From 748ca008b48bb44c77b962e6840053e31ea658d4 Mon Sep 17 00:00:00 2001 From: suyao Date: Thu, 12 Jun 2025 14:25:42 +0800 Subject: [PATCH] docs: add technical report for message history version management system - Introduced a comprehensive design document outlining the architecture and requirements for a message history version management system. - Added new entities `UserMessage` and `AssistantMessageGroup` to support a directed multi-branch conversation structure and version management. - Updated existing entities to accommodate the new architecture while maintaining backward compatibility. - Included performance analysis and migration strategies for transitioning to the new system. --- docs/technical/topic-message-tree.md | 276 ++++++++++++++++++++++++++ docs/technical/topic-message-tree.png | Bin 0 -> 124520 bytes 2 files changed, 276 insertions(+) create mode 100644 docs/technical/topic-message-tree.md create mode 100644 docs/technical/topic-message-tree.png diff --git a/docs/technical/topic-message-tree.md b/docs/technical/topic-message-tree.md new file mode 100644 index 0000000000..de0f95ec6b --- /dev/null +++ b/docs/technical/topic-message-tree.md @@ -0,0 +1,276 @@ +# 消息历史版本管理系统设计技术报告 + +## 1. 项目背景与需求 + +### 1.1 当前架构状态 + +- 已实现 `Message` 和 `MessageBlock` 的扁平化存储 +- 使用 Redux `createEntityAdapter` 进行状态管理 +- 数据库操作基于单个实体,已弃用 `topic.messages` 大数组 +- 缺少版本管理和分支对话功能 + +### 1.2 设计目标 + +![image.png](topic-message-tree.png) + +在现有扁平化架构基础上,增加: + +- 有向多叉树的对话结构管理 +- 双向链表的版本管理机制 +- 分支对话支持 +- 最小化对现有流式更新机制的影响 + +## 2. 架构演进设计 + +### 2.1 当前架构 vs 新架构 + +**当前架构**: + +``` +Topic → Message[] (通过 selector 组装) +Message → MessageBlock[] +``` + +**新架构**: + +``` +Topic → UserMessage ←→ UserMessage (线性链表) + ↓ + AssistantMessageGroup ←→ AssistantMessageGroup (版本链表) + ↓ + Message[] → MessageBlock[] +``` + +### 2.2 新增实体 + +| 新增实体 | 作用 | 与现有实体关系 | +| ----------------------- | ---------------------- | ---------------------------------- | +| `UserMessage` | 用户消息节点,树的主干 | 包含现有 user role 的 Message 功能 | +| `AssistantMessageGroup` | 助手回复组,版本容器 | 组织现有 assistant role 的 Message | + +**现有实体调整**: + +- `Message`: 增加 `groupId` 字段,移除 user role +- `MessageBlock`: 保持不变 +- `Topic`: 移除弃用字段,增加树指针,Topic 只维护当前"活跃对话路径"的快照,用户在 UI 上看到的默认对话流就是这个活跃快照 + +### 2.3 数据结构预览 + +```typescript +export interface UserMessage { + // 基础标识 + id: string + topicId: string + createdAt: string + updatedAt?: string + status: UserMessageStatus + // 消息内容关联 + blocks: MessageBlock['id'][] + // 树结构关联 - 邻接列表 + parentAssistantGroupId?: string // 指向父助手消息组(回复哪个助手消息) + // 线性链表关联 - 话题内用户消息顺序 + prevUserMessageId?: string // 前一个用户消息 + nextUserMessageId?: string // 后一个用户消息 +} + +export interface AssistantMessageGroup { + // 基础标识 + id: string + topicId: string + createdAt: string + updatedAt?: string + status: AssistantMessageStatus + + // 树结构关联 - 邻接列表 + parentUserMessageId: string // 指向父用户消息(回复哪个用户消息) + + // 版本链表关联 - 同一用户消息下的不同版本 + version: number // 版本号,从 0 开始 + prevVersionGroupId?: string // 前一个版本组 + nextVersionGroupId?: string // 后一个版本组 + + isActiveInTopic: boolean // 是否是当前活跃对话路径的快照 + + // 内容容器关联 + messageIds: Message['id'][] // 包含的实际消息ID列表 +} + +export interface Message { + // 基础标识 + id: string + createdAt: string + updatedAt?: string + status: AssistantMessageStatus + + // 角色限制 - 不再包含 'user' + role: 'assistant' | 'system' + + // 组织关联 + groupId: string // 指向所属的 AssistantMessageGroup + + // 消息内容关联 + blocks: MessageBlock['id'][] + + // 向后兼容字段(用于现有代码) + askId?: string // 指向原始 UserMessage ID,保持向后兼容 + topicId?: string // 冗余字段,便于查询优化 +} + +export interface Topic { + // 基础标识 + id: string + createdAt: string + updatedAt?: string + + // 树结构入口指针 + rootUserMessageId?: string // 第一个用户消息节点ID + latestUserMessageId?: string // 最新用户消息节点ID + activeConversationPath: { + // 新增:活跃路径快照 + userMessageIds: string[] // 按时间顺序的用户消息ID列表 + activeGroupIds: string[] // 每个用户消息当前激活的助手组ID + } + + /** + * @deprecated 已弃用的扁平数组,保留向后兼容 + */ + messages: Message[] +} +``` + +## 3. 关键操作复杂度对比 + +### 3.1 变量定义 + +- `N`: 话题中用户消息轮次数量 +- `V`: 每轮平均版本数量 +- `M`: 每组平均消息数量 +- `B`: 平均消息块数量 + +### 3.2 操作复杂度对比 + +| 操作 | 当前方案 | 新方案 | 主要改进 | +| -------------- | --------------------------- | ------------------- | ------------------------------------------------ | +| **发送新消息** | O(1) 新增 + O(1) Topic更新 | O(1) 新增多个实体 | 实体数量增加,但复杂度相同 | +| **重发消息** | O(M×B) 删除旧块 + O(1) 重置 | **O(1) 创建新版本** | **支持版本保留,避免删除操作** | +| **加载话题** | O(N×M+B) 批量查询 | O(N×M+B) 批量查询 | 只加载活跃路径的快照,不加载历史版本,复杂度相同 | +| **删除消息** | O(K) 删除相关实体 | O(K) 删除相关实体 | 复杂度相同 | +| **版本切换** | **不支持** | **O(1) 指针查找** | **新功能** | +| **分支对话** | **不支持** | **O(1) 创建分支** | **新功能** | + +### 3.3 性能影响分析 + +**积极影响**: + +- **重发操作优化**:从删除重建变为版本创建,避免数据丢失 +- **版本管理**:O(1) 的版本切换和历史访问 +- **并发安全**:版本隔离减少操作冲突 + +**成本增加**: + +- **存储空间**:增加 `O(V)` 倍的版本存储开销 +- **Selector 复杂度**:树状数据重组逻辑更复杂 + +## 4. 流式更新兼容性分析 + +### 4.1 现有机制保持不变 + +```typescript +// 现有的流式更新机制完全兼容 +throttledBlockUpdate(blockId, { content, status }) // 仍然是 O(1) +dispatch(updateOneBlock({ id: blockId, changes })) // 仍然是 O(1) +``` + +### 4.2 新架构对流式更新的影响 + +- **MessageBlock 层面**:零影响,仍通过 `messageId` 直接关联 +- **Message 层面**:增加 `groupId` 字段,不影响块更新逻辑 +- **状态同步**:保持现有的节流机制和事务策略 + +## 5. Redux 状态管理演进 + +### 5.1 当前 State 结构 + +```typescript +// 当前已有 +state = { + messages: { ids: [], entities: {} }, // 现有 + messageBlocks: { ids: [], entities: {} } // 现有 + // 其他现有 slice... +} +``` + +### 5.2 新增 State 结构 + +```typescript +// 新增 slice +state = { + // 现有保持不变 + messages: { ids: [], entities: {} }, + messageBlocks: { ids: [], entities: {} }, + + // 新增 + userMessages: { ids: [], entities: {} }, + assistantMessageGroups: { ids: [], entities: {} } +} +``` + +### 5.3 迁移策略 + +1. **向后兼容**:现有 `Message` 和 `MessageBlock` API 保持不变 +2. **渐进式迁移**:新功能使用新实体,现有功能继续工作 +3. **Selector 适配**:调整 `selectMessagesForTopic` 以支持新的树状结构 + +## 6. 数据库迁移策略 + +### 6.1 Schema 演进 + +```sql +-- 保持现有表结构 +Messages: id(PK), 现有字段..., groupId(新增) +MessageBlocks: id(PK), 现有字段... (无变化) + +-- 新增表 +UserMessages: id(PK), topicId, parentAssistantGroupId, prevUserMessageId, nextUserMessageId +AssistantMessageGroups: id(PK), topicId, parentUserMessageId, version, prevVersionGroupId, nextVersionGroupId +``` + +### 6.2 数据迁移 + +```typescript +// 迁移现有数据到新结构 +const migrateExistingMessages = async () => { + // 1. 识别 user role 的 Message,转换为 UserMessage + // 2. 按 askId 分组 assistant role 的 Message,创建 AssistantMessageGroup + // 3. 更新 Message 实体的 groupId 字段 + // 4. 构建链表指针关系 +} +``` + +## 7. 技术债务与风险评估 + +### 7.1 新增复杂度 + +- **开发复杂度**:新增 2 个实体类型和相应的 CRUD 操作 +- **测试复杂度**:版本管理和分支逻辑的测试覆盖 +- **维护复杂度**:更复杂的数据一致性保证 + +### 7.2 性能风险 + +- **内存占用**:历史版本累积可能导致内存压力 +- **查询性能**:复杂 Selector 可能影响渲染性能 +- **存储增长**:版本保留策略需要清理机制 + +### 7.3 缓解措施 + +```typescript +// 版本清理策略 +const cleanupOldVersions = async (topicId: string, keepVersions: number = 5) => { + // 保留最近 N 个版本,清理旧版本 +} + +// 惰性加载优化 +const loadTopicWithPagination = async (topicId: string, limit: number = 50) => { + // 分页加载历史消息,避免一次性加载全部 +} 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