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package com.dsideal.base.AI.Model;
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import cn.hutool.json.JSONUtil;
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import com.dsideal.base.AI.Generator.HtmlGenerator;
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import com.dsideal.base.AI.Generator.PptGenerator;
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import com.dsideal.base.AI.Generator.WordGenerator;
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import com.dsideal.base.DataEase.Model.DataEaseModel;
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import com.dsideal.base.Util.CallDeepSeek;
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import com.dsideal.base.Util.PptAIKit;
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import com.jfinal.plugin.activerecord.Db;
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import com.jfinal.plugin.activerecord.Record;
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import java.text.SimpleDateFormat;
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import java.util.Date;
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import java.util.List;
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public class YunNanModel {
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/**
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* 收集指定地区的教育资源配置数据
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*
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* @param regions 要对比的地区数组
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* @return 格式化的数据内容
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*/
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public String collectEducationData(String[] regions) {
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// 查询教育资源配置发展预测相关表
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String sql = "SELECT TABLE_NAME FROM INFORMATION_SCHEMA.TABLES WHERE TABLE_SCHEMA = 'dataease' AND TABLE_NAME LIKE 'excel_报告-教育资源配置发展预测%';";
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List<com.jfinal.plugin.activerecord.Record> tableList = Db.find(sql);
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StringBuilder dataContent = new StringBuilder();
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// 构建数据标题
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dataContent.append("教育资源配置发展预测数据对比分析\n\n");
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dataContent.append("对比州市：").append(String.join(" vs ", regions)).append("\n\n");
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// 遍历所有相关数据表
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for (com.jfinal.plugin.activerecord.Record record : tableList) {
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String tableName = record.getStr("TABLE_NAME");
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dataContent.append("数据表：").append(tableName).append("\n");
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// 为每个地区收集数据
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for (String region : regions) {
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sql = "select * from `" + tableName + "` where `行政区划`=?";
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List<com.jfinal.plugin.activerecord.Record> listContent = Db.use(DataEaseModel.DB_NAME).find(sql, region);
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if (!listContent.isEmpty()) {
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dataContent.append("\n").append(region).append("数据：\n");
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for (Record dataRecord : listContent) {
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dataContent.append(JSONUtil.toJsonPrettyStr(dataRecord.getColumns())).append("\n");
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}
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} else {
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dataContent.append("\n").append(region).append("：无相关数据\n");
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}
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}
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dataContent.append("\n----------------------------------------\n\n");
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}
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return dataContent.toString();
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}
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/**
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* 创建分析提示词
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*
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* @param dataContent 数据内容
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* @param regions 对比地区
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* @return 分析提示词
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*/
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public String createAnalysisPrompt(String dataContent, String[] regions) {
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String regionNames = String.join("和", regions);
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return "你是一位专业的教育数据分析专家，请基于以下数据对" + regionNames + "的教育资源配置情况进行深入对比分析。\n\n" +
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"重要要求：请生成结构化的纯文本格式报告，使用清晰的段落结构，不要使用markdown语法。\n\n" +
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"请按照以下结构进行分析并生成专业的分析报告：\n\n" +
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"1. 执行摘要\n" +
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" 简要概述两州教育资源配置的整体情况和主要发现\n\n" +
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"2. 数据概览\n" +
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" 两州基本教育数据对比和关键指标汇总\n\n" +
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"3. 详细对比分析\n" +
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" 教育资源配置水平对比、发展趋势分析、优势与不足分析\n\n" +
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"4. 问题识别\n" +
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" 存在的主要问题和资源配置不均衡情况\n\n" +
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"5. 建议与对策\n" +
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" 针对性改进建议和资源优化配置方案\n\n" +
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"6. 结论\n" +
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" 总体评价和未来发展方向\n\n" +
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"请确保分析客观、专业，数据引用准确，建议具有可操作性。\n\n" +
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"=== 原始数据 ===\n" + dataContent;
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}
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/**
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* 生成Word报告
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*/
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public void generateWordReport(String analysisPrompt, String[] regions) {
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// 生成输出文件名（不包含路径）
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String timestamp = new SimpleDateFormat("yyyyMMdd_HHmmss").format(new Date());
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// 构建区域名称
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String regionName = String.join("与", regions);
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// 调用DeepSeek进行分析
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CallDeepSeek.callDeepSeekStream(analysisPrompt, new CallDeepSeek.SSEListener() {
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private StringBuilder fullResponse = new StringBuilder();
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@Override
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public void onData(String data) {
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System.out.print(data);
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System.out.flush();
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fullResponse.append(data);
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}
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@Override
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public void onComplete(String response) {
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System.out.println("\n\n=== Word文档分析完成 ===");
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try {
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// 使用完整的分析结果
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String analysisResult = fullResponse.toString();
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// 生成Word文档
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String wordOutputPath = "D:\\dsWork\\YunNanDsBase\\WebRoot\\upload\\" + regionName + "_教育分析报告_" + timestamp + ".docx";
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String wordFilePath = WordGenerator.generateWordDocument(analysisResult, wordOutputPath, regions);
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if (wordFilePath != null) {
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System.out.println("Word文档生成完成: " + wordFilePath);
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}
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// 生成HTML报告
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String htmlOutputPath = "D:\\dsWork\\YunNanDsBase\\WebRoot\\upload\\" + regionName + "_教育分析报告_" + timestamp + ".html";
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String htmlFilePath = HtmlGenerator.generateHtmlReport(analysisResult, htmlOutputPath, regionName);
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if (htmlFilePath != null) {
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System.out.println("HTML报告生成完成: " + htmlFilePath);
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}
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// 生成PPT
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String token = PptAIKit.createApiToken("dsideal", 1000);
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String pptFilePath = PptGenerator.generatePptPresentation(analysisResult, regions, token);
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if (pptFilePath != null) {
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System.out.println("PPT演示文稿生成完成: " + pptFilePath);
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}
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} catch (Exception e) {
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System.err.println("保存文件时出错: " + e.getMessage());
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e.printStackTrace();
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}
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}
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@Override
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public void onError(String error) {
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System.err.println("DeepSeek分析出错: " + error);
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}
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});
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}
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}
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