Task 7

openpi_v2.py

@@ -343,4 +343,35 @@ class OpenpiV2(datasets.GeneratorBasedBuilder):
                             }
 
         elif self.config.name == "Task 7":
-            pass
+            with open(filepath) as f:
+                dataset = json.load(f)
+
+                for id_ in dataset:
+                    N = len(dataset[id_]["image_urls"])
+
+                    for i in range(N):
+                        image_url = dataset[id_]["image_urls"][i]
+                        visual_attr = []
+                        non_visual_attr = []
+
+                        for state in dataset[id_]["states"]:
+                            if len(state["answers"][i]) > 0:
+                                visual = False
+                                non_visual = False
+                                
+                                for el in state["answers_openpiv1_metadata"]["modality"][i].split(" | "):
+                                    visual = (visual or (el == "with_image"))
+                                    non_visual = (non_visual or (el == "without_image"))
+
+                                change_str = "[" + state["attribute"] + "] of [" + state["entity"] + "] changed"
+                                
+                                if visual:
+                                    visual_attr.append(change_str)
+                                if non_visual:
+                                    non_visual_attr.append(change_str)
+                       
+                        yield int(id_), {
+                            "image_url": image_url,
+                            "visual_attr": visual_attr,
+                            "non_visual_attr": non_visual_attr
+                        }