import pandas as pd

# 读取CSV文件
df = pd.read_csv("data/val/car_use_val.csv")
correct_num = 0
total_num = 0

# 遍历每一行并生成选择题文本
for index, row in df.iterrows():
    question_text = row['question']
    options = [row['A'], row['B'], row['C'], row['D']]
    answer = row['answer']

    # 生成选择题文本
    question_text = f"{question_text}\n"
    for i, option in enumerate(options):
        question_text += f"{chr(65 + i)}. {option}\n"

    # 打印生成的选择题
    print(f"问题 {index + 1}:")
    print(question_text)
    user_answer = input("请输入你的答案: ")
    df.loc[index, 'user_answer'] = user_answer
    print(f"答案: {answer}\n")
    total_num += 1
    if user_answer == answer:
        print("回答正确！\n")
        correct_num += 1
    else:
        print("回答错误！\n")

# 计算正确率
correct_ratio = 100 * correct_num / total_num
print(f"正确率: {correct_ratio}%")
#结果保存到文件
df.to_csv("logs/car_use_val_gpt3.5_" + str(correct_ratio) + ".csv")