统计bug和验证优化

jiangqs

2023-06-28 efe79e640c4598f52c2d1032fcead000edf8049e

 ruoyi-modules/ruoyi-member/src/main/java/com/ruoyi/member/service/impl/member/MemberServiceImpl.java

@@ -1,21 +1,19 @@
package com.ruoyi.member.service.impl.member;
import com.google.common.collect.Lists;
import java.util.Date;

import cn.binarywang.wx.miniapp.api.WxMaService;
import cn.binarywang.wx.miniapp.bean.WxMaJscode2SessionResult;
import com.alibaba.fastjson.JSONObject;
import com.baomidou.mybatisplus.core.conditions.Wrapper;
import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
import com.baomidou.mybatisplus.core.conditions.segments.MergeSegments;
import com.baomidou.mybatisplus.core.toolkit.Wrappers;
import com.baomidou.mybatisplus.extension.plugins.pagination.Page;
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
import com.ruoyi.common.core.exception.ServiceException;
import com.ruoyi.common.core.utils.DateUtils;
import com.ruoyi.common.core.utils.StringUtils;
import com.ruoyi.common.core.utils.bean.BeanUtils;
import com.ruoyi.common.core.utils.uuid.IdUtils;
import com.ruoyi.common.redis.service.RedisService;
import com.ruoyi.common.security.utils.CodeFactoryUtil;
import com.ruoyi.common.security.utils.SecurityUtils;
import com.ruoyi.member.domain.dto.*;
import com.ruoyi.member.domain.pojo.member.IntegralRecord;
@@ -24,34 +22,26 @@
import com.ruoyi.member.domain.vo.*;
import com.ruoyi.member.mapper.member.MemberMapper;
import com.ruoyi.member.service.member.*;
import com.ruoyi.member.util.CodeFactoryUtil;
import com.ruoyi.member.util.HttpUtils;
import com.ruoyi.system.api.domain.dto.AppMiniRegisterDto;
import com.ruoyi.system.api.domain.poji.config.Activeness;
import com.ruoyi.system.api.domain.vo.AppMiniRegisterVo;
import com.ruoyi.system.api.service.RemoteConfigService;
import com.ruoyi.system.api.service.RemoteOrderService;
import com.ruoyi.system.api.service.RemoteShopService;
import com.ruoyi.system.api.service.RemoteUserService;
import com.ruoyi.system.api.constant.AppErrorConstant;
import com.ruoyi.system.api.constant.SecurityConstant;
import com.ruoyi.system.api.domain.dto.AppEditUserDto;
import com.ruoyi.system.api.domain.dto.AppMemberBindingDto;
import com.ruoyi.system.api.domain.dto.AppMemberGoodsTypeDto;
import com.ruoyi.system.api.domain.dto.*;
import com.ruoyi.system.api.domain.poji.config.Activeness;
import com.ruoyi.system.api.domain.poji.config.SysTag;
import com.ruoyi.system.api.domain.poji.member.Member;
import com.ruoyi.system.api.domain.poji.shop.Shop;
import com.ruoyi.system.api.domain.poji.sys.SysUser;
import com.ruoyi.system.api.domain.vo.AppOrderTotalVo;
import com.ruoyi.system.api.domain.vo.*;
import com.ruoyi.system.api.model.AppMiniLoginDto;
import com.ruoyi.system.api.model.AppMiniLoginVo;
import io.swagger.models.auth.In;
import com.ruoyi.system.api.service.RemoteConfigService;
import com.ruoyi.system.api.service.RemoteOrderService;
import com.ruoyi.system.api.service.RemoteShopService;
import com.ruoyi.system.api.service.RemoteUserService;
import lombok.extern.log4j.Log4j2;
import com.ruoyi.common.core.utils.StringUtils;
import org.apache.commons.lang3.ArrayUtils;
import org.apache.http.HttpResponse;
import org.apache.http.util.EntityUtils;
import org.springframework.data.redis.core.StringRedisTemplate;
import org.springframework.stereotype.Service;

import javax.annotation.Resource;
@@ -112,6 +102,11 @@
    @Resource
    private MemberArchiveService memberArchiveService;

    @Resource
    private RemoteShopService remoteShopService;

    @Resource
    private RemoteOrderService remoteOrderService;

    /**
     * @description: TODO
@@ -401,6 +396,9 @@
    @Override
    public void updateMemberBinding(AppMemberBindingDto appMemberBindingDto){
        Member member = this.getByUserId(appMemberBindingDto.getUserId());
        if(member.getBindingFlag()==0){
            member.setBindingTime(new Date());
        }
        member.setBindingFlag(appMemberBindingDto.getBindingFlag());
        member.setRelationShopId(appMemberBindingDto.getShopId());
        member.setRelationShopName(appMemberBindingDto.getShopName());
@@ -518,7 +516,9 @@
            member.setWxUnionid(null);
            member.setMiniOpenid(null);
            member.setBindingFlag(1);
            member.setRelationShopId(merMemberAddDto.getShopId());
            member.setBindingTime(new Date());
            Shop shop = remoteShopService.getShop(merMemberAddDto.getShopId()).getData();
            member.setRelationShopName(shop.getShopName());
            member.setCustomerSource("商户添加");
            member.setCreateTime(new Date());
            log.info("member-----------------"+member.toString());
@@ -651,7 +651,7 @@
     * @return
     */
    private String createMemberNo(){
        int memberTotal = memberMapper.selectCount(new LambdaQueryWrapper<Member>().eq(Member::getDelFlag, 0));
        int memberTotal = memberMapper.selectCount(new LambdaQueryWrapper<Member>());
        String memberNo = CodeFactoryUtil.getMemberNo(Long.valueOf(memberTotal+1));
        return memberNo;
    }
@@ -666,15 +666,20 @@
    @Override
    public List<MgtMemberPageVo> pageMgtMember(Page page,MgtMemberPageDto merMemberPageDto){
        List<Activeness> activenessList = remoteConfigService.listActiveness().getData();
        Date nowDay = DateUtils.getNowDate();
        //处理活跃度筛选
        if(activenessList!=null&&!activenessList.isEmpty()){
            for(Activeness activeness : activenessList){
               if(activeness.getActivenessId().equals(merMemberPageDto.getActivenessId())){
                   merMemberPageDto.setActStartDate(DateUtils.addDays(nowDay,activeness.getEndDay()));
                   merMemberPageDto.setActEndDate(DateUtils.addDays(nowDay,activeness.getStartDay()));
               }
            }
        Date nowDay = new Date();
        if(merMemberPageDto.getActivenessId()!=null){
            //处理活跃度筛选
            activenessList.stream()
                    .filter(activeness -> activeness.getActivenessId().equals(merMemberPageDto.getActivenessId()))
                    .findFirst()
                    .ifPresent(activeness -> {
                        merMemberPageDto.setActStartDate(DateUtils.parseDateToStr("yyyy-MM-dd",DateUtils.addDays(nowDay, activeness.getEndDay())));
                        merMemberPageDto.setActEndDate(DateUtils.parseDateToStr("yyyy-MM-dd",DateUtils.addDays(nowDay, activeness.getStartDay())));
                    });
        }
        //处理标签为正则表达
        if(StringUtils.isNotBlank(merMemberPageDto.getMemberTags())){
            merMemberPageDto.setMemberTags(merMemberPageDto.getMemberTags().replace(",","|"));
        }
        //查询获取结果列表
        List<MgtMemberPageVo> memberPageVoList = memberMapper.pageMgtMember(page, merMemberPageDto);
@@ -718,14 +723,21 @@
     */
    @Override
    public void editMemberRelationShop(MgtMemberRelEditDto mgtMemberRelEditDto){
        Member member = this.getByUserId(mgtMemberRelEditDto.getMemberUserId());
        Shop shop = shopService.getShop(mgtMemberRelEditDto.getShopId()).getData();
        member.setRelationShopId(shop.getShopId());
        member.setRelationShopName(shop.getShopName());
        member.setBindingFlag(1);
        member.setUpdateTime(new Date());
        member.setUpdateUserId(mgtMemberRelEditDto.getUserId());
        this.saveOrUpdate(member);
        if(StringUtils.isNotBlank(mgtMemberRelEditDto.getMemberUserIds())){
            Shop shop = shopService.getShop(mgtMemberRelEditDto.getShopId()).getData();
            String memberUserIds = mgtMemberRelEditDto.getMemberUserIds();
            String[] memberUserIdArr = memberUserIds.split(",");
            for(String str : memberUserIdArr){
                Member member = this.getByUserId(Long.valueOf(str));
                member.setRelationShopId(shop.getShopId());
                member.setRelationShopName(shop.getShopName());
                member.setBindingFlag(1);
                member.setBindingTime(new Date());
                member.setUpdateTime(new Date());
                member.setUpdateUserId(mgtMemberRelEditDto.getUserId());
                this.saveOrUpdate(member);
            }
        }
    }


@@ -735,11 +747,17 @@
     */
    @Override
    public void deleteMemberRelationShop(MgtMemberRelDelDto mgtMemberRelDelDto){
        Member member = this.getById(mgtMemberRelDelDto.getMemberUserId());
        member.setBindingFlag(0);
        member.setUpdateTime(new Date());
        member.setUpdateUserId(mgtMemberRelDelDto.getUserId());
        this.saveOrUpdate(member);
        if(StringUtils.isNotBlank(mgtMemberRelDelDto.getMemberUserIds())) {
            String memberUserIds = mgtMemberRelDelDto.getMemberUserIds();
            String[] memberUserIdArr = memberUserIds.split(",");
            for(String str : memberUserIdArr) {
                Member member = this.getByUserId(Long.valueOf(str));
                member.setBindingFlag(0);
                member.setUpdateTime(new Date());
                member.setUpdateUserId(mgtMemberRelDelDto.getUserId());
                this.saveOrUpdate(member);
            }
        }
    }

    /**
@@ -748,14 +766,22 @@
     */
    @Override
    public void editMemberIntegral(MgtMemberIntEditDto mgtMemberIntEditDto){
        MemberIntegralChangeDto memberIntegralChangeDto = new MemberIntegralChangeDto();
        Member member = this.getByUserId(mgtMemberIntEditDto.getMemberUserId());
        memberIntegralChangeDto.setMemberId(member.getMemberId());
        memberIntegralChangeDto.setChangeType(1);
        memberIntegralChangeDto.setRecordType(3);
        memberIntegralChangeDto.setIntegral(mgtMemberIntEditDto.getIntegral());
        //调用积分变动
        memberIntegralChange(memberIntegralChangeDto);
        if(StringUtils.isNotBlank(mgtMemberIntEditDto.getMemberUserIds())) {
            String memberUserIds = mgtMemberIntEditDto.getMemberUserIds();
            String[] memberUserIdArr = memberUserIds.split(",");
            MemberIntegralChangeDto memberIntegralChangeDto;
            for(String str : memberUserIdArr) {
                memberIntegralChangeDto = new MemberIntegralChangeDto();
                Member member = this.getByUserId(Long.valueOf(str));
                memberIntegralChangeDto.setUserId(Long.valueOf(str));
                memberIntegralChangeDto.setMemberId(member.getMemberId());
                memberIntegralChangeDto.setChangeType(1);
                memberIntegralChangeDto.setRecordType(3);
                memberIntegralChangeDto.setIntegral(mgtMemberIntEditDto.getIntegral());
                //调用积分变动
                memberIntegralChange(memberIntegralChangeDto);
            }
        }
    }


@@ -793,6 +819,7 @@
        //记录变动
        IntegralRecord integralRecord = new IntegralRecord();
        integralRecord.setDelFlag(0);
        integralRecord.setUserId(memberIntegralChangeDto.getUserId());
        integralRecord.setChangeType(recordType);
        if(changeType==1){
            integralRecord.setChangeIntegral(integer);
@@ -856,4 +883,320 @@
        mgtMemberGetVo.setMemberTags(member.getUserTags());
        return mgtMemberGetVo;
    }

    /**
     * @description  删除标签
     * @author  jqs
     * @date    2023/6/8 15:18
     * @param memberTag
     * @return  void
     */
    @Override
    public void deleteMemberTag(String memberTag){
        memberMapper.deleteMemberTag(memberTag);
    }

    /**
     * @description  通过发送类型获取userId
     * @author  jqs
     * @date    2023/6/13 17:53
     * @param sendType
     * @return  List<Long>
     */
    @Override
    public List<Long> listIdBySendType(Integer sendType){
        //1.手动领取2.全部用户3.会员用户4非会员用户5自定义
        return memberMapper.listIdBySendType(sendType);
    }

    /**
     * @description  通过ids获取用户简易返回
     * @author  jqs
     * @date    2023/6/16 11:06
     * @param userIds
     * @return  List<MgtSimpleMemberVo>
     */
    @Override
    public List<MgtSimpleMemberVo> listSimpleVoByIds(String userIds){
        return memberMapper.listSimpleVoByIds(userIds);
    }

    /**
     * @description
     * @author  jqs
     * @date    2023/6/16 12:41
     * @param mgtUserIdByKeywordDto
     * @return  MgtUserIdByKeywordVo
     */
    @Override
    public MgtUserIdByKeywordVo getUserIdByKeyword(MgtUserIdByKeywordDto mgtUserIdByKeywordDto){
        MgtUserIdByKeywordVo mgtUserIdByKeywordVo = new MgtUserIdByKeywordVo();
        List<Long> userIdList = memberMapper.getUserIdByKeyword(mgtUserIdByKeywordDto);
        if(userIdList!=null&&!userIdList.isEmpty()){
            String userIdStr = userIdList.stream()
                    .map(Object::toString)
                    .collect(Collectors.joining(","));
            mgtUserIdByKeywordVo.setUserIds(userIdStr);
        }
        return mgtUserIdByKeywordVo;
    }

    /**
     * @description boardMemberTotal
     * @param
     * @return MgtBulletinBoardVo
     * @author jqs34
     * @date 2023/6/18 16:45
     */
    @Override
    public MgtBulletinBoardVo boardMemberTotal(){
        MgtBulletinBoardVo mgtBulletinBoardVo = new MgtBulletinBoardVo();
        mgtBulletinBoardVo.setMemberTotal(memberMapper.memberTotal());
        mgtBulletinBoardVo.setMemberToday(memberMapper.memberToday());
        return mgtBulletinBoardVo;
    }

    /**
     * @description  会员人数统计
     * @author  jqs
     * @date    2023/6/19 15:26
     * @param
     * @return  MgtTotalMemberTotalVo
     */
    @Override
    public MgtTotalMemberTotalVo getTotalMemberTotal(MgtBaseShopDto mgtBaseShopDto){
        Date nowDay = DateUtils.getNowDate();
        // 获取店铺ID
        Long shopId = mgtBaseShopDto.getShopId();
        // 获取总会员数和不同年龄段的会员数
        MgtTotalMemberTotalVo mgtTotalMemberTotalVo = memberMapper.getTotalMemberTotal(mgtBaseShopDto);
        MgtAgeTotalVo mgtAgeTotalVo = memberMapper.getTotalMemberTotalAge(mgtBaseShopDto);
        // 年龄段数组
        String[] ageKey = {"<20", "21-30", "31-40", "41-50", ">50"};
        // 不同年龄段的会员数数组
        Integer[] ageValue = {mgtAgeTotalVo.getTenAge(), mgtAgeTotalVo.getTwentyAge(), mgtAgeTotalVo.getThirtyAge(), mgtAgeTotalVo.getFortyAge(), mgtAgeTotalVo.getFiftyAge()};
        // 设置年龄段数组和不同年龄段的会员数数组
        mgtTotalMemberTotalVo.setAgeKey(ageKey);
        mgtTotalMemberTotalVo.setAgeValue(ageValue);
        // 获取不同护理类型的会员数
        List<MgtMapTotalVo> nurseTotalVos = memberMapper.getTotalMemberTotalNurse(mgtBaseShopDto);
        if (nurseTotalVos != null && nurseTotalVos.size() > 0) {
            nurseTotalVos = listRemoveNull(nurseTotalVos);
            mgtTotalMemberTotalVo.setNurseTotalVos(nurseTotalVos);
        }
        // 获取不同商品类型的会员数
        List<MgtMapTotalVo> goodsTypeTotalVos = memberMapper.getTotalMemberTotalGoodsType(mgtBaseShopDto);
        if (goodsTypeTotalVos != null && goodsTypeTotalVos.size() > 0) {
            goodsTypeTotalVos = listRemoveNull(goodsTypeTotalVos);
            mgtTotalMemberTotalVo.setGoodsTypeTotalVos(goodsTypeTotalVos);
        }
        // 获取不同活跃度的会员数
        List<Activeness> activenessList = remoteConfigService.listActiveness().getData();
        if (activenessList != null && !activenessList.isEmpty()) {
            Activeness activeness;
            String actStartDate;
            String actEndDate;
            Integer count;
            List<MgtMapTotalVo> mgtMapTotalVoList = new ArrayList<>();
            MgtMapTotalVo mgtMapTotalVo;
            // 遍历不同活跃度列表，设置活跃度数组和对应的会员数数组
            for (int i = 0; i < activenessList.size(); i++) {
                activeness = activenessList.get(i);
                actStartDate = DateUtils.parseDateToStr("yyyy-MM-dd", DateUtils.addDays(nowDay, activeness.getEndDay()));
                actEndDate = DateUtils.parseDateToStr("yyyy-MM-dd", DateUtils.addDays(nowDay, activeness.getStartDay()));
                count = memberMapper.getTotalMemberTotalActiveness(shopId, actStartDate, actEndDate);
                mgtMapTotalVo = new MgtMapTotalVo();
                mgtMapTotalVo.setMapKey(activeness.getActivenessName());
                mgtMapTotalVo.setMapValue(count);
                mgtMapTotalVoList.add(mgtMapTotalVo);
            }
            mgtTotalMemberTotalVo.setActivenessList(mgtMapTotalVoList);
        }
        //获取会员消费排名
        List<MgtMapTotalVo> memberPayList = memberMapper.getTotalMemberRankPay(mgtBaseShopDto);
        if (memberPayList != null && memberPayList.size() > 0) {
            memberPayList = listRemoveNull(memberPayList);
            mgtTotalMemberTotalVo.setMemberPayList(memberPayList);
        }
        //获取来源渠道排名
        List<MgtMapTotalVo> customerSourceList = memberMapper.getTotalMemberRankCustomerSource(mgtBaseShopDto);
        if (customerSourceList != null && customerSourceList.size() > 0) {
            customerSourceList = listRemoveNull(customerSourceList);
            mgtTotalMemberTotalVo.setCustomerSourceList(customerSourceList);
        }
        // 返回总会员数和不同类型会员数的统计结果
        return mgtTotalMemberTotalVo;
    }


    /**
     * @description
     * @author  jqs
     * @date    2023/6/20 11:42
     * @param mgtActivityAgeDto
     * @return  List<Long>
     */
    @Override
    public List<Long> listUserIdByAge(MgtActivityAgeDto mgtActivityAgeDto){
        List<Long> userIdList = memberMapper.listUserIdByAge(mgtActivityAgeDto);
        return userIdList;
    }

    /**
     * @description  会员人数统计
     * @author  jqs
     * @date    2023/6/21 10:59
     * @param mgtBasePlatformDto
     * @return  MgtPlTotalMemberTotalVo
     */
    @Override
    public MgtPlTotalMemberTotalVo getPlTotalMemberTotal(MgtBasePlatformDto mgtBasePlatformDto){
        Date nowDay = DateUtils.getNowDate();
        //如果区域代码不为null获取对应的商户id
        if(StringUtils.isNotBlank(mgtBasePlatformDto.getShopProvinceCode())||StringUtils.isNotBlank(mgtBasePlatformDto.getShopCityCode())||StringUtils.isNotBlank(mgtBasePlatformDto.getShopAreaCode())){
            MgtShopIdByCodeDto mgtShopIdByCodeDto = new MgtShopIdByCodeDto();
            mgtShopIdByCodeDto.setShopProvinceCode(mgtBasePlatformDto.getShopProvinceCode());
            mgtShopIdByCodeDto.setShopCityCode(mgtBasePlatformDto.getShopCityCode());
            mgtShopIdByCodeDto.setShopAreaCode(mgtBasePlatformDto.getShopAreaCode());
            MgtShopIdByCodeVo mgtShopIdByCodeVo = remoteShopService.getShopIdByCode(mgtShopIdByCodeDto).getData();
            if(StringUtils.isNotBlank(mgtShopIdByCodeVo.getShopIds())){
                List<Long> list = Arrays.stream(mgtShopIdByCodeVo.getShopIds().split(","))
                        .map(Long::valueOf)
                        .collect(Collectors.toList());
                mgtBasePlatformDto.setShopIdList(list);
            }
        }
        //获取基础统计
        MgtPlTotalMemberTotalVo plTotalMemberTotalVo = memberMapper.getPlTotalMemberTotal(mgtBasePlatformDto);
        MgtAgeTotalVo mgtAgeTotalVo = memberMapper.getPlTotalMemberTotalAge(mgtBasePlatformDto);
        if(mgtAgeTotalVo!=null){
            plTotalMemberTotalVo.setManTotal(mgtAgeTotalVo.getManTotal());
            plTotalMemberTotalVo.setWomenTotal(mgtAgeTotalVo.getWomenTotal());
        }else{
            plTotalMemberTotalVo.setManTotal(0);
            plTotalMemberTotalVo.setWomenTotal(0);
        }

        // 年龄段数组
        String[] ageKey = {"<20", "21-30", "31-40", "41-50", ">50"};
        // 不同年龄段的会员数数组
        Integer[] ageValue = {mgtAgeTotalVo.getTenAge(), mgtAgeTotalVo.getTwentyAge(), mgtAgeTotalVo.getThirtyAge(), mgtAgeTotalVo.getFortyAge(), mgtAgeTotalVo.getFiftyAge()};
        // 设置年龄段数组和不同年龄段的会员数数组
        plTotalMemberTotalVo.setAgeKey(ageKey);
        plTotalMemberTotalVo.setAgeValue(ageValue);
        // 获取不同调理类型的会员数
        List<MgtMapTotalVo> nurseTotalVos = memberMapper.getPlTotalMemberTotalNurse(mgtBasePlatformDto);
        if (nurseTotalVos != null && nurseTotalVos.size() > 0) {
            nurseTotalVos = listRemoveNull(nurseTotalVos);
            plTotalMemberTotalVo.setNurseTotalVos(nurseTotalVos);
        }
        // 获取不同商品类型的会员数
        List<MgtMapTotalVo> goodsTypeTotalVos = memberMapper.getPlTotalMemberTotalGoodsType(mgtBasePlatformDto);
        if (goodsTypeTotalVos != null && goodsTypeTotalVos.size() > 0) {
            goodsTypeTotalVos = listRemoveNull(goodsTypeTotalVos);
            plTotalMemberTotalVo.setGoodsTypeTotalVos(goodsTypeTotalVos);
        }
        // 获取不同活跃度的会员数
        List<Long> shopIdList = mgtBasePlatformDto.getShopIdList();
        List<Activeness> activenessList = remoteConfigService.listActiveness().getData();
        if (activenessList != null && !activenessList.isEmpty()) {
            Activeness activeness;
            String actStartDate;
            String actEndDate;
            Integer count;
            List<MgtMapTotalVo> mgtMapTotalVoList = new ArrayList<>();
            MgtMapTotalVo mgtMapTotalVo;
            // 遍历不同活跃度列表，设置活跃度数组和对应的会员数数组
            for (int i = 0; i < activenessList.size(); i++) {
                activeness = activenessList.get(i);
                actStartDate = DateUtils.parseDateToStr("yyyy-MM-dd", DateUtils.addDays(nowDay, activeness.getEndDay()));
                actEndDate = DateUtils.parseDateToStr("yyyy-MM-dd", DateUtils.addDays(nowDay, activeness.getStartDay()));
                count = memberMapper.getPlTotalMemberTotalActiveness(shopIdList, actStartDate, actEndDate);
                if(StringUtils.isNotBlank(activeness.getActivenessName())){
                    mgtMapTotalVo = new MgtMapTotalVo();
                    mgtMapTotalVo.setMapKey(activeness.getActivenessName());
                    mgtMapTotalVo.setMapValue(count);
                    mgtMapTotalVoList.add(mgtMapTotalVo);
                }
            }
            plTotalMemberTotalVo.setActivenessList(mgtMapTotalVoList);
        }
        //获取会员消费排名
        List<MgtMapTotalVo> memberPayList = memberMapper.getPlTotalMemberRankPay(mgtBasePlatformDto);
        if (memberPayList != null && memberPayList.size() > 0) {
            memberPayList = listRemoveNull(memberPayList);
            plTotalMemberTotalVo.setMemberPayList(memberPayList);
        }
        //获取来源渠道排名
        List<MgtMapTotalVo> customerSourceList = memberMapper.getPlTotalMemberRankCustomerSource(mgtBasePlatformDto);
        if (customerSourceList != null && customerSourceList.size() > 0) {
            customerSourceList = listRemoveNull(customerSourceList);
            plTotalMemberTotalVo.setCustomerSourceList(customerSourceList);
        }
        //获取商铺会员排名
        List<MgtMapTotalVo> shopMemberRankList = memberMapper.getPlTotalMemberRank(mgtBasePlatformDto);
        if (shopMemberRankList != null && shopMemberRankList.size() > 0) {
            shopMemberRankList = listRemoveNull(shopMemberRankList);
            plTotalMemberTotalVo.setShopMemberRankList(shopMemberRankList);
        }
        List<MgtMapTotalVo> memberGoodsRankList = remoteOrderService.listMemberGoodsRank(mgtBasePlatformDto).getData();
        if (memberGoodsRankList != null && memberGoodsRankList.size() > 0) {
            memberGoodsRankList = listRemoveNull(memberGoodsRankList);
            plTotalMemberTotalVo.setMemberGoodsRankList(memberGoodsRankList);
        }
        return plTotalMemberTotalVo;
    }

    /**
     * @description  去除空字符串
     * @author  jqs
     * @date    2023/6/27 17:35
     * @param mgtMapTotalVos
     * @return  List<MgtMapTotalVo>
     */
    private List<MgtMapTotalVo> listRemoveNull(List<MgtMapTotalVo> mgtMapTotalVos){
        for (int i = 0; i < mgtMapTotalVos.size(); i++) {
            if(StringUtils.isBlank(mgtMapTotalVos.get(i).getMapKey())){
                mgtMapTotalVos.remove(i);
            }
        }
        return mgtMapTotalVos;
    }

    /**
     * @description  通过shopId获取userId
     * @author  jqs
     * @date    2023/6/21 17:11
     * @param shopIdList
     * @return  List<Long>
     */
    @Override
    public List<Long> listUserIdByShopId(List<Long> shopIdList){
        return memberMapper.listUserIdByShopId(shopIdList);
    }

    /**
     * @description  通过shopId获取user统计
     * @author  jqs
     * @date    2023/6/21 17:19
     * @param shopIdList
     * @return  MgtShopTotalMemberVo
     */
    @Override
    public MgtShopTotalMemberVo getUserTotalByShopId(List<Long> shopIdList){
        MgtShopTotalMemberVo mgtShopTotalMemberVo = new MgtShopTotalMemberVo();
        MgtBasePlatformDto mgtBasePlatformDto = new MgtBasePlatformDto();
        mgtBasePlatformDto.setShopIdList(shopIdList);
        MgtAgeTotalVo mgtAgeTotalVo = memberMapper.getPlTotalMemberTotalAge(mgtBasePlatformDto);
        mgtShopTotalMemberVo.setManTotal(mgtAgeTotalVo.getManTotal());
        mgtShopTotalMemberVo.setWomenTotal(mgtAgeTotalVo.getWomenTotal());
        // 年龄段数组
        String[] ageKey = {"<20", "21-30", "31-40", "41-50", ">50"};
        // 不同年龄段的会员数数组
        Integer[] ageValue = {mgtAgeTotalVo.getTenAge(), mgtAgeTotalVo.getTwentyAge(), mgtAgeTotalVo.getThirtyAge(), mgtAgeTotalVo.getFortyAge(), mgtAgeTotalVo.getFiftyAge()};
        // 设置年龄段数组和不同年龄段的会员数数组
        mgtShopTotalMemberVo.setAgeKey(ageKey);
        mgtShopTotalMemberVo.setAgeValue(ageValue);
        return mgtShopTotalMemberVo;
    }
}