AI_customer_service/auto_test.py

import time
from tqdm import tqdm
from module.qa_chain import QAChain
from utils.logger_config import setup_logger

logger = setup_logger(__name__)

# def auto_runtest(test_file, save_file):
#     custom_config = "config/qa_config.json"
#     custom_chain = QAChain(config_path=custom_config)

#     test_case = []
#     with open(test_file, 'r', encoding='utf-8') as file:
#         for line in file:
#             if "客户" in line:
#                 test_case.append(line.strip())

#     with open(save_file, 'w', encoding='utf-8') as file:
#         for case in tqdm(test_case):
#             file.write(f"用户：{case}\n")
#             result = custom_chain.invoke({"question":case})
#             file.write(f"回答：{result['answer']}\n")
#             file.write("\n")


def auto_runtest(test_file, save_file):
    try:
        custom_config = "config/qa_config.json"
        custom_chain = QAChain(config_path=custom_config)

        test_case = []
        with open(test_file, 'r', encoding='utf-8') as file:
            for line in file:
                if "客户" in line:
                    test_case.append(line.strip())

        with open(save_file, 'w', encoding='utf-8') as file:
            for case in tqdm(test_case):
                try:
                    file.write(f"{case}\n")
                    result = custom_chain.invoke({"question": case})
                    answer = result.get('answer', '系统无响应')
                    file.write(f"回答：{answer}\n")
                except Exception as e:
                    logger.error(f"处理案例失败: {case}, 错误: {str(e)}")
                    file.write(f"回答：系统处理失败，请稍后重试\n")
                finally:
                    file.write("\n")
                    
    except Exception as e:
        logger.error(f"测试执行失败: {str(e)}")
        with open(save_file, 'w', encoding='utf-8') as file:
            file.write(f"测试执行错误: {str(e)}")

if __name__ == "__main__":     

    # 使用自定义配置文件
    label = input("请输入标签: ")
    test_file = f"./test_case/{label}_测试用例.txt"
    save_file = f"./test_result/{label}_deepseek0324.txt"

    auto_runtest(test_file, save_file)