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import json |
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import argparse |
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def check_data_types(jsonl_file_path): |
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with open(jsonl_file_path, 'r') as f: |
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for i, line in enumerate(f): |
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data = json.loads(line) |
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if not isinstance(data.get('text', None), str): |
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print(f"Inconsistent data type at row {i+1}. 'text' is not a string.") |
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if not isinstance(data.get('language', None), str): |
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print(f"Inconsistent data type at row {i+1}. 'language' is not a string.") |
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if __name__ == "__main__": |
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parser = argparse.ArgumentParser(description='Check data types in a JSONL file.') |
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parser.add_argument('--jsonl_file_path', required=True, help='Path to the JSONL file.') |
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args = parser.parse_args() |
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check_data_types(args.jsonl_file_path) |
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