readme

overlim.py

@@ -309,7 +309,7 @@ _LANGUAGES = {"sv", "da", "nb"}
 
 class OverLimConfig(datasets.BuilderConfig):
     """BuilderConfig for Suc."""
-    def __init__(self, name, description, features, citation, language, label_classes=("False", "True"), **kwargs):
+    def __init__(self, name, description, features, citation, language, label_classes=None, **kwargs):
         """BuilderConfig for OverLim.
         """
         self.full_name = name + "_" + language
@@ -423,7 +423,11 @@ class OverLim(datasets.GeneratorBasedBuilder):
     BUILDER_CONFIGS = [element for inner in BUILDER_CONFIGS for element in inner]
 
     def _info(self):
-        features = {feature: datasets.Value("string") for feature in self.config.features}
+        features = {feature: datasets.Value("string") for feature in self.config.features if feature != "label"}
+        if self.config.label_classes:
+            features["label"] = datasets.features.ClassLabel(names=self.config.label_classes)
+        else:
+            features["label"] = datasets.Value("float32")
         features["idx"] = datasets.Value("int32")
 
         return datasets.DatasetInfo(
@@ -474,16 +478,34 @@ class OverLim(datasets.GeneratorBasedBuilder):
 
 def _cast_label(label):
     """Converts the label into the appropriate string version."""
-    if isinstance(label, str):
+    try:
+        label = float(label)
         return label
-    elif isinstance(label, bool):
-        return "True" if label else "False"
-    # return label
-    elif isinstance(label, int):
-        assert label in (0, 1)
+    except ValueError:
+        pass
+    try:
+        label = int(label)
         return label
-    elif isinstance(label, float):
+    except ValueError:
+        pass
+    try:
+        label = int(bool(label))
         return label
-        # return str(label)
+    except ValueError:
+        pass
+    return label
+    
+
+    # if isinstance(label, str):
+    #     return label
+    # elif isinstance(label, bool):
+    #     return "True" if label else "False"
+    # # return label
+    # elif isinstance(label, int):
+    #     assert label in (0, 1)
+    #     return label
+    # elif isinstance(label, float):
+    #     return label
+    #     # return str(label)
     # else:
     #     raise ValueError("Invalid label format.")