Update renovation.py

renovation.py

@@ -83,20 +83,26 @@ class RenovationQualityDataset(datasets.GeneratorBasedBuilder):
     
         with open(filepath, "r") as f:
             reader = csv.reader(f)
-            header = next(reader)  # Get the header row
-            image_file_path_index = header.index("image_file_path")  # Find the index of "image_file_path" column
-            label_index = header.index("label")  # Find the index of "label" column
-            for id_, row in enumerate(reader):
+            next(reader)  # skip header
+            rows = list(reader)
+            if split == 'train':
+                rows = rows[:int(0.8 * len(rows))]
+            elif split == 'validation':
+                rows = rows[int(0.8 * len(rows)):int(0.9 * len(rows))]
+            else: # test
+                rows = rows[int(0.9 * len(rows)):]
+    
+            for id_, row in enumerate(rows):
                 if len(row) < 2:
                     print(f"Row with id {id_} has less than 2 elements: {row}")
                 else:
-                    image_file_path = row[image_file_path_index]
+                    image_file_path = str(row[0])
                     image = url_to_image(image_file_path)
                     image_bytes = image.tobytes()
-                    label = row[label_index]
                     yield id_, {
                         'image_file_path': image_file_path,
                         'image': image_bytes,
-                        'label': label,
+                        'label': row[1],
                     }
 
+