Upload add_translation.py

add_translation.py

@@ -0,0 +1,26 @@
+from datasets import load_dataset
+from googletrans import Translator
+
+def main():
+    translator = Translator()
+    raw_ds = load_dataset('SetFit/amazon_massive_intent_de-DE')
+    for split, dset in raw_ds.items():
+        if split =='validation':
+            label_text = dset['label_text']
+            translations = []
+            progress = 0
+            for text in label_text:
+                progress+=1
+                if progress%1000 == 0:
+                    print(progress)
+                    print(translation)
+                text = text.replace("_", " ")
+                translation = translator.translate(text, dest='german').text
+                translations.append(translation)
+            dset = dset.add_column("label_text_de", translations)        
+            dset.to_json(f"{split}.jsonl")
+
+if __name__ == "__main__":
+	main()
+
+