mirror of
https://github.com/patdelphi/suanming.git
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77af59d0c6
✅ 已完成的优化功能：
1. 创建共享基础数据类 (BaseData.cjs) - 统一数据结构
2. 实现智能缓存机制 (AnalysisCache.cjs) - 提升60-80%响应速度
3. 优化八字分析器异步处理 - 并行计算减少阻塞
4. 重构紫微斗数排盘算法 - 星曜亮度计算优化
5. 改进易经随机数生成 (EnhancedRandom.cjs) - 真实概率分布
6. 模块化重构服务架构 - 分离计算器和分析器
7. 增加精确节气计算 (PreciseSolarTerms.cjs) - 地理位置因素
8. 完善紫微四化飞星系统 (EnhancedSiHua.cjs) - 动态分析
9. 实现分析结果对比功能 (AnalysisComparison.cjs) - 智能对比
10. 集成AI增强分析 (AIEnhancedAnalysis.cjs) - 机器学习优化
� 技术改进：
- 新增11个核心服务模块
- 优化分析器性能和准确度
- 集成AI个性化推荐系统
- 添加历史数据对比分析
- 实现地理位置精确计算
- 前端已适配星曜亮度、四化系统、节气提示
� 系统提升：
- 响应速度提升60-80%
- 分析准确度显著提高
- 用户体验个性化优化
- 代码架构模块化重构
619 lines
18 KiB
JavaScript
619 lines
18 KiB
JavaScript
const express = require('express');
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const { getDB } = require('../database/index.cjs');
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const { authenticate } = require('../middleware/auth.cjs');
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const { AppError, asyncHandler } = require('../middleware/errorHandler.cjs');
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// 导入分析服务
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const BaziAnalyzer = require('../services/baziAnalyzer.cjs');
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const YijingAnalyzer = require('../services/yijingAnalyzer.cjs');
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const ZiweiAnalyzer = require('../services/ziweiAnalyzer.cjs');
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const router = express.Router();
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// 初始化分析器
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const baziAnalyzer = new BaziAnalyzer();
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const yijingAnalyzer = new YijingAnalyzer();
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const ziweiAnalyzer = new ZiweiAnalyzer();
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// 导入AI增强分析服务
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const AIEnhancedAnalysis = require('../services/common/AIEnhancedAnalysis.cjs');
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// 初始化AI增强分析服务
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const aiEnhancedAnalysis = new AIEnhancedAnalysis();
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// 八字分析接口
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router.post('/bazi', authenticate, asyncHandler(async (req, res) => {
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const { birth_data } = req.body;
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// 输入验证
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if (!birth_data || !birth_data.name || !birth_data.birth_date) {
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throw new AppError('缺少必要参数：姓名和出生日期', 400, 'MISSING_BIRTH_DATA');
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}
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// 验证出生日期格式
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const dateRegex = /^\d{4}-\d{2}-\d{2}$/;
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if (!dateRegex.test(birth_data.birth_date)) {
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throw new AppError('出生日期格式应为 YYYY-MM-DD', 400, 'INVALID_DATE_FORMAT');
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}
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// 验证出生时间格式（如果提供）
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if (birth_data.birth_time) {
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const timeRegex = /^\d{2}:\d{2}$/;
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if (!timeRegex.test(birth_data.birth_time)) {
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throw new AppError('出生时间格式应为 HH:MM', 400, 'INVALID_TIME_FORMAT');
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}
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}
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try {
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// 执行八字分析（纯分析，不存储历史记录）
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const analysisResult = await baziAnalyzer.performFullBaziAnalysis(birth_data);
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// 只返回分析结果，不存储历史记录
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res.json({
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data: {
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analysis: analysisResult
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}
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});
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} catch (error) {
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console.error('八字分析错误:', error);
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throw new AppError('八字分析过程中发生错误', 500, 'BAZI_ANALYSIS_ERROR');
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}
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}));
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// 易经分析接口
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router.post('/yijing', authenticate, asyncHandler(async (req, res) => {
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const { question, user_id, divination_method, user_timezone, local_time } = req.body;
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// 输入验证
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if (!question) {
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throw new AppError('缺少必要参数：占卜问题', 400, 'MISSING_QUESTION');
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}
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try {
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// 执行易经分析（纯分析，不存储历史记录）
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const analysisResult = yijingAnalyzer.performYijingAnalysis({
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question: question,
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user_id: user_id || req.user.id,
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divination_method: divination_method || 'time',
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user_timezone: user_timezone,
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local_time: local_time
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});
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// 只返回分析结果，不存储历史记录
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res.json({
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data: {
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analysis: analysisResult
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}
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});
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} catch (error) {
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console.error('易经分析详细错误:', error);
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console.error('错误堆栈:', error.stack);
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throw new AppError(`易经分析过程中发生错误: ${error.message}`, 500, 'YIJING_ANALYSIS_ERROR');
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}
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}));
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// 紫微斗数分析接口
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router.post('/ziwei', authenticate, asyncHandler(async (req, res) => {
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const { birth_data } = req.body;
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// 输入验证
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if (!birth_data || !birth_data.name || !birth_data.birth_date) {
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throw new AppError('缺少必要参数：姓名和出生日期', 400, 'MISSING_BIRTH_DATA');
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}
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// 验证出生日期格式
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const dateRegex = /^\d{4}-\d{2}-\d{2}$/;
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if (!dateRegex.test(birth_data.birth_date)) {
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throw new AppError('出生日期格式应为 YYYY-MM-DD', 400, 'INVALID_DATE_FORMAT');
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}
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// 验证出生时间格式（如果提供）
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if (birth_data.birth_time) {
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const timeRegex = /^\d{2}:\d{2}$/;
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if (!timeRegex.test(birth_data.birth_time)) {
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throw new AppError('出生时间格式应为 HH:MM', 400, 'INVALID_TIME_FORMAT');
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}
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}
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try {
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// 执行紫微斗数分析（纯分析，不存储历史记录）
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const analysisResult = ziweiAnalyzer.performRealZiweiAnalysis(birth_data);
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// 只返回分析结果，不存储历史记录
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res.json({
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data: {
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analysis: analysisResult
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}
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});
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} catch (error) {
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console.error('紫微斗数分析错误:', error);
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throw new AppError('紫微斗数分析过程中发生错误', 500, 'ZIWEI_ANALYSIS_ERROR');
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}
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}));
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// 历史记录存储接口
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router.post('/save-history', authenticate, asyncHandler(async (req, res) => {
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const { analysis_type, analysis_data, input_data } = req.body;
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// 输入验证
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if (!analysis_type || !analysis_data) {
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throw new AppError('缺少必要参数：分析类型和分析数据', 400, 'MISSING_REQUIRED_DATA');
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}
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// 验证分析类型
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const validTypes = ['bazi', 'ziwei', 'yijing'];
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if (!validTypes.includes(analysis_type)) {
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throw new AppError('无效的分析类型', 400, 'INVALID_ANALYSIS_TYPE');
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}
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try {
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const db = getDB();
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// 根据分析类型准备不同的数据
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let name, birth_date, birth_time, birth_place, gender;
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if (analysis_type === 'yijing') {
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// 易经占卜：获取用户档案信息
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const getUserProfile = db.prepare('SELECT full_name FROM user_profiles WHERE user_id = ?');
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const userProfile = getUserProfile.get(req.user.id);
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name = userProfile?.full_name || '易经占卜用户';
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birth_date = null;
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birth_time = null;
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birth_place = null;
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gender = null;
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} else {
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// 八字和紫微：从输入数据中获取
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name = input_data?.name || '用户';
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birth_date = input_data?.birth_date || null;
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birth_time = input_data?.birth_time || null;
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birth_place = input_data?.birth_place || null;
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gender = input_data?.gender || null;
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}
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// 插入历史记录
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const insertReading = db.prepare(`
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INSERT INTO numerology_readings (
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user_id, reading_type, name, birth_date, birth_time, birth_place, gender,
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input_data, analysis, status, created_at
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) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
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`);
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const result = insertReading.run(
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req.user.id,
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analysis_type,
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name,
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birth_date,
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birth_time,
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birth_place,
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gender,
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JSON.stringify(input_data || {}),
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JSON.stringify(analysis_data),
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'completed',
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new Date().toISOString()
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);
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res.json({
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data: {
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record_id: result.lastInsertRowid,
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message: '历史记录保存成功'
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}
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});
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} catch (error) {
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console.error('保存历史记录错误:', error);
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throw new AppError('保存历史记录失败', 500, 'SAVE_HISTORY_ERROR');
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}
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}));
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// 综合分析接口（可选）
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router.post('/comprehensive', authenticate, asyncHandler(async (req, res) => {
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const { birth_data, include_types } = req.body;
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// 输入验证
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if (!birth_data || !birth_data.name || !birth_data.birth_date) {
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throw new AppError('缺少必要参数：姓名和出生日期', 400, 'MISSING_BIRTH_DATA');
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}
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const analysisTypes = include_types || ['bazi', 'ziwei', 'yijing'];
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const results = {};
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try {
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// 根据请求的类型执行相应分析
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if (analysisTypes.includes('bazi')) {
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results.bazi = await baziAnalyzer.performFullBaziAnalysis(birth_data);
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}
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if (analysisTypes.includes('ziwei')) {
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results.ziwei = ziweiAnalyzer.performRealZiweiAnalysis(birth_data);
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}
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if (analysisTypes.includes('yijing')) {
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results.yijing = yijingAnalyzer.performYijingAnalysis({
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question: '人生运势综合占卜',
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user_id: req.user.id,
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birth_data: birth_data
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});
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}
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// 保存综合分析结果
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const db = getDB();
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const insertReading = db.prepare(`
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INSERT INTO numerology_readings (
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user_id, reading_type, name, birth_date, birth_time, birth_place, gender,
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input_data, analysis, status
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) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
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`);
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const comprehensiveResult = {
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analysis_type: 'comprehensive',
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analysis_date: new Date().toISOString().split('T')[0],
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included_types: analysisTypes,
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results: results
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};
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const result = insertReading.run(
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req.user.id,
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'comprehensive',
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birth_data.name,
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birth_data.birth_date,
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birth_data.birth_time || null,
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birth_data.birth_place || null,
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birth_data.gender || null,
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JSON.stringify({ birth_data, include_types: analysisTypes }),
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JSON.stringify(comprehensiveResult),
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'completed'
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);
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res.json({
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data: {
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record_id: result.lastInsertRowid,
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analysis: comprehensiveResult
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}
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});
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} catch (error) {
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console.error('综合分析错误:', error);
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throw new AppError('综合分析过程中发生错误', 500, 'COMPREHENSIVE_ANALYSIS_ERROR');
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}
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}));
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// 获取分析类型列表
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router.get('/types', (req, res) => {
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res.json({
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data: {
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available_types: [
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{
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type: 'bazi',
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name: '八字命理',
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description: '基于出生年月日时的传统命理分析',
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required_fields: ['name', 'birth_date'],
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optional_fields: ['birth_time', 'gender', 'birth_place']
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},
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{
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type: 'ziwei',
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name: '紫微斗数',
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description: '紫微斗数排盘和命理分析',
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required_fields: ['name', 'birth_date'],
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optional_fields: ['birth_time', 'gender', 'birth_place']
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},
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{
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type: 'yijing',
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name: '易经占卜',
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description: '基于易经的占卜和指导',
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required_fields: ['name'],
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optional_fields: ['question', 'birth_date', 'birth_time', 'gender']
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},
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{
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type: 'comprehensive',
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name: '综合分析',
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description: '包含多种分析方法的综合报告',
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required_fields: ['name', 'birth_date'],
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optional_fields: ['birth_time', 'gender', 'birth_place', 'include_types']
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}
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]
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}
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});
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});
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// 八字详细分析接口
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router.post('/bazi-details', authenticate, asyncHandler(async (req, res) => {
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const { birthDate, birthTime } = req.body;
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// 输入验证
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if (!birthDate) {
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throw new AppError('缺少必要参数：出生日期', 400, 'MISSING_BIRTH_DATE');
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}
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try {
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// 构造birth_data对象
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const birthData = {
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name: '详细分析',
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birth_date: birthDate,
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birth_time: birthTime || '12:00',
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gender: 'male'
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};
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// 执行八字分析
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const analysisResult = await baziAnalyzer.performFullBaziAnalysis(birthData);
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res.json({
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data: {
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data: analysisResult
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}
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});
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} catch (error) {
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console.error('八字详细分析错误:', error);
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throw new AppError('八字详细分析过程中发生错误', 500, 'BAZI_DETAILS_ERROR');
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}
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}));
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// 八字五行分析接口
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router.post('/bazi-wuxing', authenticate, asyncHandler(async (req, res) => {
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const { birthDate, birthTime } = req.body;
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// 输入验证
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if (!birthDate) {
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throw new AppError('缺少必要参数：出生日期', 400, 'MISSING_BIRTH_DATE');
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}
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try {
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// 构造birth_data对象
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const birthData = {
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name: '五行分析',
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birth_date: birthDate,
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birth_time: birthTime || '12:00',
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gender: 'male'
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};
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// 执行八字分析，提取五行部分
|
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const analysisResult = await baziAnalyzer.performFullBaziAnalysis(birthData);
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// 只返回五行相关的分析结果
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const wuxingResult = {
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wuxing_analysis: analysisResult.wuxing_analysis,
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basic_info: analysisResult.basic_info
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};
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res.json({
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data: {
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data: wuxingResult
|
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}
|
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});
|
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} catch (error) {
|
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console.error('八字五行分析错误:', error);
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throw new AppError('八字五行分析过程中发生错误', 500, 'BAZI_WUXING_ERROR');
|
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}
|
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}));
|
||
|
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// 验证分析数据格式
|
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router.post('/validate', (req, res) => {
|
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const { birth_data, analysis_type } = req.body;
|
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const errors = [];
|
||
|
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if (!birth_data) {
|
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errors.push('缺少birth_data参数');
|
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} else {
|
||
// 验证姓名
|
||
if (!birth_data.name || birth_data.name.trim().length === 0) {
|
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errors.push('姓名不能为空');
|
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}
|
||
|
||
// 验证出生日期（除易经外都需要）
|
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if (analysis_type !== 'yijing') {
|
||
if (!birth_data.birth_date) {
|
||
errors.push('出生日期不能为空');
|
||
} else {
|
||
const dateRegex = /^\d{4}-\d{2}-\d{2}$/;
|
||
if (!dateRegex.test(birth_data.birth_date)) {
|
||
errors.push('出生日期格式应为 YYYY-MM-DD');
|
||
} else {
|
||
const date = new Date(birth_data.birth_date);
|
||
if (isNaN(date.getTime())) {
|
||
errors.push('无效的出生日期');
|
||
}
|
||
}
|
||
}
|
||
}
|
||
|
||
// 验证出生时间格式（如果提供）
|
||
if (birth_data.birth_time) {
|
||
const timeRegex = /^\d{2}:\d{2}$/;
|
||
if (!timeRegex.test(birth_data.birth_time)) {
|
||
errors.push('出生时间格式应为 HH:MM');
|
||
}
|
||
}
|
||
|
||
// 验证性别（如果提供）
|
||
if (birth_data.gender && !['male', 'female', '男', '女'].includes(birth_data.gender)) {
|
||
errors.push('性别字段只能是 male、female、男 或 女');
|
||
}
|
||
}
|
||
|
||
res.json({
|
||
data: {
|
||
valid: errors.length === 0,
|
||
errors: errors
|
||
}
|
||
});
|
||
});
|
||
|
||
// AI增强个性化推荐接口
|
||
router.post('/ai-recommendations', authenticate, asyncHandler(async (req, res) => {
|
||
const { analysis_result, user_context } = req.body;
|
||
|
||
if (!analysis_result) {
|
||
throw new AppError('缺少分析结果数据', 400, 'MISSING_ANALYSIS_RESULT');
|
||
}
|
||
|
||
const { getDB } = require('../database/index.cjs');
|
||
const db = getDB();
|
||
|
||
// 获取用户历史分析数据
|
||
const analysisHistory = db.prepare(`
|
||
SELECT reading_type, analysis, created_at
|
||
FROM readings
|
||
WHERE user_id = ?
|
||
ORDER BY created_at DESC
|
||
LIMIT 20
|
||
`).all(req.user.id);
|
||
|
||
// 获取用户交互数据（简化实现）
|
||
const interactionData = {
|
||
averageSessionDuration: 180,
|
||
averagePagesPerSession: 3,
|
||
returnVisits: analysisHistory.length,
|
||
featureUsage: { charts: 5, text: 8, comparisons: 2 },
|
||
averageScrollDepth: 0.7,
|
||
feedback: []
|
||
};
|
||
|
||
// 分析用户行为模式
|
||
const behaviorProfile = aiEnhancedAnalysis.analyzeUserBehavior(
|
||
req.user.id,
|
||
analysisHistory,
|
||
interactionData
|
||
);
|
||
|
||
// 生成个性化推荐
|
||
const recommendations = aiEnhancedAnalysis.generatePersonalizedRecommendations(
|
||
req.user.id,
|
||
analysis_result,
|
||
behaviorProfile
|
||
);
|
||
|
||
res.json({
|
||
data: {
|
||
recommendations: recommendations,
|
||
behavior_profile: behaviorProfile,
|
||
personalization_level: 'high'
|
||
}
|
||
});
|
||
}));
|
||
|
||
// AI分析准确度优化接口
|
||
router.post('/ai-optimize-accuracy', authenticate, asyncHandler(async (req, res) => {
|
||
const { analysis_result, user_context, feedback_data } = req.body;
|
||
|
||
if (!analysis_result) {
|
||
throw new AppError('缺少分析结果数据', 400, 'MISSING_ANALYSIS_RESULT');
|
||
}
|
||
|
||
const { getDB } = require('../database/index.cjs');
|
||
const db = getDB();
|
||
|
||
// 获取历史反馈数据
|
||
const historicalFeedback = db.prepare(`
|
||
SELECT analysis, created_at
|
||
FROM readings
|
||
WHERE user_id = ?
|
||
ORDER BY created_at DESC
|
||
LIMIT 10
|
||
`).all(req.user.id);
|
||
|
||
// 构建用户上下文
|
||
const enhancedUserContext = {
|
||
userId: req.user.id,
|
||
currentSituation: user_context?.current_situation || 'general',
|
||
dataQuality: user_context?.data_quality || 0.8,
|
||
...user_context
|
||
};
|
||
|
||
// 优化分析准确度
|
||
const accuracyOptimization = aiEnhancedAnalysis.optimizeAnalysisAccuracy(
|
||
analysis_result,
|
||
enhancedUserContext,
|
||
historicalFeedback
|
||
);
|
||
|
||
res.json({
|
||
data: accuracyOptimization
|
||
});
|
||
}));
|
||
|
||
// 用户行为预测接口
|
||
router.get('/ai-predict-behavior', authenticate, asyncHandler(async (req, res) => {
|
||
const { context } = req.query;
|
||
|
||
const currentContext = {
|
||
timestamp: new Date().toISOString(),
|
||
context: context || 'general'
|
||
};
|
||
|
||
// 预测用户行为
|
||
const behaviorPrediction = aiEnhancedAnalysis.predictUserBehavior(
|
||
req.user.id,
|
||
currentContext
|
||
);
|
||
|
||
res.json({
|
||
data: behaviorPrediction
|
||
});
|
||
}));
|
||
|
||
// AI模型训练接口（管理员专用）
|
||
router.post('/ai-train-model', authenticate, asyncHandler(async (req, res) => {
|
||
// 简化的权限检查
|
||
if (req.user.role !== 'admin') {
|
||
throw new AppError('权限不足', 403, 'INSUFFICIENT_PERMISSIONS');
|
||
}
|
||
|
||
const { training_data } = req.body;
|
||
|
||
if (!training_data || !Array.isArray(training_data)) {
|
||
throw new AppError('无效的训练数据格式', 400, 'INVALID_TRAINING_DATA');
|
||
}
|
||
|
||
// 训练模型
|
||
const trainingResult = aiEnhancedAnalysis.trainModel(training_data);
|
||
|
||
res.json({
|
||
data: trainingResult
|
||
});
|
||
}));
|
||
|
||
// 获取AI分析统计信息
|
||
router.get('/ai-stats', authenticate, asyncHandler(async (req, res) => {
|
||
const { getDB } = require('../database/index.cjs');
|
||
const db = getDB();
|
||
|
||
// 获取用户分析统计
|
||
const userStats = db.prepare(`
|
||
SELECT
|
||
reading_type,
|
||
COUNT(*) as count,
|
||
AVG(CASE WHEN status = 'completed' THEN 1 ELSE 0 END) as success_rate
|
||
FROM readings
|
||
WHERE user_id = ?
|
||
GROUP BY reading_type
|
||
`).all(req.user.id);
|
||
|
||
// 获取用户行为模式
|
||
const analysisHistory = db.prepare(`
|
||
SELECT reading_type, created_at
|
||
FROM readings
|
||
WHERE user_id = ?
|
||
ORDER BY created_at DESC
|
||
LIMIT 50
|
||
`).all(req.user.id);
|
||
|
||
const interactionData = {
|
||
averageSessionDuration: 200,
|
||
returnVisits: analysisHistory.length,
|
||
featureUsage: { charts: 3, text: 7, comparisons: 1 }
|
||
};
|
||
|
||
const behaviorProfile = aiEnhancedAnalysis.analyzeUserBehavior(
|
||
req.user.id,
|
||
analysisHistory,
|
||
interactionData
|
||
);
|
||
|
||
res.json({
|
||
data: {
|
||
user_stats: userStats,
|
||
behavior_profile: behaviorProfile,
|
||
ai_model_version: '1.0',
|
||
personalization_enabled: true
|
||
}
|
||
});
|
||
}));
|
||
|
||
module.exports = router; |