Update winogavil.py

winogavil.py

@@ -52,6 +52,7 @@ class Winogavil(datasets.GeneratorBasedBuilder):
     BUILDER_CONFIGS = [
         datasets.BuilderConfig(name="TEST", version=VERSION, description="winogavil dataset"),
     ]
+    IMAGE_EXTENSION = ".jpg"
 
     def _info(self):
         img = datasets.Image()
@@ -92,12 +93,14 @@ class Winogavil(datasets.GeneratorBasedBuilder):
         # It can accept any type or nested list/dict and will give back the same structure with the url replaced with path to local files.
         # By default the archives will be extracted and a path to a cached folder where they are extracted is returned instead of the archive
         data_dir = dl_manager.download_and_extract({
-            "examples_csv": hf_hub_url("datasets/nlphuji/winogavil", filename="winogavil_dataset.csv")})
+            "examples_csv": hf_hub_url("datasets/nlphuji/winogavil", filename="winogavil_dataset.csv"),
+            "images_dir": hf_hub_url("datasets/facebook/winoground", filename="winogavil_images.zip")
+            })
             
         return [datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs=data_dir)]
 
     # method parameters are unpacked from `gen_kwargs` as given in `_split_generators`
-    def _generate_examples(self, examples_csv):
+    def _generate_examples(self, examples_csv, images_dir):
         # The `key` is for legacy reasons (tfds) and is not important in itself, but must be unique for each example.
 
         df = pd.read_csv(examples_csv)
@@ -109,11 +112,8 @@ class Winogavil(datasets.GeneratorBasedBuilder):
         for r_idx, r in df.iterrows():
             r_dict = r.to_dict()
             r_dict['candidates'] = json.loads(r_dict['candidates'])
-            candidates_images = [get_img_url(x) for x in r['candidates']]
+            candidates_images = [os.path.join(images_dir, f"{x}.{self.IMAGE_EXTENSION}") for x in r['candidates']]
             r_dict['candidates_images'] = candidates_images
             r_dict['associations'] = json.loads(r_dict['associations'])
             key = r['ID']
             yield key, r_dict
-
-def get_img_url(image_name):
-        return 'https://winogavil.s3.eu-west-1.amazonaws.com/{}'.format(image_name + ".jpg")