import json
# 文件路径
file_path = 'transformed_datat.json'

# 读取JSON数据
with open(file_path, 'r', encoding='utf-8') as file:
    data = json.load(file)


# 按 label 分类数据
safe_data = [item for item in data if item['label'] == 'safe']
unsafe_data = [item for item in data if item['label'] == 'unsafe']

# 保存到不同的文件
with open('safe_data.json', 'w') as safe_file:
    json.dump(safe_data, safe_file, indent=4)

with open('unsafe_data.json', 'w') as unsafe_file:
    json.dump(unsafe_data, unsafe_file, indent=4)

print("Data has been saved to 'safe_data.json' and 'unsafe_data.json'")