Sp1786 commited on
Commit
dacf049
1 Parent(s): 54f4d74

create dataset file added

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  1. create_dataset.py +26 -0
create_dataset.py ADDED
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+ from datasets import DatasetDict, load_dataset
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+ import csv
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+ import json
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+
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+ def main():
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+ for split in ["train", "val", "test"]:
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+ input_file = csv.DictReader(open(f"{split}_df.csv"))
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+
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+ with open(f'{split}.jsonl', 'w') as fout:
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+ for row in input_file:
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+ fout.write(json.dumps({'id': row['id'], 'text': row['text'], 'label': row['label'], 'sentiment': row['sentiment']})+"\n")
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+
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+
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+ """
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+ train_dset = load_dataset("csv", data_files="train_df.csv", split="train")
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+ val_dset = load_dataset("csv", data_files="val_df.csv", split="val")
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+ test_dset = load_dataset("csv", data_files="test_df.csv", split="test")
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+ raw_dset = DatasetDict()
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+ raw_dset["train"] = train_dset
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+ raw_dset["test"] = test_dset
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+ for split, dset in raw_dset.items():
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+ dset.to_json(f"{split}.jsonl")
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+ """
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+
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+ if __name__ == "__main__":
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+ main()