Upload create_dataset.py

create_dataset.py

@@ -0,0 +1,21 @@
+from datasets import load_dataset
+import numpy as np
+
+
+def main():
+
+	raw_data = load_dataset("xglue", "nc")
+	raw_data = raw_data.rename_column("news_body", "text")
+	raw_data = raw_data.remove_columns(["news_title"])
+	raw_data = raw_data.rename_column("news_category", "label")
+	labels = raw_data["train"].features["label"]
+
+	for split, dataset in raw_data.items():
+		len_data = len(dataset)
+		dataset = dataset.add_column("id", np.arange(len_data))
+		dataset = dataset.map(lambda x: {"label_text": labels.int2str(x["label"])}, num_proc=4)	
+		dataset.to_json(f"{split}.jsonl")
+
+if __name__ == "__main__":
+	main()
+