feat(ai): 新增 AI 陪练相关功能

Administrator

20 hours ago 0325d413502474062e1d400df319bfd390e94956

 src/main/java/cc/mrbird/febs/ai/service/impl/AiMemberServiceImpl.java

@@ -1,17 +1,22 @@
package cc.mrbird.febs.ai.service.impl;

import cc.mrbird.febs.ai.entity.AiMember;
import cc.mrbird.febs.ai.entity.AiMemberTalk;
import cc.mrbird.febs.ai.entity.*;
import cc.mrbird.febs.ai.mapper.AiMemberMapper;
import cc.mrbird.febs.ai.req.member.ApiMemberPageDto;
import cc.mrbird.febs.ai.res.member.ApiMemberPageVo;
import cc.mrbird.febs.ai.service.AiMemberService;
import cc.mrbird.febs.ai.service.AiMemberTalkService;
import cc.mrbird.febs.ai.req.member.ApiMemberTeamPageDto;
import cc.mrbird.febs.ai.req.member.ApiMemberTeamPracticeDto;
import cc.mrbird.febs.ai.req.member.ApiMemberTeamStudyDto;
import cc.mrbird.febs.ai.res.member.ApiMemberTeamPageVo;
import cc.mrbird.febs.ai.res.member.ApiMemberTeamPracticeVo;
import cc.mrbird.febs.ai.res.member.ApiMemberTeamStudyVo;
import cc.mrbird.febs.ai.res.productPoint.ApiProductPointListVo;
import cc.mrbird.febs.ai.service.*;
import cc.mrbird.febs.common.entity.FebsResponse;
import cc.mrbird.febs.common.exception.FebsException;
import cc.mrbird.febs.common.utils.LoginUserUtil;
import cc.mrbird.febs.mall.entity.MallMember;
import cc.mrbird.febs.mall.mapper.MallMemberMapper;
import cn.hutool.core.collection.CollUtil;
import cn.hutool.core.date.DateUtil;
import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
import com.baomidou.mybatisplus.core.toolkit.Wrappers;
import com.baomidou.mybatisplus.extension.plugins.pagination.Page;
@@ -20,10 +25,7 @@
import lombok.extern.slf4j.Slf4j;
import org.springframework.stereotype.Service;

import java.util.ArrayList;
import java.util.List;
import java.util.Map;
import java.util.Set;
import java.util.*;
import java.util.stream.Collectors;

/**
@@ -37,16 +39,25 @@
    private final AiMemberMapper aiMemberMapper;
    private final MallMemberMapper mallMemberMapper;
    private final AiMemberTalkService aiMemberTalkService;
    private final AiMemberAnswerService aiMemberAnswerService;
    private final AiMemberPointService aiMemberPointService;
    private final AiProductService aiProductService;
    private final AiProductPointService aiProductPointService;
    @Override
    public AiMember getById(String id) {
        return aiMemberMapper.selectById( id);
    }

    @Override
    public FebsResponse myTeam(ApiMemberPageDto dto) {
        List<ApiMemberPageVo> objects = new ArrayList<>();
    public FebsResponse myTeam(ApiMemberTeamPageDto dto) {
        List<ApiMemberTeamPageVo> objects = new ArrayList<>();

        String companyId = LoginUserUtil.getLoginUser().getCompanyId();
        String memberUuid = LoginUserUtil.getLoginUser().getMemberUuid();
        Integer checkOrder = LoginUserUtil.getLoginUser().getCheckOrder();
        if (1 != checkOrder){
            throw new FebsException("非管理员，无权限查看");
        }

        // 创建分页对象，传入当前页和每页大小
        Page<AiMember> page = new Page<>(dto.getPageNow(), dto.getPageSize());
@@ -56,12 +67,12 @@
        Page<AiMember> pageListByQuery = aiMemberMapper.selectPage(page, queryWrapper);
        List<AiMember> records = pageListByQuery.getRecords();
        if (CollUtil.isNotEmpty( records)){
            objects = buildMemberPages(companyId,records,objects);
            objects = buildMemberPages(memberUuid,companyId,records,objects);
        }
        return new FebsResponse().success().data(objects);
    }

    private List<ApiMemberPageVo> buildMemberPages(String companyId,List<AiMember> records,List<ApiMemberPageVo> objects) {
    private List<ApiMemberTeamPageVo> buildMemberPages(String memberUuid, String companyId, List<AiMember> records, List<ApiMemberTeamPageVo> objects) {
        /**
         * 获取用户信息
         */
@@ -78,24 +89,176 @@
        Map<String, MallMember> mallMemberMap = mallMembers.stream().collect(Collectors.toMap(MallMember::getMemberUuid, mallMember -> mallMember));

        /**
         * 获取用户联系次数
         * 获取用户练习次数
         *  ai陪练
         *  ai答题
         */
        List<AiMemberTalk> aiMemberTalks = aiMemberTalkService.getListByCompanyId(companyId);
        //Stream流操作aiMemberTalks，获取一个map<memberUuid,aiMemberTalk>的对象
        //stream流操作aiMemberTalks，获取一个Map<memberId,Integer>的对象,integer代表按照memberId分组的数量
        Map<String, Integer> memberIdToCntMapTalk = aiMemberTalks.stream()
                .collect(Collectors.groupingBy(
                        AiMemberTalk::getMemberId,
                        Collectors.summingInt(t -> 1)
                ));

        List<AiMemberAnswer> aiMemberAnswers = aiMemberAnswerService.getListByCompanyId(companyId);
        //stream流操作aiMemberAnswers，获取一个Map<memberId,Integer>的对象,integer代表按照memberId分组的数量
        Map<String, Integer> memberIdToCntMapAnswer = aiMemberAnswers.stream()
                .collect(Collectors.groupingBy(
                        AiMemberAnswer::getMemberId,
                        Collectors.summingInt(a -> 1)
                ));
        /**
         * 用户学习总时长
         */
        List<AiMemberPoint> aiMemberPoints = aiMemberPointService.getListByCompanyId(companyId);
        Map<String, Integer> memberStudyTimeMap = aiMemberPoints.stream().collect(Collectors.groupingBy(
                AiMemberPoint::getMemberId,
                Collectors.summingInt(AiMemberPoint::getTotalTime)
        ));


        for (AiMember aiMember : records){
            ApiMemberPageVo apiMemberPageVo = new ApiMemberPageVo();
            apiMemberPageVo.setMemberUuid(aiMember.getId());
            String aiMemberId = aiMember.getId();
            ApiMemberTeamPageVo apiMemberTeamPageVo = new ApiMemberTeamPageVo();
            apiMemberTeamPageVo.setType(0);
            apiMemberTeamPageVo.setMemberUuid(aiMemberId);
            if (memberUuid.equals(aiMemberId)){
                apiMemberTeamPageVo.setType(1);
            }

            //判断mallMemberMap中是否存在该会员
            apiMemberPageVo.setMemberName(mallMemberMap.containsKey(aiMember.getId()) ? mallMemberMap.get(aiMember.getId()).getName() : "");
            apiMemberPageVo.setNickName(mallMemberMap.containsKey(aiMember.getId()) ? mallMemberMap.get(aiMember.getId()).getName() : "");
            apiMemberTeamPageVo.setNickName(mallMemberMap.containsKey(aiMemberId) ? mallMemberMap.get(aiMemberId).getName() : "");
            apiMemberTeamPageVo.setMemberName(mallMemberMap.containsKey(aiMemberId) ? mallMemberMap.get(aiMemberId).getName() : "");
            Integer practiceCnt = 0;
            if (memberIdToCntMapTalk.containsKey(aiMemberId)){
                practiceCnt = memberIdToCntMapTalk.get(aiMemberId);
            }
            if (memberIdToCntMapAnswer.containsKey(aiMemberId)){
                practiceCnt = memberIdToCntMapAnswer.get(aiMemberId) + practiceCnt;
            }
            apiMemberTeamPageVo.setPracticeCnt(practiceCnt);

            objects.add(apiMemberPageVo);
            Integer studyTime = 0;
            if (memberStudyTimeMap.containsKey(aiMemberId)){
                studyTime = memberStudyTimeMap.get(aiMemberId);
            }
            apiMemberTeamPageVo.setStudyTime(DateUtil.secondToTime(studyTime));
            objects.add(apiMemberTeamPageVo);
        }
        return objects;
    }



    @Override
    public FebsResponse practice(ApiMemberTeamPracticeDto dto) {
        List<ApiMemberTeamPracticeVo> vos = new ArrayList<>();

        String companyId = LoginUserUtil.getLoginUser().getCompanyId();
        String memberUuid = dto.getMemberUuid();

        List<AiMemberTalk> aiMemberTalks = aiMemberTalkService.getListByCompanyIdAndMemberUuid(companyId, memberUuid);
        Map<String, List<AiMemberTalk>> aiMemberTalkMap = new HashMap<>();
        if (CollUtil.isNotEmpty(aiMemberTalks)){
            //stream操作aiMemberTalks，返回一个根据productId分组的集合
            aiMemberTalkMap = aiMemberTalks.stream().collect(Collectors.groupingBy(AiMemberTalk::getProductId));
        }

        List<AiMemberAnswer> aiMemberAnswers = aiMemberAnswerService.getListByCompanyIdAndMemberUuid(companyId, memberUuid);
        Map<String, List<AiMemberAnswer>> aiMemberAnswerMap = new HashMap<>();
        if (CollUtil.isNotEmpty(aiMemberAnswers)){
            aiMemberAnswerMap = aiMemberAnswers.stream().collect(Collectors.groupingBy(AiMemberAnswer::getProductId));
        }

        // 获取aiMemberTalkMap和aiMemberAnswerMap的全部的key，并且去重
        Set<String> productIds = new HashSet<>();
        if (aiMemberTalkMap != null) {
            productIds.addAll(aiMemberTalkMap.keySet());
        }
        if (aiMemberAnswerMap != null) {
            productIds.addAll(aiMemberAnswerMap.keySet());
        }
        if (CollUtil.isEmpty(productIds)){
            return new FebsResponse().success().data(vos);
        }

        List<AiProduct> aiProducts = aiProductService.getProductListByQuery(
                Wrappers.lambdaQuery(AiProduct.class)
                        .select(AiProduct::getId,AiProduct::getName, AiProduct::getTarget)
                .in(AiProduct::getId, productIds)
        );
        if (CollUtil.isEmpty(aiProducts)){
            return new FebsResponse().success().data(vos);
        }

        for (AiProduct aiProduct : aiProducts){

            String productId = aiProduct.getId();
            ApiMemberTeamPracticeVo vo = new ApiMemberTeamPracticeVo();
            vo.setName(aiProduct.getName());
            vo.setTarget(aiProduct.getTarget());

            Integer answerCnt = 0;
            if (aiMemberAnswerMap.containsKey(productId)){
                answerCnt = aiMemberAnswerMap.get(productId).size();
            }
            vo.setAnswerCnt(answerCnt);

            Integer talkCnt = 0;
            if (aiMemberTalkMap.containsKey(productId)){
                talkCnt = aiMemberTalkMap.get(productId).size();
            }
            vo.setTalkCnt(talkCnt);

            vos.add( vo);
        }


        return new FebsResponse().success().data(vos);
    }

    @Override
    public FebsResponse study(ApiMemberTeamStudyDto dto) {

        List<ApiMemberTeamStudyVo> vos = new ArrayList<>();

        String companyId = LoginUserUtil.getLoginUser().getCompanyId();
        String memberUuid = dto.getMemberUuid();

        List<AiMemberPoint> aiMemberPoints = aiMemberPointService.getListByCompanyIdAndMemberUuid(companyId, memberUuid);
        if (CollUtil.isEmpty(aiMemberPoints)){
            return new FebsResponse().success().data(vos);
        }
        Map<String, AiMemberPoint> aiMemberPointMap = new HashMap<>();
        if (CollUtil.isNotEmpty(aiMemberPoints)){
            aiMemberPoints.forEach(aiMemberPoint -> aiMemberPointMap.put(aiMemberPoint.getProductPointId(),aiMemberPoint));
        }

        //stream流操作aiMemberPoints，返回一个productPointId的set集合
        Set<String> productPointIdSet = aiMemberPoints.stream().map(AiMemberPoint::getProductPointId).collect(Collectors.toSet());

        List<AiProductPoint> aiProductPoints = aiProductPointService.getBaseMapper().selectList(
                Wrappers.lambdaQuery(AiProductPoint.class)
                        .select(AiProductPoint::getId,AiProductPoint::getTitle)
                        .in(AiProductPoint::getId, productPointIdSet)
        );
        if (CollUtil.isEmpty(aiProductPoints)){
            return new FebsResponse().success().data(vos);
        }

        for (AiProductPoint aiProductPoint : aiProductPoints){
            ApiMemberTeamStudyVo vo = new ApiMemberTeamStudyVo();
            vo.setTitle(aiProductPoint.getTitle());
            Integer totalTime = 0;
            if (aiMemberPointMap.containsKey(aiProductPoint.getId())){
                totalTime = aiMemberPointMap.get(aiProductPoint.getId()).getTotalTime();
            }
            vo.setTotalTime(DateUtil.secondToTime(totalTime));

            vos.add(vo);
        }

        return new FebsResponse().success().data(vos);
    }
}