异常恢复的统计数bug

fuliqi

2024-10-15 35d325f87d78d942d78a538dd36d5317f0876313

 ycl-server/src/main/java/com/ycl/platform/service/impl/TMonitorServiceImpl.java

@@ -1,19 +1,79 @@
package com.ycl.platform.service.impl;

import annotation.DataScope;
import com.baomidou.mybatisplus.core.metadata.IPage;
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
import com.mongodb.client.AggregateIterable;
import com.mongodb.client.MongoCollection;
import com.mongodb.client.MongoDatabase;
import com.ycl.platform.domain.entity.TMonitor;
import com.ycl.platform.domain.excel.VideoDailyExp;
import com.ycl.platform.domain.excel.VideoTotalExp;
import com.ycl.platform.domain.form.VideoExportForm;
import com.ycl.platform.domain.query.DashboardQuery;
import com.ycl.platform.domain.query.DataCenterQuery;
import com.ycl.platform.domain.query.HomeQuery;
import com.ycl.platform.domain.result.BaseResult;
import com.ycl.platform.domain.result.HK.FaceDeviceInspectionResult;
import com.ycl.platform.domain.result.HK.FaceDeviceSamplingResult;
import com.ycl.platform.domain.result.HK.VehicleDeviceInspectionResult;
import com.ycl.platform.domain.result.HK.VehicleDeviceSamplingResult;
import com.ycl.platform.domain.result.SYS.TMonitorResult;
import com.ycl.platform.domain.result.UY.MonitorQualifyResult;
import com.ycl.platform.domain.result.UY.OsdCheckResult;
import com.ycl.platform.domain.result.UY.RecordMetaDSumResult;
import com.ycl.platform.domain.vo.DynamicColumnVO;
import com.ycl.platform.domain.vo.TMonitorVO;
import com.ycl.platform.domain.vo.WorkOrderVO;
import com.ycl.platform.domain.vo.home.BaseHomeVO;
import com.ycl.platform.domain.vo.home.HomeCarVO;
import com.ycl.platform.domain.vo.home.HomeFaceVO;
import com.ycl.platform.domain.vo.home.HomeVideoVO;
import com.ycl.platform.domain.vo.screen.MonitorRateVO;
import com.ycl.platform.domain.vo.screen.MonitorTotalVO;
import com.ycl.platform.mapper.DynamicColumnMapper;
import com.ycl.platform.mapper.TMonitorMapper;
import com.ycl.platform.mapper.WorkOrderMapper;
import com.ycl.platform.service.ITMonitorService;
import com.ycl.system.Result;
import com.ycl.system.entity.SysDictData;
import com.ycl.system.mapper.SysConfigMapper;
import com.ycl.system.mapper.SysDictDataMapper;
import com.ycl.system.page.PageUtil;
import com.ycl.system.service.ISysConfigService;
import com.ycl.utils.DateUtils;
import com.ycl.utils.StringUtils;
import constant.ApiConstants;
import constant.CheckConstants;
import enumeration.general.AreaDeptEnum;
import jakarta.servlet.http.HttpServletResponse;
import lombok.SneakyThrows;
import org.apache.commons.lang3.ObjectUtils;
import org.bson.Document;
import org.springframework.beans.BeanUtils;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.data.mongodb.core.MongoTemplate;
import org.springframework.data.mongodb.core.query.Criteria;
import org.springframework.data.mongodb.core.query.Query;
import org.springframework.stereotype.Service;
import org.springframework.util.CollectionUtils;
import pojo.ExcelExp;
import utils.poi.ExcelUtilManySheet;

import java.util.List;
import java.util.Map;
import java.util.Objects;
import java.io.IOException;
import java.lang.reflect.Field;
import java.lang.reflect.InvocationTargetException;
import java.math.BigDecimal;
import java.text.DecimalFormat;
import java.text.ParseException;
import java.text.SimpleDateFormat;
import java.time.LocalDate;
import java.time.YearMonth;
import java.time.ZoneId;
import java.time.format.DateTimeFormatter;
import java.time.temporal.TemporalAdjusters;
import java.util.*;
import java.util.stream.Collectors;

/**
 * 设备资产Service业务层处理
@@ -22,12 +82,19 @@
 * @date 2024-03-04
 */
@Service
public class TMonitorServiceImpl extends ServiceImpl<TMonitorMapper, TMonitor> implements ITMonitorService
{
public class TMonitorServiceImpl extends ServiceImpl<TMonitorMapper, TMonitor> implements ITMonitorService {
    @Autowired
    private TMonitorMapper tMonitorMapper;
    @Autowired
    private ISysConfigService configService;
    @Autowired
    private MongoTemplate mongoTemplate;
    @Autowired
    private WorkOrderMapper workOrderMapper;
    @Autowired
    private SysDictDataMapper dictDataMapper;
    @Autowired
    private DynamicColumnMapper dynamicColumnMapper;

    /**
     * 查询设备资产
@@ -36,31 +103,188 @@
     * @return 设备资产
     */
    @Override
    public TMonitor selectTMonitorById(Long id)
    {
    public TMonitor selectTMonitorById(Long id) {
        return tMonitorMapper.selectTMonitorById(id);
    }

    /**
     * 查询设备资产列表
     * 异常恢复监控、车辆、人脸、视频通用接口
     *
     * @param tMonitor 设备资产
     * @return 设备资产
     */
    @Override
    @DataScope(deptAlias = "d",userAlias = "u")
    public List<TMonitorVO> selectTMonitorList(TMonitor tMonitor)
    {
        List<TMonitorVO> monitors = tMonitorMapper.selectTMonitorList(tMonitor);
        if (Objects.equals(tMonitor.getRecovery(), 1)) {
    @DataScope(deptAlias = "d", userAlias = "u")
    public List<TMonitorVO> selectTMonitorList(TMonitorVO tMonitor) {
        // 异常恢复监控
        if (Objects.equals(tMonitor.getRecovery(), 1L)) {
            String time = configService.selectConfigByKey("abnormal.equipment.continuous.attention.time");
            if (StringUtils.isBlank(time)) {
                throw new RuntimeException("请配置异常设备连续关注时间");
            }
            List<TMonitorVO> recoveryMonitors = tMonitorMapper.selectRecoveryMonitor(time);
            monitors.addAll(recoveryMonitors);
            tMonitor.setTime(time);
        }
        List<TMonitorVO> monitors = tMonitorMapper.selectTMonitorList(tMonitor);
        // 异常恢复监控
        if (Objects.equals(tMonitor.getRecovery(), 1L)) {
            //工单号
            List<String> orders = monitors.stream().map(TMonitorVO::getWorkOrderNo).collect(Collectors.toList());
            if (CollectionUtils.isEmpty(orders)) {
                return monitors;
            }
            List<WorkOrderVO> voList = workOrderMapper.getRecoveryInfo(orders);
            for (TMonitorVO monitor : monitors) {
                if (!CollectionUtils.isEmpty(voList)) {
                    for (WorkOrderVO workOrderVO : voList) {
                        if (monitor.getWorkOrderNo().equals(workOrderVO.getWorkOrderNo())) {
                            monitor.setUnitContact(workOrderVO.getUnitContact());
                            monitor.setUnitContactPhone(workOrderVO.getUnitContactPhone());
                            monitor.setYwPeopleName(workOrderVO.getYwPeopleName());
                            monitor.setErrorType(workOrderVO.getErrorType());
                        }
                    }
                }
            }
            return monitors;
        }
        //设备编号
        List<String> numbers = monitors.stream().map(TMonitorVO::getSerialNumber).collect(Collectors.toList());
        Query query = new Query();
        Date now = new Date();
        query.addCriteria(Criteria.where("no").in(numbers)
                .and("mongoCreateTime").gte(DateUtils.getDayStart(now)).lt(DateUtils.getDayEnd(now))
        );
        //一机一档信息
        List<MonitorQualifyResult> monitorQualifyResults = mongoTemplate.find(query, MonitorQualifyResult.class);
        // 视频监控设备
        if (Objects.equals(tMonitor.getCameraFunType(), "1")) {
            //OSD信息
            List<OsdCheckResult> osdCheckResults = mongoTemplate.find(query, OsdCheckResult.class);
            //录像可用信息
            List<RecordMetaDSumResult> videoResults = mongoTemplate.find(query, RecordMetaDSumResult.class);
            for (TMonitorVO monitor : monitors) {
                monitor.setMongoCreateTime(now);
                //一机一档
                setOneFile(monitorQualifyResults, monitor);
                //录像
                if (!CollectionUtils.isEmpty(videoResults)) {
                    for (RecordMetaDSumResult videoResult : videoResults) {
                        if (monitor.getSerialNumber().equals(videoResult.getNo())) {
                            monitor.setVideoComplete(videoResult.getRecordStatus());
                            monitor.setVideoLoseTime(videoResult.getMissDuration());
                        }
                    }
                }
                //OSD
                if (!CollectionUtils.isEmpty(osdCheckResults)) {
                    for (OsdCheckResult osdCheckResult : osdCheckResults) {
                        if (monitor.getSerialNumber().equals(osdCheckResult.getNo())) {
                            monitor.setOSD(OsdCheckResult.checkOsd(osdCheckResult));
                            monitor.setOSDTime(OsdCheckResult.checkTime(osdCheckResult));
                        }
                    }
                }
            }
        }
        // 车辆监控设备
        if (Objects.equals(tMonitor.getCameraFunType(), "2")) {
            //属性一致率、大图、url
            List<VehicleDeviceSamplingResult> sampleResults = mongoTemplate.find(query, VehicleDeviceSamplingResult.class);
            //抓拍量、时钟、上传
            List<VehicleDeviceInspectionResult> inspectResults = mongoTemplate.find(query, VehicleDeviceInspectionResult.class);
            for (TMonitorVO monitor : monitors) {
                monitor.setMongoCreateTime(now);
                //一机一档
                setOneFile(monitorQualifyResults, monitor);
                //属性一致率、大图、url
                if (!CollectionUtils.isEmpty(sampleResults)) {
                    for (VehicleDeviceSamplingResult sampleResult : sampleResults) {
                        if (monitor.getSerialNumber().equals(sampleResult.getNo())) {
                            if (sampleResult.getBigUseful() != null) {
                                monitor.setBigUsefulPercent(sampleResult.getBigUseful().getBigUsefulPercent());
                                monitor.setUrlPercent(VehicleDeviceSamplingResult.BigUsefulness.calUrl(sampleResult.getBigUseful()));
                            }
                            if (sampleResult.getVehDiff() != null) {
                                monitor.setImportantConPercent(sampleResult.getVehDiff().getImportantConPercent());
                                monitor.setMajorConPercent(sampleResult.getVehDiff().getMajorConPercent());
                            }
                        }
                    }
                }
                //抓拍量、时钟、上传
                if (!CollectionUtils.isEmpty(inspectResults)) {
                    for (VehicleDeviceInspectionResult inspectResult : inspectResults) {
                        if (monitor.getSerialNumber().equals(inspectResult.getNo())) {
                            monitor.setSnapResult(inspectResult.getSnapResult());
                            monitor.setSnapCount(inspectResult.getDataCount());
                            if (inspectResult.getSnapClock() != null)
                                monitor.setClockPercent(inspectResult.getSnapClock().getClockPercent());
                            if (inspectResult.getSnapTimely() != null)
                                monitor.setUploadPercent(inspectResult.getSnapTimely().getTimelyPercent());
                        }
                    }
                }
            }
        }
        // 人脸监控设备
        if (Objects.equals(tMonitor.getCameraFunType(), "3")) {
            //人脸合格、大图、url访问异常
            List<FaceDeviceSamplingResult> sampleResults = mongoTemplate.find(query, FaceDeviceSamplingResult.class);
            //抓拍量、时钟、上传
            List<FaceDeviceInspectionResult> inspectResults = mongoTemplate.find(query, FaceDeviceInspectionResult.class);
            for (TMonitorVO monitor : monitors) {
                monitor.setMongoCreateTime(now);
                //一机一档
                setOneFile(monitorQualifyResults, monitor);
                //人脸合格、大图、url访问异常
                if (!CollectionUtils.isEmpty(sampleResults)) {
                    for (FaceDeviceSamplingResult sampleResult : sampleResults) {
                        if (monitor.getSerialNumber().equals(sampleResult.getNo())) {
                            if (sampleResult.getBigUseful() != null) {
                                monitor.setBigUsefulPercent(sampleResult.getBigUseful().getBigUsefulPercent());
                                monitor.setUrlPercent(FaceDeviceSamplingResult.BigUsefulness.calUrl(sampleResult.getBigUseful()));
                            }
                            if (sampleResult.getFaceEligibility() != null)
                                monitor.setFacePercent(sampleResult.getFaceEligibility().getFaceEligPercent());
                        }
                    }
                }
                //抓拍量、时钟、上传、建模失败率
                if (!CollectionUtils.isEmpty(inspectResults)) {
                    for (FaceDeviceInspectionResult inspectResult : inspectResults) {
                        if (monitor.getSerialNumber().equals(inspectResult.getNo())) {
                            monitor.setSnapResult(inspectResult.getSnapResult());
                            monitor.setSnapCount(inspectResult.getDataCount());
                            if (inspectResult.getSnapClock() != null)
                                monitor.setClockPercent(inspectResult.getSnapClock().getClockPercent());
                            if (inspectResult.getSnapTimely() != null)
                                monitor.setUploadPercent(inspectResult.getSnapTimely().getTimelyPercent());
                            if (inspectResult.getSnapValidity() != null)
                                monitor.setFailPercent(inspectResult.getSnapValidity().getFailPercent());
                        }
                    }
                }
            }
        }
        return monitors;
    }

    /**
     * 补充一机一档信息
     *
     * @param monitorQualifyResults
     * @param monitor
     */
    private void setOneFile(List<MonitorQualifyResult> monitorQualifyResults, TMonitorVO monitor) {
        if (!CollectionUtils.isEmpty(monitorQualifyResults)) {
            for (MonitorQualifyResult oneFile : monitorQualifyResults) {
                if (monitor.getSerialNumber().equals(oneFile.getNo())) {
                    monitor.setMonitorQualify(MonitorQualifyResult.correct(oneFile));
                    monitor.setNewMonitor(oneFile.getNewDevice());
                }
            }
        }
    }

    /**
@@ -70,8 +294,7 @@
     * @return 结果
     */
    @Override
    public int insertTMonitor(TMonitor tMonitor)
    {
    public int insertTMonitor(TMonitor tMonitor) {
        return tMonitorMapper.insertTMonitor(tMonitor);
    }

@@ -82,8 +305,7 @@
     * @return 结果
     */
    @Override
    public int updateTMonitor(TMonitor tMonitor)
    {
    public int updateTMonitor(TMonitor tMonitor) {
        return tMonitorMapper.updateTMonitor(tMonitor);
    }

@@ -94,8 +316,7 @@
     * @return 结果
     */
    @Override
    public int deleteTMonitorByIds(Long[] ids)
    {
    public int deleteTMonitorByIds(Long[] ids) {
        return tMonitorMapper.deleteTMonitorByIds(ids);
    }

@@ -106,20 +327,820 @@
     * @return 结果
     */
    @Override
    public int deleteTMonitorById(Long id)
    {
    public int deleteTMonitorById(Long id) {
        return tMonitorMapper.deleteTMonitorById(id);
    }

    @Override
    @DataScope(deptAlias = "d",userAlias = "u")
    public Map<String, String> getVideoCount(TMonitor tMonitor) {
    @DataScope(deptAlias = "d", userAlias = "u")
    public Map<String, String> getVideoCount(TMonitorVO tMonitor) {
        return tMonitorMapper.getVideoCount(tMonitor);
    }

    @Override
    public Map<String, String> recoveryException() {
        String time = configService.selectConfigByKey("abnormal.equipment.continuous.attention.time");
        return tMonitorMapper.recoveryException(time);
    @DataScope(deptAlias = "d", userAlias = "u")
    public Map<String, String> recoveryException(TMonitorVO monitor) {
//        String time = configService.selectConfigByKey("abnormal.equipment.continuous.attention.time");
//        monitor.setTime(time);
        return tMonitorMapper.recoveryException(monitor);
    }

    @Override
    public Map<String, Object> home(HomeQuery monitorQuery) {
        Map<String, Object> dataMap = new HashMap<>();
        Map<String, Object> monthMap1 = new HashMap<>();
        Map<String, Object> monthMap2 = new HashMap<>();
        List<Map<String, Object>> home = baseMapper.home(monitorQuery);
        if (ObjectUtils.isNotEmpty(home)) {
            for (Map<String, Object> map : home) {
                monthMap1.put(map.get("months").toString(), map.get("num1"));
                monthMap2.put(map.get("months").toString(), map.get("num2"));
            }
            dataMap.put("name", home.get(0).get("name"));
            dataMap.put("state", monthMap1);
            dataMap.put("state2", monthMap2);
        }
        return dataMap;
    }

    @Override
    public Map<String, List<Map<String, Object>>> monitorTotal(DashboardQuery dashboardQuery) {
        List<MonitorTotalVO> monitorTotalVOS = baseMapper.monitorTotal(dashboardQuery);
        /** facilityData: {
         * video:[
         * {value: 4589,title: '设备总数'},
         * {value: 4294,title: '设备正常数'},
         * {value: 295,title: '设备异常数'}
         * ]} */
        Map<String, List<Map<String, Object>>> resultMap = new HashMap<>();
        for (MonitorTotalVO vo : monitorTotalVOS) {
            List<Map<String, Object>> list = new ArrayList();
            Map<String, Object> total = new HashMap<>();
            total.put("value", vo.getTotalNum());
            total.put("title", "设备总数");
            Map<String, Object> normal = new HashMap<>();
            normal.put("value", vo.getNormalNum());
            normal.put("title", "正常数");
            Map<String, Object> error = new HashMap<>();
            error.put("value", vo.getErrorNum());
            error.put("title", "异常数");
            list.add(total);
            list.add(normal);
            list.add(error);
            resultMap.put(vo.getType(), list);
        }
        return resultMap;
    }

    @Override
    public List<MonitorRateVO> monitorRate(DashboardQuery dashboardQuery) {
        return baseMapper.monitorRate(dashboardQuery);
    }


    @Override
    public Result assetManagement(DataCenterQuery query) {
        IPage<TMonitorVO> page = PageUtil.getPage(query, TMonitorVO.class);
        baseMapper.assetManagement(page, query);
        return Result.ok().data(page.getRecords()).total(page.getTotal());
    }

    /**
     * 导出总量数据
     */
    @Override
    public void exportVideoTotal(HttpServletResponse response, VideoExportForm exportForm) throws IOException {
        //默认查所有部门
        if(CollectionUtils.isEmpty(exportForm.getDeptIds())){
            List<Integer> deptIds = new ArrayList<>();
            for (AreaDeptEnum value : AreaDeptEnum.values()) {
                deptIds.add(value.getDeptId());
            }
            exportForm.setDeptIds(deptIds);
        }
        List<ExcelExp> mysheet = new ArrayList<>();
        exportForm.setCameraFunType(Integer.valueOf(CheckConstants.Rule_Category_Video + ""));
        VideoExportForm.convertTags(exportForm);
        List<TMonitorResult> tMonitorResults = tMonitorMapper.selectMonitorResult(exportForm);
        List<String> deviceIds = tMonitorResults.stream().map(BaseResult::getNo).collect(Collectors.toList());
        Query query = getQuery(deviceIds, exportForm.getMonth());
        //月份每日在线数据
        List<TMonitorResult> onlineResult = mongoTemplate.find(query, TMonitorResult.class);
        //月份每日录像数据
        List<RecordMetaDSumResult> recordResult = mongoTemplate.find(query, RecordMetaDSumResult.class);
        DateTimeFormatter formatter = DateTimeFormatter.ofPattern("yyyy-MM-dd");
        String[] weeks = {"星期一", "星期二", "星期三", "星期四", "星期五", "星期六", "星期日"};
        // 创建一个Map来存储每天的累加数据
        Map<String, VideoTotalExp> totalMap = new HashMap<>();
        //一个部门一个sheet
        for (Integer deptId : exportForm.getDeptIds()) {
            //从数据库集合筛选部门数据
            List<String> ids = tMonitorResults.stream().filter(tMonitorResult -> deptId.equals(tMonitorResult.getDeptId())).map(BaseResult::getNo).collect(Collectors.toList());
            if (CollectionUtils.isEmpty(ids)) continue;
            //筛选部门数据
            List<TMonitorResult> onlineList = onlineResult.stream().filter(tMonitorResult -> ids.contains(tMonitorResult.getNo())).collect(Collectors.toList());
            List<RecordMetaDSumResult> recordList = recordResult.stream().filter(result -> ids.contains(result.getNo())).collect(Collectors.toList());
            List<VideoTotalExp> videoTotalExps = new ArrayList<>();
            for (int i = 0; i < 31; i++) {
                String date = exportForm.getMonth();
                date += "-" + (i < 9 ? "0" + (i + 1) : (i + 1));
                //总量
                VideoTotalExp totalExp = totalMap.computeIfAbsent(date, k -> new VideoTotalExp());
                LocalDate parseTime = LocalDate.parse(date, formatter);
                //获取星期几
                String week = weeks[parseTime.getDayOfWeek().getValue() - 1];
                VideoTotalExp videoExp = new VideoTotalExp();
                videoExp.setDate(date);
                videoExp.setWeek(week);
                //设置点位在线总量
                List<TMonitorResult> onlines = onlineList.stream().filter(tMonitorResult -> tMonitorResult.getMongoCreateTime().minusDays(1).equals(parseTime)).collect(Collectors.toList());
                if (!CollectionUtils.isEmpty(onlines)) {
                    videoExp.setTotal(onlines.size());
                    videoExp.setOnline(Integer.valueOf(onlines.stream()
                            .filter(TMonitorResult::getPingOnline)
                            .count() + ""));
                    videoExp.setOffline(videoExp.getTotal() - videoExp.getOnline());
                }
                //设置存储情况
                List<RecordMetaDSumResult> records = recordList.stream().filter(record -> record.getMongoCreateTime().minusDays(1).equals(parseTime)).collect(Collectors.toList());
                if (!CollectionUtils.isEmpty(records)) {
                    videoExp.setNoStore(Integer.valueOf(records.stream()
                            .filter(record -> ApiConstants.UY_RecordStatus_Abnormal.equals(record.getRecordStatus()))
                            .count() + ""));
                    videoExp.setPartStore(Integer.valueOf(records.stream()
                            .filter(record -> ApiConstants.UY_RecordStatus_Interval.equals(record.getRecordStatus()))
                            .count() + ""));
                }
                videoTotalExps.add(videoExp);
                //累加作为全量表
                totalExp.setDate(date);
                totalExp.setWeek(week);
                totalExp.setTotal((totalExp.getTotal() == null ? 0 : totalExp.getTotal()) + (videoExp.getTotal() == null ? 0 : videoExp.getTotal()));
                totalExp.setOnline((totalExp.getOnline() == null ? 0 : totalExp.getOnline()) + (videoExp.getOnline() == null ? 0 : videoExp.getOnline()));
                totalExp.setOffline((totalExp.getOffline() == null ? 0 : totalExp.getOffline()) + (videoExp.getOffline() == null ? 0 : videoExp.getOffline()));
                totalExp.setNoStore((totalExp.getNoStore() == null ? 0 : totalExp.getNoStore()) + (videoExp.getNoStore() == null ? 0 : videoExp.getNoStore()));
                totalExp.setPartStore((totalExp.getPartStore() == null ? 0 : totalExp.getPartStore()) + (videoExp.getPartStore() == null ? 0 : videoExp.getPartStore()));
                totalMap.put(date, totalExp);
            }
            AreaDeptEnum areaDeptEnum = AreaDeptEnum.fromDept(deptId);
            ExcelExp excelExp = new ExcelExp(areaDeptEnum == null ? "未知" : areaDeptEnum.getName(), videoTotalExps, VideoTotalExp.class);
            mysheet.add(excelExp);
        }
        //添加全量表
        List<VideoTotalExp> totalExps = new ArrayList<>(totalMap.values());
        totalExps = totalExps.stream().sorted(Comparator.comparing(VideoTotalExp::getDate)).collect(Collectors.toList());
        ExcelExp excelExp = new ExcelExp("全量", totalExps, VideoTotalExp.class);
        mysheet.add(excelExp);
        //导出
        ExcelUtilManySheet<List<ExcelExp>> util = new ExcelUtilManySheet<>(mysheet);
        util.exportExcelManySheet(response, mysheet);
    }


    /**
     * 导出每日在线数据
     */
    @Override
    public void exportVideoOnline(HttpServletResponse response, VideoExportForm exportForm) throws IOException, NoSuchFieldException, IllegalAccessException {
        //默认查所有部门
        if(CollectionUtils.isEmpty(exportForm.getDeptIds())){
            List<Integer> deptIds = new ArrayList<>();
            for (AreaDeptEnum value : AreaDeptEnum.values()) {
                deptIds.add(value.getDeptId());
            }
            exportForm.setDeptIds(deptIds);
        }
        List<ExcelExp> mysheet = new ArrayList<>();
        exportForm.setCameraFunType(Integer.valueOf(CheckConstants.Rule_Category_Video + ""));
        VideoExportForm.convertTags(exportForm);
        List<TMonitorResult> tMonitorResults = tMonitorMapper.selectMonitorResult(exportForm);
        //获取动态列数据
        List<Integer> pointIds = tMonitorResults.stream().map(TMonitorResult::getPointId).collect(Collectors.toList());
        List<DynamicColumnVO> dynamics = dynamicColumnMapper.getDynamicsByIds("t_yw_point", pointIds);
        //补充动态列数据
        if(!CollectionUtils.isEmpty(dynamics)) {
            Map<Integer, List<DynamicColumnVO>> map = dynamics.stream().collect(Collectors.groupingBy(DynamicColumnVO::getRefId));
            for (TMonitorResult tMonitorResult : tMonitorResults) {
                Integer pointId = tMonitorResult.getPointId();
                tMonitorResult.setDynamicColumnList(map.get(pointId));
            }
        }
        List<String> deviceIds = tMonitorResults.stream().map(BaseResult::getNo).collect(Collectors.toList());
        Query query = getQuery(deviceIds, exportForm.getMonth());
        //月份每日在线数据
        List<TMonitorResult> onlineResult = mongoTemplate.find(query, TMonitorResult.class);
        //全量表
        List<VideoDailyExp> totalExps = new ArrayList<>();
        for (Integer deptId : exportForm.getDeptIds()) {
            List<VideoDailyExp> videoDailyExps = new ArrayList<>();
            //从数据库集合筛选部门数据
            List<TMonitorResult> monitors = tMonitorResults.stream().filter(tMonitorResult -> deptId.equals(tMonitorResult.getDeptId())).collect(Collectors.toList());
            if (CollectionUtils.isEmpty(monitors)) continue;
            List<String> ids = monitors.stream().map(BaseResult::getNo).collect(Collectors.toList());
            //筛选mongo区县数据
            List<TMonitorResult> onlines = onlineResult.stream().filter(result -> ids.contains(result.getNo())).collect(Collectors.toList());
            AreaDeptEnum areaDeptEnum = AreaDeptEnum.fromDept(deptId);
            for (TMonitorResult result : monitors) {
                VideoDailyExp videoDailyExp = new VideoDailyExp();
                videoDailyExp.setSerialNumber(result.getNo());
                videoDailyExp.setDeviceName(result.getName());
                videoDailyExp.setArea(areaDeptEnum == null ? "未知" : areaDeptEnum.getName());
                StringBuilder tag = new StringBuilder("" + (result.getProvinceTag() ? "省厅、" : "") + (result.getImportantTag() ? "重点点位、" : "") + (result.getImportantCommandImageTag() ? "重点指挥图像、" : "") + (result.getDeptTag() ? "部级、" : ""));
                //动态列处理加在标签里
                if(!CollectionUtils.isEmpty(result.getDynamicColumnList())){
                    List<DynamicColumnVO> dynamicColumnList = result.getDynamicColumnList();
                    for (DynamicColumnVO dynamicColumnVO : dynamicColumnList) {
                        tag.append(dynamicColumnVO.getColumnValue()).append("、");
                    }
                }
                // 删除字符串末尾的“、”
                if (tag.toString().endsWith("、")) {
                    tag = new StringBuilder(tag.substring(0, tag.length() - 1));
                }
                videoDailyExp.setTag(tag.toString());
                setOnlineDaily(videoDailyExp, result, onlines);
                videoDailyExps.add(videoDailyExp);
                //全量表
                totalExps.add(videoDailyExp);
            }
            ExcelExp excelExp = new ExcelExp(areaDeptEnum == null ? "未知" : areaDeptEnum.getName(), videoDailyExps, VideoDailyExp.class);
            mysheet.add(excelExp);
        }
        ExcelExp excelExp = new ExcelExp("全量", totalExps, VideoDailyExp.class);
        mysheet.add(excelExp);
        ExcelUtilManySheet<List<ExcelExp>> util = new ExcelUtilManySheet<>(mysheet);
        util.exportExcelManySheet(response, mysheet);
    }


    /**
     * 导出每日录像情况数据
     */
    @Override
    public void exportVideoRecord(HttpServletResponse response, VideoExportForm exportForm) throws IOException, NoSuchFieldException, IllegalAccessException {
        //默认查所有部门
        if(CollectionUtils.isEmpty(exportForm.getDeptIds())){
            List<Integer> deptIds = new ArrayList<>();
            for (AreaDeptEnum value : AreaDeptEnum.values()) {
                deptIds.add(value.getDeptId());
            }
            exportForm.setDeptIds(deptIds);
        }
        List<ExcelExp> mysheet = new ArrayList<>();
        exportForm.setCameraFunType(Integer.valueOf(CheckConstants.Rule_Category_Video + ""));
        VideoExportForm.convertTags(exportForm);
        List<TMonitorResult> tMonitorResults = tMonitorMapper.selectMonitorResult(exportForm);
        //获取动态列数据
        List<Integer> pointIds = tMonitorResults.stream().map(TMonitorResult::getPointId).collect(Collectors.toList());
        List<DynamicColumnVO> dynamics = dynamicColumnMapper.getDynamicsByIds("t_yw_point", pointIds);
        //补充动态列数据
        if(!CollectionUtils.isEmpty(dynamics)) {
            Map<Integer, List<DynamicColumnVO>> map = dynamics.stream().collect(Collectors.groupingBy(DynamicColumnVO::getRefId));
            for (TMonitorResult tMonitorResult : tMonitorResults) {
                Integer pointId = tMonitorResult.getPointId();
                tMonitorResult.setDynamicColumnList(map.get(pointId));
            }
        }
        List<String> deviceIds = tMonitorResults.stream().map(BaseResult::getNo).collect(Collectors.toList());
        Query query = getQuery(deviceIds, exportForm.getMonth());
        //月份每日录像线数据
        List<RecordMetaDSumResult> recordResult = mongoTemplate.find(query, RecordMetaDSumResult.class);
        //全量表
        List<VideoDailyExp> totalExps = new ArrayList<>();
        for (Integer deptId : exportForm.getDeptIds()) {
            List<VideoDailyExp> videoDailyExps = new ArrayList<>();
            //从数据库集合筛选部门数据
            List<TMonitorResult> monitors = tMonitorResults.stream().filter(tMonitorResult -> deptId.equals(tMonitorResult.getDeptId())).collect(Collectors.toList());
            if (CollectionUtils.isEmpty(monitors)) continue;
            List<String> ids = monitors.stream().map(BaseResult::getNo).collect(Collectors.toList());
            //筛选mongo区县数据
            List<RecordMetaDSumResult> records = recordResult.stream().filter(result -> ids.contains(result.getNo())).collect(Collectors.toList());
            AreaDeptEnum areaDeptEnum = AreaDeptEnum.fromDept(deptId);
            for (TMonitorResult result : monitors) {
                VideoDailyExp videoDailyExp = new VideoDailyExp();
                videoDailyExp.setSerialNumber(result.getNo());
                videoDailyExp.setDeviceName(result.getName());
                videoDailyExp.setArea(areaDeptEnum == null ? "未知" : areaDeptEnum.getName());
                StringBuilder tag = new StringBuilder("" + (result.getProvinceTag() ? "省厅、" : "") + (result.getImportantTag() ? "重点点位、" : "") + (result.getImportantCommandImageTag() ? "重点指挥图像、" : "") + (result.getDeptTag() ? "部级、" : ""));
                //动态列处理加在标签里
                if(!CollectionUtils.isEmpty(result.getDynamicColumnList())){
                    List<DynamicColumnVO> dynamicColumnList = result.getDynamicColumnList();
                    for (DynamicColumnVO dynamicColumnVO : dynamicColumnList) {
                        tag.append(dynamicColumnVO.getColumnValue()).append("、");
                    }
                }
                // 删除字符串末尾的“、”
                if (tag.toString().endsWith("、")) {
                    tag = new StringBuilder(tag.substring(0, tag.length() - 1));
                }
                videoDailyExp.setTag(tag.toString());
                setRecordDaily(videoDailyExp, result, records);
                //区县表
                videoDailyExps.add(videoDailyExp);
                //全量表
                totalExps.add(videoDailyExp);
            }
            ExcelExp excelExp = new ExcelExp(areaDeptEnum == null ? "未知" : areaDeptEnum.getName(), videoDailyExps, VideoDailyExp.class);
            mysheet.add(excelExp);
        }
        ExcelExp excelExp = new ExcelExp("全量", totalExps, VideoDailyExp.class);
        mysheet.add(excelExp);
        ExcelUtilManySheet<List<ExcelExp>> util = new ExcelUtilManySheet<>(mysheet);
        util.exportExcelManySheet(response, mysheet);
    }

    /**
     * 导出每日录像缺失时长
     */
    @Override
    public void exportVideoLoseTime(HttpServletResponse response, VideoExportForm exportForm) throws NoSuchFieldException, IllegalAccessException, IOException {
        //默认查所有部门
        if(CollectionUtils.isEmpty(exportForm.getDeptIds())){
            List<Integer> deptIds = new ArrayList<>();
            for (AreaDeptEnum value : AreaDeptEnum.values()) {
                deptIds.add(value.getDeptId());
            }
            exportForm.setDeptIds(deptIds);
        }
        List<ExcelExp> mysheet = new ArrayList<>();
        exportForm.setCameraFunType(Integer.valueOf(CheckConstants.Rule_Category_Video + ""));
        VideoExportForm.convertTags(exportForm);
        List<TMonitorResult> tMonitorResults = tMonitorMapper.selectMonitorResult(exportForm);
        //获取动态列数据
        List<Integer> pointIds = tMonitorResults.stream().map(TMonitorResult::getPointId).collect(Collectors.toList());
        List<DynamicColumnVO> dynamics = dynamicColumnMapper.getDynamicsByIds("t_yw_point", pointIds);
        //补充动态列数据
        if(!CollectionUtils.isEmpty(dynamics)) {
            Map<Integer, List<DynamicColumnVO>> map = dynamics.stream().collect(Collectors.groupingBy(DynamicColumnVO::getRefId));
            for (TMonitorResult tMonitorResult : tMonitorResults) {
                Integer pointId = tMonitorResult.getPointId();
                tMonitorResult.setDynamicColumnList(map.get(pointId));
            }
        }
        List<String> deviceIds = tMonitorResults.stream().map(BaseResult::getNo).collect(Collectors.toList());
        Query query = getQuery(deviceIds, exportForm.getMonth());
        //月份每日录像线数据
        List<RecordMetaDSumResult> recordResult = mongoTemplate.find(query, RecordMetaDSumResult.class);
        //全量表
        List<VideoDailyExp> totalExps = new ArrayList<>();
        for (Integer deptId : exportForm.getDeptIds()) {
            List<VideoDailyExp> videoDailyExps = new ArrayList<>();
            //从数据库集合筛选部门数据
            List<TMonitorResult> monitors = tMonitorResults.stream().filter(tMonitorResult -> deptId.equals(tMonitorResult.getDeptId())).collect(Collectors.toList());
            if (CollectionUtils.isEmpty(monitors)) continue;
            List<String> ids = monitors.stream().map(BaseResult::getNo).collect(Collectors.toList());
            //筛选mongo区县数据
            List<RecordMetaDSumResult> records = recordResult.stream().filter(result -> ids.contains(result.getNo())).collect(Collectors.toList());
            AreaDeptEnum areaDeptEnum = AreaDeptEnum.fromDept(deptId);
            for (TMonitorResult result : monitors) {
                VideoDailyExp videoDailyExp = new VideoDailyExp();
                videoDailyExp.setSerialNumber(result.getNo());
                videoDailyExp.setDeviceName(result.getName());
                videoDailyExp.setArea(areaDeptEnum == null ? "未知" : areaDeptEnum.getName());
                StringBuilder tag = new StringBuilder("" + (result.getProvinceTag() ? "省厅、" : "") + (result.getImportantTag() ? "重点点位、" : "") + (result.getImportantCommandImageTag() ? "重点指挥图像、" : "") + (result.getDeptTag() ? "部级、" : ""));
                //动态列处理加在标签里
                if(!CollectionUtils.isEmpty(result.getDynamicColumnList())){
                    List<DynamicColumnVO> dynamicColumnList = result.getDynamicColumnList();
                    for (DynamicColumnVO dynamicColumnVO : dynamicColumnList) {
                        tag.append(dynamicColumnVO.getColumnValue()).append("、");
                    }
                }
                // 删除字符串末尾的“、”
                if (tag.toString().endsWith("、")) {
                    tag = new StringBuilder(tag.substring(0, tag.length() - 1));
                }
                videoDailyExp.setTag(tag.toString());
                setLoseDaily(videoDailyExp, result, records);
                videoDailyExps.add(videoDailyExp);
                //全量表
                totalExps.add(videoDailyExp);
            }
            ExcelExp excelExp = new ExcelExp(areaDeptEnum == null ? "未知" : areaDeptEnum.getName(), videoDailyExps, VideoDailyExp.class);
            mysheet.add(excelExp);
        }
        ExcelExp excelExp = new ExcelExp("全量", totalExps, VideoDailyExp.class);
        mysheet.add(excelExp);
        ExcelUtilManySheet<List<ExcelExp>> util = new ExcelUtilManySheet<>(mysheet);
        util.exportExcelManySheet(response, mysheet);
    }

    //首页视频报表
    @Override
    public Map<String, Object> videoHome(HomeQuery monitorQuery) throws ParseException, InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException {
        List<HomeVideoVO> results = new ArrayList<>();
        String month = monitorQuery.getDate();
        if (StringUtils.isEmpty(month)) {
            //如果为空查本月的数据
            SimpleDateFormat simpleDateFormat = new SimpleDateFormat("yyyy-MM");
            month = simpleDateFormat.format(new Date());
        }
        // 创建一个SimpleDateFormat对象来解析日期字符串
        SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM");
        Date date = sdf.parse(month);
        // 创建一个Calendar对象并设置时间为解析出的Date
        Calendar calendar = Calendar.getInstance();
        calendar.setTime(date);
        // 设置Calendar为月份的第一天
        calendar.set(Calendar.DAY_OF_MONTH, 1);
        // 获取月份第一天的Date
        Date startDate = calendar.getTime();
        // 设置Calendar为月份的最后一天（通过增加一个月份然后减去一天）
        calendar.add(Calendar.MONTH, 1);
        calendar.add(Calendar.DAY_OF_MONTH, -1);
        // 获取月份最后一天的Date
        Date endDate = calendar.getTime();

        //mongo查录像状态
        MongoDatabase database = mongoTemplate.getDb();
        MongoCollection<Document> collection = database.getCollection("uy_record_meta_d_sum");
        Integer examineTag = monitorQuery.getExamineTag();
        Document matchConditions = new Document("mongoCreateTime", new Document("$gte", startDate).append("$lte", endDate));
        // 根据examineTag的值动态添加额外的条件
        if (examineTag != null && examineTag.equals(1)) {
            matchConditions.append("provinceTag", true);
        } else if (examineTag != null && examineTag.equals(2)) {
            matchConditions.append("deptTag", true);
        }
        // 构建聚合管道
        List<Document> pipeline = Arrays.asList(
                new Document("$match", matchConditions),
                new Document("$group", new Document("_id", "$mongoCreateTime")
                        .append("normalCount", new Document("$sum",
                                new Document("$cond", Arrays.asList(
                                        new Document("$eq", Arrays.asList("$recordStatus", 1)),
                                        1,
                                        0
                                ))
                        ))
                        .append("loseCount", new Document("$sum",
                                new Document("$cond", Arrays.asList(
                                        new Document("$eq", Arrays.asList("$recordStatus", -1)),
                                        1,
                                        0
                                ))
                        ))
                )
        );
        // 执行聚合查询并获取结果
        AggregateIterable<Document> result = collection.aggregate(pipeline);
        for (Document doc : result) {
            HomeVideoVO homeVideoVO = new HomeVideoVO();
            homeVideoVO.setCreateDate(doc.getDate("_id"));
            homeVideoVO.setIntegrityNum(doc.getInteger("normalCount"));
            homeVideoVO.setLoseNum(doc.getInteger("loseCount"));
            results.add(homeVideoVO);
        }

        //mongo查点位在线
        MongoCollection<Document> onlineCollection = database.getCollection("t_monitor_online");
        // 构建基本的$match条件
        List<Document> onlineMatch = new ArrayList<>();
        onlineMatch.add(new Document("mongoCreateTime", new Document("$gte", startDate).append("$lte", endDate)));
        onlineMatch.add(new Document("monitorType", new Document("$regex", "1")));
        if (examineTag != null && examineTag.equals(1)) {
            onlineMatch.add(new Document("provinceTag", true));
        } else if (examineTag != null && examineTag.equals(2)) {
            onlineMatch.add(new Document("deptTag", true));
        }

        // 构建聚合管道
        List<Document> onlinePipeline = Arrays.asList(
                new Document("$match", new Document("$and", onlineMatch)),
                new Document("$group", new Document("_id", "$mongoCreateTime")
                        .append("onlineCount", new Document("$sum",
                                new Document("$cond", Arrays.asList(
                                        new Document("$eq", Arrays.asList("$online", Boolean.TRUE)),
                                        1,
                                        0
                                ))
                        ))
                )
        );
        // 执行聚合查询并获取结果
        AggregateIterable<Document> onlineResult = onlineCollection.aggregate(onlinePipeline);
        for (Document doc : onlineResult) {
            HomeVideoVO vo = findOrCreateVO(doc, results, HomeVideoVO.class);
            vo.setOnline(doc.getInteger("onlineCount"));
        }
        results = results.stream().sorted(Comparator.comparing(BaseHomeVO::getCreateDate)).collect(Collectors.toList());
        Map<String, Object> resultMap = new HashMap<>();
        resultMap.put("list", results);
        //从字典获取基准线
        List<SysDictData> baseLines = dictDataMapper.selectDictDataByType("home_baseLine");
        String condition;
        if (examineTag != null && examineTag == 1) {
            condition = "video_province_baseLine";
        } else if (examineTag != null && examineTag == 2) {
            condition = "video_dept_baseLine";
        } else {
            condition = "video_all_baseLine";
        }
        Optional<SysDictData> first = baseLines.stream().filter(sysDictData -> condition.equals(sysDictData.getDictLabel())).findFirst();
        if (first.isPresent()) {
            SysDictData sysDictData = first.get();
            resultMap.put("baseLine", Integer.valueOf(sysDictData.getDictValue()));
        }
        return resultMap;
    }


    //首页车辆报表
    @Override
    public Map<String, Object> carHome(HomeQuery monitorQuery) throws ParseException, InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException {
        List<HomeCarVO> results = new ArrayList<>();
        String month = monitorQuery.getDate();
        if (StringUtils.isEmpty(month)) {
            //如果为空查本月的数据
            SimpleDateFormat simpleDateFormat = new SimpleDateFormat("yyyy-MM");
            month = simpleDateFormat.format(new Date());
        }
        // 创建一个SimpleDateFormat对象来解析日期字符串
        SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM");
        Date date = sdf.parse(month);
        // 创建一个Calendar对象并设置时间为解析出的Date
        Calendar calendar = Calendar.getInstance();
        calendar.setTime(date);
        // 设置Calendar为月份的第一天
        calendar.set(Calendar.DAY_OF_MONTH, 1);
        // 获取月份第一天的Date
        Date startDate = calendar.getTime();
        // 设置Calendar为月份的最后一天（通过增加一个月份然后减去一天）
        calendar.add(Calendar.MONTH, 1);
        calendar.add(Calendar.DAY_OF_MONTH, -1);
        // 获取月份最后一天的Date
        Date endDate = calendar.getTime();
        //mongo查抓拍量
        MongoDatabase database = mongoTemplate.getDb();
        MongoCollection<Document> collection = database.getCollection("hk_snapshot_data_monitor");
        Integer examineTag = monitorQuery.getExamineTag();
        // 构建基本的$match条件
        List<Document> matchConditions = new ArrayList<>();
        matchConditions.add(new Document("mongoCreateTime", new Document("$gte", startDate).append("$lte", endDate)));
        matchConditions.add(new Document("dataType", new Document("$eq", ApiConstants.HK_DataType_CAR)));
        if (examineTag != null && examineTag.equals(1)) {
            matchConditions.add(new Document("provinceTag", true));
        }
        // 构建聚合管道
        List<Document> pipeline = Arrays.asList(
                new Document("$match", new Document("$and", matchConditions)),
                new Document("$group", new Document("_id", "$mongoCreateTime")
                        .append("dataCount", new Document("$sum", "$dataCount"))
                )
        );
        // 执行聚合查询并获取结果
        AggregateIterable<Document> result = collection.aggregate(pipeline);
        for (Document doc : result) {
            HomeCarVO homecarVO = new HomeCarVO();
            homecarVO.setCreateDate(doc.getDate("_id"));
            homecarVO.setSnapCount(doc.getInteger("dataCount"));
            results.add(homecarVO);
        }

        //TODO：在线修改，需要把检测海康优云检测的结果存入mongo，mongo查点位在线
        MongoCollection<Document> onlineCollection = database.getCollection("t_monitor_online");
        // 构建基本的$match条件
        List<Document> onlineMatch = new ArrayList<>();
        onlineMatch.add(new Document("mongoCreateTime", new Document("$gte", startDate).append("$lte", endDate)));
        onlineMatch.add(new Document("monitorType", new Document("$regex", "2")));
        if (examineTag != null && examineTag.equals(1)) {
            onlineMatch.add(new Document("provinceTag", true));
        }
        // 构建聚合管道
        List<Document> onlinePipeline = Arrays.asList(
                new Document("$match", new Document("$and", onlineMatch)),
                new Document("$group", new Document("_id", "$mongoCreateTime")
                        .append("onlineCount", new Document("$sum",
                                new Document("$cond", Arrays.asList(
                                        new Document("$eq", Arrays.asList("$online", Boolean.TRUE)),
                                        1,
                                        0
                                ))
                        ))
                )
        );
        // 执行聚合查询并获取结果
        AggregateIterable<Document> onlineResult = onlineCollection.aggregate(onlinePipeline);
        for (Document doc : onlineResult) {
            HomeCarVO vo = findOrCreateVO(doc, results, HomeCarVO.class);
            vo.setOnline(doc.getInteger("onlineCount"));
        }
        Map<String, Object> resultMap = new HashMap<>();
        //按时间排序
        results = results.stream().sorted(Comparator.comparing(BaseHomeVO::getCreateDate)).collect(Collectors.toList());
        int snapCount = 0;
        for (HomeCarVO vo : results) {
            if (vo.getSnapCount() != null) {
                snapCount += vo.getSnapCount();
            }
            vo.setSnapCount(snapCount);
        }
        resultMap.put("list", results);
        //从字典获取基准线
        List<SysDictData> baseLines = dictDataMapper.selectDictDataByType("home_baseLine");
        String condition;
        if (examineTag != null && examineTag == 1) {
            condition = "car_province_baseLine";
        } else if (examineTag != null && examineTag == 2) {
            condition = "car_dept_baseLine";
        } else {
            condition = "car_all_baseLine";
        }

        Optional<SysDictData> first = baseLines.stream().filter(sysDictData -> condition.equals(sysDictData.getDictLabel())).findFirst();
        if (first.isPresent()) {
            SysDictData sysDictData = first.get();
            resultMap.put("baseLine", Integer.valueOf(sysDictData.getDictValue()));
        }
        return resultMap;
    }

    //首页人脸报表
    @Override
    public Map<String, Object> faceHome(HomeQuery monitorQuery) throws ParseException, InvocationTargetException, NoSuchMethodException, InstantiationException, IllegalAccessException {
        List<HomeFaceVO> results = new ArrayList<>();
        String month = monitorQuery.getDate();
        if (StringUtils.isEmpty(month)) {
            //如果为空查本月的数据
            SimpleDateFormat simpleDateFormat = new SimpleDateFormat("yyyy-MM");
            month = simpleDateFormat.format(new Date());
        }
        // 创建一个SimpleDateFormat对象来解析日期字符串
        SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM");
        Date date = sdf.parse(month);
        // 创建一个Calendar对象并设置时间为解析出的Date
        Calendar calendar = Calendar.getInstance();
        calendar.setTime(date);
        // 设置Calendar为月份的第一天
        calendar.set(Calendar.DAY_OF_MONTH, 1);
        // 获取月份第一天的Date
        Date startDate = calendar.getTime();
        // 设置Calendar为月份的最后一天（通过增加一个月份然后减去一天）
        calendar.add(Calendar.MONTH, 1);
        calendar.add(Calendar.DAY_OF_MONTH, -1);
        // 获取月份最后一天的Date
        Date endDate = calendar.getTime();
        //mongo查抓拍量
        MongoDatabase database = mongoTemplate.getDb();
        MongoCollection<Document> collection = database.getCollection("hk_snapshot_data_monitor");
        Integer examineTag = monitorQuery.getExamineTag();
        // 构建基本的$match条件
        List<Document> matchConditions = new ArrayList<>();
        matchConditions.add(new Document("mongoCreateTime", new Document("$gte", startDate).append("$lte", endDate)));
        matchConditions.add(new Document("dataType", new Document("$eq", ApiConstants.HK_DataType_FACE)));
        if (examineTag != null && examineTag.equals(1)) {
            matchConditions.add(new Document("provinceTag", true));
        }
        // 构建聚合管道
        List<Document> pipeline = Arrays.asList(
                new Document("$match", new Document("$and", matchConditions)),
                new Document("$group", new Document("_id", "$mongoCreateTime")
                        .append("dataCount", new Document("$sum", "$dataCount"))
                )
        );

        // 执行聚合查询并获取结果
        AggregateIterable<Document> result = collection.aggregate(pipeline);
        for (Document doc : result) {
            HomeFaceVO homefaceVO = new HomeFaceVO();
            homefaceVO.setCreateDate(doc.getDate("_id"));
            homefaceVO.setSnapCount(doc.getInteger("dataCount"));
            results.add(homefaceVO);
        }

        //mongo查点位在线
        MongoCollection<Document> onlineCollection = database.getCollection("t_monitor_online");
        // 构建基本的$match条件
        List<Document> onlineMatch = new ArrayList<>();
        onlineMatch.add(new Document("mongoCreateTime", new Document("$gte", startDate).append("$lte", endDate)));
        onlineMatch.add(new Document("monitorType", new Document("$regex", "3")));
        if (examineTag != null && examineTag.equals(1)) {
            onlineMatch.add(new Document("provinceTag", true));
        }
        // 构建聚合管道
        List<Document> onlinePipeline = Arrays.asList(
                new Document("$match", new Document("$and", onlineMatch)),
                new Document("$group", new Document("_id", "$mongoCreateTime")
                        .append("onlineCount", new Document("$sum",
                                new Document("$cond", Arrays.asList(
                                        new Document("$eq", Arrays.asList("$online", Boolean.TRUE)),
                                        1,
                                        0
                                ))
                        ))
                )
        );
        // 执行聚合查询并获取结果
        AggregateIterable<Document> onlineResult = onlineCollection.aggregate(onlinePipeline);
        for (Document doc : onlineResult) {
            HomeFaceVO vo = findOrCreateVO(doc, results, HomeFaceVO.class);
            vo.setOnline(doc.getInteger("onlineCount"));
        }
        //按时间排序
        results = results.stream().sorted(Comparator.comparing(BaseHomeVO::getCreateDate)).collect(Collectors.toList());
        int snapCount = 0;
        for (HomeFaceVO vo : results) {
            if (vo.getSnapCount() != null) {
                snapCount += vo.getSnapCount();
            }
            vo.setSnapCount(snapCount);
        }
        Map<String, Object> resultMap = new HashMap<>();
        resultMap.put("list", results);
        //从字典获取基准线
        List<SysDictData> baseLines = dictDataMapper.selectDictDataByType("home_baseLine");
        String condition;
        if (examineTag != null && examineTag == 1) {
            condition = "face_province_baseLine";
        } else if (examineTag != null && examineTag == 2) {
            condition = "face_dept_baseLine";
        } else {
            condition = "face_all_baseLine";
        }
        Optional<SysDictData> first = baseLines.stream().filter(sysDictData -> condition.equals(sysDictData.getDictLabel())).findFirst();
        if (first.isPresent()) {
            SysDictData sysDictData = first.get();
            resultMap.put("baseLine", Integer.valueOf(sysDictData.getDictValue()));
        }
        return resultMap;
    }

    private <T extends BaseHomeVO> T findOrCreateVO(Document doc, List<T> results, Class<T> clazz) throws NoSuchMethodException, InvocationTargetException, InstantiationException, IllegalAccessException {
        Date createDate = doc.getDate("_id");
        for (T vo : results) {
            if (vo.getCreateDate().equals(createDate)) {
                return vo;
            }
        }
        // 如果没有找到匹配项，则创建一个新的VO
        T vo = clazz.getDeclaredConstructor().newInstance();
        vo.setCreateDate(createDate);
        results.add(vo);
        return vo;
    }

    private Query getQuery(List<String> deviceIds, String month) {
        // 将年月字符串解析为YearMonth对象
        YearMonth yearMonth = YearMonth.parse(month);
        // 获取当月的第一天
        LocalDate start = yearMonth.atDay(1);
        // 获取下个月的第一天（通过加上1个月并设置日为1）
        YearMonth nextMonth = yearMonth.plusMonths(1);
        LocalDate end = nextMonth.atDay(1);
        //获取这个月份的部门数据
        Query query = new Query(Criteria.where("mongoCreateTime").gte(start).lt(end));
        query.addCriteria(Criteria.where("no").in(deviceIds));
        return query;
    }

    //设置每日在线数据
    private void setOnlineDaily(VideoDailyExp videoDailyExp, TMonitorResult result, List<TMonitorResult> onlines) throws NoSuchFieldException, IllegalAccessException {
        //一个设备当月在线情况
        List<TMonitorResult> onlineResult = onlines.stream().filter(online -> online.getNo().equals(result.getNo())).collect(Collectors.toList());
        for (TMonitorResult monitorResult : onlineResult) {
            int dayOfMonth = monitorResult.getMongoCreateTime().getDayOfMonth();
            String online = "";
            online += monitorResult.getPingOnline() ? "在线" : "离线";
            //反射赋值，字段统一定义为day+1，2，3...
            Field field = videoDailyExp.getClass().getDeclaredField("day" + dayOfMonth);
            field.setAccessible(true);
            field.set(videoDailyExp, online);
        }
    }

    //设置每日录像数据
    private void setRecordDaily(VideoDailyExp videoDailyExp, TMonitorResult result, List<RecordMetaDSumResult> records) throws NoSuchFieldException, IllegalAccessException {
        //一个设备当月在线情况
        List<RecordMetaDSumResult> recordResults = records.stream().filter(online -> online.getNo().equals(result.getNo())).collect(Collectors.toList());
        for (RecordMetaDSumResult recordResult : recordResults) {
            int dayOfMonth = recordResult.getMongoCreateTime().getDayOfMonth();
            Integer status = recordResult.getRecordStatus();
            String text = "";
            if (ApiConstants.UY_RecordStatus_Interval.equals(status)) {
                text += "间歇";
            } else if (ApiConstants.UY_RecordStatus_Abnormal.equals(status)) {
                text += "缺失";
            } else if (ApiConstants.UY_RecordStatus_Integrity.equals(status)) {
                text += "完整";
            }
            //反射赋值，字段统一定义为day+1，2，3...
            Field field = videoDailyExp.getClass().getDeclaredField("day" + dayOfMonth);
            field.setAccessible(true);
            field.set(videoDailyExp, text);
        }
    }

    //设置每日录像缺失时长数据
    private void setLoseDaily(VideoDailyExp videoDailyExp, TMonitorResult result, List<RecordMetaDSumResult> records) throws NoSuchFieldException, IllegalAccessException {
        //一个设备当月在线情况
        List<RecordMetaDSumResult> recordResults = records.stream().filter(online -> online.getNo().equals(result.getNo())).collect(Collectors.toList());
        for (RecordMetaDSumResult recordResult : recordResults) {
            int dayOfMonth = recordResult.getMongoCreateTime().getDayOfMonth();
            //反射赋值，字段统一定义为day+1，2，3...
            Field field = videoDailyExp.getClass().getDeclaredField("day" + dayOfMonth);
            field.setAccessible(true);
            //防止转换为科学计数法
            BigDecimal bigDecimal = BigDecimal.valueOf(recordResult.getMissDuration() == null ? 0 : recordResult.getMissDuration());
            field.set(videoDailyExp, bigDecimal.toString());
        }
    }
}