🐛 first final fixes

many_emotions.py

@@ -4,8 +4,7 @@ from typing import List
 import datasets
 from datasets import ClassLabel, Value, load_dataset
 
-_URLS = {
-}
+_LANGUAGES = ["en", "fr", "it", "es", "de"]
 
 _SUB_CLASSES = [
     "anger",
@@ -64,7 +63,7 @@ class EmotionsDataset(datasets.GeneratorBasedBuilder):
         EmotionsDatasetConfig(
             name="raw",
             label_classes=_SUB_CLASSES,
-            features=["text", "label", "dataset", "license", "language"]
+            features=["text", "label", "dataset", "license"]
         ),
         EmotionsDatasetConfig(
             name="split",
@@ -73,7 +72,7 @@ class EmotionsDataset(datasets.GeneratorBasedBuilder):
         )
     ]
 
-    DEFAULT_CONFIG_NAME = "all"
+    DEFAULT_CONFIG_NAME = "split"
 
     def _info(self):
         return datasets.DatasetInfo(
@@ -84,7 +83,7 @@ class EmotionsDataset(datasets.GeneratorBasedBuilder):
                     'label': ClassLabel(names=_SUB_CLASSES, id=None),
                     'dataset': Value(dtype='string', id=None),
                     'license': Value(dtype='string', id=None),
-                    'language': Value(dtype='string', id=None)
+                    'language': ClassLabel(names=_LANGUAGES, id=None)
                 }
             )
         )
@@ -93,7 +92,7 @@ class EmotionsDataset(datasets.GeneratorBasedBuilder):
         splits = []
         if self.config.name == "raw":
             downloaded_files = dl_manager.download_and_extract(["data/many_emotions.json.gz"])
-            for lang in ["en", "fr", "it", "es", "de"]:
+            for lang in _LANGUAGES:
                 splits.append(datasets.SplitGenerator(name=lang,
                                                       gen_kwargs={"filepaths": downloaded_files,
                                                                   "language": lang,
@@ -138,5 +137,5 @@ class EmotionsDataset(datasets.GeneratorBasedBuilder):
 
 
 if __name__ == "__main__":
-    dataset = load_dataset("ma2za/many_emotions", name="raw")
+    dataset = load_dataset("ma2za/many_emotions", name="split")
     print()