Datasets:
Tags:
| # coding=utf-8 | |
| # Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor. | |
| # | |
| # Licensed under the Apache License, Version 2.0 (the "License"); | |
| # you may not use this file except in compliance with the License. | |
| # You may obtain a copy of the License at | |
| # | |
| # http://www.apache.org/licenses/LICENSE-2.0 | |
| # | |
| # Unless required by applicable law or agreed to in writing, software | |
| # distributed under the License is distributed on an "AS IS" BASIS, | |
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
| # See the License for the specific language governing permissions and | |
| # limitations under the License. | |
| """Multilingual Bibles""" | |
| import csv | |
| import datasets | |
| _CITATION = """ | |
| @InProceedings{--, | |
| author = {---}, | |
| title = {---}, | |
| booktitle = {---}, | |
| year = 2021, | |
| address = "---" | |
| } | |
| """ | |
| _DESCRIPTION = """\ | |
| Multilingual Bibles | |
| """ | |
| _HOMEPAGE = "https://github.com/versae/bibles/" | |
| BIBLES_BASE_URI = "https://huggingface.co/datasets/versae/bibles/resolve/main" | |
| BIBLES = { | |
| "validation": lambda config: f"{BIBLES_BASE_URI}/{config}_validation.csv", | |
| "test": lambda config: f"{BIBLES_BASE_URI}/{config}_test.csv", | |
| "train": lambda config: f"{BIBLES_BASE_URI}/{config}_train.csv" | |
| } | |
| class BiblesConfig(datasets.BuilderConfig): | |
| """BuilderConfig for NorNE.""" | |
| def __init__(self, **kwargs): | |
| """BuilderConfig for Bibles. | |
| Args: | |
| **kwargs: keyword arguments forwarded to super. | |
| """ | |
| super(BiblesConfig, self).__init__(**kwargs) | |
| class Bibles(datasets.GeneratorBasedBuilder): | |
| """Bibles""" | |
| BUILDER_CONFIGS = [ | |
| BiblesConfig(name="testament", version=datasets.Version("1.0.0"), description="Bibles testament dataset (full set)"), | |
| BiblesConfig(name="genre", version=datasets.Version("1.0.0"), description="Bibles genre dataset (full set)"), | |
| BiblesConfig(name="division", version=datasets.Version("1.0.0"), description="Bibles division dataset (full set)"), | |
| ] | |
| def _info(self): | |
| if self.config.name == "division": | |
| labels = [ | |
| 'Gospel', | |
| 'Historical', | |
| 'Letters', | |
| 'Pentateuch', | |
| 'Prophetic', | |
| 'Revelation', | |
| 'Wisdom' | |
| ] | |
| languages = [ | |
| 'ALB', | |
| 'ARA', | |
| 'AZB', | |
| 'BEL', | |
| 'BUL', | |
| 'CEB', | |
| 'CHI', | |
| 'CZE', | |
| 'DAN', | |
| 'ENG', | |
| 'ESP', | |
| 'FIN', | |
| 'FRE', | |
| 'GER', | |
| 'GRC', | |
| 'HAT', | |
| 'HEB', | |
| 'HIN', | |
| 'HUN', | |
| 'ITA', | |
| 'KOR', | |
| 'LAT', | |
| 'MAR', | |
| 'NL_', | |
| 'NOR', | |
| 'POR', | |
| 'RUM', | |
| 'RUS', | |
| 'SCR', | |
| 'SPA', | |
| 'SWE', | |
| 'TAM', | |
| 'TGL', | |
| 'THA', | |
| 'TUR', | |
| 'VIE', | |
| 'XKL', | |
| ] | |
| elif self.config.name == "genre": | |
| labels = [ | |
| 'apocalyptic', | |
| 'gospel', | |
| 'historical', | |
| 'law', | |
| 'letter', | |
| 'lyric', | |
| 'prophecy', | |
| 'wisdom' | |
| ] | |
| languages = [ | |
| 'ALB', | |
| 'ARA', | |
| 'AZB', | |
| 'BEL', | |
| 'BUL', | |
| 'CEB', | |
| 'CHI', | |
| 'CZE', | |
| 'DAN', | |
| 'ENG', | |
| 'ESP', | |
| 'FIN', | |
| 'FRE', | |
| 'GER', | |
| 'GRC', | |
| 'HAT', | |
| 'HEB', | |
| 'HIN', | |
| 'HUN', | |
| 'ITA', | |
| 'KOR', | |
| 'LAT', | |
| 'MAR', | |
| 'NL_', | |
| 'NOR', | |
| 'POR', | |
| 'RUM', | |
| 'RUS', | |
| 'SCR', | |
| 'SPA', | |
| 'SWE', | |
| 'TAM', | |
| 'TGL', | |
| 'THA', | |
| 'TUR', | |
| 'VIE', | |
| 'XKL', | |
| ] | |
| else: # self.config.name == "testament": | |
| labels = ["new", "old"] | |
| languages = [ | |
| 'ALB', | |
| 'ARA', | |
| 'AZB', | |
| 'BEL', | |
| 'BUL', | |
| 'CEB', | |
| 'CHA', | |
| 'CHI', | |
| 'CZE', | |
| 'DAN', | |
| 'ENG', | |
| 'ESP', | |
| 'FIN', | |
| 'FRE', | |
| 'GER', | |
| 'GRC', | |
| 'HAT', | |
| 'HEB', | |
| 'HIN', | |
| 'HUN', | |
| 'ITA', | |
| 'KOR', | |
| 'LAT', | |
| 'MAR', | |
| 'NDS', | |
| 'NL_', | |
| 'NOR', | |
| 'PON', | |
| 'POR', | |
| 'RUM', | |
| 'RUS', | |
| 'SCR', | |
| 'SPA', | |
| 'SWE', | |
| 'TAM', | |
| 'TGL', | |
| 'THA', | |
| 'TUR', | |
| 'VIE', | |
| 'XKL', | |
| ] | |
| self.labels = labels | |
| return datasets.DatasetInfo( | |
| description=_DESCRIPTION, | |
| features=datasets.Features( | |
| { | |
| "text": datasets.Value("string"), | |
| "label": datasets.ClassLabel(names=labels), | |
| "language": datasets.Value("string"), | |
| "year": datasets.Value("int16"), | |
| "century": datasets.Value("string"), | |
| "codebook": datasets.Value("string"), | |
| } | |
| ), | |
| supervised_keys=None, | |
| homepage=_HOMEPAGE, | |
| citation=_CITATION, | |
| ) | |
| def _split_generators(self, dl_manager): | |
| URLS = {key: BIBLES[key](self.config.name) for key in BIBLES.keys()} | |
| downloaded_files = dl_manager.download(URLS) | |
| return [ | |
| datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": downloaded_files["train"]}), | |
| datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepath": downloaded_files["validation"]}), | |
| datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": downloaded_files["test"]}), | |
| ] | |
| def _generate_examples(self, filepath): | |
| with open(filepath, encoding="utf-8") as csv_file: | |
| csv_reader = csv.reader(csv_file, delimiter=",") | |
| next(csv_reader) # skip header | |
| for idx, (text, label, language, year, century, codebook) in enumerate(csv_reader): | |
| yield int(idx), { | |
| "text": text, | |
| "label": self.labels.index(label), | |
| "language": language, | |
| "year": year, | |
| "century": century, | |
| "codebook": codebook, | |
| } | |