Adding Tasks 1, 3, 4, 7

openpi_v2.py

@@ -106,7 +106,101 @@ class OpenpiV2(datasets.GeneratorBasedBuilder):
                 }"""
             ),
             url = _HOMEPAGE
-        )
+        ),
+        OpenpiConfig(
+            name = "Task 1"
+            description = textrwap.dedent(
+                """\
+                Given paragraph (e.g., with 5 steps), identify entities that change 
+                (challenge: implicit entities, some explicit entities that don’t change)."""
+            ),
+            features = dataset.Features({
+                "steps": [datasets.Value("string")]
+                "entity_changes": [datasets.Value("string")]
+            })
+            data_url = _URLS,
+            citation = textwrap.dedent(
+                """\
+                @inproceedings{
+                    title={},
+                    author={},
+                    booktitle={},
+                    year={}
+                }"""
+            ),
+            url = _HOMEPAGE
+        ),
+        OpenpiConfig(
+            name = "Task 3"
+            description = textrwap.dedent(
+                """\
+                Given paragraph (e.g., with 5 steps), identify the attributes of entity that change 
+                (challenge: implicit entities, attributes & many combinations)."""
+            ),
+            features = dataset.Features({
+                "steps": [datasets.Value("string")]
+                "attr_entity_changes": [datasets.Value("string")]
+            })
+            data_url = _URLS,
+            citation = textwrap.dedent(
+                """\
+                @inproceedings{
+                    title={},
+                    author={},
+                    booktitle={},
+                    year={}
+                }"""
+            ),
+            url = _HOMEPAGE
+        ),
+        OpenpiConfig(
+            name = "Task 4"
+            description = textrwap.dedent(
+                """\
+                Task 4: Given paragraph & an entity, identify the sequence of attribute value changes 
+                (challenge: implicit attributes)."""
+            ),
+            features = dataset.Features({
+                "steps": [datasets.Value("string")]
+                "entity": datasets.Value("string")
+                "attribute_changes": [datasets.Value("string")]
+            })
+            data_url = _URLS,
+            citation = textwrap.dedent(
+                """\
+                @inproceedings{
+                    title={},
+                    author={},
+                    booktitle={},
+                    year={}
+                }"""
+            ),
+            url = _HOMEPAGE
+        ),
+        OpenpiConfig(
+            name = "Task 7"
+            description = textrwap.dedent(
+                """\
+                Task 7: Given image url, identify the visual attributes of entity and 
+                non-visual attributes of entity that change."""
+            ),
+            features = dataset.Features({
+                "image_url": datasets.Value("string")
+                "visual_attr": [datasets.Value("string")]
+                "non_visual_attr": [datasets.Value("string")]
+            })
+            data_url = _URLS,
+            citation = textwrap.dedent(
+                """\
+                @inproceedings{
+                    title={},
+                    author={},
+                    booktitle={},
+                    year={}
+                }"""
+            ),
+            url = _HOMEPAGE
+        ),
     ]
 
     def _info(self):
@@ -145,20 +239,31 @@ class OpenpiV2(datasets.GeneratorBasedBuilder):
     def _generate_examples(self, filepath):
         logger.info("generating examples from = %s", filepath)
 
-        with open(filepath) as f:
-            dataset = json.load(f)
+        if self.config.name == "openpi_text":
+            with open(filepath) as f:
+                dataset = json.load(f)
+    
+                for id_ in dataset:
+                    print (dataset[id_])
+                    print ("--------------")
+                    print (filepath)
 
-            for id_ in dataset:
-                print (dataset[id_])
-                print ("--------------")
-                print (filepath)
-
-                yield int(id_), {
-                    "goal": dataset[id_]["goal"],
-                    "steps": dataset[id_]["steps"],
-                    "topics": dataset[id_]["topics"],
-                    "image_urls": dataset[id_]["image_urls"],
-                    "states": dataset[id_]["states"],
-                }
- 
+                    yield int(id_), {
+                        "goal": dataset[id_]["goal"],
+                        "steps": dataset[id_]["steps"],
+                        "topics": dataset[id_]["topics"],
+                        "image_urls": dataset[id_]["image_urls"],
+                        "states": dataset[id_]["states"],
+                    }
+        
+        elif self.config.name == "Task 1":
+            pass            
+        
+        elif self.config.name == "Task 3":
+            pass
+        
+        elif self.config.name == "Task 4":
+            pass
         
+        elif self.config.name == "Task 7":
+            pass