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.MonitoringDetailResult; import com.ycl.platform.domain.result.HK.SnapshotDataMonitorResult; import com.ycl.platform.domain.vo.TMonitorVO; import com.ycl.platform.mapper.CheckIndexFaceMapper; import com.ycl.platform.mapper.TMonitorMapper; import com.ycl.platform.service.ICheckIndexFaceService; import com.ycl.platform.service.ITMonitorService; import com.ycl.system.entity.SysDictData; import com.ycl.system.mapper.SysConfigMapper; import com.ycl.system.mapper.SysDictDataMapper; import constant.*; 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 utils.DateUtils; import java.math.BigDecimal; import java.math.RoundingMode; import java.time.LocalDate; import java.time.temporal.TemporalAdjusters; import java.util.*; import java.util.function.Function; import java.util.stream.Collectors; /** * 计算视图库对接稳定性 * 抓拍数据量监测结果接口数据 * 获取分省厅、区域的map k为deptId或者Province_deptId * 循环map计算点位在线率 * 更新或新增 */ @Component @Slf4j public class FaceSnapshotDataCalculation extends IndexCalculationServe implements CalculationStrategy { @Autowired private CheckIndexFaceMapper checkIndexFaceMapper; @Autowired private ICheckIndexFaceService checkIndexFaceService; @Autowired private SysConfigMapper sysConfigMapper; @Autowired private TMonitorMapper monitorMapper; @Autowired private RedisTemplate redisTemplate; @Autowired private SysDictDataMapper dictDataMapper; //区域人脸点位在线指标的内部类 protected static class AreaStats { int totalSites = 0; int totalDataSum = 0; //加权后的同期抓拍量 int lastSnapCount = 0; } @Override public void calculate(List list) { //获取分区域的指标数量 Map areaStatsMap = getAreaStatsMap(list, Boolean.FALSE); if (areaStatsMap == null) return; // 获取当前日期 LocalDate today = LocalDate.now(); // 获取本月的第一天 LocalDate firstDayOfMonth = today.with(TemporalAdjusters.firstDayOfMonth()); // 判断今天是否是本月的第一天 if (today.equals(firstDayOfMonth)) { // 如果是,则清除Redis中记录中断次数的数据 redisTemplate.delete(RedisConstant.Check_Face_ViewConnect); } //从字典获取同期抓拍量 List lastSnap = dictDataMapper.selectDictDataByType(CheckConstants.DICT_LAST_SNAP); //根据各个区县点位数据对同期抓拍量做加权处理 fillLastSnap(areaStatsMap, lastSnap); // 查询今日数据 List checkIndexFaceList = checkIndexFaceMapper.selectToday(DateUtils.getDate()); List checkIndexFaces = new ArrayList<>(); areaStatsMap.forEach((deptId, stats) -> { if (stats.totalSites > 0) { CheckIndexFace checkIndexFace = createOrUpdateCheckIndexFace(deptId, stats, checkIndexFaceList, lastSnap); if (checkIndexFace != null) { checkIndexFaces.add(checkIndexFace); } } }); checkIndexFaceService.saveOrUpdateBatch(checkIndexFaces); } //根据点位数量对同期抓拍量作加权处理 private void fillLastSnap(Map areaStatsMap, List lastSnap) { //省厅总点位数 int provinceTotalSites = 0; //区县总点位数 int countyTotalSites = 0; //同期省厅抓拍量 int lastProvinceSnap = 0; //同期区县抓拍量 int lastCountySnap = 0; //从字典里筛选省厅值 Optional first = lastSnap.stream().filter(sysDictData -> CheckConstants.SNAP_PROVINCE_FACE.equals(sysDictData.getDictLabel())).findFirst(); if (first.isPresent()) { lastProvinceSnap = Integer.parseInt(first.get().getDictValue()); } //从字典里筛选区县值 Optional first2 = lastSnap.stream().filter(sysDictData -> CheckConstants.SNAP_COUNTY_FACE.equals(sysDictData.getDictLabel())).findFirst(); if (first2.isPresent()) { lastCountySnap = Integer.parseInt(first2.get().getDictValue()); } //计算总数 for (Map.Entry entry : areaStatsMap.entrySet()) { String key = entry.getKey(); AreaStats value = entry.getValue(); if (key.startsWith(ApiConstants.Province)) { provinceTotalSites += value.totalSites; } else { countyTotalSites += value.totalSites; } } //加权操作,补充同期抓拍量 for (Map.Entry entry : areaStatsMap.entrySet()) { String key = entry.getKey(); AreaStats value = entry.getValue(); //省厅 if (key.startsWith(ApiConstants.Province)) { if (value.totalSites == 0) { value.lastSnapCount = 0; } else { BigDecimal result = new BigDecimal(value.totalSites) .divide(new BigDecimal(provinceTotalSites), 2, RoundingMode.HALF_UP) .multiply(new BigDecimal(lastProvinceSnap)); value.lastSnapCount = result.setScale(0, RoundingMode.HALF_UP).intValue(); } } else { //区县 if (value.totalSites == 0) { value.lastSnapCount = 0; } else { BigDecimal result = new BigDecimal(value.totalSites) .divide(new BigDecimal(countyTotalSites), 2, RoundingMode.HALF_UP) .multiply(new BigDecimal(lastCountySnap)); value.lastSnapCount = result.setScale(0, RoundingMode.HALF_UP).intValue(); } } } } //累计总点位数、离线数、总抓拍量 @Override public void updateAreaStats(Map 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.totalDataSum += result.getDataCount(); } } //人脸视图库对接稳定性 private CheckIndexFace createOrUpdateCheckIndexFace(String key, AreaStats stats, List checkIndexFaceList, List faceSnap) { CheckIndexFace checkIndexFace = getCheckIndex(key, checkIndexFaceList, CheckIndexFace.class); if (checkIndexFace == null) { return null; } //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_Face_ViewConnect, key); // 如果值为null,则初始化为0 if (noDateCount == null) { noDateCount = 0; } Double deductScore = 0.1 * noDateCount; if (stats.totalDataSum != 0) { Map viewConnectParam = new HashMap<>(); viewConnectParam.put("totalDataSum", stats.totalDataSum); viewConnectParam.put("lastCount", new BigDecimal(stats.lastSnapCount).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); checkIndexFace.setViewConnectStability(viewConnectStability); } else { noDateCount++; } // 将新的值放回Hash中 redisTemplate.opsForHash().put(RedisConstant.Check_Face_ViewConnect, key, noDateCount); return checkIndexFace; } }