import csv import datasets import os _DESCRIPTION = "example" _HOMEPAGE = "TODO" _LICENSE = "TODO" _URL = "https://zenodo.org/record/4896487/files/V4Design_Europeana_style_dataset.csv?download=1" class V4Design(datasets.GeneratorBasedBuilder): """TODO""" VERSION = datasets.Version("1.1.0") def _info(self): features = datasets.Features( {"id": datasets.Value("string"), "url": datasets.Value("string"), "uri": datasets.Value("string"), "style":datasets.ClassLabel(names=['Rococo', 'Baroque', 'Other']), "rights": datasets.Value("string"),} ) return datasets.DatasetInfo( description=_DESCRIPTION, features=features, homepage=_HOMEPAGE, license=_LICENSE, citation="TODO", ) def _split_generators(self, dl_manager): csv_file = dl_manager.download_and_extract(_URL) return [ datasets.SplitGenerator( name=datasets.Split.TRAIN, gen_kwargs={"csv_file": csv_file} ), ] def _generate_examples(self, csv_file): with open(csv_file, encoding="utf-8") as f: data = csv.DictReader(f) for row, item in enumerate(data): yield row, {"id": item['id'],"url": item['url'], "uri": item['uri'], "style":item['style'], "rights": item['rights']}