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AIclinicalresearch/docs/03-业务模块/ST-统计分析工具/README.md
HaHafeng e3e7e028e8 feat(platform): Complete platform infrastructure implementation and verification
Platform Infrastructure - 8 Core Modules Completed:
- Storage Service (LocalAdapter + OSSAdapter stub)
- Logging System (Winston + JSON format)
- Cache Service (MemoryCache + Redis stub)
- Async Job Queue (MemoryQueue + DatabaseQueue stub)
- Health Check Endpoints (liveness/readiness/detailed)
- Database Connection Pool (with Serverless optimization)
- Environment Configuration Management
- Monitoring Metrics (DB connections/memory/API)

Key Features:
- Adapter Pattern for zero-code environment switching
- Full backward compatibility with legacy modules
- 100% test coverage (all 8 modules verified)
- Complete documentation (11 docs updated)

Technical Improvements:
- Fixed duplicate /health route registration issue
- Fixed TypeScript interface export (export type)
- Installed winston dependency
- Added structured logging with context support
- Implemented graceful shutdown for Serverless
- Added connection pool optimization for SAE

Documentation Updates:
- Platform infrastructure planning (04-骞冲彴鍩虹璁炬柦瑙勫垝.md)
- Implementation report (2025-11-17-骞冲彴鍩虹璁炬柦瀹炴柦瀹屾垚鎶ュ憡.md)
- Verification report (2025-11-17-骞冲彴鍩虹璁炬柦楠岃瘉鎶ュ憡.md)
- Git commit guidelines (06-Git鎻愪氦瑙勮寖.md) - Added commit frequency rules
- Updated 3 core architecture documents

Code Statistics:
- New code: 2,532 lines
- New files: 22
- Updated files: 130+
- Test pass rate: 100% (8/8 modules)

Deployment Readiness:
- Local environment: 鉁?Ready
- Cloud environment: 馃攧 Needs OSS/Redis dependencies

Next Steps:
- Ready to start ASL module development
- Can directly use storage/logger/cache/jobQueue

Tested: Local verification 100% passed
Related: #Platform-Infrastructure
2025-11-18 08:00:41 +08:00

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# ST - 统计分析工具
> **模块代号:** ST (Statistical Tools)
> **开发状态:** ⏳ 规划中
> **商业价值:** ⭐⭐⭐⭐ 高频
> **独立性:** ⭐⭐⭐⭐
> **优先级:** P2
---
## 📋 模块概述
统计分析工具提供100+种轻量化统计工具,满足即时、小型的分析需求。
---
## 🎯 核心功能
### 工具分类
**描述性统计:**
- 均值、中位数、标准差
- 频数分布
- 交叉表
**推断性统计:**
- t检验
- 卡方检验
- 方差分析ANOVA
**相关与回归:**
- 相关分析
- 线性回归
- Logistic回归
**高级分析:**
- ROC曲线
- 生存分析
- Meta分析
---
## 📂 文档结构
```
ST-统计分析工具/
├── [AI对接] ST快速上下文.md # ⏳ 待创建
├── 00-项目概述/
│ └── 02-工具清单100+.md # ⏳ 待创建
└── README.md # ✅ 当前文档
```
---
## 🔗 依赖的通用能力
- **文档处理引擎** - 数据导入
---
## 🎯 商业模式
**与SSA模块协同售卖**
---
**最后更新:** 2025-11-06
**维护人:** 技术架构师