File size: 1,435 Bytes
a6639cd | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 | 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']}
|