数据上传及时性

fuliqi

2024-08-01 d1883c9da86e3e36e0c997554ad79b44a8f35494

数据上传及时性

 ycl-common/src/main/java/constant/ApiConstants.java

@@ -10,9 +10,9 @@
    public final static Integer pageNo = 1;
    public final static Integer pageSize = 5000;
    //请求参数dataType-卡口过车
    public final static Integer HK_DATATYPE_CAR = 1;
    public final static Integer HK_DataType_CAR = 1;
    //请求参数dataType-人脸数据
    public final static Integer HK_DATATYPE_FACE = 2;
    public final static Integer HK_DataType_FACE = 2;

    //抓拍数据量监测结果 正常
    public final static Integer HK_SnapCount_ResultType_Normal = 1;
@@ -22,7 +22,7 @@
    public final static Integer HK_SnapCount_ResultType_Descent = 3;

    //请求参数dataType 数据量少
    public final static Integer HK_DATATYPE_ResultType_Low = 4;
    public final static Integer HK_DataType_ResultType_Low = 4;

    //经纬度检测结果 正常
    public final static Integer HK_Info_LayType_Normal = 1;

 ycl-common/src/main/java/constant/CalculationStrategyConstants.java

@@ -8,7 +8,7 @@
    /**
     * 车辆点位在线率和视图库对接稳定性
     */
    public static final String CAR_SiteOnline_ViewStability = "carSiteOnlineViewStability";
    public static final String Car_SiteOnline_ViewStability = "carSiteOnlineViewStability";
    /**
     * 人脸点位在线率和视图库对接稳定性
     */
@@ -16,9 +16,17 @@
    /**
     * 车辆卡口属性监测结果
     */
    public static final String CAR_InfoAccuracy = "carInfoAccuracy";
    public static final String Car_InfoAccuracy = "carInfoAccuracy";
    /**
     * 人脸属性监测结果
     */
    public static final String Face_InfoAccuracy = "faceInfoAccuracy";
    /**
     * 车辆数据上传及时性
     */
    public static final String Car_SnapshotDelay = "carSnapshotDelay";
    /**
     * 人脸数据上传及时性
     */
    public static final String Face_SnapshotDelay = "faceSnapshotDelay";
}

 ycl-server/src/main/java/com/ycl/calculate/CarInFoAccuracyCalculation.java

@@ -129,7 +129,7 @@
        Map<String, Object> siteOnlineParam = new HashMap<>();
        siteOnlineParam.put("totalSites", stats.totalSites);
        siteOnlineParam.put("qualifySite", stats.qualifySite);
        BigDecimal infoAccuracy = InfoAccuracy(siteOnlineParam);
        BigDecimal infoAccuracy = infoAccuracy(siteOnlineParam);
        checkIndexCar.setVehicleInformationCollectionAccuracy(infoAccuracy);
        return checkIndexCar;
    }

 ycl-server/src/main/java/com/ycl/calculate/CarSnapshotDelayCalculation.java

New file
@@ -0,0 +1,141 @@
package com.ycl.calculate;

import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.ycl.platform.domain.entity.CheckIndexCar;
import com.ycl.platform.domain.entity.TMonitor;
import com.ycl.platform.domain.result.HK.SnapshotDataMonitorResult;
import com.ycl.platform.domain.result.HK.SnapshotDelayMonitorResult;
import com.ycl.platform.mapper.CheckIndexCarMapper;
import com.ycl.platform.service.ICheckIndexCarService;
import com.ycl.platform.service.ITMonitorService;
import com.ycl.system.mapper.SysConfigMapper;
import constant.ApiConstants;
import constant.CheckConstants;
import constant.CheckSnapCountConstants;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;
import org.springframework.util.CollectionUtils;
import utils.DateUtils;

import java.math.BigDecimal;
import java.math.RoundingMode;
import java.time.LocalDate;
import java.util.*;
import java.util.function.Function;
import java.util.stream.Collectors;

/**
 * 计算车辆备抓拍数据上传及时性
 * 获取分省厅、区域的map<k,v> k为deptId或者Province_deptId
 * 循环map计算数据上传及时性
 * 更新或新增
 */
@Component
public class CarSnapshotDelayCalculation extends IndexCalculationServe implements CalculationStrategy<SnapshotDelayMonitorResult> {
    @Autowired
    private CheckIndexCarMapper checkIndexCarMapper;
    @Autowired
    private SysConfigMapper sysConfigMapper;
    @Autowired
    private ITMonitorService monitorService;
    @Autowired
    private ICheckIndexCarService checkIndexCarService;

    //区域车辆点位在线指标的内部类
    private static class AreaStats {
        int totalCount = 0;
        //0-180s
        int delayCount1 = 0;
        //180-300s
        int delayCount2 = 0;
        //300-600s
        int delayCount3 = 0;
    }

    @Override
    public void calculate(List<SnapshotDelayMonitorResult> list) {
        if (CollectionUtils.isEmpty(list)) {
            return;
        }

        //获得国标码为key的设备map
        Map<String, TMonitor> monitorMap = monitorService.list(new QueryWrapper<TMonitor>()
                        .in("serial_number", list.stream().map(SnapshotDelayMonitorResult::getExternalIndexCode).collect(Collectors.toList())))
                .stream().collect(Collectors.toMap(TMonitor::getSerialNumber, Function.identity()));
        //获取省厅国标码集合
        List<String> provinceIds = getProvince();

        Map<String, AreaStats> areaStatsMap = new HashMap<>();
        for (SnapshotDelayMonitorResult result : list) {
            TMonitor monitor = monitorMap.get(result.getExternalIndexCode());
            if (monitor == null) continue;

            String deptId = monitor.getDeptId().toString();
            updateAreaStats(areaStatsMap, deptId, result);

            // 处理省厅数据
            if (!CollectionUtils.isEmpty(provinceIds) && provinceIds.contains(monitor.getSerialNumber())) {
                String provinceKey = "Province_" + deptId;
                updateAreaStats(areaStatsMap, provinceKey, result);
            }
        }

        // 查询是否index表已经存在今日数据
        List<CheckIndexCar> checkIndexCarList = checkIndexCarMapper.selectToday(DateUtils.getDate());
        List<CheckIndexCar> checkIndexCars = new ArrayList<>();
        areaStatsMap.forEach((deptId, stats) -> {
            if (stats.totalCount > 0) {
                CheckIndexCar checkIndexCar = createOrUpdateCheckIndexCar(deptId, stats, checkIndexCarList);
                checkIndexCars.add(checkIndexCar);
            }
        });

        checkIndexCarService.saveOrUpdateBatch(checkIndexCars);
    }

    /**
     * 累计总点位数、离线数、总抓拍量
     */
    private void updateAreaStats(Map<String, AreaStats> areaStatsMap, String key, SnapshotDelayMonitorResult result) {
        //返回对象的引用，如果不存在会放入新的key,value
        AreaStats stats = areaStatsMap.computeIfAbsent(key, k -> new AreaStats());
        stats.totalCount += result.getDataCount();
        stats.delayCount1 += result.getDataDelayCount1();
        stats.delayCount2 += result.getDataDelayCount2();
        stats.delayCount3 += result.getDataDelayCount3();
    }


    /**
     * 车辆点位在线率和视图库对接稳定性
     */
    private CheckIndexCar createOrUpdateCheckIndexCar(String key, AreaStats stats, List<CheckIndexCar> checkIndexCarList) {
        CheckIndexCar checkIndexCar;

        // 检查是否已存在今日数据
        Optional<CheckIndexCar> existingCar = checkIndexCarList.stream()
                .filter(car -> key.equals(car.getDeptId().toString()) &&
                        (key.startsWith("Province_") ? CheckConstants.Examine_Tag_City.equals(car.getExamineTag())
                                : CheckConstants.Examine_Tag_County.equals(car.getExamineTag())))
                .findFirst();

        if (existingCar.isPresent()) {
            checkIndexCar = existingCar.get();
        } else {
            checkIndexCar = new CheckIndexCar();
            checkIndexCar.setDeptId(key.startsWith("Province_") ? Long.parseLong(key.split("_")[1]) : Long.parseLong(key));
            checkIndexCar.setExamineTag(key.startsWith("Province_") ? CheckConstants.Examine_Tag_City : CheckConstants.Examine_Tag_County);
            checkIndexCar.setCreateTime(new Date());
        }

        //调用抓拍上传及时性计算方法
        Map<String, Object> param = new HashMap<>();
        param.put("totalCount", stats.totalCount);
        param.put("delayCount1", stats.delayCount1);
        param.put("delayCount2", stats.delayCount2);
        param.put("delayCount3", stats.delayCount3);
        BigDecimal index = snapshopDelay(param);
        checkIndexCar.setSiteOnline(index);
        return checkIndexCar;
    }
}

 ycl-server/src/main/java/com/ycl/calculate/FaceInFoAccuracyCalculation.java

@@ -125,7 +125,7 @@
        Map<String, Object> siteOnlineParam = new HashMap<>();
        siteOnlineParam.put("totalSites", stats.totalSites);
        siteOnlineParam.put("qualifySite", stats.qualifySite);
        BigDecimal infoAccuracy = InfoAccuracy(siteOnlineParam);
        BigDecimal infoAccuracy = infoAccuracy(siteOnlineParam);
        checkIndexFace.setFaceInformationCollectionAccuracy(infoAccuracy);
        return checkIndexFace;
    }

 ycl-server/src/main/java/com/ycl/calculate/FaceSnapshotDelayCalculation.java

New file
@@ -0,0 +1,136 @@
package com.ycl.calculate;

import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.ycl.platform.domain.entity.CheckIndexFace;
import com.ycl.platform.domain.entity.TMonitor;
import com.ycl.platform.domain.result.HK.SnapshotDelayMonitorResult;
import com.ycl.platform.mapper.CheckIndexFaceMapper;
import com.ycl.platform.service.ICheckIndexFaceService;
import com.ycl.platform.service.ITMonitorService;
import com.ycl.system.mapper.SysConfigMapper;
import constant.CheckConstants;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;
import org.springframework.util.CollectionUtils;
import utils.DateUtils;

import java.math.BigDecimal;
import java.util.*;
import java.util.function.Function;
import java.util.stream.Collectors;

/**
 * 计算人脸设备抓拍数据上传及时性
 * 获取分省厅、区域的map<k,v> k为deptId或者Province_deptId
 * 循环map计算数据上传及时性
 * 更新或新增
 */
@Component
public class FaceSnapshotDelayCalculation extends IndexCalculationServe implements CalculationStrategy<SnapshotDelayMonitorResult> {
    @Autowired
    private CheckIndexFaceMapper checkIndexFaceMapper;
    @Autowired
    private SysConfigMapper sysConfigMapper;
    @Autowired
    private ITMonitorService monitorService;
    @Autowired
    private ICheckIndexFaceService checkIndexFaceService;

    //区域车辆点位在线指标的内部类
    private static class AreaStats {
        int totalCount = 0;
        //0-180s
        int delayCount1 = 0;
        //180-300s
        int delayCount2 = 0;
        //300-600s
        int delayCount3 = 0;
    }

    @Override
    public void calculate(List<SnapshotDelayMonitorResult> list) {
        if (CollectionUtils.isEmpty(list)) {
            return;
        }

        //获得国标码为key的设备map
        Map<String, TMonitor> monitorMap = monitorService.list(new QueryWrapper<TMonitor>()
                        .in("serial_number", list.stream().map(SnapshotDelayMonitorResult::getExternalIndexCode).collect(Collectors.toList())))
                .stream().collect(Collectors.toMap(TMonitor::getSerialNumber, Function.identity()));
        //获取省厅国标码集合
        List<String> provinceIds = getProvince();

        Map<String, AreaStats> areaStatsMap = new HashMap<>();
        for (SnapshotDelayMonitorResult result : list) {
            TMonitor monitor = monitorMap.get(result.getExternalIndexCode());
            if (monitor == null) continue;

            String deptId = monitor.getDeptId().toString();
            updateAreaStats(areaStatsMap, deptId, result);

            // 处理省厅数据
            if (!CollectionUtils.isEmpty(provinceIds) && provinceIds.contains(monitor.getSerialNumber())) {
                String provinceKey = "Province_" + deptId;
                updateAreaStats(areaStatsMap, provinceKey, result);
            }
        }

        // 查询是否index表已经存在今日数据
        List<CheckIndexFace> checkIndexFaceList = checkIndexFaceMapper.selectToday(DateUtils.getDate());
        List<CheckIndexFace> checkIndexFaces = new ArrayList<>();
        areaStatsMap.forEach((deptId, stats) -> {
            if (stats.totalCount > 0) {
                CheckIndexFace checkIndexFace = createOrUpdateCheckIndexFace(deptId, stats, checkIndexFaceList);
                checkIndexFaces.add(checkIndexFace);
            }
        });

        checkIndexFaceService.saveOrUpdateBatch(checkIndexFaces);
    }

    /**
     * 累计总点位数、离线数、总抓拍量
     */
    private void updateAreaStats(Map<String, AreaStats> areaStatsMap, String key, SnapshotDelayMonitorResult result) {
        //返回对象的引用，如果不存在会放入新的key,value
        AreaStats stats = areaStatsMap.computeIfAbsent(key, k -> new AreaStats());
        stats.totalCount += result.getDataCount();
        stats.delayCount1 += result.getDataDelayCount1();
        stats.delayCount2 += result.getDataDelayCount2();
        stats.delayCount3 += result.getDataDelayCount3();
    }


    /**
     * 车辆点位在线率和视图库对接稳定性
     */
    private CheckIndexFace createOrUpdateCheckIndexFace(String key, AreaStats stats, List<CheckIndexFace> checkIndexFaceList) {
        CheckIndexFace checkIndexFace;

        // 检查是否已存在今日数据
        Optional<CheckIndexFace> existingFace = checkIndexFaceList.stream()
                .filter(face -> key.equals(face.getDeptId().toString()) &&
                        (key.startsWith("Province_") ? CheckConstants.Examine_Tag_City.equals(face.getExamineTag())
                                : CheckConstants.Examine_Tag_County.equals(face.getExamineTag())))
                .findFirst();

        if (existingFace.isPresent()) {
            checkIndexFace = existingFace.get();
        } else {
            checkIndexFace = new CheckIndexFace();
            checkIndexFace.setDeptId(key.startsWith("Province_") ? Long.parseLong(key.split("_")[1]) : Long.parseLong(key));
            checkIndexFace.setExamineTag(key.startsWith("Province_") ? CheckConstants.Examine_Tag_City : CheckConstants.Examine_Tag_County);
            checkIndexFace.setCreateTime(new Date());
        }

        //调用抓拍上传及时性计算方法
        Map<String, Object> param = new HashMap<>();
        param.put("totalCount", stats.totalCount);
        param.put("delayCount1", stats.delayCount1);
        param.put("delayCount2", stats.delayCount2);
        param.put("delayCount3", stats.delayCount3);
        BigDecimal index = snapshopDelay(param);
        checkIndexFace.setSiteOnline(index);
        return checkIndexFace;
    }
}

 ycl-server/src/main/java/com/ycl/calculate/IndexCalculationServe.java

@@ -42,12 +42,24 @@
    }

    //标注正确率
    public BigDecimal InfoAccuracy(Map<String, Object> param) {
    public BigDecimal infoAccuracy(Map<String, Object> param) {
        BigDecimal totalSitesCount = new BigDecimal((Integer) param.get("totalSites"));
        BigDecimal qualifySiteCount = new BigDecimal((Integer) param.get("qualifySite"));
        return qualifySiteCount.divide(totalSitesCount, 4, RoundingMode.HALF_UP);
    }

    //数据上传及时性
    public BigDecimal snapshopDelay(Map<String, Object> param) {
        BigDecimal totalCount = new BigDecimal((Integer) param.get("totalCount"));
        BigDecimal delayCount1 = new BigDecimal((Integer) param.get("delayCount1"));
        BigDecimal delayCount2 = new BigDecimal((Integer) param.get("delayCount2"));
        BigDecimal delayCount3 = new BigDecimal((Integer) param.get("delayCount3"));

        BigDecimal result = delayCount1.divide(totalCount, 10, RoundingMode.HALF_UP).multiply(BigDecimal.ONE)
                .add(delayCount2.divide(totalCount, 10, RoundingMode.HALF_UP).multiply(new BigDecimal("0.8")))
                .add(delayCount3.divide(totalCount, 10, RoundingMode.HALF_UP).multiply(new BigDecimal("0.6")));
        return result.setScale(4, RoundingMode.HALF_UP);
    }
    //返回省厅国标码集合
    public List<String> getProvince() {
        // TODO: 分省厅市局 需要补充集合数据

 ycl-server/src/main/java/com/ycl/factory/IndexCalculationFactory.java

@@ -10,10 +10,12 @@
    private static final Map<String, CalculationStrategy> calculators = new HashMap<>();

    static {
        calculators.put(CalculationStrategyConstants.CAR_SiteOnline_ViewStability, new CarSiteOnlineCalculation());
        calculators.put(CalculationStrategyConstants.Car_SiteOnline_ViewStability, new CarSiteOnlineCalculation());
        calculators.put(CalculationStrategyConstants.Face_SiteOnline_ViewStability, new FaceSiteOnlineCalculation());
        calculators.put(CalculationStrategyConstants.CAR_InfoAccuracy, new CarInFoAccuracyCalculation());
        calculators.put(CalculationStrategyConstants.Car_InfoAccuracy, new CarInFoAccuracyCalculation());
        calculators.put(CalculationStrategyConstants.Face_InfoAccuracy, new FaceInFoAccuracyCalculation());
        calculators.put(CalculationStrategyConstants.Car_SnapshotDelay, new CarSnapshotDelayCalculation());
        calculators.put(CalculationStrategyConstants.Face_SnapshotDelay, new FaceSnapshotDelayCalculation());
    }

    public static CalculationStrategy getCalculator(String indexName) {

 ycl-server/src/main/java/com/ycl/feign/UYClient.java

@@ -15,7 +15,7 @@
 */

@Component
@FeignClient(name = "UYClient", url = "${request.youYunDomain}", configuration = YYFeignConfig.class)
@FeignClient(name = "UYClient", url = "${request.youYunDomain}", configuration = UYFeignConfig.class)
public interface UYClient {

    /**

 ycl-server/src/main/java/com/ycl/feign/UYFeignConfig.java

File was renamed from ycl-server/src/main/java/com/ycl/feign/YYFeignConfig.java
@@ -11,7 +11,7 @@
 * 优云接口配置
 */
@Configuration
public class YYFeignConfig {
public class UYFeignConfig {
    /**
     * 注入拦截器
     */

 ycl-server/src/main/java/com/ycl/task/CarTask.java

@@ -5,6 +5,7 @@
import com.ycl.factory.IndexCalculationFactory;
import com.ycl.platform.domain.result.HK.CrossDetailResult;
import com.ycl.platform.domain.result.HK.SnapshotDataMonitorResult;
import com.ycl.platform.domain.result.HK.SnapshotDelayMonitorResult;
import com.ycl.utils.DateUtils;
import constant.ApiConstants;
import constant.CalculationStrategyConstants;
@@ -34,19 +35,32 @@
        Query query = new Query();
        query.addCriteria(Criteria
                .where("mongoCreateTime").gte(DateUtils.getDayStart(yesterday)).lt(DateUtils.getDayEnd(yesterday))
                .and("dataType").is(ApiConstants.HK_DATATYPE_CAR));
                .and("dataType").is(ApiConstants.HK_DataType_CAR));
        List<SnapshotDataMonitorResult> results = mongoTemplate.find(query, SnapshotDataMonitorResult.class);
        CalculationStrategy<SnapshotDataMonitorResult> calculator = IndexCalculationFactory.getCalculator(CalculationStrategyConstants.CAR_SiteOnline_ViewStability);
        CalculationStrategy<SnapshotDataMonitorResult> calculator = IndexCalculationFactory.getCalculator(CalculationStrategyConstants.Car_SiteOnline_ViewStability);
        calculator.calculate(results);
    }
    public void InfoAccuracyTask(){
    public void infoAccuracyTask(){
        Date yesterday = DateUtils.addDays(new Date(), -1);
        //计算车辆卡口信息采集准确率
        Query query = new Query();
        query.addCriteria(Criteria
                .where("mongoCreateTime").gte(DateUtils.getDayStart(yesterday)).lt(DateUtils.getDayEnd(yesterday)));
        List<CrossDetailResult> results = mongoTemplate.find(query, CrossDetailResult.class);
        CalculationStrategy calculator = IndexCalculationFactory.getCalculator(CalculationStrategyConstants.CAR_InfoAccuracy);
        CalculationStrategy calculator = IndexCalculationFactory.getCalculator(CalculationStrategyConstants.Car_InfoAccuracy);
        calculator.calculate(results);
    }
    public void snapShopDelay(){
        Date yesterday = DateUtils.addDays(new Date(), -1);
        //计算车辆卡口信息采集准确率
        Query query = new Query();
        query.addCriteria(Criteria
                .where("mongoCreateTime").gte(DateUtils.getDayStart(yesterday)).lt(DateUtils.getDayEnd(yesterday))
                .and("dataType").is(ApiConstants.HK_DataType_CAR));
        List<SnapshotDelayMonitorResult> results = mongoTemplate.find(query, SnapshotDelayMonitorResult.class);
        CalculationStrategy calculator = IndexCalculationFactory.getCalculator(CalculationStrategyConstants.Car_SnapshotDelay);
        calculator.calculate(results);
    }


}

 ycl-server/src/main/java/com/ycl/task/FaceTask.java

@@ -6,6 +6,7 @@
import com.ycl.platform.domain.result.HK.CrossDetailResult;
import com.ycl.platform.domain.result.HK.MonitoringDetailResult;
import com.ycl.platform.domain.result.HK.SnapshotDataMonitorResult;
import com.ycl.platform.domain.result.HK.SnapshotDelayMonitorResult;
import com.ycl.utils.DateUtils;
import constant.ApiConstants;
import constant.CalculationStrategyConstants;
@@ -35,9 +36,9 @@
        Query query = new Query();
        query.addCriteria(Criteria
                .where("mongoCreateTime").gte(DateUtils.getDayStart(yesterday)).lt(DateUtils.getDayEnd(yesterday))
                .and("dataType").is(ApiConstants.HK_DATATYPE_FACE));
                .and("dataType").is(ApiConstants.HK_DataType_FACE));
        List<SnapshotDataMonitorResult> results = mongoTemplate.find(query, SnapshotDataMonitorResult.class);
        CalculationStrategy<SnapshotDataMonitorResult> calculator = IndexCalculationFactory.getCalculator(CalculationStrategyConstants.Face_SiteOnline_ViewStability);
        CalculationStrategy calculator = IndexCalculationFactory.getCalculator(CalculationStrategyConstants.Face_SiteOnline_ViewStability);
        calculator.calculate(results);
    }
    public void InfoAccuracyTask(){
@@ -47,7 +48,18 @@
        query.addCriteria(Criteria
                .where("mongoCreateTime").gte(DateUtils.getDayStart(yesterday)).lt(DateUtils.getDayEnd(yesterday)));
        List<MonitoringDetailResult> results = mongoTemplate.find(query, MonitoringDetailResult.class);
        CalculationStrategy<MonitoringDetailResult> calculator = IndexCalculationFactory.getCalculator(CalculationStrategyConstants.Face_InfoAccuracy);
        CalculationStrategy calculator = IndexCalculationFactory.getCalculator(CalculationStrategyConstants.Face_InfoAccuracy);
        calculator.calculate(results);
    }
    public void snapShopDelay(){
        Date yesterday = DateUtils.addDays(new Date(), -1);
        //计算车辆卡口信息采集准确率
        Query query = new Query();
        query.addCriteria(Criteria
                .where("mongoCreateTime").gte(DateUtils.getDayStart(yesterday)).lt(DateUtils.getDayEnd(yesterday))
                .and("dataType").is(ApiConstants.HK_DataType_FACE));
        List<SnapshotDelayMonitorResult> results = mongoTemplate.find(query, SnapshotDelayMonitorResult.class);
        CalculationStrategy calculator = IndexCalculationFactory.getCalculator(CalculationStrategyConstants.Face_SnapshotDelay);
        calculator.calculate(results);
    }
}

 ycl-server/src/main/java/com/ycl/task/HKTask.java

@@ -86,33 +86,33 @@
        log.info("开始执行抓拍数据量检测结果数据同步");
        /** 车辆数据 */
        SnapshotDataMonitorParam carParam = new SnapshotDataMonitorParam();
        carParam.setPageNO(ApiConstants.pageNo).setPageSize(ApiConstants.pageSize).setDate(DateUtils.getDate()).setDataType(ApiConstants.HK_DATATYPE_CAR);
        carParam.setPageNO(ApiConstants.pageNo).setPageSize(ApiConstants.pageSize).setDate(DateUtils.getDate()).setDataType(ApiConstants.HK_DataType_CAR);
        JSONObject carJsonObject = hkClient.SnapshotDataMonitor(carParam);
        List<SnapshotDataMonitorResult> carList = getDataList(carJsonObject, SnapshotDataMonitorResult.class, "车辆抓拍数据量检测结果数据");
        if (!CollectionUtils.isEmpty(carList)) {
            //如果今天存在之前的数据先删除
            Query query = new Query(Criteria
                    .where("mongoCreateTime").gte(DateUtils.getDayStart(new Date())).lt(DateUtils.getDayEnd(new Date()))
                    .and("dataType").is(ApiConstants.HK_DATATYPE_CAR));
                    .and("dataType").is(ApiConstants.HK_DataType_CAR));
            DeleteResult result = mongoTemplate.remove(query, SnapshotDataMonitorResult.class);
            //存放在mongo中
            carList.forEach(item -> item.setDataType(ApiConstants.HK_DATATYPE_CAR));
            carList.forEach(item -> item.setDataType(ApiConstants.HK_DataType_CAR));
            mongoTemplate.insert(carList);
        }

        /** 人脸数据 */
        SnapshotDataMonitorParam faceParam = new SnapshotDataMonitorParam();
        faceParam.setPageNO(ApiConstants.pageNo).setPageSize(ApiConstants.pageSize).setDate(DateUtils.getDate()).setDataType(ApiConstants.HK_DATATYPE_FACE);
        faceParam.setPageNO(ApiConstants.pageNo).setPageSize(ApiConstants.pageSize).setDate(DateUtils.getDate()).setDataType(ApiConstants.HK_DataType_FACE);
        JSONObject faceJsonObject = hkClient.SnapshotDataMonitor(carParam);
        List<SnapshotDataMonitorResult> faceList = getDataList(faceJsonObject, SnapshotDataMonitorResult.class, "人脸抓拍数据量检测结果数据为空");
        if (!CollectionUtils.isEmpty(faceList)) {
            //如果今天存在之前的数据先删除
            Query query = new Query(Criteria
                    .where("mongoCreateTime").gte(DateUtils.getDayStart(new Date())).lt(DateUtils.getDayEnd(new Date()))
                    .and("dataType").is(ApiConstants.HK_DATATYPE_FACE));
                    .and("dataType").is(ApiConstants.HK_DataType_FACE));
            DeleteResult result = mongoTemplate.remove(query, SnapshotDataMonitorResult.class);
            //存放在mongo中
            carList.forEach(item -> item.setDataType(ApiConstants.HK_DATATYPE_FACE));
            carList.forEach(item -> item.setDataType(ApiConstants.HK_DataType_FACE));
            mongoTemplate.insert(faceList);
        }
        //TODO:工单
@@ -164,7 +164,7 @@
        log.info("开始执行数据完整性监测结果数据同步");
        //车辆卡口设备抓拍数据完整性
        DataIntegrityMonitoringParam param = new DataIntegrityMonitoringParam();
        param.setPageNO(ApiConstants.pageNo).setPageSize(ApiConstants.pageSize).setDate(DateUtils.getDate()).setDataType(ApiConstants.HK_DATATYPE_CAR);
        param.setPageNO(ApiConstants.pageNo).setPageSize(ApiConstants.pageSize).setDate(DateUtils.getDate()).setDataType(ApiConstants.HK_DataType_CAR);
        JSONObject jsonObject = hkClient.DataIntegrityMonitoring(param);
        List<DataIntegrityMonitoringResult> faceList = getDataList(jsonObject, DataIntegrityMonitoringResult.class, "数据完整性监测结果数据为空");
        if (!CollectionUtils.isEmpty(faceList)) {
@@ -184,7 +184,7 @@
        log.info("开始执行属性识别准确监测结果数据同步");
        //车辆卡口设备抓拍数据准确性
        AttrRecognitionParam param = new AttrRecognitionParam();
        param.setPageNO(ApiConstants.pageNo).setPageSize(ApiConstants.pageSize).setDate(DateUtils.getDate()).setDataType(ApiConstants.HK_DATATYPE_CAR);
        param.setPageNO(ApiConstants.pageNo).setPageSize(ApiConstants.pageSize).setDate(DateUtils.getDate()).setDataType(ApiConstants.HK_DataType_CAR);
        JSONObject jsonObject = hkClient.AttrRecognitionMonitor(param);
        List<AttrRecognitionMonitorResult> faceList = getDataList(jsonObject, AttrRecognitionMonitorResult.class, "属性识别准确监测结果数据为空");
        if (!CollectionUtils.isEmpty(faceList)) {
@@ -206,33 +206,33 @@
        //车辆卡口设备抓拍数据上传及时性
        /** 车辆数据 */
        SnapshotDelayMonitorParam carParam = new SnapshotDelayMonitorParam();
        carParam.setPageNO(ApiConstants.pageNo).setPageSize(ApiConstants.pageSize).setDate(DateUtils.getDate()).setDataType(ApiConstants.HK_DATATYPE_CAR);
        carParam.setPageNO(ApiConstants.pageNo).setPageSize(ApiConstants.pageSize).setDate(DateUtils.getDate()).setDataType(ApiConstants.HK_DataType_CAR);
        JSONObject carJsonObject = hkClient.SnapshotDelayMonitor(carParam);
        List<SnapshotDelayMonitorResult> carList = getDataList(carJsonObject, SnapshotDelayMonitorResult.class, "车辆抓拍数据量检测结果数据");
        if (!CollectionUtils.isEmpty(carList)) {
            //如果今天存在之前的数据先删除
            Query query = new Query(Criteria
                    .where("mongoCreateTime").gte(DateUtils.getDayStart(new Date())).lt(DateUtils.getDayEnd(new Date()))
                    .and("dataType").is(ApiConstants.HK_DATATYPE_CAR));
                    .and("dataType").is(ApiConstants.HK_DataType_CAR));
            DeleteResult result = mongoTemplate.remove(query, SnapshotDelayMonitorParam.class);
            //存放在mongo中
            carList.forEach(item -> item.setDataType(ApiConstants.HK_DATATYPE_CAR));
            carList.forEach(item -> item.setDataType(ApiConstants.HK_DataType_CAR));
            mongoTemplate.insert(carList);
        }

        /** 人脸数据 */
        SnapshotDelayMonitorParam faceParam = new SnapshotDelayMonitorParam();
        faceParam.setPageNO(ApiConstants.pageNo).setPageSize(ApiConstants.pageSize).setDate(DateUtils.getDate()).setDataType(ApiConstants.HK_DATATYPE_FACE);
        faceParam.setPageNO(ApiConstants.pageNo).setPageSize(ApiConstants.pageSize).setDate(DateUtils.getDate()).setDataType(ApiConstants.HK_DataType_FACE);
        JSONObject faceJsonObject = hkClient.SnapshotDelayMonitor(faceParam);
        List<SnapshotDelayMonitorParam> faceList = getDataList(faceJsonObject, SnapshotDelayMonitorParam.class, "人脸抓拍数据量检测结果数据为空");
        if (!CollectionUtils.isEmpty(faceList)) {
            //如果今天存在之前的数据先删除
            Query query = new Query(Criteria
                    .where("mongoCreateTime").gte(DateUtils.getDayStart(new Date())).lt(DateUtils.getDayEnd(new Date()))
                    .and("dataType").is(ApiConstants.HK_DATATYPE_FACE));
                    .and("dataType").is(ApiConstants.HK_DataType_FACE));
            DeleteResult result = mongoTemplate.remove(query, SnapshotDelayMonitorParam.class);
            //存放在mongo中
            carList.forEach(item -> item.setDataType(ApiConstants.HK_DATATYPE_FACE));
            carList.forEach(item -> item.setDataType(ApiConstants.HK_DataType_FACE));
            mongoTemplate.insert(faceList);
        }
        //TODO:工单
@@ -244,7 +244,7 @@
        log.info("开始执行图片访问监测结果数据同步");
        //车辆卡口信息采集准确率、车辆卡口设备url可用性
        PicAccessParam param = new PicAccessParam();
        param.setPageNO(ApiConstants.pageNo).setPageSize(ApiConstants.pageSize).setDate(DateUtils.getDate()).setDataType(ApiConstants.HK_DATATYPE_CAR);
        param.setPageNO(ApiConstants.pageNo).setPageSize(ApiConstants.pageSize).setDate(DateUtils.getDate()).setDataType(ApiConstants.HK_DataType_CAR);
        JSONObject jsonObject = hkClient.PicAccessMonitor(param);
        List<PicAccessResult> faceList = getDataList(jsonObject, PicAccessResult.class, "图片访问监测结果数据为空");
        if (!CollectionUtils.isEmpty(faceList)) {