计算机毕业设计Spark+SpringCloud微服务高考志愿填报推荐系统 高考大数据 SparkML机器学习 深度学习 人工智能 Python爬虫 知识图谱 大数据毕业设计

(一)、功能分析

1、功能块划分

高考志愿智能决策系统分为五个微服务模块,每个模块对应不同的功能。

主要分为微服务用户相关模块、微服务院校及专业模块,微服务咨询师及资讯模块,微服务文件云存储模块、微服务网关模块。

(二)、微服务模块功能描述

1、微服务用户相关模块

(1)用户注册

用户首先需要在本系统进行用户账号注册,用户需要根据页面提示信息进行信息填写,需要进行邮箱验证码的验证才能成功注册,然后才可以用该注册信息进行账号登录。

(2)用户登录

用户未登录账号则无法使用本系统相应功能,用户可以选择通过图片验证码加密码、邮箱验证或短信验证的方式进行登录。

(3)用户信息管理

用户可以对自己的信息进行管理,比如添加修改用户信息,查询修改成绩信息等功能。

2、微服务院校及专业模块

(1)查询所有院校以、专业以及院校所开设专业

用户在登录状态下可以查询院校、专业、以及院校开设专业的信息,进一步对院校加强认识。

(2)收藏感兴趣的专业及院校

(3)对自己所选择的志愿进行增删查

(4)根据成绩位次等信息对录取可能性进行评估

3、微服务文件云存储模块

(1)将文件上传到阿里云上

将需要上传的文件如用户头像、讲师照片,Excel表格等信息上传到阿里云的对象存储服务上。

4、微服务咨询师及资讯模块

(1)资讯的查询

用户可以对资讯进行查询,了解自己想要了解的信息,较少对志愿填报的茫然。
(2)咨询师的信息查询

用户可以对平台支持的高考咨询师进行查询,对感兴趣的咨询师可以根据其联系方式进行联系,帮助自己的志愿填报。

5、微服务网关模块

对所有微服务接口进行统一调度,减少用户操作的复杂度。

(三)性能要求分析

1、系统操作的简便性

所开发的系统的操作应尽可能的简单化,尽量使操作不受用户电脑水平限制,防止面向的用户因操作难度大而无法使用本系统。

2、系统具有可维护性

系统所涉及的信息面较广,信息量较大,数据库中的数据也需要进行不定期更新,系统可利用的空间以及性能也会随之下降,为了使系统更好的运转,会对功能进行定期的维护及测试。

3、系统具有稳定性

系统可以稳定运行在当下各主流浏览器,不会因为浏览器的变化而导致功能出现差异或错误的情况。软件应保证系统运行稳定,避免出现系统崩溃。

2020年以来,山东参与了新高考改革,志愿填报又成为了家长与考生的新难题。面对这种情况,许多高考志愿辅助填报系统如雨后春笋层出不穷,可其重要性与必要性。截止到2022年,今年是山东省新高考制度实施的第三个年头。从前两年的高考志愿填报来看,新高考制度以及新的志愿填报方式大大降低了志愿填报的滑档率,让更多的考生不辜负自己的努力,考上了对的起自己分数的高校。

尽管新高考制度带来了大量的优势,但是采用新高考志愿的填报的一些外在弊端也展示出来,对于2022届考生而言,他们可以用来参考的数据只有2020年、2021年这两年,由于缺乏往年志愿填报的参照,而且对信息的把控也不能很好的整合,所以仍存在一部分考生拿着不该滑档的成绩滑档。为此,为响应山东省软件设计大赛号召以及帮助更多的山东考生适应新高考制度、完成高考志愿决策和填报,我们设计了本高考志愿智能决策系统,为山东学子提供院校查询、专业查询、模拟志愿填报等功能。

核心算法代码分享如下:

package com.sdau.nemt.service.volunteer.controller;


import com.alibaba.fastjson.JSON;
import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
import com.baomidou.mybatisplus.core.metadata.IPage;
import com.baomidou.mybatisplus.extension.plugins.pagination.Page;
import com.sdau.nemt.common.base.result.R;
import com.sdau.nemt.service.volunteer.entity.Colleges;
import com.sdau.nemt.service.volunteer.entity.CollegesSpecialized;
import com.sdau.nemt.service.volunteer.entity.CollegesSpecializedUsual;
import com.sdau.nemt.service.volunteer.entity.Mock;
import com.sdau.nemt.service.volunteer.entity.dto.LocationDTO;
import com.sdau.nemt.service.volunteer.entity.dto.MockDTO;
import com.sdau.nemt.service.volunteer.entity.dto.MockProbabilityDTO;
import com.sdau.nemt.service.volunteer.entity.export.MockExport;
import com.sdau.nemt.service.volunteer.entity.vo.InfoVO;
import com.sdau.nemt.service.volunteer.service.*;
import com.sdau.nemt.service.volunteer.util.ExcelUtil;
import com.sdau.nemt.service.volunteer.util.JwtTokenUtils;
import io.swagger.annotations.Api;
import io.swagger.annotations.ApiOperation;
import io.swagger.annotations.ApiParam;
import org.springframework.beans.BeanUtils;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.data.redis.core.RedisTemplate;
import org.springframework.web.bind.annotation.*;

import javax.servlet.http.HttpServletRequest;
import java.util.ArrayList;
import java.util.List;
import java.util.regex.Matcher;
import java.util.regex.Pattern;
import java.util.stream.Collectors;

/**
 * <p>
 *  前端控制器
 * </p>
 *
 * @author 往回
 * @since 2022-08-12
 */
@Api(tags = "志愿信息")
@RestController
@RequestMapping("/volunteer/mock")
public class MockController {


    @Autowired
    private RedisTemplate<String,String> redisTemplate;

    @Autowired
    private UserSpecializedService userSpecializedService;

    @Autowired
    private CollegesService collegesService;

    @Autowired
    private CollegesSpecializedUsualService collegesSpecializedUsualService;

    @Autowired
    private CollegesSpecializedService collegesSpecializedService;

    @Autowired
    private MockService mockService;


    @ApiOperation("查看用户当前志愿位置情况")
    @GetMapping("location")
    public R location(HttpServletRequest request){
        String token = request.getHeader("token");
        String username = JwtTokenUtils.getUsername(token);
        String user = redisTemplate.opsForValue().get("user" + username);
        InfoVO infoVO = JSON.parseObject(user, InfoVO.class);
        String id = infoVO.getId();
        LambdaQueryWrapper<Mock> wrapper = new LambdaQueryWrapper<>();
        wrapper.eq(Mock::getUserId,infoVO.getId());
        List<Mock> mockList = mockService.getBaseMapper().selectList(wrapper);
        if (mockList.size()==0){
            List<LocationDTO> list = new ArrayList<>();
            for (int i = 1; i <= 96; i++) {
                LocationDTO locationDTO = new LocationDTO();
                locationDTO.setExist(0);
                locationDTO.setSort(i);
                list.add(locationDTO);
            }
            return R.ok().data("list",list);
        }

        List<Integer> sortList = new ArrayList<>();
        for (int i = 0; i < mockList.size(); i++) {
            sortList.add(mockList.get(i).getSort());
        }
        List<LocationDTO> list = new ArrayList<>();
        for (int i = 1; i <= 96; i++) {
            LocationDTO locationDTO = new LocationDTO();
            for (int j = 0; j < sortList.size(); j++) {
                if (sortList.get(j)==i||sortList.get(j).equals(i)){
                    locationDTO.setExist(1);
                    break;
                }else {
                    locationDTO.setExist(0);
                }
            }
            locationDTO.setSort(i);
            list.add(locationDTO);
        }
        return R.ok().data("list",list);
    }

    @ApiOperation("选择志愿")
    @GetMapping("select-mock/{specializedId}/{sort}")
    public R selectMock(@ApiParam(name = "specializedId",value = "院校开设专业主键id") @PathVariable String specializedId,
                        @ApiParam(name = "sort",value = "设置为第几志愿") @PathVariable(required = true) Integer sort,
                        HttpServletRequest request){
        String token = request.getHeader("token");
        String username = JwtTokenUtils.getUsername(token);
        String user = redisTemplate.opsForValue().get("user" + username);
        InfoVO infoVO = JSON.parseObject(user, InfoVO.class);
        String id = infoVO.getId();
        LambdaQueryWrapper<Mock> wrapper = new LambdaQueryWrapper<>();
        wrapper.eq(Mock::getUserId,infoVO.getId());
        wrapper.eq(Mock::getMockId,specializedId);
        Mock mock = mockService.getBaseMapper().selectOne(wrapper);
        if (mock!=null){
            return R.error().message("您已经选择了该志愿,请选择其他志愿");
        }
        LambdaQueryWrapper<Mock> queryWrapper = new LambdaQueryWrapper<>();
        queryWrapper.eq(Mock::getUserId,infoVO.getId());
        queryWrapper.eq(Mock::getSort,sort);
        Mock selectOne = mockService.getBaseMapper().selectOne(queryWrapper);
        if (selectOne!=null&&!selectOne.equals("")){
            Mock mockUpdate = new Mock();
            mockUpdate.setMockId(specializedId);
            mockUpdate.setUserId(id);
            mockUpdate.setId(selectOne.getId());
            mockUpdate.setSort(sort);
            mockService.getBaseMapper().updateById(mockUpdate);
            return R.ok().message("志愿替换成功");
        }

        Mock mockModel = new Mock();
        mockModel.setUserId(infoVO.getId());
        mockModel.setMockId(specializedId);
        if (sort!=null&&!sort.equals("")) {
            mockModel.setSort(sort);
        }
        mockService.getBaseMapper().insert(mockModel);
        return R.ok().message("添加志愿成功");
    }

    @ApiOperation("获取所有志愿列表")
    @GetMapping("list")
    public R mockList(HttpServletRequest request){
        String token = request.getHeader("token");
        String username = JwtTokenUtils.getUsername(token);
        String user = redisTemplate.opsForValue().get("user" + username);
        InfoVO infoVO = JSON.parseObject(user, InfoVO.class);
        String id = infoVO.getId();
        LambdaQueryWrapper<Mock> wrapper = new LambdaQueryWrapper<>();
        wrapper.eq(Mock::getUserId,id);
        wrapper.orderByAsc(Mock::getSort);
        List<Mock> mockList = mockService.getBaseMapper().selectList(wrapper);
        if(mockList==null||mockList.equals("")){
            List<MockDTO> modelList = new ArrayList<>();
            return R.ok().data("modelList",modelList);
        }
        List<MockDTO> modelList = new ArrayList<>();
        List<String> collegesSpecializedIdList = new ArrayList<>();
        for (int i = 0; i < mockList.size(); i++) {
            collegesSpecializedIdList.add(mockList.get(i).getMockId());
        }
        if (collegesSpecializedIdList.size()!=0) {
            for (int i = 0; i < collegesSpecializedIdList.size(); i++) {
                CollegesSpecialized collegesSpecialized = collegesSpecializedService.getBaseMapper().selectById(collegesSpecializedIdList.get(i));
                MockDTO mockDTO = new MockDTO();
                LambdaQueryWrapper<Colleges> queryWrapper = new LambdaQueryWrapper<>();
                queryWrapper.eq(Colleges::getId,collegesSpecialized.getCollegesId());
                Colleges colleges = collegesService.getBaseMapper().selectOne(queryWrapper);

//                CollegesSpecializedUsual collegesSpecializedUsual = new CollegesSpecializedUsual();
                LambdaQueryWrapper<CollegesSpecializedUsual> lambdaQueryWrapper = new LambdaQueryWrapper<>();
                lambdaQueryWrapper.eq(CollegesSpecializedUsual::getSpecializedId,collegesSpecialized.getId());
                CollegesSpecializedUsual collegesSpecializedUsualOne = collegesSpecializedUsualService.getBaseMapper().selectOne(lambdaQueryWrapper);
                if (collegesSpecializedUsualOne!=null&&!collegesSpecializedUsualOne.equals("")){
                    BeanUtils.copyProperties(collegesSpecializedUsualOne,mockDTO);
                }

                BeanUtils.copyProperties(colleges,mockDTO);
                BeanUtils.copyProperties(collegesSpecialized,mockDTO);
//            mockDTO.setId(collegesSpecializedList.get(i).getId());
                BeanUtils.copyProperties(mockList.get(i),mockDTO);
                modelList.add(mockDTO);
            }

//            List<CollegesSpecialized> collegesSpecializedList = collegesSpecializedService.getBaseMapper().selectBatchIds(collegesSpecializedIdList);
//            for (int i = 0; i < collegesSpecializedList.size(); i++) {
//                MockDTO mockDTO = new MockDTO();
//                LambdaQueryWrapper<Colleges> queryWrapper = new LambdaQueryWrapper<>();
//                queryWrapper.eq(Colleges::getId,collegesSpecializedList.get(i).getCollegesId());
//                Colleges colleges = collegesService.getBaseMapper().selectOne(queryWrapper);
//
//                BeanUtils.copyProperties(colleges,mockDTO);
//                BeanUtils.copyProperties(collegesSpecializedList.get(i),mockDTO);
            mockDTO.setId(collegesSpecializedList.get(i).getId());
//                BeanUtils.copyProperties(mockList.get(i),mockDTO);
//                modelList.add(mockDTO);
            }
        return R.ok().data("modelList",modelList);
    }

//    @ApiOperation("排序保存")
//    @PutMapping("save-sort")
    public R saveSort(@ApiParam(name = "mockDTOList",value = "所有志愿")@RequestBody(required = true) List<MockDTO> mockDTOList){

        for (int i = 0; i < mockDTOList.size(); i++) {
            MockDTO mockDTO = new MockDTO();
            mockDTO = mockDTOList.get(i);
            Mock mock = new Mock();
            mock.setId(mockDTO.getId());
            mock.setSort(mockDTO.getSort());
            mockService.getBaseMapper().updateById(mock);
        }
        return R.ok().message("排序成功");
    }

    @ApiOperation("志愿列表页面--删除志愿")
    @DeleteMapping("remove-mock/{id}")
    public R removeMock(@ApiParam(name = "id",value = "志愿主键")@PathVariable String id){
        int i = mockService.getBaseMapper().deleteById(id);
        if (i == 1){
            return R.ok().message("删除志愿成功");
        }else {
            return R.ok().message("删除错误,无该志愿");
        }
    }

    @ApiOperation("模拟填报志愿页面--删除志愿")
    @DeleteMapping("remove-volunteer/{id}")
    public R removeVolunteer(@ApiParam(name = "id",value = "志愿主键")@PathVariable String id,
                             HttpServletRequest request){
        String token = request.getHeader("token");
        String username = JwtTokenUtils.getUsername(token);
        String user = redisTemplate.opsForValue().get("user" + username);
        InfoVO infoVO = JSON.parseObject(user, InfoVO.class);
        String userId = infoVO.getId();
        LambdaQueryWrapper<Mock> wrapper = new LambdaQueryWrapper<>();
        wrapper.eq(Mock::getUserId,userId);
        wrapper.eq(Mock::getMockId,id);
        int i = mockService.getBaseMapper().delete(wrapper);
        if (i == 1){
            return R.ok().message("删除志愿成功");
        }else {
            return R.ok().message("删除错误,无该志愿");
        }
    }
    //@ApiOperation("导出志愿表")
    //@GetMapping("export")
    public R export(HttpServletRequest request){
        String token = request.getHeader("token");
        String username = JwtTokenUtils.getUsername(token);
        String user = redisTemplate.opsForValue().get("user" + username);
        InfoVO infoVO = JSON.parseObject(user, InfoVO.class);
        String id = infoVO.getId();
        LambdaQueryWrapper<Mock> wrapper = new LambdaQueryWrapper<>();
        wrapper.eq(Mock::getUserId,id);
        List<Mock> mockList = mockService.getBaseMapper().selectList(wrapper);
        List<MockExport> modelList = new ArrayList<>();
        List<String> collegesSpecializedIdList = new ArrayList<>();
        for (int i = 0; i < mockList.size(); i++) {
            collegesSpecializedIdList.add(mockList.get(i).getMockId());
        }
        List<CollegesSpecialized> collegesSpecializedList = collegesSpecializedService.getBaseMapper().selectBatchIds(collegesSpecializedIdList);
        for (int i = 0; i < collegesSpecializedList.size(); i++) {
            MockExport mockDTO = new MockExport();
            LambdaQueryWrapper<Colleges> queryWrapper = new LambdaQueryWrapper<>();
            queryWrapper.eq(Colleges::getId,collegesSpecializedList.get(i).getCollegesId());
            Colleges colleges = collegesService.getBaseMapper().selectOne(queryWrapper);
            BeanUtils.copyProperties(colleges,mockDTO);
            BeanUtils.copyProperties(collegesSpecializedList.get(i),mockDTO);
            mockDTO.setId(collegesSpecializedList.get(i).getId());
            modelList.add(mockDTO);
        }
        String excelWrite = ExcelUtil.mockExcelWrite("志愿列表", modelList);
        return R.ok().data("excel",excelWrite);
    }

    @ApiOperation("上移志愿")
    @GetMapping("move-up/{mockId}/{sort}")
    public R moveUp(@ApiParam(value = "志愿id", name = "mockId") @PathVariable String mockId,
                    @ApiParam(value = "志愿sort",name = "sort")@PathVariable Integer sort,
                    HttpServletRequest request){
        String token = request.getHeader("token");
        String username = JwtTokenUtils.getUsername(token);
        String user = redisTemplate.opsForValue().get("user" + username);
        InfoVO infoVO = JSON.parseObject(user, InfoVO.class);
        String id = infoVO.getId();
        Integer upSort = sort - 1;
        Mock mock = new Mock();
        mock.setId(mockId);
        mock.setSort(upSort);
        LambdaQueryWrapper<Mock> wrapper = new LambdaQueryWrapper<>();
        wrapper.eq(Mock::getUserId,id);
        wrapper.eq(Mock::getSort,upSort);
        Mock mockUp = mockService.getBaseMapper().selectOne(wrapper);
        if (mockUp==null||mockUp.equals("")){
            mockService.getBaseMapper().updateById(mock);
        }else {
            mockUp.setSort(sort);
            mockService.getBaseMapper().updateById(mock);
            mockService.getBaseMapper().updateById(mockUp);
        }
        return R.ok().message("往上移动成功");
    }

    @ApiOperation("下移志愿")
    @GetMapping("move-down/{mockId}/{sort}")
    public R moveDowm(@ApiParam(value = "志愿id", name = "mockId") @PathVariable String mockId,
                      @ApiParam(value = "志愿sort",name = "sort")@PathVariable Integer sort,
                    HttpServletRequest request){
        String token = request.getHeader("token");
        String username = JwtTokenUtils.getUsername(token);
        String user = redisTemplate.opsForValue().get("user" + username);
        InfoVO infoVO = JSON.parseObject(user, InfoVO.class);
        String id = infoVO.getId();
        Integer downSort = sort + 1;
        Mock mock = new Mock();
        mock.setId(mockId);
        mock.setSort(downSort);
        LambdaQueryWrapper<Mock> wrapper = new LambdaQueryWrapper<>();
        wrapper.eq(Mock::getUserId,id);
        wrapper.eq(Mock::getSort,downSort);
        Mock mockUp = mockService.getBaseMapper().selectOne(wrapper);
        if (mockUp==null||mockUp.equals("")){
            mockService.getBaseMapper().updateById(mock);
        }else {
            mockUp.setSort(sort);
            mockService.getBaseMapper().updateById(mock);
            mockService.getBaseMapper().updateById(mockUp);
        }
        return R.ok().message("往下移动成功");
    }

    @ApiOperation("移动志愿")
    @GetMapping("move/{mockId}/{sort}/{moveSort}")
    public R move(@ApiParam(value = "志愿id", name = "mockId") @PathVariable String mockId,
                  @ApiParam(value = "志愿sort",name = "sort")@PathVariable Integer sort,
                  @ApiParam(value = "目标位置",name = "moveSort")@PathVariable Integer moveSort,
                  HttpServletRequest request){
        String token = request.getHeader("token");
        String username = JwtTokenUtils.getUsername(token);
        String user = redisTemplate.opsForValue().get("user" + username);
        InfoVO infoVO = JSON.parseObject(user, InfoVO.class);
        String id = infoVO.getId();
        Mock mock = mockService.getBaseMapper().selectById(mockId);
        mock.setSort(moveSort);
        LambdaQueryWrapper<Mock> wrapper = new LambdaQueryWrapper<>();
        wrapper.eq(Mock::getUserId,id);
        wrapper.eq(Mock::getSort,moveSort);
        Mock selectOne = mockService.getBaseMapper().selectOne(wrapper);
        if (selectOne==null||selectOne.equals("")){
            mockService.getBaseMapper().updateById(mock);
        }else {
            selectOne.setSort(sort);
            mockService.getBaseMapper().updateById(mock);
            mockService.getBaseMapper().updateById(selectOne);
        }
        return R.ok().message("移动成功");
    }


    @ApiOperation("智能推荐志愿")
    @GetMapping("intelligent")
    public R intelligent(HttpServletRequest request){
        String token = request.getHeader("token");
        String username = JwtTokenUtils.getUsername(token);
        String user = redisTemplate.opsForValue().get("user" + username);
        InfoVO infoVO = JSON.parseObject(user, InfoVO.class);
        String id = infoVO.getId();
        String scores = infoVO.getScores();
        String bitsString = infoVO.getBits();
        Integer subjectsOne = infoVO.getSubjectsOne();
        Integer subjectsTwo = infoVO.getSubjectsTwo();
        Integer subjectsThree = infoVO.getSubjectsThree();
        String one = "";
        String two = "";
        String three = "";
        if (subjectsOne==1){
            one = "物";
        }else if (subjectsOne==2){
            one = "化";
        }else if (subjectsOne==3){
            one = "生";
        }else if (subjectsOne==4){
            one = "政";
        }else if (subjectsOne==5){
            one = "历";
        }else if (subjectsOne==6){
            one = "地";
        }
        if (subjectsTwo==1){
            two = "物";
        }else if (subjectsTwo==2){
            two = "化";
        }else if (subjectsTwo==3){
            two = "生";
        }else if (subjectsTwo==4){
            two = "政";
        }else if (subjectsTwo==5){
            two = "历";
        }else if (subjectsTwo==6){
            two = "地";
        }
        if (subjectsThree==1){
            three = "物";
        }else if (subjectsThree==2){
            three = "化";
        }else if (subjectsThree==3){
            three = "生";
        }else if (subjectsThree==4){
            three = "政";
        }else if (subjectsThree==5){
            three = "历";
        }else if (subjectsThree==6){
            three = "地";
        }
        Integer bits = Integer.parseInt(bitsString);
//        Page<CollegesSpecializedUsual> page = new Page<>(current,10);
//        IPage<MockProbabilityDTO> pageModel = new Page<>();
        List<MockProbabilityDTO> chongModelList = new ArrayList<>();
        List<MockProbabilityDTO> wenModelList = new ArrayList<>();
        List<MockProbabilityDTO> baoModelList = new ArrayList<>();
        LambdaQueryWrapper<CollegesSpecializedUsual> wrapper = new LambdaQueryWrapper<>();
        if (bits<=3000){
            wrapper.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits-0.4*bits);
            wrapper.le(CollegesSpecializedUsual::getLastYearLowestBit,bits);
            wrapper.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits-0.4*bits);
            wrapper.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
        }else if (bits<=8000){
            wrapper.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits-0.2*bits);
            wrapper.le(CollegesSpecializedUsual::getLastYearLowestBit,bits);
            wrapper.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits-0.2*bits);
            wrapper.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
        }else if (bits<=30000){
            wrapper.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits-0.1*bits);
            wrapper.le(CollegesSpecializedUsual::getLastYearLowestBit,bits);
            wrapper.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits-0.1*bits);
            wrapper.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
        }else if (bits<=50000){
            wrapper.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits-0.08*bits);
            wrapper.le(CollegesSpecializedUsual::getLastYearLowestBit,bits);
            wrapper.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits-0.08*bits);
            wrapper.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
        }else if (bits<=100000){
            wrapper.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits-0.1*bits);
            wrapper.le(CollegesSpecializedUsual::getLastYearLowestBit,bits);
            wrapper.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits-0.1*bits);
            wrapper.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
        }else if (bits<=180000){
            wrapper.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits-0.05*bits);
            wrapper.le(CollegesSpecializedUsual::getLastYearLowestBit,bits);
            wrapper.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits-0.05*bits);
            wrapper.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
        }else if (bits<=270000){
            wrapper.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits-0.03*bits);
            wrapper.le(CollegesSpecializedUsual::getLastYearLowestBit,bits);
            wrapper.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits-0.03*bits);
            wrapper.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
        }else if (bits<=400000){
            wrapper.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits-0.08*bits);
            wrapper.le(CollegesSpecializedUsual::getLastYearLowestBit,bits);
            wrapper.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits-0.08*bits);
            wrapper.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
        }else if (bits<=550000){
            wrapper.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits-0.05*bits);
            wrapper.le(CollegesSpecializedUsual::getLastYearLowestBit,bits);
            wrapper.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits-0.05*bits);
            wrapper.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
        }else {
            wrapper.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits-0.08*bits);
            wrapper.le(CollegesSpecializedUsual::getLastYearLowestBit,bits);
            wrapper.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits-0.08*bits);
            wrapper.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
        }

        List<CollegesSpecializedUsual> oneCollegesSpecializedUsualList = collegesSpecializedUsualService.getBaseMapper().selectList(wrapper);

        for (int i = 0; i < oneCollegesSpecializedUsualList.size(); i++) {
            MockProbabilityDTO mockProbabilityDTO = new MockProbabilityDTO();
            CollegesSpecialized collegesSpecialized = collegesSpecializedService.getBaseMapper().selectById(oneCollegesSpecializedUsualList.get(i).getSpecializedId());
            Colleges colleges = collegesService.getBaseMapper().selectById(collegesSpecialized.getCollegesId());
            if (colleges!=null&&!colleges.equals("")) {
                BeanUtils.copyProperties(oneCollegesSpecializedUsualList.get(i),mockProbabilityDTO);
                BeanUtils.copyProperties(colleges, mockProbabilityDTO);
                BeanUtils.copyProperties(collegesSpecialized,mockProbabilityDTO);
            }
            LambdaQueryWrapper<Mock> wrapper5 = new LambdaQueryWrapper<>();
            wrapper5.eq(Mock::getUserId,id);
            wrapper5.eq(Mock::getMockId,collegesSpecialized.getId());
            Mock mock = mockService.getBaseMapper().selectOne(wrapper5);
            if (mock!=null&&!mock.equals("")){
                mockProbabilityDTO.setSort(mock.getSort());
                mockProbabilityDTO.setCollection(1);
            }else {
                mockProbabilityDTO.setSort(0);
                mockProbabilityDTO.setCollection(0);
            }
            mockProbabilityDTO.setStrategy("冲");
            if (colleges!=null&&!colleges.equals("")) {
                chongModelList.add(mockProbabilityDTO);
            }
        }
        List<MockProbabilityDTO> oneList = new ArrayList<>();
        Pattern pattern = Pattern.compile("不限");
        for (int i = 0; i < chongModelList.size(); i++) {
            Matcher matcher = pattern.matcher(chongModelList.get(i).getSubjectRequest());
            if(matcher.find()){
                oneList.add(chongModelList.get(i));
            }
        }
        Pattern patterntwo = Pattern.compile(one);
        for (int i = 0; i < chongModelList.size(); i++) {
            Matcher matcher = patterntwo.matcher(chongModelList.get(i).getSubjectRequest());
            if(matcher.find()){
                oneList.add(chongModelList.get(i));
            }
        }
        Pattern patternthree = Pattern.compile(two);
        for (int i = 0; i < chongModelList.size(); i++) {
            Matcher matcher = patternthree.matcher(chongModelList.get(i).getSubjectRequest());
            if(matcher.find()){
                oneList.add(chongModelList.get(i));
            }
        }
        Pattern patternfour = Pattern.compile(three);
        for (int i = 0; i < chongModelList.size(); i++) {
            Matcher matcher = patternfour.matcher(chongModelList.get(i).getSubjectRequest());
            if(matcher.find()){
                oneList.add(chongModelList.get(i));
            }
        }
        List<MockProbabilityDTO> chongList = oneList.stream().distinct().collect(Collectors.toList());



        LambdaQueryWrapper<CollegesSpecializedUsual> wrapper2 = new LambdaQueryWrapper<>();
        if (bits<=3000){
            wrapper2.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits);
            wrapper2.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.4*bits);
            wrapper2.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
            wrapper2.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.4*bits);
        }else if (bits<=8000){
            wrapper2.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits);
            wrapper2.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.2*bits);
            wrapper2.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
            wrapper2.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.2*bits);
        }else if (bits<=30000){
            wrapper2.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits);
            wrapper2.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.1*bits);
            wrapper2.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
            wrapper2.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.1*bits);
        }else if (bits<=50000){
            wrapper2.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits);
            wrapper2.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.12*bits);
            wrapper2.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
            wrapper2.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.12*bits);
        }else if (bits<=100000){
            wrapper2.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits);
            wrapper2.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.1*bits);
            wrapper2.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
            wrapper2.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.1*bits);
        }else if (bits<=180000){
            wrapper2.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.01*bits);
            wrapper2.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.07*bits);
            wrapper2.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.01*bits);
            wrapper2.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.07*bits);
        }else if (bits<=270000){
            wrapper2.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.01*bits);
            wrapper2.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.05*bits);
            wrapper2.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.01*bits);
            wrapper2.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.05*bits);
        }else if (bits<=400000){
            wrapper2.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits);
            wrapper2.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.15*bits);
            wrapper2.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
            wrapper2.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.15*bits);
        }else if (bits<=550000){
            wrapper2.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits);
            wrapper2.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.08*bits);
            wrapper2.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
            wrapper2.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.08*bits);
        }else {
            wrapper2.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits);
            wrapper2.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.15*bits);
            wrapper2.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
            wrapper2.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.15*bits);
        }

        List<CollegesSpecializedUsual> twoCollegesSpecializedUsualList = collegesSpecializedUsualService.getBaseMapper().selectList(wrapper2);
        for (int i = 0; i < twoCollegesSpecializedUsualList.size(); i++) {
            MockProbabilityDTO mockProbabilityDTO = new MockProbabilityDTO();
            CollegesSpecialized collegesSpecialized = collegesSpecializedService.getBaseMapper().selectById(twoCollegesSpecializedUsualList.get(i).getSpecializedId());
            Colleges colleges = collegesService.getBaseMapper().selectById(collegesSpecialized.getCollegesId());
            if (colleges!=null&&!colleges.equals("")) {
                BeanUtils.copyProperties(twoCollegesSpecializedUsualList.get(i),mockProbabilityDTO);
                BeanUtils.copyProperties(colleges, mockProbabilityDTO);
                BeanUtils.copyProperties(collegesSpecialized,mockProbabilityDTO);
            }
            LambdaQueryWrapper<Mock> wrapper6 = new LambdaQueryWrapper<>();
            wrapper6.eq(Mock::getUserId,id);
            wrapper6.eq(Mock::getMockId,collegesSpecialized.getId());
            Mock mock = mockService.getBaseMapper().selectOne(wrapper6);
            if (mock!=null&&!mock.equals("")){
                mockProbabilityDTO.setSort(mock.getSort());
                mockProbabilityDTO.setCollection(1);
            }else {
                mockProbabilityDTO.setSort(0);
                mockProbabilityDTO.setCollection(0);
            }
            mockProbabilityDTO.setStrategy("稳");
            if (colleges!=null&&!colleges.equals("")) {
                wenModelList.add(mockProbabilityDTO);
            }
        }

        List<MockProbabilityDTO> twoList = new ArrayList<>();
        Pattern pattern5 = Pattern.compile("不限");
        for (int i = 0; i < wenModelList.size(); i++) {
            Matcher matcher = pattern5.matcher(wenModelList.get(i).getSubjectRequest());
            if(matcher.find()){
                twoList.add(wenModelList.get(i));
            }
        }
        Pattern pattern6 = Pattern.compile(one);
        for (int i = 0; i < wenModelList.size(); i++) {
            Matcher matcher = pattern6.matcher(wenModelList.get(i).getSubjectRequest());
            if(matcher.find()){
                twoList.add(wenModelList.get(i));
            }
        }
        Pattern pattern7 = Pattern.compile(two);
        for (int i = 0; i < wenModelList.size(); i++) {
            Matcher matcher = pattern7.matcher(wenModelList.get(i).getSubjectRequest());
            if(matcher.find()){
                twoList.add(wenModelList.get(i));
            }
        }
        Pattern pattern8 = Pattern.compile(three);
        for (int i = 0; i < wenModelList.size(); i++) {
            Matcher matcher = pattern8.matcher(wenModelList.get(i).getSubjectRequest());
            if(matcher.find()){
                twoList.add(wenModelList.get(i));
            }
        }
        List<MockProbabilityDTO> wenList = twoList.stream().distinct().collect(Collectors.toList());

        LambdaQueryWrapper<CollegesSpecializedUsual> wrapper3 = new LambdaQueryWrapper<>();
        if (bits<=3000){
            wrapper3.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.4*bits);
            wrapper3.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.8*bits);
            wrapper3.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.4*bits);
            wrapper3.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.8*bits);
        }else if (bits<=8000){
            wrapper3.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.2*bits);
            wrapper3.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.4*bits);
            wrapper3.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.2*bits);
            wrapper3.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.4*bits);
        }else if (bits<=30000){
            wrapper3.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.1*bits);
            wrapper3.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.2*bits);
            wrapper3.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.1*bits);
            wrapper3.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.2*bits);
        }else if (bits<=50000){
            wrapper3.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.12*bits);
            wrapper3.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.25*bits);
            wrapper3.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.12*bits);
            wrapper3.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.25*bits);
        }else if (bits<=100000){
            wrapper3.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.1*bits);
            wrapper3.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.2*bits);
            wrapper3.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.1*bits);
            wrapper3.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.2*bits);
        }else if (bits<=180000){
            wrapper3.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.08*bits);
            wrapper3.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.13*bits);
            wrapper3.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.08*bits);
            wrapper3.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.13*bits);
        }else if (bits<=270000){
            wrapper3.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.05*bits);
            wrapper3.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.12*bits);
            wrapper3.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.05*bits);
            wrapper3.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.12*bits);
        }else if (bits<=400000){
            wrapper3.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.15*bits);
            wrapper3.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.3*bits);
            wrapper3.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.15*bits);
            wrapper3.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.3*bits);
        }else if (bits<=550000){
            wrapper3.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.08*bits);
            wrapper3.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.15*bits);
            wrapper3.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.08*bits);
            wrapper3.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.15*bits);
        }else {
            wrapper3.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.15*bits);
            wrapper3.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.3*bits);
            wrapper3.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.15*bits);
            wrapper3.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.3*bits);
        }

        List<CollegesSpecializedUsual> threeCollegesSpecializedUsualList = collegesSpecializedUsualService.getBaseMapper().selectList(wrapper3);
        for (int i = 0; i < threeCollegesSpecializedUsualList.size(); i++) {
            MockProbabilityDTO mockProbabilityDTO = new MockProbabilityDTO();

            CollegesSpecialized collegesSpecialized = collegesSpecializedService.getBaseMapper().selectById(threeCollegesSpecializedUsualList.get(i).getSpecializedId());
            Colleges colleges = collegesService.getBaseMapper().selectById(collegesSpecialized.getCollegesId());
            if (colleges!=null&&!colleges.equals("")) {
                BeanUtils.copyProperties(threeCollegesSpecializedUsualList.get(i),mockProbabilityDTO);
                BeanUtils.copyProperties(colleges, mockProbabilityDTO);
                BeanUtils.copyProperties(collegesSpecialized,mockProbabilityDTO);
            }
            LambdaQueryWrapper<Mock> wrapper4 = new LambdaQueryWrapper<>();
            wrapper4.eq(Mock::getUserId,id);
            wrapper4.eq(Mock::getMockId,collegesSpecialized.getId());
            Mock mock = mockService.getBaseMapper().selectOne(wrapper4);
            if (mock!=null&&!mock.equals("")){
                mockProbabilityDTO.setSort(mock.getSort());
                mockProbabilityDTO.setCollection(1);
            }else {
                mockProbabilityDTO.setSort(0);
                mockProbabilityDTO.setCollection(0);
            }
            mockProbabilityDTO.setStrategy("保");
            if (colleges!=null&&!colleges.equals("")) {
                baoModelList.add(mockProbabilityDTO);
            }
        }

        List<MockProbabilityDTO> threeList = new ArrayList<>();
        Pattern pattern9 = Pattern.compile("不限");
        for (int i = 0; i < baoModelList.size(); i++) {
            Matcher matcher = pattern9.matcher(baoModelList.get(i).getSubjectRequest());
            if(matcher.find()){
                threeList.add(baoModelList.get(i));
            }
        }
        Pattern pattern10 = Pattern.compile(one);
        for (int i = 0; i < baoModelList.size(); i++) {
            Matcher matcher = pattern10.matcher(baoModelList.get(i).getSubjectRequest());
            if(matcher.find()){
                threeList.add(baoModelList.get(i));
            }
        }
        Pattern pattern11 = Pattern.compile(two);
        for (int i = 0; i < baoModelList.size(); i++) {
            Matcher matcher = pattern11.matcher(baoModelList.get(i).getSubjectRequest());
            if(matcher.find()){
                threeList.add(baoModelList.get(i));
            }
        }
        Pattern pattern12 = Pattern.compile(three);
        for (int i = 0; i < baoModelList.size(); i++) {
            Matcher matcher = pattern12.matcher(baoModelList.get(i).getSubjectRequest());
            if(matcher.find()){
                threeList.add(baoModelList.get(i));
            }
        }
        List<MockProbabilityDTO> baoList = threeList.stream().distinct().collect(Collectors.toList());
//        pageModel.setPages(pageOne.getPages()+pageTwo.getPages()+pageThree.getPages());
//        pageModel.setTotal(pageOne.getTotal()+pageTwo.getTotal()+pageThree.getTotal());
//        pageModel.setRecords(modelList);
//        pageModel.setCurrent(current);
//        pageModel.setSize(modelList.size());
        return R.ok().data("chongModelList",chongList).data("chong",chongList.size()).
                data("wenModelList",wenList).
                data("wen",wenList.size()).
                data("baoModelList",baoList).data("bao",baoList.size());

    }

//    @ApiOperation("智能推荐志愿")
//    @GetMapping("intelligent/{current}")
//    public R intelligent(@ApiParam(name = "current",value = "当前页",required = true) @PathVariable Long current,
                         @RequestBody()
//                         HttpServletRequest request){
//        String token = request.getHeader("token");
//        String username = JwtTokenUtils.getUsername(token);
//        String user = redisTemplate.opsForValue().get("user" + username);
//        InfoVO infoVO = JSON.parseObject(user, InfoVO.class);
//        String id = infoVO.getId();
//        String scores = infoVO.getScores();
//        String bitsString = infoVO.getBits();
//        Integer bits = Integer.parseInt(bitsString);
//
//        Page<CollegesSpecializedUsual> page = new Page<>(current,10);
//        IPage<MockProbabilityDTO> pageModel = new Page<>();
//        List<MockProbabilityDTO> modelList = new ArrayList<>();
//        LambdaQueryWrapper<CollegesSpecializedUsual> wrapper = new LambdaQueryWrapper<>();
//        if (bits<=3000){
//            wrapper.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits-0.2*bits);
//            wrapper.le(CollegesSpecializedUsual::getLastYearLowestBit,bits);
//            wrapper.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits-0.2*bits);
//            wrapper.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
//        }else if (bits<=8000){
//            wrapper.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits-0.15*bits);
//            wrapper.le(CollegesSpecializedUsual::getLastYearLowestBit,bits);
//            wrapper.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits-0.15*bits);
//            wrapper.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
//        }else {
//            wrapper.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits-0.05*bits);
//            wrapper.le(CollegesSpecializedUsual::getLastYearLowestBit,bits);
//            wrapper.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits-0.05*bits);
//            wrapper.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
//        }
//
//        Page<CollegesSpecializedUsual> pageOne = collegesSpecializedUsualService.getBaseMapper().selectPage(page, wrapper);
//
//        for (int i = 0; i < pageOne.getRecords().size(); i++) {
//            MockProbabilityDTO mockProbabilityDTO = new MockProbabilityDTO();
//            CollegesSpecialized collegesSpecialized = collegesSpecializedService.getBaseMapper().selectById(pageOne.getRecords().get(i).getSpecializedId());
//            Colleges colleges = collegesService.getBaseMapper().selectById(collegesSpecialized.getCollegesId());
//            if (colleges!=null&&!colleges.equals("")) {
//                BeanUtils.copyProperties(pageOne.getRecords().get(i),mockProbabilityDTO);
//                BeanUtils.copyProperties(colleges, mockProbabilityDTO);
//                BeanUtils.copyProperties(collegesSpecialized,mockProbabilityDTO);
//            }
//            LambdaQueryWrapper<Mock> wrapper5 = new LambdaQueryWrapper<>();
//            wrapper5.eq(Mock::getUserId,id);
//            wrapper5.eq(Mock::getMockId,collegesSpecialized.getId());
//            Mock mock = mockService.getBaseMapper().selectOne(wrapper5);
//            if (mock!=null&&!mock.equals("")){
//                mockProbabilityDTO.setSort(mock.getSort());
//                mockProbabilityDTO.setCollection(1);
//            }else {
//                mockProbabilityDTO.setSort(0);
//                mockProbabilityDTO.setCollection(0);
//            }
//            mockProbabilityDTO.setStrategy("冲");
//            if (colleges!=null&&!colleges.equals("")) {
//                modelList.add(mockProbabilityDTO);
//            }
//        }
//
//        LambdaQueryWrapper<CollegesSpecializedUsual> wrapper2 = new LambdaQueryWrapper<>();
//        if (bits<=3000){
//            wrapper2.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits);
//            wrapper2.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.3*bits);
//            wrapper2.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
//            wrapper2.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.3*bits);
//        }else if (bits<=8000){
//            wrapper2.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits);
//            wrapper2.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.15*bits);
//            wrapper2.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
//            wrapper2.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.15*bits);
//        }else {
//            wrapper2.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits);
//            wrapper2.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.1*bits);
//            wrapper2.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
//            wrapper2.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.1*bits);
//        }
//
//        Page<CollegesSpecializedUsual> pageTwo = collegesSpecializedUsualService.getBaseMapper().selectPage(page, wrapper2);
//        for (int i = 0; i < pageTwo.getRecords().size(); i++) {
//            MockProbabilityDTO mockProbabilityDTO = new MockProbabilityDTO();
//
//            CollegesSpecialized collegesSpecialized = collegesSpecializedService.getBaseMapper().selectById(pageTwo.getRecords().get(i).getSpecializedId());
//            Colleges colleges = collegesService.getBaseMapper().selectById(collegesSpecialized.getCollegesId());
//            if (colleges!=null&&!colleges.equals("")) {
//                BeanUtils.copyProperties(pageTwo.getRecords().get(i),mockProbabilityDTO);
//                BeanUtils.copyProperties(colleges, mockProbabilityDTO);
//                BeanUtils.copyProperties(collegesSpecialized,mockProbabilityDTO);
//            }
//            LambdaQueryWrapper<Mock> wrapper6 = new LambdaQueryWrapper<>();
//            wrapper6.eq(Mock::getUserId,id);
//            wrapper6.eq(Mock::getMockId,collegesSpecialized.getId());
//            Mock mock = mockService.getBaseMapper().selectOne(wrapper6);
//            if (mock!=null&&!mock.equals("")){
//                mockProbabilityDTO.setSort(mock.getSort());
//                mockProbabilityDTO.setCollection(1);
//            }else {
//                mockProbabilityDTO.setSort(0);
//                mockProbabilityDTO.setCollection(0);
//            }
//            mockProbabilityDTO.setStrategy("稳");
//            if (colleges!=null&&!colleges.equals("")) {
//                modelList.add(mockProbabilityDTO);
//            }
//        }
//
//        LambdaQueryWrapper<CollegesSpecializedUsual> wrapper3 = new LambdaQueryWrapper<>();
//        if (bits<=3000){
//            wrapper3.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.3*bits);
//            wrapper3.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.8*bits);
//            wrapper3.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.3*bits);
//            wrapper3.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.8*bits);
//        }else if (bits<=8000){
//            wrapper3.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.15*bits);
//            wrapper3.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.35*bits);
//            wrapper3.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.15*bits);
//            wrapper3.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.35*bits);
//        }else {
//            wrapper3.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.1*bits);
//            wrapper3.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.15*bits);
//            wrapper3.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.1*bits);
//            wrapper3.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.15*bits);
//        }
//
//        Page<CollegesSpecializedUsual> pageThree = collegesSpecializedUsualService.getBaseMapper().selectPage(page, wrapper3);
//        for (int i = 0; i < pageThree.getRecords().size(); i++) {
//            MockProbabilityDTO mockProbabilityDTO = new MockProbabilityDTO();
//
//            CollegesSpecialized collegesSpecialized = collegesSpecializedService.getBaseMapper().selectById(pageThree.getRecords().get(i).getSpecializedId());
//            Colleges colleges = collegesService.getBaseMapper().selectById(collegesSpecialized.getCollegesId());
//            if (colleges!=null&&!colleges.equals("")) {
//                BeanUtils.copyProperties(pageThree.getRecords().get(i),mockProbabilityDTO);
//                BeanUtils.copyProperties(colleges, mockProbabilityDTO);
//                BeanUtils.copyProperties(collegesSpecialized,mockProbabilityDTO);
//            }
//            LambdaQueryWrapper<Mock> wrapper4 = new LambdaQueryWrapper<>();
//            wrapper4.eq(Mock::getUserId,id);
//            wrapper4.eq(Mock::getMockId,collegesSpecialized.getId());
//            Mock mock = mockService.getBaseMapper().selectOne(wrapper4);
//            if (mock!=null&&!mock.equals("")){
//                mockProbabilityDTO.setSort(mock.getSort());
//                mockProbabilityDTO.setCollection(1);
//            }else {
//                mockProbabilityDTO.setSort(0);
//                mockProbabilityDTO.setCollection(0);
//            }
//            mockProbabilityDTO.setStrategy("保");
//            if (colleges!=null&&!colleges.equals("")) {
//                modelList.add(mockProbabilityDTO);
//            }
//        }
//        pageModel.setPages(pageOne.getPages()+pageTwo.getPages()+pageThree.getPages());
//        pageModel.setTotal(pageOne.getTotal()+pageTwo.getTotal()+pageThree.getTotal());
//        pageModel.setRecords(modelList);
//        pageModel.setCurrent(current);
//        pageModel.setSize(modelList.size());
//        return R.ok().data("pageModel",pageModel).data("chong",pageOne.getTotal()).data("wen",pageTwo.getTotal()).data("bao",pageThree.getTotal());
//
//    }
//
//    @ApiOperation("智能推荐志愿")
//    @GetMapping("intelligent/{current}")
//    public R intelligent(@ApiParam(name = "current",value = "当前页",required = true) @PathVariable Long current,
//                         HttpServletRequest request){
//        String token = request.getHeader("token");
//        String username = JwtTokenUtils.getUsername(token);
//        String user = redisTemplate.opsForValue().get("user" + username);
//        InfoVO infoVO = JSON.parseObject(user, InfoVO.class);
//        String id = infoVO.getId();
//        String scores = infoVO.getScores();
//        String bitsString = infoVO.getBits();
//        Integer bits = Integer.parseInt(bitsString);
//
//        Page<CollegesSpecializedUsual> page = new Page<>(current,10);
//        IPage<MockProbabilityDTO> pageModel = new Page<>();
//        List<MockProbabilityDTO> modelList = new ArrayList<>();
//
//        LambdaQueryWrapper<CollegesSpecializedUsual> wrapper = new LambdaQueryWrapper<>();
//        wrapper.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits-0.05*bits);
//        wrapper.le(CollegesSpecializedUsual::getLastYearLowestBit,bits);
//        wrapper.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits-0.05*bits);
//        wrapper.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
//        Page<CollegesSpecializedUsual> pageOne = collegesSpecializedUsualService.getBaseMapper().selectPage(page, wrapper);
//        for (int i = 0; i < pageOne.getRecords().size(); i++) {
//            MockProbabilityDTO mockProbabilityDTO = new MockProbabilityDTO();
//
//            CollegesSpecialized collegesSpecialized = collegesSpecializedService.getBaseMapper().selectById(pageOne.getRecords().get(i).getSpecializedId());
//            Colleges colleges = collegesService.getBaseMapper().selectById(collegesSpecialized.getCollegesId());
//            if (colleges!=null&&!colleges.equals("")) {
//                BeanUtils.copyProperties(pageOne.getRecords().get(i),mockProbabilityDTO);
//                BeanUtils.copyProperties(colleges, mockProbabilityDTO);
//                BeanUtils.copyProperties(collegesSpecialized,mockProbabilityDTO);
//            }
//            LambdaQueryWrapper<Mock> wrapper3 = new LambdaQueryWrapper<>();
//            wrapper3.eq(Mock::getUserId,id);
//            wrapper3.eq(Mock::getMockId,collegesSpecialized.getId());
//            Mock mock = mockService.getBaseMapper().selectOne(wrapper3);
//            if (mock!=null&&!mock.equals("")){
//                mockProbabilityDTO.setSort(mock.getSort());
//                mockProbabilityDTO.setCollection(1);
//            }else {
//                mockProbabilityDTO.setSort(0);
//                mockProbabilityDTO.setCollection(0);
//            }
//            mockProbabilityDTO.setStrategy("冲");
//            if (colleges!=null&&!colleges.equals("")) {
//                modelList.add(mockProbabilityDTO);
//            }
//        }
//
//        pageModel.setPages(pageOne.getPages());
//        LambdaQueryWrapper<CollegesSpecializedUsual> wrapper2 = new LambdaQueryWrapper<>();
//        wrapper2.ge(CollegesSpecializedUsual::getLastYearLowestBit,bits);
//        wrapper2.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.1*bits);
//        wrapper2.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,bits);
//        wrapper2.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.1*bits);
//        Page<CollegesSpecializedUsual> pageTwo = collegesSpecializedUsualService.getBaseMapper().selectPage(page, wrapper2);
//        for (int i = 0; i < pageTwo.getRecords().size(); i++) {
//            MockProbabilityDTO mockProbabilityDTO = new MockProbabilityDTO();
//
//            CollegesSpecialized collegesSpecialized = collegesSpecializedService.getBaseMapper().selectById(pageTwo.getRecords().get(i).getSpecializedId());
//            Colleges colleges = collegesService.getBaseMapper().selectById(collegesSpecialized.getCollegesId());
//            if (colleges!=null&&!colleges.equals("")) {
//                BeanUtils.copyProperties(pageTwo.getRecords().get(i),mockProbabilityDTO);
//                BeanUtils.copyProperties(colleges, mockProbabilityDTO);
//                BeanUtils.copyProperties(collegesSpecialized,mockProbabilityDTO);
//            }
//            LambdaQueryWrapper<Mock> wrapper3 = new LambdaQueryWrapper<>();
//            wrapper3.eq(Mock::getUserId,id);
//            wrapper3.eq(Mock::getMockId,collegesSpecialized.getId());
//            Mock mock = mockService.getBaseMapper().selectOne(wrapper3);
//            if (mock!=null&&!mock.equals("")){
//                mockProbabilityDTO.setSort(mock.getSort());
//                mockProbabilityDTO.setCollection(1);
//            }else {
//                mockProbabilityDTO.setSort(0);
//                mockProbabilityDTO.setCollection(0);
//            }
//            mockProbabilityDTO.setStrategy("稳");
//            if (colleges!=null&&!colleges.equals("")) {
//                modelList.add(mockProbabilityDTO);
//            }
//        }
//
//        LambdaQueryWrapper<CollegesSpecializedUsual> wrapper3 = new LambdaQueryWrapper<>();
//        wrapper3.ge(CollegesSpecializedUsual::getLastYearLowestBit,+0.1*bits);
//        wrapper3.le(CollegesSpecializedUsual::getLastYearLowestBit,bits+0.15*bits);
//        wrapper3.ge(CollegesSpecializedUsual::getTwoYearsLowestBit,+0.1*bits);
//        wrapper3.le(CollegesSpecializedUsual::getTwoYearsLowestBit,bits+0.15*bits);
//        Page<CollegesSpecializedUsual> pageThree = collegesSpecializedUsualService.getBaseMapper().selectPage(page, wrapper3);
//        for (int i = 0; i < pageThree.getRecords().size(); i++) {
//            MockProbabilityDTO mockProbabilityDTO = new MockProbabilityDTO();
//
//            CollegesSpecialized collegesSpecialized = collegesSpecializedService.getBaseMapper().selectById(pageThree.getRecords().get(i).getSpecializedId());
//            Colleges colleges = collegesService.getBaseMapper().selectById(collegesSpecialized.getCollegesId());
//            if (colleges!=null&&!colleges.equals("")) {
//                BeanUtils.copyProperties(pageThree.getRecords().get(i),mockProbabilityDTO);
//                BeanUtils.copyProperties(colleges, mockProbabilityDTO);
//                BeanUtils.copyProperties(collegesSpecialized,mockProbabilityDTO);
//            }
//            LambdaQueryWrapper<Mock> wrapper4 = new LambdaQueryWrapper<>();
//            wrapper4.eq(Mock::getUserId,id);
//            wrapper4.eq(Mock::getMockId,collegesSpecialized.getId());
//            Mock mock = mockService.getBaseMapper().selectOne(wrapper4);
//            if (mock!=null&&!mock.equals("")){
//                mockProbabilityDTO.setSort(mock.getSort());
//                mockProbabilityDTO.setCollection(1);
//            }else {
//                mockProbabilityDTO.setSort(0);
//                mockProbabilityDTO.setCollection(0);
//            }
//            mockProbabilityDTO.setStrategy("保");
//            if (colleges!=null&&!colleges.equals("")) {
//                modelList.add(mockProbabilityDTO);
//            }
//        }
//
//        pageModel.setTotal(modelList.size());
//        pageModel.setRecords(modelList);
//        pageModel.setCurrent(current);
//        pageModel.setSize(10);
//        return R.ok().data("pageModel",pageModel);
//
//    }

}

相关推荐

最近更新

  1. TCP协议是安全的吗?

    2024-05-12 12:14:02       18 阅读
  2. 阿里云服务器执行yum,一直下载docker-ce-stable失败

    2024-05-12 12:14:02       19 阅读
  3. 【Python教程】压缩PDF文件大小

    2024-05-12 12:14:02       18 阅读
  4. 通过文章id递归查询所有评论(xml)

    2024-05-12 12:14:02       20 阅读

热门阅读

  1. 【入门】最短路径

    2024-05-12 12:14:02       10 阅读
  2. 【Python】items()方法的介绍和使用方式

    2024-05-12 12:14:02       13 阅读
  3. Sass详解

    2024-05-12 12:14:02       10 阅读
  4. React 学习-9-数据,绑定+refs

    2024-05-12 12:14:02       10 阅读
  5. Vue11 Vue3完结撒花

    2024-05-12 12:14:02       10 阅读
  6. AIGC全面介绍:探索人工智能通用计算的未来

    2024-05-12 12:14:02       11 阅读