luketheduke commited on
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756ad8d
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Upload create_dataset.py

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  1. create_dataset.py +33 -0
create_dataset.py ADDED
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+ from datasets import load_dataset
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+ import os
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+ import sys
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+ import json
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+ os.chdir(sys.path[0])
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+
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+ with open('CR_TEST.json', 'r') as f:
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+ jsonfile_test = json.load(f)
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+
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+
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+ def main(jsonfile, split):
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+ writefile = f"{split}.jsonl"
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+ with open(writefile, 'a') as f:
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+ for dict in jsonfile:
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+ if dict['label'] == 'negative':
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+ label = 0
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+ elif dict['label'] == 'positive':
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+ label = 1
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+ json_dict = {'text': dict['text'],
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+ 'label': label,
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+ 'label_text': dict['label']}
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+
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+ f.write(json.dumps(json_dict)+'\n')
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+
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+ if __name__ == "__main__":
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+ with open('CR_Test.json', 'r') as f:
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+ jsonfile_test = json.load(f)
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+ with open('CR_Train.json', 'r') as f:
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+ jsonfile_train = json.load(f)
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+ main(jsonfile=jsonfile_test, split='test')
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+ main(jsonfile=jsonfile_train, split='train')
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+
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+ print("Job's done!")