| from datasets import load_dataset | |
| from googletrans import Translator | |
| def main(): | |
| translator = Translator() | |
| raw_ds = load_dataset('SetFit/amazon_massive_intent_ru-RU') | |
| for split, dset in raw_ds.items(): | |
| 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='russian').text | |
| translations.append(translation) | |
| dset = dset.add_column("label_text_ru", translations) | |
| dset.to_json(f"{split}.jsonl") | |
| if __name__ == "__main__": | |
| main() | |