URL = f"{_HOMEPAGE}/resolve/master/data/dataset.jsonl" class hoyoMusic(datasets.GeneratorBasedBuilder): def _info(self): return datasets.DatasetInfo( features=datasets.Features( { "prompt": datasets.Value("string"), "data": datasets.Value("string"), "label": datasets.Value("string"), } ), supervised_keys=("data", "label"), homepage=_HOMEPAGE, license="CC-BY-NC-ND", version="0.0.1", ) def _split_generators(self, dl_manager): dataset = [] data = dl_manager.download(_URL) with open(data, "r", encoding="utf-8") as file: for line in file: dataset.append(json.loads(line)) random.shuffle(dataset) data_count = len(dataset) p90 = int(data_count * 0.9) return [ datasets.SplitGenerator( name=datasets.Split.TRAIN, gen_kwargs={"files": dataset[:p90]} ), datasets.SplitGenerator( name=datasets.Split.TEST, gen_kwargs={"files": dataset[p90:]} ), ] def _generate_examples(self, files): for i, path in enumerate(files): yield i, path