debug

ScienceQA.py

@@ -63,20 +63,20 @@ class ScienceQADataset(datasets.GeneratorBasedBuilder):
     def _info(self):
         features = datasets.Features(
             {
-                #"question": datasets.Value("string"),
-                #"choices": datasets.Sequence(datasets.Value("string")),
-                #"answer": datasets.Value("int32"),
-                #"hint": datasets.Value("string"),
+                "question": datasets.Value("string"),
+                "choices": datasets.Sequence(datasets.Value("string")),
+                "answer": datasets.Value("int32"),
+                "hint": datasets.Value("string"),
                 "image": datasets.Image(),
-                #"task": datasets.Value("string"),
-                #"grade": datasets.Value("string"),
-                #"subject": datasets.Value("string"),
-                #"topic": datasets.Value("string"),
-                #"category": datasets.Value("string"),
-                #"skill": datasets.Value("string"),
-                #"lecture": datasets.Value("string"),
-                #"solution": datasets.Value("string"),
-                #"split": datasets.Value("string"),
+                "task": datasets.Value("string"),
+                "grade": datasets.Value("string"),
+                "subject": datasets.Value("string"),
+                "topic": datasets.Value("string"),
+                "category": datasets.Value("string"),
+                "skill": datasets.Value("string"),
+                "lecture": datasets.Value("string"),
+                "solution": datasets.Value("string"),
+                "split": datasets.Value("string"),
             }
         )
         return datasets.DatasetInfo(
@@ -115,8 +115,12 @@ class ScienceQADataset(datasets.GeneratorBasedBuilder):
     def _generate_examples(self, pid_splits_path, problems_path, images_path, split_name):
         #pid_splits = json.load(open(pid_splits_path, "r"))
         #problems = json.load(open(problems_path, "r"))
-        pid_splits = {"train": ["1"], "val": ["7"], "test": ["5"]}
-        problems = {"1": {"image": "image.png"}, "5": {"image": "image.png"}, "7": {"image": "image.png"}}
+
+        #pid_splits = {"train": ["1"], "val": ["7"], "test": ["5"]}
+        #problems = {"1": {"image": "image.png"}, "5": {"image": "image.png"}, "7": {"image": "image.png"}}
+
+        pid_splits = json.load(open("/gpfswork/rech/cnw/urd43gx/pid_splits.json", "r"))
+        problems = json.load(open("/gpfswork/rech/cnw/urd43gx/problems.json", "r"))
 
         for idx, key in enumerate(pid_splits[split_name]):
             example = problems[key]