package com.moral.api.service.impl; import com.alibaba.fastjson.JSON; import com.alibaba.fastjson.JSONObject; import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper; import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl; import com.moral.api.entity.*; import com.moral.api.mapper.HistorySecondUavMapper; import com.moral.api.pojo.dto.uav.UAVQueryTimeSlotDTO; import com.moral.api.pojo.enums.SysDictTypeEnum; import com.moral.api.pojo.form.uav.UAVQueryTimeSlotForm; import com.moral.api.service.HistorySecondUavService; import com.moral.api.service.OrganizationService; import com.moral.api.service.SpecialDeviceService; import com.moral.api.service.SysDictTypeService; import com.moral.api.utils.UnitConvertUtils; import com.moral.constant.RedisConstants; import com.moral.util.DateUtils; import com.moral.util.GeodesyUtils; import com.moral.util.MathUtils; import org.springframework.beans.factory.annotation.Autowired; import org.springframework.data.redis.core.RedisTemplate; import org.springframework.stereotype.Service; import org.springframework.util.ObjectUtils; import java.math.BigDecimal; import java.util.*; import java.util.concurrent.ConcurrentHashMap; import java.util.function.Predicate; import java.util.stream.Collectors; /** *

* 无人机秒数据表 服务实现类 *

* * @author moral * @since 2021-08-31 */ @Service public class HistorySecondUavServiceImpl extends ServiceImpl implements HistorySecondUavService { /* * 筛选数据举例 * */ private Double filterDistance = 2d; @Autowired HistorySecondUavMapper historySecondUavMapper; @Autowired OrganizationService organizationService; @Autowired SpecialDeviceService specialDeviceService; @Autowired private SysDictTypeService sysDictTypeService; @Autowired RedisTemplate redisTemplate; @Override public List queryDate(Integer organizationId) { //构造查询条件 QueryWrapper queryWrapper = new QueryWrapper<>(); //List childrenId = new ArrayList<>(); List children = organizationService.orgIdList(organizationId); //获取子组织id /*List children = organizationService.getChildrenOrganizationsById(organizationId); List childrenId = new ArrayList<>(); for (Organization child : children) { childrenId.add(child.getId()); } childrenId.add(organizationId);*/ queryWrapper.in("organization_id", children); //设置查询时间范围为180天 Date endDate = new Date(); Date startDate = DateUtils.addDays(endDate, -180); queryWrapper.between("batch", startDate, endDate); //设置查询字段 queryWrapper.select("DISTINCT DATE_FORMAT(batch,'%Y-%m-%d') batch "); queryWrapper.orderByDesc("batch"); //查询结果 List historySecondUavs = historySecondUavMapper.selectList(queryWrapper); //结果转为Date集合 List result = historySecondUavs.stream().map(HistorySecondUav::getBatch).collect(Collectors.toList()); return result; } @Override public List queryTimeSlot(UAVQueryTimeSlotForm form) { //取参 Integer organizationId = form.getOrganizationId(); List integerList = sysDictTypeService.dateValueList(SysDictTypeEnum.SYS_SECOND_UAV_RANGE.getValue()); Date startDate = form.getStartDate(); Date endDate = form.getEndDate(); QueryWrapper wrapper = new QueryWrapper<>(); //获取子组织id List children = organizationService.orgIdList(organizationId); List childrenId = new ArrayList<>(); childrenId.addAll(children); childrenId.addAll(integerList); wrapper.in("organization_id", childrenId); //查询根据batch查,因为可能会有跨天飞行的情况。 wrapper.between("batch", startDate, endDate); //设置查询字段 wrapper.select("mac,time,batch"); //查询结果 List historySecondUavs = historySecondUavMapper.selectList(wrapper); //根据batch进行分批 Map> batchMap = new LinkedHashMap<>();//key为batch的string for (HistorySecondUav historySecondUav : historySecondUavs) { //获取batch对应的数据集合 List list = batchMap.get(DateUtils.dateToDateString(historySecondUav.getBatch(), "yyyy-MM-dd HH:mm:ss")); if (list != null) { list.add(historySecondUav); } else { ArrayList newList = new ArrayList<>(); newList.add(historySecondUav); batchMap.put(DateUtils.dateToDateString(historySecondUav.getBatch(), "yyyy-MM-dd HH:mm:ss"), newList); } } //去除少于30条数据的集合 batchMap.values().removeIf(new Predicate>() { @Override public boolean test(List historySecondUavs) { if (historySecondUavs.size() <= 30) return true; return false; } }); //根据mac进行分类 Map>>> macBatchMap = new LinkedHashMap<>();//key为mac //遍历batchMap将mac提取出来,作为macBatchMap的key,batch和数据map的数据集合放入value batchMap.forEach((key, value) -> { String mac = value.get(0).getMac(); List>> maps = macBatchMap.get(mac); if (maps != null) { Map> map = new LinkedHashMap<>(); map.put(key, value); maps.add(map); } else { List>> list = new ArrayList<>(); Map> map = new LinkedHashMap<>(); map.put(key, value); list.add(map); macBatchMap.put(value.get(0).getMac(), list); } }); //封装返回数据 List dtos = new ArrayList<>(); macBatchMap.forEach((key, value) -> { UAVQueryTimeSlotDTO dto = new UAVQueryTimeSlotDTO(); List> timeSlots = new ArrayList<>(); dto.setMac(key); //根据mac查询设备名称 SpecialDevice specialDevice = specialDeviceService.getSpecialDeviceMapByMac(key); //如果设备不存在则退出循环 if (specialDevice == null) return; dto.setName(specialDevice.getName()); //获取时间段与batch value.forEach(listValue -> { listValue.forEach((mKey, mValue) -> { Date slotStartDate = mValue.get(0).getTime(); Date slotEndDate = mValue.get(mValue.size() - 1).getTime(); Map dateMap = new HashMap<>(); dateMap.put("startTime", slotStartDate); dateMap.put("endTime", slotEndDate); dateMap.put("batch", mKey); dateMap.put("total",mValue.size()); timeSlots.add(dateMap); }); }); dto.setTimeSlot(timeSlots); dtos.add(dto); }); return dtos; } @Override public List queryDataByBatch(String batch) { //batch转换类型 Date batchDate = DateUtils.getDate(batch, "yyyy-MM-dd HH:mm:ss"); //查询数据 QueryWrapper wrapper = new QueryWrapper<>(); wrapper.eq("batch", batchDate); wrapper.select("value,mac,time"); List datas = historySecondUavMapper.selectList(wrapper); //获取无人机飞行高度最低值 Double lowestHeight = 0d; for (HistorySecondUav data : datas) { String value = data.getValue(); Map valueMap = JSON.parseObject(value, Map.class); //判断value里面有没有高度 if (!valueMap.containsKey("flyhig")|| !valueMap.containsKey("flylat")|| !valueMap.containsKey("flylon")){ continue; } //获取高度 Double height = Double.valueOf((String) valueMap.get("flyhig")); if (height < lowestHeight) lowestHeight = height; } //获取最低点后,无人机所有飞行高度以最低点作为0点,所以无人机所有的高度全部加上最低点的绝对值。 lowestHeight = Math.abs(lowestHeight); for (HistorySecondUav data : datas) { String value = data.getValue(); Map valueMap = JSON.parseObject(value, Map.class); //判断value里面有没有高度 if (!valueMap.containsKey("flyhig")|| !valueMap.containsKey("flylat")|| !valueMap.containsKey("flylon")){ continue; } //获取高度 Double height = Double.valueOf((String) valueMap.get("flyhig")); //加上最低点绝对值 height = MathUtils.add(height, lowestHeight); //重新封装数据 valueMap.put("flyhig", height); String newValue = JSON.toJSONString(valueMap); data.setValue(newValue); } //筛选无人机数据,保持每个点之间的距离在2米以上 datas = filterDatas(datas); if (datas.size()<2){ return null; } //转换单位 unitConvert(datas); return datas; } /** * @Description: 过滤数据 * @Param: [datas] * @return: java.util.List * @Author: 陈凯裕 * @Date: 2021/9/16 */ private List filterDatas(List datas) { //创建返回结果 List result = new ArrayList<>(); //把第一个数据暂时作为对比数据 HistorySecondUav tempData = datas.get(0); result.add(tempData); datas.remove(0); for (HistorySecondUav data : datas) { Double distance = getDistance(tempData, data); if (distance==null){ continue; } if (distance > filterDistance) { result.add(data); tempData = data; } } return result; } /** * @Description: 获取两个数据之间的距离 * @Param: [uav1, uav2] * @return: java.lang.Double * @Author: 陈凯裕 * @Date: 2021/9/13 */ private Double getDistance(HistorySecondUav uav1, HistorySecondUav uav2) { String value1 = uav1.getValue(); String value2 = uav2.getValue(); Map value1Map = JSON.parseObject(value1, Map.class); Map value2Map = JSON.parseObject(value2, Map.class); //判断这两个数据里面有没有经纬度 if (!value1Map.containsKey("flylon")||!value1Map.containsKey("flylat")||!value1Map.containsKey("flyhig")|| !value2Map.containsKey("flylon")||!value2Map.containsKey("flylat")||!value2Map.containsKey("flyhig")){ return null; } //获取数据1的经纬度和高度 Double longtitude1 = Double.valueOf((String) value1Map.get("flylon")); Double latitude1 = Double.valueOf((String) value1Map.get("flylat")); BigDecimal c1 = (BigDecimal) value1Map.get("flyhig"); double height1 = c1.doubleValue(); //获取数据2的经纬度和高度 Double longtitude2 = Double.valueOf((String) value2Map.get("flylon")); Double latitude2 = Double.valueOf((String) value2Map.get("flylat")); BigDecimal c2 = (BigDecimal) value2Map.get("flyhig"); double height2 = c2.doubleValue(); //计算经纬度之间的平面距离 Double planDistance = GeodesyUtils.getDistance(latitude1, longtitude1, latitude2, longtitude2); //根据直角三角形特性用勾股定理计算空间距离 Double heightDsitance = Math.abs(MathUtils.sub(height2, height1)); Double Distance = Math.sqrt(MathUtils.mul(planDistance, planDistance) + MathUtils.mul(heightDsitance, heightDsitance)); return Distance; } /** * @Description: 数据单位转换以及拼接 * @Param: [datas] * @return: java.util.List * @Author: 陈凯裕 * @Date: 2021/9/16 */ private void unitConvert(List datas) { //获取转换公式 List unitConversions = redisTemplate.opsForList().range(RedisConstants.UNIT_CONVERSION, 0, -1); //获取无人机基本数据 SpecialDevice specialDevice = (SpecialDevice) redisTemplate.opsForHash().get(RedisConstants.SPECIAL_DEVICE_INFO, datas.get(0).getMac()); //获取无人机型号所有的因子信息 List sensors = specialDevice.getVersion().getSensors(); Map sensorsMap = new HashMap<>(); sensors.forEach(value -> sensorsMap.put(value.getCode(), value)); //转换单位并且拼接单位 for (HistorySecondUav data : datas) { String valueStr = data.getValue(); ConcurrentHashMap valueMap = JSON.parseObject(valueStr, ConcurrentHashMap.class); Set> entries = valueMap.entrySet(); Iterator> iterator = entries.iterator(); //遍历单个数据的所有因子 while(iterator.hasNext()){ Map.Entry entry = iterator.next(); String code = entry.getKey(); String value = String.valueOf(entry.getValue()); Sensor sensor = sensorsMap.get(code); if (sensor == null) {//如果型号中没有该因子则移除 valueMap.remove(code); continue; } String unit = sensor.getUnit(); String unitKey = sensor.getUnitKey(); String showUnit = sensor.getShowUnit(); String showUnitKey = sensor.getShowUnitKey(); //如果源单位和显示单位相同则直接拼接单位 if (showUnitKey.equals(unitKey)) { value += " " + unit; } else { String formula = sensor.getFormula(); //如果sensor中的公式为空则从缓存中获取公式 if (ObjectUtils.isEmpty(formula)) { for (UnitConversion unitConversion : unitConversions) { if (unitConversion.getOriginalUnitKey().equals(unitKey) && unitConversion.getTargetUnitKey().equals(showUnitKey)) formula = unitConversion.getFormula(); } } //计算转换单位后的数据 String resultValue = UnitConvertUtils.calculate((String) value, formula); if (resultValue != null) { resultValue += showUnit; } else {//如果转换出的数据为null,则代表缓存中也没有公式,依然使用源单位。 resultValue = value + unit; } value = resultValue; } //重新放入转换后的数据 valueMap.put(code, value); } String value = JSON.toJSONString(valueMap); data.setValue(value); } } @Override public boolean UAVTest(BigDecimal lat, BigDecimal lon, String batch) { List list = new ArrayList<>(); QueryWrapper wrapper = new QueryWrapper<>(); wrapper.eq("batch", batch); wrapper.select("value,mac,time,organization_id"); wrapper.orderByAsc("time"); List datas = historySecondUavMapper.selectList(wrapper); Date time = new Date(); //String bat = "2023-08-08 14:42:20"; for(HistorySecondUav g : datas){ HistorySecondUav historySecondUav = new HistorySecondUav(); historySecondUav.setTime(DateUtils.addDays(g.getTime(),0)); historySecondUav.setMac(g.getMac()); historySecondUav.setBatch(time); historySecondUav.setOrganizationId(g.getOrganizationId()); Map data = JSON.parseObject(g.getValue(), Map.class); Map dataResult = new HashMap<>(); dataResult = data; dataResult.put("flylat",Objects.isNull(data.get("flylat"))||data.get("flylat").toString().equals("0")?0d:Double.parseDouble(String.format("%.10f",Double.parseDouble(data.get("flylat").toString())+lat.doubleValue()))); dataResult.put("flylon",Objects.isNull(data.get("flylon"))||data.get("flylon").toString().equals("0")?0d:Double.parseDouble(String.format("%.10f",Double.parseDouble(data.get("flylon").toString())+lon.doubleValue()))); /*if(Objects.nonNull(data.get("a21026"))&& !data.get("a21026").toString().equals("0")){ Double a21026D = Double.parseDouble(data.get("a21026").toString()); if( a21026D>15){ a21026D = a21026D -10; } dataResult.put("a21026",Double.parseDouble(String.format("%.4f",a21026D))); } if(Objects.nonNull(data.get("a21004"))&& !data.get("a21004").toString().equals("0")){ Double a21024D = Double.parseDouble(data.get("a21004").toString()); if( a21024D>100){ a21024D = a21024D -100; } dataResult.put("a21004",Double.parseDouble(String.format("%.4f",a21024D))); }*/ historySecondUav.setValue(JSONObject.toJSONString(dataResult)); list.add(historySecondUav); } this.saveBatch(list); return true; } @Override public boolean UAVUpdateTest(String batch) { List list = new ArrayList<>(); QueryWrapper wrapper = new QueryWrapper<>(); wrapper.eq("batch", batch); wrapper.select("id,value,mac,time,organization_id"); wrapper.orderByAsc("time"); List datas = historySecondUavMapper.selectList(wrapper); for(HistorySecondUav g : datas){ HistorySecondUav historySecondUav = new HistorySecondUav(); Map data = JSON.parseObject(g.getValue(), Map.class); Map dataResult = new HashMap<>(); dataResult = data; Double a34004 = Double.parseDouble(data.get("a34004").toString()); Double a34002 = Double.parseDouble(data.get("a34002").toString()); dataResult.put("a34002",Double.parseDouble(String.format("%.4f",a34004))); dataResult.put("a34004",Double.parseDouble(String.format("%.4f",a34002))); /* if(a21026D>11){ // Integer digit = a21026D % 10; Integer digit = new Random().nextInt(5)+8; dataResult.put("a21026",Double.parseDouble(digit.toString())); }else { continue; }*/ historySecondUav.setId(g.getId()); historySecondUav.setValue(JSONObject.toJSONString(dataResult)); list.add(historySecondUav); } this.updateBatchById(list); return true; } public static void main(String[] args) { for(int i = 0;i<10;i++){ //选定随机数的生成区间为7~15 //15-7=8 //8+1=9 int number = new Random().nextInt(5)+8; //随机数结果加上最初的首个数字 System.out.println(number); } } }