人脸时钟准确性

fuliqi

2024-08-02 40797b99f5ec22b7165d4c67eee5c198741d0633

人脸时钟准确性

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

@@ -46,5 +46,9 @@
     * 人脸属性监测结果
     */
    public static final String Face_InfoAccuracy = "faceInfoAccuracy";
    /**
     * 人脸时钟准确性
     */
    public static final String Face_ClockAccuracy = "faceClockAccuracy";

}

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

@@ -113,10 +113,10 @@
            return null;
        }
        //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);
        Map<String, Object> clockAccuracyParam = new HashMap<>();
        clockAccuracyParam.put("totalSites", stats.totalSites);
        clockAccuracyParam.put("accuracySites", stats.accuracySites);
        BigDecimal clockAccuracy = clockAccuracy(clockAccuracyParam);
        checkIndexCar.setVehicleTimingAccuracy(clockAccuracy);
        return checkIndexCar;
    }

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

New file
@@ -0,0 +1,118 @@
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.FaceDeviceInspectionResult;
import com.ycl.platform.domain.result.HK.FaceDeviceInspectionResult;
import com.ycl.platform.mapper.CheckIndexFaceMapper;
import com.ycl.platform.service.ICheckIndexFaceService;
import com.ycl.platform.service.ITMonitorService;
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.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.function.Function;
import java.util.stream.Collectors;

/**
 * 计算人脸时钟准确性
 * 采用人脸全检接口
 * 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 FaceClockAccuracyCalculation extends IndexCalculationServe implements CalculationStrategy<FaceDeviceInspectionResult> {
    @Autowired
    private CheckIndexFaceMapper CheckIndexFaceMapper;
    @Autowired
    private ITMonitorService monitorService;
    @Autowired
    private ICheckIndexFaceService checkIndexFaceService;

    //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<FaceDeviceInspectionResult> 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(FaceDeviceInspectionResult::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 (FaceDeviceInspectionResult 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.totalSites > 0) {
                CheckIndexFace checkIndexFace = createOrUpdateCheckIndexCar(deptId, stats, checkIndexFaceList);
                if (checkIndexFace != null) {
                    checkIndexFaces.add(checkIndexFace);
                }
            }
        });

        checkIndexFaceService.saveOrUpdateBatch(checkIndexFaces);
    }

    /**
     * 累计时钟合格设备
     */
    private void updateAreaStats(Map<String, AreaStats> areaStatsMap, String key, FaceDeviceInspectionResult 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 CheckIndexFace createOrUpdateCheckIndexCar(String key, AreaStats stats, List<CheckIndexFace> checkIndexFaceList) {
        CheckIndexFace checkIndexFace = getCheckIndex(key, checkIndexFaceList, CheckIndexFace.class);
        if (checkIndexFace == null) {
            return null;
        }
        //调用时钟准确性计算方法
        Map<String, Object> clockAccuracyParam = new HashMap<>();
        clockAccuracyParam.put("totalSites", stats.totalSites);
        clockAccuracyParam.put("accuracySites", stats.accuracySites);
        BigDecimal clockAccuracy = clockAccuracy(clockAccuracyParam);
        checkIndexFace.setFaceTimingAccuracy(clockAccuracy);
        return checkIndexFace;
    }
}

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

@@ -33,7 +33,7 @@
        //人脸图片合格、大图可用
        calculators.put(CalculationStrategyConstants.Face_DataAccuracy_PicUsability, new FaceDeviceSampleCalculation());
        //人脸时钟准确性

        calculators.put(CalculationStrategyConstants.Face_ClockAccuracy, new FaceClockAccuracyCalculation());
        //TODO：人脸目录一致
    }


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

@@ -84,7 +84,7 @@
        calculator.calculate(results);
    }

    public void CarClockAccuracyTask() {
    public void clockAccuracyTask() {
        Date yesterday = DateUtils.addDays(new Date(), -1);
        //计算车辆卡口设备时钟准确性
        Query query = new Query();

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

@@ -48,7 +48,7 @@
        CalculationStrategy calculator = IndexCalculationFactory.getCalculator(CalculationStrategyConstants.Face_DataAccuracy_PicUsability);
        calculator.calculate(results);
    }
    public void InfoAccuracyTask(){
    public void infoAccuracyTask(){
        Date yesterday = DateUtils.addDays(new Date(), -1);
        //计算人脸卡口信息采集准确率
        Query query = new Query();
@@ -69,7 +69,16 @@
        CalculationStrategy calculator = IndexCalculationFactory.getCalculator(CalculationStrategyConstants.Face_SnapshotDelay);
        calculator.calculate(results);
    }

    public void clockAccuracyTask() {
        Date yesterday = DateUtils.addDays(new Date(), -1);
        //计算人脸设备时钟准确性
        Query query = new Query();
        query.addCriteria(Criteria
                .where("mongoCreateTime").gte(DateUtils.getDayStart(yesterday)).lt(DateUtils.getDayEnd(yesterday)));
        List<FaceDeviceInspectionResult> results = mongoTemplate.find(query, FaceDeviceInspectionResult.class);
        CalculationStrategy calculator = IndexCalculationFactory.getCalculator(CalculationStrategyConstants.Face_ClockAccuracy);
        calculator.calculate(results);
    }

    public void test() {
        Date yesterday = DateUtils.addDays(new Date(), -1);