Create v4design.py

v4design.py

@@ -0,0 +1,47 @@
+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']}