rl_code/xulinscripts/check_turingeyetest_format.py

#!/usr/bin/env python3
"""
检查TuringEyeTest数据集的格式
"""

from datasets import load_from_disk

def main():
    print("=== 检查TuringEyeTest数据集格式 ===")
    
    # 加载数据集
    dataset_path = "/mnt/moonfs/kimiv-ksyun/xulin/datasets/TuringEyeTest"
    dataset = load_from_disk(dataset_path)
    
    print(f"数据集结构:")
    print(dataset)
    print()
    
    # 查看每个split的信息
    for split_name in dataset.keys():
        split_data = dataset[split_name]
        print(f"=== {split_name} ===")
        print(f"样本数: {len(split_data)}")
        print(f"列名: {split_data.column_names}")
        print(f"特征: {split_data.features}")
        
        # 查看第一个样本
        if len(split_data) > 0:
            example = split_data[0]
            print(f"第一个样本:")
            for key, value in example.items():
                if key == "Image":
                    print(f"  {key}: {type(value)} - 尺寸: {value.size if hasattr(value, 'size') else 'N/A'}")
                else:
                    print(f"  {key}: {repr(value)}")
        print()

if __name__ == "__main__":
    main()