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Upload create_dataset.py

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  1. create_dataset.py +18 -0
create_dataset.py ADDED
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+ from datasets import load_dataset
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+
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+ def main():
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+
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+ raw_data = load_dataset("amazon_reviews_multi", "zh")
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+ raw_data = raw_data.rename_column("review_id", "id")
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+ raw_data = raw_data.rename_column("review_body", "text")
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+ raw_data = raw_data.rename_column("stars", "label")
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+ raw_data = raw_data.remove_columns(["product_id", "reviewer_id", "review_title", "language", "product_category"])
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+
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+
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+ for split, dataset in raw_data.items():
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+ dataset.to_json(f"{split}.jsonl")
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+
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+ if __name__ == "__main__":
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+ main()
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+