伙伴匹配系统(移动端 H5 网站(APP 风格)基于Spring Boot 后端 + Vue3 - 05

伙伴匹配系统(移动端 H5 网站(APP 风格)基于Spring Boot 后端 + Vue3 - 05

项目地址:

@[toc]

系统(接口)设计

创建队伍

用户可以创建一个队伍,设置队伍的人数、队伍名称(标题)、描述、超时时间 PO

队长、剩余的人数

聊天?

公开 或 private 或加密

信息流中不展示已过期的队伍

  1. 请求参数是否为空?
  2. 是否登录,未登录不允许创建
  3. 校验信息
    1. 队伍人数>1且<=20
    2. 队伍标题<= 20
    3. 描述 <= 512
    4. status 是否公开(int)不传默认为(公开)
    5. 如果 status 是加密状态,一定要有密码,且密码<= 32
    6. 超时时间》当前时间
    7. 校验用户最多创建5个队伍
  4. 插入队伍信息到队伍表
  5. 插入用户=>队伍关系到关系表

加入不同的队伍,抢的不是同一个资源,就不需要,抢锁了。可以将锁的范围缩小一些。

用户和队伍 Id,都要锁一下。

  • 同一个用户,同时刻只允许你加入一个队伍,一个用户不可以一次性加入 10 个队伍。
  • sysnchronized 是(加在对象上的),String.valueOf(id).intern 表示根据 Id 是,每次生成的是同一个对象的地址,不会新 new 一个 String 对象,新 new 就是不同的对象,不同的锁了。
java 复制代码
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.baomidou.mybatisplus.extension.plugins.pagination.Page;
import com.rainbowsea.yupao.common.BaseResponse;
import com.rainbowsea.yupao.common.DeleteRequest;
import com.rainbowsea.yupao.common.ErrorCode;
import com.rainbowsea.yupao.utils.ResultUtils;
import com.rainbowsea.yupao.exception.BusinessException;
import com.rainbowsea.yupao.model.Team;
import com.rainbowsea.yupao.model.User;
import com.rainbowsea.yupao.model.UserTeam;
import com.rainbowsea.yupao.model.dto.TeamQuery;
import com.rainbowsea.yupao.model.request.TeamAddRequest;
import com.rainbowsea.yupao.model.request.TeamJoinRequest;
import com.rainbowsea.yupao.model.request.TeamQuitRequest;
import com.rainbowsea.yupao.model.request.TeamUpdateRequest;
import com.rainbowsea.yupao.model.vo.TeamUserVO;
import com.rainbowsea.yupao.service.TeamService;
import com.rainbowsea.yupao.service.UserService;
import com.rainbowsea.yupao.service.UserTeamService;
import io.swagger.annotations.Api;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.BeanUtils;
import org.springframework.web.bind.annotation.CrossOrigin;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.PostMapping;
import org.springframework.web.bind.annotation.RequestBody;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;

import javax.annotation.Resource;
import javax.servlet.http.HttpServletRequest;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.stream.Collectors;

@RestController
@RequestMapping("/team")
@Api("接口文档的一个别名处理定义 TeamController ")
@CrossOrigin(origins = {"http://localhost:5173","http://localhost:3000"})  // 配置前端访问路径的放行,可以配置多个
@Slf4j
public class TeamController {

    @Resource
    private UserService userService;

    @Resource
    private TeamService teamService;

    @Resource
    private UserTeamService userTeamService;


    /**
     * 插入 team 队伍,添加队伍
     *
     * @param teamAddRequest
     * @return teamId
     */
    @PostMapping("/add")
    public BaseResponse<Long> addTeam(@RequestBody TeamAddRequest teamAddRequest, HttpServletRequest request) {
        if (teamAddRequest == null) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR);
        }

        User loginUser = userService.getLoginUser(request);
        Team team = new Team();
        BeanUtils.copyProperties(teamAddRequest, team);
        long teamId = teamService.addTeam(team, loginUser);

        return ResultUtils.success(teamId);
    }

}
java 复制代码
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
import com.rainbowsea.yupao.common.ErrorCode;
import com.rainbowsea.yupao.exception.BusinessException;
import com.rainbowsea.yupao.mapper.TeamMapper;
import com.rainbowsea.yupao.model.Team;
import com.rainbowsea.yupao.model.User;
import com.rainbowsea.yupao.model.UserTeam;
import com.rainbowsea.yupao.model.dto.TeamQuery;
import com.rainbowsea.yupao.model.enums.TeamStatusEnum;
import com.rainbowsea.yupao.model.request.TeamJoinRequest;
import com.rainbowsea.yupao.model.request.TeamQuitRequest;
import com.rainbowsea.yupao.model.request.TeamUpdateRequest;
import com.rainbowsea.yupao.model.vo.TeamUserVO;
import com.rainbowsea.yupao.model.vo.UserVO;
import com.rainbowsea.yupao.service.TeamService;
import com.rainbowsea.yupao.service.UserService;
import com.rainbowsea.yupao.service.UserTeamService;
import org.apache.commons.lang3.StringUtils;
import org.redisson.api.RLock;
import org.redisson.api.RedissonClient;
import org.springframework.beans.BeanUtils;
import org.springframework.stereotype.Service;
import org.springframework.transaction.annotation.Transactional;
import org.springframework.util.CollectionUtils;

import javax.annotation.Resource;
import java.util.ArrayList;
import java.util.Date;
import java.util.List;
import java.util.Optional;
import java.util.concurrent.TimeUnit;

/**
 *
 */
@Service
public class TeamServiceImpl extends ServiceImpl<TeamMapper, Team>
        implements TeamService {

    @Resource
    private UserTeamService userTeamService;

    @Resource
    private UserService userService;

    @Resource
    private RedissonClient redissonClient;


    /***
     * 添加队伍
     * @param team 队伍
     * @param loginUser User 用户
     * @return
     */
    @Override
    @Transactional(rollbackFor = Exception.class)
    public long addTeam(Team team, User loginUser) {
        // 1. 请求参数是否为空?
        if (team == null) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR);
        }
        // 2. 是否登录,未登录不允许创建
        if (loginUser == null) {
            throw new BusinessException(ErrorCode.NOT_LOGIN);
        }
        final long userId = loginUser.getId();
        // 3. 校验信息
        //   1. 队伍人数 > 1 且 <= 20
        int maxNum = Optional.ofNullable(team.getMaxNum()).orElse(0);
        if (maxNum < 1 || maxNum > 20) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR, "队伍人数不满足要求");
        }
        //   2. 队伍标题 <= 20
        String name = team.getName();
        if (StringUtils.isBlank(name) || name.length() > 20) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR, "队伍标题不满足要求");
        }
        //   3. 描述 <= 512
        String description = team.getDescription();
        if (StringUtils.isNotBlank(description) && description.length() > 512) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR, "队伍描述过长");
        }
        //   4. status 是否公开(int)不传默认为 0(公开)
        int status = Optional.ofNullable(team.getStatus()).orElse(0);
        TeamStatusEnum statusEnum = TeamStatusEnum.getEnumByValue(status);
        if (statusEnum == null) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR, "队伍状态不满足要求");
        }
        //   5. 如果 status 是加密状态,一定要有密码,且密码 <= 32
        String password = team.getPassword();
        if (TeamStatusEnum.SECRET.equals(statusEnum)) {
            if (StringUtils.isBlank(password) || password.length() > 32) {
                throw new BusinessException(ErrorCode.PARAMS_ERROR, "密码设置不正确");
            }
        }
        // 6. 超时时间 > 当前时间
        Date expireTime = team.getExpireTime();
        if (new Date().after(expireTime)) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR, "超时时间 > 当前时间");
        }
        // 7. 校验用户最多创建 5 个队伍
        // todo 有 bug,可能同时创建 100 个队伍
        QueryWrapper<Team> queryWrapper = new QueryWrapper<>();
        queryWrapper.eq("userId", userId);
        long hasTeamNum = this.count(queryWrapper);
        if (hasTeamNum >= 5) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR, "用户最多创建 5 个队伍");
        }
        // 8. 插入队伍信息到队伍表
        team.setId(null);
        team.setUserId(userId);
        boolean result = this.save(team);
        Long teamId = team.getId();
        if (!result || teamId == null) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR, "创建队伍失败");
        }
        // 9. 插入用户  => 队伍关系到关系表
        UserTeam userTeam = new UserTeam();
        userTeam.setUserId(userId);
        userTeam.setTeamId(teamId);
        userTeam.setJoinTime(new Date());
        result = userTeamService.save(userTeam);
        if (!result) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR, "创建队伍失败");
        }
        return teamId;
    }


}

补充:事务注解

java 复制代码
@Transaction(rollbackFor = Exception.class)  // 在方法上添加上注解,启动事务控制
void public main() {
    
}

查询队伍列表

分页展示队伍列表,根据名称、最大人数等搜索队伍PO,信息流中不展示已过期的队伍。

  1. 从请求参数中取出队伍名称等查询条件,如果存在则作为查询条件
  2. 需要登录,才能查询
  3. 不展示已过期的队伍 (根据过期时间筛选)
  4. 可以通过某个关键词同时对名称和描述查询
  5. 只有管理员才能查看加密还有非公开的房间
  6. 关联查询已加入队伍的用户信息
  7. 关联查询已加入队伍的用户信息(可能会很耗费性能,建议大家用自己写SQL的方式实现)

自己写 SQL

java 复制代码
// 1. 自己写 SQL
// 查询队伍和创建人的信息
// select * from team t left join user u on t.userId = u.id
// 查询队伍和已加入队伍成员的信息
// select *
// from team t
//         left join user_team ut on t.id = ut.teamId
//         left join user u on ut.userId = u.id;
java 复制代码
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.baomidou.mybatisplus.extension.plugins.pagination.Page;
import com.rainbowsea.yupao.common.BaseResponse;
import com.rainbowsea.yupao.common.DeleteRequest;
import com.rainbowsea.yupao.common.ErrorCode;
import com.rainbowsea.yupao.utils.ResultUtils;
import com.rainbowsea.yupao.exception.BusinessException;
import com.rainbowsea.yupao.model.Team;
import com.rainbowsea.yupao.model.User;
import com.rainbowsea.yupao.model.UserTeam;
import com.rainbowsea.yupao.model.dto.TeamQuery;
import com.rainbowsea.yupao.model.request.TeamAddRequest;
import com.rainbowsea.yupao.model.request.TeamJoinRequest;
import com.rainbowsea.yupao.model.request.TeamQuitRequest;
import com.rainbowsea.yupao.model.request.TeamUpdateRequest;
import com.rainbowsea.yupao.model.vo.TeamUserVO;
import com.rainbowsea.yupao.service.TeamService;
import com.rainbowsea.yupao.service.UserService;
import com.rainbowsea.yupao.service.UserTeamService;
import io.swagger.annotations.Api;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.BeanUtils;
import org.springframework.web.bind.annotation.CrossOrigin;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.PostMapping;
import org.springframework.web.bind.annotation.RequestBody;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;

import javax.annotation.Resource;
import javax.servlet.http.HttpServletRequest;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.stream.Collectors;

@RestController
@RequestMapping("/team")
@Api("接口文档的一个别名处理定义 TeamController ")
@CrossOrigin(origins = {"http://localhost:5173","http://localhost:3000"})  // 配置前端访问路径的放行,可以配置多个
@Slf4j
public class TeamController {

    @Resource
    private UserService userService;

    @Resource
    private TeamService teamService;

    @Resource
    private UserTeamService userTeamService;

/**
     * 显示队伍列表,私有的不显示
     **/
    @GetMapping("/list")
    public BaseResponse<List<TeamUserVO>> listTeams(TeamQuery teamQuery, HttpServletRequest request) {
        if (teamQuery == null) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR);
        }
        boolean isAdmin = userService.isAdmin(request);
        // 1、查询队伍列表
        List<TeamUserVO> teamList = teamService.listTeams(teamQuery, isAdmin);
        final List<Long> teamIdList = teamList.stream().map(TeamUserVO::getId).collect(Collectors.toList());
        // 2、判断当前用户是否已加入队伍
        QueryWrapper<UserTeam> userTeamQueryWrapper = new QueryWrapper<>();
        try {
            User loginUser = userService.getLoginUser(request);
            userTeamQueryWrapper.eq("userId", loginUser.getId());
            userTeamQueryWrapper.in("teamId", teamIdList);
            List<UserTeam> userTeamList = userTeamService.list(userTeamQueryWrapper);
            // 已加入的队伍 id 集合
            Set<Long> hasJoinTeamIdSet = userTeamList.stream().map(UserTeam::getTeamId).collect(Collectors.toSet());
            teamList.forEach(team -> {
                boolean hasJoin = hasJoinTeamIdSet.contains(team.getId());
                team.setHasJoin(hasJoin);
            });
        } catch (Exception e) {
        }
        // 3、查询已加入队伍的人数
        QueryWrapper<UserTeam> userTeamJoinQueryWrapper = new QueryWrapper<>();
        userTeamJoinQueryWrapper.in("teamId", teamIdList);
        List<UserTeam> userTeamList = userTeamService.list(userTeamJoinQueryWrapper);
        // 队伍 id => 加入这个队伍的用户列表
        Map<Long, List<UserTeam>> teamIdUserTeamList = userTeamList.stream().collect(Collectors.groupingBy(UserTeam::getTeamId));
        teamList.forEach(team -> team.setHasJoinNum(teamIdUserTeamList.getOrDefault(team.getId(), new ArrayList<>()).size()));
        return ResultUtils.success(teamList);
    }
}
java 复制代码
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
import com.rainbowsea.yupao.common.ErrorCode;
import com.rainbowsea.yupao.exception.BusinessException;
import com.rainbowsea.yupao.mapper.TeamMapper;
import com.rainbowsea.yupao.model.Team;
import com.rainbowsea.yupao.model.User;
import com.rainbowsea.yupao.model.UserTeam;
import com.rainbowsea.yupao.model.dto.TeamQuery;
import com.rainbowsea.yupao.model.enums.TeamStatusEnum;
import com.rainbowsea.yupao.model.request.TeamJoinRequest;
import com.rainbowsea.yupao.model.request.TeamQuitRequest;
import com.rainbowsea.yupao.model.request.TeamUpdateRequest;
import com.rainbowsea.yupao.model.vo.TeamUserVO;
import com.rainbowsea.yupao.model.vo.UserVO;
import com.rainbowsea.yupao.service.TeamService;
import com.rainbowsea.yupao.service.UserService;
import com.rainbowsea.yupao.service.UserTeamService;
import org.apache.commons.lang3.StringUtils;
import org.redisson.api.RLock;
import org.redisson.api.RedissonClient;
import org.springframework.beans.BeanUtils;
import org.springframework.stereotype.Service;
import org.springframework.transaction.annotation.Transactional;
import org.springframework.util.CollectionUtils;

import javax.annotation.Resource;
import java.util.ArrayList;
import java.util.Date;
import java.util.List;
import java.util.Optional;
import java.util.concurrent.TimeUnit;

/**
 *
 */
@Service
public class TeamServiceImpl extends ServiceImpl<TeamMapper, Team>
        implements TeamService {

    @Resource
    private UserTeamService userTeamService;

    @Resource
    private UserService userService;

    @Resource
    private RedissonClient redissonClient;



    /**
     * 搜索队伍
     * @param teamQuery
     * @param isAdmin
     * @return
     */
    @Override
    public List<TeamUserVO> listTeams(TeamQuery teamQuery, boolean isAdmin) {
        QueryWrapper<Team> queryWrapper = new QueryWrapper<>();
        // 组合查询条件
        if (teamQuery != null) {
            Long id = teamQuery.getId();
            if (id != null && id > 0) {
                queryWrapper.eq("id", id);
            }
            List<Long> idList = teamQuery.getIdList();
            if (org.apache.commons.collections4.CollectionUtils.isNotEmpty(idList)) {
                queryWrapper.in("id", idList);
            }
            String searchText = teamQuery.getSearchText();
            if (StringUtils.isNotBlank(searchText)) {
                queryWrapper.and(qw -> qw.like("name", searchText).or().like("description", searchText));
            }
            String name = teamQuery.getName();
            if (StringUtils.isNotBlank(name)) {
                queryWrapper.like("name", name);
            }
            String description = teamQuery.getDescription();
            if (StringUtils.isNotBlank(description)) {
                queryWrapper.like("description", description);
            }
            Integer maxNum = teamQuery.getMaxNum();
            // 查询最大人数相等的
            if (maxNum != null && maxNum > 0) {
                queryWrapper.eq("maxNum", maxNum);
            }
            Long userId = teamQuery.getUserId();
            // 根据创建人来查询
            if (userId != null && userId > 0) {
                queryWrapper.eq("userId", userId);
            }
            // 根据状态来查询
            Integer status = teamQuery.getStatus();
            TeamStatusEnum statusEnum = TeamStatusEnum.getEnumByValue(status);
            if (statusEnum == null) {
                statusEnum = TeamStatusEnum.PUBLIC;
            }
            if (!isAdmin && statusEnum.equals(TeamStatusEnum.PRIVATE)) {
                throw new BusinessException(ErrorCode.NO_AUTH);
            }
            queryWrapper.eq("status", statusEnum.getValue());
        }
        // 不展示已过期的队伍
        // expireTime is null or expireTime > now()
        queryWrapper.and(qw -> qw.gt("expireTime", new Date()).or().isNull("expireTime"));
        List<Team> teamList = this.list(queryWrapper);
        if (org.apache.commons.collections4.CollectionUtils.isEmpty(teamList)) {
            return new ArrayList<>();
        }
        List<TeamUserVO> teamUserVOList = new ArrayList<>();
        // 关联查询创建人的用户信息
        for (Team team : teamList) {
            Long userId = team.getUserId();
            if (userId == null) {
                continue;
            }
            User user = userService.getById(userId);
            TeamUserVO teamUserVO = new TeamUserVO();
            BeanUtils.copyProperties(team, teamUserVO);
            // 脱敏用户信息
            if (user != null) {
                UserVO userVO = new UserVO();
                BeanUtils.copyProperties(user, userVO);
                teamUserVO.setCreateUser(userVO);
            }
            teamUserVOList.add(teamUserVO);
        }
        return teamUserVOList;
    }
        }
}

修改队伍信息

  1. 判断请求参数是否为空
  2. 查询队伍是否存在
  3. 只有管理员或者队伍的创建者可以修改
  4. 如果用户传入的新值和老值一致,就不用update了 (可自行实现,降低数据库使用次数)
  5. 如果队伍状态改为加密,必须要有密码
  6. 更新成功
java 复制代码
    /**
     * 更新队伍内容
     *
     * @param teamUpdateRequest teamUpdateRequest 对象
     * @return Boolean 更新成功 true,否则 false
     */
    @PostMapping("/update")
    public BaseResponse<Boolean> updateTeam(@RequestBody TeamUpdateRequest teamUpdateRequest, HttpServletRequest request) {
        if (teamUpdateRequest == null) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR);
        }

        User loginUser = userService.getLoginUser(request);
        boolean result = teamService.updateTeam(teamUpdateRequest, loginUser);


        if (!result) {
            throw new BusinessException(ErrorCode.SYSTEM_ERROR, "更新失败");
        }

        return ResultUtils.success(true);
    }
java 复制代码
    /**
     * 更新队伍
     * @param teamUpdateRequest
     * @param loginUser
     * @return
     */
    @Override
    public boolean updateTeam(TeamUpdateRequest teamUpdateRequest, User loginUser) {
        if (teamUpdateRequest == null) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR);
        }
        Long id = teamUpdateRequest.getId();
        if (id == null || id <= 0) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR);
        }
        Team oldTeam = this.getById(id);
        if (oldTeam == null) {
            throw new BusinessException(ErrorCode.NULL_ERROR, "队伍不存在");
        }
        // 只有管理员或者队伍的创建者可以修改
        if (!oldTeam.getUserId().equals(loginUser.getId()) && !userService.isAdmin(loginUser)) {
            throw new BusinessException(ErrorCode.NO_AUTH);
        }
        TeamStatusEnum statusEnum = TeamStatusEnum.getEnumByValue(teamUpdateRequest.getStatus());
        if (statusEnum.equals(TeamStatusEnum.SECRET)) {
            if (StringUtils.isBlank(teamUpdateRequest.getPassword())) {
                throw new BusinessException(ErrorCode.PARAMS_ERROR, "加密房间必须要设置密码");
            }
        }
        Team updateTeam = new Team();
        BeanUtils.copyProperties(teamUpdateRequest, updateTeam);
        return this.updateById(updateTeam);
    }

用户可以加入队伍

其他人、未满、未过期,允许加入多个队伍,但是要有个上限PO

  1. 用户最多加入 5个队伍
  2. 队伍必须存在,只能加入未满、未过期的队伍
  3. 不能加入自己的队伍,不能重复加入已加入的队伍 (幂等性)
  4. 禁止加入私有的队伍
  5. 如果加入的队伍是加密的,必须密码匹配才可以
  6. 新增队伍-用户关联信息

注意,一定要加上事务注解!!!!

java 复制代码
    /**
     * 加入队伍
     * @param teamJoinRequest
     * @param request
     * @return BaseResponse<Boolean>
     */
    @PostMapping("/join")
    public BaseResponse<Boolean> joinTeam(@RequestBody TeamJoinRequest teamJoinRequest, HttpServletRequest request) {
        if (teamJoinRequest == null) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR);
        }
        User loginUser = userService.getLoginUser(request);
        boolean result = teamService.joinTeam(teamJoinRequest, loginUser);
        return ResultUtils.success(result);
    }
java 复制代码
    /**
     * 加入队伍
     *
     * @param teamJoinRequest
     * @param loginUser
     * @return boolean
     */
    @Override
    public boolean joinTeam(TeamJoinRequest teamJoinRequest, User loginUser) {
        if (teamJoinRequest == null) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR);
        }
        Long teamId = teamJoinRequest.getTeamId();
        Team team = getTeamById(teamId);
        Date expireTime = team.getExpireTime();
        if (expireTime != null && expireTime.before(new Date())) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR, "队伍已过期");
        }
        Integer status = team.getStatus();
        TeamStatusEnum teamStatusEnum = TeamStatusEnum.getEnumByValue(status);
        if (TeamStatusEnum.PRIVATE.equals(teamStatusEnum)) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR, "禁止加入私有队伍");
        }
        String password = teamJoinRequest.getPassword();
        if (TeamStatusEnum.SECRET.equals(teamStatusEnum)) {
            if (StringUtils.isBlank(password) || !password.equals(team.getPassword())) {
                throw new BusinessException(ErrorCode.PARAMS_ERROR, "密码错误");
            }
        }
        // 该用户已加入的队伍数量
        long userId = loginUser.getId();
        // 只有一个线程能获取到锁
        RLock lock = redissonClient.getLock("yupao:join_team");
        try {
            // 抢到锁并执行
            while (true) {
                if (lock.tryLock(0, -1, TimeUnit.MILLISECONDS)) {
                    System.out.println("getLock: " + Thread.currentThread().getId());
                    QueryWrapper<UserTeam> userTeamQueryWrapper = new QueryWrapper<>();
                    userTeamQueryWrapper.eq("userId", userId);
                    long hasJoinNum = userTeamService.count(userTeamQueryWrapper);
                    if (hasJoinNum > 5) {
                        throw new BusinessException(ErrorCode.PARAMS_ERROR, "最多创建和加入 5 个队伍");
                    }
                    // 不能重复加入已加入的队伍
                    userTeamQueryWrapper = new QueryWrapper<>();
                    userTeamQueryWrapper.eq("userId", userId);
                    userTeamQueryWrapper.eq("teamId", teamId);
                    long hasUserJoinTeam = userTeamService.count(userTeamQueryWrapper);
                    if (hasUserJoinTeam > 0) {
                        throw new BusinessException(ErrorCode.PARAMS_ERROR, "用户已加入该队伍");
                    }
                    // 已加入队伍的人数
                    long teamHasJoinNum = this.countTeamUserByTeamId(teamId);
                    if (teamHasJoinNum >= team.getMaxNum()) {
                        throw new BusinessException(ErrorCode.PARAMS_ERROR, "队伍已满");
                    }
                    // 修改队伍信息
                    UserTeam userTeam = new UserTeam();
                    userTeam.setUserId(userId);
                    userTeam.setTeamId(teamId);
                    userTeam.setJoinTime(new Date());
                    return userTeamService.save(userTeam);
                }
            }
        } catch (InterruptedException e) {
            log.error("doCacheRecommendUser error", e);
            return false;
        } finally {
            // 只能释放自己的锁
            if (lock.isHeldByCurrentThread()) {
                System.out.println("unLock: " + Thread.currentThread().getId());
                lock.unlock();
            }
        }
    }

用户可以退出队伍

请求参数:用户 ID

  1. 校验队伍是否存在
  2. 校验我是否已加入队伍
  3. 如果队伍
    1. 只剩一人,队伍解散,(只剩一人,说明本身自己就是队长)
    2. 还有其他人
    3. 如果是队长退出队伍,权限转移给第二早加入的用户一一先来后到(只用取id最小的2 条数据)
    4. 非队长,自己退出队伍
java 复制代码
    /**
     * 退出队伍,
     * @param teamQuitRequest
     * @param request
     * @return  BaseResponse<Boolean>
     */
    @PostMapping("/quit")
    public BaseResponse<Boolean> quitTeam(@RequestBody TeamQuitRequest teamQuitRequest, HttpServletRequest request) {
        if (teamQuitRequest == null) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR);
        }
        User loginUser = userService.getLoginUser(request);
        boolean result = teamService.quitTeam(teamQuitRequest, loginUser);

        return ResultUtils.success(result);
    }
java 复制代码
 /**
     * 退出队伍
     * @param teamQuitRequest
     * @param loginUser
     * @return
     */
    @Override
    @Transactional(rollbackFor = Exception.class)  // 添加上事务
    public boolean quitTeam(TeamQuitRequest teamQuitRequest, User loginUser) {
        if (teamQuitRequest == null) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR);
        }
        Long teamId = teamQuitRequest.getTeamId();
        Team team = this.getById(teamId);
        //Team team = getTeamById(teamId);
        long userId = loginUser.getId();
        UserTeam queryUserTeam = new UserTeam();
        queryUserTeam.setTeamId(teamId);
        queryUserTeam.setUserId(userId);
        QueryWrapper<UserTeam> queryWrapper = new QueryWrapper<>(queryUserTeam);
        long count = userTeamService.count(queryWrapper);
        if (count == 0) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR, "未加入队伍");
        }
        long teamHasJoinNum = this.countTeamUserByTeamId(teamId);
        // 队伍只剩一人,解散
        if (teamHasJoinNum == 1) {
            // 删除队伍
            this.removeById(teamId);
        } else {
            // 队伍还剩至少两人
            // 是队长
            if (team.getUserId() == userId) {
                // 把队伍转移给最早加入的用户
                // 1. 查询已加入队伍的所有用户和加入时间
                QueryWrapper<UserTeam> userTeamQueryWrapper = new QueryWrapper<>();
                userTeamQueryWrapper.eq("teamId", teamId);
                userTeamQueryWrapper.last("order by id asc limit 2");
                List<UserTeam> userTeamList = userTeamService.list(userTeamQueryWrapper);
                if (CollectionUtils.isEmpty(userTeamList) || userTeamList.size() <= 1) {
                    throw new BusinessException(ErrorCode.SYSTEM_ERROR);
                }
                UserTeam nextUserTeam = userTeamList.get(1);
                Long nextTeamLeaderId = nextUserTeam.getUserId();
                // 更新当前队伍的队长
                Team updateTeam = new Team();
                updateTeam.setId(teamId);
                updateTeam.setUserId(nextTeamLeaderId);
                boolean result = this.updateById(updateTeam);
                if (!result) {
                    throw new BusinessException(ErrorCode.SYSTEM_ERROR, "更新队伍队长失败");
                }
            }
        }
        // 移除关系
        return userTeamService.remove(queryWrapper);
    }

队长可以解散队伍

请求参数:队伍 id

业务流程:

  1. 校验请求参数
  2. 校验队伍是否存在
  3. 校验你是不是队伍的队长
  4. 移除所有加入队伍的关联信息
  5. 删除队伍
java 复制代码
    /**
     * 删除队伍,移除队伍
     *
     * @param deleteRequest 队伍的 id
     * @return Boolean 移除成功 true,否则 false
     */
    @PostMapping("/delete")
    public BaseResponse<Boolean> deleteTeam(@RequestBody DeleteRequest deleteRequest, HttpServletRequest request) {
        if (deleteRequest == null || deleteRequest.getId() <= 0) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR);
        }
        long id = deleteRequest.getId();
        User loginUser = userService.getLoginUser(request);
        boolean result = teamService.deleteTeam(id, loginUser);
        if (!result) {
            throw new BusinessException(ErrorCode.SYSTEM_ERROR, "删除失败");
        }
        return ResultUtils.success(true);
    }
java 复制代码
    /**
     * 删除队伍
     * @param id 队伍中队长的 ID
     * @param loginUser
     * @return
     */
    @Override
    @Transactional(rollbackFor = Exception.class)
    public boolean deleteTeam(long id, User loginUser) {
        // 校验队伍是否存在
        Team team = this.getTeamById(id);
        Long teamId = team.getId();
        // 校验你是不是队伍的队长
        if (!team.getUserId().equals(loginUser.getId())) {
            throw new BusinessException(ErrorCode.NO_AUTH, "不是队长,无权限删除");
        }

        // 移除所有加入队伍的关联信息
        QueryWrapper<UserTeam> userTeamQueryWrapper = new QueryWrapper<>();
        userTeamQueryWrapper.eq("teamId", teamId);
        boolean result = userTeamService.remove(userTeamQueryWrapper);
        if(!result) {
            throw new BusinessException(ErrorCode.SYSTEM_ERROR,"删除队伍关联信息失败");
        }
        // 删除队伍
        return this.removeById(teamId);

    }

获取当前用户创建的队伍:包括:私有的,公开的,加密的,只要是自己创建的

java 复制代码
    /**
     * 获取当前用户创建的队伍:包括:私有的,公开的,加密的,只要是自己创建的
     * @param teamQuery
     * @param request
     * @return
     * @Author: RainbowSea
     */
    @GetMapping("/list/my/create")
    public BaseResponse<List<TeamUserVO>> listMyCreateTeams(TeamQuery teamQuery, HttpServletRequest request) {
        if (teamQuery == null) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR);
        }

        // 获取当前登录用户
        User loginUser = userService.getLoginUser(request);

        // 设置查询条件,查询当前用户创建的团队
        teamQuery.setUserId(loginUser.getId());

        // 构建查询条件
        QueryWrapper<Team> queryWrapper = new QueryWrapper<>();
        queryWrapper.eq("userId", teamQuery.getUserId()); // 根据 `userId` 字段进行查询

        // 查询所有队伍
        List<Team> teamList = teamService.list(queryWrapper);

        // 转换为 TeamUserVO 并加入必要字段
        List<TeamUserVO> teamUserVOList = teamList.stream()
                .map(team -> {
                    TeamUserVO teamUserVO = new TeamUserVO();
                    teamUserVO.setId(team.getId());
                    teamUserVO.setName(team.getName());
                    teamUserVO.setDescription(team.getDescription());
                    teamUserVO.setUserId(team.getUserId());
                    teamUserVO.setCreateTime(team.getCreateTime());
                    teamUserVO.setUpdateTime(team.getUpdateTime());
                    teamUserVO.setMaxNum(team.getMaxNum());
                    teamUserVO.setExpireTime(team.getExpireTime());
                    teamUserVO.setDescription(team.getDescription());
                    teamUserVO.setStatus(team.getStatus());
                    // 其他字段的映射
                    return teamUserVO;
                }).collect(Collectors.toList());

        // 获取当前用户已加入的队伍
        List<Long> teamIdList = teamUserVOList.stream().map(TeamUserVO::getId).collect(Collectors.toList());

        QueryWrapper<UserTeam> userTeamQueryWrapper = new QueryWrapper<>();
        try {
            userTeamQueryWrapper.eq("userId", loginUser.getId());
            userTeamQueryWrapper.in("teamId", teamIdList);
            List<UserTeam> userTeamList = userTeamService.list(userTeamQueryWrapper);
            // 已加入的队伍 id 集合
            Set<Long> hasJoinTeamIdSet = userTeamList.stream().map(UserTeam::getTeamId).collect(Collectors.toSet());
            teamUserVOList.forEach(team -> {
                boolean hasJoin = hasJoinTeamIdSet.contains(team.getId());
                team.setHasJoin(hasJoin);
            });
        } catch (Exception e) {
            // 处理异常情况,日志记录等
        }

        // 查询已加入队伍的人数
        QueryWrapper<UserTeam> userTeamJoinQueryWrapper = new QueryWrapper<>();
        userTeamJoinQueryWrapper.in("teamId", teamIdList);
        List<UserTeam> userTeamList = userTeamService.list(userTeamJoinQueryWrapper);

        // 队伍 id => 加入这个队伍的用户列表
        Map<Long, List<UserTeam>> teamIdUserTeamList = userTeamList.stream()
                .collect(Collectors.groupingBy(UserTeam::getTeamId));

        teamUserVOList.forEach(team ->
                team.setHasJoinNum(teamIdUserTeamList.getOrDefault(team.getId(), new ArrayList<>()).size())
        );

        // 返回所有队伍信息
        return ResultUtils.success(teamUserVOList);
    }

获取当前用户加入的队伍,包括:私有的,公开的,加密的,只要是自己加入的

java 复制代码
    /**
     * 获取当前用户加入的队伍
     * 包括:私有的,公开的,加密的,只要是自己加入的
     * @Author: RainbowSea
     */
    @GetMapping("/list/my/join")
    public BaseResponse<List<TeamUserVO>> listMyJoinTeams(TeamQuery teamQuery, HttpServletRequest request) {
        if (teamQuery == null) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR);
        }

        // 获取当前登录用户
        User loginUser = userService.getLoginUser(request);

        // 先查询用户已加入的队伍
        QueryWrapper<UserTeam> queryWrapper = new QueryWrapper<>();
        queryWrapper.eq("userId", loginUser.getId());
        List<UserTeam> userTeamList = userTeamService.list(queryWrapper);

        // 提取不重复的队伍 ID
        Map<Long, List<UserTeam>> listMap = userTeamList.stream().collect(Collectors.groupingBy(UserTeam::getTeamId));
        ArrayList<Long> idList = new ArrayList<>(listMap.keySet());

        // 设置查询条件,只查询当前用户已加入的队伍
        teamQuery.setIdList(idList);

        // 构建查询条件
        QueryWrapper<Team> teamQueryWrapper = new QueryWrapper<>();
        if (teamQuery.getIdList() != null && !teamQuery.getIdList().isEmpty()) {
            teamQueryWrapper.in("id", teamQuery.getIdList());  // 根据队伍ID查询
        }

        // 如果有搜索条件,加入搜索条件
        if (teamQuery.getSearchText() != null && !teamQuery.getSearchText().isEmpty()) {
            teamQueryWrapper.like("name", teamQuery.getSearchText())  // 根据队伍名称进行模糊搜索
                    .or().like("description", teamQuery.getSearchText());  // 或者根据队伍描述进行模糊搜索
        }

        // 分页处理
        teamQueryWrapper.last("LIMIT " + ((teamQuery.getPageNum() - 1) * teamQuery.getPageSize()) + ", " + teamQuery.getPageSize());

        // 查询队伍列表
        List<Team> teamList = teamService.list(teamQueryWrapper);

        // 转换为 TeamUserVO 并加入必要字段
        List<TeamUserVO> teamUserVOList = teamList.stream()
                .map(team -> {
                    TeamUserVO teamUserVO = new TeamUserVO();
                    teamUserVO.setId(team.getId());
                    teamUserVO.setName(team.getName());
                    teamUserVO.setDescription(team.getDescription());
                    teamUserVO.setUserId(team.getUserId());
                    teamUserVO.setCreateTime(team.getCreateTime());
                    teamUserVO.setUpdateTime(team.getUpdateTime());
                    teamUserVO.setMaxNum(team.getMaxNum());
                    teamUserVO.setExpireTime(team.getExpireTime());
                    teamUserVO.setStatus(team.getStatus());
                    // 其他字段的映射
                    return teamUserVO;
                }).collect(Collectors.toList());

        // 获取当前用户已加入的队伍
        Set<Long> hasJoinTeamIdSet = userTeamList.stream().map(UserTeam::getTeamId).collect(Collectors.toSet());
        teamUserVOList.forEach(team -> {
            boolean hasJoin = hasJoinTeamIdSet.contains(team.getId());
            team.setHasJoin(hasJoin);  // 是否已经加入
        });

        // 查询已加入队伍的人数
        QueryWrapper<UserTeam> userTeamJoinQueryWrapper = new QueryWrapper<>();
        userTeamJoinQueryWrapper.in("teamId", idList);
        List<UserTeam> userTeamListForCount = userTeamService.list(userTeamJoinQueryWrapper);

        // 队伍 ID => 加入该队伍的用户列表
        Map<Long, List<UserTeam>> teamIdUserTeamList = userTeamListForCount.stream()
                .collect(Collectors.groupingBy(UserTeam::getTeamId));

        teamUserVOList.forEach(team ->
                team.setHasJoinNum(teamIdUserTeamList.getOrDefault(team.getId(), new ArrayList<>()).size())  // 设置已加入人数
        );

        // 返回所有队伍信息
        return ResultUtils.success(teamUserVOList);
    }

推荐算法:随机匹配

需求背景:为了帮助大家更快的发现和自己新区相同的朋友。

思考:匹配 1 个还是匹配多个。

答:匹配多个,并且按照匹配的相似度从高到低排序

思考:怎么匹配?(根据什么匹配)

答:这里我们根据用户 user 表当中设置的 tags 属性进行匹配。

还可以根据 user_team 匹配加入相同队伍的用户。

问题本质:找到有相似标签的用户

举例:

  • 用户 A: 【Java,大一,男】
  • 用户 B: 【Java,大二,男】
  • 用户 C: 【Python,大二,女】
  • 用户 D: 【Java,大一,女】

怎么匹配?

  1. 找到有共同标签最多的用户(ToPN)
  2. 共同标签越多,分数越高,排在越前面
  3. 如果没有匹配的用户,随机推荐几个(降级方案)

两种算法:

  1. 编辑距离算法: blog.csdn.net/DBC_121/art...

最小编辑距离:就是一个字符串 1 通过对其字符串最少多少次增删改字符的操作可以变成 字符串 2(一样的)

  1. 余弦相似度算法:(如果需要为对应标签带权重进行计算,比如:学什么方向最重要,性别相对次要)

这里我们采用的是编辑距离算法:

java 复制代码
package com.rainbowsea.yupao.utils;

import java.util.Collections;
import java.util.List;
import java.util.Objects;

/**
 * 算法工具类
 * 编辑距离算法(用于计算最相似的两组标签)
 * 原理:https://blog.csdn.net/DBC_121/article/details/104198838
 *
 */
public class AlgorithmUtils {

    /**
     * 编辑距离算法(用于计算最相似的两组标签)
     * 原理:https://blog.csdn.net/DBC_121/article/details/104198838
     *
     * @param tagList1
     * @param tagList2
     * @return
     */
    public static int minDistance(List<String> tagList1, List<String> tagList2) {
        // 在开始计算的时候,进行一个排序,让其中的tag 标签的内容,是相同等内容排序比较对比
        Collections.sort(tagList1);
        Collections.sort(tagList2);
        int n = tagList1.size();
        int m = tagList2.size();

        if (n * m == 0) {
            return n + m;
        }

        int[][] d = new int[n + 1][m + 1];
        for (int i = 0; i < n + 1; i++) {
            d[i][0] = i;
        }

        for (int j = 0; j < m + 1; j++) {
            d[0][j] = j;
        }

        for (int i = 1; i < n + 1; i++) {
            for (int j = 1; j < m + 1; j++) {
                int left = d[i - 1][j] + 1;
                int down = d[i][j - 1] + 1;
                int left_down = d[i - 1][j - 1];
                if (!Objects.equals(tagList1.get(i - 1), tagList2.get(j - 1))) {
                    left_down += 1;
                }
                d[i][j] = Math.min(left, Math.min(down, left_down));
            }
        }
        return d[n][m];
    }


    /**
     * 编辑距离算法(用于计算最相似的两个字符串)
     * 原理:https://blog.csdn.net/DBC_121/article/details/104198838
     *
     * @param word1
     * @param word2
     * @return
     */
    public static int minDistance(String word1, String word2) {
        int n = word1.length();
        int m = word2.length();

        if (n * m == 0) {
            return n + m;
        }

        int[][] d = new int[n + 1][m + 1];
        for (int i = 0; i < n + 1; i++) {
            d[i][0] = i;
        }

        for (int j = 0; j < m + 1; j++) {
            d[0][j] = j;
        }

        for (int i = 1; i < n + 1; i++) {
            for (int j = 1; j < m + 1; j++) {
                int left = d[i - 1][j] + 1;
                int down = d[i][j - 1] + 1;
                int left_down = d[i - 1][j - 1];
                if (word1.charAt(i - 1) != word2.charAt(j - 1)) {
                    left_down += 1;
                }
                d[i][j] = Math.min(left, Math.min(down, left_down));
            }
        }
        return d[n][m];
    }
}

怎么对所有用户匹配,取 TOP ?

直接取出所有用户,依次和当前用计算分数,取 TOPN (50W 花费 54 秒 )

优化方法:

  1. 切忌不要在数据量大的时候循环输出日志(取消掉日志后 20 秒),这里指的是 MyBatisPlus 的输出日志在 yaml 当中的配置。
  2. Map 存了所有的分数信息,占用内存。

**解决:**维护一个固定长度的有序集合(sortedSet),只需要保留分数最高的几个用户集合(利用时间换空间)

eg: 【5,3,4,6,7】 取 TOP 5 即可,id 为 1 的用户就不用放进去了。

细节:

  1. 剔除自己,自己不需要匹配查询
  2. 尽量只查需要的数据:
    1. 过滤掉标签为空的用户
    2. 根据部分标签用户(前提是能区分出来那个标签比较重要)
    3. 只查需要的数据(比如只查 Id 和 tags ),不要用 * 。
  3. 提前查?(使用定时任务)
    1. 提前把所有用户给缓存(不适用于经常更新的数据)
    2. 提前运算出来结果,缓存(针对一些重点用户,提前缓存)

类比大数据推荐机制:

大数据推荐场景:比如说有几十亿个商品,难道要查出来所有的商品?难道要对所有的数据计算一遍相似度?

大数据推荐流程:

  • 检索---> 召回---> 粗排---> 精排---> 重排序等等等。
  • 检索:尽可能多的查符合要求的数据(比如:按记录查)
  • 召回:查询可能要用到的数据(不做运算)
  • 粗排:粗略排序,简单地运算(运算相对轻量)
  • 精排:精细排序,确定固定排位

这里我们使用的方式:

java 复制代码
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.baomidou.mybatisplus.extension.plugins.pagination.Page;
import com.rainbowsea.yupao.common.BaseResponse;
import com.rainbowsea.yupao.common.ErrorCode;
import com.rainbowsea.yupao.utils.ResultUtils;
import com.rainbowsea.yupao.exception.BusinessException;
import com.rainbowsea.yupao.model.User;
import com.rainbowsea.yupao.model.request.UserLoginRequest;
import com.rainbowsea.yupao.model.request.UserRegisterRequest;
import com.rainbowsea.yupao.service.UserService;
import io.swagger.annotations.Api;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.StringUtils;
import org.springframework.data.redis.core.RedisTemplate;
import org.springframework.data.redis.core.ValueOperations;
import org.springframework.util.CollectionUtils;
import org.springframework.web.bind.annotation.CrossOrigin;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.PostMapping;
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 java.util.concurrent.TimeUnit;

import javax.annotation.Resource;
import javax.servlet.http.HttpServletRequest;
import java.util.ArrayList;
import java.util.List;
import java.util.stream.Collectors;

import static com.rainbowsea.yupao.contant.UserConstant.USER_LOGIN_STATE;

@RestController
@RequestMapping("/user")
@Api("接口文档的一个别名处理定义 UserController")
@CrossOrigin(origins = {"http://localhost:5173","http://localhost:3000"})  // 配置前端访问路径的放行,可以配置多个
@Slf4j
public class UserController {


    @Resource
    private UserService userService;

    @Resource
    private RedisTemplate<String, Object> redisTemplate;
    /**
     * 获取最匹配的用户
     *
     * @param num
     * @param request
     * @return
     */
    @GetMapping("/match")
    public BaseResponse<List<User>> matchUsers(long num, HttpServletRequest request) {
        if (num <= 0 || num > 20) {
            throw new BusinessException(ErrorCode.PARAMS_ERROR);
        }
        User user = userService.getLoginUser(request);
        return ResultUtils.success(userService.matchUsers(num, user));
    }

}
java 复制代码
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
import com.google.gson.Gson;
import com.google.gson.reflect.TypeToken;
import com.rainbowsea.yupao.common.ErrorCode;
import com.rainbowsea.yupao.contant.UserConstant;
import com.rainbowsea.yupao.exception.BusinessException;
import com.rainbowsea.yupao.model.User;
import com.rainbowsea.yupao.service.UserService;
import com.rainbowsea.yupao.mapper.UserMapper;
import com.rainbowsea.yupao.utils.AlgorithmUtils;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.StringUtils;
import org.apache.commons.math3.util.Pair;
import org.apache.poi.ss.formula.functions.Now;
import org.springframework.stereotype.Service;
import org.springframework.util.CollectionUtils;
import org.springframework.util.DigestUtils;

import javax.annotation.Resource;
import javax.servlet.http.HttpServletRequest;

import java.util.ArrayList;
import java.util.HashSet;
import java.util.List;
import java.util.Map;
import java.util.Optional;
import java.util.Set;
import java.util.stream.Collectors;

import static com.rainbowsea.yupao.contant.UserConstant.USER_LOGIN_STATE;

/**
 * @author RainbowSea
 * @description 针对表【user(用户)】的数据库操作Service实现
 * @createDate 2025-04-14 16:03:21
 */
@Service
@Slf4j
public class UserServiceImpl extends ServiceImpl<UserMapper, User>
        implements UserService {

    /**
     * 加盐 混淆,让密码更加没有规律,更加安全一些
     */
    private static final String SALT = "rainbowsea";


    @Resource
    private UserMapper userMapper;



    /**
     * 推荐(前端心动模式)的推荐算法,推荐用户
     * @param num
     * @param loginUser
     * @return
     */
    @Override
    public List<User> matchUsers(long num, User loginUser) {
        QueryWrapper<User> queryWrapper = new QueryWrapper<>();
        queryWrapper.select("id", "tags");
        queryWrapper.isNotNull("tags");
        List<User> userList = this.list(queryWrapper);
        String tags = loginUser.getTags();
        Gson gson = new Gson();
        List<String> tagList = gson.fromJson(tags, new TypeToken<List<String>>() {
        }.getType());
        // 用户列表的下标 => 相似度
        List<Pair<User, Long>> list = new ArrayList<>();
        // 依次计算所有用户和当前用户的相似度
        for (int i = 0; i < userList.size(); i++) {
            User user = userList.get(i);
            String userTags = user.getTags();
            // 无标签或者为当前用户自己
            if (StringUtils.isBlank(userTags) || user.getId().equals(loginUser.getId())) {
                continue;
            }
            List<String> userTagList = gson.fromJson(userTags, new TypeToken<List<String>>() {
            }.getType());
            // 计算分数
            long distance = AlgorithmUtils.minDistance(tagList, userTagList);
            list.add(new Pair<>(user, distance));
        }
        // 按编辑距离由小到大排序
        List<Pair<User, Long>> topUserPairList = list.stream()
                .sorted((a, b) -> (int) (a.getValue() - b.getValue()))
                .limit(num)
                .collect(Collectors.toList());
        // 原本顺序的 userId 列表
        List<Long> userIdList = topUserPairList.stream().map(pair -> pair.getKey().getId()).collect(Collectors.toList());
        QueryWrapper<User> userQueryWrapper = new QueryWrapper<>();
        userQueryWrapper.in("id", userIdList);
        // 1, 3, 2
        // User1、User2、User3
        // 1 => User1, 2 => User2, 3 => User3
        Map<Long, List<User>> userIdUserListMap = this.list(userQueryWrapper)
                .stream()
                .map(user -> getSafetyUser(user))
                .collect(Collectors.groupingBy(User::getId));
        List<User> finalUserList = new ArrayList<>();
        for (Long userId : userIdList) {
            finalUserList.add(userIdUserListMap.get(userId).get(0));
        }
        return finalUserList;
    }
}
java 复制代码
package com.rainbowsea.yupao.utils;

import java.util.Collections;
import java.util.List;
import java.util.Objects;

/**
 * 算法工具类
 * 编辑距离算法(用于计算最相似的两组标签)
 * 原理:https://blog.csdn.net/DBC_121/article/details/104198838
 *
 */
public class AlgorithmUtils {

    /**
     * 编辑距离算法(用于计算最相似的两组标签)
     * 原理:https://blog.csdn.net/DBC_121/article/details/104198838
     *
     * @param tagList1
     * @param tagList2
     * @return
     */
    public static int minDistance(List<String> tagList1, List<String> tagList2) {
        // 在开始计算的时候,进行一个排序,让其中的tag 标签的内容,是相同等内容排序比较对比
        Collections.sort(tagList1);
        Collections.sort(tagList2);
        int n = tagList1.size();
        int m = tagList2.size();

        if (n * m == 0) {
            return n + m;
        }

        int[][] d = new int[n + 1][m + 1];
        for (int i = 0; i < n + 1; i++) {
            d[i][0] = i;
        }

        for (int j = 0; j < m + 1; j++) {
            d[0][j] = j;
        }

        for (int i = 1; i < n + 1; i++) {
            for (int j = 1; j < m + 1; j++) {
                int left = d[i - 1][j] + 1;
                int down = d[i][j - 1] + 1;
                int left_down = d[i - 1][j - 1];
                if (!Objects.equals(tagList1.get(i - 1), tagList2.get(j - 1))) {
                    left_down += 1;
                }
                d[i][j] = Math.min(left, Math.min(down, left_down));
            }
        }
        return d[n][m];
    }


    /**
     * 编辑距离算法(用于计算最相似的两个字符串)
     * 原理:https://blog.csdn.net/DBC_121/article/details/104198838
     *
     * @param word1
     * @param word2
     * @return
     */
    public static int minDistance(String word1, String word2) {
        int n = word1.length();
        int m = word2.length();

        if (n * m == 0) {
            return n + m;
        }

        int[][] d = new int[n + 1][m + 1];
        for (int i = 0; i < n + 1; i++) {
            d[i][0] = i;
        }

        for (int j = 0; j < m + 1; j++) {
            d[0][j] = j;
        }

        for (int i = 1; i < n + 1; i++) {
            for (int j = 1; j < m + 1; j++) {
                int left = d[i - 1][j] + 1;
                int down = d[i][j - 1] + 1;
                int left_down = d[i - 1][j - 1];
                if (word1.charAt(i - 1) != word2.charAt(j - 1)) {
                    left_down += 1;
                }
                d[i][j] = Math.min(left, Math.min(down, left_down));
            }
        }
        return d[n][m];
    }
}

分表学习建议:

mycat,sharding sphere 框架

一致性 hash 算法

前端简单的功能调整

权限整理

  • 加入队伍按钮:仅非队伍创建人、且未加入队伍的人可见
  • 更新队伍按钮:仅创建人可见
  • 解散队伍按钮:仅创建人可见
  • 退出队伍按钮:创建人不可见,仅已加入队伍的人可见
  1. 仅加入队伍和创建队伍的人能看到队伍操作按钮(listTeam接口要能获取我加入的队伍状态)

方案1:前端查询我加入了哪些队伍列表,然后判断每个队伍id 是否在列表中(前端要多发一次请

求)

方案 2:在后端去做上述事情 (推荐)

解决:使用router.beforeEach,根据要跳转页面的url 路径匹配 config/routes 配置的 title 字段。

  1. 前端导航栏死【标题】问题,实时动态显示前端标题信息
  2. 没有登录无法查询信息,强制登录,自动跳转到登录页,

解决:axios 全局配置响应拦截、并且添加重定向

  1. 区分公开和加密房间;加入有密码的房间,要指定密码
  2. 展示已加入队伍人数

最后:

"在这个最后的篇章中,我要表达我对每一位读者的感激之情。你们的关注和回复是我创作的动力源泉,我从你们身上吸取了无尽的灵感与勇气。我会将你们的鼓励留在心底,继续在其他的领域奋斗。感谢你们,我们总会在某个时刻再次相遇。"

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