Rename Dataset loading script.py to script.py

Dataset loading script.py → script.py

@@ -23,7 +23,7 @@ _URLS = {
     "hero_hero_comic": "https://drive.google.com/file/d/1wel0zjoa8GvBo255dlX7cVOPF9XbvQrI/view?usp=sharing",
 }
 
-class NCEducationDataset(datasets.GeneratorBasedBuilder):
+class Marvel(datasets.GeneratorBasedBuilder):
 
     VERSION = datasets.Version("1.0.1")
 
@@ -35,31 +35,31 @@ class NCEducationDataset(datasets.GeneratorBasedBuilder):
     DEFAULT_CONFIG_NAME = "adjacency_list"
 
     def _info(self):
-      if self.config.name == "adjacency_list":  # This is the name of the configuration selected in BUILDER_CONFIGS above
-          features = datasets.Features(
-              {
-                  "hero1": datasets.Value("string"),
-                  "hero2": datasets.Value("string"),
-                  "counts": datasets.Value("int64")
-                  # These are the features of your dataset like images, labels ...
-              }
-          )
-      else:  # This is an example to show how to have different features for "first_domain" and "second_domain"
-          features = datasets.Features(
-              {
-                  "hero1": datasets.Value("string"),
-                  "hero2": datasets.Value("string"),
-                  "comic": datasets.Value("int64")
-                  # These are the features of your dataset like images, labels ...
-              }
-          )
-      return datasets.DatasetInfo(
-          description=_DESCRIPTION,
-          features=features,
-          homepage=_HOMEPAGE,
-          license=_LICENSE,
-          citation=_CITATION,
-      )
+        if self.config.name == "adjacency_list":  # This is the name of the configuration selected in BUILDER_CONFIGS above
+            features = datasets.Features(
+                {
+                    "hero1": datasets.Value("string"),
+                    "hero2": datasets.Value("string"),
+                    "counts": datasets.Value("int64")
+                    # These are the features of your dataset like images, labels ...
+                }
+            )
+        else:  # This is an example to show how to have different features for "first_domain" and "second_domain"
+            features = datasets.Features(
+                {
+                    "hero1": datasets.Value("string"),
+                    "hero2": datasets.Value("string"),
+                    "comic": datasets.Value("int64")
+                    # These are the features of your dataset like images, labels ...
+                }
+            )
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=features,
+            homepage=_HOMEPAGE,
+            license=_LICENSE,
+            citation=_CITATION,
+        )
 
 
     def _split_generators(self, dl_manager):
@@ -75,29 +75,19 @@ class NCEducationDataset(datasets.GeneratorBasedBuilder):
         ]
 
     def _generate_examples(self, filepath):
-        data = {}
-        with open(filepath, "r", encoding="utf-8") as file:
-          csv_reader = csv.DictReader(file)
-          for row in csv_reader:
-            if self.config.name == "adjacency_list":
-              hero1 = row["hero1"]
-              hero2 = row["hero2"]
-              counts = int(row["counts"])
-            else:
-              hero1 = row["hero1"]
-              hero2 = row["hero2"]
-              comic = row["comic"]
-
-        for idx, (area_name, area_data) in enumerate(data.items()):
-          if self.config.name == "adjacency_list":
-            yield idx, {
-                "hero1": hero1,
-                "hero2": hero2,
-                "counts": counts,
-            }
-          else:
-            yield idx, {
-                "hero1": hero1,
-                "hero2": hero2,
-                "comic": comic,
-            }
+        """Generates examples as dictionaries."""
+        with open(filepath, encoding="utf-8") as csv_file:
+            reader = csv.DictReader(csv_file)
+            for id_, row in enumerate(reader):
+                if self.config.name == "adjacency_list":
+                    yield id_, {
+                        "hero1": row["hero1"],
+                        "hero2": row["hero2"],
+                        "counts": int(row["counts"]),
+                    }
+                elif self.config.name == "hero_hero_comic":
+                    yield id_, {
+                        "hero1": row["hero1"],
+                        "hero2": row["hero2"],
+                        "comic": int(row["comic"]),
+                    }