基于springboot校园台球厅人员与设备管理系统源码和论文

news/2024/7/24 2:27:36 标签: spring boot, 后端, java

在Internet高速发展的今天,我们生活的各个领域都涉及到计算机的应用,其中包括校园台球厅人员与设备管理系统的网络应用,在外国管理系统已经是很普遍的方式,不过国内的管理网站可能还处于起步阶段。校园台球厅人员与设备管理系统具有校园台球厅人员与设备信息管理功能的选择。校园台球厅人员与设备管理系统采用java技术,基于springboot框架,mysql数据库进行开发,实现了首页、个人中心、用户管理、会员账号管理、会员充值管理、球桌信息管理、会员预约管理、普通预约管理、留言反馈、系统管理等内容进行管理,本系统具有良好的兼容性和适应性,为用户提供更多的校园台球厅人员与设备信息,也提供了良好的平台,从而提高系统的核心竞争力。

本文首先介绍了设计的背景与研究目的,其次介绍系统相关技术,重点叙述了系统功能分析以及详细设计,最后总结了系统的开发心得。

基于springboot校园台球厅人员与设备管理系统源码和论文339

关键词:java技术;校园台球厅人员与设备管理系统;mysql

演示视频:

基于springboot校园台球厅人员与设备管理系统源码和论文


Abstract

In the rapid development of the Internet today, all areas of our life are involved in the application of computers, including campus billiard hall personnel and equipment management system network application, in foreign management system has been a very common way, but the domestic management website may still be in its infancy. Campus billiard hall personnel and equipment management system has the choice of campus billiard hall personnel and equipment information management function. School table tennis hall staff and equipment management system using Java technology, based on springboot framework, mysql database development, realize the home page, personal center, user management, member account management, credit management, table information management, member management, regular booking, booking message feedback management, system management, and other content, The system has good compatibility and adaptability, provides users with more information of campus billiard hall personnel and equipment, also provides a good platform, so as to improve the core competitiveness of the system.

This paper first introduces the design background and research purpose, then introduces the system related technology, focuses on the system function analysis and detailed design, and finally summarizes the development experience of the system.

Key words: Java technology; Campus billiard hall personnel and equipment management system; mysql

package com.controller;

import java.io.*;
import java.sql.Connection;
import java.sql.DriverManager;
import java.sql.SQLException;
import java.text.SimpleDateFormat;
import java.util.*;

import javax.servlet.http.HttpServletRequest;

import com.alibaba.fastjson.JSON;
import com.utils.StringUtil;
import org.apache.commons.lang3.StringUtils;
import org.json.JSONObject;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.util.ResourceUtils;
import org.springframework.web.bind.annotation.PathVariable;
import org.springframework.web.bind.annotation.RequestBody;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RequestParam;
import org.springframework.web.bind.annotation.RestController;

import com.annotation.IgnoreAuth;
import com.baidu.aip.face.AipFace;
import com.baidu.aip.face.MatchRequest;
import com.baidu.aip.util.Base64Util;
import com.baomidou.mybatisplus.mapper.EntityWrapper;
import com.baomidou.mybatisplus.mapper.Wrapper;
import com.entity.ConfigEntity;
import com.service.CommonService;
import com.service.ConfigService;
import com.utils.BaiduUtil;
import com.utils.FileUtil;
import com.utils.R;

/**
 * 通用接口
 */
@RestController
public class CommonController {
    private static final Logger logger = LoggerFactory.getLogger(CommonController.class);
    @Autowired
    private CommonService commonService;


    /**
     * Java代码实现MySQL数据库导出
     *
     * @param mysqlUrl     MySQL安装路径
     * @param hostIP       MySQL数据库所在服务器地址IP
     * @param userName     进入数据库所需要的用户名
     * @param hostPort     数据库端口
     * @param password     进入数据库所需要的密码
     * @param savePath     数据库文件保存路径
     * @param fileName     数据库导出文件文件名
     * @param databaseName 要导出的数据库名
     * @return 返回true表示导出成功,否则返回false。
     */
    @IgnoreAuth
    @RequestMapping("/beifen")
    public R beifen(String mysqlUrl, String hostIP, String userName, String hostPort, String password, String savePath, String fileName, String databaseName) {
        File saveFile = new File(savePath);
        if (!saveFile.exists()) {// 如果目录不存在 
            saveFile.mkdirs();// 创建文件夹 
        }
        if (!savePath.endsWith(File.separator)) {
            savePath = savePath + File.separator;
        }
        PrintWriter printWriter = null;
        BufferedReader bufferedReader = null;
        try {
            Runtime runtime = Runtime.getRuntime();
            String cmd = mysqlUrl + "mysqldump -h" + hostIP + " -u" + userName + " -P" + hostPort + " -p" + password + " " + databaseName;
            runtime.exec(cmd);
            Process process = runtime.exec(cmd);
            InputStreamReader inputStreamReader = new InputStreamReader(process.getInputStream(), "utf8");
            bufferedReader = new BufferedReader(inputStreamReader);
            printWriter = new PrintWriter(new OutputStreamWriter(new FileOutputStream(savePath + fileName), "utf8"));
            String line;
            while ((line = bufferedReader.readLine()) != null) {
                printWriter.println(line);
            }
            printWriter.flush();
        } catch (Exception e) {
            e.printStackTrace();
            return R.error("备份数据出错");
        } finally {
            try {
                if (bufferedReader != null) {
                    bufferedReader.close();
                }
                if (printWriter != null) {
                    printWriter.close();
                }
            } catch (Exception e) {
                e.printStackTrace();
            }
        }
        return R.ok();
    }

    /**
     * Java实现MySQL数据库导入
     *
     * @param mysqlUrl     MySQL安装路径
     * @param hostIP       MySQL数据库所在服务器地址IP
     * @param userName     进入数据库所需要的用户名
     * @param hostPort     数据库端口
     * @param password     进入数据库所需要的密码
     * @param savePath     数据库文件保存路径
     * @param fileName     数据库导出文件文件名
     * @param databaseName 要导出的数据库名
     */
    @IgnoreAuth
    @RequestMapping("/huanyuan")
    public R huanyuan(String mysqlUrl, String hostIP, String userName, String hostPort, String password, String savePath, String fileName, String databaseName) {
        try {
            Runtime rt = Runtime.getRuntime();
            Process child1 = rt.exec(mysqlUrl+"mysql.exe  -h" + hostIP + " -u" + userName + " -P" + hostPort + " -p" + password + " " + databaseName);
            OutputStream out = child1.getOutputStream();//控制台的输入信息作为输出流
            String inStr;
            StringBuffer sb = new StringBuffer("");
            String outStr;
            BufferedReader br = new BufferedReader(new InputStreamReader(new FileInputStream(savePath+"/"+fileName), "utf-8"));
            while ((inStr = br.readLine()) != null) {
                sb.append(inStr + "\r\n");
            }
            outStr = sb.toString();
            OutputStreamWriter writer = new OutputStreamWriter(out, "utf8");
            writer.write(outStr);
// 注:这里如果用缓冲方式写入文件的话,会导致中文乱码,用flush()方法则可以避免
            writer.flush();
            out.close();
            br.close();
            writer.close();
        } catch (Exception e) {
            e.printStackTrace();
            return R.error("数据导入出错");
        }
        return R.ok();
    }


    /**
     * 饼状图求和
     * @return
     */
    @RequestMapping("/pieSum")
    public R pieSum(@RequestParam Map<String,Object> params) {
        logger.debug("饼状图求和:,,Controller:{},,params:{}",this.getClass().getName(),params);
        List<Map<String, Object>> result = commonService.pieSum(params);
        return R.ok().put("data", result);
    }

    /**
     * 饼状图统计
     * @return
     */
    @RequestMapping("/pieCount")
    public R pieCount(@RequestParam Map<String,Object> params) {
        logger.debug("饼状图统计:,,Controller:{},,params:{}",this.getClass().getName(),params);
        List<Map<String, Object>> result = commonService.pieCount(params);
        return R.ok().put("data", result);
    }

    /**
     * 柱状图求和单列
     * @return
     */
    @RequestMapping("/barSumOne")
    public R barSumOne(@RequestParam Map<String,Object> params) {
        logger.debug("柱状图求和单列:,,Controller:{},,params:{}",this.getClass().getName(),params);
        List<Map<String, Object>> result = commonService.barSumOne(params);

        List<String> xAxis = new ArrayList<>();//报表x轴
        List<List<String>> yAxis = new ArrayList<>();//y轴
        List<String> legend = new ArrayList<>();//标题
        List<String> yAxis0 = new ArrayList<>();
        yAxis.add(yAxis0);
        legend.add("");
        for(Map<String, Object> map :result){
            String oneValue = String.valueOf(map.get("name"));
            String value = String.valueOf(map.get("value"));
            xAxis.add(oneValue);
            yAxis0.add(value);
        }
        Map<String, Object> resultMap = new HashMap<>();
        resultMap.put("xAxis",xAxis);
        resultMap.put("yAxis",yAxis);
        resultMap.put("legend",legend);
        return R.ok().put("data", resultMap);
    }
    /**
     * 柱状图统计单列
     * @return
     */
    @RequestMapping("/barCountOne")
    public R barCountOne(@RequestParam Map<String,Object> params) {
        logger.debug("柱状图统计单列:,,Controller:{},,params:{}",this.getClass().getName(),params);
        List<Map<String, Object>> result = commonService.barCountOne(params);

        List<String> xAxis = new ArrayList<>();//报表x轴
        List<List<String>> yAxis = new ArrayList<>();//y轴
        List<String> legend = new ArrayList<>();//标题

        List<String> yAxis0 = new ArrayList<>();
        yAxis.add(yAxis0);
        legend.add("");
        for(Map<String, Object> map :result){
            String oneValue = String.valueOf(map.get("name"));
            String value = String.valueOf(map.get("value"));
            xAxis.add(oneValue);
            yAxis0.add(value);
        }
        Map<String, Object> resultMap = new HashMap<>();
        resultMap.put("xAxis",xAxis);
        resultMap.put("yAxis",yAxis);
        resultMap.put("legend",legend);
        return R.ok().put("data", resultMap);
    }

    /**
     * 柱状图统计双列
     * @return
     */
    @RequestMapping("/barSumTwo")
    public R barSumTwo(@RequestParam Map<String,Object> params) {
        logger.debug("柱状图统计双列:,,Controller:{},,params:{}",this.getClass().getName(),params);
        List<Map<String, Object>> result = commonService.barSumTwo(params);
        List<String> xAxis = new ArrayList<>();//报表x轴
        List<List<String>> yAxis = new ArrayList<>();//y轴
        List<String> legend = new ArrayList<>();//标题

        Map<String, HashMap<String, String>> dataMap = new LinkedHashMap<>();
        for(Map<String, Object> map :result){
            String name1Value = String.valueOf(map.get("name1"));
            String name2Value = String.valueOf(map.get("name2"));
            String value = String.valueOf(map.get("value"));
            if(!legend.contains(name2Value)){
                legend.add(name2Value);//添加完成后 就是最全的第二列的类型
            }
            if(dataMap.containsKey(name1Value)){
                dataMap.get(name1Value).put(name2Value,value);
            }else{
                HashMap<String, String> name1Data = new HashMap<>();
                name1Data.put(name2Value,value);
                dataMap.put(name1Value,name1Data);
            }

        }

        for(int i =0; i<legend.size(); i++){
            yAxis.add(new ArrayList<String>());
        }

        Set<String> keys = dataMap.keySet();
        for(String key:keys){
            xAxis.add(key);
            HashMap<String, String> map = dataMap.get(key);
            for(int i =0; i<legend.size(); i++){
                List<String> data = yAxis.get(i);
                if(StringUtil.isNotEmpty(map.get(legend.get(i)))){
                    data.add(map.get(legend.get(i)));
                }else{
                    data.add("0");
                }
            }
        }
        System.out.println();

        Map<String, Object> resultMap = new HashMap<>();
        resultMap.put("xAxis",xAxis);
        resultMap.put("yAxis",yAxis);
        resultMap.put("legend",legend);
        return R.ok().put("data", resultMap);
    }
    /**
     * 柱状图统计双列
     * @return
     */
    @RequestMapping("/barCountTwo")
    public R barCountTwo(@RequestParam Map<String,Object> params) {
        logger.debug("柱状图统计双列:,,Controller:{},,params:{}",this.getClass().getName(),params);
        List<Map<String, Object>> result = commonService.barCountTwo(params);
        List<String> xAxis = new ArrayList<>();//报表x轴
        List<List<String>> yAxis = new ArrayList<>();//y轴
        List<String> legend = new ArrayList<>();//标题

        Map<String, HashMap<String, String>> dataMap = new LinkedHashMap<>();
        for(Map<String, Object> map :result){
            String name1Value = String.valueOf(map.get("name1"));
            String name2Value = String.valueOf(map.get("name2"));
            String value = String.valueOf(map.get("value"));
            if(!legend.contains(name2Value)){
                legend.add(name2Value);//添加完成后 就是最全的第二列的类型
            }
            if(dataMap.containsKey(name1Value)){
                dataMap.get(name1Value).put(name2Value,value);
            }else{
                HashMap<String, String> name1Data = new HashMap<>();
                name1Data.put(name2Value,value);
                dataMap.put(name1Value,name1Data);
            }

        }

        for(int i =0; i<legend.size(); i++){
            yAxis.add(new ArrayList<String>());
        }

        Set<String> keys = dataMap.keySet();
        for(String key:keys){
            xAxis.add(key);
            HashMap<String, String> map = dataMap.get(key);
            for(int i =0; i<legend.size(); i++){
                List<String> data = yAxis.get(i);
                if(StringUtil.isNotEmpty(map.get(legend.get(i)))){
                    data.add(map.get(legend.get(i)));
                }else{
                    data.add("0");
                }
            }
        }
        System.out.println();

        Map<String, Object> resultMap = new HashMap<>();
        resultMap.put("xAxis",xAxis);
        resultMap.put("yAxis",yAxis);
        resultMap.put("legend",legend);
        return R.ok().put("data", resultMap);
    }

    /**
     tableName 查询表
     condition1 条件1
     condition1Value 条件1值
     average 计算平均评分

     取值
     有值 Number(res.data.value.toFixed(1))
     无值 if(res.data){}
     * */
    @IgnoreAuth
    @RequestMapping("/queryScore")
    public R queryScore(@RequestParam Map<String, Object> params) {
        logger.debug("queryScore:,,Controller:{},,params:{}",this.getClass().getName(),params);
        Map<String, Object> queryScore = commonService.queryScore(params);
        return R.ok().put("data", queryScore);
    }

    /**
     * 查询字典表的分组统计总条数
     *  tableName  		表名
     *	groupColumn  	分组字段
     * @return
     */
    @RequestMapping("/newSelectGroupCount")
    public R newSelectGroupCount(@RequestParam Map<String,Object> params) {
        logger.debug("newSelectGroupCount:,,Controller:{},,params:{}",this.getClass().getName(),params);
        List<Map<String, Object>> result = commonService.newSelectGroupCount(params);
        return R.ok().put("data", result);
    }

    /**
     * 查询字典表的分组求和
     * tableName  		表名
     * groupColumn  		分组字段
     * sumCloum			统计字段
     * @return
     */
    @RequestMapping("/newSelectGroupSum")
    public R newSelectGroupSum(@RequestParam Map<String,Object> params) {
        logger.debug("newSelectGroupSum:,,Controller:{},,params:{}",this.getClass().getName(),params);
        List<Map<String, Object>> result = commonService.newSelectGroupSum(params);
        return R.ok().put("data", result);
    }

    /**
     * 柱状图求和 老的
     */
    @RequestMapping("/barSum")
    public R barSum(@RequestParam Map<String,Object> params) {
        logger.debug("barSum方法:,,Controller:{},,params:{}",this.getClass().getName(), com.alibaba.fastjson.JSONObject.toJSONString(params));
        Boolean isJoinTableFlag =  false;//是否有级联表相关
        String one =  "";//第一优先
        String two =  "";//第二优先

        //处理thisTable和joinTable 处理内容是把json字符串转为Map并把带有,的切割为数组
        //当前表
        Map<String,Object> thisTable = JSON.parseObject(String.valueOf(params.get("thisTable")),Map.class);
        params.put("thisTable",thisTable);

        //级联表
        String joinTableString = String.valueOf(params.get("joinTable"));
        if(StringUtil.isNotEmpty(joinTableString)) {
            Map<String, Object> joinTable = JSON.parseObject(joinTableString, Map.class);
            params.put("joinTable", joinTable);
            isJoinTableFlag = true;
        }

        if(StringUtil.isNotEmpty(String.valueOf(thisTable.get("date")))){//当前表日期
            thisTable.put("date",String.valueOf(thisTable.get("date")).split(","));
            one = "thisDate0";
        }
        if(isJoinTableFlag){//级联表日期
            Map<String, Object> joinTable = (Map<String, Object>) params.get("joinTable");
            if(StringUtil.isNotEmpty(String.valueOf(joinTable.get("date")))){
                joinTable.put("date",String.valueOf(joinTable.get("date")).split(","));
                if(StringUtil.isEmpty(one)){
                    one ="joinDate0";
                }else{
                    if(StringUtil.isEmpty(two)){
                        two ="joinDate0";
                    }
                }
            }
        }
        if(StringUtil.isNotEmpty(String.valueOf(thisTable.get("string")))){//当前表字符串
            thisTable.put("string",String.valueOf(thisTable.get("string")).split(","));
            if(StringUtil.isEmpty(one)){
                one ="thisString0";
            }else{
                if(StringUtil.isEmpty(two)){
                    two ="thisString0";
                }
            }
        }
        if(isJoinTableFlag){//级联表字符串
            Map<String, Object> joinTable = (Map<String, Object>) params.get("joinTable");
            if(StringUtil.isNotEmpty(String.valueOf(joinTable.get("string")))){
                joinTable.put("string",String.valueOf(joinTable.get("string")).split(","));
                if(StringUtil.isEmpty(one)){
                    one ="joinString0";
                }else{
                    if(StringUtil.isEmpty(two)){
                        two ="joinString0";
                    }
                }
            }
        }
        if(StringUtil.isNotEmpty(String.valueOf(thisTable.get("types")))){//当前表类型
            thisTable.put("types",String.valueOf(thisTable.get("types")).split(","));
            if(StringUtil.isEmpty(one)){
                one ="thisTypes0";
            }else{
                if(StringUtil.isEmpty(two)){
                    two ="thisTypes0";
                }
            }
        }
        if(isJoinTableFlag){//级联表类型
            Map<String, Object> joinTable = (Map<String, Object>) params.get("joinTable");
            if(StringUtil.isNotEmpty(String.valueOf(joinTable.get("types")))){
                joinTable.put("types",String.valueOf(joinTable.get("types")).split(","));
                if(StringUtil.isEmpty(one)){
                    one ="joinTypes0";
                }else{
                    if(StringUtil.isEmpty(two)){
                        two ="joinTypes0";
                    }
                }

            }
        }

        List<Map<String, Object>> result = commonService.barSum(params);

        List<String> xAxis = new ArrayList<>();//报表x轴
        List<List<String>> yAxis = new ArrayList<>();//y轴
        List<String> legend = new ArrayList<>();//标题

        if(StringUtil.isEmpty(two)){//不包含第二列
            List<String> yAxis0 = new ArrayList<>();
            yAxis.add(yAxis0);
            legend.add("");
            for(Map<String, Object> map :result){
                String oneValue = String.valueOf(map.get(one));
                String value = String.valueOf(map.get("value"));
                xAxis.add(oneValue);
                yAxis0.add(value);
            }
        }else{//包含第二列
            Map<String, HashMap<String, String>> dataMap = new LinkedHashMap<>();
            if(StringUtil.isNotEmpty(two)){
                for(Map<String, Object> map :result){
                    String oneValue = String.valueOf(map.get(one));
                    String twoValue = String.valueOf(map.get(two));
                    String value = String.valueOf(map.get("value"));
                    if(!legend.contains(twoValue)){
                        legend.add(twoValue);//添加完成后 就是最全的第二列的类型
                    }
                    if(dataMap.containsKey(oneValue)){
                        dataMap.get(oneValue).put(twoValue,value);
                    }else{
                        HashMap<String, String> oneData = new HashMap<>();
                        oneData.put(twoValue,value);
                        dataMap.put(oneValue,oneData);
                    }

                }
            }

            for(int i =0; i<legend.size(); i++){
                yAxis.add(new ArrayList<String>());
            }

            Set<String> keys = dataMap.keySet();
            for(String key:keys){
                xAxis.add(key);
                HashMap<String, String> map = dataMap.get(key);
                for(int i =0; i<legend.size(); i++){
                    List<String> data = yAxis.get(i);
                    if(StringUtil.isNotEmpty(map.get(legend.get(i)))){
                        data.add(map.get(legend.get(i)));
                    }else{
                        data.add("0");
                    }
                }
            }
            System.out.println();
        }

        Map<String, Object> resultMap = new HashMap<>();
        resultMap.put("xAxis",xAxis);
        resultMap.put("yAxis",yAxis);
        resultMap.put("legend",legend);
        return R.ok().put("data", resultMap);
    }

    /**
     * 柱状图统计 老的
     */
    @RequestMapping("/barCount")
    public R barCount(@RequestParam Map<String,Object> params) {
        logger.debug("barCount方法:,,Controller:{},,params:{}",this.getClass().getName(), com.alibaba.fastjson.JSONObject.toJSONString(params));
        Boolean isJoinTableFlag =  false;//是否有级联表相关
        String one =  "";//第一优先
        String two =  "";//第二优先

        //处理thisTable和joinTable 处理内容是把json字符串转为Map并把带有,的切割为数组
        //当前表
        Map<String,Object> thisTable = JSON.parseObject(String.valueOf(params.get("thisTable")),Map.class);
        params.put("thisTable",thisTable);

        //级联表
        String joinTableString = String.valueOf(params.get("joinTable"));
        if(StringUtil.isNotEmpty(joinTableString)) {
            Map<String, Object> joinTable = JSON.parseObject(joinTableString, Map.class);
            params.put("joinTable", joinTable);
            isJoinTableFlag = true;
        }

        if(StringUtil.isNotEmpty(String.valueOf(thisTable.get("date")))){//当前表日期
            thisTable.put("date",String.valueOf(thisTable.get("date")).split(","));
            one = "thisDate0";
        }
        if(isJoinTableFlag){//级联表日期
            Map<String, Object> joinTable = (Map<String, Object>) params.get("joinTable");
            if(StringUtil.isNotEmpty(String.valueOf(joinTable.get("date")))){
                joinTable.put("date",String.valueOf(joinTable.get("date")).split(","));
                if(StringUtil.isEmpty(one)){
                    one ="joinDate0";
                }else{
                    if(StringUtil.isEmpty(two)){
                        two ="joinDate0";
                    }
                }
            }
        }
        if(StringUtil.isNotEmpty(String.valueOf(thisTable.get("string")))){//当前表字符串
            thisTable.put("string",String.valueOf(thisTable.get("string")).split(","));
            if(StringUtil.isEmpty(one)){
                one ="thisString0";
            }else{
                if(StringUtil.isEmpty(two)){
                    two ="thisString0";
                }
            }
        }
        if(isJoinTableFlag){//级联表字符串
            Map<String, Object> joinTable = (Map<String, Object>) params.get("joinTable");
            if(StringUtil.isNotEmpty(String.valueOf(joinTable.get("string")))){
                joinTable.put("string",String.valueOf(joinTable.get("string")).split(","));
                if(StringUtil.isEmpty(one)){
                    one ="joinString0";
                }else{
                    if(StringUtil.isEmpty(two)){
                        two ="joinString0";
                    }
                }
            }
        }
        if(StringUtil.isNotEmpty(String.valueOf(thisTable.get("types")))){//当前表类型
            thisTable.put("types",String.valueOf(thisTable.get("types")).split(","));
            if(StringUtil.isEmpty(one)){
                one ="thisTypes0";
            }else{
                if(StringUtil.isEmpty(two)){
                    two ="thisTypes0";
                }
            }
        }
        if(isJoinTableFlag){//级联表类型
            Map<String, Object> joinTable = (Map<String, Object>) params.get("joinTable");
            if(StringUtil.isNotEmpty(String.valueOf(joinTable.get("types")))){
                joinTable.put("types",String.valueOf(joinTable.get("types")).split(","));
                if(StringUtil.isEmpty(one)){
                    one ="joinTypes0";
                }else{
                    if(StringUtil.isEmpty(two)){
                        two ="joinTypes0";
                    }
                }

            }
        }

        List<Map<String, Object>> result = commonService.barCount(params);

        List<String> xAxis = new ArrayList<>();//报表x轴
        List<List<String>> yAxis = new ArrayList<>();//y轴
        List<String> legend = new ArrayList<>();//标题

        if(StringUtil.isEmpty(two)){//不包含第二列
            List<String> yAxis0 = new ArrayList<>();
            yAxis.add(yAxis0);
            legend.add("");
            for(Map<String, Object> map :result){
                String oneValue = String.valueOf(map.get(one));
                String value = String.valueOf(map.get("value"));
                xAxis.add(oneValue);
                yAxis0.add(value);
            }
        }else{//包含第二列
            Map<String, HashMap<String, String>> dataMap = new LinkedHashMap<>();
            if(StringUtil.isNotEmpty(two)){
                for(Map<String, Object> map :result){
                    String oneValue = String.valueOf(map.get(one));
                    String twoValue = String.valueOf(map.get(two));
                    String value = String.valueOf(map.get("value"));
                    if(!legend.contains(twoValue)){
                        legend.add(twoValue);//添加完成后 就是最全的第二列的类型
                    }
                    if(dataMap.containsKey(oneValue)){
                        dataMap.get(oneValue).put(twoValue,value);
                    }else{
                        HashMap<String, String> oneData = new HashMap<>();
                        oneData.put(twoValue,value);
                        dataMap.put(oneValue,oneData);
                    }

                }
            }

            for(int i =0; i<legend.size(); i++){
                yAxis.add(new ArrayList<String>());
            }

            Set<String> keys = dataMap.keySet();
            for(String key:keys){
                xAxis.add(key);
                HashMap<String, String> map = dataMap.get(key);
                for(int i =0; i<legend.size(); i++){
                    List<String> data = yAxis.get(i);
                    if(StringUtil.isNotEmpty(map.get(legend.get(i)))){
                        data.add(map.get(legend.get(i)));
                    }else{
                        data.add("0");
                    }
                }
            }
            System.out.println();
        }

        Map<String, Object> resultMap = new HashMap<>();
        resultMap.put("xAxis",xAxis);
        resultMap.put("yAxis",yAxis);
        resultMap.put("legend",legend);
        return R.ok().put("data", resultMap);
    }
}


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