fuliqi
2024-08-02 9ad9017702caff5147b27b2ba95ee38555c1b0d6
ycl-server/src/main/java/com/ycl/calculate/CarDeviceSampleCalculation.java
File was renamed from ycl-server/src/main/java/com/ycl/calculate/CarAttrRecognitionCalculation.java
@@ -14,6 +14,7 @@
import utils.DateUtils;
import java.math.BigDecimal;
import java.math.RoundingMode;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
@@ -22,13 +23,13 @@
import java.util.stream.Collectors;
/**
 * 计算车辆属性识别准确率
 * 采用车辆抽检指标接口数据
 * 车辆数据抽检接口
 * 计算车辆属性识别准确率、url可用性、大图可用性
 * 获取分省厅、区域的map<k,v> k为deptId或者Province_deptId
 * 更新或新增
 */
@Component
public class CarAttrRecognitionCalculation extends IndexCalculationServe implements CalculationStrategy<VehicleDeviceSamplingResult> {
public class CarDeviceSampleCalculation extends IndexCalculationServe implements CalculationStrategy<VehicleDeviceSamplingResult> {
    @Autowired
    private CheckIndexCarMapper checkIndexCarMapper;
    @Autowired
@@ -36,12 +37,18 @@
    @Autowired
    private ICheckIndexCarService checkIndexCarService;
    //区域车辆属性识别准确率
    //区域车辆抽检指标
    private static class AreaStats {
        int totalSites = 0;
        int importantTotalSites = 0;
        //属性识别准确的点位数
        int accuracySites = 0;
        int importantAccuracySitesSites = 0;
        //属性识别准确的重点点位数
        int importantAccuracySites = 0;
        //url可访问的点位数
        int urlUsabilitySites = 0;
        //图片可用的点位数
        int picUsabilitySites = 0;
    }
    @Override
@@ -78,7 +85,9 @@
        areaStatsMap.forEach((deptId, stats) -> {
            if (stats.totalSites > 0) {
                CheckIndexCar checkIndexCar = createOrUpdateCheckIndexCar(deptId, stats, checkIndexCarList);
                checkIndexCars.add(checkIndexCar);
                if (checkIndexCar != null) {
                    checkIndexCars.add(checkIndexCar);
                }
            }
        });
@@ -92,33 +101,61 @@
        //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());
        VehicleDeviceSamplingResult.VehicleDifference vehDiff = result.getVehDiff();
        VehicleDeviceSamplingResult.BigUsefulness bigUseful = result.getBigUseful();
        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准确
        if(vehDiff.getMajorConPercent() >= 0.9){
        if (vehDiff.getMajorConPercent() >= 0.9) {
            stats.accuracySites++;
        }
        //重点点位为六项属性
        if(importantIds.contains(key)){
        if (importantIds.contains(key)) {
            stats.importantTotalSites++;
            if(vehDiff.getImportantConPercent() >= 0.9){
                stats.importantAccuracySitesSites++;
            if (vehDiff.getImportantConPercent() >= 0.9) {
                stats.importantAccuracySites++;
            }
        }
        //大图可用率大于90%视为合格
        if (bigUseful.getBigUsefulPercent() >= 0.9) {
            stats.picUsabilitySites++;
        }
        //图片访问正常量 = 抽检量-异常量
        BigDecimal picNormalCount = new BigDecimal(bigUseful.getSampleCount() - bigUseful.getBigPicExpCount());
        //图片抽检量
        BigDecimal sampleCount = new BigDecimal(bigUseful.getSampleCount());
        //图片访问率>=90% 视为合格
        if (picNormalCount.divide(sampleCount, 4, RoundingMode.HALF_UP).compareTo(new BigDecimal("0.9")) >= 0) {
            stats.urlUsabilitySites++;
        }
    }
    /**
     * 车辆信息采集正确率
     * 车辆信息采集正确率、url可用性、大图可用性
     */
    private CheckIndexCar createOrUpdateCheckIndexCar(String key, AreaStats stats, List<CheckIndexCar> 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);
        param.put("importantTotalSites", stats.importantTotalSites);
        param.put("accuracySites", stats.accuracySites);
        param.put("importantAccuracySites", stats.importantAccuracySitesSites);
        BigDecimal dataAccuracy = dataAccuracy(param);
        if (checkIndexCar == null) {
            return null;
        }
        //调用信息采集正确率计算方法
        Map<String, Object> accuracyParam = new HashMap<>();
        accuracyParam.put("totalSites", stats.totalSites);
        accuracyParam.put("importantTotalSites", stats.importantTotalSites);
        accuracyParam.put("accuracySites", stats.accuracySites);
        accuracyParam.put("importantAccuracySites", stats.importantAccuracySites);
        BigDecimal dataAccuracy = dataAccuracy(accuracyParam);
        checkIndexCar.setVehicleCaptureAccuracy(dataAccuracy);
        //调用url可用性计算方法
        Map<String, Object> urlParam = new HashMap<>();
        urlParam.put("totalSites", stats.totalSites);
        urlParam.put("urlQualifySites", stats.urlUsabilitySites);
        BigDecimal urlUsability = urlUsability(urlParam);
        checkIndexCar.setVehicleUrlAvailability(urlUsability);
        //调用大图可用性计算方法
        Map<String, Object> usabilityParam = new HashMap<>();
        urlParam.put("totalSites", stats.totalSites);
        urlParam.put("picUsabilitySites", stats.picUsabilitySites);
        BigDecimal picUsability = picUsability(usabilityParam);
        checkIndexCar.setVehiclePictureAvailability(picUsability);
        return checkIndexCar;
    }