[dotenv@17.2.3] injecting env (13) from .env -- tip: 👥 sync secrets across teammates & machines: https://dotenvx.com/ops
[Config] Loaded .env file for development
[CacheFactory] Using MemoryCacheAdapter
🚀 开始测试 Day 2 Prompt 和服务...

📋 测试1: PromptBuilder基础功能
────────────────────────────────────────────────────────────

[1.1] 加载基础System Prompt...
2025-11-22 20:12:31.222 [aiclinical-backend] info: Building system prompt...
  {
  "env": "development",
  "instance": "LAPTOP-UH2VURTB",
  "pid": 53216
}
2025-11-22 20:12:31.224 [aiclinical-backend] info: System prompt loaded from D:\MyCursor\AIclinicalresearch\backend\src\modules\asl\fulltext-screening\prompts\system_prompt.md
  {
  "env": "development",
  "instance": "LAPTOP-UH2VURTB",
  "pid": 53216
}
✅ 成功！长度: 6699 字符
   - 包含"Cochrane": ✅
   - 包含"Lost in the Middle": ✅
   - 包含"逐段阅读": ✅

[1.2] 加载Cochrane标准...
2025-11-22 20:12:31.224 [aiclinical-backend] info: Building system prompt...
  {
  "env": "development",
  "instance": "LAPTOP-UH2VURTB",
  "pid": 53216
}
2025-11-22 20:12:31.225 [aiclinical-backend] info: Cochrane standard loaded: 随机化方法
  {
  "env": "development",
  "instance": "LAPTOP-UH2VURTB",
  "pid": 53216
}
2025-11-22 20:12:31.225 [aiclinical-backend] info: Cochrane standard loaded: 盲法
  {
  "env": "development",
  "instance": "LAPTOP-UH2VURTB",
  "pid": 53216
}
2025-11-22 20:12:31.225 [aiclinical-backend] info: Cochrane standard loaded: 结果完整性
  {
  "env": "development",
  "instance": "LAPTOP-UH2VURTB",
  "pid": 53216
}
2025-11-22 20:12:31.225 [aiclinical-backend] info: System prompt built successfully, total length: 31538 chars
  {
  "env": "development",
  "instance": "LAPTOP-UH2VURTB",
  "pid": 53216
}
✅ 成功！长度: 31538 字符（增加了 24839 字符）
   - 包含"随机化方法": ✅
   - 包含"盲法": ✅
   - 包含"结果完整性": ✅

[1.3] 加载Few-shot案例...
2025-11-22 20:12:31.225 [aiclinical-backend] info: Building system prompt...
  {
  "env": "development",
  "instance": "LAPTOP-UH2VURTB",
  "pid": 53216
}
2025-11-22 20:12:31.226 [aiclinical-backend] info: Few-shot example loaded: 信息在中间位置案例
  {
  "env": "development",
  "instance": "LAPTOP-UH2VURTB",
  "pid": 53216
}
2025-11-22 20:12:31.226 [aiclinical-backend] info: System prompt built successfully, total length: 14669 chars
  {
  "env": "development",
  "instance": "LAPTOP-UH2VURTB",
  "pid": 53216
}
✅ 成功！长度: 14669 字符
   - 包含"信息在中间位置": ✅

[1.4] MVP完整配置（Cochrane + Few-shot）...
2025-11-22 20:12:31.226 [aiclinical-backend] info: Building system prompt...
  {
  "env": "development",
  "instance": "LAPTOP-UH2VURTB",
  "pid": 53216
}
2025-11-22 20:12:31.226 [aiclinical-backend] info: System prompt built successfully, total length: 39508 chars
  {
  "env": "development",
  "instance": "LAPTOP-UH2VURTB",
  "pid": 53216
}
✅ 成功！长度: 39508 字符
   - 预估Token: 13169

[1.5] 加载JSON Schema...
✅ 成功！
   - 类型: object
   - 必需字段: fields, processing_log, verification, metadata
   - 12字段: ✅

[1.6] 构建User Prompt...
2025-11-22 20:12:31.226 [aiclinical-backend] info: Building user prompt...
  {
  "env": "development",
  "instance": "LAPTOP-UH2VURTB",
  "pid": 53216
}
2025-11-22 20:12:31.227 [aiclinical-backend] info: User prompt template loaded from D:\MyCursor\AIclinicalresearch\backend\src\modules\asl\fulltext-screening\prompts\user_prompt_template.md
  {
  "env": "development",
  "instance": "LAPTOP-UH2VURTB",
  "pid": 53216
}
2025-11-22 20:12:31.227 [aiclinical-backend] info: User prompt built successfully, total length: 4425 chars
  {
  "env": "development",
  "instance": "LAPTOP-UH2VURTB",
  "pid": 53216
}
✅ 成功！长度: 4425 字符
   - 包含PICOS: ✅
   - 包含全文: ✅

[1.7] 构建完整Prompt（System + User）...
2025-11-22 20:12:31.227 [aiclinical-backend] info: Building system prompt...
  {
  "env": "development",
  "instance": "LAPTOP-UH2VURTB",
  "pid": 53216
}
2025-11-22 20:12:31.227 [aiclinical-backend] info: Building user prompt...
  {
  "env": "development",
  "instance": "LAPTOP-UH2VURTB",
  "pid": 53216
}
2025-11-22 20:12:31.227 [aiclinical-backend] info: User prompt built successfully, total length: 4425 chars
  {
  "env": "development",
  "instance": "LAPTOP-UH2VURTB",
  "pid": 53216
}
2025-11-22 20:12:31.227 [aiclinical-backend] info: System prompt built successfully, total length: 39508 chars
  {
  "env": "development",
  "instance": "LAPTOP-UH2VURTB",
  "pid": 53216
}
✅ 成功！
   - System Prompt: 39508 字符
   - User Prompt: 4425 字符
   - 总计: 43933 字符
   - 预估Token: 14644

💾 完整Prompt已保存到: D:\MyCursor\AIclinicalresearch\backend\test-output/

✅ PromptBuilder测试全部通过！


📋 测试2: LLM12FieldsService（模拟模式）
────────────────────────────────────────────────────────────

[2.1] 创建LLM12FieldsService实例...
✅ 成功！

[2.2] 测试Nougat提取策略...
⏭️  跳过（需要实际PDF文件）

[2.3] 测试缓存Key生成...
✅ 缓存机制已集成（通过process12Fields验证）

[2.4] 测试成本计算...
测试Token数: 10000
   - deepseek-v3: ¥0.0100
   - qwen-max: ¥0.0400
   - gpt-4o: ¥0.3000
✅ 成本计算逻辑正确

✅ LLM12FieldsService测试完成（模拟模式）！

⚠️  注意: 实际LLM调用需要：
   1. 配置API Key（DeepSeek/Qwen）
   2. 准备测试PDF文件
   3. 运行集成测试

📋 测试3: Prompt文件完整性检查
────────────────────────────────────────────────────────────

检查必需文件:
   ✅ system_prompt.md
      大小: 10KB
   ✅ user_prompt_template.md
      大小: 5KB
   ✅ json_schema.json
      大小: 14KB
   ✅ cochrane_standards/随机化方法.md
      大小: 8KB
   ✅ cochrane_standards/盲法.md
      大小: 11KB
   ✅ cochrane_standards/结果完整性.md
      大小: 12KB
   ✅ few_shot_examples/信息在中间位置案例.md
      大小: 10KB

✅ 所有必需文件都存在！

============================================================
🎉 所有测试完成！Day 2 Prompt和服务验证通过！
============================================================

📋 下一步建议:
   1. 查看生成的Prompt文件（test-output/目录）
   2. 配置API Key准备集成测试
   3. 继续Day 3开发（验证服务）