perf(mall): 移除会员利润计算中的异步执行

KKSU

2025-03-18 664184af3e070dee665ee736caffa0297804975f

 src/main/java/cc/mrbird/febs/mall/service/impl/MemberProfitServiceImpl.java

@@ -1,22 +1,25 @@
package cc.mrbird.febs.mall.service.impl;

import cc.mrbird.febs.common.enumerates.AgentLevelEnum;
import cc.mrbird.febs.common.enumerates.DataDictionaryEnum;
import cc.mrbird.febs.common.enumerates.FlowTypeEnum;
import cc.mrbird.febs.common.enumerates.MoneyFlowTypeEnum;
import cc.mrbird.febs.common.configure.FebsConfigure;
import cc.mrbird.febs.common.enumerates.*;
import cc.mrbird.febs.common.utils.AppContants;
import cc.mrbird.febs.common.utils.MallUtils;
import cc.mrbird.febs.mall.entity.*;
import cc.mrbird.febs.mall.mapper.*;
import cc.mrbird.febs.mall.service.AsyncService;
import cc.mrbird.febs.mall.service.IApiMallMemberWalletService;
import cc.mrbird.febs.mall.service.IMallAchieveService;
import cc.mrbird.febs.mall.service.IMallMoneyFlowService;
import cc.mrbird.febs.mall.service.IMemberProfitService;
import cn.hutool.core.collection.CollUtil;
import cn.hutool.core.date.DateField;
import cn.hutool.core.date.DateTime;
import cn.hutool.core.date.DateUnit;
import cn.hutool.core.date.DateUtil;
import cn.hutool.core.util.ObjectUtil;
import cn.hutool.core.util.RandomUtil;
import cn.hutool.core.util.StrUtil;
import com.alibaba.fastjson.JSONObject;
import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
import com.baomidou.mybatisplus.core.metadata.IPage;
import com.baomidou.mybatisplus.extension.plugins.pagination.Page;
import lombok.RequiredArgsConstructor;
@@ -27,6 +30,7 @@
import java.math.BigDecimal;
import java.math.RoundingMode;
import java.util.*;
import java.util.stream.Collectors;

/**
 * @author wzy
@@ -46,6 +50,16 @@
    private final DataDictionaryCustomMapper dataDictionaryCustomMapper;
    private final MallMoneyFlowMapper mallMoneyFlowMapper;
    private final MallAchieveRecordMapper mallAchieveRecordMapper;
    private final MallMemberCouponMapper mallMemberCouponMapper;
    private final RunVipMapper runVipMapper;
    private final MallMemberWalletMapper mallMemberWalletMapper;
    private final RunNodeSetMapper runNodeSetMapper;
    private final MallChargeMapper mallChargeMapper;
    private final IMallMoneyFlowService mallMoneyFlowService;

    private final AsyncService asyncService;
    private final FebsConfigure febsConfigure;
    private final RunVipGrowMapper runVipGrowMapper;

    @Override
    @Transactional(rollbackFor = Exception.class)
@@ -477,4 +491,529 @@
        }
        log.info("#####==店补/董事==end==######");
    }

    @Override
    public void getOrderCoupon(Long orderId) {
        List<MallOrderItem> mallOrderItemList = mallOrderItemMapper.selectListByOrderId(orderId);
        if(CollUtil.isNotEmpty(mallOrderItemList)){
            List<Long> memberCouponIds = mallOrderItemList.stream().map(MallOrderItem::getMemberCouponId).collect(Collectors.toList());
            if(CollUtil.isNotEmpty(memberCouponIds)){
                for(Long memberCouponId : memberCouponIds){
                    MallMemberCoupon mallMemberCoupon = mallMemberCouponMapper.selectById(memberCouponId);
                    mallMemberCoupon.setState(2);
                    mallMemberCouponMapper.updateById(mallMemberCoupon);
                }
            }
        }
    }

    /**
     * 更新会员等级，将所有等级过期的会员等级重置为最低等级
         * 查询 RunVip 表中按顺序号升序排列的第一条记录，获取最低会员等级。
         * 构建查询条件，查询 MallMember 表中会员等级过期且当前等级不是最低等级的用户。
         * 如果查询结果不为空，遍历每个用户，调用 updateLevel 方法将会员等级更新为最低等级。
         * 处理完所有用户后，结束方法
     */
    @Override
    public void updateMemberLevel() {

        // 更新会员等级的逻辑
        try {
            List<RunVip> runVips = runVipMapper.selectList(new LambdaQueryWrapper<RunVip>().orderByAsc(RunVip::getOrderNumber));
            RunVip runVip = runVips.get(0);

            // 获取过期时间小于等于当前时间，并且会员等级不是最小等级游客的所有用户
            LambdaQueryWrapper<MallMember> mallMemberLambdaQueryWrapper = new LambdaQueryWrapper<>();
            mallMemberLambdaQueryWrapper.le(MallMember::getVipLevelTime, DateUtil.date());
            mallMemberLambdaQueryWrapper.ne(MallMember::getLevel, runVip.getVipCode());
            List<MallMember> mallMembers = mallMemberMapper.selectList(mallMemberLambdaQueryWrapper);
            if (CollUtil.isNotEmpty(mallMembers)) {
                mallMembers.forEach(
                        item -> {
                            try {
                                mallMemberMapper.updateLevel(item.getId(), runVip.getVipCode());
                            } catch (Exception e) {
                                log.error("Error updating member level for user {}: ", item.getId(), e);
                            }
                        }
                );
            }
        } catch (Exception e) {
            log.error("Error fetching or updating VIP levels: ", e);
        }
    }

    public static void main(String[] args) {

        //计算当前时间是否是最后一次
        String lastDateTimeStr = DateUtil.formatDate(DateUtil.date())+" 20:00:00";
        DateTime lastDateTime = DateUtil.parseDateTime(lastDateTimeStr);
        System.out.println(DateUtil.compare(DateUtil.date(),lastDateTime) > 0);
        System.out.println(DateUtil.parseTime(DateUtil.date().toTimeStr()));
    }

    /**
     * 获取全部会员
     *      根据会员等级的最大每日获得去给用户新增碳积分
     *      更新钱包数据
     *      生成对应的流水数据
     * 释放规则
     *    当前时间的小时 H1 / 2,整除时
     *      每个会员等级每日总释放量 T1 / 总时间间隔 C1 = 每次释放量上限 V1
     *      每次释放量上线 V1 / 2 = 每次释放量下限 V2
     *      每次释放量 V3 = 随机 [V2,V1）
     *    当前时间的小时 H1 / 2,不整除时
     *      每个会员等级每日总释放量 T1 / 总时间间隔 C1 = 每次释放量上限 V1
     *      每次释放量 V3 = 每次释放量上限 V1 + （每次释放量上限 V1 - 上一次释放的数量 U1）
     *          如果上一次没有释放，则 V3 = 每次释放量上限 [V1,V1*2)
     */
    @Override
    public void updateRunScore() {
        DateTime nowTimeStr = DateUtil.date();
        String startTimeStr = dataDictionaryCustomMapper.selectDicDataByTypeAndCode(
                RunVipDataDictionaryEnum.RUN_START_TIME.getType(),
                RunVipDataDictionaryEnum.RUN_START_TIME.getCode()
        ).getValue();
        String endTimeStr = dataDictionaryCustomMapper.selectDicDataByTypeAndCode(
                RunVipDataDictionaryEnum.RUN_END_TIME.getType(),
                RunVipDataDictionaryEnum.RUN_END_TIME.getCode()
        ).getValue();

        DateTime nowTime = DateUtil.parseTime(nowTimeStr.toTimeStr());
        DateTime startTime = DateUtil.parseTime(startTimeStr);
        DateTime endTime = DateUtil.parseTime(endTimeStr);
        //判断时间是否在时间范围内
        if(DateUtil.compare(nowTime,startTime) < 0 || DateUtil.compare(nowTime,endTime) > 0){
            return;
        }

        List<RunVip> runVips = runVipMapper.selectList(null);
        Map<String, RunVip> runVipMap = runVips.stream()
                .collect(Collectors.toMap(RunVip::getVipCode, runVip -> runVip));
        List<MallMember> mallMembers = mallMemberMapper.selectList(null);
        if(CollUtil.isNotEmpty(mallMembers)){
            /**
             * 释放规则
             *    当前时间的小时 H1 / 2,整除时
             *      每个会员等级每日总释放量 T1 / 总时间间隔 C1 = 每次释放量上限 V1
             *      每次释放量上线 V1 / 2 = 每次释放量下限 V2
             *      每次释放量 V3 = 随机 [V2,V1）
             *    当前时间的小时 H1 / 2,不整除时
             *      每个会员等级每日总释放量 T1 / 总时间间隔 C1 = 每次释放量下限 V1
             *      如果上一次有释放
             *              每次释放量上限 V2 = 每次释放量上限 V1 + （每次释放量上限 V1 - 上一次释放的数量 U1）
             *          如果上一次没有释放
             *              每次释放量上限 V2 = 每次释放量上限 V1 * 2
             *      每次释放量 V3 = 随机 [V1,U2）
             */
            int hour = DateUtil.hour(nowTime,true);
            boolean flag = isDivisibleByTwo(hour);

            int C1 = Integer.parseInt(String.valueOf(DateUtil.between(startTime, endTime, DateUnit.HOUR)));
            for (MallMember item : mallMembers) {
                RunVip runVip = runVipMap.get(item.getLevel());
                if(ObjectUtil.isEmpty(runVip)){
                    //未匹配到，直接跳过
                    continue;
                }
                //每次释放的碳积分
                //每一个等级每日释放最大值
                BigDecimal T1 = new BigDecimal(runVip.getGrowthCnt());
                BigDecimal V1 = T1.divide(new BigDecimal(C1), 0, RoundingMode.DOWN);
                BigDecimal V2 = BigDecimal.ZERO;
                BigDecimal V3 = BigDecimal.ZERO;
                if (flag) {
                    V2 = V1.divide(new BigDecimal("2"), 0, RoundingMode.DOWN);
                    if(V1.intValue() <= V2.intValue()){
                        V3 = new BigDecimal(RandomUtil.randomInt(V1.intValue(),V2.intValue()+1)).setScale(0,RoundingMode.DOWN);
                    }else{
                        V3 = new BigDecimal(RandomUtil.randomInt(V2.intValue(),V1.intValue())).setScale(0,RoundingMode.DOWN);
                    }
                }else{
                    List<MallMoneyFlow> mallMoneyFlows = mallMoneyFlowMapper.selectList(
                            new LambdaQueryWrapper<MallMoneyFlow>()
                                    .eq(MallMoneyFlow::getMemberId, item.getId())
                                    .eq(MallMoneyFlow::getFlowType, FlowTypeEnum.SCORE.getValue())
                                    .eq(MallMoneyFlow::getType, RunVipMoneyFlowTypeEnum.GET_SCORE.getValue())
                                    .ge(MallMoneyFlow::getCreatedTime, DateUtil.beginOfDay(nowTimeStr))
                                    .orderByDesc(MallMoneyFlow::getCreatedTime)
                                    .last("LIMIT 1")
                    );
                    if(CollUtil.isNotEmpty(mallMoneyFlows)){
                        BigDecimal U1 = mallMoneyFlows.get(0).getAmount().setScale(0,RoundingMode.DOWN);
                        V2 = V1.add(V1.subtract(U1)).setScale(0,RoundingMode.DOWN);
                    }else{
                        V2 = V1.multiply(new BigDecimal("2")).setScale(0,RoundingMode.DOWN);
                    }
                    if(V1.intValue() < V2.intValue()){
                        V3 = new BigDecimal(RandomUtil.randomInt(V1.intValue(),V2.intValue())).setScale(0,RoundingMode.DOWN);
                    }else if(V1.intValue() == V2.intValue()){
                        V3 = new BigDecimal(RandomUtil.randomInt(V1.intValue(),V2.intValue()+1)).setScale(0,RoundingMode.DOWN);
                    }else{
                        V3 = new BigDecimal(RandomUtil.randomInt(V2.intValue(),V1.intValue())).setScale(0,RoundingMode.DOWN);
                    }
                }
                //会员权益的收益
                RunVipGrow runVipGrow = runVipGrowMapper.selectList(
                        new LambdaQueryWrapper<RunVipGrow>()
                                .eq(RunVipGrow::getMemberId, item.getId())
                                .eq(RunVipGrow::getLevelNow, runVip.getVipCode())
                                .orderByDesc(RunVipGrow::getId)
                ).stream().findFirst().orElse(null);
                if(null != runVipGrow){
                    BigDecimal amountNow = runVipGrow.getAmountNow();
                    RunVip runVipNext = runVips.stream().filter(vipItem -> vipItem.getOrderNumber() == runVip.getOrderNumber() + 1).findFirst().orElse(null);
                    if(runVipNext != null){

                        BigDecimal presentPrice = runVip.getPresentPrice();
                        amountNow = amountNow.subtract(presentPrice);

                        BigDecimal presentPriceNext = runVipNext.getPresentPrice();
                        BigDecimal subtract = presentPriceNext.subtract(presentPrice);

                        BigDecimal divide = amountNow.divide(subtract, 4, RoundingMode.DOWN);

                        Integer growthCnt = runVip.getGrowthCnt();
                        Integer growthCntNext = runVipNext.getGrowthCnt();
                        int growthNum = growthCntNext - growthCnt;

                        BigDecimal growthAmountTotal = divide.multiply(new BigDecimal(growthNum));
                        BigDecimal growthAmount = growthAmountTotal.divide(new BigDecimal(C1), 0, RoundingMode.DOWN);
                        if(growthAmount.intValue() > 0){
                            V3 = V3.add(growthAmount);
                        }
                    }
                }
                //更新钱包数据
                if(V3.intValue() <= 0){
                    continue;
                }
                //异步线程池去释放积分操作
                asyncService.releaseScore(V3,item.getId());
            }
        }
    }

    @Override
    public void updateMemberCoin() {
        try {
            // 操作时间
            DateTime operationDate = DateUtil.parseDate(DateUtil.today());

            // 获取会员等级
            List<RunVip> runVips = runVipMapper.selectList(null);
            if (CollUtil.isEmpty(runVips)) {
                log.error("未找到任何会员等级");
                return;
            }
            Map<String, RunVip> runVipMap = runVips.stream()
                .collect(Collectors.toMap(RunVip::getVipCode, runVip -> runVip));

            // 获取最低级别的会员等级
            Optional<RunVip> optionalRunVip = runVips.stream().min(Comparator.comparingInt(RunVip::getOrderNumber));
            RunVip minRunVip = optionalRunVip.orElse(null);
            if (minRunVip == null) {
                log.error("最低级别的会员等级未找到");
                return;
            }

            // 获取全部等级不是游客的用户，返回一个set集合
            List<MallMember> mallMembers = mallMemberMapper.selectList(
                new LambdaQueryWrapper<MallMember>()
                        .select(MallMember::getId, MallMember::getLevel, MallMember::getInviteId, MallMember::getReferrerId)
                        .ne(MallMember::getLevel,minRunVip.getVipCode())
            );
            if (CollUtil.isEmpty(mallMembers)) {
                log.info("没有符合条件的会员");
                return;
            }

            Set<Long> memberIds = mallMembers.stream()
                .map(MallMember::getId)
                .collect(Collectors.toSet());
            if (CollUtil.isEmpty(memberIds)) {
                log.info("没有有效的会员ID");
                return;
            }


            // 构建成员ID到MallMember对象的映射
            Map<Long, MallMember> memberMap = mallMembers.stream()
                    .collect(Collectors.toMap(MallMember::getId, member -> member));
            // 缓存直推成员
            Map<String, Set<MallMember>> directMembersCache = mallMembers.stream()
                    .filter(member -> StrUtil.isNotBlank(member.getReferrerId()))
                    .collect(Collectors.groupingBy(MallMember::getReferrerId, Collectors.toSet()));


            for (Long memberId : memberIds) {
                MallMember mallMember = memberMap.get(memberId);
                if (mallMember == null || minRunVip.getVipCode().equals(mallMember.getLevel())) {
                    continue;
                }

                // 获取所有购买了会员等级的直推成员
                Set<MallMember> directMembers = directMembersCache.get(mallMember.getInviteId());
                if (CollUtil.isEmpty(directMembers)) {
                    continue;
                }

                RunVip memberRunVip = runVipMap.get(mallMember.getLevel());
                if (memberRunVip == null) {
                    log.warn("会员等级 {} 不存在", mallMember.getLevel());
                    continue;
                }
                for (MallMember item : directMembers) {
                    BigDecimal realScore = calculateDirectScore(memberRunVip, item, operationDate, runVipMap);
                    if(BigDecimal.ZERO.compareTo(realScore) >= 0){
                        return;
                    }
                    walletService.addScore(realScore, memberId);
                    String orderNo = MallUtils.getOrderNum("ZLS");
                    mallMoneyFlowService.runVipMoneyFlowAdd(
                            memberId,
                            item.getId(),
                            orderNo,
                            FlowTypeEnum.SCORE.getValue(),
                            RunVipMoneyFlowTypeEnum.DIRECT_SCORE.getValue(),
                            realScore,
                            StrUtil.format(RunVipMoneyFlowTypeEnum.DIRECT_SCORE.getDescription(), realScore),
                            YesOrNoEnum.YES.getValue()
                    );
//                    CompletableFuture.runAsync(() -> {
//                        BigDecimal realScore = calculateDirectScore(memberRunVip, item, operationDate, runVipMap);
//                        if(BigDecimal.ZERO.compareTo(realScore) >= 0){
//                            return;
//                        }
//                        walletService.addScore(realScore, memberId);
//                        String orderNo = MallUtils.getOrderNum("ZLS");
//                        mallMoneyFlowService.runVipMoneyFlowAdd(
//                                memberId,
//                                item.getId(),
//                                orderNo,
//                                FlowTypeEnum.SCORE.getValue(),
//                                RunVipMoneyFlowTypeEnum.DIRECT_SCORE.getValue(),
//                                realScore,
//                                StrUtil.format(RunVipMoneyFlowTypeEnum.DIRECT_SCORE.getDescription(), realScore),
//                                YesOrNoEnum.YES.getValue()
//                        );
//                    },febsConfigure.asyncThreadPoolTaskExecutor());
                }
            }
        } catch (Exception e) {
            log.error("更新会员积分时发生异常", e);
            throw new RuntimeException("更新会员积分时发生异常", e); // 根据业务需求选择是否抛出异常
        }
    }


    private BigDecimal calculateDirectScore(RunVip memberRunVip, MallMember directMember, Date operationDate, Map<String, RunVip> runVipMap) {
        // 实际助力
        BigDecimal realScore = BigDecimal.ZERO;

        try {
            RunVip directRunVip = runVipMap.get(directMember.getLevel());
            if (directRunVip == null) {
                return realScore;
            }
            // 获取每一个会员的前一日碳积分总和
            LambdaQueryWrapper<MallMoneyFlow> mallMoneyFlowLambdaQueryWrapper = new LambdaQueryWrapper<>();
            mallMoneyFlowLambdaQueryWrapper.ge(MallMoneyFlow::getCreatedTime, DateUtil.offsetDay(operationDate, -1));
            mallMoneyFlowLambdaQueryWrapper.lt(MallMoneyFlow::getCreatedTime, operationDate);
            mallMoneyFlowLambdaQueryWrapper.eq(MallMoneyFlow::getFlowType, FlowTypeEnum.SCORE.getValue());
            mallMoneyFlowLambdaQueryWrapper.eq(MallMoneyFlow::getType, RunVipMoneyFlowTypeEnum.GET_SCORE.getValue());
            mallMoneyFlowLambdaQueryWrapper.eq(MallMoneyFlow::getMemberId, directMember.getId());

            List<MallMoneyFlow> mallMoneyFlows = mallMoneyFlowMapper.selectList(mallMoneyFlowLambdaQueryWrapper);
            if (CollUtil.isEmpty(mallMoneyFlows)) {
                return realScore;
            }

            // 如果直推小于会员本身的会员等级，则全部助力
            if (memberRunVip.getOrderNumber() >= directRunVip.getOrderNumber()) {
                BigDecimal rebatePercent = directRunVip.getRebatePercent();
                BigDecimal totalScore = mallMoneyFlows.stream()
                        .map(MallMoneyFlow::getAmount)
                        .reduce(BigDecimal.ZERO, BigDecimal::add);
                realScore = totalScore.multiply(rebatePercent).setScale(0, RoundingMode.DOWN);
            } else {
                Integer growthCnt = memberRunVip.getGrowthCnt();
                if (growthCnt == null || growthCnt <= 0) {
                    return realScore;
                }
                BigDecimal rebatePercent1 = memberRunVip.getRebatePercent();
                if (rebatePercent1 == null || rebatePercent1.compareTo(BigDecimal.ZERO) <= 0) {
                    return realScore;
                }
                realScore = new BigDecimal(growthCnt).multiply(rebatePercent1).setScale(0, RoundingMode.DOWN);
            }
        } catch (Exception e) {
            // 记录日志并返回默认值
            log.error("Error calculating direct score", e);
            return BigDecimal.ZERO;
        }

        return realScore;
    }




    public boolean isDivisibleByTwo(int number) {
        return number % 2 == 0;
    }


    /**
     * 更新会员钱包中的积分，将所有积分大于0的会员钱包积分清零
         * 初始化最大尝试次数 maxAttempts 和当前尝试次数 attemptCount。
         * 使用 while 循环，每次查询1000条积分大于0的会员钱包记录。
         * 如果查询结果为空，设置标志位 flag 为 false，退出循环。
         * 否则，提取记录ID并调用 updateScore 方法将积分更新为0。
         * 增加尝试次数，继续下一次循环，直到达到最大尝试次数或查询结果为空。
     */
    @Override
    public void updateMemberScore() {
        // 更新会员钱包积分的逻辑
        int maxAttempts = 100; // 最大尝试次数
        int attemptCount = 0;
        boolean flag = true;
        while (flag && attemptCount < maxAttempts) {
            try {
                Page<MallMemberWallet> page = new Page<>(0, 1000);
                IPage<MallMemberWallet> result = mallMemberWalletMapper.selectPage(
                        page,
                        new LambdaQueryWrapper<MallMemberWallet>()
                                .gt(MallMemberWallet::getScore, 0)
                );
                List<MallMemberWallet> mallMemberWallets = result.getRecords();
                if (CollUtil.isEmpty(mallMemberWallets)) {
                    flag = false;
                } else {
                    List<Long> ids = mallMemberWallets.stream().map(MallMemberWallet::getId).collect(Collectors.toList());
                    mallMemberWalletMapper.updateScore(ids);
                }
                attemptCount++;
            } catch (Exception e) {
                log.error("Error updating member level: ", e);
                flag = false; // 发生异常时退出循环
            }
        }
    }

    @Override
    public void updateNodeScore() {
        /**
         * 获取全部的节点
         */
        List<MallMember> mallMembers = mallMemberMapper.selectList(
                new LambdaQueryWrapper<MallMember>()
                        .eq(MallMember::getDirector, YesOrNoEnum.YES.getValue())
        );
        if(CollUtil.isEmpty(mallMembers)){
            return;
        }
        //获取节点设置
        List<RunNodeSet> runNodeSets = runNodeSetMapper.selectList(null);

        //获取节点设置runNodeSets中orderNumber最小的节点
        RunNodeSet minRunNodeSet = runNodeSets.stream().min(Comparator.comparingInt(RunNodeSet::getOrderNumber)).orElse(null);
        if(null == minRunNodeSet){
            return;
        }

        DateTime endTime = DateUtil.date();
        for (MallMember item : mallMembers) {
            //获取总业绩
            BigDecimal achieve = getDirectAchieve(item.getInviteId(),item.getDirectorTime(),endTime);
            //判断总业绩是否小于最小业绩
            if(minRunNodeSet.getMinAchieve().compareTo(achieve) > 0){
                item.setDirector(YesOrNoEnum.NO.getValue());
                mallMemberMapper.updateById(item);
                continue;
            }
            BigDecimal nodePercent = getNodePercent(runNodeSets, achieve);
            if(BigDecimal.ZERO.compareTo(nodePercent) >= 0){
                continue;
            }
            asyncService.releaseNodeCoin(achieve,nodePercent,item.getId());
            item.setDirectorTime(endTime);
            mallMemberMapper.updateById(item);
        }
    }

    private BigDecimal getDirectAchieve(String inviteId,Date startTime,Date endTime) {

        try {
            // 获取直推成员和团队成员的ID集合
            Set<Long> memberIds = getTeamMemberIds(inviteId);

            if (CollUtil.isEmpty(memberIds)) {
                return BigDecimal.ZERO;
            }

            // 获取团队业绩(不包含本人业绩)
            List<MallCharge> mallCharges = mallChargeMapper.selectList(
                    new LambdaQueryWrapper<MallCharge>()
                            .in(MallCharge::getMemberId, memberIds)
                            .eq(MallCharge::getState, YesOrNoEnum.YES.getValue())
                            .ge(MallCharge::getCreatedTime, startTime)
                            .lt(MallCharge::getCreatedTime, endTime)
            );

            if (CollUtil.isEmpty(mallCharges)) {
                return BigDecimal.ZERO;
            }

            return mallCharges.stream()
                    .map(MallCharge::getAmount)
                    .reduce(BigDecimal.ZERO, BigDecimal::add);
        } catch (Exception e) {
            // 异常处理
            log.error("Error occurred while calculating direct achieve for member: {}", inviteId, e);
            return BigDecimal.ZERO;
        }
    }

    private Set<Long> getTeamMemberIds(String inviteId) {
        Set<Long> memberIds = new HashSet<>();
        // 获取直推成员
        List<MallMember> directMembers = mallMemberMapper.selectList(
                new LambdaQueryWrapper<MallMember>()
                        .eq(MallMember::getReferrerId, inviteId)
        );
        if(CollUtil.isEmpty(directMembers)){
            return memberIds;
        }
        memberIds.addAll(directMembers.stream().map(MallMember::getId).collect(Collectors.toSet()));

        // 获取团队成员
        List<MallMember> teamMembers = mallMemberMapper.selectList(
                new LambdaQueryWrapper<MallMember>()
                        .in(MallMember::getReferrerId, directMembers.stream().map(MallMember::getInviteId).collect(Collectors.toSet()))
        );

        if(CollUtil.isEmpty(teamMembers)){
            return memberIds;
        }
        memberIds.addAll(teamMembers.stream().map(MallMember::getId).collect(Collectors.toSet()));

        return memberIds;
    }


    private BigDecimal getNodePercent(List<RunNodeSet> runNodeSets, BigDecimal directAchieve) {
        BigDecimal percent = BigDecimal.ZERO;
        //获取directAchieve在runNodeSets中哪一个位置
        for(RunNodeSet item : runNodeSets){
            BigDecimal minAchieve = item.getMinAchieve();
            BigDecimal maxAchieve = item.getMaxAchieve();
            BigDecimal nodePercent = new BigDecimal(item.getNodePercent());
            if(directAchieve.compareTo(minAchieve) >= 0 && directAchieve.compareTo(maxAchieve) < 0){
                percent = nodePercent;
                break;
            }
        }
        return percent;
    }
}