fw-morax-server/src/main/java/cn/fw/morax/server/task/KpiReportRatioTask.java

package cn.fw.morax.server.task;
import cn.fw.common.cache.locker.DistributedLocker;
import cn.fw.morax.common.constant.TimeTaskConstant;
import cn.fw.morax.common.utils.PublicUtil;
import cn.fw.morax.domain.db.kpi.KpiGroup;
import cn.fw.morax.domain.db.kpi.KpiGroupRank;
import cn.fw.morax.domain.db.kpi.KpiPool;
import cn.fw.morax.domain.db.kpi.KpiRatio;
import cn.fw.morax.domain.dto.GroupCalKpiRatioDTO;
import cn.fw.morax.domain.enums.ReportDimensionEnum;
import cn.fw.morax.rpc.ehr.EhrRpcService;
import cn.fw.morax.rpc.ehr.dto.*;
import cn.fw.morax.rpc.oop.OopRpcService;
import cn.fw.morax.rpc.oop.dto.ShopDTO;
import cn.fw.morax.service.data.kpi.KpiGroupRankService;
import cn.fw.morax.service.data.kpi.KpiGroupService;
import cn.fw.morax.service.data.kpi.KpiPoolService;
import cn.fw.morax.service.data.kpi.KpiRatioService;
import com.baomidou.mybatisplus.core.toolkit.Wrappers;
import com.google.common.collect.Lists;
import lombok.Getter;
import lombok.RequiredArgsConstructor;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.collections4.map.MultiKeyMap;
import org.redisson.api.RLock;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.boot.autoconfigure.condition.ConditionalOnProperty;
import org.springframework.scheduling.annotation.Scheduled;
import org.springframework.stereotype.Component;
import org.springframework.transaction.annotation.Transactional;
import org.springframework.util.CollectionUtils;
import java.math.BigDecimal;
import java.math.RoundingMode;
import java.time.LocalDate;
import java.time.YearMonth;
import java.util.*;
import java.util.concurrent.locks.Lock;
import java.util.function.Predicate;
import java.util.stream.Collectors;
/**
 * @author : jiangchao
 * @className : KpiReportRatioTask
 * @description : 绩效报表定时器
 * @date : 2022-04-07 15:29
 */
@Component
@Slf4j
@RequiredArgsConstructor
@ConditionalOnProperty(prefix = "task", name = "switch", havingValue = "on")
public class KpiReportRatioTask {
    private final KpiGroupRankService kpiGroupRankService;
    private final DistributedLocker distributedLocker;
    private final KpiGroupService kpiGroupService;
    private final KpiPoolService kpiPoolService;
    private final KpiRatioService kpiRatioService;
    private final EhrRpcService ehrRpcService;
    private final OopRpcService oopRpcService;
    @Value("${spring.cache.custom.global-prefix}:kpi:group:report")
    @Getter
    private String kpiGroupReportDistKey;
    /**
     * 绩效报表定时任务
     *
     */
    @Scheduled(cron = TimeTaskConstant.KPI_REPORT)
    @Transactional(rollbackFor = Exception.class)
    public void kpiReportTask() {
        this.kpiReport(LocalDate.now().minusDays(1));
    }
    /**
     * 绩效报表定时任务
     *
     * @param date
     */
    @Transactional(rollbackFor = Exception.class)
    public void kpiReport(LocalDate date) {
        Lock lock = distributedLocker.lock(getKpiGroupReportDistKey());
        if (! ((RLock) lock).isLocked()) {
            return;
        }
        try {
            log.info("定时任务【绩效报表数据抽取】开始执行");
            kpiRatioService.update(Wrappers.<KpiRatio>lambdaUpdate()
                    .set(KpiRatio::getYn, Boolean.FALSE)
                    .eq(KpiRatio::getDate, date)
            );
            List<KpiGroup> allKpiGroups = kpiGroupService.queryKgiGroupsByDay(date);
            Map<Long, List<KpiGroup>> groupKpiGroupMap = allKpiGroups.stream().collect(Collectors.groupingBy(KpiGroup::getGroupId));
            List<KpiRatio> kpiRatios = Lists.newArrayListWithCapacity(500);
            YearMonth curMonth = YearMonth.from(date);
            YearMonth preMonth = YearMonth.from(date.minusMonths(1));
            YearMonth preTwoMonth = YearMonth.from(date.minusMonths(2));
            //遍历集团
            oopRpcService.allGroups().stream().forEach(group -> {
                //构建查询参数
                Long groupId = group.getId();
                GroupCalKpiRatioDTO calDTO = buildParam(curMonth, preMonth, preTwoMonth, groupId);
                calDTO.setKpiGroups(groupKpiGroupMap.getOrDefault(groupId, new ArrayList<>()));
                //查询所有门店
                Set<Long> shopIds = calDTO.getKpiGroups().stream().map(salaryGroup -> {
                    return salaryGroup.getShopIds().stream().map(Long::new).collect(Collectors.toList());
                }).collect(HashSet::new, Set::addAll, Set::addAll);
                if (PublicUtil.isEmpty(shopIds)) {
                    return;
                }
                List<ShopDTO> shopDTOs = oopRpcService.queryShops(new ArrayList<>(shopIds));
                //计算管理者数据
                calManagerData(calDTO, kpiRatios, shopDTOs, shopIds);
                //计算绩效排名组 门店
                calKpiRankData(calDTO, kpiRatios, shopDTOs);
                //计算员工
                calStaffData(calDTO, kpiRatios);
                //计算绩效组门店
                calShopData(calDTO, kpiRatios, shopDTOs);
            });
            if (PublicUtil.isNotEmpty(kpiRatios)) {
                kpiRatios.stream().forEach(kpiRatio -> {
                    kpiRatio.setDate(date);
                    kpiRatio.setYn(Boolean.TRUE);
                });
                kpiRatioService.saveBatch(kpiRatios);
            }
        } catch (Exception e){
            log.error(e.getMessage(), e);
        } finally {
            lock.unlock();
        }
    }
    /**
     *
     * 构建查询参数
     * @param curMonth
     * @param preMonth
     * @param preTwoMonth
     * @param groupId
     * @return
     */
    public GroupCalKpiRatioDTO buildParam(YearMonth curMonth, YearMonth preMonth, YearMonth preTwoMonth, Long groupId) {
        List<YearMonth> yearMonths = new ArrayList<YearMonth>(){{add(curMonth);add(preMonth);add(preTwoMonth);}};
        List<KpiPool> kpiPools = kpiPoolService.list(Wrappers.<KpiPool>lambdaQuery()
                .in(KpiPool::getMonthly, yearMonths)
                .eq(KpiPool::getYn, Boolean.TRUE)
                .eq(KpiPool::getGroupId, groupId)
        );
        Map<YearMonth, List<KpiPool>> poolMap = kpiPools.stream().collect(Collectors.groupingBy(KpiPool::getMonthly));
        List<KpiPool> curMonthPools = poolMap.getOrDefault(curMonth, new ArrayList<>());
        List<KpiPool> preMonthPools = poolMap.getOrDefault(preMonth, new ArrayList<>());
        List<KpiPool> preTwoMonthPools = poolMap.getOrDefault(preTwoMonth, new ArrayList<>());
        List<KpiGroupRank> kpiGroupRanks = kpiGroupRankService.list(Wrappers.<KpiGroupRank>lambdaQuery()
                .eq(KpiGroupRank::getYn, Boolean.TRUE)
                .eq(KpiGroupRank::getGroupId, groupId)
        );
        GroupCalKpiRatioDTO calDTO = new GroupCalKpiRatioDTO();
        calDTO.setCurMonthPools(curMonthPools);
        calDTO.setPreMonthPools(preMonthPools);
        calDTO.setPreTwoMonthPools(preTwoMonthPools);
        calDTO.setGroupId(groupId);
        calDTO.setKpiGroupRanks(kpiGroupRanks);
        return calDTO;
    }
    /**
     * 计算管理者维度数据 (门店、绩效组)
     *
     * @param calDto
     */
    public void calManagerData(GroupCalKpiRatioDTO calDto,
                               List<KpiRatio> kpiRatios,
                               List<ShopDTO> shopDTOs,
                               Set<Long> shopIds
    ) {
        List<KpiPool> curMonthPools = calDto.getCurMonthPools();
        List<KpiPool> preMonthPools = calDto.getPreMonthPools();
        List<KpiPool> preTwoMonthPools = calDto.getPreTwoMonthPools();
        List<KpiGroup> kpiGroups = calDto.getKpiGroups();
        Map<Long, Set<Long>> kpiGroupPostShopIds = kpiGroups.stream().collect(Collectors.toMap(
                KpiGroup::getPostId, kpiGroup -> new HashSet<>(kpiGroup.getShopIds()),
                (v1, v2) -> {v1.addAll(v2);return v1;}));
        MultiKeyMap<Long, Long> kpiGroupPostShopIdMap = new MultiKeyMap<>();
        for (KpiGroup kpiGroup : kpiGroups) {
            for (Long shopId : kpiGroup.getShopIds()) {
                kpiGroupPostShopIdMap.put(kpiGroup.getPostId(), shopId, kpiGroup.getId());
            }
        }
        List<ManagerDTO> managerDTOS = ehrRpcService.getRealTimeShopManager(new ArrayList<>(shopIds));
        for (ManagerDTO manager : managerDTOS) {
            Map<Long, Set<Long>> createShopPostIdMap = new HashMap<>();
            Set<Long> createKpiGroupIds = new HashSet<>();
            //管理岗位
            for (ManagerStaffDTO managerStaffDTO : manager.getScopeList()) {
                Long postId = managerStaffDTO.getPostId();
                //绩效组所有岗位
                if (! kpiGroupPostShopIds.keySet().contains(postId)) {
                    continue;
                }
                //管理门店
                for (ManagerStaffShopDTO shopDTO : managerStaffDTO.getShopList()) {
                    //绩效组岗位所有门店
                    if (! kpiGroupPostShopIds.get(postId).contains(shopDTO.getShopId())) {
                        continue;
                    }
                    Long shopId = shopDTO.getShopId();
                    if (createShopPostIdMap.containsKey(shopId)) {
                        createShopPostIdMap.get(shopId).add(postId);
                    } else {
                        createShopPostIdMap.put(shopId, new HashSet<Long>(){{add(postId);}});
                    }
                    if (kpiGroupPostShopIdMap.containsKey(postId, shopDTO.getShopId())) {
                        createKpiGroupIds.add(kpiGroupPostShopIdMap.get(postId, shopDTO.getShopId()));
                    }
                }
            }
            //管理者门店、岗位 与 绩效组门店、岗位没有匹配
            if (PublicUtil.isEmpty(createShopPostIdMap)) {
                continue;
            }
            Set<Long> manageStaffIds = manager.getManageStaffList().stream().map(StaffBaseInfoDTO::getId).collect(Collectors.toSet());
            kpiGroups.stream().filter(kpiGroup -> createKpiGroupIds.contains(kpiGroup.getId())).forEach(kpiGroup -> {
                KpiRatio kpiRatio = new KpiRatio(ReportDimensionEnum.MANAGER_KPI_GROUP, calDto.getGroupId());
                kpiRatio.setS1(manager.getStaffName());
                kpiRatio.setL1(manager.getStaffId());
                kpiRatio.setS4(kpiGroup.getName());
                kpiRatio.setL4(kpiGroup.getId());
                kpiRatio.setS3(kpiGroup.getPostName());
                kpiRatio.setL3(kpiGroup.getPostId());
                Predicate<KpiPool> predicate = pool -> {
                    return kpiGroup.getId().equals(pool.getKpiGroupId()) && manageStaffIds.contains(pool.getUserId())
                            && Boolean.TRUE.equals(pool.getInclusion());
                };
                kpiRatio.setB1(averageRatio(curMonthPools, predicate));
                kpiRatio.setB2(monthRatio(curMonthPools, predicate));
                kpiRatio.setB3(monthRatio(preMonthPools, predicate));
                kpiRatio.setB4(monthRatio(preTwoMonthPools, predicate));
                kpiRatio.setS8(String.join(",", kpiGroup.getShopIds().stream().map(String::valueOf).collect(Collectors.toList())));
                kpiRatios.add(kpiRatio);
            });
            Set<Long> createShopIds = createShopPostIdMap.keySet();
            shopDTOs.stream().filter(shopDTO -> createShopIds.contains(shopDTO.getId())).forEach(shopDTO -> {
                KpiRatio kpiRatio = new KpiRatio(ReportDimensionEnum.MANAGER_SHOP, calDto.getGroupId());
                Long shopId = shopDTO.getId();
                String shopName = shopDTO.getShopName();
                kpiRatio.setS1(manager.getStaffName());
                kpiRatio.setL1(manager.getStaffId());
                kpiRatio.setL2(shopId);
                kpiRatio.setS2(shopName);
                Set<Long> postIds = createShopPostIdMap.get(shopDTO.getId());
                if (PublicUtil.isNotEmpty(postIds)) {
                    kpiRatio.setS8(String.join(",", postIds.stream().map(String::valueOf).collect(Collectors.toList())));
                }
                Predicate<KpiPool> predicate = pool -> {
                    return shopId.equals(pool.getShopId()) && manageStaffIds.contains(pool.getUserId())
                            && Boolean.TRUE.equals(pool.getInclusion());
                };
                kpiRatio.setB1(averageRatio(curMonthPools, predicate));
                kpiRatio.setB2(monthRatio(curMonthPools, predicate));
                kpiRatio.setB3(monthRatio(preMonthPools, predicate));
                kpiRatio.setB4(monthRatio(preTwoMonthPools, predicate));
                kpiRatio.setB7(countStaffNum(curMonthPools, predicate));
                kpiRatios.add(kpiRatio);
            });
            KpiRatio kpiRatio = new KpiRatio(ReportDimensionEnum.MANAGER, calDto.getGroupId());
            kpiRatio.setS1(manager.getStaffName());
            kpiRatio.setL1(manager.getStaffId());
            Set<String> roleCodes = manager.getScopeList().stream()
                    .flatMap(managerStaffVo -> managerStaffVo.getRoleList().stream())
                    .map(ManagerStaffRoleDTO::getRoleCode)
                    .collect(Collectors.toSet());
            Set<String> roleNames = manager.getScopeList().stream()
                    .flatMap(managerStaffVo -> managerStaffVo.getRoleList().stream())
                    .map(ManagerStaffRoleDTO::getRoleName)
                    .collect(Collectors.toSet());
            if (PublicUtil.isNotEmpty(roleCodes)) {
                kpiRatio.setS6(String.join(",", roleCodes));
            }
            if (PublicUtil.isNotEmpty(roleNames)) {
                kpiRatio.setS7(String.join(",", roleNames));
            }
            if (PublicUtil.isNotEmpty(createShopIds)) {
                kpiRatio.setS9(String.join(",", createShopIds.stream().map(String::valueOf).collect(Collectors.toList())));
            }
            Predicate<KpiPool> predicate = pool -> {
                return manageStaffIds.contains(pool.getUserId()) && Boolean.TRUE.equals(pool.getInclusion());
            };
            kpiRatio.setB1(averageRatio(curMonthPools, predicate));
            kpiRatio.setB2(monthRatio(curMonthPools, predicate));
            kpiRatio.setB3(monthRatio(preMonthPools, predicate));
            kpiRatio.setB4(monthRatio(preTwoMonthPools, predicate));
            kpiRatios.add(kpiRatio);
        }
    }
    
    /**
     * 计算绩效排名组-门店维度数据
     *
     * @param calDto
     * @param kpiRatios
     */
    public void calKpiRankData(GroupCalKpiRatioDTO calDto,
                               List<KpiRatio> kpiRatios,
                               List<ShopDTO> shopDTOs
    ) {
        List<KpiPool> curMonthPools = calDto.getCurMonthPools();
        List<KpiPool> preMonthPools = calDto.getPreMonthPools();
        List<KpiPool> preTwoMonthPools = calDto.getPreTwoMonthPools();
        List<KpiGroup> kpiGroups = calDto.getKpiGroups();
        for (KpiGroupRank rank : calDto.getKpiGroupRanks()) {
            List<String> kgcs = rank.getKgcs();
            List<KpiGroup> rankKpiGroups = kpiGroups.stream()
                    .filter(kpiGroup -> kgcs.contains(kpiGroup.getKgc()))
                    .collect(Collectors.toList());
            Set<Long> createShopIds = rankKpiGroups.stream().flatMap(kpiGroup -> kpiGroup.getShopIds().stream()).collect(Collectors.toSet());
            shopDTOs.stream().filter(shop -> createShopIds.contains(shop.getId())).forEach(shop -> {
                KpiRatio kpiRatio = new KpiRatio(ReportDimensionEnum.KPI_RANK_SHOP, calDto.getGroupId());;
                Long shopId = shop.getId();
                Predicate<KpiPool> predicate = pool -> {
                    return shopId.equals(pool.getShopId()) && kgcs.contains(pool.getKgc()) && Boolean.TRUE.equals(pool.getInclusion());
                };
                kpiRatio.setS5(rank.getName());
                kpiRatio.setL5(rank.getId());
                kpiRatio.setL2(shopId);
                kpiRatio.setS2(shop.getShopName());
                kpiRatio.setB1(averageRatio(curMonthPools, predicate));
                kpiRatio.setB7(countStaffNum(curMonthPools, predicate));
                kpiRatio.setB2(monthRatio(curMonthPools, predicate));
                kpiRatio.setB3(monthRatio(preMonthPools, predicate));
                kpiRatio.setB4(monthRatio(preTwoMonthPools, predicate));
                kpiRatios.add(kpiRatio);
            });
            KpiRatio kpiRatio = new KpiRatio(ReportDimensionEnum.KPI_RANK, calDto.getGroupId());;
            Predicate<KpiPool> predicate = pool -> {
                return kgcs.contains(pool.getKgc()) && Boolean.TRUE.equals(pool.getInclusion());
            };
            kpiRatio.setS5(rank.getName());
            kpiRatio.setL5(rank.getId());
            if (PublicUtil.isNotEmpty(createShopIds)) {
                kpiRatio.setS9(String.join(",", createShopIds.stream().map(String::valueOf).collect(Collectors.toList())));
            }
            kpiRatio.setB1(averageRatio(curMonthPools, predicate));
            kpiRatio.setB2(monthRatio(curMonthPools, predicate));
            kpiRatio.setB3(monthRatio(preMonthPools, predicate));
            kpiRatio.setB4(monthRatio(preTwoMonthPools, predicate));
            kpiRatios.add(kpiRatio);
        }
    }
    /**
     * 计算绩效组门店维度数据
     *
     * @param calDto
     * @param kpiRatios
     */
    public void calShopData(GroupCalKpiRatioDTO calDto,
                            List<KpiRatio> kpiRatios,
                            List<ShopDTO> shopDTOs
    ) {
        List<KpiPool> curMonthPools = calDto.getCurMonthPools();
        List<KpiPool> preMonthPools = calDto.getPreMonthPools();
        List<KpiPool> preTwoMonthPools = calDto.getPreTwoMonthPools();
        List<KpiGroup> kpiGroups = calDto.getKpiGroups();
        shopDTOs.stream().forEach(shop -> {
            KpiRatio kpiRatio = new KpiRatio(ReportDimensionEnum.SHOP, calDto.getGroupId());
            Long shopId = shop.getId();
            Predicate<KpiPool> predicate = pool -> {
                return shopId.equals(pool.getShopId()) && Boolean.TRUE.equals(pool.getInclusion());
            };
            kpiRatio.setL2(shopId);
            kpiRatio.setS2(shop.getShopName());
            kpiRatio.setB1(averageRatio(curMonthPools, predicate));
            kpiRatio.setB7(countStaffNum(curMonthPools, predicate));
            kpiRatio.setB2(monthRatio(curMonthPools, predicate));
            kpiRatio.setB3(monthRatio(preMonthPools, predicate));
            kpiRatio.setB4(monthRatio(preTwoMonthPools, predicate));
            kpiRatios.add(kpiRatio);
            for (KpiGroup kpiGroup : kpiGroups) {
                List<Long> shopIds = kpiGroup.getShopIds();
                if (! shopIds.contains(shopId)) {
                    continue;
                }
                KpiRatio kpiRatioKpiGroup = new KpiRatio(ReportDimensionEnum.SHOP_KPI_GROUP, calDto.getGroupId());
                Predicate<KpiPool> predicateKpiGroup = pool -> {
                    return shopId.equals(pool.getShopId()) && kpiGroup.getId().equals(pool.getKpiGroupId()) && Boolean.TRUE.equals(pool.getInclusion());
                };
                kpiRatioKpiGroup.setL2(shopId);
                kpiRatioKpiGroup.setS2(shop.getShopName());
                kpiRatioKpiGroup.setS4(kpiGroup.getName());
                kpiRatioKpiGroup.setL4(kpiGroup.getId());
                kpiRatioKpiGroup.setB1(averageRatio(curMonthPools, predicateKpiGroup));
                kpiRatioKpiGroup.setB2(monthRatio(curMonthPools, predicateKpiGroup));
                kpiRatioKpiGroup.setB3(monthRatio(preMonthPools, predicateKpiGroup));
                kpiRatioKpiGroup.setB4(monthRatio(preTwoMonthPools, predicateKpiGroup));
                kpiRatios.add(kpiRatioKpiGroup);
            }
        });
    }
    /**
     * 计算员工维度数据
     *
     * @param calDto
     */
    public void calStaffData(GroupCalKpiRatioDTO calDto,
                           List<KpiRatio> kpiRatios
    ) {
        List<KpiPool> curMonthPools = calDto.getCurMonthPools();
        List<KpiPool> preMonthPools = calDto.getPreMonthPools();
        List<KpiPool> preTwoMonthPools = calDto.getPreTwoMonthPools();
        List<KpiGroup> kpiGroups = calDto.getKpiGroups();
        List<KpiGroupRank> kpiGroupRanks = calDto.getKpiGroupRanks();
        Map<Long, String> kpiGroupNameMap = kpiGroups.stream().collect(Collectors.toMap(KpiGroup::getId, KpiGroup::getName, (v1, v2) -> v1));
        Map<String, KpiGroupRank> kgcRankMap = new HashMap<>();
        for (KpiGroupRank rank : kpiGroupRanks) {
            for (String kgc : rank.getKgcs()) {
                kgcRankMap.put(kgc, rank);
            }
        }
        for (KpiPool pool : curMonthPools) {
            KpiRatio kpiRatio = new KpiRatio(ReportDimensionEnum.STAFF, calDto.getGroupId());;
            Long staffId = pool.getUserId();
            kpiRatio.setS1(pool.getUserName());
            kpiRatio.setS2(pool.getShopName());
            kpiRatio.setS3(pool.getPostName());
            kpiRatio.setI2(pool.getRank());
            kpiRatio.setB5(pool.getInclusion());
            kpiRatio.setI1(pool.getActualStar().getValue());
            kpiRatio.setL1(pool.getUserId());
            kpiRatio.setL2(pool.getShopId());
            kpiRatio.setL3(pool.getPostId());
            kpiRatio.setL6(pool.getId());
            kpiRatio.setL4(pool.getKpiGroupId());
            kpiRatio.setS4(kpiGroupNameMap.getOrDefault(pool.getKpiGroupId(), " "));
            if (kgcRankMap.containsKey(pool.getKgc())) {
                KpiGroupRank rank = kgcRankMap.get(pool.getKgc());
                kpiRatio.setL5(rank.getId());
                kpiRatio.setS5(rank.getName());
            }
            Predicate<KpiPool> predicate = poolDto -> staffId.equals(poolDto.getUserId()) && Boolean.TRUE.equals(pool.getInclusion());
            kpiRatio.setB1(averageRatio(curMonthPools, predicate));
            Optional<BigDecimal> curMonthOp = curMonthPools.stream()
                    .filter(poolDto -> poolDto.getUserId().equals(staffId) && Boolean.TRUE.equals(pool.getInclusion()))
                    .findFirst()
                    .map(KpiPool::getKpiScoreRatio);
            Optional<BigDecimal> preMonthOp = preMonthPools.stream()
                    .filter(poolDto -> poolDto.getUserId().equals(staffId) && Boolean.TRUE.equals(pool.getInclusion()))
                    .findFirst()
                    .map(KpiPool::getKpiScoreRatio);
            Optional<BigDecimal> preTwoMonthOp = preTwoMonthPools.stream()
                    .filter(poolDto -> poolDto.getUserId().equals(staffId) && Boolean.TRUE.equals(pool.getInclusion()))
                    .findFirst()
                    .map(KpiPool::getKpiScoreRatio);
            if (curMonthOp.isPresent()) {
                kpiRatio.setB2(curMonthOp.get().multiply(new BigDecimal("100")).setScale(2, RoundingMode.DOWN));
            }
            if (preMonthOp.isPresent()) {
                kpiRatio.setB3(preMonthOp.get().multiply(new BigDecimal("100")).setScale(2, RoundingMode.DOWN));
            }
            if (preTwoMonthOp.isPresent()) {
                kpiRatio.setB4(preTwoMonthOp.get().multiply(new BigDecimal("100")).setScale(2, RoundingMode.DOWN));
            }
            kpiRatios.add(kpiRatio);
        }
    }
    /**
     * 绩效池平均绩效得分率
     *
     * @param pools
     * @return
     */
    public BigDecimal countStaffNum(Collection<KpiPool> pools, Predicate<KpiPool> predicate) {
        if (CollectionUtils.isEmpty(pools)) {
            return BigDecimal.ZERO;
        }
        Long staffNum = pools.stream()
                .filter(predicate)
                .count();
        return new BigDecimal(staffNum);
    }
    /**
     * 绩效池平均绩效得分率
     *
     * @param pools
     * @return
     */
    public BigDecimal averageRatio(Collection<KpiPool> pools, Predicate<KpiPool> predicate) {
        if (CollectionUtils.isEmpty(pools)) {
            return BigDecimal.ZERO;
        }
        Double averageRatioDouble = pools.stream()
                .filter(predicate)
                .mapToDouble(r -> Optional.ofNullable(r.getAverageKpiScoreRatio()).orElse(BigDecimal.ZERO).doubleValue())
                .average()
                .orElse(0);
        BigDecimal averageRatio = new BigDecimal(averageRatioDouble.toString());
        return averageRatio.multiply(new BigDecimal("100")).setScale(2, RoundingMode.DOWN);
    }
    /**
     * 当月绩效池平均绩效得分率
     *
     * @param pools
     * @return
     */
    public BigDecimal monthRatio(Collection<KpiPool> pools, Predicate<KpiPool> predicate) {
        if (CollectionUtils.isEmpty(pools)) {
            return BigDecimal.ZERO;
        }
        Double averageRatioDouble = pools.stream()
                .filter(predicate)
                .mapToDouble(r -> Optional.ofNullable(r.getKpiScoreRatio()).orElse(BigDecimal.ZERO).doubleValue())
                .average()
                .orElse(0);
        BigDecimal averageRatio = new BigDecimal(averageRatioDouble.toString());
        return averageRatio.multiply(new BigDecimal("100")).setScale(2, RoundingMode.DOWN);
    }
}