ai_la/base6/test_coze_difficulty.py

import requests
import json
import time

# 服务器配置
BASE_URL = "http://localhost:8080"

def test_ai_question_generation_with_difficulty():
    """
    测试AI生成题目接口的difficulty字段功能
    """
    print("=== AI题目生成difficulty字段测试 ===")
    
    # 测试不同难度级别
    difficulties = ["简单", "中等", "困难"]
    
    for difficulty in difficulties:
        print(f"\n--- 测试难度级别: {difficulty} ---")
        
        # 构建请求参数
        params = {
            "goalId": 1,  # 使用测试goalId
            "subject": "数学",
            "goalType": "选择",
            "difficulty": difficulty,
            "totalQuantity": 2,
            "goalContent": "测试题目生成"
        }
        
        try:
            # 调用AI生成题目接口
            print(f"发送请求参数: {json.dumps(params, ensure_ascii=False)}")
            response = requests.post(
                f"{BASE_URL}/api/ai/auto-generate",
                params=params,
                timeout=60
            )
            
            print(f"响应状态码: {response.status_code}")
            
            if response.status_code == 200:
                result = response.json()
                print(f"响应数据: {json.dumps(result, ensure_ascii=False, indent=2)}")
                
                # 检查返回的goalId
                if 'goalId' in result:
                    goal_id = result['goalId']
                    print(f"生成的goalId: {goal_id}")
                    
                    # 等待一下让数据保存完成
                    time.sleep(2)
                    
                    # 获取生成的题目并检查difficulty字段
                    check_questions_difficulty(goal_id, difficulty)
                else:
                    print("❌ 响应中没有goalId")
            else:
                print(f"❌ 请求失败: {response.text}")
                
        except Exception as e:
            print(f"❌ 请求异常: {str(e)}")
        
        print("-" * 50)

def check_questions_difficulty(goal_id, expected_difficulty):
    """
    检查生成题目的difficulty字段
    """
    try:
        # 获取题目列表
        response = requests.get(
            f"{BASE_URL}/api/ai/questions/{goal_id}",
            timeout=30
        )
        
        if response.status_code == 200:
            questions = response.json()
            print(f"获取到 {len(questions)} 道题目")
            
            for i, question in enumerate(questions, 1):
                difficulty = question.get('difficulty')
                print(f"题目 {i}:")
                print(f"  - ID: {question.get('id')}")
                print(f"  - 题目: {question.get('question', '')[:50]}...")
                print(f"  - 难度: {difficulty}")
                print(f"  - 预期难度: {expected_difficulty}")
                
                if difficulty == expected_difficulty:
                    print(f"  ✅ 难度字段正确")
                elif difficulty is None:
                    print(f"  ❌ 难度字段为null")
                else:
                    print(f"  ⚠️ 难度字段不匹配")
                print()
        else:
            print(f"❌ 获取题目失败: {response.status_code} - {response.text}")
            
    except Exception as e:
        print(f"❌ 检查题目异常: {str(e)}")

def check_database_difficulty():
    """
    直接检查数据库中的difficulty字段状态
    """
    print("\n=== 检查数据库difficulty字段状态 ===")
    
    try:
        # 获取最近的题目数据 - 使用goalId=1来获取题目
        response = requests.get(
            f"{BASE_URL}/api/ai/questions/1",
            timeout=30
        )
        
        if response.status_code == 200:
            data = response.json()
            questions = data.get('data', [])
            print(f"获取到最近 {len(questions)} 道题目")
            
            null_count = 0
            valid_count = 0
            
            for i, question in enumerate(questions):
                # 确保question是字典类型
                if isinstance(question, dict):
                    difficulty = question.get('difficulty')
                    content = question.get('content', '未知题目')
                    print(f"题目 {i+1}: {content[:30]}... - difficulty: {difficulty}")
                    
                    if difficulty:
                        print(f"✅ 题目 {i+1} difficulty字段正常: {difficulty}")
                        valid_count += 1
                    else:
                        print(f"❌ 题目 {i+1} difficulty字段为空或null")
                        null_count += 1
                else:
                    print(f"❌ 题目 {i+1} 数据格式异常: {type(question)}")
                    null_count += 1
            
            print(f"统计结果:")
            print(f"  - 有效difficulty字段: {valid_count}")
            print(f"  - null difficulty字段: {null_count}")
            
            if null_count > 0:
                print(f"⚠️ 发现 {null_count} 个null difficulty字段")
            else:
                print(f"✅ 所有difficulty字段都有效")
                
        else:
            print(f"❌ 获取最近题目失败: {response.status_code}")
            
    except Exception as e:
        print(f"❌ 检查数据库异常: {str(e)}")

if __name__ == "__main__":
    print("开始测试AI生成题目接口的difficulty字段功能...")
    
    # 测试AI题目生成
    test_ai_question_generation_with_difficulty()
    
    # 检查数据库状态
    check_database_difficulty()
    
    print("\n测试完成!")