fuliqi
2024-09-11 b14531e3b850fe6d2fa916ba7b88b3e2bd2ff30a
ycl-server/src/main/java/com/ycl/calculate/CarSnapshopDataCalculation.java
@@ -2,35 +2,29 @@
import com.ycl.platform.domain.entity.CheckIndexCar;
import com.ycl.platform.domain.result.HK.SnapshotDataMonitorResult;
import com.ycl.platform.domain.vo.TMonitorVO;
import com.ycl.platform.mapper.CheckIndexCarMapper;
import com.ycl.platform.mapper.TMonitorMapper;
import com.ycl.platform.service.ICheckIndexCarService;
import com.ycl.system.mapper.SysConfigMapper;
import com.ycl.system.entity.SysDictData;
import com.ycl.system.mapper.SysDictDataMapper;
import com.ycl.utils.DateUtils;
import constant.ApiConstants;
import constant.CheckSnapCountConstants;
import constant.CheckConstants;
import constant.CheckThreadConstants;
import constant.RedisConstant;
import enumeration.general.AreaDeptEnum;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.data.redis.core.RedisTemplate;
import org.springframework.stereotype.Component;
import org.springframework.util.CollectionUtils;
import java.math.BigDecimal;
import java.math.RoundingMode;
import java.time.LocalDate;
import java.time.temporal.TemporalAdjusters;
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;
import java.util.*;
/**
 * 计算车辆点位在线率、视图库对接稳定性
 * 计算车辆视图库对接稳定性
 * 抓拍数据量监测结果接口数据
 * 获取分省厅、区域的map<k,v> k为deptId或者Province_deptId
 * 循环map计算点位在线率
@@ -38,39 +32,27 @@
 */
@Component
@Slf4j
public class CarSnapshopDataCalculation extends IndexCalculationServe implements CalculationStrategy<SnapshotDataMonitorResult> {
public class CarSnapshopDataCalculation extends IndexCalculationServe<SnapshotDataMonitorResult, CarSnapshopDataCalculation.AreaStats> implements CalculationStrategy<SnapshotDataMonitorResult> {
    @Autowired
    private CheckIndexCarMapper checkIndexCarMapper;
    @Autowired
    private SysConfigMapper sysConfigMapper;
    @Autowired
    private TMonitorMapper monitorMapper;
    @Autowired
    private ICheckIndexCarService checkIndexCarService;
    @Autowired
    private RedisTemplate redisTemplate;
    //区域车辆点位在线指标的内部类
    private static class AreaStats {
    @Autowired
    private SysDictDataMapper dictDataMapper;
    //区域车辆视图库对接稳定性的内部类
    protected static class AreaStats {
        int totalSites = 0;
        int onlineSites = 0;
        int totalDataSum = 0;
    }
    @Override
    public void calculate(List<SnapshotDataMonitorResult> list) {
        if (CollectionUtils.isEmpty(list)) {
            log.info("数据为空");
            return;
        }
        //获取分区域的指标数量
        Map<String, CarSnapshopDataCalculation.AreaStats> areaStatsMap = getAreaStatsMap(list);
        if (areaStatsMap == null) return;
        //获得国标码为key的设备map
        Map<String, TMonitorVO> monitorMap = monitorMapper.selectListByIds(list.stream().map(SnapshotDataMonitorResult::getExternalIndexCode).collect(Collectors.toList()))
                .stream().collect(Collectors.toMap(TMonitorVO::getSerialNumber, Function.identity()));
        //获取省厅国标码集合
        List<String> provinceIds = getProvince();
        Map<String, AreaStats> areaStatsMap = new HashMap<>();
        // 获取当前日期
        LocalDate today = LocalDate.now();
        // 获取本月的第一天
@@ -80,30 +62,14 @@
            // 如果是,则清除Redis中记录中断次数的数据
            redisTemplate.delete(RedisConstant.Check_Car_ViewConnect);
        }
        for (SnapshotDataMonitorResult result : list) {
            TMonitorVO 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 = ApiConstants.Province + deptId;
                updateAreaStats(areaStatsMap, provinceKey, result);
            }
        }
        //获取2022同期抓拍平均值 省厅、市局
        BigDecimal cityCountAvg = getAverageCount(CheckSnapCountConstants.Car_City);
        BigDecimal countyCountAvg = getAverageCount(CheckSnapCountConstants.Car_County);
        //从字典获取同期抓拍量
        List<SysDictData> carSnap = dictDataMapper.selectDictDataByType(CheckConstants.DICT_CAR_SNAP);
        // 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((key, stats) -> {
            if (stats.totalSites > 0) {
                CheckIndexCar checkIndexCar = createOrUpdateCheckIndexCar(key, stats, cityCountAvg, countyCountAvg, checkIndexCarList);
                CheckIndexCar checkIndexCar = createOrUpdateCheckIndexCar(key, stats, checkIndexCarList,carSnap);
                if (checkIndexCar != null) {
                    checkIndexCars.add(checkIndexCar);
                }
@@ -116,48 +82,27 @@
    /**
     * 累计总点位数、离线数、总抓拍量
     */
    private void updateAreaStats(Map<String, AreaStats> areaStatsMap, String key, SnapshotDataMonitorResult result) {
    @Override
    public 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());
        stats.totalSites++;
        if (ApiConstants.HK_SnapCount_ResultType_Null != result.getResultType()) {
            stats.onlineSites++;
            stats.totalDataSum += result.getDataCount();
        }
    }
    /**
     * 获取2022同期抓拍平均值
     * 车辆视图库对接稳定性
     */
    private BigDecimal getAverageCount(String configKey) {
        String count = sysConfigMapper.checkConfigKeyUnique(configKey).getConfigValue();
        return new BigDecimal(count)
                .multiply(new BigDecimal(CheckSnapCountConstants.Multiply))
                .divide(new BigDecimal(CheckSnapCountConstants.CountyNum), 10, RoundingMode.HALF_UP)
                .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
     */
    private CheckIndexCar createOrUpdateCheckIndexCar(String key, AreaStats stats, BigDecimal cityCountAvg, BigDecimal countyCountAvg, List<CheckIndexCar> checkIndexCarList) {
    private CheckIndexCar createOrUpdateCheckIndexCar(String key, AreaStats stats, List<CheckIndexCar> checkIndexCarList,List<SysDictData> carSnap) {
        CheckIndexCar checkIndexCar = getCheckIndex(key, checkIndexCarList, CheckIndexCar.class);
        if (checkIndexCar == null) {
            return null;
        }
        //调用点位在线计算方法
        if (stats.totalSites >= CheckThreadConstants.Check_Car_SiteOnline) {
            Map<String, Object> siteOnlineParam = new HashMap<>();
            siteOnlineParam.put("totalSites", stats.totalSites);
            siteOnlineParam.put("onlineSites", stats.onlineSites);
            BigDecimal siteOnline = siteOnline(siteOnlineParam);
            checkIndexCar.setSiteOnline(siteOnline.min(BigDecimal.ONE));
        } else {
            checkIndexCar.setSiteOnline(BigDecimal.ZERO);
        }
        //视图库对接稳定性
        //Redis记录该区县当月无数据上传次数
        Integer noDateCount = (Integer) redisTemplate.opsForHash().get(RedisConstant.Check_Car_ViewConnect, key);
@@ -166,14 +111,20 @@
            noDateCount = 0;
        }
        Double deductScore = 0.1 * noDateCount;
        if (stats.totalDataSum != 0) {
            BigDecimal avgCount = key.startsWith(ApiConstants.Province) ? cityCountAvg : countyCountAvg;
            Map<String, Object> viewConnectParam = new HashMap<>();
            viewConnectParam.put("totalDataSum", stats.totalDataSum);
            viewConnectParam.put("avgCount", avgCount);
            BigDecimal viewConnectStability = viewConnectStability(viewConnectParam);
            viewConnectStability = viewConnectStability.subtract(new BigDecimal(deductScore)).max(BigDecimal.ZERO).min(BigDecimal.ONE);
            checkIndexCar.setViewConnectStability(viewConnectStability);
            Integer deptId = key.startsWith(ApiConstants.Province) ? Integer.parseInt(key.split("_")[1]) : Integer.parseInt(key);
            String dictKey = key.startsWith(ApiConstants.Province) ? ApiConstants.Province+AreaDeptEnum.fromDept(deptId).getCode() : ApiConstants.County+AreaDeptEnum.fromDept(deptId).getCode();
            Optional<SysDictData> first = carSnap.stream().filter(sysDictData -> sysDictData.getDictLabel().equals(dictKey)).findFirst();
            if(first.isPresent()){
                String value = first.get().getDictValue();
                Map<String, Object> viewConnectParam = new HashMap<>();
                viewConnectParam.put("totalDataSum", stats.totalDataSum);
                viewConnectParam.put("avgCount", new BigDecimal(value).multiply(new BigDecimal(CheckConstants.MultiplyNum)).divide(new BigDecimal(LocalDate.now().getDayOfMonth()), 0, RoundingMode.HALF_UP));
                BigDecimal viewConnectStability = viewConnectStability(viewConnectParam);
                viewConnectStability = viewConnectStability.subtract(new BigDecimal(deductScore)).max(BigDecimal.ZERO).min(BigDecimal.ONE);
                checkIndexCar.setViewConnectStability(viewConnectStability);
            }
        } else {
            noDateCount++;
        }