package com.ycl.calculate; import com.alibaba.fastjson2.JSONArray; import com.ycl.platform.domain.entity.CheckIndexFace; import com.ycl.platform.domain.entity.TMonitor; 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 constant.ApiConstants; import constant.CheckConstants; import constant.RedisConstant; 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 utils.StringUtils; 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; /** * 计算人脸目录一致率 * 获取分省厅、区域的map k为deptId或者Province_deptId * 更新或新增 */ @Component @Slf4j public class FaceConsistentCalculation extends IndexCalculationServe implements CalculationStrategy { @Autowired private CheckIndexFaceMapper checkIndexFaceMapper; @Autowired private TMonitorMapper monitorMapper; @Autowired private ICheckIndexFaceService checkIndexFaceService; @Autowired private RedisTemplate redisTemplate; //区域车辆信息采集准确率的内部类 private static class AreaStats { int totalSites = 0; int newSites = 0; } @Override public void calculate(List list) { if (CollectionUtils.isEmpty(list)) { log.info("数据为空"); return; } //返回以国标码为key的设备map Map monitorMap = new HashMap<>(); if(!CollectionUtils.isEmpty(list)){ monitorMap = list.stream().collect(Collectors.toMap(TMonitorVO::getSerialNumber, Function.identity())); } //获取省厅国标码集合 List provinceIds = getProvince(); //未注册人脸设备 Map newMonitorMap = new HashMap<>(); //Mongo一机一档同步Mysql时放入Redis 筛选出车辆档案 String json = (String) redisTemplate.opsForValue().get(RedisConstant.New_Monitor_Set); if (!StringUtils.isEmpty(json)) { List newMonitors = JSONArray.parseArray(json, TMonitor.class); if(!CollectionUtils.isEmpty(newMonitors)){ newMonitorMap = newMonitors.stream().filter(tMonitor -> tMonitor.getCameraFunType().contains(CheckConstants.Rule_Category_Face+"")).collect(Collectors.toMap(TMonitor::getSerialNumber, Function.identity())); } } Map areaStatsMap = new HashMap<>(); for (TMonitorVO result : list) { TMonitorVO monitor = monitorMap.get(result.getSerialNumber()); if (monitor == null) continue; String deptId = monitor.getDeptId().toString(); updateAreaStats(areaStatsMap, deptId, result,newMonitorMap); // 处理省厅数据 if (!CollectionUtils.isEmpty(provinceIds) && provinceIds.contains(monitor.getSerialNumber())) { String provinceKey = ApiConstants.Province + deptId; updateAreaStats(areaStatsMap, provinceKey, result,newMonitorMap); } } // 查询是否index表已经存在今日数据 List checkIndexFaceList = checkIndexFaceMapper.selectToday(DateUtils.getDate()); List checkIndexFaces = new ArrayList<>(); areaStatsMap.forEach((deptId, stats) -> { if (stats.totalSites > 0) { CheckIndexFace checkIndexFace = createOrUpdateCheckIndexFace(deptId, stats, checkIndexFaceList); if (checkIndexFace != null) { checkIndexFaces.add(checkIndexFace); } } }); checkIndexFaceService.saveOrUpdateBatch(checkIndexFaces); } /** * 累计人脸目录一致率 */ private void updateAreaStats(Map areaStatsMap, String key, TMonitorVO result,Map newMonitorMap) { //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(newMonitorMap.containsKey(result.getSerialNumber())){ stats.newSites++; } } /** * 人脸信息采集正确率 */ private CheckIndexFace createOrUpdateCheckIndexFace(String key, AreaStats stats, List checkIndexFaceList) { CheckIndexFace checkIndexFace = getCheckIndex(key, checkIndexFaceList, CheckIndexFace.class); if (checkIndexFace == null) { return null; } //调用目录一致率计算方法 Map param = new HashMap<>(); param.put("totalSites", stats.totalSites); param.put("newSites", stats.newSites); BigDecimal directoryConstant = directoryConstant(param); checkIndexFace.setDeviceDirectoryConsistent(directoryConstant); return checkIndexFace; } }