| | |
| | | import java.util.stream.Collectors; |
| | | |
| | | /** |
| | | * 计算人脸点位在线率、视图库对接稳定性 |
| | | * 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,v> k为deptId或者Province_deptId |
| | | * 循环map计算点位在线率 |
| | |
| | | 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<SnapshotDataMonitorResult> list) { |
| | | //获取分区域的指标数量 |
| | | Map<String, FaceSnapshotDataCalculation.AreaStats> areaStatsMap = getAreaStatsMap(list); |
| | | Map<String, FaceSnapshotDataCalculation.AreaStats> areaStatsMap = getAreaStatsMap(list, Boolean.FALSE); |
| | | if (areaStatsMap == null) return; |
| | | |
| | | // 获取当前日期 |
| | |
| | | redisTemplate.delete(RedisConstant.Check_Face_ViewConnect); |
| | | } |
| | | //从字典获取同期抓拍量 |
| | | List<SysDictData> faceSnap = dictDataMapper.selectDictDataByType(CheckConstants.DICT_FACE_SNAP); |
| | | List<SysDictData> 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<CheckIndexFace> checkIndexFaceList = checkIndexFaceMapper.selectToday(DateUtils.getDate()); |
| | | List<CheckIndexFace> checkIndexFaces = new ArrayList<>(); |
| | | areaStatsMap.forEach((deptId, stats) -> { |
| | | if (stats.totalSites > 0) { |
| | | CheckIndexFace checkIndexFace = createOrUpdateCheckIndexFace(deptId, stats, checkIndexFaceList,faceSnap); |
| | | 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<String, AreaStats> areaStatsMap, List<SysDictData> 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<SysDictData> 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<SysDictData> 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<String, AreaStats> 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<String, AreaStats> 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 |
| | |
| | | |
| | | |
| | | //人脸视图库对接稳定性 |
| | | private CheckIndexFace createOrUpdateCheckIndexFace(String key, AreaStats stats, List<CheckIndexFace> checkIndexFaceList,List<SysDictData> faceSnap) { |
| | | private CheckIndexFace createOrUpdateCheckIndexFace(String key, AreaStats stats, List<CheckIndexFace> checkIndexFaceList, List<SysDictData> faceSnap) { |
| | | CheckIndexFace checkIndexFace = getCheckIndex(key, checkIndexFaceList, CheckIndexFace.class); |
| | | if (checkIndexFace == null) { |
| | | return null; |
| | |
| | | noDateCount = 0; |
| | | } |
| | | Double deductScore = 0.1 * noDateCount; |
| | | log.info("总量:{}",stats.totalDataSum); |
| | | if (stats.totalDataSum != 0) { |
| | | 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 = faceSnap.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); |
| | | checkIndexFace.setViewConnectStability(viewConnectStability); |
| | | } |
| | | Map<String, Object> 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++; |
| | | } |