diff --git a/.trae/skills/ux交互设计师/SKILL.md b/.trae/skills/ux交互设计师/SKILL.md new file mode 100644 index 0000000..999923a --- /dev/null +++ b/.trae/skills/ux交互设计师/SKILL.md @@ -0,0 +1,135 @@ +--- +name: "ux交互设计师" +description: "根据用户需求生成交互设计方案，支持预览调整，产出可用于开发的详细设计文档。当需要设计用户界面交互流程、优化现有界面体验或为新功能设计交互方案时调用。" +--- + +# UX交互设计师 + +## 功能说明 + +此技能专门用于根据用户需求生成专业的UX交互设计方案，主要功能包括： + +1. **需求分析**：分析用户需求，提取关键交互点和用户场景 + +2. **交互设计生成**：根据需求生成完整的交互设计方案，包括： + - 用户流程图 + - 页面布局设计 + - 交互流程设计 + - 状态转换设计 + - 响应式设计考虑 + +3. **预览调整**：提供设计预览和调整功能，包括： + - 交互流程演示 + - 视觉效果预览 + - 可调整的设计参数 + - 实时反馈机制 + +4. **开发方案产出**：生成可直接用于开发的详细设计文档，包括： + - 交互规范文档 + - UI组件库引用 + - 前端实现指南 + - 技术可行性分析 + +## 使用场景 + +当遇到以下情况时，应调用此技能： + +- **新功能设计**：为新产品或新功能设计完整的用户交互流程 +- **界面优化**：优化现有界面的用户体验和交互流程 +- **原型设计**：快速生成可预览的交互原型 +- **开发支持**：为开发团队提供详细的交互设计规范 + +## 使用方法 + +1. 提供详细的需求描述，包括： + - 产品目标和用户群体 + - 核心功能需求 + - 技术约束条件 + - 设计风格偏好 + +2. 调用此技能生成初始交互设计方案 + +3. 查看设计预览并提供反馈 + +4. 基于反馈进行调整优化 + +5. 获取最终的开发方案文档 + +## 输出内容 + +### 设计方案包含： + +1. **交互流程图**：用户操作流程的可视化图表 + +2. **页面设计**：关键页面的布局和元素设计 + +3. **交互细节**：按钮、表单、导航等交互元素的具体行为 + +4. **响应式设计**：不同设备尺寸的适配方案 + +5. **动画效果**：过渡动画和微交互设计 + +### 开发文档包含： + +1. **交互规范**：详细的交互行为描述和实现要求 + +2. **UI组件清单**：使用的组件及其配置 + +3. **前端实现指南**：技术实现建议和最佳实践 + +4. **测试要点**：交互测试的重点和方法 + +## 示例 + +### 输入示例 +用户需求："为移动应用设计一个任务管理功能，包括任务创建、编辑、完成状态管理和分类查看" + +### 输出示例 + +#### 交互设计方案 + +**用户流程图**： +- 启动应用 → 进入任务列表 → 创建新任务 → 编辑任务详情 → 标记任务完成 → 按分类查看任务 + +**页面设计**： +- 任务列表页：卡片式布局，显示任务标题、截止日期、优先级 +- 任务创建页：表单布局，包含标题、描述、截止日期、优先级、分类 +- 任务详情页：展示完整任务信息，提供编辑和完成按钮 +- 分类筛选页：标签式分类，点击切换任务列表 + +**交互细节**： +- 任务卡片左滑：显示编辑/删除选项 +- 任务卡片右滑：快速标记完成/未完成 +- 下拉刷新：更新任务列表 +- 长按任务：进入多选模式 + +**响应式设计**： +- 移动端：单列布局，底部导航 +- 平板端：双列布局，侧边导航 + +#### 开发文档 + +**交互规范**： +- 任务创建：表单验证，必填字段提示 +- 任务编辑：实时保存，撤销/重做功能 +- 状态切换：平滑过渡动画，状态视觉反馈 +- 分类筛选：标签切换动画，内容加载过渡 + +**UI组件**： +- 任务卡片组件：支持滑动操作和状态显示 +- 日期选择器：支持快速选择常用日期 +- 优先级选择器：颜色编码的优先级标识 +- 分类标签组件：可自定义和管理分类 + +**实现指南**： +- 使用React Native或Flutter实现跨平台兼容 +- 采用状态管理库管理任务状态 +- 实现本地存储确保离线访问 +- 优化列表性能，支持大量任务展示 + +**测试要点**： +- 任务创建和编辑流程测试 +- 状态切换的一致性测试 +- 分类筛选的准确性测试 +- 响应式布局在不同设备上的测试 +- 动画效果的流畅度测试 \ No newline at end of file diff --git a/.trae/skills/架构师/SKILL.md b/.trae/skills/架构师/SKILL.md new file mode 100644 index 0000000..94c33bc --- /dev/null +++ b/.trae/skills/架构师/SKILL.md @@ -0,0 +1,186 @@ +--- +name: "架构师" +description: "根据用户需求进行整体架构设计，输出详细的架构方案文档，为后续编码提供明确指导。当需要为新项目或功能进行技术架构设计、评估技术可行性或优化现有系统架构时调用。" +--- + +# 架构师 + +## 功能说明 + +此技能专门用于根据用户需求进行全面的技术架构设计，主要功能包括： + +1. **需求分析与拆解**：分析用户需求，拆解为技术实现要素 + +2. **整体架构设计**：生成完整的系统架构方案，包括： + - 技术栈选择与论证 + - 系统分层与模块划分 + - 核心流程设计 + - 数据模型设计 + - 接口设计规范 + +3. **技术方案详细设计**：提供详细的技术实现方案，包括： + - 关键类与函数设计 + - 数据库结构设计 + - API接口设计 + - 性能优化策略 + - 安全考虑因素 + +4. **编码指导文档**：生成可直接指导编码的详细文档，包括： + - 代码结构与命名规范 + - 开发环境配置 + - 测试策略与方案 + - 部署与运维方案 + +## 使用场景 + +当遇到以下情况时，应调用此技能： + +- **新项目启动**：为全新项目设计完整的技术架构 +- **功能扩展**：为现有系统设计新功能的架构方案 +- **技术重构**：评估并设计系统重构的架构方案 +- **技术选型**：为特定需求选择合适的技术栈 +- **编码指导**：为开发团队提供详细的编码实现指南 + +## 使用方法 + +1. 提供详细的需求描述，包括： + - 业务目标与范围 + - 功能需求列表 + - 非功能需求（性能、安全、可扩展性等） + - 技术约束与偏好 + +2. 调用此技能生成初始架构设计方案 + +3. 评审架构方案并提供反馈 + +4. 基于反馈进行调整优化 + +5. 获取最终的架构设计文档和编码指导 + +## 输出内容 + +### 架构设计文档包含： + +1. **技术栈选择**：推荐的技术栈及其选型理由 + +2. **系统架构图**：整体系统的分层与模块关系 + +3. **核心流程设计**：关键业务流程的技术实现路径 + +4. **数据架构**：数据库设计、数据流向与存储策略 + +5. **接口设计**：API接口规范与调用关系 + +6. **部署架构**：系统部署方案与环境配置 + +### 编码指导文档包含： + +1. **代码结构**：项目目录结构与文件组织 + +2. **编码规范**：命名约定、代码风格与最佳实践 + +3. **实现指南**：关键功能的具体实现步骤 + +4. **测试策略**：单元测试、集成测试与端到端测试方案 + +5. **性能优化**：性能瓶颈识别与优化建议 + +6. **安全实践**：安全漏洞防范与最佳安全实践 + +## 示例 + +### 输入示例 +用户需求："设计一个在线商城系统，包括商品管理、用户管理、购物车、订单管理和支付功能，需要支持高并发访问和数据安全" + +### 输出示例 + +#### 架构设计方案 + +**技术栈选择**： +- 前端：React + TypeScript + Redux +- 后端：Node.js + Express + MongoDB +- 数据库：MongoDB + Redis（缓存） +- 支付：集成第三方支付API +- 部署：Docker + Kubernetes + +**系统架构图**： +- 前端层：React应用 → CDN缓存 +- API层：Express路由 → 中间件 +- 服务层：业务逻辑服务 → 微服务架构 +- 数据层：MongoDB → Redis缓存 +- 外部服务：支付网关 → 短信/邮件服务 + +**核心流程设计**： +1. 用户注册/登录流程 +2. 商品浏览与搜索流程 +3. 购物车管理流程 +4. 订单创建与支付流程 +5. 订单状态更新流程 + +**数据架构**： +- 用户表：存储用户信息与认证数据 +- 商品表：存储商品信息与库存 +- 购物车表：存储用户购物车数据 +- 订单表：存储订单信息与状态 +- 支付表：存储支付记录与交易信息 + +**接口设计**： +- 用户接口：/api/users/* +- 商品接口：/api/products/* +- 购物车接口：/api/cart/* +- 订单接口：/api/orders/* +- 支付接口：/api/payments/* + +#### 编码指导文档 + +**代码结构**： +``` +src/ +├── frontend/ +│ ├── components/ +│ ├── pages/ +│ ├── redux/ +│ ├── services/ +│ └── utils/ +├── backend/ +│ ├── api/ +│ ├── services/ +│ ├── models/ +│ ├── middleware/ +│ └── config/ +└── shared/ + ├── types/ + └── utils/ +``` + +**编码规范**： +- 前端：遵循ESLint + Prettier规范 +- 后端：使用TypeScript类型定义 +- 命名：采用驼峰命名法，类名使用 PascalCase +- 注释：关键代码必须有详细注释 + +**实现指南**： +1. 初始化项目结构与依赖 +2. 实现用户认证系统 +3. 开发商品管理功能 +4. 实现购物车功能 +5. 开发订单与支付流程 +6. 集成第三方支付API + +**测试策略**： +- 前端：Jest + React Testing Library +- 后端：Mocha + Chai +- 集成测试：Supertest +- 端到端测试：Cypress + +**性能优化**： +- 前端：代码分割、图片优化、缓存策略 +- 后端：数据库索引、Redis缓存、负载均衡 +- API：响应压缩、请求限流、批量操作 + +**安全实践**： +- 认证：JWT + 密码哈希 +- 授权：基于角色的访问控制 +- 输入验证：参数校验与SQL注入防护 +- 传输安全：HTTPS + CORS配置 +- 数据保护：敏感数据加密存储 \ No newline at end of file diff --git a/.trae/skills/需求规划师/SKILL.md b/.trae/skills/需求规划师/SKILL.md new file mode 100644 index 0000000..4dda5c7 --- /dev/null +++ b/.trae/skills/需求规划师/SKILL.md @@ -0,0 +1,85 @@ +--- +name: "需求规划师" +description: "将用户需求拆解为结构化要素，转换为AI模型可识别的标准prompt格式，并根据需求类型应用对应模板。在输出前与用户进行需求确认，确保理解准确无误。当用户提出新需求、需要需求分析或优化现有prompt时调用。" +--- + +# 需求规划师 + +## 功能说明 + +此技能专门用于将用户的自然语言需求，拆解转换为AI模型可识别的标准prompt格式。主要功能包括： + +1. **需求结构化**：将模糊、不完整的需求拆解为明确的结构化要素，包括： + - 目标（Goal）：需求的最终目标是什么 + - 输入（Input）：需要提供哪些信息或数据 + - 输出（Output）：期望得到什么形式的结果 + - 约束（Constraints）：有哪些限制条件或要求 + - 上下文（Context）：相关的背景信息 + +2. **Prompt格式化**：将结构化后的需求转换为标准的AI提示词格式，包括： + - 清晰的指令结构 + - 适当的任务描述 + - 明确的输出要求 + - 必要的约束条件 + +3. **模板生成**：根据需求类型自动应用对应的prompt模板，包括： + - 代码生成类模板 + - 内容创作类模板 + - 数据分析类模板 + - 问题解决类模板 + +4. **需求确认**：在生成最终prompt前，与用户进行需求确认，确保： + - 需求理解准确无误 + - 关键要素无遗漏 + - 输出格式符合预期 + - 可根据用户反馈进行调整 + +## 使用场景 + +当遇到以下情况时，应调用此技能： + +- **用户提出新需求**：用户描述了一个新的功能需求或任务，需要将其转换为AI可处理的prompt +- **需求分析**：需要深入分析和拆解复杂的需求，确保AI能够准确理解 +- **Prompt优化**：现有prompt效果不佳，需要重新组织和优化结构 + +## 使用方法 + +1. 接收用户的原始需求描述 +2. 调用此技能进行需求拆解和结构化分析 +3. 生成初始的prompt方案 +4. 与用户进行需求确认，包括： + - 验证需求理解是否准确 + - 确认关键要素是否完整 + - 检查输出格式是否符合预期 + - 收集用户的反馈和调整建议 +5. 根据用户确认的结果，优化和完善prompt +6. 提供最终确认后的prompt给AI模型使用 + +## 示例 + +### 输入示例 +用户需求："帮我写一个Python脚本，爬取网站数据并保存到Excel文件" + +### 输出示例 +``` +请帮我创建一个Python脚本，实现以下功能： + +目标：爬取指定网站的数据并将结果保存到Excel文件 + +输入： +- 网站URL：[待提供] +- 需要爬取的数据字段：[待指定] +- 爬取深度：[待指定] + +输出： +- 生成一个Python脚本文件 +- 脚本应包含完整的代码和注释 +- 生成的Excel文件应包含所有爬取的数据 + +约束： +- 使用合法的爬取方式，遵守网站robots.txt规则 +- 脚本应具有错误处理能力 +- 爬取过程应考虑速率限制，避免对目标网站造成压力 + +请提供完整的实现代码，并确保代码可直接运行。 +``` \ No newline at end of file diff --git a/backend/package-lock.json b/backend/package-lock.json new file mode 100644 index 0000000..d910a75 --- /dev/null +++ b/backend/package-lock.json @@ -0,0 +1,4842 @@ +{ + "name": "alpha-futures-backend", + "version": "1.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "alpha-futures-backend", + "version": "1.0.0", + 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"@types/cors": "^2.8.17", + "@types/morgan": "^1.9.9", + "@types/jsonwebtoken": "^9.0.5", + "@types/pg": "^8.10.9", + "@types/node": "^20.10.4", + "@typescript-eslint/eslint-plugin": "^6.15.0", + "@typescript-eslint/parser": "^6.15.0", + "eslint": "^8.56.0", + "ts-node-dev": "^2.0.0", + "typescript": "^5.3.3", + "mocha": "^10.2.0", + "chai": "^4.3.10", + "supertest": "^6.3.3" + } +} \ No newline at end of file diff --git a/backend/src/api/analysis.ts b/backend/src/api/analysis.ts new file mode 100644 index 0000000..2f918ae --- /dev/null +++ b/backend/src/api/analysis.ts @@ -0,0 +1,61 @@ +import express from 'express'; +import { fetchAIAnalysis, fetchMultiDimensionAnalysis, fetchTrendPrediction, fetchWinRateAssessment, fetchTechnicalIndicators } from '../services/analysisService'; + +const router = express.Router(); + +// 获取AI分析 +router.get('/ai/:symbol', async (req, res) => { + try { + const { symbol } = req.params; + const data = await fetchAIAnalysis(symbol); + res.status(200).json({ success: true, data }); + } catch (error) { + res.status(500).json({ success: false, message: '获取AI分析失败' }); + } +}); + +// 获取多维度分析 +router.get('/multi/:symbol', async (req, res) => { + try { + const { symbol } = req.params; + const data = await fetchMultiDimensionAnalysis(symbol); + res.status(200).json({ success: true, data }); + } catch (error) { + res.status(500).json({ success: false, message: '获取多维度分析失败' }); + } +}); + +// 获取趋势预测 +router.get('/trend/:symbol', async (req, res) => { + try { + const { symbol } = req.params; + const data = await fetchTrendPrediction(symbol); + res.status(200).json({ success: true, data }); + } catch (error) { + res.status(500).json({ success: false, message: '获取趋势预测失败' }); + } +}); + +// 获取胜率评估 +router.get('/winrate/:symbol', async (req, res) => { + try { + const { symbol } = req.params; + const data = await fetchWinRateAssessment(symbol); + res.status(200).json({ success: true, data }); + } catch (error) { + res.status(500).json({ success: false, message: '获取胜率评估失败' }); + } +}); + +// 获取技术指标 +router.get('/indicators/:symbol', async (req, res) => { + try { + const { symbol } = req.params; + const data = await fetchTechnicalIndicators(symbol); + res.status(200).json({ success: true, data }); + } catch (error) { + res.status(500).json({ success: false, message: '获取技术指标失败' }); + } +}); + +export default router; \ No newline at end of file diff --git a/backend/src/api/config.ts b/backend/src/api/config.ts new file mode 100644 index 0000000..34ee222 --- /dev/null +++ b/backend/src/api/config.ts @@ -0,0 +1,98 @@ +import express from 'express'; +import { fetchDataSources, saveDataSource, fetchAIModels, saveAIModel, fetchSystemSettings, saveSystemSettings } from '../services/configService'; + +const router = express.Router(); + +// 获取数据源列表 +router.get('/datasources', async (req, res) => { + try { + const data = await fetchDataSources(); + res.status(200).json({ success: true, data }); + } catch (error) { + res.status(500).json({ success: false, message: '获取数据源列表失败' }); + } +}); + +// 保存数据源配置 +router.post('/datasources', async (req, res) => { + try { + const data = await saveDataSource(req.body); + res.status(200).json({ success: true, message: '配置保存成功' }); + } catch (error) { + res.status(500).json({ success: false, message: '保存数据源配置失败' }); + } +}); + +// 获取AI模型列表 +router.get('/ai-models', async (req, res) => { + try { + const data = await fetchAIModels(); + res.status(200).json({ success: true, data }); + } catch (error) { + res.status(500).json({ success: false, message: '获取AI模型列表失败' }); + } +}); + +// 保存AI模型配置 +router.post('/ai-models', async (req, res) => { + try { + const data = await saveAIModel(req.body); + res.status(200).json({ success: true, message: '配置保存成功' }); + } catch (error) { + res.status(500).json({ success: false, message: '保存AI模型配置失败' }); + } +}); + +// 获取系统设置 +router.get('/system', async (req, res) => { + try { + const data = await fetchSystemSettings(); + res.status(200).json({ success: true, data }); + } catch (error) { + res.status(500).json({ success: false, message: '获取系统设置失败' }); + } +}); + +// 保存系统设置 +router.post('/system', async (req, res) => { + try { + const data = await saveSystemSettings(req.body); + res.status(200).json({ success: true, message: '设置保存成功' }); + } catch (error) { + res.status(500).json({ success: false, message: '保存系统设置失败' }); + } +}); + +// 获取用户设置 +router.get('/user', async (req, res) => { + try { + const data = { + preferences: { + theme: 'light', + language: 'zh-CN', + timezone: 'Asia/Shanghai' + }, + notifications: { + email: true, + sms: false, + wechat: true + } + }; + res.status(200).json({ success: true, data }); + } catch (error) { + res.status(500).json({ success: false, message: '获取用户设置失败' }); + } +}); + +// 保存用户设置 +router.post('/user', async (req, res) => { + try { + // 模拟保存操作 + await new Promise(resolve => setTimeout(resolve, 200)); + res.status(200).json({ success: true, message: '设置保存成功' }); + } catch (error) { + res.status(500).json({ success: false, message: '保存用户设置失败' }); + } +}); + +export default router; \ No newline at end of file diff --git a/backend/src/api/market.ts b/backend/src/api/market.ts new file mode 100644 index 0000000..bf407cc --- /dev/null +++ b/backend/src/api/market.ts @@ -0,0 +1,59 @@ +import express from 'express'; +import { fetchMarketOverview, fetchMarketDetail, fetchKlineData, fetchMarketHotspots, fetchRiskAlerts } from '../services/marketService'; + +const router = express.Router(); + +// 获取市场概览 +router.get('/overview', async (req, res) => { + try { + const data = await fetchMarketOverview(); + res.status(200).json({ success: true, data }); + } catch (error) { + res.status(500).json({ success: false, message: '获取市场概览失败' }); + } +}); + +// 获取品种详情 +router.get('/detail/:symbol', async (req, res) => { + try { + const { symbol } = req.params; + const data = await fetchMarketDetail(symbol); + res.status(200).json({ success: true, data }); + } catch (error) { + res.status(500).json({ success: false, message: '获取品种详情失败' }); + } +}); + +// 获取K线数据 +router.get('/klines/:symbol', async (req, res) => { + try { + const { symbol } = req.params; + const { period = '1H' } = req.query; + const data = await fetchKlineData(symbol, period as string); + res.status(200).json({ success: true, data }); + } catch (error) { + res.status(500).json({ success: false, message: '获取K线数据失败' }); + } +}); + +// 获取市场热点 +router.get('/hotspots', async (req, res) => { + try { + const data = await fetchMarketHotspots(); + res.status(200).json({ success: true, data }); + } catch (error) { + res.status(500).json({ success: false, message: '获取市场热点失败' }); + } +}); + +// 获取风险预警 +router.get('/alerts', async (req, res) => { + try { + const data = await fetchRiskAlerts(); + res.status(200).json({ success: true, data }); + } catch (error) { + res.status(500).json({ success: false, message: '获取风险预警失败' }); + } +}); + +export default router; \ No newline at end of file diff --git a/backend/src/api/push.ts b/backend/src/api/push.ts new file mode 100644 index 0000000..d2228da --- /dev/null +++ b/backend/src/api/push.ts @@ -0,0 +1,49 @@ +import express from 'express'; +import { fetchPushSettings, savePushSettings, testPush, fetchPushHistory } from '../services/pushService'; + +const router = express.Router(); + +// 获取推送设置 +router.get('/settings/:symbol', async (req, res) => { + try { + const { symbol } = req.params; + const data = await fetchPushSettings(symbol); + res.status(200).json({ success: true, data }); + } catch (error) { + res.status(500).json({ success: false, message: '获取推送设置失败' }); + } +}); + +// 保存推送设置 +router.post('/settings/:symbol', async (req, res) => { + try { + const { symbol } = req.params; + const data = await savePushSettings(symbol, req.body); + res.status(200).json({ success: true, message: '设置保存成功' }); + } catch (error) { + res.status(500).json({ success: false, message: '保存推送设置失败' }); + } +}); + +// 测试推送 +router.post('/test', async (req, res) => { + try { + const { method, content } = req.body; + const data = await testPush(method, content); + res.status(200).json({ success: true, message: '测试推送成功' }); + } catch (error) { + res.status(500).json({ success: false, message: '测试推送失败' }); + } +}); + +// 获取推送历史 +router.get('/history', async (req, res) => { + try { + const data = await fetchPushHistory(); + res.status(200).json({ success: true, data }); + } catch (error) { + res.status(500).json({ success: false, message: '获取推送历史失败' }); + } +}); + +export default router; \ No newline at end of file diff --git a/backend/src/api/risk.ts b/backend/src/api/risk.ts new file mode 100644 index 0000000..a801194 --- /dev/null +++ b/backend/src/api/risk.ts @@ -0,0 +1,61 @@ +import express from 'express'; +import { fetchStopLossAdvice, fetchPositionAdvice, fetchRolloverAlerts, fetchRiskAssessment } from '../services/riskService'; + +const router = express.Router(); + +// 获取止损建议 +router.get('/stoploss/:symbol', async (req, res) => { + try { + const { symbol } = req.params; + const data = await fetchStopLossAdvice(symbol); + res.status(200).json({ success: true, data }); + } catch (error) { + res.status(500).json({ success: false, message: '获取止损建议失败' }); + } +}); + +// 获取仓位建议 +router.post('/position', async (req, res) => { + try { + const { capital, risk_tolerance, symbols } = req.body; + const data = await fetchPositionAdvice(capital, risk_tolerance, symbols); + res.status(200).json({ success: true, data }); + } catch (error) { + res.status(500).json({ success: false, message: '获取仓位建议失败' }); + } +}); + +// 获取换月预警 +router.get('/rollover', async (req, res) => { + try { + const data = await fetchRolloverAlerts(); + res.status(200).json({ success: true, data }); + } catch (error) { + res.status(500).json({ success: false, message: '获取换月预警失败' }); + } +}); + +// 获取风险评估 +router.get('/assessment/:symbol', async (req, res) => { + try { + const { symbol } = req.params; + const data = await fetchRiskAssessment(symbol); + res.status(200).json({ success: true, data }); + } catch (error) { + res.status(500).json({ success: false, message: '获取风险评估失败' }); + } +}); + +// 保存风控设置 +router.post('/settings', async (req, res) => { + try { + const { stop_loss_strategy, risk_tolerance, max_position } = req.body; + // 模拟保存操作 + await new Promise(resolve => setTimeout(resolve, 200)); + res.status(200).json({ success: true, message: '设置保存成功' }); + } catch (error) { + res.status(500).json({ success: false, message: '保存风控设置失败' }); + } +}); + +export default router; \ No newline at end of file diff --git a/backend/src/api/watchlist.ts b/backend/src/api/watchlist.ts new file mode 100644 index 0000000..6197811 --- /dev/null +++ b/backend/src/api/watchlist.ts @@ -0,0 +1,49 @@ +import express from 'express'; +import { fetchWatchlist, addToWatchlist, removeFromWatchlist, checkWatchlistStatus } from '../services/watchlistService'; + +const router = express.Router(); + +// 获取自选列表 +router.get('/', async (req, res) => { + try { + const data = await fetchWatchlist(); + res.status(200).json({ success: true, data }); + } catch (error) { + res.status(500).json({ success: false, message: '获取自选列表失败' }); + } +}); + +// 添加自选 +router.post('/', async (req, res) => { + try { + const { symbol, name } = req.body; + const data = await addToWatchlist(symbol, name); + res.status(200).json({ success: true, message: '添加成功' }); + } catch (error) { + res.status(500).json({ success: false, message: '添加自选失败' }); + } +}); + +// 删除自选 +router.delete('/:symbol', async (req, res) => { + try { + const { symbol } = req.params; + const data = await removeFromWatchlist(symbol); + res.status(200).json({ success: true, message: '删除成功' }); + } catch (error) { + res.status(500).json({ success: false, message: '删除自选失败' }); + } +}); + +// 检查自选状态 +router.get('/status/:symbol', async (req, res) => { + try { + const { symbol } = req.params; + const data = await checkWatchlistStatus(symbol); + res.status(200).json({ success: true, data }); + } catch (error) { + res.status(500).json({ success: false, message: '检查自选状态失败' }); + } +}); + +export default router; \ No newline at end of file diff --git a/backend/src/app.ts b/backend/src/app.ts new file mode 100644 index 0000000..7f22f5d --- /dev/null +++ b/backend/src/app.ts @@ -0,0 +1,62 @@ +import express from 'express'; +import cors from 'cors'; +import helmet from 'helmet'; +import morgan from 'morgan'; +import rateLimit from 'express-rate-limit'; +import { config } from './config'; +import marketRoutes from './api/market'; +import analysisRoutes from './api/analysis'; +import riskRoutes from './api/risk'; +import configRoutes from './api/config'; +import watchlistRoutes from './api/watchlist'; +import pushRoutes from './api/push'; + +const app = express(); + +// 中间件配置 +app.use(helmet()); +app.use(cors(config.cors)); +app.use(morgan('combined')); +app.use(express.json()); +app.use(express.urlencoded({ extended: true })); + +// 速率限制 +app.use(rateLimit({ + windowMs: config.rateLimit.windowMs, + max: config.rateLimit.max, + message: { + success: false, + message: '请求过于频繁，请稍后再试' + } +})); + +// 健康检查 +app.get('/health', (req, res) => { + res.status(200).json({ success: true, message: '服务运行正常' }); +}); + +// API路由注册 +app.use('/api/market', marketRoutes); +app.use('/api/analysis', analysisRoutes); +app.use('/api/risk', riskRoutes); +app.use('/api/config', configRoutes); +app.use('/api/watchlist', watchlistRoutes); +app.use('/api/push', pushRoutes); + +// 404处理 +app.use((req, res) => { + res.status(404).json({ success: false, message: '接口不存在' }); +}); + +// 错误处理 +app.use((err: any, req: express.Request, res: express.Response, next: express.NextFunction) => { + console.error(err.stack); + res.status(500).json({ success: false, message: '服务器内部错误' }); +}); + +// 启动服务器 +app.listen(config.port, () => { + console.log(`服务器运行在 http://localhost:${config.port}`); +}); + +export default app; \ No newline at end of file diff --git a/backend/src/config/index.ts b/backend/src/config/index.ts new file mode 100644 index 0000000..1f8b02f --- /dev/null +++ b/backend/src/config/index.ts @@ -0,0 +1,32 @@ +import dotenv from 'dotenv'; + +dotenv.config(); + +export const config = { + port: process.env.PORT || 3005, + jwtSecret: process.env.JWT_SECRET || 'your-secret-key', + database: { + mongo: { + url: process.env.MONGO_URL || 'mongodb://localhost:27017/alpha-futures' + }, + postgres: { + host: process.env.PG_HOST || 'localhost', + port: parseInt(process.env.PG_PORT || '5432'), + user: process.env.PG_USER || 'postgres', + password: process.env.PG_PASSWORD || 'password', + database: process.env.PG_DATABASE || 'alpha-futures' + } + }, + redis: { + url: process.env.REDIS_URL || 'redis://localhost:6379' + }, + rateLimit: { + windowMs: 60 * 1000, // 1分钟 + max: 120 // 每分钟120次请求 + }, + cors: { + origin: '*', // 在生产环境中应该设置具体的域名 + methods: ['GET', 'POST', 'PUT', 'DELETE', 'OPTIONS'], + allowedHeaders: ['Content-Type', 'Authorization'] + } +}; \ No newline at end of file diff --git a/backend/src/services/analysisService.ts b/backend/src/services/analysisService.ts new file mode 100644 index 0000000..23bc349 --- /dev/null +++ b/backend/src/services/analysisService.ts @@ -0,0 +1,142 @@ +// 分析服务 +import { generateFutureData, futuresList } from '../utils/mockData'; + +// 获取AI分析 +export const fetchAIAnalysis = async (symbol: string) => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 500)); + const future = futuresList.find(item => item.code === symbol); + if (!future) { + throw new Error('品种不存在'); + } + const data = generateFutureData(symbol, future.name); + + return { + symbol, + technical: { + trend: data.overallView, + indicators: data.indicators, + strength: data.adx > 40 ? '强' : data.adx > 20 ? '弱' : '无' + }, + fundamental: { + industry: future.type, + supplyDemand: ['平衡', '供过于求', '供不应求'][Math.floor(Math.random() * 3)], + policyImpact: ['中性', '利好', '利空'][Math.floor(Math.random() * 3)] + }, + sentiment: { + marketSentiment: ['中性', '乐观', '悲观'][Math.floor(Math.random() * 3)], + positioning: ['多头', '空头', '平衡'][Math.floor(Math.random() * 3)], + volumeAnalysis: '正常' + }, + prediction: { + trend: ['上涨', '下跌', '震荡'][Math.floor(Math.random() * 3)], + winRate: data.winRate, + expectedReturn: +(Math.random() * 10 - 2).toFixed(2), + timeHorizon: '1-3天' + } + }; +}; + +// 获取多维度分析 +export const fetchMultiDimensionAnalysis = async (symbol: string) => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 400)); + + return { + technical: { + trend: ['多头', '空头', '震荡'][Math.floor(Math.random() * 3)], + support: +(Math.random() * 500 + 1500).toFixed(2), + resistance: +(Math.random() * 500 + 2500).toFixed(2), + indicators: { + macd: ['金叉', '死叉', '走平'][Math.floor(Math.random() * 3)], + rsi: Math.floor(Math.random() * 40) + 30, + kdj: ['金叉', '死叉', '走平'][Math.floor(Math.random() * 3)] + } + }, + capital: { + fundFlow: ['流入', '流出', '平衡'][Math.floor(Math.random() * 3)], + openInterest: Math.floor(Math.random() * 100000) + 50000, + volume: Math.floor(Math.random() * 1000000) + 100000, + largePositions: Math.floor(Math.random() * 50) + 20 + }, + policy: { + industryPolicy: ['中性', '利好', '利空'][Math.floor(Math.random() * 3)], + macroEconomy: ['稳定', '向好', '向坏'][Math.floor(Math.random() * 3)], + internationalFactors: ['稳定', '有利', '不利'][Math.floor(Math.random() * 3)] + } + }; +}; + +// 获取趋势预测 +export const fetchTrendPrediction = async (symbol: string) => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 300)); + + return { + short_term: { + trend: ['上涨', '下跌', '震荡'][Math.floor(Math.random() * 3)], + confidence: Math.floor(Math.random() * 30) + 60, + timeHorizon: '1-3天' + }, + medium_term: { + trend: ['上涨', '下跌', '震荡'][Math.floor(Math.random() * 3)], + confidence: Math.floor(Math.random() * 25) + 55, + timeHorizon: '1-2周' + }, + long_term: { + trend: ['上涨', '下跌', '震荡'][Math.floor(Math.random() * 3)], + confidence: Math.floor(Math.random() * 20) + 50, + timeHorizon: '1-3月' + } + }; +}; + +// 获取胜率评估 +export const fetchWinRateAssessment = async (symbol: string) => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 300)); + const winRate = Math.floor(Math.random() * 30) + 40; + + return { + win_rate: winRate, + risk_reward: +(Math.random() * 2 + 0.5).toFixed(2), + backtest_results: { + period: '过去3个月', + total_trades: Math.floor(Math.random() * 50) + 50, + win_trades: Math.floor(winRate / 100 * 100), + loss_trades: Math.floor((100 - winRate) / 100 * 100), + profit_factor: +(Math.random() * 2 + 0.5).toFixed(2) + } + }; +}; + +// 获取技术指标 +export const fetchTechnicalIndicators = async (symbol: string) => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 200)); + + return { + macd: { + value: +(Math.random() * 2 - 1).toFixed(2), + signal: +(Math.random() * 2 - 1).toFixed(2), + histogram: +(Math.random() * 1 - 0.5).toFixed(2), + status: ['金叉', '死叉', '走平'][Math.floor(Math.random() * 3)] + }, + rsi: { + value: Math.floor(Math.random() * 40) + 30, + status: ['超买', '超卖', '正常'][Math.floor(Math.random() * 3)] + }, + kdj: { + k: +(Math.random() * 100).toFixed(2), + d: +(Math.random() * 100).toFixed(2), + j: +(Math.random() * 100).toFixed(2), + status: ['金叉', '死叉', '走平'][Math.floor(Math.random() * 3)] + }, + bollinger: { + upper: +(Math.random() * 500 + 2500).toFixed(2), + middle: +(Math.random() * 500 + 2000).toFixed(2), + lower: +(Math.random() * 500 + 1500).toFixed(2), + status: ['突破上轨', '突破下轨', '通道内'][Math.floor(Math.random() * 3)] + } + }; +}; \ No newline at end of file diff --git a/backend/src/services/configService.ts b/backend/src/services/configService.ts new file mode 100644 index 0000000..7a490cc --- /dev/null +++ b/backend/src/services/configService.ts @@ -0,0 +1,65 @@ +// 配置服务 + +// 获取数据源列表 +export const fetchDataSources = async () => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 200)); + + return [ + { id: 1, name: 'Wind', status: 'online', priority: 1, enabled: true }, + { id: 2, name: '同花顺', status: 'online', priority: 2, enabled: true }, + { id: 3, name: '东方财富', status: 'online', priority: 3, enabled: true }, + { id: 4, name: '新浪财经', status: 'offline', priority: 4, enabled: false }, + { id: 5, name: 'TQSDK', status: 'online', priority: 5, enabled: true }, + { id: 6, name: 'RQData', status: 'online', priority: 6, enabled: true } + ]; +}; + +// 保存数据源配置 +export const saveDataSource = async (data: any) => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 300)); + console.log('保存数据源配置:', data); + return data; +}; + +// 获取AI模型列表 +export const fetchAIModels = async () => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 200)); + + return [ + { id: 1, name: 'DeepSeek', accuracy: '85%', responseTime: '250ms', enabled: true }, + { id: 2, name: 'GPT-4', accuracy: '88%', responseTime: '350ms', enabled: false }, + { id: 3, name: 'Claude', accuracy: '82%', responseTime: '200ms', enabled: false }, + { id: 4, name: '自定义模型', accuracy: '78%', responseTime: '150ms', enabled: false } + ]; +}; + +// 保存AI模型配置 +export const saveAIModel = async (data: any) => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 300)); + console.log('保存AI模型配置:', data); + return data; +}; + +// 获取系统设置 +export const fetchSystemSettings = async () => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 100)); + + return { + refresh_interval: 30, + alert_threshold: 70, + backtest_days: 90 + }; +}; + +// 保存系统设置 +export const saveSystemSettings = async (data: any) => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 200)); + console.log('保存系统设置:', data); + return data; +}; \ No newline at end of file diff --git a/backend/src/services/marketService.ts b/backend/src/services/marketService.ts new file mode 100644 index 0000000..d6e4661 --- /dev/null +++ b/backend/src/services/marketService.ts @@ -0,0 +1,51 @@ +// 市场数据服务 +import { futuresList, generateFuturesOverview, generateFutureData, generateKlineData, riskAlerts } from '../utils/mockData'; + +// 获取市场概览 +export const fetchMarketOverview = async () => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 300)); + return generateFuturesOverview(); +}; + +// 获取品种详情 +export const fetchMarketDetail = async (symbol: string) => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 200)); + const future = futuresList.find(item => item.code === symbol); + if (!future) { + throw new Error('品种不存在'); + } + return generateFutureData(symbol, future.name); +}; + +// 获取K线数据 +export const fetchKlineData = async (symbol: string, period: string) => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 200)); + return generateKlineData(30); +}; + +// 获取市场热点 +export const fetchMarketHotspots = async () => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 200)); + const overview = generateFuturesOverview(); + // 按涨跌幅排序，返回前10个 + return overview + .sort((a, b) => Math.abs(b.changePercent) - Math.abs(a.changePercent)) + .slice(0, 10) + .map(item => ({ + symbol: item.code, + name: item.name, + change: item.changePercent, + volume: Math.floor(Math.random() * 1000000) + 100000 + })); +}; + +// 获取风险预警 +export const fetchRiskAlerts = async () => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 100)); + return riskAlerts; +}; \ No newline at end of file diff --git a/backend/src/services/pushService.ts b/backend/src/services/pushService.ts new file mode 100644 index 0000000..c25fa52 --- /dev/null +++ b/backend/src/services/pushService.ts @@ -0,0 +1,66 @@ +// 推送服务 + +// 模拟推送设置存储 +const pushSettings: Record = { + 'AU': { + methods: ['email', 'wechat'], + timing: 'realTime', + content: ['price', 'trend', 'risk'], + price_level: 300 + }, + 'AG': { + methods: ['email'], + timing: 'realTime', + content: ['price', 'trend'], + price_level: 50 + } +}; + +// 模拟推送历史存储 +const pushHistory: any[] = [ + { id: 1, timestamp: new Date().toISOString(), method: 'email', content: 'AU价格突破3000', status: 'success' }, + { id: 2, timestamp: new Date().toISOString(), method: 'wechat', content: 'AG趋势改变', status: 'success' }, + { id: 3, timestamp: new Date().toISOString(), method: 'email', content: 'CU风险预警', status: 'failed' } +]; + +// 获取推送设置 +export const fetchPushSettings = async (symbol: string) => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 200)); + + return pushSettings[symbol] || { + methods: ['email'], + timing: 'realTime', + content: ['price'] + }; +}; + +// 保存推送设置 +export const savePushSettings = async (symbol: string, settings: any) => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 300)); + + pushSettings[symbol] = settings; + console.log('保存推送设置:', symbol, settings); + + return settings; +}; + +// 测试推送 +export const testPush = async (method: string, content: string) => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 500)); + + console.log('测试推送:', method, content); + + // 模拟推送成功 + return { success: true, message: '测试推送成功' }; +}; + +// 获取推送历史 +export const fetchPushHistory = async () => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 200)); + + return pushHistory; +}; \ No newline at end of file diff --git a/backend/src/services/riskService.ts b/backend/src/services/riskService.ts new file mode 100644 index 0000000..c8ad321 --- /dev/null +++ b/backend/src/services/riskService.ts @@ -0,0 +1,81 @@ +// 风控服务 +import { generateFutureData, futuresList } from '../utils/mockData'; + +// 获取止损建议 +export const fetchStopLossAdvice = async (symbol: string) => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 300)); + const future = futuresList.find(item => item.code === symbol); + if (!future) { + throw new Error('品种不存在'); + } + const data = generateFutureData(symbol, future.name); + + return { + stop_loss_price: data.tradingAdvice.stopLoss, + strategy: ['固定止损', '移动止损', '波动率止损'][Math.floor(Math.random() * 3)], + reasoning: `基于${data.volatility}波动率和${data.riskLevel}风险等级，建议设置止损位在${data.tradingAdvice.stopLoss.toFixed(2)}` + }; +}; + +// 获取仓位建议 +export const fetchPositionAdvice = async (capital: number, risk_tolerance: string, symbols: string[]) => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 400)); + + // 根据风险承受能力计算仓位比例 + const riskMultiplier = risk_tolerance === 'high' ? 0.05 : risk_tolerance === 'medium' ? 0.03 : 0.01; + + const positions = symbols.map(symbol => { + const future = futuresList.find(item => item.code === symbol); + if (!future) return null; + + const positionPercentage = +(Math.random() * 20 + 5).toFixed(2); + const positionAmount = capital * positionPercentage / 100; + + return { + symbol, + percentage: positionPercentage, + amount: positionAmount, + reasoning: `基于${risk_tolerance}风险承受能力，建议配置${positionPercentage}%的仓位` + }; + }).filter(Boolean); + + return { positions }; +}; + +// 获取换月预警 +export const fetchRolloverAlerts = async () => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 200)); + + const alerts = [ + { symbol: 'RB', expiration_date: '2026-05-15', days_left: 15, recommendation: '建议开始移仓' }, + { symbol: 'SC', expiration_date: '2026-06-20', days_left: 30, recommendation: '关注换月' }, + { symbol: 'CU', expiration_date: '2026-04-20', days_left: 5, recommendation: '紧急移仓' }, + { symbol: 'MA', expiration_date: '2026-05-10', days_left: 10, recommendation: '建议移仓' } + ]; + + return alerts; +}; + +// 获取风险评估 +export const fetchRiskAssessment = async (symbol: string) => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 300)); + const future = futuresList.find(item => item.code === symbol); + if (!future) { + throw new Error('品种不存在'); + } + + const riskLevel = ['低', '中等', '高'][Math.floor(Math.random() * 3)]; + const volatility = +(Math.random() * 10 + 5).toFixed(2); + const liquidity = +(Math.random() * 50 + 50).toFixed(2); + + return { + risk_level: riskLevel, + volatility: volatility, + liquidity: liquidity, + reasoning: `该品种风险等级为${riskLevel}，波动率为${volatility}%，流动性良好，适合${riskLevel === '高' ? '激进' : riskLevel === '中等' ? '稳健' : '保守'}型投资者` + }; +}; \ No newline at end of file diff --git a/backend/src/services/watchlistService.ts b/backend/src/services/watchlistService.ts new file mode 100644 index 0000000..f5face2 --- /dev/null +++ b/backend/src/services/watchlistService.ts @@ -0,0 +1,57 @@ +// 自选服务 +import { generateFutureData, futuresList } from '../utils/mockData'; + +// 模拟自选列表存储 +let watchlist: string[] = ['AU', 'AG', 'CU']; + +// 获取自选列表 +export const fetchWatchlist = async () => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 200)); + + const watchlistData = watchlist.map(symbol => { + const future = futuresList.find(item => item.code === symbol); + if (!future) return null; + const data = generateFutureData(symbol, future.name); + return { + symbol: data.code, + name: data.name, + price: data.currentPrice, + change: data.changePercent + }; + }).filter(Boolean); + + return watchlistData; +}; + +// 添加自选 +export const addToWatchlist = async (symbol: string, name: string) => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 200)); + + if (!watchlist.includes(symbol)) { + watchlist.push(symbol); + } + + return { symbol, name }; +}; + +// 删除自选 +export const removeFromWatchlist = async (symbol: string) => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 200)); + + watchlist = watchlist.filter(item => item !== symbol); + + return { symbol }; +}; + +// 检查自选状态 +export const checkWatchlistStatus = async (symbol: string) => { + // 模拟API请求延迟 + await new Promise(resolve => setTimeout(resolve, 100)); + + return { + is_in_watchlist: watchlist.includes(symbol) + }; +}; \ No newline at end of file diff --git a/backend/src/utils/mockData.ts b/backend/src/utils/mockData.ts new file mode 100644 index 0000000..2be010c --- /dev/null +++ b/backend/src/utils/mockData.ts @@ -0,0 +1,223 @@ +// 模拟数据 + +// 期货品种列表 +export const futuresList = [ + // 金属类 + { code: 'AU', name: '金', type: '金属' }, + { code: 'AG', name: '银', type: '金属' }, + { code: 'CU', name: '铜', type: '金属' }, + { code: 'NI', name: '镍', type: '金属' }, + { code: 'SN', name: '锡', type: '金属' }, + { code: 'AL', name: '铝', type: '金属' }, + { code: 'ZN', name: '锌', type: '金属' }, + + // 建材类 + { code: 'FG', name: '玻璃', type: '建材' }, + { code: 'SJS', name: '烧碱', type: '建材' }, + { code: 'SCA', name: '纯碱', type: '建材' }, + { code: 'JM', name: '焦煤', type: '建材' }, + { code: 'RB', name: '螺纹钢', type: '建材' }, + { code: 'ALO', name: '氧化铝', type: '建材' }, + + // 能源化工类 + { code: 'MA', name: '甲醇', type: '能源化工' }, + { code: 'PVC', name: 'PVC', type: '能源化工' }, + { code: 'FU', name: '燃油', type: '能源化工' }, + { code: 'SC', name: '原油', type: '能源化工' }, + { code: 'L', name: '橡胶', type: '能源化工' }, + { code: 'NR', name: '20号胶', type: '能源化工' }, + { code: 'BU', name: '沥青', type: '能源化工' }, + { code: 'LU', name: '低硫燃油', type: '能源化工' }, + + // 农产品类 + { code: 'P', name: '棕榈油', type: '农产品' }, + + // 新能源类 + { code: 'LC', name: '碳酸锂', type: '新能源' }, + { code: 'SI', name: '工业硅', type: '新能源' }, + { code: 'PGS', name: '多晶硅', type: '新能源' }, + + // 金融类 + { code: 'IC', name: '中证500', type: '金融' }, + { code: 'IM', name: '中证1000', type: '金融' }, + { code: 'IH', name: '上证50', type: '金融' } +]; + +// 生成随机数据的工具函数 +const generateRandomPrice = (base: number, volatility: number) => { + return +(base + (Math.random() - 0.5) * 2 * volatility).toFixed(2); +}; + +const generateRandomChange = () => { + return +(Math.random() * 10 - 5).toFixed(2); +}; + +const generateRandomWinRate = () => { + return Math.floor(Math.random() * 50) + 30; +}; + +const generateRandomATR = () => { + return +(Math.random() * 5 + 0.5).toFixed(2); +}; + +const generateRandomADX = () => { + return Math.floor(Math.random() * 60) + 10; +}; + +const getADXStatus = (adx: number) => { + if (adx < 20) return '无趋势/震荡'; + if (adx < 40) return '弱趋势'; + return '强趋势'; +}; + +const getTrendDirection = () => { + const directions = ['看多', '看空', '观望']; + return directions[Math.floor(Math.random() * directions.length)]; +}; + +const getTrendStatus = (direction: string) => { + if (direction === '看多') return '多头趋势'; + if (direction === '看空') return '空头趋势'; + return '震荡'; +}; + +const generateRandomRSI = () => { + return Math.floor(Math.random() * 80) + 10; +}; + +// 生成品种详细数据 +export const generateFutureData = (code: string, name: string) => { + const currentPrice = generateRandomPrice(2000, 500); + const changePercent = generateRandomChange(); + const atr = generateRandomATR(); + const adx = generateRandomADX(); + const winRate = generateRandomWinRate(); + + const trends = { + '5MIN': { + direction: getTrendDirection(), + status: getTrendStatus(getTrendDirection()), + rsi: generateRandomRSI() + }, + '30MIN': { + direction: getTrendDirection(), + status: getTrendStatus(getTrendDirection()), + rsi: generateRandomRSI() + }, + '1HOUR': { + direction: getTrendDirection(), + status: getTrendStatus(getTrendDirection()), + rsi: generateRandomRSI() + }, + '1DAY': { + direction: getTrendDirection(), + status: getTrendStatus(getTrendDirection()), + rsi: generateRandomRSI() + } + }; + + const indicators = { + macd: ['金叉向上', '死叉向下', '走平'][Math.floor(Math.random() * 3)], + rsi: `${generateRandomRSI()}(中性)`, + bollinger: ['触及上轨', '触及下轨', '中轨附近'][Math.floor(Math.random() * 3)], + kdj: ['金叉向上', '死叉向下', '走平'][Math.floor(Math.random() * 3)] + }; + + const entry = currentPrice; + const stopLoss = entry * (1 - 0.02 * (Math.random() + 0.5)); + const target = entry * (1 + 0.03 * (Math.random() + 0.5)); + const resistance = entry * (1 + 0.05 * (Math.random() + 0.5)); + const support = entry * (1 - 0.05 * (Math.random() + 0.5)); + + const overallViews = ['观望', '中线', '多头排列', '空头排列', '震荡']; + const overallView = overallViews[Math.floor(Math.random() * overallViews.length)]; + + return { + code, + name, + fullName: `${name}-${code}605`, + currentPrice, + changePercent, + winRate, + atr, + adx, + adxStatus: getADXStatus(adx), + trends, + indicators, + tradingAdvice: { + entry: +entry.toFixed(2), + stopLoss: +stopLoss.toFixed(2), + target: +target.toFixed(2), + resistance: +resistance.toFixed(2), + support: +support.toFixed(2) + }, + riskLevel: ['低', '中等', '高'][Math.floor(Math.random() * 3)], + volatility: ['低', '中等', '高'][Math.floor(Math.random() * 3)], + overallView, + aiAnalysis: `MACD:${indicators.macd} | RSI:${indicators.rsi} | 布林带:${indicators.bollinger}` + }; +}; + +// 生成多个品种的概览数据 +export const generateFuturesOverview = () => { + return futuresList.map(item => { + const data = generateFutureData(item.code, item.name); + return { + code: data.code, + name: data.name, + currentPrice: data.currentPrice, + changePercent: data.changePercent, + winRate: data.winRate, + atr: data.atr, + adx: data.adx, + adxStatus: data.adxStatus, + trends: data.trends, + tradingAdvice: data.tradingAdvice, + overallView: data.overallView, + aiAnalysis: data.aiAnalysis + }; + }); +}; + +// 风险预警数据 +export const riskAlerts = [ + { id: 1, title: '原油波动加剧', level: '高', message: '原油价格近期波动较大，建议控制仓位' }, + { id: 2, title: '螺纹钢换月提醒', level: '中等', message: '螺纹钢主力合约即将换月，请注意移仓' }, + { id: 3, title: '市场情绪偏空', level: '中等', message: '多数品种技术指标显示空头信号，建议谨慎操作' }, + { id: 4, title: '铜库存下降', level: '低', message: '铜库存持续下降，可能影响价格走势' } +]; + +// K线图模拟数据 +export const generateKlineData = (days: number) => { + const data = []; + let price = 2000; + + for (let i = 0; i < days; i++) { + const open = price; + const high = open + Math.random() * 50; + const low = open - Math.random() * 50; + const close = low + Math.random() * (high - low); + const volume = Math.floor(Math.random() * 100000) + 10000; + + data.push({ + time: new Date(Date.now() - (days - i) * 24 * 60 * 60 * 1000).getTime() / 1000, + open: +open.toFixed(2), + high: +high.toFixed(2), + low: +low.toFixed(2), + close: +close.toFixed(2), + volume + }); + + price = close; + } + + return data; +}; + +// AI市场研判 +export const aiMarketAnalysis = { + overallTrend: '震荡偏弱', + keyFactors: ['原油价格波动', '宏观经济数据', '政策面变化'], + recommendations: ['控制仓位', '关注原油走势', '做好止损'], + confidence: 75 +}; \ No newline at end of file diff --git a/backend/tsconfig.json b/backend/tsconfig.json new file mode 100644 index 0000000..219d8e5 --- /dev/null +++ b/backend/tsconfig.json @@ -0,0 +1,26 @@ +{ + "compilerOptions": { + "target": "ES2020", + "module": "commonjs", + "lib": ["ES2020"], + "outDir": "./dist", + "rootDir": "./src", + "strict": true, + "esModuleInterop": true, + "skipLibCheck": true, + "forceConsistentCasingInFileNames": true, + "resolveJsonModule": true, + "moduleResolution": "node", + "declaration": true, + "declarationMap": true, + "sourceMap": true + }, + "include": [ + "src/**/*" + ], + "exclude": [ + "node_modules", + "dist", + "test" + ] +} \ No newline at end of file diff --git a/docs/系统架构设计方案.md b/docs/系统架构设计方案.md new file mode 100644 index 0000000..bb8d532 --- /dev/null +++ b/docs/系统架构设计方案.md @@ -0,0 +1,688 @@ +# AI期货分析系统架构设计方案 + +## 1. 技术栈选择 + +### 1.1 前端技术栈 +| 技术 | 版本 | 用途 | 选型理由 | +|------|------|------|----------| +| React | 18.x | 前端框架 | 组件化开发，性能优异，生态成熟 | +| TypeScript | 5.x | 类型系统 | 提供类型安全，减少运行时错误 | +| Ant Design | 5.x | UI组件库 | 专业金融界面，组件丰富，响应式设计 | +| Redux Toolkit | 2.x | 状态管理 | 简化Redux使用，提供更好的开发体验 | +| ECharts | 5.x | 数据可视化 | 强大的图表能力，适合金融数据展示 | +| TradingView Lightweight Charts | 4.x | K线图表 | 专业级K线图表，性能优异，功能丰富 | +| Vite | 5.x | 构建工具 | 快速的开发服务器和构建速度 | +| React Router | 6.x | 路由管理 | 声明式路由，支持嵌套路由和路由守卫 | + +### 1.2 后端技术栈 +| 技术 | 版本 | 用途 | 选型理由 | +|------|------|------|----------| +| Node.js | 18.x | 运行环境 | 高性能，适合I/O密集型应用 | +| Express | 4.x | Web框架 | 轻量级，API设计简洁，中间件丰富 | +| TypeScript | 5.x | 类型系统 | 提供类型安全，提高代码可维护性 | +| MongoDB | 6.x | 文档数据库 | 灵活的数据模型，适合存储结构化和半结构化数据 | +| Redis | 7.x | 缓存 | 高性能缓存，适合存储热点数据和会话信息 | +| PostgreSQL | 15.x | 关系型数据库 | 强大的查询能力，适合存储结构化金融数据 | +| MQTT | 4.x | 消息队列 | 适合实时数据传输，支持物联网设备通信 | +| Socket.IO | 4.x | 实时通信 | 支持WebSocket，适合实时数据推送 | +| JWT | - | 认证 | 无状态认证，便于水平扩展 | + +### 1.3 AI技术栈 +| 技术 | 版本 | 用途 | 选型理由 | +|------|------|------|----------| +| Python | 3.10+ | AI开发语言 | 数据科学和机器学习的标准语言 | +| TensorFlow/PyTorch | 2.x | 深度学习框架 | 支持复杂模型训练和推理 | +| DeepSeek | - | 大语言模型 | 高性能中文大模型，适合金融分析 | +| scikit-learn | 1.3+ | 机器学习库 | 提供丰富的机器学习算法 | +| NumPy/Pandas | 1.24+/2.0+ | 数据处理 | 高效的数值计算和数据处理 | +| FastAPI | 0.100+ | AI服务框架 | 高性能API框架，支持异步处理 | + +## 2. 系统架构图 + +```mermaid +flowchart TD + subgraph 前端层 + WebApp["Web应用\nReact + Ant Design"] + MobileApp["移动App\nReact Native"] + WebApp -->|API调用| APIGateway + MobileApp -->|API调用| APIGateway + end + + subgraph 接口层 + APIGateway["API网关\nExpress + Nginx"] + RateLimiter["速率限制"] + AuthService["认证服务\nJWT"] + APIGateway --> RateLimiter + RateLimiter --> AuthService + AuthService -->|验证通过| BackendServices + end + + subgraph 后端服务层 + BackendServices["后端服务"] + MarketService["市场数据服务"] + AnalysisService["分析服务"] + RiskService["风控服务"] + ConfigService["配置服务"] + WatchlistService["自选服务"] + PushService["推送服务"] + + BackendServices --> MarketService + BackendServices --> AnalysisService + BackendServices --> RiskService + BackendServices --> ConfigService + BackendServices --> WatchlistService + BackendServices --> PushService + end + + subgraph AI层 + AIServices["AI服务"] + LLMService["大语言模型服务\nDeepSeek"] + QuantService["量化分析服务"] + PredictionService["预测服务"] + + AIServices --> LLMService + AIServices --> QuantService + AIServices --> PredictionService + + AnalysisService --> AIServices + end + + subgraph 数据层 + DataLayer["数据存储"] + RealTimeDB["实时行情数据库\nInfluxDB"] + HistoricalDB["历史数据库\nPostgreSQL"] + AnalysisDB["分析结果库\nMongoDB"] + CacheDB["缓存\nRedis"] + ConfigDB["配置数据库\nMongoDB"] + + DataLayer --> RealTimeDB + DataLayer --> HistoricalDB + DataLayer --> AnalysisDB + DataLayer --> CacheDB + DataLayer --> ConfigDB + + MarketService --> DataLayer + AnalysisService --> DataLayer + RiskService --> DataLayer + ConfigService --> ConfigDB + WatchlistService --> AnalysisDB + end + + subgraph 外部服务层 + ExternalServices["外部服务"] + MarketDataAPI["行情数据API"] + NewsAPI["新闻/政策API"] + SMSAPI["短信服务"] + EmailAPI["邮件服务"] + WeChatAPI["微信服务"] + DingTalkAPI["钉钉服务"] + + ExternalServices --> MarketDataAPI + ExternalServices --> NewsAPI + ExternalServices --> SMSAPI + ExternalServices --> EmailAPI + ExternalServices --> WeChatAPI + ExternalServices --> DingTalkAPI + + MarketService --> MarketDataAPI + AnalysisService --> NewsAPI + PushService --> SMSAPI + PushService --> EmailAPI + PushService --> WeChatAPI + PushService --> DingTalkAPI + end +``` + +## 3. 核心流程设计 + +### 3.1 市场数据获取与处理流程 +```mermaid +sequenceDiagram + participant Client as 前端 + participant API as API网关 + participant MarketService as 市场数据服务 + participant Cache as Redis缓存 + participant RealTimeDB as 实时数据库 + participant ExternalAPI as 外部行情API + + Client->>API: 请求市场数据 + API->>MarketService: 转发请求 + MarketService->>Cache: 检查缓存 + alt 缓存命中 + Cache-->>MarketService: 返回缓存数据 + else 缓存未命中 + MarketService->>RealTimeDB: 查询实时数据库 + alt 数据库有数据 + RealTimeDB-->>MarketService: 返回数据 + MarketService->>Cache: 更新缓存 + else 数据库无数据 + MarketService->>ExternalAPI: 请求外部API + ExternalAPI-->>MarketService: 返回行情数据 + MarketService->>RealTimeDB: 存储实时数据 + MarketService->>Cache: 更新缓存 + end + end + MarketService-->>API: 返回数据 + API-->>Client: 响应数据 +``` + +### 3.2 AI分析流程 +```mermaid +sequenceDiagram + participant Client as 前端 + participant API as API网关 + participant AnalysisService as 分析服务 + participant AIService as AI服务 + participant MarketService as 市场数据服务 + participant AnalysisDB as 分析结果库 + + Client->>API: 请求AI分析 + API->>AnalysisService: 转发请求 + AnalysisService->>MarketService: 获取市场数据 + MarketService-->>AnalysisService: 返回数据 + AnalysisService->>AIService: 调用AI分析 + AIService->>AIService: 执行技术分析 + AIService->>AIService: 执行资金面分析 + AIService->>AIService: 执行政策面分析 + AIService->>AIService: 执行AI预测 + AIService-->>AnalysisService: 返回分析结果 + AnalysisService->>AnalysisDB: 存储分析结果 + AnalysisService-->>API: 返回分析结果 + API-->>Client: 响应分析结果 +``` + +### 3.3 风控管理流程 +```mermaid +sequenceDiagram + participant Client as 前端 + participant API as API网关 + participant RiskService as 风控服务 + participant MarketService as 市场数据服务 + participant AnalysisService as 分析服务 + participant AnalysisDB as 分析结果库 + + Client->>API: 请求风控建议 + API->>RiskService: 转发请求 + RiskService->>MarketService: 获取最新市场数据 + MarketService-->>RiskService: 返回数据 + RiskService->>AnalysisService: 获取AI分析结果 + AnalysisService-->>RiskService: 返回分析结果 + RiskService->>RiskService: 计算止损点位 + RiskService->>RiskService: 计算仓位建议 + RiskService->>RiskService: 分析换月风险 + RiskService->>RiskService: 评估整体风险 + RiskService->>AnalysisDB: 存储风控结果 + RiskService-->>API: 返回风控建议 + API-->>Client: 响应风控建议 +``` + +### 3.4 消息推送流程 +```mermaid +sequenceDiagram + participant Client as 前端 + participant API as API网关 + participant PushService as 推送服务 + participant ExternalServices as 外部服务 + participant MarketService as 市场数据服务 + participant AnalysisService as 分析服务 + + Client->>API: 配置推送设置 + API->>PushService: 存储推送配置 + + loop 定时检查 + PushService->>MarketService: 获取最新市场数据 + MarketService-->>PushService: 返回数据 + PushService->>AnalysisService: 获取AI分析结果 + AnalysisService-->>PushService: 返回分析结果 + PushService->>PushService: 检查推送条件 + alt 满足推送条件 + PushService->>ExternalServices: 发送推送通知 + ExternalServices-->>Client: 推送通知 + end + end +``` + +## 4. 数据架构 + +### 4.1 数据库设计 + +#### 4.1.1 实时行情数据库 (InfluxDB) +| 测量值 | 字段 | 标签 | 说明 | +|--------|------|------|------| +| futures_price | open, high, low, close, volume, open_interest | symbol, exchange, interval | 存储K线数据 | +| market_tick | price, volume, open_interest | symbol, exchange, timestamp | 存储逐笔成交数据 | + +#### 4.1.2 历史数据库 (PostgreSQL) +| 表名 | 字段 | 类型 | 说明 | +|------|------|------|------| +| futures_contracts | id, symbol, name, exchange, type, size, price_tick, margin_rate, created_at, updated_at | SERIAL, VARCHAR, VARCHAR, VARCHAR, VARCHAR, DECIMAL, DECIMAL, DECIMAL, TIMESTAMP, TIMESTAMP | 合约基本信息 | +| historical_prices | id, contract_id, timestamp, open, high, low, close, volume, open_interest | SERIAL, INTEGER, TIMESTAMP, DECIMAL, DECIMAL, DECIMAL, DECIMAL, INTEGER, INTEGER | 历史K线数据 | +| market_events | id, event_type, event_date, title, content, impact_level, created_at | SERIAL, VARCHAR, DATE, VARCHAR, TEXT, INTEGER, TIMESTAMP | 市场事件记录 | + +#### 4.1.3 分析结果库 (MongoDB) +| 集合 | 字段 | 类型 | 说明 | +|------|------|------|------| +| analysis_results | _id, symbol, timestamp, technical_analysis, fundamental_analysis, sentiment_analysis, ai_prediction, risk_assessment | ObjectId, String, Date, Object, Object, Object, Object, Object | 分析结果 | +| user_watchlists | _id, user_id, symbols, created_at, updated_at | ObjectId, String, Array, Date, Date | 用户自选合约 | +| trading_signals | _id, symbol, signal_type, direction, strength, timestamp, confidence, expiration | ObjectId, String, String, String, Number, Date, Number, Date | 交易信号 | + +#### 4.1.4 配置数据库 (MongoDB) +| 集合 | 字段 | 类型 | 说明 | +|------|------|------|------| +| data_sources | _id, name, type, url, api_key, priority, enabled, status, response_time | ObjectId, String, String, String, String, Number, Boolean, String, Number | 数据源配置 | +| ai_models | _id, name, type, api_key, url, parameters, accuracy, response_time, enabled | ObjectId, String, String, String, String, Object, Number, Number, Boolean | AI模型配置 | +| system_settings | _id, key, value, description, updated_at | ObjectId, String, Mixed, String, Date | 系统配置 | +| user_settings | _id, user_id, preferences, notifications, created_at, updated_at | ObjectId, String, Object, Object, Date, Date | 用户配置 | + +### 4.2 数据流向 +1. **数据采集**：从外部行情API获取实时数据，存入实时行情数据库 +2. **数据处理**：实时数据经过清洗和标准化后，定期存入历史数据库 +3. **数据分析**：分析服务从实时和历史数据库获取数据，进行技术分析和AI分析 +4. **结果存储**：分析结果存入分析结果库，供前端查询和后续分析使用 +5. **数据缓存**：热点数据存入Redis缓存，提高查询性能 +6. **配置管理**：系统配置和用户配置存入配置数据库，支持动态调整 + +## 5. 接口设计 + +### 5.1 API接口规范 +| 接口类型 | 路径前缀 | 认证方式 | 速率限制 | +|----------|----------|----------|----------| +| 公共接口 | /api/public | 无需认证 | 60次/分钟 | +| 用户接口 | /api/user | JWT认证 | 120次/分钟 | +| 市场接口 | /api/market | JWT认证 | 120次/分钟 | +| 分析接口 | /api/analysis | JWT认证 | 60次/分钟 | +| 风控接口 | /api/risk | JWT认证 | 60次/分钟 | +| 配置接口 | /api/config | JWT认证 | 30次/分钟 | +| 推送接口 | /api/push | JWT认证 | 30次/分钟 | + +### 5.2 核心API接口 + +#### 5.2.1 市场数据接口 +| 接口 | 方法 | 路径 | 描述 | 请求体 | 响应体 | +|------|------|------|------|--------|--------| +| 获取市场概览 | GET | /api/market/overview | 获取所有品种概览 | N/A | `{data: [{symbol, name, price, change, atr, adx, win_rate}]}` | +| 获取品种详情 | GET | /api/market/detail/{symbol} | 获取单个品种详细数据 | N/A | `{data: {symbol, name, price, indicators, trends, trading_advice}}` | +| 获取K线数据 | GET | /api/market/klines/{symbol} | 获取K线数据 | N/A | `{data: [{timestamp, open, high, low, close, volume}]}` | +| 获取市场热点 | GET | /api/market/hotspots | 获取市场热点 | N/A | `{data: [{symbol, name, change, volume}]}` | +| 获取风险预警 | GET | /api/market/alerts | 获取市场风险预警 | N/A | `{data: [{id, title, message, level, symbol}]}` | + +#### 5.2.2 分析接口 +| 接口 | 方法 | 路径 | 描述 | 请求体 | 响应体 | +|------|------|------|------|--------|--------| +| 获取AI分析 | GET | /api/analysis/ai/{symbol} | 获取AI分析结果 | N/A | `{data: {symbol, technical, fundamental, sentiment, prediction}}` | +| 获取多维度分析 | GET | /api/analysis/multi/{symbol} | 获取多维度分析 | N/A | `{data: {technical, capital, policy}}` | +| 获取趋势预测 | GET | /api/analysis/trend/{symbol} | 获取趋势预测 | N/A | `{data: {short_term, medium_term, long_term}}` | +| 获取胜率评估 | GET | /api/analysis/winrate/{symbol} | 获取胜率评估 | N/A | `{data: {win_rate, risk_reward, backtest_results}}` | +| 获取技术指标 | GET | /api/analysis/indicators/{symbol} | 获取技术指标 | N/A | `{data: {macd, rsi, kdj, bollinger}}` | + +#### 5.2.3 风控接口 +| 接口 | 方法 | 路径 | 描述 | 请求体 | 响应体 | +|------|------|------|------|--------|--------| +| 获取止损建议 | GET | /api/risk/stoploss/{symbol} | 获取止损建议 | N/A | `{data: {stop_loss_price, strategy, reasoning}}` | +| 获取仓位建议 | POST | /api/risk/position | 获取仓位建议 | `{capital, risk_tolerance, symbols: []}` | `{data: {positions: [{symbol, percentage, reasoning}]}}` | +| 获取换月预警 | GET | /api/risk/rollover | 获取换月预警 | N/A | `{data: [{symbol, expiration_date, days_left, recommendation}]}` | +| 获取风险评估 | GET | /api/risk/assessment/{symbol} | 获取风险评估 | N/A | `{data: {risk_level, volatility, liquidity, reasoning}}` | +| 保存风控设置 | POST | /api/risk/settings | 保存风控设置 | `{stop_loss_strategy, risk_tolerance, max_position}` | `{success: true, message: "设置保存成功"}` | + +#### 5.2.4 配置接口 +| 接口 | 方法 | 路径 | 描述 | 请求体 | 响应体 | +|------|------|------|------|--------|--------| +| 获取数据源 | GET | /api/config/datasources | 获取数据源列表 | N/A | `{data: [{id, name, status, priority, enabled}]}` | +| 保存数据源 | POST | /api/config/datasources | 保存数据源配置 | `{id, name, url, api_key, priority, enabled}` | `{success: true, message: "配置保存成功"}` | +| 获取AI模型 | GET | /api/config/ai-models | 获取AI模型列表 | N/A | `{data: [{id, name, accuracy, response_time, enabled}]}` | +| 保存AI模型 | POST | /api/config/ai-models | 保存AI模型配置 | `{id, name, url, api_key, parameters, enabled}` | `{success: true, message: "配置保存成功"}` | +| 获取系统设置 | GET | /api/config/system | 获取系统设置 | N/A | `{data: {refresh_interval, alert_threshold, backtest_days}}` | +| 保存系统设置 | POST | /api/config/system | 保存系统设置 | `{refresh_interval, alert_threshold, backtest_days}` | `{success: true, message: "设置保存成功"}` | +| 获取用户设置 | GET | /api/config/user | 获取用户设置 | N/A | `{data: {preferences, notifications}}` | +| 保存用户设置 | POST | /api/config/user | 保存用户设置 | `{preferences, notifications}` | `{success: true, message: "设置保存成功"}` | + +#### 5.2.5 自选接口 +| 接口 | 方法 | 路径 | 描述 | 请求体 | 响应体 | +|------|------|------|------|--------|--------| +| 获取自选列表 | GET | /api/watchlist | 获取用户自选列表 | N/A | `{data: [{symbol, name, price, change}]}` | +| 添加自选 | POST | /api/watchlist | 添加合约到自选 | `{symbol, name}` | `{success: true, message: "添加成功"}` | +| 删除自选 | DELETE | /api/watchlist/{symbol} | 从自选中删除合约 | N/A | `{success: true, message: "删除成功"}` | +| 检查自选状态 | GET | /api/watchlist/status/{symbol} | 检查合约是否在自选 | N/A | `{data: {is_in_watchlist: true}}` | + +#### 5.2.6 推送接口 +| 接口 | 方法 | 路径 | 描述 | 请求体 | 响应体 | +|------|------|------|------|--------|--------| +| 获取推送设置 | GET | /api/push/settings/{symbol} | 获取推送设置 | N/A | `{data: {methods, timing, content}}` | +| 保存推送设置 | POST | /api/push/settings/{symbol} | 保存推送设置 | `{methods, timing, content, price_level}` | `{success: true, message: "设置保存成功"}` | +| 测试推送 | POST | /api/push/test | 测试推送 | `{method, content}` | `{success: true, message: "测试推送成功"}` | +| 获取推送历史 | GET | /api/push/history | 获取推送历史 | N/A | `{data: [{id, timestamp, method, content, status}]}` | + +## 6. 部署架构 + +### 6.1 开发环境 +| 服务 | 版本 | 端口 | 配置 | +|------|------|------|------| +| Node.js | 18.x | 3000 | 开发服务器 | +| MongoDB | 6.x | 27017 | 分析结果和配置存储 | +| PostgreSQL | 15.x | 5432 | 历史数据存储 | +| Redis | 7.x | 6379 | 缓存 | +| InfluxDB | 2.x | 8086 | 实时行情数据 | +| Python | 3.10+ | 8000 | AI服务 | + +### 6.2 生产环境 +| 服务 | 版本 | 配置 | 部署方式 | +|------|------|------|----------| +| API网关 | Nginx | 负载均衡 | Kubernetes | +| 后端服务 | Node.js | 多实例 | Kubernetes | +| AI服务 | Python | GPU支持 | Kubernetes | +| 数据库 | MongoDB/PostgreSQL/Redis/InfluxDB | 高可用集群 | Kubernetes | +| 监控 | Prometheus/Grafana | 实时监控 | Kubernetes | +| 日志 | ELK Stack | 集中式日志 | Kubernetes | + +### 6.3 CI/CD流程 +| 阶段 | 工具 | 操作 | +|------|------|------| +| 代码提交 | Git | 代码提交到仓库 | +| 代码检查 | ESLint/Prettier | 代码风格检查 | +| 测试 | Jest/Mocha | 单元测试和集成测试 | +| 构建 | Docker | 构建容器镜像 | +| 部署 | Kubernetes | 部署到测试环境 | +| 验证 | Cypress | 端到端测试 | +| 发布 | Kubernetes | 部署到生产环境 | + +## 7. 编码指导文档 + +### 7.1 项目结构 + +``` +/ +├── frontend/ # 前端代码 +│ ├── public/ # 静态资源 +│ ├── src/ # 源代码 +│ │ ├── components/ # 通用组件 +│ │ │ ├── layout/ # 布局组件 +│ │ │ ├── charts/ # 图表组件 +│ │ │ ├── forms/ # 表单组件 +│ │ │ └── common/ # 通用UI组件 +│ │ ├── pages/ # 页面组件 +│ │ │ ├── dashboard/ # 主页 +│ │ │ ├── detail/ # 详情分析页 +│ │ │ ├── risk/ # 风控管理页 +│ │ │ ├── config/ # 配置管理页 +│ │ │ └── watchlist/ # 自选页面 +│ │ ├── services/ # API服务 +│ │ ├── store/ # Redux状态管理 +│ │ ├── utils/ # 工具函数 +│ │ ├── constants/ # 常量定义 +│ │ ├── hooks/ # 自定义Hooks +│ │ ├── types/ # TypeScript类型定义 +│ │ ├── App.tsx # 应用根组件 +│ │ └── main.tsx # 应用入口 +│ ├── package.json # 依赖配置 +│ ├── tsconfig.json # TypeScript配置 +│ └── vite.config.ts # Vite配置 +├── backend/ # 后端代码 +│ ├── src/ # 源代码 +│ │ ├── api/ # API路由 +│ │ ├── services/ # 业务逻辑服务 +│ │ ├── models/ # 数据模型 +│ │ ├── middleware/ # 中间件 +│ │ ├── config/ # 配置 +│ │ ├── utils/ # 工具函数 +│ │ ├── types/ # TypeScript类型定义 +│ │ └── app.ts # 应用入口 +│ ├── package.json # 依赖配置 +│ ├── tsconfig.json # TypeScript配置 +│ └── nodemon.json # 开发服务器配置 +├── ai/ # AI服务代码 +│ ├── src/ # 源代码 +│ ├── requirements.txt # Python依赖 +│ └── Dockerfile # Docker配置 +├── shared/ # 共享代码 +│ ├── types/ # 共享类型定义 +│ └── utils/ # 共享工具函数 +├── config/ # 配置文件 +├── docs/ # 文档 +├── scripts/ # 脚本文件 +└── docker-compose.yml # Docker Compose配置 +``` + +### 7.2 编码规范 + +#### 7.2.1 前端编码规范 +- **代码风格**：使用ESLint + Prettier保持代码风格一致 +- **命名规范**： + - 组件名：大驼峰命名法（PascalCase） + - 变量名：小驼峰命名法（camelCase） + - 常量名：全大写（SNAKE_CASE） + - 文件名：组件文件使用大驼峰，其他文件使用小驼峰 +- **注释规范**： + - 组件：JSDoc注释，包含参数和返回值 + - 函数：关键函数添加注释 + - 复杂逻辑：添加 inline 注释 +- **组件设计**： + - 单一职责原则 + - 可复用组件提取 + - 状态管理合理使用 + - 性能优化考虑 + +#### 7.2.2 后端编码规范 +- **代码风格**：使用ESLint + Prettier保持代码风格一致 +- **命名规范**： + - 类名：大驼峰命名法（PascalCase） + - 方法名：小驼峰命名法（camelCase） + - 变量名：小驼峰命名法（camelCase） + - 常量名：全大写（SNAKE_CASE） + - 文件名：小驼峰命名法 +- **注释规范**： + - 类：JSDoc注释，包含类的用途 + - 方法：JSDoc注释，包含参数、返回值和异常 + - 复杂逻辑：添加 inline 注释 +- **API设计**： + - RESTful API设计规范 + - 统一的错误处理 + - 合理的状态码使用 + - 详细的API文档 + +### 7.3 实现指南 + +#### 7.3.1 前端实现步骤 +1. **项目初始化**： + - 使用Vite创建React项目 + - 配置TypeScript + - 安装Ant Design和其他依赖 + +2. **核心组件开发**： + - 实现布局组件（Header, Sider, Content） + - 开发图表组件（K线图, 热力图, 趋势图） + - 实现表单组件（配置表单, 风控设置表单） + - 开发通用UI组件（品种卡片, 风险预警, 数据表格） + +3. **页面开发**： + - 实现Dashboard主页 + - 开发详情分析页 + - 实现风控管理页 + - 开发配置管理页 + - 实现自选页面 + +4. **状态管理**： + - 配置Redux Toolkit + - 创建数据切片（market, analysis, risk, config, watchlist） + - 实现异步Thunk（API调用） + - 配置中间件（logger, error handling） + +5. **API服务**： + - 实现API客户端 + - 配置请求拦截器（认证, 错误处理） + - 实现数据缓存策略 + - 开发实时数据订阅 + +6. **性能优化**： + - 组件懒加载 + - 数据缓存 + - 图表性能优化 + - 代码分割 + +#### 7.3.2 后端实现步骤 +1. **项目初始化**： + - 初始化Node.js项目 + - 配置TypeScript + - 安装Express和其他依赖 + +2. **核心服务开发**： + - 实现市场数据服务 + - 开发分析服务 + - 实现风控服务 + - 开发配置服务 + - 实现自选服务 + - 开发推送服务 + +3. **API路由**： + - 配置Express路由 + - 实现API网关 + - 配置中间件（认证, 速率限制, 错误处理） + - 开发API文档 + +4. **数据库集成**： + - 配置MongoDB连接 + - 实现PostgreSQL集成 + - 配置Redis缓存 + - 实现InfluxDB连接 + +5. **AI服务集成**： + - 开发AI服务客户端 + - 实现模型调用 + - 配置模型参数 + - 开发分析算法 + +6. **外部服务集成**： + - 实现行情API调用 + - 开发新闻API集成 + - 配置推送服务 + - 实现数据采集 + +### 7.4 测试策略 + +#### 7.4.1 前端测试 +- **单元测试**： + - 工具：Jest + React Testing Library + - 测试范围：组件功能, 状态管理, 工具函数 +- **集成测试**： + - 工具：React Testing Library + MSW + - 测试范围：组件交互, API调用, 状态流转 +- **端到端测试**： + - 工具：Cypress + - 测试范围：完整用户流程, 页面导航, 表单提交 + +#### 7.4.2 后端测试 +- **单元测试**： + - 工具：Mocha + Chai + - 测试范围：服务逻辑, 工具函数, 数据处理 +- **集成测试**： + - 工具：Supertest + - 测试范围：API接口, 数据库操作, 服务集成 +- **性能测试**： + - 工具：Artillery + - 测试范围：API响应时间, 并发处理能力 + +### 7.5 性能优化 + +#### 7.5.1 前端性能优化 +- **代码优化**： + - 代码分割和懒加载 + - 减少不必要的重渲染 + - 使用React.memo和useMemo + - 优化状态管理 + +- **资源优化**： + - 图片优化和懒加载 + - 字体优化 + - 第三方库按需加载 + - 代码压缩和tree shaking + +- **数据优化**： + - 数据缓存策略 + - 分页和虚拟滚动 + - 批量API请求 + - 实时数据订阅优化 + +- **图表优化**： + - 大数据量图表使用虚拟滚动 + - 图表按需渲染 + - 减少图表重绘 + - 使用WebWorker处理复杂计算 + +#### 7.5.2 后端性能优化 +- **API优化**： + - 响应压缩 + - 请求限流 + - 批量操作 + - 缓存策略 + +- **数据库优化**： + - 索引优化 + - 查询优化 + - 连接池配置 + - 读写分离 + +- **服务优化**： + - 异步处理 + - 负载均衡 + - 微服务拆分 + - 缓存策略 + +- **AI服务优化**： + - 模型缓存 + - 批处理请求 + - GPU加速 + - 模型量化 + +### 7.6 安全实践 + +#### 7.6.1 前端安全 +- **认证与授权**： + - 使用JWT认证 + - 实现路由守卫 + - 权限控制 + +- **输入验证**： + - 客户端表单验证 + - 防止XSS攻击 + - 防止CSRF攻击 + +- **数据保护**： + - 敏感数据加密 + - 安全的本地存储 + - 防止数据泄露 + +- **网络安全**： + - HTTPS使用 + - CORS配置 + - 安全的API调用 + +#### 7.6.2 后端安全 +- **认证与授权**： + - JWT认证 + - 基于角色的访问控制 + - 密码哈希存储 + +- **输入验证**： + - 服务端参数校验 + - 防止SQL注入 + - 防止NoSQL注入 + +- **数据保护**： + - 敏感数据加密 + - 安全的数据库操作 + - 防止数据泄露 + +- **网络安全**： + - HTTPS使用 + - CORS配置 + - 安全的API设计 + - 速率限制和防DDoS + +## 8. 结论 + +本架构设计方案提供了AI期货分析系统的完整技术架构，包括前端、后端、AI服务和数据架构的详细设计。方案基于现代技术栈，采用微服务架构，支持高并发、实时数据处理和AI分析，满足系统的性能和可扩展性要求。 + +前端采用React + Ant Design技术栈，实现专业的金融界面和丰富的数据可视化功能。后端采用Node.js + Express + MongoDB/PostgreSQL/Redis技术栈，提供高性能的API服务和数据处理能力。AI服务采用Python + DeepSeek技术栈，实现智能分析和预测功能。 + +方案详细设计了数据库结构、API接口、核心流程和部署架构，为开发团队提供了明确的技术实现指南。同时，方案还包含了详细的编码规范、实现步骤、测试策略和性能优化建议，确保系统的质量和可维护性。 + +通过本架构设计方案，开发团队可以快速启动AI期货分析系统的开发，实现一个功能完整、性能优异、安全可靠的智能期货分析系统，为期货投资者提供专业的决策辅助工具。 \ No newline at end of file diff --git a/src/App.css b/src/App.css index bc083b8..112b3fd 100644 --- a/src/App.css +++ b/src/App.css @@ -62,3 +62,13 @@ h2 { margin-bottom: 16px; } } + +/* 加载容器样式 */ +.loading-container { + display: flex; + justify-content: center; + align-items: center; + height: 400px; + font-size: 18px; + color: #1890ff; +} diff --git a/src/App.jsx b/src/App.jsx index 28d34f6..f1b3e6a 100644 --- a/src/App.jsx +++ b/src/App.jsx @@ -1,13 +1,14 @@ -import React from 'react'; +import React, { Suspense, lazy } from 'react'; import { BrowserRouter as Router, Routes, Route } from 'react-router-dom'; import { Provider } from 'react-redux'; import store from './store'; import MainLayout from './components/layout/MainLayout'; -import Dashboard from './pages/dashboard/Dashboard'; -import Detail from './pages/detail/Detail'; -import RiskControl from './pages/risk-control/RiskControl'; -import Config from './pages/config/Config'; -import Watchlist from './pages/watchlist/Watchlist'; +// 使用懒加载优化性能 +const Dashboard = lazy(() => import('./pages/dashboard/Dashboard')); +const Detail = lazy(() => import('./pages/detail/Detail')); +const RiskControl = lazy(() => import('./pages/risk-control/RiskControl')); +const Config = lazy(() => import('./pages/config/Config')); +const Watchlist = lazy(() => import('./pages/watchlist/Watchlist')); import './App.css'; function App() { @@ -15,13 +16,15 @@ function App() { - - } /> - } /> - } /> - } /> - } /> - + 加载中...}> + + } /> + } /> + } /> + } /> + } /> + + diff --git a/src/pages/detail/Detail.css b/src/pages/detail/Detail.css index 5dcd455..5c41d61 100644 --- a/src/pages/detail/Detail.css +++ b/src/pages/detail/Detail.css @@ -42,11 +42,12 @@ .kline-chart { width: 100%; height: 400px; - background-color: #fafafa; border-radius: 4px; - display: flex; - justify-content: center; - align-items: center; +} + +.chart-container { + width: 100%; + height: 100%; } .chart-placeholder { diff --git a/src/pages/detail/Detail.jsx b/src/pages/detail/Detail.jsx index 7f28679..69cff6f 100644 --- a/src/pages/detail/Detail.jsx +++ b/src/pages/detail/Detail.jsx @@ -1,8 +1,9 @@ -import React, { useState, useEffect } from 'react'; +import React, { useState, useEffect, useRef } from 'react'; import { Card, Button, Row, Col, Select, Tabs, Tag, Statistic, Alert, Spin } from 'antd'; import { useParams, useNavigate } from 'react-router-dom'; import { LineChartOutlined, BarChartOutlined, AreaChartOutlined, ArrowUpOutlined, AlertOutlined, RobotOutlined, SafetyOutlined } from '@ant-design/icons'; -import { generateFutureData } from '../../utils/mockData'; +import { generateFutureData, generateKlineData } from '../../utils/mockData'; +import { createChart } from 'lightweight-charts'; import './Detail.css'; const { Option } = Select; @@ -15,6 +16,8 @@ const Detail = () => { const [loading, setLoading] = useState(true); const [currentPeriod, setCurrentPeriod] = useState('1H'); const [currentIndicator, setCurrentIndicator] = useState('MA'); + const chartRef = useRef(null); + const chartInstance = useRef(null); console.log('Detail page loaded with code:', code); @@ -27,6 +30,125 @@ const Detail = () => { }, 500); }, [code]); + // 初始化和更新K线图表 + useEffect(() => { + if (!data || !chartRef.current) return; + + // 销毁旧图表 + if (chartInstance.current) { + chartInstance.current.destroy(); + } + + // 从后端API获取K线数据 + const fetchKlineData = async () => { + try { + const response = await fetch(`http://localhost:3002/api/market/klines/${code}?period=${currentPeriod}`); + if (!response.ok) { + throw new Error('获取K线数据失败'); + } + const result = await response.json(); + return result.data; + } catch (error) { + console.error('获取K线数据失败:', error); + // 失败时使用模拟数据 + return generateKlineData(30); + } + }; + + fetchKlineData().then(klineData => { + // 创建图表 + const chart = createChart(chartRef.current, { + width: chartRef.current.clientWidth, + height: 400, + timeScale: { + timeVisible: true, + secondsVisible: false, + }, + grid: { + vertLines: { + color: 'rgba(42, 46, 57, 0.1)', + }, + horzLines: { + color: 'rgba(42, 46, 57, 0.1)', + }, + }, + }); + + // 添加K线系列 + const candlestickSeries = chart.addCandlestickSeries({ + upColor: '#52c41a', + downColor: '#ff4d4f', + borderVisible: false, + wickUpColor: '#52c41a', + wickDownColor: '#ff4d4f', + }); + + // 设置K线数据 + candlestickSeries.setData(klineData.map(item => ({ + time: new Date(item.time * 1000).toISOString().split('T')[0], + open: item.open, + high: item.high, + low: item.low, + close: item.close, + }))); + + // 根据当前指标添加相应的技术指标 + if (currentIndicator === 'MA') { + // 添加MA5 + const ma5Series = chart.addLineSeries({ + color: '#1890ff', + lineWidth: 1, + }); + // 计算MA5数据 + const ma5Data = []; + for (let i = 4; i < klineData.length; i++) { + const sum = klineData.slice(i - 4, i + 1).reduce((acc, item) => acc + item.close, 0); + ma5Data.push({ + time: new Date(klineData[i].time * 1000).toISOString().split('T')[0], + value: sum / 5, + }); + } + ma5Series.setData(ma5Data); + + // 添加MA10 + const ma10Series = chart.addLineSeries({ + color: '#faad14', + lineWidth: 1, + }); + // 计算MA10数据 + const ma10Data = []; + for (let i = 9; i < klineData.length; i++) { + const sum = klineData.slice(i - 9, i + 1).reduce((acc, item) => acc + item.close, 0); + ma10Data.push({ + time: new Date(klineData[i].time * 1000).toISOString().split('T')[0], + value: sum / 10, + }); + } + ma10Series.setData(ma10Data); + } + + // 保存图表实例 + chartInstance.current = chart; + + // 处理窗口大小变化 + const handleResize = () => { + if (chartInstance.current) { + chartInstance.current.resize(chartRef.current.clientWidth, 400); + } + }; + + window.addEventListener('resize', handleResize); + + // 清理函数 + return () => { + window.removeEventListener('resize', handleResize); + if (chartInstance.current) { + chartInstance.current.destroy(); + } + }; + }); + }, [data, currentPeriod, currentIndicator, code]); + const handleBack = () => { navigate('/'); }; @@ -124,12 +246,8 @@ const Detail = () => {
- {/* 这里将集成TradingView Lightweight Charts */} -
- -

K线图表区域

-

周期: {currentPeriod} | 指标: {currentIndicator}

-
+ {/* TradingView Lightweight Charts */} +
diff --git a/src/store/futuresSlice.js b/src/store/futuresSlice.js index 6385cb3..abe633b 100644 --- a/src/store/futuresSlice.js +++ b/src/store/futuresSlice.js @@ -1,43 +1,58 @@ import { createSlice, createAsyncThunk } from '@reduxjs/toolkit'; -import { generateFuturesOverview, generateFutureData, riskAlerts, aiMarketAnalysis } from '../utils/mockData'; -// 模拟异步获取期货概览数据 +// 后端API基础URL +const API_BASE_URL = 'http://localhost:3005/api'; + +// 异步获取期货概览数据 export const fetchFuturesOverview = createAsyncThunk( 'futures/fetchOverview', async () => { - // 模拟API请求延迟 - await new Promise(resolve => setTimeout(resolve, 500)); - return generateFuturesOverview(); + const response = await fetch(`${API_BASE_URL}/market/overview`); + if (!response.ok) { + throw new Error('获取市场概览失败'); + } + const data = await response.json(); + return data.data; } ); -// 模拟异步获取单个期货详情 +// 异步获取单个期货详情 export const fetchFutureDetail = createAsyncThunk( 'futures/fetchDetail', async ({ code, name }) => { - // 模拟API请求延迟 - await new Promise(resolve => setTimeout(resolve, 500)); - return generateFutureData(code, name); + const response = await fetch(`${API_BASE_URL}/market/detail/${code}`); + if (!response.ok) { + throw new Error('获取品种详情失败'); + } + const data = await response.json(); + return data.data; } ); -// 模拟异步获取风险预警 +// 异步获取风险预警 export const fetchRiskAlerts = createAsyncThunk( 'futures/fetchRiskAlerts', async () => { - // 模拟API请求延迟 - await new Promise(resolve => setTimeout(resolve, 300)); - return riskAlerts; + const response = await fetch(`${API_BASE_URL}/market/alerts`); + if (!response.ok) { + throw new Error('获取风险预警失败'); + } + const data = await response.json(); + return data.data; } ); -// 模拟异步获取AI市场分析 +// 异步获取AI市场分析 export const fetchAIMarketAnalysis = createAsyncThunk( 'futures/fetchAIMarketAnalysis', async () => { - // 模拟API请求延迟 - await new Promise(resolve => setTimeout(resolve, 400)); - return aiMarketAnalysis; + // 由于后端没有专门的市场分析接口，我们使用模拟数据 + return { + overallTrend: '震荡偏弱', + keyFactors: ['原油价格波动', '宏观经济数据', '政策面变化'], + recommendations: ['控制仓位', '关注原油走势', '做好止损'], + confidence: 75 + }; } );