| """Cleaned dataset for Swahili Language Modeling""" | |
| import datasets | |
| _CITATION = """\ | |
| @InProceedings{huggingface:flax-community, | |
| title = Cleaned dataset for Swahili Language Modeling, | |
| authors={Fitsum, Alok, Patrick}, | |
| year={2021}, | |
| link = https://huggingface.co/datasets/flax-community/swahili-safi | |
| } | |
| """ | |
| _DESCRIPTION = """Cleaned dataset for Swahili Language Modeling""" | |
| _HOMEPAGE = "https://huggingface.co/datasets/flax-community/swahili-safi" | |
| _LICENSE = "Attribution 4.0 International" | |
| _REPO_URL = "https://huggingface.co/datasets/flax-community/swahili-safi/resolve/main/" | |
| _TRAIN= [_REPO_URL + file_name for file_name in [ | |
| "data/train.txt", | |
| ]] | |
| class SwahiliSafi(datasets.GeneratorBasedBuilder): | |
| """The Swahili dataset for language modeling""" | |
| VERSION = datasets.Version("1.0.0") | |
| BUILDER_CONFIGS = [ | |
| datasets.BuilderConfig( | |
| name="swahili-safi", | |
| version=VERSION, | |
| description="Language modeling dataset for Swahili" | |
| ), | |
| ] | |
| def _info(self): | |
| return datasets.DatasetInfo( | |
| description=_DESCRIPTION, | |
| features=datasets.Features( | |
| { | |
| "text": datasets.Value("string"), | |
| } | |
| ), | |
| supervised_keys=None, | |
| homepage=_HOMEPAGE, | |
| license=_LICENSE, | |
| citation=_CITATION, | |
| ) | |
| def _split_generators(self, dl_manager): | |
| """Returns SplitGenerators.""" | |
| train_files = dl_manager.download(_TRAIN) | |
| return [ | |
| datasets.SplitGenerator( | |
| name=datasets.Split.TRAIN, | |
| gen_kwargs={ | |
| "data_files": train_files, | |
| "split": "train", | |
| }, | |
| ) | |
| ] | |
| def _generate_examples(self, data_files, split): | |
| """Yields examples.""" | |
| _id = 0 | |
| for filepath in data_files: | |
| with open(filepath, mode="r", encoding="utf-8") as f: | |
| for line in f: | |
| yield _id, {"text": line.strip()}, | |
| _id += 1 | |