from datasets import load_dataset


def main():

	raw_data = load_dataset("amazon_reviews_multi", "zh")
	raw_data = raw_data.rename_column("review_id", "id")
	raw_data = raw_data.rename_column("review_body", "text")
	raw_data = raw_data.rename_column("stars", "label")
	raw_data = raw_data.remove_columns(["product_id", "reviewer_id", "review_title", "language", "product_category"])


	for split, dataset in raw_data.items():
		dataset.to_json(f"{split}.jsonl")

if __name__ == "__main__":
	main()