车辆时钟准确性

fuliqi

2024-08-02 3a40cec4bd55a9668f1b47111c48e99889a5c7d8

车辆时钟准确性

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

@@ -24,7 +24,10 @@
     * 车辆抓拍数据准确性
     */
    public static final String Car_DataAccuracy = "carDataAccuracy";

    /**
     * 车辆时钟准确性
     */
    public static final String Car_ClockAccuracy = "carClockAccuracy";

    /**
     * 人脸数据上传及时性

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

@@ -110,7 +110,7 @@
     * 车辆信息采集正确率
     */
    private CheckIndexCar createOrUpdateCheckIndexCar(String key, AreaStats stats, List<CheckIndexCar> checkIndexCarList) {
        CheckIndexCar checkIndexCar = getCheckIndex(key, checkIndexCarList);
        CheckIndexCar checkIndexCar = getCheckIndex(key, checkIndexCarList, CheckIndexCar.class);
        //调用计算方法
        Map<String, Object> param = new HashMap<>();
        param.put("totalSites", stats.totalSites);

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

New file
@@ -0,0 +1,117 @@
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.VehicleDeviceInspectionResult;
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.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.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.function.Function;
import java.util.stream.Collectors;

/**
 * 计算车辆时钟准确性
 * 获取分省厅、区域的map<k,v> k为deptId或者Province_deptId
 * 循环map计算时钟准确性
 * 更新或新增
 */
@Component
public class CarClockAccuracyCalculation extends IndexCalculationServe implements CalculationStrategy<VehicleDeviceInspectionResult> {
    @Autowired
    private CheckIndexCarMapper checkIndexCarMapper;
    @Autowired
    private ITMonitorService monitorService;
    @Autowired
    private ICheckIndexCarService checkIndexCarService;

    //区域车辆时钟准确性的内部类
    private static class AreaStats {
        int totalSites = 0;
        int accuracySites = 0;
    }

    @Override
    public void calculate(List<VehicleDeviceInspectionResult> 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(VehicleDeviceInspectionResult::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 (VehicleDeviceInspectionResult 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.totalSites > 0) {
                CheckIndexCar checkIndexCar = createOrUpdateCheckIndexCar(deptId, stats, checkIndexCarList);
                checkIndexCars.add(checkIndexCar);
            }
        });

        checkIndexCarService.saveOrUpdateBatch(checkIndexCars);
    }

    /**
     * 累计时钟合格设备
     */
    private void updateAreaStats(Map<String, AreaStats> areaStatsMap, String key, VehicleDeviceInspectionResult 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.totalSites++;
        //时钟准确率大于90%为合格设备
        if (result.getSnapClock().getClockPercent() >= 0.9) {
            stats.accuracySites++;
        }
    }

    /**
     * 车辆时钟准确性
     */
    private CheckIndexCar createOrUpdateCheckIndexCar(String key, AreaStats stats, List<CheckIndexCar> checkIndexCarList) {
        CheckIndexCar checkIndexCar = getCheckIndex(key, checkIndexCarList, CheckIndexCar.class);
        //调用时钟准确性计算方法
        Map<String, Object> siteOnlineParam = new HashMap<>();
        siteOnlineParam.put("totalSites", stats.totalSites);
        siteOnlineParam.put("accuracySites", stats.accuracySites);
        BigDecimal clockAccuracy = clockAccuracy(siteOnlineParam);
        checkIndexCar.setVehicleTimingAccuracy(clockAccuracy);
        return checkIndexCar;
    }
}

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

@@ -94,13 +94,13 @@
        AreaStats stats = areaStatsMap.computeIfAbsent(key, k -> new AreaStats());
        stats.totalSites++;
        //90%及以上数据合格则此车辆卡口设备被视为抓拍数据完整
        if(result.getMainNoIntegrityPercent() <= 0.1){
        if (result.getMainNoIntegrityPercent() <= 0.1) {
            stats.integritySites++;
        }
        //重点点位为六项属性
        if(importantIds.contains(key)){
        if (importantIds.contains(key)) {
            stats.importantTotalSites++;
            if(result.getNoIntegrityPercent() <= 0.1){
            if (result.getNoIntegrityPercent() <= 0.1) {
                stats.importantIntegritySites++;
            }
        }
@@ -110,7 +110,7 @@
     * 车辆信息采集正确率
     */
    private CheckIndexCar createOrUpdateCheckIndexCar(String key, AreaStats stats, List<CheckIndexCar> checkIndexCarList) {
        CheckIndexCar checkIndexCar = getCheckIndex(key, checkIndexCarList);
        CheckIndexCar checkIndexCar = getCheckIndex(key, checkIndexCarList, CheckIndexCar.class);
        //调用计算方法
        Map<String, Object> param = new HashMap<>();
        param.put("totalSites", stats.totalSites);

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

@@ -104,7 +104,7 @@
     * 车辆信息采集正确率
     */
    private CheckIndexCar createOrUpdateCheckIndexCar(String key, AreaStats stats, List<CheckIndexCar> checkIndexCarList) {
        CheckIndexCar checkIndexCar = getCheckIndex(key, checkIndexCarList);
        CheckIndexCar checkIndexCar = getCheckIndex(key, checkIndexCarList, CheckIndexCar.class);
        //调用计算方法
        Map<String, Object> param = new HashMap<>();
        param.put("totalSites", stats.totalSites);

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

@@ -92,7 +92,9 @@
        checkIndexCarService.saveOrUpdateBatch(checkIndexCars);
    }

    /** 累计总点位数、离线数、总抓拍量 */
    /**
     * 累计总点位数、离线数、总抓拍量
     */
    private void updateAreaStats(Map<String, AreaStats> areaStatsMap, String key, SnapshotDataMonitorResult 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());
@@ -104,7 +106,9 @@
        }
    }

    /** 获取2022同期抓拍平均值 */
    /**
     * 获取2022同期抓拍平均值
     */
    private BigDecimal getAverageCount(String configKey) {
        String count = sysConfigMapper.checkConfigKeyUnique(configKey).getConfigValue();
        return new BigDecimal(count)
@@ -113,9 +117,11 @@
                .divide(new BigDecimal(LocalDate.now().getDayOfMonth()), 0, RoundingMode.HALF_UP);
    }

    /** 车辆点位在线率和视图库对接稳定性 */
    /**
     * 车辆点位在线率和视图库对接稳定性
     */
    private CheckIndexCar createOrUpdateCheckIndexCar(String key, AreaStats stats, BigDecimal cityCountAvg, BigDecimal countyCountAvg, List<CheckIndexCar> checkIndexCarList) {
        CheckIndexCar checkIndexCar = getCheckIndex(key, checkIndexCarList);
        CheckIndexCar checkIndexCar = getCheckIndex(key, checkIndexCarList, CheckIndexCar.class);
        //调用点位在线计算方法
        Map<String, Object> siteOnlineParam = new HashMap<>();
        siteOnlineParam.put("totalSites", stats.totalSites);

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

@@ -108,7 +108,7 @@
     * 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 = getCheckIndex(key, checkIndexCarList);
        CheckIndexCar checkIndexCar = getCheckIndex(key, checkIndexCarList, CheckIndexCar.class);
        //调用抓拍上传及时性计算方法
        Map<String, Object> param = new HashMap<>();
        param.put("totalCount", stats.totalCount);

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

@@ -1,6 +1,7 @@
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.CheckIndexFace;
import com.ycl.platform.domain.entity.TMonitor;
import com.ycl.platform.domain.result.HK.MonitoringDetailResult;
@@ -100,7 +101,7 @@
     * 车辆信息采集正确率
     */
    private CheckIndexFace createOrUpdateCheckIndexFace(String key, AreaStats stats, List<CheckIndexFace> checkIndexFaceList) {
        CheckIndexFace checkIndexFace = getCheckIndex(key, checkIndexFaceList);
        CheckIndexFace checkIndexFace = getCheckIndex(key, checkIndexFaceList, CheckIndexFace.class);
        //调用计算方法
        Map<String, Object> param = new HashMap<>();
        param.put("totalSites", stats.totalSites);

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

@@ -115,7 +115,7 @@

    //车辆点位在线率和视图库对接稳定性
    private CheckIndexFace createOrUpdateCheckIndexFace(String key, AreaStats stats, BigDecimal cityCountAvg, BigDecimal countyCountAvg, List<CheckIndexFace> checkIndexFaceList) {
        CheckIndexFace checkIndexFace = getCheckIndex(key, checkIndexFaceList);
        CheckIndexFace checkIndexFace = getCheckIndex(key, checkIndexFaceList, CheckIndexFace.class);
        //调用点位在线计算方法
        Map<String, Object> siteOnlineParam = new HashMap<>();
        siteOnlineParam.put("totalSites", stats.totalSites);

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

@@ -103,7 +103,7 @@
     * 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 = getCheckIndex(key, checkIndexFaceList);
        CheckIndexFace checkIndexFace = getCheckIndex(key, checkIndexFaceList, CheckIndexFace.class);
        //调用抓拍上传及时性计算方法
        Map<String, Object> param = new HashMap<>();
        param.put("totalCount", stats.totalCount);

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

@@ -60,7 +60,7 @@
    }

    //车辆数据完整性
    public BigDecimal dataIntegrity(Map<String, Object> param){
    public BigDecimal dataIntegrity(Map<String, Object> param) {
        BigDecimal totalSites = new BigDecimal((Integer) param.get("totalSites"));
        BigDecimal importantTotalSites = new BigDecimal((Integer) param.get("importantTotalSites"));
        BigDecimal integritySites = new BigDecimal((Integer) param.get("integritySites"));
@@ -71,7 +71,7 @@
    }

    //车辆数据完整性
    public BigDecimal dataAccuracy(Map<String, Object> param){
    public BigDecimal dataAccuracy(Map<String, Object> param) {
        BigDecimal totalSites = new BigDecimal((Integer) param.get("totalSites"));
        BigDecimal importantTotalSites = new BigDecimal((Integer) param.get("importantTotalSites"));
        BigDecimal accuracySites = new BigDecimal((Integer) param.get("accuracySites"));
@@ -80,6 +80,14 @@
                .add(importantAccuracySites.divide(importantTotalSites, 10, RoundingMode.HALF_UP));
        return result.setScale(4, RoundingMode.HALF_UP);
    }

    //时钟准确性
    public BigDecimal clockAccuracy(Map<String, Object> param) {
        BigDecimal totalSitesCount = new BigDecimal((Integer) param.get("totalSites"));
        BigDecimal accuracySites = new BigDecimal((Integer) param.get("accuracySites"));
        return accuracySites.divide(totalSitesCount, 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
@@ -95,7 +103,7 @@
    }

    //检查是否存在当日数据
    public <T extends CheckIndex> T getCheckIndex(String key, List<T> checkIndexList) {
    public <T extends CheckIndex> T getCheckIndex(String key, List<T> checkIndexList, Class<T> clazz) {
        T checkIndex;

        // 检查是否已存在今日数据
@@ -109,7 +117,7 @@
            checkIndex = existingIndex.get();
        } else {
            try {
                checkIndex = (T) CheckIndexCar.class.getDeclaredConstructor().newInstance();
                checkIndex = clazz.getDeclaredConstructor().newInstance();
                checkIndex.setDeptId(key.startsWith("Province_") ? Long.parseLong(key.split("_")[1]) : Long.parseLong(key));
                checkIndex.setExamineTag(key.startsWith("Province_") ? CheckConstants.Examine_Tag_City : CheckConstants.Examine_Tag_County);
                checkIndex.setCreateTime(new Date());

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

@@ -23,6 +23,8 @@
        calculators.put(CalculationStrategyConstants.Car_DataIntegrity,new CarDataIntegrityCalculation());
        //车辆数据抓拍准确性
        calculators.put(CalculationStrategyConstants.Car_DataAccuracy,new CarAttrRecognitionCalculation());
        //车辆时钟准确性
        calculators.put(CalculationStrategyConstants.Car_ClockAccuracy,new CarClockAccuracyCalculation());
    }

    public static CalculationStrategy getCalculator(String indexName) {

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

@@ -85,4 +85,15 @@
        CalculationStrategy calculator = IndexCalculationFactory.getCalculator(CalculationStrategyConstants.Car_DataIntegrity);
        calculator.calculate(results);
    }

    public void CarClockAccuracyTask(){
        Date yesterday = DateUtils.addDays(new Date(), -1);
        //计算车辆卡口设备时钟准确性
        Query query = new Query();
        query.addCriteria(Criteria
                .where("mongoCreateTime").gte(DateUtils.getDayStart(yesterday)).lt(DateUtils.getDayEnd(yesterday)));
        List<VehicleDeviceInspectionResult> results = mongoTemplate.find(query, VehicleDeviceInspectionResult.class);
        CalculationStrategy calculator = IndexCalculationFactory.getCalculator(CalculationStrategyConstants.Car_ClockAccuracy);
        calculator.calculate(results);
    }
}