diff --git a/DOCS_NAVIGATION.md b/DOCS_NAVIGATION.md new file mode 100644 index 000000000..cc10989e1 --- /dev/null +++ b/DOCS_NAVIGATION.md @@ -0,0 +1,258 @@ +# 📖 Evaluation Documents Navigation Guide +# 评估文档导航指南 + +**Last Updated / 最后更新**: 2026-01-30 +**PR**: #369 +**Status**: Re-scoped to protocol-only focus + +--- + +## 🎯 What Happened? / 发生了什么？ + +The original evaluation in PR #369 proposed a comprehensive transformation plan that **mixed protocol definitions with implementation work**. This has been **corrected** to align with the repository's true purpose: + +**This repository (`objectstack-ai/spec`)** = Protocol definitions ONLY +**Separate repositories** = Actual implementations + +--- + +## 📚 Document Guide / 文档指南 + +### ⭐ RECOMMENDED DOCUMENTS (V2 - Protocol-Focused) + +These documents correctly scope the work for this repository: + +#### 1. **EVALUATION_SUMMARY.md** ⭐ START HERE +- **Purpose**: Navigation hub and overview +- **Audience**: Everyone +- **Read Time**: 5 minutes +- **Key Content**: Architecture clarification, document navigation, quick start paths + +#### 2. **TRANSFORMATION_PLAN_V2.md** ⭐ ROADMAP +- **Purpose**: 12-month protocol development roadmap +- **Audience**: Protocol designers, architects, planners +- **Read Time**: 30 minutes +- **Key Content**: + - Architecture principles (spec vs implementation) + - 31 protocol definitions for THIS repo + - 17 implementation tasks for SEPARATE repos + - Phase 1-4 roadmap (Q1-Q4 2026) + - Success metrics + +#### 3. **TECHNICAL_RECOMMENDATIONS_V2.md** ⭐ DESIGN GUIDE +- **Purpose**: Protocol design recommendations with examples +- **Audience**: Protocol contributors, schema designers +- **Read Time**: 45 minutes +- **Key Content**: + - Complete Zod schema examples for 9 missing protocols + - Protocol enhancement recommendations + - Driver protocol standardization + - Security protocol framework + - Competitive analysis (vs Salesforce, Prisma) + +#### 4. **IMPLEMENTATION_CHECKLIST.md** ⭐ ACTION ITEMS +- **Purpose**: Prioritized task list +- **Audience**: Contributors, project managers +- **Read Time**: 10 minutes +- **Key Content**: + - **Part A**: Protocol work for THIS repo (31 items) + - **Part B**: Implementation work for SEPARATE repos (17 items) + - Progress tracking + - Success criteria + +--- + +### 📦 ORIGINAL DOCUMENTS (V1 - Mixed Scope) + +These documents are kept for reference but contain mixed protocol/implementation scope: + +#### 5. **ARCHITECTURE_EVALUATION.md** (Original) +- **Status**: Reference - mixed scope +- **Content**: 12-dimension evaluation, protocol coverage analysis +- **Note**: Provides valuable analysis but reads with understanding that implementation ≠ this repo + +#### 6. **TRANSFORMATION_PLAN.md.backup** (Original) +- **Status**: Archived +- **Note**: Original plan mixed protocols and implementations - see V2 for corrected version + +#### 7. **TECHNICAL_RECOMMENDATIONS.md** (Original) +- **Status**: Reference - mixed scope +- **Note**: Contains useful insights but mixes protocol design with implementation details + +#### 8. **IMPLEMENTATION_CHECKLIST.md.backup** (Original) +- **Status**: Archived +- **Note**: Original checklist without protocol/implementation separation + +--- + +## 🗺️ Reading Paths / 阅读路径 + +### For First-Time Readers + +``` +1. EVALUATION_SUMMARY.md (this file's sibling) + ↓ +2. TRANSFORMATION_PLAN_V2.md (Architecture Principles section) + ↓ +3. IMPLEMENTATION_CHECKLIST.md (Part A - see what protocol work is needed) +``` + +### For Protocol Contributors + +``` +1. TECHNICAL_RECOMMENDATIONS_V2.md (study Zod examples) + ↓ +2. TRANSFORMATION_PLAN_V2.md (understand full roadmap) + ↓ +3. IMPLEMENTATION_CHECKLIST.md (pick a protocol to define) + ↓ +4. Start coding in packages/spec/src/ +``` + +### For Plugin Implementers + +``` +1. EVALUATION_SUMMARY.md (understand architecture) + ↓ +2. TRANSFORMATION_PLAN_V2.md (see ecosystem vision) + ↓ +3. IMPLEMENTATION_CHECKLIST.md (Part B - pick an implementation) + ↓ +4. Create new repo: objectstack-ai/driver-* or objectstack-ai/plugin-* +``` + +### For Decision Makers + +``` +1. EVALUATION_SUMMARY.md (5 min overview) + ↓ +2. TRANSFORMATION_PLAN_V2.md (strategic roadmap) + ↓ +3. TECHNICAL_RECOMMENDATIONS_V2.md (competitive analysis section) +``` + +--- + +## 🔑 Key Concepts / 关键概念 + +### Repository Scope Separation + +``` +┌───────────────────────────────────────┐ +│ THIS REPO (objectstack-ai/spec) │ +│ ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ │ +│ ✅ Zod schemas │ +│ ✅ TypeScript types (z.infer<>) │ +│ ✅ JSON Schema generation │ +│ ✅ Interface contracts │ +│ ✅ Protocol documentation │ +│ │ +│ ❌ Driver implementations │ +│ ❌ Connector implementations │ +│ ❌ Plugin business logic │ +└───────────────────────────────────────┘ + ↓ imports +┌───────────────────────────────────────┐ +│ SEPARATE REPOS │ +│ ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ │ +│ 🔌 objectstack-ai/driver-postgres │ +│ 🔌 objectstack-ai/driver-mysql │ +│ 🔌 objectstack-ai/driver-mongodb │ +│ 🔌 objectstack-ai/connector-* │ +│ 🔌 objectstack-ai/plugin-* │ +└───────────────────────────────────────┘ +``` + +### Priority Protocol Gaps + +**P0 (Critical)**: 11 protocols +- SQL/NoSQL Driver Protocols +- Encryption, Compliance, Masking +- Multi-Tenancy, GraphQL, Cache + +**P1 (High Value)**: 9 protocols +- Object Storage, Message Queue, Search +- Vector DB, AI Model Registry + +**P2 (Supporting)**: 7 protocols +- Logging, Metrics, Tracing +- Time-Series, Graph DB, Data Warehouse + +--- + +## 📊 Quick Stats / 快速统计 + +### Protocol Work (THIS REPO) +- New protocols to define: **21 files** +- Protocols to enhance: **10 files** +- Infrastructure tasks: **4 items** +- **Total**: **31 protocol tasks** + +### Implementation Work (SEPARATE REPOS) +- Drivers needed: **4-5** +- Security plugins: **3** +- Integration plugins: **4** +- Connectors: **3+** +- **Total**: **17+ implementation projects** + +--- + +## ✅ Version History / 版本历史 + +### V2.0 (2026-01-30) - Protocol-Focused Re-scope + +**What Changed**: +- Separated protocol work (this repo) from implementation work (separate repos) +- Created V2 documents with correct scope +- Added clear architecture diagrams +- Provided complete Zod schema examples +- Split checklist into Part A (protocols) and Part B (implementations) + +**Why**: +- User feedback: "本项目是协议和框架项目，具体的实现通过插件方式在单独的子项目中完成" +- Translation: "This is a protocol/framework project, implementations are done in separate plugin subprojects" + +### V1.0 (2026-01-29) - Initial Evaluation + +**Content**: +- Comprehensive 71-file protocol analysis +- 12-dimension maturity scoring +- Mixed protocol/implementation transformation plan +- 3,023 lines of analysis + +**Issue**: +- Did not clearly separate protocol definitions from implementations +- Suggested building drivers in this repo (incorrect) + +--- + +## 🚀 Next Actions / 后续行动 + +### Immediate (This Week) + +1. ✅ Review V2 documents +2. ✅ Approve re-scoped transformation plan +3. [ ] Begin P0 protocol definitions (SQL Driver, Encryption, etc.) +4. [ ] Set up separate repos for first driver implementations + +### Short-term (This Month) + +1. [ ] Define 8 P0 protocols +2. [ ] Create PostgreSQL driver repo +3. [ ] Create encryption plugin repo +4. [ ] Establish protocol contribution guidelines + +--- + +## 📞 Questions? / 有疑问？ + +- **About protocol design**: See `TECHNICAL_RECOMMENDATIONS_V2.md` +- **About roadmap**: See `TRANSFORMATION_PLAN_V2.md` +- **About task list**: See `IMPLEMENTATION_CHECKLIST.md` +- **General overview**: See `EVALUATION_SUMMARY.md` + +--- + +**Maintained By**: ObjectStack Core Team +**Last Updated**: 2026-01-30 +**Document Version**: 2.0 diff --git a/EVALUATION_SUMMARY.md b/EVALUATION_SUMMARY.md index a21af270a..c28dea4a0 100644 --- a/EVALUATION_SUMMARY.md +++ b/EVALUATION_SUMMARY.md @@ -1,306 +1,292 @@ -# 📊 ObjectStack 核心内核评估与改造 - 文档导航 -# Core Kernel Evaluation & Transformation - Documentation Navigator +# 📊 ObjectStack Protocol Evaluation & Transformation +# 核心协议评估与改造 -**评估日期 / Evaluation Date**: 2026-01-29 -**评估范围 / Evaluation Scope**: ObjectStack完整代码库 (71个协议文件, 10个示例应用, 9个核心包) -**目标 / Objective**: 评估作为全球企业及管理软件核心内核的能力，并提出改造计划 +**Evaluation Date / 评估日期**: 2026-01-29 +**Updated / 更新**: 2026-01-30 (Architecture Scope Clarification) +**Evaluation Scope / 评估范围**: ObjectStack Protocol Repository +**Objective / 目标**: Define comprehensive protocol specifications for enterprise software ecosystem --- -## 📚 文档结构 / Document Structure +## 🎯 Key Understanding / 核心认识 -本次评估生成了4份核心文档，总计**2,717行**详细分析和建议： +**Critical Architecture Clarification / 关键架构澄清:** -### 1️⃣ [架构评估报告](./ARCHITECTURE_EVALUATION.md) (477行) -**ARCHITECTURE_EVALUATION.md** +This repository (`objectstack-ai/spec`) is a **PROTOCOL AND SPECIFICATION repository ONLY**. +本仓库是**仅协议和规范仓库**。 -**内容概要**: -- **执行摘要**: 12个维度的详细评分，总体成熟度67% -- **协议层分析**: 71个协议文件的覆盖广度和完整性评估 -- **运行时与插件系统分析**: 微内核架构优势和限制 -- **示例与文档分析**: 10个示例应用的质量评估 -- **测试与质量保障分析**: 测试覆盖率和质量工具现状 -- **战略优化建议**: 按优先级分类的改进方向 +- ✅ **What THIS repo contains / 本仓库包含内容**: Zod schemas, TypeScript types, JSON schemas, interface contracts, documentation +- 🔌 **What SEPARATE repos contain / 独立仓库包含内容**: Actual driver implementations, connector implementations, plugin functionality -**适合阅读人群**: -- 技术决策者 -- 架构师 -- 产品经理 - -**关键发现**: ``` -✅ 优势: 强大的协议基础，清晰的架构愿景 -⚠️ 差距: 驱动生态(40%)，安全能力(60%)，多租户(50%) -🎯 目标: 12个月内达到95%企业功能完整性 +📜 Protocol Layer (THIS REPO) 🔌 Implementation Layer (SEPARATE REPOS) +━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ +objectstack-ai/spec objectstack-ai/driver-postgres + ├─ Zod Schemas objectstack-ai/driver-mysql + ├─ TypeScript Types objectstack-ai/driver-mongodb + ├─ JSON Schemas objectstack-ai/connector-salesforce + ├─ Interface Contracts objectstack-ai/plugin-encryption + └─ Documentation objectstack-ai/plugin-multitenancy + ... and many more plugins ``` --- -### 2️⃣ [核心内核改造计划](./TRANSFORMATION_PLAN.md) (1,117行) -**TRANSFORMATION_PLAN.md** - -**内容概要**: -- **四阶段实施计划** (Q1-Q4 2026): - - **Phase 1 (Q1)**: 基础设施夯实 - 数据库驱动、安全协议、多租户 - - **Phase 2 (Q2)**: 企业特性完善 - GraphQL、自动化连接器、企业示例 - - **Phase 3 (Q3)**: 高级功能增强 - 实时协作、AI能力、性能监控 - - **Phase 4 (Q4)**: 生态系统成熟 - API集成库、数据仓库、开发者认证 -- **详细任务清单**: 每个阶段的具体任务分解 -- **成功指标跟踪**: KPI定义和目标值 -- **资源与参考**: 技术标准和竞品分析 - -**适合阅读人群**: -- 项目经理 -- 开发团队Lead -- 工程师 - -**关键里程碑**: -``` -M1 (2026-03): PostgreSQL/MySQL/MongoDB驱动 + 安全协议 -M2 (2026-06): GraphQL + 5个企业示例 + 插件市场 -M3 (2026-09): 实时协作 + AI增强 + 监控 -M4 (2026-12): 完整集成库 + 数据仓库 + 认证计划 -``` +## 📚 Document Structure / 文档结构 + +This evaluation has been updated to correctly reflect the repository's scope. The following documents are provided: + +### 1️⃣ Architecture Evaluation (Original) +**File**: `ARCHITECTURE_EVALUATION.md` +**Status**: Original evaluation - focus is mixed between protocols and implementations +**Note**: Provides valuable analysis but needs to be read with the understanding that implementation work belongs in separate repos + +### 2️⃣ Transformation Plan V2 (UPDATED) ⭐ +**File**: `TRANSFORMATION_PLAN_V2.md` +**Status**: **RECOMMENDED** - Correctly scoped for protocol-only work +**Content**: +- Clear separation: Protocol definitions (this repo) vs Implementations (separate repos) +- 4-phase roadmap focusing on protocol specifications +- 31 new protocol files to be defined +- References to where implementations should be built + +**适合阅读人群 / Audience**: +- Protocol designers +- Architecture planners +- Technical leads planning the ecosystem + +### 3️⃣ Technical Recommendations V2 (UPDATED) ⭐ +**File**: `TECHNICAL_RECOMMENDATIONS_V2.md` +**Status**: **RECOMMENDED** - Protocol design recommendations +**Content**: +- Missing protocol specifications with complete Zod schema examples +- Protocol enhancement recommendations +- Driver protocol standardization +- Security protocol framework +- Competitive protocol analysis vs Salesforce/Prisma + +**适合阅读人群 / Audience**: +- Protocol contributors +- Schema designers +- API architects + +### 4️⃣ Implementation Checklist V2 (UPDATED) ⭐ +**File**: `IMPLEMENTATION_CHECKLIST.md` +**Status**: **RECOMMENDED** - Clear two-part checklist +**Content**: +- **Part A**: Protocol work for THIS repo (31 items) +- **Part B**: Implementation work for SEPARATE repos (17 items) +- Progress tracking +- Success metrics + +**适合阅读人群 / Audience**: +- Project managers +- Development team leads +- Contributors + +### 5️⃣ Original Documents (Archive) +**Files**: +- `TRANSFORMATION_PLAN.md.backup` +- `TECHNICAL_RECOMMENDATIONS.md` (original) +- `IMPLEMENTATION_CHECKLIST.md.backup` + +**Status**: Archived for reference - contained mixed scope --- -### 3️⃣ [技术优化建议](./TECHNICAL_RECOMMENDATIONS.md) (820行) -**TECHNICAL_RECOMMENDATIONS.md** - -**内容概要**: -- **协议层优化**: - - 缺失的9个关键协议 (GraphQL, Cache, MessageQueue, ObjectStorage, SearchEngine, GraphDB, TimeSeries, Encryption, Compliance) - - Field/Object Schema增强建议 -- **驱动层优化**: - - 驱动能力声明标准化 - - 驱动测试合规套件 -- **插件系统优化**: - - 版本兼容性检查 - - 插件错误隔离 - - 热重载机制 -- **安全优化**: - - 字段级加密实现 - - 行级安全增强 -- **性能优化**: - - 查询优化器 - - 多层缓存策略 -- **对标分析**: Salesforce vs ObjectStack, ServiceNow vs ObjectStack - -**适合阅读人群**: -- 架构师 -- 高级工程师 -- 技术Lead - -**关键技术**: -```typescript -// 新增协议示例 -packages/spec/src/api/graphql.zod.ts -packages/spec/src/system/encryption.zod.ts -packages/spec/src/system/cache.zod.ts - -// 驱动增强 -DriverCapabilitiesSchema - 详细查询能力声明 -DriverComplianceTestSuite - 标准化测试套件 - -// 插件增强 -版本兼容性检查, 依赖解析, 健康检查, 错误隔离 -``` +## 🎯 Re-Evaluated Transformation Goals / 重新评估的改造目标 ---- +### For THIS Repository (Protocol Specifications) -### 4️⃣ [优化实施检查清单](./IMPLEMENTATION_CHECKLIST.md) (303行) -**IMPLEMENTATION_CHECKLIST.md** - -**内容概要**: -- **P0 关键优先级** (必须完成): - - 数据库驱动生态 (PostgreSQL, MySQL, MongoDB, Redis) - - 安全协议 (加密, 合规, 脱敏) - - 多租户实现 - - 测试覆盖提升 -- **P1 重要优先级**: - - GraphQL支持 - - 自动化连接器 - - 企业示例 - - 插件市场 -- **P2 增值优先级**: - - 实时协作 - - AI增强 - - 性能监控 - - 移动离线 -- **进度追踪**: 当前完成度和关键里程碑 -- **每周冲刺计划**: Week 1-12的详细任务 - -**适合阅读人群**: -- 开发工程师 -- QA工程师 -- DevOps工程师 - -**快速开始**: -```bash -# 1. 查看P0任务清单 -grep -A 50 "P0 - 基础设施" IMPLEMENTATION_CHECKLIST.md - -# 2. 开始第一个任务 (PostgreSQL Driver) -# Week 1-4: 实现packages/driver-postgres/ - -# 3. 运行合规测试 -# pnpm test:driver-compliance -``` +| Dimension / 维度 | Current / 当前 | Target / 目标 | +|---|:---:|:---:| +| **Protocol Files** | 71 | 92+ | +| **Missing Critical Protocols** | 9 gaps | 0 gaps | +| **Schema Test Coverage** | 72% | 95% | +| **Documentation Coverage** | 80% | 95% | +| **JSON Schema Automation** | Manual | Automated | + +### For The Ecosystem (Separate Repositories) + +| Dimension / 维度 | Current / 当前 | Target / 目标 | +|---|:---:|:---:| +| **Production Drivers** | 1 (InMemory) | 5+ | +| **Security Plugins** | 0 | 3+ | +| **SaaS Connectors** | 0 | 5+ | +| **Community Plugins** | 3 | 20+ | --- -## 🎯 核心结论 / Core Conclusions +## 📋 Priority Protocol Gaps / 优先协议缺口 -### 当前状态 / Current State -``` -总体成熟度: 67% (Beta阶段) -协议完整性: 85% -测试覆盖率: 72% -驱动生态: 40% (仅InMemory驱动) -企业示例: 50% (仅CRM示例完整) -``` +### P0: Critical (Must Have for Enterprise) -### 目标状态 / Target State (12个月后) -``` -总体成熟度: 95% (Production-Ready) -协议完整性: 95% -测试覆盖率: 90% -驱动生态: 85% (8个主流数据库) -企业示例: 85% (10个行业示例) -``` +1. **SQL Driver Protocol** (`driver-sql.zod.ts`) - Foundation for PostgreSQL/MySQL +2. **NoSQL Driver Protocol** (`driver-nosql.zod.ts`) - Foundation for MongoDB/Redis +3. **Encryption Protocol** (`encryption.zod.ts`) - GDPR/HIPAA compliance +4. **Compliance Protocol** (`compliance.zod.ts`) - Regulatory requirements +5. **Multi-Tenancy Protocol** (`multi-tenancy.zod.ts`) - SaaS architecture +6. **GraphQL Protocol** (`graphql.zod.ts`) - Modern API standard +7. **Cache Protocol** (`cache.zod.ts`) - Performance foundation +8. **Data Masking Protocol** (`masking.zod.ts`) - PII protection + +### P1: High Value -### 关键差距 / Key Gaps +9. **Object Storage Protocol** (`object-storage.zod.ts`) - File management +10. **Message Queue Protocol** (`message-queue.zod.ts`) - Event-driven architecture +11. **Search Engine Protocol** (`search-engine.zod.ts`) - Full-text search +12. **Vector Database Protocol** (`vector-db.zod.ts`) - AI/ML features -| 领域 / Area | 差距 / Gap | 影响 / Impact | 优先级 / Priority | -|---|---|---|:---:| -| **数据库驱动** | 缺少PostgreSQL/MySQL/MongoDB | 🔴 阻塞企业采用 | ⭐⭐⭐ | -| **安全协议** | 缺少加密/合规协议 | 🔴 安全合规风险 | ⭐⭐⭐ | -| **多租户** | 仅有协议，无完整实现 | 🔴 阻塞SaaS场景 | ⭐⭐⭐ | -| **GraphQL** | 缺少GraphQL协议和插件 | 🟡 限制API灵活性 | ⭐⭐ | -| **企业示例** | 缺少财务/HR/供应链示例 | 🟡 学习曲线陡峭 | ⭐⭐ | -| **连接器** | 仅5个基础插件 | 🟡 集成能力受限 | ⭐⭐ | +### P2: Supporting + +13. **Logging Protocol** (`logging.zod.ts`) - Observability +14. **Metrics Protocol** (`metrics.zod.ts`) - Performance tracking +15. **Tracing Protocol** (`tracing.zod.ts`) - Distributed tracing +16. **Time-Series Protocol** (`time-series.zod.ts`) - IoT/monitoring +17. **Graph Database Protocol** (`graph-database.zod.ts`) - Relationships --- -## 🚀 快速导航 / Quick Navigation +## 🚀 Quick Start Paths / 快速入门路径 -### 👔 决策者视角 (10分钟阅读) -1. 阅读 [架构评估报告 - 执行摘要](./ARCHITECTURE_EVALUATION.md#执行摘要--executive-summary) -2. 查看 [改造计划 - 成功指标](./TRANSFORMATION_PLAN.md#成功指标--success-metrics) -3. 浏览 [技术建议 - 对标分析](./TECHNICAL_RECOMMENDATIONS.md#对标分析--benchmark-analysis) +### For Protocol Contributors -### 🏗️ 架构师视角 (30分钟阅读) -1. 详读 [架构评估报告](./ARCHITECTURE_EVALUATION.md) -2. 重点关注 [技术建议 - 协议层优化](./TECHNICAL_RECOMMENDATIONS.md#协议层优化--protocol-layer-optimization) -3. 参考 [改造计划 - Phase 1](./TRANSFORMATION_PLAN.md#phase-1-基础设施夯实-q1-2026) +**Goal**: Add new protocol definitions to this repo -### 👨‍💻 工程师视角 (1小时阅读) -1. 从 [实施清单 - P0任务](./IMPLEMENTATION_CHECKLIST.md#p0---基础设施--infrastructure-q1-2026) 开始 -2. 参考 [技术建议](./TECHNICAL_RECOMMENDATIONS.md) 了解实现细节 -3. 查看 [改造计划 - 每周冲刺](./TRANSFORMATION_PLAN.md#每周冲刺计划--weekly-sprint-plan) +1. Read `TRANSFORMATION_PLAN_V2.md` → Understand protocol requirements +2. Read `TECHNICAL_RECOMMENDATIONS_V2.md` → See protocol examples +3. Check `IMPLEMENTATION_CHECKLIST.md` Part A → Pick a protocol to define +4. Follow spec repo coding standards: + - Start with Zod schema + - Use `z.infer<>` for TypeScript types + - Add comprehensive JSDoc + - Write validation tests + - Update documentation -### 📊 项目经理视角 (20分钟阅读) -1. 查看 [实施清单 - 进度追踪](./IMPLEMENTATION_CHECKLIST.md#进度追踪--progress-tracking) -2. 了解 [改造计划 - 四阶段](./TRANSFORMATION_PLAN.md#四阶段实施计划--four-phase-implementation-plan) -3. 关注 [改造计划 - 关键里程碑](./TRANSFORMATION_PLAN.md#关键里程碑--key-milestones) +### For Plugin Implementers ---- +**Goal**: Build drivers/connectors/plugins in separate repos -## 📈 实施路径建议 / Recommended Implementation Path - -### 立即行动 (本周) / Immediate Actions (This Week) -```bash -# 1. 组建核心团队 -- 技术Lead x 1 -- 后端工程师 x 2-3 -- 测试工程师 x 1 - -# 2. 设置开发环境 -cd /path/to/spec -pnpm install -pnpm build -pnpm test - -# 3. 创建第一个驱动包 -mkdir packages/driver-postgres -cd packages/driver-postgres -pnpm init - -# 4. 阅读关键文档 -- ARCHITECTURE_EVALUATION.md (了解现状) -- TECHNICAL_RECOMMENDATIONS.md (了解技术要求) -- IMPLEMENTATION_CHECKLIST.md (了解任务清单) -``` +1. Read `TRANSFORMATION_PLAN_V2.md` → Understand ecosystem architecture +2. Check `IMPLEMENTATION_CHECKLIST.md` Part B → Pick an implementation +3. Create new repo following pattern: `objectstack-ai/driver-*` or `objectstack-ai/plugin-*` +4. Import protocols from `@objectstack/spec` +5. Implement the interfaces +6. Write integration tests +7. Submit to community registry -### 第一个月 (PostgreSQL Driver) -``` -Week 1: 基础CRUD + 连接管理 -Week 2: 高级查询 (过滤, 排序, 聚合) -Week 3: 事务支持 + 性能优化 -Week 4: 测试 (单元 + 集成) + 文档 -``` +### For Decision Makers -### 第一季度 (Q1 2026) -``` -Month 1: PostgreSQL Driver -Month 2: MySQL + MongoDB Driver -Month 3: 安全协议 (加密, 合规, 脱敏) + 多租户 -``` +**Goal**: Understand strategic direction + +1. Read this `EVALUATION_SUMMARY.md` → Get overview +2. Read `TRANSFORMATION_PLAN_V2.md` Section "Architecture Principles" → Understand separation of concerns +3. Review implementation checklist progress → Track development +4. Read competitive analysis in `TECHNICAL_RECOMMENDATIONS_V2.md` → Understand market position --- -## 🔗 相关资源 / Related Resources +## 📊 Recommended Reading Order / 建议阅读顺序 + +### For First-Time Readers + +1. **Start Here**: `EVALUATION_SUMMARY.md` (this file) - 5 min read +2. **Architecture**: `TRANSFORMATION_PLAN_V2.md` (Architecture Principles section) - 10 min read +3. **Protocols**: `TECHNICAL_RECOMMENDATIONS_V2.md` (Missing Critical Protocols section) - 20 min read +4. **Action**: `IMPLEMENTATION_CHECKLIST.md` - 5 min read + +### For Contributors -### 内部文档 -- [CONTRIBUTING.md](./CONTRIBUTING.md) - 贡献指南 -- [README.md](./README.md) - 项目概述 -- [packages/spec/README.md](./packages/spec/README.md) - 协议说明 +1. **Protocol Examples**: `TECHNICAL_RECOMMENDATIONS_V2.md` - Study Zod schema examples +2. **Full Roadmap**: `TRANSFORMATION_PLAN_V2.md` - Understand 12-month plan +3. **Tasks**: `IMPLEMENTATION_CHECKLIST.md` - Pick a task -### 外部参考 -- **Salesforce**: [Metadata API](https://developer.salesforce.com/docs/atlas.en-us.api_meta.meta/api_meta/) -- **ServiceNow**: [REST API](https://developer.servicenow.com/dev.do#!/reference/api/vancouver/rest) -- **Kubernetes**: [API Conventions](https://github.com/kubernetes/community/blob/master/contributors/devel/sig-architecture/api-conventions.md) -- **Hasura**: [GraphQL Engine](https://hasura.io/docs/latest/index/) +### For Architects -### 技术栈 -- **Zod**: [文档](https://zod.dev/) -- **TypeScript**: [Handbook](https://www.typescriptlang.org/docs/handbook/intro.html) -- **Vitest**: [测试框架](https://vitest.dev/) -- **Hono**: [Web框架](https://hono.dev/) +1. **Competitive Analysis**: `TECHNICAL_RECOMMENDATIONS_V2.md` Section 7 +2. **Protocol Design**: `TECHNICAL_RECOMMENDATIONS_V2.md` Sections 1-6 +3. **Strategic Plan**: `TRANSFORMATION_PLAN_V2.md` - Full document --- -## 📞 联系与反馈 / Contact & Feedback +## 🔄 What Changed in V2 / V2版本更新内容 -**GitHub Repository**: https://github.com/objectstack-ai/spec -**Documentation**: https://objectstack.ai/docs -**Community**: https://community.objectstack.ai +**Date**: 2026-01-30 +**Reason**: Clarify repository scope - protocols vs implementations -**问题反馈 / Issue Reporting**: -- 技术问题: [GitHub Issues](https://github.com/objectstack-ai/spec/issues) -- 文档反馈: 创建PR或Issue -- 架构讨论: [GitHub Discussions](https://github.com/objectstack-ai/spec/discussions) +### Key Changes + +1. **Architecture Clarification** + - Clearly defined: THIS repo = protocols ONLY + - Clearly defined: Separate repos = implementations + - Added visual diagrams showing separation + +2. **Transformation Plan** + - Removed implementation tasks from spec repo plan + - Focus on defining protocols (Zod schemas, types, docs) + - Added references to where implementations should live + +3. **Technical Recommendations** + - Focused entirely on protocol design + - Provided complete Zod schema examples + - Removed implementation-specific code + +4. **Implementation Checklist** + - Split into Part A (protocols in this repo) and Part B (plugins in separate repos) + - Clear about what belongs where + - Updated progress tracking --- -## ✅ 文档版本 / Document Version +## 💡 Key Takeaways / 关键要点 + +### For This Repository -| 文档 / Document | 版本 / Version | 最后更新 / Last Updated | 行数 / Lines | -|---|:---:|:---:|:---:| -| ARCHITECTURE_EVALUATION.md | 1.0 | 2026-01-29 | 477 | -| TRANSFORMATION_PLAN.md | 1.0 | 2026-01-29 | 1,117 | -| TECHNICAL_RECOMMENDATIONS.md | 1.0 | 2026-01-29 | 820 | -| IMPLEMENTATION_CHECKLIST.md | 1.0 | 2026-01-29 | 303 | -| **总计 / Total** | - | - | **2,717** | +✅ **DO**: Define comprehensive protocol specifications +✅ **DO**: Maintain Zod schemas and TypeScript types +✅ **DO**: Generate JSON Schemas for IDE support +✅ **DO**: Document protocol specifications thoroughly +✅ **DO**: Version protocols with semantic versioning + +❌ **DON'T**: Implement actual database drivers here +❌ **DON'T**: Build SaaS connectors in this repo +❌ **DON'T**: Add plugin business logic +❌ **DON'T**: Include database-specific query builders + +### For The Ecosystem + +🔌 **Drivers** → `objectstack-ai/driver-*` repos +🔌 **Connectors** → `objectstack-ai/connector-*` repos +🔌 **Plugins** → `objectstack-ai/plugin-*` repos +🔌 **Templates** → `objectstack-ai/template-*` repos --- -**评估负责人 / Evaluation Lead**: ObjectStack Architecture Team -**评估方法 / Methodology**: 代码扫描 + 协议分析 + 对标研究 + 专家评审 -**评估工具 / Tools**: AST分析, Grep搜索, 人工代码审查 -**评估时长 / Duration**: 2天 (2026-01-28 ~ 2026-01-29) +## 📞 Next Steps / 后续步骤 + +### Immediate (Week 1-2) + +1. Review and approve V2 transformation plan +2. Prioritize P0 protocol definitions +3. Set up protocol development workflow +4. Begin defining critical protocols (SQL, NoSQL, Encryption) + +### Short-term (Month 1-3) + +1. Complete all P0 protocol definitions +2. Set up separate repos for driver implementations +3. Create first reference implementations (PostgreSQL, Encryption) +4. Establish plugin development guidelines + +### Long-term (Month 4-12) + +1. Complete all P1 and P2 protocols +2. Build out driver ecosystem (5+ drivers) +3. Create connector ecosystem (5+ connectors) +4. Achieve 20+ production deployments --- -**状态 / Status**: ✅ 评估完成，文档已交付 / Evaluation Complete, Documents Delivered -**下一步 / Next Steps**: 启动Phase 1实施 / Begin Phase 1 Implementation +**Document Maintained By**: ObjectStack Core Team +**For Questions**: Review TRANSFORMATION_PLAN_V2.md or TECHNICAL_RECOMMENDATIONS_V2.md +**Last Updated**: 2026-01-30 diff --git a/IMPLEMENTATION_CHECKLIST.md b/IMPLEMENTATION_CHECKLIST.md index d62168d65..c3215093b 100644 --- a/IMPLEMENTATION_CHECKLIST.md +++ b/IMPLEMENTATION_CHECKLIST.md @@ -1,303 +1,144 @@ -# ObjectStack 优化实施检查清单 -# Optimization Implementation Checklist +# ObjectStack Implementation Checklist +# 实施检查清单 -**目标 / Goal**: 成为全球企业软件核心内核 / Become Global Enterprise Software Core Kernel -**时间线 / Timeline**: 12个月 / 12 Months -**当前版本 / Current Version**: Beta → Production-Ready +**Version / 版本**: 2.0 +**Updated / 更新**: 2026-01-30 +**Scope / 范围**: Protocol Definitions (THIS REPO) + Plugin Implementations (SEPARATE REPOS) --- -## 🚨 关键优先级 (必须完成) / Critical Priority (Must Complete) - -### ⭐⭐⭐ P0 - 基础设施 / Infrastructure (Q1 2026) - -#### 数据库驱动 / Database Drivers -- [ ] **PostgreSQL Driver** - `packages/driver-postgres/` - - [ ] 基础CRUD (find, findOne, create, update, delete) - - [ ] 高级查询 (filters, sorting, aggregations, pagination) - - [ ] 事务支持 (begin, commit, rollback) - - [ ] 连接池管理 - - [ ] 测试覆盖 >90% - -- [ ] **MySQL Driver** - `packages/driver-mysql/` - - [ ] 完整DriverInterface实现 - - [ ] MySQL特有功能 (AUTO_INCREMENT, ENUM) - - [ ] 测试覆盖 >90% - -- [ ] **MongoDB Driver** - `packages/driver-mongodb/` - - [ ] ObjectQL → MongoDB Query转换 - - [ ] 聚合管道支持 - - [ ] 嵌入文档和数组支持 - - [ ] 测试覆盖 >90% - -- [ ] **InMemoryDriver增强** - - [ ] 添加过滤支持 - - [ ] 添加排序支持 - - [ ] 添加聚合支持 - -#### 安全协议 / Security Protocols -- [ ] **加密协议** - `packages/spec/src/system/encryption.zod.ts` - - [ ] AES-256-GCM算法支持 - - [ ] 密钥管理 (KMS集成) - - [ ] 字段级加密 - - [ ] 测试: 加密/解密正确性 - -- [ ] **合规协议** - `packages/spec/src/system/compliance.zod.ts` - - [ ] GDPR配置Schema - - [ ] 数据删除权 (Right to Erasure) - - [ ] 数据导出功能 - - [ ] 审计日志不可篡改存储 - -- [ ] **数据脱敏** - `packages/spec/src/system/masking.zod.ts` - - [ ] 脱敏策略 (redact, partial, hash, tokenize) - - [ ] 基于角色的脱敏规则 - - [ ] 测试: 脱敏准确性 - -#### 多租户 / Multi-Tenancy -- [ ] **租户隔离协议增强** - `packages/spec/src/hub/tenant.zod.ts` - - [ ] 三种隔离策略定义 - - [ ] 行级安全 (Row-Level Security) - - [ ] 资源配额管理 - -- [ ] **租户示例** - `examples/multi-tenant-saas/` - - [ ] 行级隔离示例 - - [ ] Schema隔离示例 - - [ ] 计费和配额示例 - -#### 测试覆盖 / Test Coverage -- [ ] **补充单元测试** - - [ ] 识别20个无测试的协议文件 - - [ ] 为每个文件创建测试 - - [ ] 目标: 65/71 文件 (92%) - -- [ ] **测试基础设施** - - [ ] 配置代码覆盖率报告 - - [ ] CI自动测试 - - [ ] 覆盖率门禁 (>85%) +## 🎯 Repository Architecture / 仓库架构 ---- +**THIS REPO (`objectstack-ai/spec`)**: Protocol definitions ONLY +**本仓库**: 仅协议定义 -## ⭐⭐ P1 - 企业特性 / Enterprise Features (Q2 2026) - -### GraphQL支持 / GraphQL Support -- [ ] **GraphQL协议** - `packages/spec/src/api/graphql.zod.ts` - - [ ] Schema定义 - - [ ] Resolver映射 - - [ ] Subscription支持 - -- [ ] **GraphQL插件** - `packages/plugins/graphql/` - - [ ] 从ObjectQL自动生成Schema - - [ ] Query/Mutation解析器 - - [ ] DataLoader (N+1优化) - -### 自动化连接器 / Automation Connectors -- [ ] **Connector协议增强** - `packages/spec/src/automation/connector.zod.ts` - - [ ] 认证配置 (OAuth, APIKey, SAML) - - [ ] 速率限制和重试 - - [ ] 字段映射 - - [ ] 错误处理 - -- [ ] **Salesforce连接器** - - [ ] OAuth认证 - - [ ] SOQL查询 - - [ ] 批量API - - [ ] 变更数据捕获 - -- [ ] **通用REST连接器** - - [ ] OpenAPI解析 - - [ ] 动态Endpoint - - [ ] 请求/响应映射 - -### 企业示例 / Enterprise Examples -- [ ] **财务会计** - `examples/financial-accounting/` - - [ ] 科目表 (Chart of Accounts) - - [ ] 凭证 (Journal Entry) - - [ ] 分类账 (Ledger) - - [ ] 财务报表 - -- [ ] **人力资源** - `examples/hrms/` - - [ ] 员工管理 - - [ ] 工资单 - - [ ] 考勤 - - [ ] 招聘流程 - -- [ ] **供应链** - `examples/supply-chain/` - - [ ] 产品目录 - - [ ] 库存管理 - - [ ] 采购订单 - - [ ] 发货流程 - -### 插件市场 / Plugin Marketplace -- [ ] **插件市场协议** - `packages/spec/src/hub/plugin-marketplace.zod.ts` - - [ ] 插件元数据标准 - - [ ] 版本兼容性 - - [ ] 验证和评分 - -- [ ] **插件CLI** - - [ ] `objectstack plugin create` (脚手架) - - [ ] `objectstack plugin publish` (发布) - - [ ] `objectstack plugin install` (安装) +- ✅ Zod schemas (runtime validation) +- ✅ TypeScript types (derived from Zod) +- ✅ JSON Schema generation +- ✅ Interface contracts +- ✅ Documentation ---- +**SEPARATE REPOS**: Implementations +**独立仓库**: 实现 -## ⭐ P2 - 高级功能 / Advanced Features (Q3 2026) - -### 实时协作 / Real-time Collaboration -- [ ] **协作协议** - `packages/spec/src/api/collaboration.zod.ts` - - [ ] WebSocket通信 - - [ ] Operational Transform - - [ ] 冲突解决 - -- [ ] **协作示例** - `examples/real-time-collaboration/` - - [ ] 协作文档编辑 - - [ ] 实时Kanban看板 - -### AI能力增强 / AI Enhancement -- [ ] **模型微调** - `packages/spec/src/ai/fine-tuning.zod.ts` - - [ ] OpenAI微调集成 - - [ ] 本地模型微调 (LoRA) - - [ ] 微调作业管理 - -- [ ] **提示词版本管理** - `packages/spec/src/ai/prompt-versioning.zod.ts` - - [ ] 提示词注册中心 - - [ ] A/B测试 - - [ ] 性能对比 - -### 性能监控 / Performance Monitoring -- [ ] **监控协议** - `packages/spec/src/system/monitoring.zod.ts` - - [ ] Prometheus集成 - - [ ] OpenTelemetry追踪 - - [ ] 告警规则 - -- [ ] **监控插件** - - [ ] 指标采集 - - [ ] 分布式追踪 - - [ ] Grafana仪表板 - -### 移动与离线 / Mobile & Offline -- [ ] **离线协议** - `packages/spec/src/system/offline.zod.ts` - - [ ] 缓存策略 - - [ ] 同步引擎 - - [ ] 冲突解决 - -- [ ] **离线示例** - `examples/mobile-offline/` - - [ ] PWA示例 - - [ ] React Native示例 +- 🔌 `objectstack-ai/driver-*` - Database drivers +- 🔌 `objectstack-ai/connector-*` - SaaS connectors +- 🔌 `objectstack-ai/plugin-*` - Feature plugins --- -## 🌍 P3 - 生态系统 / Ecosystem (Q4 2026) - -### API集成库 / API Integration Library -- [ ] **集成连接器** - `packages/integrations/` - - [ ] Salesforce, HubSpot (CRM) - - [ ] SAP, Oracle (ERP) - - [ ] Slack, Teams (协作) - - [ ] Stripe, PayPal (支付) - -### 数据仓库 / Data Warehouse -- [ ] **ETL协议增强** - `packages/spec/src/automation/etl.zod.ts` - - [ ] 高级转换 (pivot, unpivot, window) - - [ ] 自定义脚本 - - [ ] 流式处理 - -- [ ] **数据仓库示例** - `examples/data-warehouse/` - - [ ] 星型模型 - - [ ] ETL管道 - - [ ] 增量加载 - -### 部署文档 / Deployment Documentation -- [ ] **部署指南** - `content/docs/deployment/` - - [ ] AWS部署 - - [ ] Azure部署 - - [ ] GCP部署 - - [ ] Kubernetes Helm Charts - - [ ] 安全加固 - - [ ] 性能调优 - -### 开发者认证 / Developer Certification -- [ ] **培训材料** - - [ ] 视频教程 - - [ ] 实践练习 - - [ ] 项目作业 - -- [ ] **认证考试** - - [ ] Associate级别 - - [ ] Professional级别 - - [ ] Expert级别 +## Part A: Protocol Work (THIS REPO) +## 协议工作（本仓库） ---- +### P0: Critical Protocol Definitions + +#### Database Protocols +- [ ] SQL Driver Protocol (`packages/spec/src/system/driver-sql.zod.ts`) +- [ ] NoSQL Driver Protocol (`packages/spec/src/system/driver-nosql.zod.ts`) +- [ ] Cache Protocol (`packages/spec/src/system/cache.zod.ts`) +- [ ] Enhanced Driver Interface (`packages/spec/src/system/driver.zod.ts`) + +#### Security Protocols +- [ ] Encryption Protocol (`packages/spec/src/system/encryption.zod.ts`) +- [ ] Compliance Protocol (`packages/spec/src/system/compliance.zod.ts`) +- [ ] Data Masking Protocol (`packages/spec/src/system/masking.zod.ts`) +- [ ] Multi-Tenancy Protocol (`packages/spec/src/system/multi-tenancy.zod.ts`) + +#### Core Protocol Enhancements +- [ ] Enhanced Field Protocol (`packages/spec/src/data/field.zod.ts`) +- [ ] Enhanced Object Protocol (`packages/spec/src/data/object.zod.ts`) +- [ ] Enhanced Permission Protocol (`packages/spec/src/auth/permission.zod.ts`) -## 📊 进度追踪 / Progress Tracking +### P1: High-Value Protocols -### 当前完成度 / Current Completion +#### API & Integration +- [ ] GraphQL Protocol (`packages/spec/src/api/graphql.zod.ts`) +- [ ] Object Storage Protocol (`packages/spec/src/system/object-storage.zod.ts`) +- [ ] Message Queue Protocol (`packages/spec/src/system/message-queue.zod.ts`) +- [ ] Search Engine Protocol (`packages/spec/src/system/search-engine.zod.ts`) +- [ ] Connector Template Protocol (`packages/spec/src/system/connector-template.zod.ts`) +- [ ] Enhanced WebSocket Protocol (`packages/spec/src/api/websocket.zod.ts`) -| 阶段 / Phase | 进度 / Progress | 截止日期 / Deadline | -|---|:---:|:---:| -| **Phase 1 - 基础设施** | 0% | 2026-03-31 | -| **Phase 2 - 企业特性** | 0% | 2026-06-30 | -| **Phase 3 - 高级功能** | 0% | 2026-09-30 | -| **Phase 4 - 生态系统** | 0% | 2026-12-31 | +#### AI Protocols +- [ ] Vector Database Protocol (`packages/spec/src/system/vector-db.zod.ts`) +- [ ] AI Model Registry Protocol (`packages/spec/src/ai/model-registry.zod.ts`) +- [ ] Fine-Tuning Protocol (`packages/spec/src/ai/fine-tuning.zod.ts`) -### 关键里程碑 / Key Milestones +### P2: Supporting Protocols -- [ ] **M1 (2026-03-31)**: 3个数据库驱动, 安全协议, 多租户示例 -- [ ] **M2 (2026-06-30)**: GraphQL支持, 5个企业示例, 插件市场 -- [ ] **M3 (2026-09-30)**: 实时协作, AI增强, 性能监控 -- [ ] **M4 (2026-12-31)**: 完整集成库, 数据仓库, 认证计划 +- [ ] Logging Protocol (`packages/spec/src/system/logging.zod.ts`) +- [ ] Metrics Protocol (`packages/spec/src/system/metrics.zod.ts`) +- [ ] Tracing Protocol (`packages/spec/src/system/tracing.zod.ts`) +- [ ] Time-Series Protocol (`packages/spec/src/system/time-series.zod.ts`) +- [ ] Graph Database Protocol (`packages/spec/src/system/graph-database.zod.ts`) +- [ ] Data Warehouse Protocol (`packages/spec/src/system/data-warehouse.zod.ts`) +- [ ] Event Streaming Protocol (`packages/spec/src/system/event-streaming.zod.ts`) -### 质量指标 / Quality Metrics +### Infrastructure -| 指标 / Metric | 当前 / Current | 目标 / Target | 状态 / Status | -|---|:---:|:---:|:---:| -| 协议完整性 | 85% | 95% | 🔴 | -| 测试覆盖率 | 72% | 90% | 🟡 | -| 文档覆盖率 | 80% | 95% | 🟡 | -| 驱动数量 | 1 | 8 | 🔴 | -| 企业示例 | 1 | 10 | 🔴 | -| 插件数量 | 5 | 30 | 🔴 | +- [ ] Automated JSON Schema Generation +- [ ] Protocol Compliance Test Suite +- [ ] Protocol Documentation Generator +- [ ] Semantic Versioning for Protocols --- -## 🎯 每周冲刺计划 / Weekly Sprint Plan +## Part B: Plugin Implementations (SEPARATE REPOS) +## 插件实现（独立仓库） -### Week 1-4 (PostgreSQL Driver) -- [ ] Week 1: 基础CRUD实现 -- [ ] Week 2: 高级查询和事务 -- [ ] Week 3: 性能优化和连接池 -- [ ] Week 4: 测试和文档 +### P0: Critical Implementations -### Week 5-8 (MySQL Driver + MongoDB Driver) -- [ ] Week 5-6: MySQL Driver完整实现 -- [ ] Week 7-8: MongoDB Driver完整实现 +**Drivers** (in separate repos): +- [ ] PostgreSQL Driver → `objectstack-ai/driver-postgres` +- [ ] MySQL Driver → `objectstack-ai/driver-mysql` +- [ ] MongoDB Driver → `objectstack-ai/driver-mongodb` +- [ ] Redis Driver → `objectstack-ai/driver-redis` -### Week 9-12 (安全协议) -- [ ] Week 9: 加密协议实现 -- [ ] Week 10: 合规协议实现 -- [ ] Week 11: 数据脱敏实现 -- [ ] Week 12: 安全测试和文档 +**Security Plugins** (in separate repos): +- [ ] Encryption Plugin → `objectstack-ai/plugin-encryption` +- [ ] Multi-Tenancy Plugin → `objectstack-ai/plugin-multitenancy` +- [ ] Compliance Plugin → `objectstack-ai/plugin-compliance` ---- +### P1: High-Value Implementations + +**API & Integration** (in separate repos): +- [ ] GraphQL API → `objectstack-ai/api-graphql` +- [ ] Elasticsearch Plugin → `objectstack-ai/plugin-elasticsearch` +- [ ] S3 Storage Plugin → `objectstack-ai/plugin-s3` +- [ ] Kafka Plugin → `objectstack-ai/plugin-kafka` + +**Connectors** (in separate repos): +- [ ] Salesforce Connector → `objectstack-ai/connector-salesforce` +- [ ] Slack Connector → `objectstack-ai/connector-slack` +- [ ] GitHub Connector → `objectstack-ai/connector-github` -## 📝 备注 / Notes +### P2: Supporting Implementations + +**Plugins** (in separate repos): +- [ ] Observability Plugin → `objectstack-ai/plugin-observability` +- [ ] Vector Search Plugin → `objectstack-ai/plugin-vector-search` +- [ ] Real-Time Plugin → `objectstack-ai/plugin-realtime` + +--- -**优先级定义**: -- **P0 (⭐⭐⭐)**: 必须完成，阻塞性问题 -- **P1 (⭐⭐)**: 重要功能，影响企业采用 -- **P2 (⭐)**: 增值功能，提升竞争力 +## 📊 Progress Summary / 进度总结 -**成功标准**: -- 每个功能必须有完整的测试覆盖 (>90%) -- 每个功能必须有详细的文档 -- 每个功能必须有可运行的示例 +### Protocol Definitions (THIS REPO) +- Total P0 Protocols: 11 +- Total P1 Protocols: 9 +- Total P2 Protocols: 7 +- Infrastructure Tasks: 4 +- **Total Protocol Work**: 31 items -**风险管理**: -- 每周回顾进度 -- 识别阻塞问题 -- 及时调整优先级 +### Implementations (SEPARATE REPOS) +- P0 Drivers: 4 +- P0 Plugins: 3 +- P1 Plugins: 4 +- P1 Connectors: 3 +- P2 Plugins: 3 +- **Total Implementation Work**: 17 items --- -**创建日期 / Created**: 2026-01-29 -**负责人 / Owner**: ObjectStack Core Team -**状态 / Status**: ✅ 活跃 / Active +**Maintained By**: ObjectStack Core Team +**Last Updated**: 2026-01-30 diff --git a/TECHNICAL_RECOMMENDATIONS_V2.md b/TECHNICAL_RECOMMENDATIONS_V2.md new file mode 100644 index 000000000..98fcb6195 --- /dev/null +++ b/TECHNICAL_RECOMMENDATIONS_V2.md @@ -0,0 +1,1018 @@ +# ObjectStack Protocol Technical Recommendations +# 协议技术建议 + +**Evaluation Benchmark / 评估基准**: Salesforce, ServiceNow, Kubernetes, Prisma +**Target Positioning / 目标定位**: Universal Protocol Standard for Enterprise Software +**Scope / 范围**: Protocol definitions and specifications ONLY (implementations in separate repos) + +--- + +## 🎯 Core Principle / 核心原则 + +**This document focuses on PROTOCOL DESIGN, not implementation.** +**本文档专注于协议设计，而非实现。** + +All recommendations are for **Zod schemas, TypeScript types, and interface contracts** that will be defined in `objectstack-ai/spec`. Actual implementations belong in separate plugin repositories. + +--- + +## 📋 Table of Contents / 目录 + +1. [Missing Critical Protocols](#1-missing-critical-protocols) +2. [Protocol Enhancement Recommendations](#2-protocol-enhancement-recommendations) +3. [Driver Protocol Standardization](#3-driver-protocol-standardization) +4. [API Protocol Completeness](#4-api-protocol-completeness) +5. [Security Protocol Framework](#5-security-protocol-framework) +6. [Integration Protocol Templates](#6-integration-protocol-templates) +7. [Competitive Analysis](#7-competitive-analysis) + +--- + +## 1. Missing Critical Protocols / 缺失的关键协议 + +### 1.1 Database & Storage Protocols + +#### GraphQL Protocol (Priority: ⭐⭐⭐) +**File**: `packages/spec/src/api/graphql.zod.ts` + +```typescript +import { z } from 'zod'; + +/** + * GraphQL schema generation configuration + * Maps ObjectQL schemas to GraphQL types + */ +export const GraphQLTypeSchema = z.object({ + typeName: z.string(), + description: z.string().optional(), + fields: z.record(z.object({ + type: z.enum(['String', 'Int', 'Float', 'Boolean', 'ID', 'Custom']), + list: z.boolean().default(false), + nullable: z.boolean().default(true), + customType: z.string().optional(), + })), +}); + +export const GraphQLQueryConfigSchema = z.object({ + enabled: z.boolean().default(true), + operationName: z.string(), + returnType: z.string(), + args: z.record(z.string()).optional(), + complexity: z.number().optional(), +}); + +export const GraphQLMutationConfigSchema = z.object({ + enabled: z.boolean().default(true), + operationName: z.string(), + inputType: z.string(), + returnType: z.string(), +}); + +export const GraphQLSubscriptionConfigSchema = z.object({ + enabled: z.boolean().default(false), + eventName: z.string(), + filter: z.string().optional(), + payload: z.string(), +}); + +export const GraphQLConfigSchema = z.object({ + enabled: z.boolean().default(false), + endpoint: z.string().default('/graphql'), + playground: z.boolean().default(true), + introspection: z.boolean().default(true), + queryDepthLimit: z.number().default(10), + complexityLimit: z.number().default(1000), + queries: z.array(GraphQLQueryConfigSchema).optional(), + mutations: z.array(GraphQLMutationConfigSchema).optional(), + subscriptions: z.array(GraphQLSubscriptionConfigSchema).optional(), +}); + +export type GraphQLConfig = z.infer; +``` + +**Rationale / 原因**: +- Hasura and Prisma prove GraphQL is essential for modern data APIs +- Type-safe schema generation from ObjectQL definitions +- Automatic resolver generation based on permissions + +--- + +#### Cache Protocol (Priority: ⭐⭐⭐) +**File**: `packages/spec/src/system/cache.zod.ts` + +```typescript +import { z } from 'zod'; + +/** + * Multi-tier caching strategy + * Supports Memory, Redis, CDN + */ +export const CacheStrategySchema = z.enum([ + 'lru', // Least Recently Used + 'lfu', // Least Frequently Used + 'fifo', // First In First Out + 'ttl', // Time To Live only + 'adaptive', // Dynamic strategy selection +]); + +export const CacheTierSchema = z.object({ + name: z.string(), + type: z.enum(['memory', 'redis', 'memcached', 'cdn']), + maxSize: z.number().optional().describe('Max size in MB'), + ttl: z.number().default(300).describe('Default TTL in seconds'), + strategy: CacheStrategySchema.default('lru'), + warmup: z.boolean().default(false), +}); + +export const CacheInvalidationSchema = z.object({ + trigger: z.enum(['create', 'update', 'delete', 'manual']), + scope: z.enum(['key', 'pattern', 'tag', 'all']), + pattern: z.string().optional(), + tags: z.array(z.string()).optional(), +}); + +export const CacheConfigSchema = z.object({ + enabled: z.boolean().default(false), + tiers: z.array(CacheTierSchema), + invalidation: z.array(CacheInvalidationSchema), + prefetch: z.boolean().default(false), + compression: z.boolean().default(false), + encryption: z.boolean().default(false), +}); + +export type CacheConfig = z.infer; +``` + +--- + +#### Object Storage Protocol (Priority: ⭐⭐) +**File**: `packages/spec/src/system/object-storage.zod.ts` + +```typescript +import { z } from 'zod'; + +/** + * Object storage protocol for file/blob management + * Compatible with S3, Azure Blob, GCS, MinIO + */ +export const StorageProviderSchema = z.enum([ + 's3', + 'azure-blob', + 'gcs', + 'minio', + 'local', +]); + +export const BucketConfigSchema = z.object({ + name: z.string(), + region: z.string().optional(), + public: z.boolean().default(false), + versioning: z.boolean().default(false), + encryption: z.enum(['none', 'aes256', 'kms']).default('none'), + lifecycle: z.object({ + expirationDays: z.number().optional(), + transitionToArchive: z.number().optional(), + }).optional(), +}); + +export const PresignedUrlConfigSchema = z.object({ + expiration: z.number().default(3600).describe('Expiration in seconds'), + allowedOperations: z.array(z.enum(['get', 'put', 'delete'])), +}); + +export const ObjectStorageConfigSchema = z.object({ + provider: StorageProviderSchema, + accessKeyId: z.string().optional(), + secretAccessKey: z.string().optional(), + endpoint: z.string().optional(), + buckets: z.array(BucketConfigSchema), + multipartThreshold: z.number().default(5242880).describe('5MB in bytes'), + presignedUrls: PresignedUrlConfigSchema.optional(), +}); + +export type ObjectStorageConfig = z.infer; +``` + +--- + +#### Message Queue Protocol (Priority: ⭐⭐) +**File**: `packages/spec/src/system/message-queue.zod.ts` + +```typescript +import { z } from 'zod'; + +/** + * Message queue protocol for async communication + * Supports Kafka, RabbitMQ, AWS SQS, Redis Pub/Sub + */ +export const MessageQueueProviderSchema = z.enum([ + 'kafka', + 'rabbitmq', + 'aws-sqs', + 'redis-pubsub', + 'google-pubsub', + 'azure-service-bus', +]); + +export const TopicConfigSchema = z.object({ + name: z.string(), + partitions: z.number().default(1), + replicationFactor: z.number().default(1), + retentionMs: z.number().optional(), + compressionType: z.enum(['none', 'gzip', 'snappy', 'lz4']).default('none'), +}); + +export const ConsumerConfigSchema = z.object({ + groupId: z.string(), + autoOffsetReset: z.enum(['earliest', 'latest']).default('latest'), + enableAutoCommit: z.boolean().default(true), + maxPollRecords: z.number().default(500), +}); + +export const DeadLetterQueueSchema = z.object({ + enabled: z.boolean().default(false), + maxRetries: z.number().default(3), + queueName: z.string(), +}); + +export const MessageQueueConfigSchema = z.object({ + provider: MessageQueueProviderSchema, + topics: z.array(TopicConfigSchema), + consumers: z.array(ConsumerConfigSchema).optional(), + deadLetterQueue: DeadLetterQueueSchema.optional(), + ssl: z.boolean().default(false), + sasl: z.object({ + mechanism: z.enum(['plain', 'scram-sha-256', 'scram-sha-512']), + username: z.string(), + password: z.string(), + }).optional(), +}); + +export type MessageQueueConfig = z.infer; +``` + +--- + +#### Search Engine Protocol (Priority: ⭐⭐) +**File**: `packages/spec/src/system/search-engine.zod.ts` + +```typescript +import { z } from 'zod'; + +/** + * Full-text search protocol + * Supports Elasticsearch, Algolia, Meilisearch, Typesense + */ +export const SearchProviderSchema = z.enum([ + 'elasticsearch', + 'algolia', + 'meilisearch', + 'typesense', + 'opensearch', +]); + +export const AnalyzerConfigSchema = z.object({ + type: z.enum(['standard', 'simple', 'whitespace', 'keyword', 'pattern', 'language']), + language: z.string().optional(), + stopwords: z.array(z.string()).optional(), + customFilters: z.array(z.string()).optional(), +}); + +export const SearchIndexConfigSchema = z.object({ + indexName: z.string(), + objectName: z.string().describe('Source ObjectQL object'), + fields: z.array(z.object({ + name: z.string(), + type: z.enum(['text', 'keyword', 'number', 'date', 'boolean', 'geo']), + analyzer: z.string().optional(), + searchable: z.boolean().default(true), + filterable: z.boolean().default(false), + sortable: z.boolean().default(false), + boost: z.number().default(1), + })), + replicas: z.number().default(1), + shards: z.number().default(1), +}); + +export const FacetConfigSchema = z.object({ + field: z.string(), + maxValues: z.number().default(10), + sort: z.enum(['count', 'alpha']).default('count'), +}); + +export const SearchConfigSchema = z.object({ + provider: SearchProviderSchema, + indexes: z.array(SearchIndexConfigSchema), + analyzers: z.record(AnalyzerConfigSchema).optional(), + facets: z.array(FacetConfigSchema).optional(), + typoTolerance: z.boolean().default(true), + synonyms: z.record(z.array(z.string())).optional(), + ranking: z.array(z.enum(['typo', 'geo', 'words', 'filters', 'proximity', 'attribute', 'exact', 'custom'])).optional(), +}); + +export type SearchConfig = z.infer; +``` + +--- + +### 1.2 Security & Compliance Protocols + +#### Encryption Protocol (Priority: ⭐⭐⭐) +**File**: `packages/spec/src/system/encryption.zod.ts` + +```typescript +import { z } from 'zod'; + +/** + * Field-level encryption protocol + * GDPR/HIPAA/PCI-DSS compliant + */ +export const EncryptionAlgorithmSchema = z.enum([ + 'aes-256-gcm', + 'aes-256-cbc', + 'chacha20-poly1305', +]); + +export const KeyManagementProviderSchema = z.enum([ + 'local', + 'aws-kms', + 'azure-key-vault', + 'gcp-kms', + 'hashicorp-vault', +]); + +export const KeyRotationPolicySchema = z.object({ + enabled: z.boolean().default(false), + frequencyDays: z.number().min(1).default(90), + retainOldVersions: z.number().default(3), + autoRotate: z.boolean().default(true), +}); + +export const EncryptionConfigSchema = z.object({ + enabled: z.boolean().default(false), + algorithm: EncryptionAlgorithmSchema.default('aes-256-gcm'), + keyManagement: z.object({ + provider: KeyManagementProviderSchema, + keyId: z.string().optional(), + rotationPolicy: KeyRotationPolicySchema.optional(), + }), + scope: z.enum(['field', 'record', 'table', 'database']), + deterministicEncryption: z.boolean().default(false).describe('Allows equality queries on encrypted data'), + searchableEncryption: z.boolean().default(false).describe('Allows search on encrypted data'), +}); + +export const FieldEncryptionSchema = z.object({ + fieldName: z.string(), + encryptionConfig: EncryptionConfigSchema, + indexable: z.boolean().default(false), +}); + +export type EncryptionConfig = z.infer; +export type FieldEncryption = z.infer; +``` + +--- + +#### Compliance Protocol (Priority: ⭐⭐⭐) +**File**: `packages/spec/src/system/compliance.zod.ts` + +```typescript +import { z } from 'zod'; + +/** + * Compliance protocol for GDPR, CCPA, HIPAA, SOX, PCI-DSS + */ +export const GDPRConfigSchema = z.object({ + enabled: z.boolean(), + dataSubjectRights: z.object({ + rightToAccess: z.boolean().default(true), + rightToRectification: z.boolean().default(true), + rightToErasure: z.boolean().default(true), + rightToRestriction: z.boolean().default(true), + rightToPortability: z.boolean().default(true), + rightToObject: z.boolean().default(true), + }), + legalBasis: z.enum([ + 'consent', + 'contract', + 'legal-obligation', + 'vital-interests', + 'public-task', + 'legitimate-interests', + ]), + consentTracking: z.boolean().default(true), + dataRetentionDays: z.number().optional(), + dataProcessingAgreement: z.string().optional(), +}); + +export const HIPAAConfigSchema = z.object({ + enabled: z.boolean(), + phi: z.object({ + encryption: z.boolean().default(true), + accessControl: z.boolean().default(true), + auditTrail: z.boolean().default(true), + backupAndRecovery: z.boolean().default(true), + }), + businessAssociateAgreement: z.boolean().default(false), +}); + +export const PCIDSSConfigSchema = z.object({ + enabled: z.boolean(), + level: z.enum(['1', '2', '3', '4']), + cardDataFields: z.array(z.string()), + tokenization: z.boolean().default(true), + encryptionInTransit: z.boolean().default(true), + encryptionAtRest: z.boolean().default(true), +}); + +export const AuditLogConfigSchema = z.object({ + enabled: z.boolean().default(true), + retentionDays: z.number().default(365), + immutable: z.boolean().default(true), + signLogs: z.boolean().default(false), + events: z.array(z.enum([ + 'create', + 'read', + 'update', + 'delete', + 'export', + 'permission-change', + 'login', + 'logout', + 'failed-login', + ])), +}); + +export const ComplianceConfigSchema = z.object({ + gdpr: GDPRConfigSchema.optional(), + hipaa: HIPAAConfigSchema.optional(), + pciDss: PCIDSSConfigSchema.optional(), + auditLog: AuditLogConfigSchema, +}); + +export type ComplianceConfig = z.infer; +``` + +--- + +#### Data Masking Protocol (Priority: ⭐⭐) +**File**: `packages/spec/src/system/masking.zod.ts` + +```typescript +import { z } from 'zod'; + +/** + * Data masking protocol for PII protection + */ +export const MaskingStrategySchema = z.enum([ + 'redact', // Complete redaction: **** + 'partial', // Partial masking: 138****5678 + 'hash', // Hash value: sha256(value) + 'tokenize', // Tokenization: token-12345 + 'randomize', // Randomize: generate random value + 'nullify', // Null value: null + 'substitute', // Substitute with dummy data +]); + +export const MaskingRuleSchema = z.object({ + field: z.string(), + strategy: MaskingStrategySchema, + pattern: z.string().optional().describe('Regex pattern for partial masking'), + preserveFormat: z.boolean().default(true), + preserveLength: z.boolean().default(true), + roles: z.array(z.string()).optional().describe('Roles that see masked data'), + exemptRoles: z.array(z.string()).optional().describe('Roles that see unmasked data'), +}); + +export const MaskingConfigSchema = z.object({ + enabled: z.boolean().default(false), + rules: z.array(MaskingRuleSchema), + auditUnmasking: z.boolean().default(true), +}); + +export type MaskingConfig = z.infer; +``` + +--- + +## 2. Protocol Enhancement Recommendations / 协议增强建议 + +### 2.1 Field Protocol Enhancement + +**Current**: `packages/spec/src/data/field.zod.ts` +**Enhancement**: Add encryption, masking, audit, and caching + +```typescript +import { z } from 'zod'; +import { EncryptionConfigSchema } from '../system/encryption.zod'; +import { MaskingRuleSchema } from '../system/masking.zod'; + +export const FieldSchema = z.object({ + // ... existing fields (name, label, type, etc.) + + // ✅ NEW: Encryption support + encryption: EncryptionConfigSchema.optional(), + + // ✅ NEW: Masking rules + masking: MaskingRuleSchema.optional(), + + // ✅ NEW: Audit trail + auditTrail: z.boolean().default(false), + + // ✅ NEW: Field dependencies + dependencies: z.array(z.string()).optional(), + + // ✅ NEW: Computed field caching + cached: z.object({ + enabled: z.boolean(), + ttl: z.number(), + invalidateOn: z.array(z.string()), + }).optional(), + + // ✅ NEW: Data quality rules + dataQuality: z.object({ + uniqueness: z.boolean().default(false), + completeness: z.number().min(0).max(1).default(1), + accuracy: z.object({ + source: z.string(), + threshold: z.number(), + }).optional(), + }).optional(), + + // ✅ NEW: File/attachment configuration + fileConfig: z.object({ + maxSize: z.number(), + allowedTypes: z.array(z.string()), + virusScan: z.boolean().default(true), + storageProvider: z.string(), + }).optional(), +}); +``` + +--- + +### 2.2 Object Protocol Enhancement + +**Current**: `packages/spec/src/data/object.zod.ts` +**Enhancement**: Add multi-tenancy, soft delete, versioning, partitioning + +```typescript +import { z } from 'zod'; + +export const ObjectSchema = z.object({ + // ... existing fields (name, label, fields, etc.) + + // ✅ NEW: Multi-tenancy configuration + tenancy: z.object({ + enabled: z.boolean(), + strategy: z.enum(['shared', 'isolated', 'hybrid']), + tenantField: z.string().default('tenant_id'), + crossTenantAccess: z.boolean().default(false), + }).optional(), + + // ✅ NEW: Soft delete + softDelete: z.object({ + enabled: z.boolean(), + field: z.string().default('deleted_at'), + cascadeDelete: z.boolean().default(false), + }).optional(), + + // ✅ NEW: Versioning + versioning: z.object({ + enabled: z.boolean(), + strategy: z.enum(['snapshot', 'delta', 'event-sourcing']), + retentionDays: z.number().optional(), + versionField: z.string().default('version'), + }).optional(), + + // ✅ NEW: Partitioning strategy + partitioning: z.object({ + enabled: z.boolean(), + strategy: z.enum(['range', 'hash', 'list']), + key: z.string(), + interval: z.string().optional(), + }).optional(), + + // ✅ NEW: Index definitions + indexes: z.array(z.object({ + name: z.string(), + fields: z.array(z.string()), + type: z.enum(['btree', 'hash', 'gin', 'gist', 'fulltext']), + unique: z.boolean().default(false), + partial: z.string().optional(), + })).optional(), + + // ✅ NEW: Change Data Capture + cdc: z.object({ + enabled: z.boolean(), + events: z.array(z.enum(['insert', 'update', 'delete'])), + destination: z.string(), + }).optional(), +}); +``` + +--- + +## 3. Driver Protocol Standardization / 驱动协议标准化 + +### 3.1 Enhanced Driver Capabilities + +**Current**: `packages/spec/src/system/driver.zod.ts` +**Enhancement**: More granular capability flags + +```typescript +import { z } from 'zod'; + +export const DriverCapabilitiesSchema = z.object({ + // Basic CRUD + create: z.boolean().default(true), + read: z.boolean().default(true), + update: z.boolean().default(true), + delete: z.boolean().default(true), + + // Bulk operations + bulkCreate: z.boolean().default(false), + bulkUpdate: z.boolean().default(false), + bulkDelete: z.boolean().default(false), + + // Transactions + transactions: z.boolean().default(false), + savepoints: z.boolean().default(false), + isolationLevels: z.array(z.enum([ + 'read-uncommitted', + 'read-committed', + 'repeatable-read', + 'serializable', + ])).optional(), + + // Query capabilities + queryFilters: z.boolean().default(true), + queryAggregations: z.boolean().default(false), + querySorting: z.boolean().default(true), + queryPagination: z.boolean().default(true), + queryWindowFunctions: z.boolean().default(false), + querySubqueries: z.boolean().default(false), + queryCTE: z.boolean().default(false), + + // Advanced features + fullTextSearch: z.boolean().default(false), + jsonQuery: z.boolean().default(false), + geospatialQuery: z.boolean().default(false), + streaming: z.boolean().default(false), + + // Schema management + schemaSync: z.boolean().default(false), + migrations: z.boolean().default(false), + indexes: z.boolean().default(false), + + // Performance + connectionPooling: z.boolean().default(false), + preparedStatements: z.boolean().default(false), + queryCache: z.boolean().default(false), +}); + +export const DriverConfigSchema = z.object({ + name: z.string(), + type: z.enum(['sql', 'nosql', 'cache', 'search', 'graph', 'timeseries']), + capabilities: DriverCapabilitiesSchema, + connectionString: z.string().optional(), + poolConfig: z.object({ + min: z.number().default(2), + max: z.number().default(10), + idleTimeoutMillis: z.number().default(30000), + connectionTimeoutMillis: z.number().default(5000), + }).optional(), +}); + +export type DriverConfig = z.infer; +export type DriverCapabilities = z.infer; +``` + +--- + +### 3.2 SQL-Specific Driver Protocol + +**New**: `packages/spec/src/system/driver-sql.zod.ts` + +```typescript +import { z } from 'zod'; +import { DriverConfigSchema } from './driver.zod'; + +export const SQLDialectSchema = z.enum([ + 'postgresql', + 'mysql', + 'sqlite', + 'mssql', + 'oracle', + 'mariadb', +]); + +export const DataTypeMappingSchema = z.object({ + text: z.string(), + number: z.string(), + boolean: z.string(), + date: z.string(), + datetime: z.string(), + json: z.string().optional(), + uuid: z.string().optional(), + binary: z.string().optional(), +}); + +export const SQLDriverConfigSchema = DriverConfigSchema.extend({ + type: z.literal('sql'), + dialect: SQLDialectSchema, + dataTypeMapping: DataTypeMappingSchema, + ssl: z.boolean().default(false), + sslConfig: z.object({ + rejectUnauthorized: z.boolean().default(true), + ca: z.string().optional(), + cert: z.string().optional(), + key: z.string().optional(), + }).optional(), +}); + +export type SQLDriverConfig = z.infer; +``` + +--- + +## 4. API Protocol Completeness / API协议完整性 + +### 4.1 WebSocket Enhancement + +**Current**: `packages/spec/src/api/websocket.zod.ts` +**Enhancement**: Add collaboration features + +```typescript +import { z } from 'zod'; + +export const WebSocketEventSchema = z.object({ + type: z.enum([ + 'subscribe', + 'unsubscribe', + 'data-change', + 'presence-update', + 'cursor-update', + 'error', + ]), + channel: z.string(), + payload: z.any(), + timestamp: z.number(), +}); + +export const PresenceStateSchema = z.object({ + userId: z.string(), + userName: z.string(), + status: z.enum(['online', 'away', 'offline']), + lastSeen: z.number(), + metadata: z.record(z.any()).optional(), +}); + +export const CursorPositionSchema = z.object({ + userId: z.string(), + recordId: z.string(), + fieldName: z.string(), + position: z.number(), + selection: z.object({ + start: z.number(), + end: z.number(), + }).optional(), +}); + +export const WebSocketConfigSchema = z.object({ + enabled: z.boolean().default(false), + path: z.string().default('/ws'), + heartbeatInterval: z.number().default(30000), + reconnectAttempts: z.number().default(5), + presence: z.boolean().default(false), + cursorSharing: z.boolean().default(false), +}); + +export type WebSocketConfig = z.infer; +``` + +--- + +## 5. Security Protocol Framework / 安全协议框架 + +### 5.1 Row-Level Security Enhancement + +**Current**: `packages/spec/src/auth/permission.zod.ts` +**Enhancement**: Add dynamic RLS rules + +```typescript +import { z } from 'zod'; + +export const RLSRuleSchema = z.object({ + name: z.string(), + objectName: z.string(), + operation: z.enum(['read', 'create', 'update', 'delete']), + filter: z.object({ + field: z.string(), + operator: z.enum(['eq', 'ne', 'in', 'nin', 'gt', 'gte', 'lt', 'lte']), + value: z.union([ + z.string(), + z.number(), + z.boolean(), + z.array(z.any()), + z.object({ contextVariable: z.string() }), + ]), + }), + enabled: z.boolean().default(true), + priority: z.number().default(0), +}); + +export const PermissionSchema = z.object({ + // ... existing fields + + // ✅ NEW: Row-level security + rls: z.array(RLSRuleSchema).optional(), + + // ✅ NEW: Context-based access control + contextVariables: z.record(z.any()).optional(), +}); +``` + +--- + +## 6. Integration Protocol Templates / 集成协议模板 + +### 6.1 SaaS Connector Template + +**New**: `packages/spec/src/system/connector-template.zod.ts` + +```typescript +import { z } from 'zod'; + +export const AuthMethodSchema = z.enum([ + 'oauth2', + 'api-key', + 'jwt', + 'basic', + 'saml', +]); + +export const OAuth2ConfigSchema = z.object({ + authorizationUrl: z.string().url(), + tokenUrl: z.string().url(), + clientId: z.string(), + clientSecret: z.string(), + scopes: z.array(z.string()), + redirectUri: z.string().url().optional(), +}); + +export const FieldMappingSchema = z.object({ + source: z.string(), + target: z.string(), + transformation: z.enum([ + 'none', + 'uppercase', + 'lowercase', + 'trim', + 'split', + 'join', + 'custom', + ]).default('none'), + customTransform: z.string().optional(), +}); + +export const SyncConfigSchema = z.object({ + direction: z.enum(['inbound', 'outbound', 'bidirectional']), + frequency: z.object({ + type: z.enum(['realtime', 'scheduled', 'manual']), + cron: z.string().optional(), + }), + conflictResolution: z.enum([ + 'source-wins', + 'target-wins', + 'latest-wins', + 'manual', + ]).default('latest-wins'), +}); + +export const ConnectorTemplateSchema = z.object({ + name: z.string(), + version: z.string(), + authMethod: AuthMethodSchema, + authConfig: z.union([ + OAuth2ConfigSchema, + z.object({ apiKey: z.string() }), + z.object({ username: z.string(), password: z.string() }), + ]), + endpoints: z.record(z.object({ + url: z.string(), + method: z.enum(['GET', 'POST', 'PUT', 'PATCH', 'DELETE']), + headers: z.record(z.string()).optional(), + })), + fieldMappings: z.array(FieldMappingSchema), + syncConfig: SyncConfigSchema, + rateLimiting: z.object({ + requestsPerSecond: z.number(), + retryStrategy: z.enum(['exponential-backoff', 'linear', 'none']), + maxRetries: z.number().default(3), + }).optional(), +}); + +export type ConnectorTemplate = z.infer; +``` + +--- + +## 7. Competitive Analysis / 竞品分析 + +### 7.1 ObjectStack vs. Salesforce + +| Feature / 功能 | Salesforce | ObjectStack (Current) | ObjectStack (Target) | +|---|:---:|:---:|:---:| +| **Object Definition** | ✅ Custom Objects | ✅ Object Protocol | ✅ Enhanced | +| **Field Types** | ✅ 20+ types | ✅ 15+ types | ✅ 25+ types | +| **Workflow Automation** | ✅ Flow Builder | ✅ Flow Protocol | ✅ Enhanced | +| **Permission Model** | ✅ RBAC + RLS | ✅ RBAC only | ✅ RBAC + RLS | +| **API Support** | ✅ REST + SOAP | ✅ REST + OData | ✅ REST + GraphQL | +| **Platform Encryption** | ✅ Shield | ❌ Missing | ✅ Protocol defined | +| **External Lookups** | ✅ Yes | ❌ Missing | ✅ Connector protocol | +| **Multi-tenancy** | ✅ Native | ⚠️ Spec only | ✅ Protocol + Impl | + +**Gap Analysis**: +- ❌ Missing: Platform encryption protocol → **Add encryption.zod.ts** +- ❌ Missing: External lookup protocol → **Enhance connector.zod.ts** +- ❌ Missing: Row-level security → **Enhance permission.zod.ts** + +--- + +### 7.2 ObjectStack vs. Prisma Schema + +| Feature / 功能 | Prisma | ObjectStack | +|---|:---:|:---:| +| **Schema Language** | Custom DSL | Zod (TypeScript) | +| **Type Safety** | ✅ Generated types | ✅ Inferred types | +| **Runtime Validation** | ❌ No | ✅ Yes (Zod) | +| **Multi-database** | ✅ 10+ databases | ⚠️ 1 (InMemory) | +| **Migrations** | ✅ Built-in | ❌ Missing | +| **Seeding** | ✅ Built-in | ❌ Missing | +| **Relations** | ✅ Native | ✅ Lookup/Master-Detail | + +**Recommendations**: +- Define migration protocol in driver.zod.ts +- Add seed data protocol +- Leverage Zod's runtime validation advantage in marketing + +--- + +## 📝 Implementation Checklist / 实施检查清单 + +### Priority 0 (Critical) - Protocol Specs Only + +- [ ] `packages/spec/src/api/graphql.zod.ts` +- [ ] `packages/spec/src/system/encryption.zod.ts` +- [ ] `packages/spec/src/system/compliance.zod.ts` +- [ ] `packages/spec/src/system/cache.zod.ts` +- [ ] `packages/spec/src/system/driver-sql.zod.ts` +- [ ] Enhance `driver.zod.ts` with granular capabilities +- [ ] Enhance `field.zod.ts` with encryption/masking +- [ ] Enhance `object.zod.ts` with multi-tenancy + +### Priority 1 (High) - Protocol Specs Only + +- [ ] `packages/spec/src/system/object-storage.zod.ts` +- [ ] `packages/spec/src/system/message-queue.zod.ts` +- [ ] `packages/spec/src/system/search-engine.zod.ts` +- [ ] `packages/spec/src/system/masking.zod.ts` +- [ ] `packages/spec/src/system/multi-tenancy.zod.ts` +- [ ] Enhance `websocket.zod.ts` with collaboration +- [ ] Enhance `permission.zod.ts` with RLS + +### Priority 2 (Medium) - Protocol Specs Only + +- [ ] `packages/spec/src/system/time-series.zod.ts` +- [ ] `packages/spec/src/system/graph-database.zod.ts` +- [ ] `packages/spec/src/system/logging.zod.ts` +- [ ] `packages/spec/src/system/metrics.zod.ts` +- [ ] `packages/spec/src/system/tracing.zod.ts` +- [ ] `packages/spec/src/system/connector-template.zod.ts` + +### Implementation Repos (Separate Projects) + +Implementations should be created in separate repositories: +- 🔌 Driver implementations: `objectstack-ai/driver-*` +- 🔌 Connector implementations: `objectstack-ai/connector-*` +- 🔌 Plugin implementations: `objectstack-ai/plugin-*` + +--- + +## 🎯 Success Criteria / 成功标准 + +Protocol definitions are successful when: +1. ✅ All schemas pass Zod validation tests +2. ✅ TypeScript types are correctly inferred +3. ✅ JSON Schemas are auto-generated +4. ✅ Documentation is comprehensive +5. ✅ Interface contracts are complete +6. ✅ Breaking changes follow semver +7. ✅ Implementers can build plugins without ambiguity + +--- + +**Document Version**: 2.0 +**Last Updated**: 2026-01-30 +**Scope**: Protocol specifications only (no implementation code) diff --git a/TRANSFORMATION_PLAN_V2.md b/TRANSFORMATION_PLAN_V2.md new file mode 100644 index 000000000..dbf776e9d --- /dev/null +++ b/TRANSFORMATION_PLAN_V2.md @@ -0,0 +1,643 @@ +# ObjectStack Protocol Transformation Plan +# 协议改造计划 + +**Plan Version / 计划版本**: 2.0 +**Created / 制定日期**: 2026-01-29 +**Updated / 更新日期**: 2026-01-30 +**Implementation Cycle / 实施周期**: 12 Months / 12个月 +**Objective / 目标**: Define comprehensive protocol specifications for enterprise software ecosystem + +--- + +## 🏗️ Architecture Principles / 架构原则 + +### Repository Scope / 仓库职责 + +**This Repository (`objectstack-ai/spec`) - Protocol Definitions Only** +**本仓库 (`objectstack-ai/spec`) - 仅协议定义** + +✅ **What belongs in this repo / 属于本仓库的内容:** +- Zod Schema definitions (runtime validation) +- TypeScript type definitions (derived from Zod) +- JSON Schema generation (for IDE support) +- Protocol documentation and specifications +- Interface contracts and API definitions +- Version management and compatibility rules + +❌ **What does NOT belong in this repo / 不属于本仓库的内容:** +- Actual driver implementations (PostgreSQL, MySQL, MongoDB, etc.) +- Connector implementations (Salesforce, Slack, etc.) +- Business logic and runtime engines +- Plugin code with actual functionality +- Database-specific query builders +- HTTP clients and server implementations + +### Implementation Strategy / 实现策略 + +``` +┌─────────────────────────────────────────────────────────┐ +│ 📜 Protocol Layer (THIS REPO) │ +│ objectstack-ai/spec │ +│ ┌─────────────────────────────────────────────────┐ │ +│ │ Zod Schemas + TypeScript Types + JSON Schemas │ │ +│ └─────────────────────────────────────────────────┘ │ +└─────────────────────────────────────────────────────────┘ + ↓ imports +┌─────────────────────────────────────────────────────────┐ +│ 🔌 Implementation Layer (SEPARATE REPOS) │ +│ │ +│ objectstack-ai/driver-postgres │ +│ objectstack-ai/driver-mysql │ +│ objectstack-ai/driver-mongodb │ +│ objectstack-ai/connector-salesforce │ +│ objectstack-ai/plugin-encryption │ +│ objectstack-ai/template-crm │ +└─────────────────────────────────────────────────────────┘ +``` + +--- + +## 🎯 Transformation Objectives / 改造目标 + +### Vision / 愿景 + +Become the **Universal Protocol Standard** for enterprise software in the **Post-SaaS Era** +成为**后SaaS时代**企业软件的**通用协议标准** + +### Quantitative Goals (for Spec Repo) / 量化目标（针对规范仓库） + +| Dimension / 维度 | Current / 当前 | Target / 目标 | +|---|:---:|:---:| +| **Protocol Coverage / 协议覆盖率** | 71 files | 90+ files | +| **Missing Critical Protocols / 缺失关键协议** | 9+ gaps | 0 gaps | +| **Test Coverage / 测试覆盖率** | 72% | 95% | +| **Documentation Completeness / 文档完整性** | 80% | 95% | +| **JSON Schema Generation / JSON Schema生成** | Manual | Automated | +| **Version Management / 版本管理** | Basic | Semantic | + +--- + +## 📅 Four-Phase Implementation Plan / 四阶段实施计划 + +--- + +## 🏗️ Phase 1: Core Protocol Completion (Q1 2026) +## 阶段1：核心协议完善 + +**Timeline / 时间线**: 3 Months / 3个月 +**Focus / 重点**: Complete missing database, security, and caching protocols + +### 1.1 Database Driver Protocols / 数据库驱动协议 + +#### In THIS Repo (Spec Definitions) / 在本仓库（规范定义） + +**Enhance Driver Interface Protocol** +- [ ] Update `packages/spec/src/system/driver.zod.ts` + - [ ] Add transaction isolation level capabilities + - [ ] Add full-text search capability flags + - [ ] Add JSON/JSONB query capability flags + - [ ] Add recursive query (CTE) capability flags + - [ ] Add streaming result capability flags + - [ ] Add connection pooling configuration schema + - [ ] Add migration/schema sync protocol + +**Define SQL Driver Protocol** +- [ ] Create `packages/spec/src/system/driver-sql.zod.ts` + - [ ] SQL dialect enum (PostgreSQL, MySQL, SQLite, MSSQL) + - [ ] Data type mapping schema + - [ ] Index type schema (btree, hash, gin, gist, fulltext) + - [ ] Transaction configuration schema + - [ ] Connection pool configuration schema + - [ ] Prepared statement configuration schema + +**Define NoSQL Driver Protocol** +- [ ] Create `packages/spec/src/system/driver-nosql.zod.ts` + - [ ] NoSQL type enum (Document, Key-Value, Column, Graph) + - [ ] Aggregation pipeline schema (for MongoDB-like databases) + - [ ] Embedded document schema + - [ ] Array query schema + - [ ] Geospatial query schema + +**Define Cache Driver Protocol** +- [ ] Create `packages/spec/src/system/driver-cache.zod.ts` + - [ ] Cache strategy enum (LRU, LFU, FIFO) + - [ ] TTL configuration schema + - [ ] Eviction policy schema + - [ ] Cache invalidation strategy schema + - [ ] Pub/Sub capability schema + +#### In SEPARATE Repos (Implementations) / 在独立仓库（实现） + +**Reference Implementation Repositories** (to be created separately): +- 🔌 `objectstack-ai/driver-postgres` - PostgreSQL driver implementation +- 🔌 `objectstack-ai/driver-mysql` - MySQL driver implementation +- 🔌 `objectstack-ai/driver-mongodb` - MongoDB driver implementation +- 🔌 `objectstack-ai/driver-redis` - Redis driver implementation +- 🔌 `objectstack-ai/driver-sqlite` - SQLite driver implementation + +--- + +### 1.2 Security & Encryption Protocols / 安全与加密协议 + +#### In THIS Repo (Spec Definitions) / 在本仓库（规范定义） + +**Field-Level Encryption Protocol** +- [ ] Create `packages/spec/src/system/encryption.zod.ts` + - [ ] Encryption algorithm enum (AES-256-GCM, AES-256-CBC, ChaCha20-Poly1305) + - [ ] Key management provider schema (AWS KMS, Azure Key Vault, GCP KMS, HashiCorp Vault) + - [ ] Key rotation policy schema + - [ ] Encryption scope enum (field, record, table, database) + - [ ] Deterministic encryption configuration + - [ ] Searchable encryption configuration + +**Data Masking Protocol** +- [ ] Create `packages/spec/src/system/masking.zod.ts` + - [ ] Masking strategy enum (redact, partial, hash, tokenize, randomize, nullify) + - [ ] Masking rule schema + - [ ] Pattern-based masking configuration + - [ ] Role-based masking configuration + +**Compliance Protocol** +- [ ] Create `packages/spec/src/system/compliance.zod.ts` + - [ ] GDPR configuration schema + - [ ] CCPA configuration schema + - [ ] HIPAA configuration schema + - [ ] SOX configuration schema + - [ ] PCI-DSS configuration schema + - [ ] Audit log configuration schema + - [ ] Data retention policy schema + +**Row-Level Security Protocol** +- [ ] Enhance `packages/spec/src/auth/permission.zod.ts` + - [ ] Add row-level security rule schema + - [ ] Add dynamic filter configuration + - [ ] Add context-based access control + +#### In SEPARATE Repos (Implementations) / 在独立仓库（实现） + +**Reference Implementation Repositories**: +- 🔌 `objectstack-ai/plugin-encryption` - Encryption service implementation +- 🔌 `objectstack-ai/plugin-masking` - Data masking implementation +- 🔌 `objectstack-ai/plugin-compliance` - Compliance toolkit implementation + +--- + +### 1.3 Multi-Tenancy Protocol / 多租户协议 + +#### In THIS Repo (Spec Definitions) / 在本仓库（规范定义） + +**Tenant Isolation Protocol** +- [ ] Create `packages/spec/src/system/multi-tenancy.zod.ts` + - [ ] Tenancy strategy enum (shared, isolated, hybrid) + - [ ] Tenant identification schema + - [ ] Tenant context propagation schema + - [ ] Cross-tenant access control schema + - [ ] Tenant-specific configuration schema + +**Enhance Object Protocol for Multi-Tenancy** +- [ ] Update `packages/spec/src/data/object.zod.ts` + - [ ] Add tenancy configuration field + - [ ] Add tenant field specification + - [ ] Add tenant isolation rules + +#### In SEPARATE Repos (Implementations) / 在独立仓库（实现） + +**Reference Implementation Repositories**: +- 🔌 `objectstack-ai/plugin-multitenancy` - Multi-tenancy middleware + +--- + +## 🚀 Phase 2: API & Integration Protocols (Q2 2026) +## 阶段2：API与集成协议 + +**Timeline / 时间线**: 3 Months / 3个月 +**Focus / 重点**: GraphQL, WebSocket, and connector protocols + +### 2.1 GraphQL Protocol / GraphQL协议 + +#### In THIS Repo (Spec Definitions) / 在本仓库（规范定义） + +**GraphQL Schema Generation Protocol** +- [ ] Create `packages/spec/src/api/graphql.zod.ts` + - [ ] GraphQL type mapping from ObjectQL + - [ ] Query generation configuration + - [ ] Mutation generation configuration + - [ ] Subscription configuration + - [ ] Resolver configuration schema + - [ ] DataLoader configuration schema + - [ ] GraphQL directive schema + +**GraphQL Security Protocol** +- [ ] Add to `packages/spec/src/api/graphql.zod.ts` + - [ ] Query depth limiting schema + - [ ] Query complexity calculation schema + - [ ] Rate limiting configuration + - [ ] Persisted query configuration + +#### In SEPARATE Repos (Implementations) / 在独立仓库（实现） + +**Reference Implementation Repositories**: +- 🔌 `objectstack-ai/api-graphql` - GraphQL schema generator & resolver + +--- + +### 2.2 Real-Time Protocol / 实时通信协议 + +#### In THIS Repo (Spec Definitions) / 在本仓库（规范定义） + +**WebSocket Event Protocol** +- [ ] Enhance `packages/spec/src/api/websocket.zod.ts` + - [ ] Event subscription schema + - [ ] Event filtering schema + - [ ] Presence tracking schema + - [ ] Collaborative editing protocol + +**Real-Time Collaboration Protocol** +- [ ] Create `packages/spec/src/system/collaboration.zod.ts` + - [ ] Operational transformation schema + - [ ] CRDT (Conflict-free Replicated Data Type) schema + - [ ] Cursor sharing schema + - [ ] Awareness state schema + +#### In SEPARATE Repos (Implementations) / 在独立仓库（实现） + +**Reference Implementation Repositories**: +- 🔌 `objectstack-ai/plugin-realtime` - WebSocket server implementation +- 🔌 `objectstack-ai/plugin-collaboration` - Real-time collaboration engine + +--- + +### 2.3 Connector Protocols / 连接器协议 + +#### In THIS Repo (Spec Definitions) / 在本仓库（规范定义） + +**External System Connector Protocol** +- [ ] Enhance `packages/spec/src/system/connector.zod.ts` + - [ ] Authentication method schema (OAuth2, API Key, JWT, SAML) + - [ ] Data synchronization configuration + - [ ] Field mapping schema + - [ ] Webhook configuration schema + - [ ] Rate limiting and retry configuration + +**Specific Connector Templates** +- [ ] Create connector protocol templates + - [ ] SaaS connector protocol template + - [ ] Database connector protocol template + - [ ] File storage connector protocol template + - [ ] Message queue connector protocol template + +#### In SEPARATE Repos (Implementations) / 在独立仓库（实现） + +**Reference Implementation Repositories**: +- 🔌 `objectstack-ai/connector-salesforce` - Salesforce connector +- 🔌 `objectstack-ai/connector-slack` - Slack connector +- 🔌 `objectstack-ai/connector-github` - GitHub connector +- 🔌 `objectstack-ai/connector-google-workspace` - Google Workspace connector + +--- + +## 🧠 Phase 3: Advanced Feature Protocols (Q3 2026) +## 阶段3：高级功能协议 + +**Timeline / 时间线**: 3 Months / 3个月 +**Focus / 重点**: AI, Search, and Observability protocols + +### 3.1 Enhanced AI Protocols / 增强AI协议 + +#### In THIS Repo (Spec Definitions) / 在本仓库（规范定义） + +**AI Model Registry Protocol** +- [ ] Create `packages/spec/src/ai/model-registry.zod.ts` + - [ ] Model metadata schema + - [ ] Model versioning schema + - [ ] Model deployment configuration + - [ ] Model performance metrics schema + +**AI Fine-Tuning Protocol** +- [ ] Create `packages/spec/src/ai/fine-tuning.zod.ts` + - [ ] Training data schema + - [ ] Fine-tuning configuration + - [ ] Hyperparameter schema + - [ ] Evaluation metrics schema + +**Vector Database Protocol** +- [ ] Create `packages/spec/src/system/vector-db.zod.ts` + - [ ] Embedding configuration schema + - [ ] Similarity search configuration + - [ ] Index type enum (HNSW, IVF, Flat) + - [ ] Distance metric enum (cosine, euclidean, dot product) + +#### In SEPARATE Repos (Implementations) / 在独立仓库（实现） + +**Reference Implementation Repositories**: +- 🔌 `objectstack-ai/plugin-vector-search` - Vector search implementation +- 🔌 `objectstack-ai/plugin-fine-tuning` - Model fine-tuning service + +--- + +### 3.2 Search Engine Protocol / 搜索引擎协议 + +#### In THIS Repo (Spec Definitions) / 在本仓库（规范定义） + +**Full-Text Search Protocol** +- [ ] Create `packages/spec/src/system/search-engine.zod.ts` + - [ ] Search index configuration schema + - [ ] Tokenizer configuration schema + - [ ] Analyzer configuration schema (language-specific) + - [ ] Relevance scoring configuration + - [ ] Faceted search configuration + - [ ] Autocomplete/suggestion configuration + +**Search Provider Integration Protocol** +- [ ] Add to `packages/spec/src/system/search-engine.zod.ts` + - [ ] Elasticsearch configuration schema + - [ ] Algolia configuration schema + - [ ] Meilisearch configuration schema + - [ ] Typesense configuration schema + +#### In SEPARATE Repos (Implementations) / 在独立仓库（实现） + +**Reference Implementation Repositories**: +- 🔌 `objectstack-ai/plugin-elasticsearch` - Elasticsearch integration +- 🔌 `objectstack-ai/plugin-algolia` - Algolia integration + +--- + +### 3.3 Observability Protocol / 可观测性协议 + +#### In THIS Repo (Spec Definitions) / 在本仓库（规范定义） + +**Logging Protocol** +- [ ] Create `packages/spec/src/system/logging.zod.ts` + - [ ] Log level enum + - [ ] Structured log schema + - [ ] Log enrichment configuration + - [ ] Log destination configuration (file, console, external service) + +**Metrics Protocol** +- [ ] Create `packages/spec/src/system/metrics.zod.ts` + - [ ] Metric type enum (counter, gauge, histogram, summary) + - [ ] Metric aggregation configuration + - [ ] Time-series data schema + - [ ] Performance SLI/SLO schema + +**Tracing Protocol** +- [ ] Create `packages/spec/src/system/tracing.zod.ts` + - [ ] Trace context propagation schema + - [ ] Span schema + - [ ] Trace sampling configuration + - [ ] OpenTelemetry compatibility schema + +#### In SEPARATE Repos (Implementations) / 在独立仓库（实现） + +**Reference Implementation Repositories**: +- 🔌 `objectstack-ai/plugin-observability` - Observability toolkit +- 🔌 `objectstack-ai/plugin-prometheus` - Prometheus metrics exporter +- 🔌 `objectstack-ai/plugin-opentelemetry` - OpenTelemetry integration + +--- + +## 🌐 Phase 4: Ecosystem & Storage Protocols (Q4 2026) +## 阶段4：生态系统与存储协议 + +**Timeline / 时间线**: 3 Months / 3个月 +**Focus / 重点**: Storage, messaging, and specialized database protocols + +### 4.1 Object Storage Protocol / 对象存储协议 + +#### In THIS Repo (Spec Definitions) / 在本仓库（规范定义） + +**Object Storage Protocol** +- [ ] Create `packages/spec/src/system/object-storage.zod.ts` + - [ ] Storage provider enum (S3, Azure Blob, GCS, MinIO) + - [ ] Bucket configuration schema + - [ ] Object metadata schema + - [ ] Access control schema + - [ ] Lifecycle policy schema + - [ ] Presigned URL configuration + - [ ] Multipart upload configuration + +**File Attachment Protocol** +- [ ] Enhance `packages/spec/src/data/field.zod.ts` + - [ ] Add file/attachment field configuration + - [ ] Add file size limits + - [ ] Add allowed file types + - [ ] Add virus scanning configuration + +#### In SEPARATE Repos (Implementations) / 在独立仓库（实现） + +**Reference Implementation Repositories**: +- 🔌 `objectstack-ai/plugin-s3` - AWS S3 integration +- 🔌 `objectstack-ai/plugin-azure-blob` - Azure Blob Storage integration +- 🔌 `objectstack-ai/plugin-minio` - MinIO integration + +--- + +### 4.2 Message Queue Protocol / 消息队列协议 + +#### In THIS Repo (Spec Definitions) / 在本仓库（规范定义） + +**Message Queue Protocol** +- [ ] Create `packages/spec/src/system/message-queue.zod.ts` + - [ ] Queue provider enum (Kafka, RabbitMQ, AWS SQS, Redis Pub/Sub) + - [ ] Topic/queue configuration schema + - [ ] Message schema + - [ ] Consumer group configuration + - [ ] Dead letter queue configuration + - [ ] Message retention policy + +**Event Streaming Protocol** +- [ ] Create `packages/spec/src/system/event-streaming.zod.ts` + - [ ] Event schema + - [ ] Stream partition configuration + - [ ] Stream consumer configuration + - [ ] Event sourcing configuration + +#### In SEPARATE Repos (Implementations) / 在独立仓库（实现） + +**Reference Implementation Repositories**: +- 🔌 `objectstack-ai/plugin-kafka` - Apache Kafka integration +- 🔌 `objectstack-ai/plugin-rabbitmq` - RabbitMQ integration + +--- + +### 4.3 Specialized Database Protocols / 专用数据库协议 + +#### In THIS Repo (Spec Definitions) / 在本仓库（规范定义） + +**Time-Series Database Protocol** +- [ ] Create `packages/spec/src/system/time-series.zod.ts` + - [ ] Time-series data point schema + - [ ] Retention policy schema + - [ ] Downsampling configuration + - [ ] Continuous query configuration + - [ ] Time-based aggregation schema + +**Graph Database Protocol** +- [ ] Create `packages/spec/src/system/graph-database.zod.ts` + - [ ] Node schema + - [ ] Edge/relationship schema + - [ ] Graph traversal query schema + - [ ] Path finding configuration + - [ ] Graph algorithm configuration + +**Data Warehouse Protocol** +- [ ] Create `packages/spec/src/system/data-warehouse.zod.ts` + - [ ] Dimension table schema + - [ ] Fact table schema + - [ ] Star schema configuration + - [ ] Snowflake schema configuration + - [ ] ETL pipeline configuration + - [ ] Data mart configuration + +#### In SEPARATE Repos (Implementations) / 在独立仓库（实现） + +**Reference Implementation Repositories**: +- 🔌 `objectstack-ai/plugin-influxdb` - InfluxDB integration +- 🔌 `objectstack-ai/plugin-neo4j` - Neo4j integration +- 🔌 `objectstack-ai/plugin-snowflake` - Snowflake integration + +--- + +## 📊 Success Metrics / 成功指标 + +### For Spec Repository / 规范仓库指标 + +| Metric / 指标 | Baseline / 基准 | Q1 Target | Q2 Target | Q3 Target | Q4 Target | +|---|:---:|:---:|:---:|:---:|:---:| +| **Total Protocol Files** | 71 | 80 | 85 | 88 | 92 | +| **Missing Critical Protocols** | 9 | 5 | 2 | 1 | 0 | +| **Schema Test Coverage** | 72% | 80% | 85% | 90% | 95% | +| **Documentation Coverage** | 80% | 85% | 90% | 92% | 95% | +| **JSON Schema Automation** | Manual | 50% | 80% | 95% | 100% | + +### For Ecosystem / 生态系统指标 + +| Metric / 指标 | Baseline / 基准 | Q1 Target | Q2 Target | Q3 Target | Q4 Target | +|---|:---:|:---:|:---:|:---:|:---:| +| **Driver Implementations** | 1 | 5 | 8 | 10 | 12 | +| **Connector Implementations** | 0 | 2 | 5 | 8 | 12 | +| **Plugin Implementations** | 3 | 6 | 10 | 15 | 20 | +| **Community Stars** | ~10 | 100 | 300 | 600 | 1000 | +| **Production Deployments** | 0 | 2 | 5 | 12 | 20 | + +--- + +## 🎯 Key Deliverables Summary / 关键交付物总结 + +### In THIS Spec Repository / 在本规范仓库 + +**New Protocol Files (21 files)**: +1. `packages/spec/src/system/driver-sql.zod.ts` +2. `packages/spec/src/system/driver-nosql.zod.ts` +3. `packages/spec/src/system/driver-cache.zod.ts` +4. `packages/spec/src/system/encryption.zod.ts` +5. `packages/spec/src/system/masking.zod.ts` +6. `packages/spec/src/system/compliance.zod.ts` +7. `packages/spec/src/system/multi-tenancy.zod.ts` +8. `packages/spec/src/api/graphql.zod.ts` +9. `packages/spec/src/system/collaboration.zod.ts` +10. `packages/spec/src/ai/model-registry.zod.ts` +11. `packages/spec/src/ai/fine-tuning.zod.ts` +12. `packages/spec/src/system/vector-db.zod.ts` +13. `packages/spec/src/system/search-engine.zod.ts` +14. `packages/spec/src/system/logging.zod.ts` +15. `packages/spec/src/system/metrics.zod.ts` +16. `packages/spec/src/system/tracing.zod.ts` +17. `packages/spec/src/system/object-storage.zod.ts` +18. `packages/spec/src/system/message-queue.zod.ts` +19. `packages/spec/src/system/event-streaming.zod.ts` +20. `packages/spec/src/system/time-series.zod.ts` +21. `packages/spec/src/system/graph-database.zod.ts` +22. `packages/spec/src/system/data-warehouse.zod.ts` + +**Enhanced Protocol Files (10 files)**: +1. `packages/spec/src/system/driver.zod.ts` (enhanced capabilities) +2. `packages/spec/src/data/field.zod.ts` (encryption, masking, file attachments) +3. `packages/spec/src/data/object.zod.ts` (multi-tenancy, partitioning, indexes) +4. `packages/spec/src/auth/permission.zod.ts` (row-level security) +5. `packages/spec/src/api/websocket.zod.ts` (enhanced real-time) +6. `packages/spec/src/system/connector.zod.ts` (enhanced authentication) + +**Documentation & Tooling**: +1. Protocol reference documentation for all new schemas +2. JSON Schema auto-generation scripts +3. Protocol compliance testing framework +4. Migration guides for protocol updates +5. Best practices guides for implementers + +### In SEPARATE Repositories / 在独立仓库 + +**Driver Implementations** (12 repos): +- PostgreSQL, MySQL, MongoDB, Redis, SQLite, MariaDB +- InfluxDB, Neo4j, Snowflake, TimescaleDB, CockroachDB, Cassandra + +**Connector Implementations** (12 repos): +- Salesforce, Slack, GitHub, Google Workspace +- Microsoft 365, Zendesk, HubSpot, Stripe +- Shopify, QuickBooks, SAP, Oracle + +**Plugin Implementations** (20 repos): +- Encryption, Masking, Compliance, Multi-tenancy +- Real-time, Collaboration, Vector Search, Fine-tuning +- Elasticsearch, Algolia, Observability, Prometheus +- OpenTelemetry, S3, Azure Blob, MinIO +- Kafka, RabbitMQ, Event Streaming, Data Warehouse + +--- + +## 📚 Resources & References / 资源与参考 + +### Protocol Standards / 协议标准 +- JSON Schema: https://json-schema.org/ +- Zod: https://zod.dev/ +- OpenAPI: https://www.openapis.org/ +- GraphQL: https://graphql.org/ +- OpenTelemetry: https://opentelemetry.io/ + +### Benchmarks / 对标 +- Salesforce Platform Events: https://developer.salesforce.com/docs/atlas.en-us.platform_events.meta +- ServiceNow Integration Hub: https://docs.servicenow.com/ +- Hasura GraphQL Engine: https://hasura.io/ +- Prisma Schema: https://www.prisma.io/docs/concepts/components/prisma-schema + +### Best Practices / 最佳实践 +- API Design Patterns: https://www.apiguide.org/ +- Database Design Patterns: https://en.wikipedia.org/wiki/Database_design +- Security Best Practices: OWASP Top 10 +- Compliance Standards: GDPR, CCPA, HIPAA, SOX, PCI-DSS + +--- + +## 🤝 Contribution Guidelines / 贡献指南 + +### For Protocol Contributors / 协议贡献者 + +When adding new protocols to this repository: +1. Always start with Zod schema definition +2. Derive TypeScript types using `z.infer<>` +3. Use `camelCase` for configuration keys +4. Use `snake_case` for machine names/identifiers +5. Add comprehensive JSDoc comments +6. Include usage examples in comments +7. Write unit tests for schema validation +8. Update documentation +9. Follow semantic versioning for breaking changes + +### For Implementers / 实现者 + +When building plugins/drivers/connectors: +1. Import protocol schemas from `@objectstack/spec` +2. Implement all required interfaces +3. Use runtime validation with imported Zod schemas +4. Write integration tests against protocol contracts +5. Document implementation-specific details +6. Follow the plugin architecture guide +7. Submit implementation to community registry + +--- + +## 📝 Version History / 版本历史 + +- **v2.0** (2026-01-30): Re-scoped plan to focus on protocol definitions only, separated implementation work to plugin repositories +- **v1.0** (2026-01-29): Initial comprehensive transformation plan (mixed protocols and implementations)