Update RefRef_test.py

RefRef_test.py

@@ -74,25 +74,49 @@ class RefRef_test(datasets.GeneratorBasedBuilder):
             ) for split in [datasets.Split.TRAIN, datasets.Split.VALIDATION, datasets.Split.TEST]
         ]
 
-    def _generate_examples(self, filepaths, split):
-        # Iterate through all JSON files for this split
-        for scene_idx, filepath in enumerate(filepaths):
-            print(filepath)
-            with open(filepath, "r", encoding="utf-8") as f:
-                data = json.load(f)
-                scene_name = os.path.basename(os.path.dirname(filepath))
+    # def _generate_examples(self, filepaths, split):
+    #     # Iterate through all JSON files for this split
+    #     for scene_idx, filepath in enumerate(filepaths):
+    #         print(filepath)
+    #         with open(filepath, "r", encoding="utf-8") as f:
+    #             data = json.load(f)
+    #             scene_name = os.path.basename(os.path.dirname(filepath))
 
-                for frame_idx, frame in enumerate(data["frames"]):
-                    # Build absolute paths relative to JSON file location
-                    base_dir = os.path.dirname(filepath)
+    #             for frame_idx, frame in enumerate(data["frames"]):
+    #                 # Build absolute paths relative to JSON file location
+    #                 base_dir = os.path.dirname(filepath)
                     
-                    # Generate unique key using scene and frame indices
-                    unique_key = f"{scene_name}_{split}_{scene_idx}_{frame_idx}"
+    #                 # Generate unique key using scene and frame indices
+    #                 unique_key = f"{scene_name}_{split}_{scene_idx}_{frame_idx}"
                     
-                    yield unique_key, {
-                        "image": os.path.join(base_dir, frame["file_path"]),
-                        "depth": os.path.join(base_dir, frame["depth_file_path"]),
-                        "mask": os.path.join(base_dir, frame["mask_file_path"]),
-                        "transform_matrix": frame["transform_matrix"],
-                        "rotation": frame.get("rotation", 0.0)
-                    }
+    #                 yield unique_key, {
+    #                     "image": os.path.join(base_dir, frame["file_path"]),
+    #                     "depth": os.path.join(base_dir, frame["depth_file_path"]),
+    #                     "mask": os.path.join(base_dir, frame["mask_file_path"]),
+    #                     "transform_matrix": frame["transform_matrix"],
+    #                     "rotation": frame.get("rotation", 0.0)
+    #                 }
+    def _generate_examples(self, filepaths, split):
+    for filepath in filepaths:
+        # Add validation for JSON files
+        if not filepath.endswith(".json") or os.path.isdir(filepath):
+            continue
+            
+        with open(filepath, "r", encoding="utf-8") as f:
+            try:
+                data = json.load(f)
+            except json.JSONDecodeError:
+                continue
+
+            scene_name = os.path.basename(os.path.dirname(filepath))
+            
+            for frame_idx, frame in enumerate(data.get("frames", [])):
+                base_dir = os.path.dirname(filepath)
+                
+                yield f"{scene_name}_{frame_idx}", {
+                    "image": os.path.join(base_dir, frame["file_path"]),
+                    "depth": os.path.join(base_dir, frame["depth_file_path"]),
+                    "mask": os.path.join(base_dir, frame["mask_file_path"]),
+                    "transform_matrix": frame["transform_matrix"],
+                    "rotation": frame.get("rotation", 0.0)
+                }