jinpengyong
2024-03-01 b9a62c75633d8f22fece8645d528be79dc116d7d
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package com.moral.api.service.impl;
 
import com.moral.api.pojo.dto.uav.UAVResultListDTO;
import org.apache.commons.collections4.CollectionUtils;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;
 
import java.math.BigDecimal;
import java.text.DecimalFormat;
import java.util.ArrayList;
import java.util.Collections;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.Objects;
import java.util.Set;
 
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONObject;
import com.baomidou.mybatisplus.core.toolkit.ObjectUtils;
import com.moral.api.entity.HistorySecondUav;
import com.moral.api.mapper.HistorySecondUavMapper;
import com.moral.api.pojo.dto.uav.UAVGetBD;
import com.moral.api.pojo.dto.uav.UAVGteForDTO;
import com.moral.api.pojo.dto.uav.UAVResultDTO;
import com.moral.api.service.UAVService;
import com.moral.util.DateUtils;
 
 
@Service
public class UAVServiceImpl implements UAVService {
 
    @Autowired
    private HistorySecondUavMapper historySecondUavMapper;
 
    @Override
    public UAVResultListDTO getUavMore(Map<String, Object> params) {
        UAVResultListDTO uavResultListDTO = new UAVResultListDTO();
        String uvasize = params.get("uvasize").toString();
        int size = Integer.parseInt(uvasize);
        //纬度
        ArrayList<Double> flyLatList = new ArrayList<>();
        //经度
        ArrayList<Double> flyLonList = new ArrayList<>();
        String type = params.get("type").toString();
        params.put("type","$."+type);
        List<UAVGetBD> historySecondUavs = historySecondUavMapper.reListDetail(params);
        if (ObjectUtils.isEmpty(historySecondUavs)){
            return null;
        }
        ArrayList<UAVGetBD> rsBDList = new ArrayList<>();
        for (UAVGetBD historySecondUav : historySecondUavs) {
            UAVGetBD uavGetBD = new UAVGetBD();
            //WGS84 转 百度坐标
            double[] doubles = transformWGS84ToBD09(historySecondUav.getFlyLon(), historySecondUav.getFlyLat());
            uavGetBD.setFlyLon(doubles[0]);
            uavGetBD.setFlyLat(doubles[1]);
            uavGetBD.setNum(historySecondUav.getNum());
            rsBDList.add(uavGetBD);
            flyLatList.add(doubles[1]);
            flyLonList.add(doubles[0]);
        }
        //获取最大最小的经纬度
        Double maxLat = Collections.max(flyLatList);
        Double maxLon = Collections.max(flyLonList);
        Double minLat = Collections.min(flyLatList);
        Double minLon = Collections.min(flyLonList);
        double distance1 = getDistance(maxLon, minLat, maxLon, maxLat);
        //计算经度的距离
        double distance2 = getDistance(maxLon, minLat, minLon, minLat);
        ArrayList<UAVGteForDTO> list = new ArrayList<>();
        String[] youshang = calLocationByDistanceAndLocationAndDirection(90, minLon, maxLat, size);
        //右下2
        String[] youxia = calLocationByDistanceAndLocationAndDirection(180, Double.parseDouble(youshang[0]), Double.parseDouble(youshang[1]), size);
        //左下2
        String[] zuoxia = calLocationByDistanceAndLocationAndDirection(180, minLon, maxLat, size);
        for (int i = 0; i <distance2 ; i+=size) {
            UAVGteForDTO dto1 = new UAVGteForDTO();
            String[] strings2 = calLocationByDistanceAndLocationAndDirection(90, minLon, maxLat, i);
            String[] strings3 = calLocationByDistanceAndLocationAndDirection(90, Double.parseDouble(youshang[0].toString()), Double.parseDouble(youshang[1].toString()), i);
            String[] strings4 = calLocationByDistanceAndLocationAndDirection(90, Double.parseDouble(youxia[0].toString()), Double.parseDouble(youxia[1].toString()), i);
            String[] strings5 = calLocationByDistanceAndLocationAndDirection(90, Double.parseDouble(zuoxia[0].toString()), Double.parseDouble(zuoxia[1].toString()), i);
            dto1.setLeftTop(strings2);
            dto1.setRightTop(strings3);
            dto1.setRightBottom(strings4);
            dto1.setLeftBottom(strings5);
            list.add(dto1);
            for (int j = 0; j < distance1; j+=size) {
                UAVGteForDTO dto2 = new UAVGteForDTO();
                String[] strings6 = calLocationByDistanceAndLocationAndDirection(180, Double.parseDouble(strings2[0].toString()), Double.parseDouble(strings2[1].toString()), j);
                String[] strings7 = calLocationByDistanceAndLocationAndDirection(180, Double.parseDouble(strings3[0].toString()), Double.parseDouble(strings3[1].toString()), j);
                String[] strings8 = calLocationByDistanceAndLocationAndDirection(180, Double.parseDouble(strings4[0].toString()), Double.parseDouble(strings4[1].toString()), j);
                String[] strings9 = calLocationByDistanceAndLocationAndDirection(180, Double.parseDouble(strings5[0].toString()), Double.parseDouble(strings5[1].toString()), j);
                dto2.setLeftTop(strings6);
                dto2.setRightTop(strings7);
                dto2.setRightBottom(strings8);
                dto2.setLeftBottom(strings9);
                if (j!=0){
                    list.add(dto2);
                }
            }
 
        }
        return null;
    }
    @Override
    public List<UAVResultDTO> getUav(Map<String, Object> params) {
 
        String uvasize = params.get("uvasize").toString();
        int size = Integer.parseInt(uvasize);
        //纬度
        ArrayList<Double> flyLatList = new ArrayList<>();
        //经度
        ArrayList<Double> flyLonList = new ArrayList<>();
 
        List<HistorySecondUav> historySecondUavs = historySecondUavMapper.reList(params);
        if (ObjectUtils.isEmpty(historySecondUavs)){
            return null;
        }
        ArrayList<UAVGetBD> rsBDList = new ArrayList<>();
        for (HistorySecondUav historySecondUav : historySecondUavs) {
            UAVGetBD uavGetBD = new UAVGetBD();
            String value = historySecondUav.getValue();
            JSONObject jsonObject = JSONObject.parseObject(value);
            if (!jsonObject.containsKey("flyhig")|| !jsonObject.containsKey("flylat")){
                continue;
            }
            String flylon = jsonObject.get("flylon").toString();
            String flylat = jsonObject.get("flylat").toString();
            //WGS84 转 百度坐标
            double[] doubles = transformWGS84ToBD09(Double.parseDouble(flylon), Double.parseDouble(flylat));
            uavGetBD.setFlyLon(doubles[0]);
            uavGetBD.setFlyLat(doubles[1]);
            uavGetBD.setTime(DateUtils.dateToDateString(historySecondUav.getTime()));
            uavGetBD.setValue(value);
            rsBDList.add(uavGetBD);
//            flyLatList.add(Double.parseDouble(flylat));
//            flyLonList.add(Double.parseDouble(flylon));
            flyLatList.add(doubles[1]);
            flyLonList.add(doubles[0]);
        }
        //获取最大最小的经纬度
        Double maxLat = Collections.max(flyLatList);
        Double maxLon = Collections.max(flyLonList);
        Double minLat = Collections.min(flyLatList);
        Double minLon = Collections.min(flyLonList);
        //大四边形右下
//        String leftTop =  minLat +";"+ maxLon;
        //右上
//        String rightTop =  maxLat +";"+ maxLon;
        //左下
//        String leftBottom = minLat +";" + minLon;
        //左上
//        String rightBottom = maxLat +";" + minLon;
        //计算纬度的距离
        double distance1 = getDistance(maxLon, minLat, maxLon, maxLat);
        //计算经度的距离
        double distance2 = getDistance(maxLon, minLat, minLon, minLat);
        ArrayList<UAVGteForDTO> list = new ArrayList<>();
        //小四边形
 
//        String [] lefts =new String[]{maxLon.toString(),minLat.toString()};
        //右上2
        String[] youshang = calLocationByDistanceAndLocationAndDirection(90, minLon, maxLat, size);
        //右下2
        String[] youxia = calLocationByDistanceAndLocationAndDirection(180, Double.parseDouble(youshang[0]), Double.parseDouble(youshang[1]), size);
        //左下2
        String[] zuoxia = calLocationByDistanceAndLocationAndDirection(180, minLon, maxLat, size);
 
        for (int i = 0; i <distance2 ; i+=size) {
            UAVGteForDTO dto1 = new UAVGteForDTO();
            String[] strings2 = calLocationByDistanceAndLocationAndDirection(90, minLon, maxLat, i);
            String[] strings3 = calLocationByDistanceAndLocationAndDirection(90, Double.parseDouble(youshang[0].toString()), Double.parseDouble(youshang[1].toString()), i);
            String[] strings4 = calLocationByDistanceAndLocationAndDirection(90, Double.parseDouble(youxia[0].toString()), Double.parseDouble(youxia[1].toString()), i);
            String[] strings5 = calLocationByDistanceAndLocationAndDirection(90, Double.parseDouble(zuoxia[0].toString()), Double.parseDouble(zuoxia[1].toString()), i);
            dto1.setLeftTop(strings2);
            dto1.setRightTop(strings3);
            dto1.setRightBottom(strings4);
            dto1.setLeftBottom(strings5);
            list.add(dto1);
            for (int j = 0; j < distance1; j+=size) {
                UAVGteForDTO dto2 = new UAVGteForDTO();
                String[] strings6 = calLocationByDistanceAndLocationAndDirection(180, Double.parseDouble(strings2[0].toString()), Double.parseDouble(strings2[1].toString()), j);
                String[] strings7 = calLocationByDistanceAndLocationAndDirection(180, Double.parseDouble(strings3[0].toString()), Double.parseDouble(strings3[1].toString()), j);
                String[] strings8 = calLocationByDistanceAndLocationAndDirection(180, Double.parseDouble(strings4[0].toString()), Double.parseDouble(strings4[1].toString()), j);
                String[] strings9 = calLocationByDistanceAndLocationAndDirection(180, Double.parseDouble(strings5[0].toString()), Double.parseDouble(strings5[1].toString()), j);
                dto2.setLeftTop(strings6);
                dto2.setRightTop(strings7);
                dto2.setRightBottom(strings8);
                dto2.setLeftBottom(strings9);
                if (j!=0){
                    list.add(dto2);
                }
            }
        }
        HashMap<String,List<String>> rsMap = new HashMap<>();
        List<String>  stringList = new ArrayList<>();
        for (UAVGteForDTO uavGteForDTO : list) {
            ArrayList<String> list1 = new ArrayList<>();
            ArrayList<String[]> doubleArrayList = new ArrayList<>();
            doubleArrayList.add(uavGteForDTO.getLeftTop());
            doubleArrayList.add(uavGteForDTO.getLeftBottom());
            doubleArrayList.add(uavGteForDTO.getRightTop());
            doubleArrayList.add(uavGteForDTO.getRightBottom());
            String[] leftTops = uavGteForDTO.getLeftTop();
            String[] rightBottoms = uavGteForDTO.getRightBottom();
            Double x1 = Double.parseDouble(leftTops[0]);
            Double x2 = Double.parseDouble(rightBottoms[0]);
            Double y1 = Double.parseDouble(leftTops[1]);
            Double y2 = Double.parseDouble(rightBottoms[1]);
            //获取区域对象
//            for (int i = 0; i < historySecondUavs.size(); i++) {
//                HistorySecondUav historySecondUav = historySecondUavs.get(i);
//                String value = historySecondUav.getValue();
//                Map map1 = JSON.parseObject(value, Map.class);
//                String flylat = map1.get("flylat").toString();
//                String flylon = map1.get("flylon").toString();
//                //判断点是否在区域内
//                boolean flag = isInPolygon(flylon,flylat,x1,x2,y1,y2);
//                if (flag){
//                    String time = DateUtils.dateToDateString(historySecondUav.getTime());
//                    //historySecondUavs.remove(i);
//                    if(!stringList.contains(time)){
//                        list1.add(historySecondUav.getValue());
//                        stringList.add(time);
//                    }
//                }
//            }
            for (UAVGetBD uavGetBD : rsBDList) {
                boolean flag = isInPolygon(uavGetBD.getFlyLon().toString(),uavGetBD.getFlyLat().toString(),x1,x2,y1,y2);
                if (flag){
                    String time = uavGetBD.getTime();
                    //historySecondUavs.remove(i);
                    if(!stringList.contains(time)){
                        list1.add(uavGetBD.getValue());
                        stringList.add(time);
                    }
                }
            }
            //获取中心点坐标
            String result = getResult(doubleArrayList);
            rsMap.put(result,list1);
        }
 
        ArrayList<Double> TVOCArrayListNotMergedSum = new ArrayList<>();
        ArrayList<Double> PM10ArrayListNotMergedSum = new ArrayList<>();
        ArrayList<Double> PM25ArrayListNotMergedSum = new ArrayList<>();
        ArrayList<Double> SOArrayListNotMergedSum = new ArrayList<>();
        ArrayList<Double> NOArrayListNotMergedSum = new ArrayList<>();
        ArrayList<Double> QYArrayListNotMergedSum = new ArrayList<>();
        ArrayList<Double> COArrayListNotMergedSum = new ArrayList<>();
        ArrayList<Double> WDArrayListNotMergedSum = new ArrayList<>();
        ArrayList<Double> SHArrayListNotMergedSum = new ArrayList<>();
        ArrayList<Double> O3ArrayListNotMergedSum = new ArrayList<>();
        ArrayList<Double> TVOCArrayListMergedSum = new ArrayList<>();
        ArrayList<Double> PM10ArrayListMergedSum = new ArrayList<>();
        ArrayList<Double> PM25ArrayListMergedSum = new ArrayList<>();
        ArrayList<Double> SOArrayListMergedSum = new ArrayList<>();
        ArrayList<Double> NOArrayListMergedSum = new ArrayList<>();
        ArrayList<Double> QYArrayListMergedSum = new ArrayList<>();
        ArrayList<Double> COArrayListMergedSum = new ArrayList<>();
        ArrayList<Double> WDArrayListMergedSum = new ArrayList<>();
        ArrayList<Double> SHArrayListMergedSum = new ArrayList<>();
        ArrayList<Double> O3ArrayListMergedSum = new ArrayList<>();
        //计算区域类所有因子的平均数
        ArrayList<UAVResultDTO> uavResultDTOS = new ArrayList<>();
        Set<String> strings = rsMap.keySet();
        for (String string : strings) {
            UAVResultDTO dto = new UAVResultDTO();
            List<String> list1 = rsMap.get(string);
            if (ObjectUtils.isEmpty(list1)){
                continue;
            }
            ArrayList<Double> TVOCArrayList = new ArrayList<>();
            ArrayList<Double> PM10ArrayList = new ArrayList<>();
            ArrayList<Double> PM25ArrayList = new ArrayList<>();
            ArrayList<Double> SOArrayList = new ArrayList<>();
            ArrayList<Double> NOArrayList = new ArrayList<>();
            ArrayList<Double> QYArrayList = new ArrayList<>();
            ArrayList<Double> COArrayList = new ArrayList<>();
            ArrayList<Double> WDArrayList = new ArrayList<>();
            ArrayList<Double> SHArrayList = new ArrayList<>();
            ArrayList<Double> O3ArrayList = new ArrayList<>();
            for (String s : list1) {
                JSONObject jsonObject = JSON.parseObject(s);
                //tvoc
                Object a99054 = jsonObject.get("a99054");
                if (!Objects.isNull(a99054)){
                    TVOCArrayList.add(Double.parseDouble(a99054.toString()));
                    TVOCArrayListNotMergedSum.add(Double.parseDouble(a99054.toString()));
                }
                //pm2.5
                Object a34004 = jsonObject.get("a34004");
                if (!Objects.isNull(a34004)){
                    PM25ArrayList.add(Double.parseDouble(a34004.toString()));
                    PM25ArrayListNotMergedSum.add(Double.parseDouble(a34004.toString()));
                }
                //二氧化硫
                Object a21026 = jsonObject.get("a21026");
                if (!Objects.isNull(a21026)){
                    SOArrayList.add(Double.parseDouble(a21026.toString()));
                    SOArrayListNotMergedSum.add(Double.parseDouble(a21026.toString()));
                }
 
                //二氧化氮
                Object a21004 = jsonObject.get("a21004");
                if (!Objects.isNull(a21004)){
                    NOArrayList.add(Double.parseDouble(a21004.toString()));
                    NOArrayListNotMergedSum.add(Double.parseDouble(a21004.toString()));
                }
 
                //气压
                Object a01006 = jsonObject.get("a01006");
                if (!Objects.isNull(a01006)){
                    QYArrayList.add(Double.parseDouble(a01006.toString()));
                    QYArrayListNotMergedSum.add(Double.parseDouble(a01006.toString()));
                }
                //pm10
                Object a34002 = jsonObject.get("a34002");
                if (!Objects.isNull(a34002)){
                    PM10ArrayList.add(Double.parseDouble(a34002.toString()));
                    PM10ArrayListNotMergedSum.add(Double.parseDouble(a34002.toString()));
                }
                //co
                Object a21005 = jsonObject.get("a21005");
                if (!Objects.isNull(a21005)){
                    COArrayList.add(Double.parseDouble(a21005.toString()));
                    COArrayListNotMergedSum.add(Double.parseDouble(a21005.toString()));
                }
                //湿度
                Object a01002 = jsonObject.get("a01002");
                if (!Objects.isNull(a01002)){
                    SHArrayList.add(Double.parseDouble(a01002.toString()));
                    SHArrayListNotMergedSum.add(Double.parseDouble(a01002.toString()));
                }
                //温度
                Object a01001 = jsonObject.get("a01001");
                if (!Objects.isNull(a01001)){
                    WDArrayList.add(Double.parseDouble(a01001.toString()));
                    WDArrayListNotMergedSum.add(Double.parseDouble(a01001.toString()));
                }
                //臭氧
                Object a05024 = jsonObject.get("a05024");
                if (!Objects.isNull(a05024)){
                    O3ArrayList.add(Double.parseDouble(a05024.toString()));
                    O3ArrayListNotMergedSum.add(Double.parseDouble(a05024.toString()));
                }
 
            }
            double WDDouble =0.0;
            double SHDouble =0.0;
            double QYDouble =0.0;
            double CODouble =0.0;
            double TVODouble =0.0;
            double PM10Double =0.0;
            double PM25Double =0.0;
            double SODouble =0.0;
            double NODouble =0.0;
            double O3Double =0.0;
            if (COArrayList.size()>0){
                CODouble = COArrayList.stream().mapToDouble(Double::doubleValue).average().getAsDouble();
            }
            if (TVOCArrayList.size()>0){
                TVODouble = TVOCArrayList.stream().mapToDouble(Double::doubleValue).average().getAsDouble();
            }
            if (PM10ArrayList.size()>0){
                PM10Double = PM10ArrayList.stream().mapToDouble(Double::doubleValue).average().getAsDouble();
            }
            if (PM25ArrayList.size()>0){
                PM25Double = PM25ArrayList.stream().mapToDouble(Double::doubleValue).average().getAsDouble();
            }
            if (SOArrayList.size()>0){
                SODouble = SOArrayList.stream().mapToDouble(Double::doubleValue).average().getAsDouble();
            }
            if (NOArrayList.size()>0){
                NODouble = NOArrayList.stream().mapToDouble(Double::doubleValue).average().getAsDouble();
            }
            if (WDArrayList.size()>0){
                WDDouble = WDArrayList.stream().mapToDouble(Double::doubleValue).average().getAsDouble();
            }
            if (SHArrayList.size()>0){
                SHDouble = SHArrayList.stream().mapToDouble(Double::doubleValue).average().getAsDouble();
            }
            if (QYArrayList.size()>0){
                QYDouble = QYArrayList.stream().mapToDouble(Double::doubleValue).average().getAsDouble();
            }
            if (O3ArrayList.size()>0){
                O3Double = O3ArrayList.stream().mapToDouble(Double::doubleValue).average().getAsDouble();
            }
 
            dto.setA21005(CODouble);
            dto.setA21004(NODouble);
            dto.setA05024(O3Double);
            dto.setA99054(TVODouble);
            dto.setA34002(PM10Double);
            dto.setA34004(PM25Double);
            dto.setA21026(SODouble);
            dto.setA01001(WDDouble);
            dto.setA01002(SHDouble);
            dto.setA01006(QYDouble);
            TVOCArrayListMergedSum.add(TVODouble);
            COArrayListMergedSum.add(CODouble);
            NOArrayListMergedSum.add(NODouble);
            O3ArrayListMergedSum.add(O3Double);
            PM10ArrayListMergedSum.add(PM10Double);
            PM25ArrayListMergedSum.add(PM25Double);
            SOArrayListMergedSum.add(SODouble);
            WDArrayListMergedSum.add(WDDouble);
            SHArrayListMergedSum.add(SHDouble);
            QYArrayListMergedSum.add(QYDouble);
            String[] s = string.split("_");
            dto.setFlyLat(Double.parseDouble(s[1]));
            dto.setFlyLon(Double.parseDouble(s[0]));
            uavResultDTOS.add(dto);
        }
        Double a21005CONotMergedAvg = resultDoubled(COArrayListNotMergedSum,1);
        Double a2100CO5NotMergedHighest= resultDoubled(COArrayListNotMergedSum,2);
        Double a2100CO5NotMergedLowest= resultDoubled(COArrayListNotMergedSum,3);
        Double a21005COMergeAvg = resultDoubled(COArrayListMergedSum,1);
        Double a21005COMergedHighest = resultDoubled(COArrayListMergedSum,2);
        Double a21005COMergedLowest = resultDoubled(COArrayListMergedSum,3);
 
        Double a21026SO2NotMergedAvg = resultDoubled(SOArrayListNotMergedSum,1);
        Double a21026SO2NotMergedHighest= resultDoubled(SOArrayListNotMergedSum,2);
        Double a21026SO2NotMergedLowest= resultDoubled(SOArrayListNotMergedSum,3);
        Double a21026SO2MergeAvg = resultDoubled(SOArrayListMergedSum,1);
        Double a21026SO2MergedHighest = resultDoubled(SOArrayListMergedSum,2);
        Double a21026SO2MergedLowest = resultDoubled(SOArrayListMergedSum,3);
 
        Double a21004NO2NotMergedAvg = resultDoubled(NOArrayListNotMergedSum,1);
        Double a21004NO2NotMergedHighest= resultDoubled(NOArrayListNotMergedSum,2);
        Double a21004NO2NotMergedLowest= resultDoubled(NOArrayListNotMergedSum,3);
        Double a21004NO2MergeAvg = resultDoubled(NOArrayListMergedSum,1);
        Double a21004NO2MergedHighest = resultDoubled(NOArrayListMergedSum,2);
        Double a21004NO2MergedLowest = resultDoubled(NOArrayListMergedSum,3);
 
        Double a34002PM10NotMergedAvg = resultDoubled(PM10ArrayListNotMergedSum,1);
        Double a34002PM10NotMergedHighest= resultDoubled(PM10ArrayListNotMergedSum,2);
        Double a34002PM10NotMergedLowest= resultDoubled(PM10ArrayListNotMergedSum,3);
        Double a34002PM10MergeAvg = resultDoubled(PM10ArrayListMergedSum,1);
        Double a34002PM10MergedHighest = resultDoubled(PM10ArrayListMergedSum,2);
        Double a34002PM10MergedLowest = resultDoubled(PM10ArrayListMergedSum,3);
 
        Double a34004PM25NotMergedAvg = resultDoubled(PM25ArrayListNotMergedSum,1);
        Double a34004PM25NotMergedHighest= resultDoubled(PM25ArrayListNotMergedSum,2);
        Double a34004PM25NotMergedLowest= resultDoubled(PM25ArrayListNotMergedSum,3);
        Double a34004PM25MergeAvg = resultDoubled(PM25ArrayListMergedSum,1);
        Double a34004PM25MergedHighest = resultDoubled(PM25ArrayListMergedSum,2);
        Double a34004PM25MergedLowest = resultDoubled(PM25ArrayListMergedSum,3);
 
        Double a99054TVOCNotMergedAvg = resultDoubled(TVOCArrayListNotMergedSum,1);
        Double a99054TVOCNotMergedHighest= resultDoubled(TVOCArrayListNotMergedSum,2);
        Double a99054TVOCNotMergedLowest= resultDoubled(TVOCArrayListNotMergedSum,3);
        Double a99054TVOCMergeAvg = resultDoubled(TVOCArrayListMergedSum,1);
        Double a99054TVOCMergedHighest = resultDoubled(TVOCArrayListMergedSum,2);
        Double a99054TVOCMergedLowest = resultDoubled(TVOCArrayListMergedSum,3);
 
        Double a05024O3NotMergedAvg = resultDoubled(O3ArrayListNotMergedSum,1);
        Double a05024O3NotMergedHighest= resultDoubled(O3ArrayListNotMergedSum,2);
        Double a05024O3NotMergedLowest= resultDoubled(O3ArrayListNotMergedSum,3);
        Double a05024O3MergeAvg = resultDoubled(O3ArrayListMergedSum,1);
        Double a05024O3MergedHighest = resultDoubled(O3ArrayListMergedSum,2);
        Double a05024O3MergedLowest = resultDoubled(O3ArrayListMergedSum,2);
 
        Double a01001TemNotMergedAvg = resultDoubled(WDArrayListNotMergedSum,1);
        Double a01001TemNotMergedHighest= resultDoubled(WDArrayListNotMergedSum,2);
        Double a01001TemNotMergedLowest= resultDoubled(WDArrayListNotMergedSum,3);
        Double a01001TemMergeAvg = resultDoubled(WDArrayListMergedSum,1);
        Double a01001TemMergedHighest = resultDoubled(WDArrayListMergedSum,2);
        Double a01001TemMergedLowest = resultDoubled(WDArrayListMergedSum,2);
 
        Double a01002HumNotMergedAvg = resultDoubled(SHArrayListNotMergedSum,1);
        Double a01002HumNotMergedHighest= resultDoubled(SHArrayListNotMergedSum,2);
        Double a01002HumNotMergedLowest= resultDoubled(SHArrayListNotMergedSum,3);
        Double a010022HumMergeAvg = resultDoubled(SHArrayListMergedSum,1);
        Double a01002HumMergedHighest = resultDoubled(SHArrayListMergedSum,2);
        Double a01002HumMergedLowest = resultDoubled(SHArrayListMergedSum,2);
 
        Double a01006PreNotMergedAvg = resultDoubled(QYArrayListNotMergedSum,1);
        Double a01006PreNotMergedHighest= resultDoubled(QYArrayListNotMergedSum,2);
        Double a01006PreNotMergedLowest= resultDoubled(QYArrayListNotMergedSum,3);
        Double a01006PreMergeAvg = resultDoubled(QYArrayListMergedSum,1);
        Double a01006PreMergedHighest = resultDoubled(QYArrayListMergedSum,2);
        Double a01006PreMergedLowest = resultDoubled(QYArrayListMergedSum,2);
        uavResultDTOS.forEach(it->{
            it.setA21005CONotMergedAvg(a21005CONotMergedAvg);
            it.setA21005CONotMergedHighest(a2100CO5NotMergedHighest);
            it.setA21005CONotMergedLowest(a2100CO5NotMergedLowest);
            it.setA21005COMergeAvg(a21005COMergeAvg);
            it.setA21005COMergedHighest(a21005COMergedHighest);
            it.setA21005COMergedLowest(a21005COMergedLowest);
 
            it.setA21026SO2NotMergedAvg(a21026SO2NotMergedAvg);
            it.setA21026SO2NotMergedHighest(a21026SO2NotMergedHighest);
            it.setA21026SO2NotMergedLowest(a21026SO2NotMergedLowest);
            it.setA21026SO2MergeAvg(a21026SO2MergeAvg);
            it.setA21026SO2MergedHighest(a21026SO2MergedHighest);
            it.setA21026SO2MergedLowest(a21026SO2MergedLowest);
 
            it.setA21004NO2NotMergedAvg(a21004NO2NotMergedAvg);
            it.setA21004NO2NotMergedHighest(a21004NO2NotMergedHighest);
            it.setA21004NO2NotMergedLowest(a21004NO2NotMergedLowest);
            it.setA21004NO2MergeAvg(a21004NO2MergeAvg);
            it.setA21004NO2MergedHighest(a21004NO2MergedHighest);
            it.setA21004NO2MergedLowest(a21004NO2MergedLowest);
 
            it.setA34002PM10NotMergedAvg(a34002PM10NotMergedAvg);
            it.setA34002PM10NotMergedHighest(a34002PM10NotMergedHighest);
            it.setA34002PM10NotMergedLowest(a34002PM10NotMergedLowest);
            it.setA34002PM10MergeAvg(a34002PM10MergeAvg);
            it.setA34002PM10MergedHighest(a34002PM10MergedHighest);
            it.setA34002PM10MergedLowest(a34002PM10MergedLowest);
 
            it.setA34004PM25NotMergedAvg(a34004PM25NotMergedAvg);
            it.setA34004PM25NotMergedHighest(a34004PM25NotMergedHighest);
            it.setA34004PM25NotMergedLowest(a34004PM25NotMergedLowest);
            it.setA34004PM25MergeAvg(a34004PM25MergeAvg);
            it.setA34004PM25MergedHighest(a34004PM25MergedHighest);
            it.setA34004PM25MergedLowest(a34004PM25MergedLowest);
 
            it.setA99054TVOCNotMergedAvg(a99054TVOCNotMergedAvg);
            it.setA99054TVOCNotMergedHighest(a99054TVOCNotMergedHighest);
            it.setA99054TVOCNotMergedLowest(a99054TVOCNotMergedLowest);
            it.setA99054TVOCMergeAvg(a99054TVOCMergeAvg);
            it.setA99054TVOCMergedHighest(a99054TVOCMergedHighest);
            it.setA99054TVOCMergedLowest(a99054TVOCMergedLowest);
 
            it.setA05024O3NotMergedAvg(a05024O3NotMergedAvg);
            it.setA05024O3NotMergedHighest(a05024O3NotMergedHighest);
            it.setA05024O3NotMergedLowest(a05024O3NotMergedLowest);
            it.setA05024O3MergeAvg(a05024O3MergeAvg);
            it.setA05024O3MergedHighest(a05024O3MergedHighest);
            it.setA05024O3MergedLowest(a05024O3MergedLowest);
 
            it.setA01001TemNotMergedAvg(a01001TemNotMergedAvg);
            it.setA01001TemNotMergedHighest(a01001TemNotMergedHighest);
            it.setA01001TemNotMergedLowest(a01001TemNotMergedLowest);
            it.setA01001TemMergeAvg(a01001TemMergeAvg);
            it.setA01001TemMergedHighest(a01001TemMergedHighest);
            it.setA01001TemMergedLowest(a01001TemMergedLowest);
 
            it.setA01002HumNotMergedAvg(a01002HumNotMergedAvg);
            it.setA01002HumNotMergedHighest(a01002HumNotMergedHighest);
            it.setA01002HumNotMergedLowest(a01002HumNotMergedLowest);
            it.setA01002HumMergeAvg(a010022HumMergeAvg);
            it.setA01002HumMergedHighest(a01002HumMergedHighest);
            it.setA01002HumMergedLowest(a01002HumMergedLowest);
 
            it.setA01006PreNotMergedAvg(a01006PreNotMergedAvg);
            it.setA01006PreNotMergedHighest(a01006PreNotMergedHighest);
            it.setA01006PreNotMergedLowest(a01006PreNotMergedLowest);
            it.setA01006PreMergeAvg(a01006PreMergeAvg);
            it.setA01006PreMergedHighest(a01006PreMergedHighest);
            it.setA01006PreMergedLowest(a01006PreMergedLowest);
 
        });
 
 
 
        return uavResultDTOS;
    }
 
    private Double resultDoubled(List<Double> doubles,int type){
        if(CollectionUtils.isEmpty(doubles)){
            return 0d;
        }
        double one = 0d;
        if(type == 1){
             one = doubles.stream().mapToDouble(Double::doubleValue).average().getAsDouble();
        }else if(type == 2){
            one = doubles.stream().mapToDouble(Double::doubleValue).max().getAsDouble();
        }else if(type == 3){
            one = doubles.stream().mapToDouble(Double::doubleValue).min().getAsDouble();
        }
        BigDecimal two = new BigDecimal(one);
        return two.setScale(2,BigDecimal.ROUND_HALF_UP).doubleValue();
    }
 
    private static final double EARTH_RADIUS = 6378137;
 
    private static final double R = 6371e3;
    /** 180° **/
    private static final DecimalFormat df = new DecimalFormat("0.00000000");
 
    /**
     * 根据一点的坐标与距离,以及方向,计算另外一点的位置
     * @param angle 角度,从正北顺时针方向开始计算
     * @param startLong 起始点经度
     * @param startLat 起始点纬度
     * @param distance 距离,单位m
     * @return
     */
    public static String[] calLocationByDistanceAndLocationAndDirection(double angle, double startLong,double startLat, double distance){
        String[] result = new String[2];
        //将距离转换成经度的计算公式
        double δ = distance/R;
        // 转换为radian,否则结果会不正确
        angle = Math.toRadians(angle);
        startLong = Math.toRadians(startLong);
        startLat = Math.toRadians(startLat);
        double lat = Math.asin(Math.sin(startLat)*Math.cos(δ)+Math.cos(startLat)*Math.sin(δ)*Math.cos(angle));
        double lon = startLong + Math.atan2(Math.sin(angle)*Math.sin(δ)*Math.cos(startLat),Math.cos(δ)-Math.sin(startLat)*Math.sin(lat));
        // 转为正常的10进制经纬度
        lon = Math.toDegrees(lon);
        lat = Math.toDegrees(lat);
        result[0] = df.format(lon);
        result[1] = df.format(lat);
        return result;
    }
 
    /**
     * 根据经纬度,计算两点间的距离
     *
     * @param longitude1 第一个点的经度
     * @param latitude1  第一个点的纬度
     * @param longitude2 第二个点的经度
     * @param latitude2  第二个点的纬度
     * @return 返回距离 单位米
     */
    public static double getDistance(double longitude1, double latitude1, double longitude2, double latitude2) {
        // 纬度
        double lat1 = Math.toRadians(latitude1);
        double lat2 = Math.toRadians(latitude2);
        // 经度
        double lng1 = Math.toRadians(longitude1);
        double lng2 = Math.toRadians(longitude2);
        // 纬度之差
        double a = lat1 - lat2;
        // 经度之差
        double b = lng1 - lng2;
        // 计算两点距离的公式
        double s = 2 * Math.asin(Math.sqrt(Math.pow(Math.sin(a / 2), 2) +
                Math.cos(lat1) * Math.cos(lat2) * Math.pow(Math.sin(b / 2), 2)));
        // 弧长乘地球半径, 返回单位: 米
        s =  s * EARTH_RADIUS;
        return s;
    }
 
 
    //获取中心点
    public static String getResult(ArrayList<String[]> doubleArrayList){
 
        int total = doubleArrayList.size();
        double X = 0, Y = 0, Z = 0;
        for (int i = 0; i < total; i++) {
            double lat, lon, x, y, z;
            String[] strings = doubleArrayList.get(i);
            lon = Double.parseDouble(strings[0]) * Math.PI / 180;
            lat = Double.parseDouble(strings[1]) * Math.PI / 180;
            x = Math.cos(lat) * Math.cos(lon);
            y = Math.cos(lat) * Math.sin(lon);
            z = Math.sin(lat);
            X += x;
            Y += y;
            Z += z;
        }
        X = X / total;
        Y = Y / total;
        Z = Z / total;
        double Lon = Math.atan2(Y, X);
        double Hyp = Math.sqrt(X * X + Y * Y);
        double Lat = Math.atan2(Z, Hyp);
        DecimalFormat decimalFormat = new DecimalFormat("#.00000000");
        double rsLon = Lon * 180 / Math.PI;
        double rsLat = Lat * 180 / Math.PI;
 
//        double[] doubles = transformWGS84ToGCJ02(rsLon, rsLat);
//        String s = transformGCJ02ToBD09(doubles[0], doubles[1]);
 
 
        return decimalFormat.format(rsLon)+"_"+decimalFormat.format(rsLat);
//        return rsLon+"_"+rsLat;
//        return s;
    }
 
    /**
     * 求点是否在这个区域类
     * @param X
     * @param Y
     * @param x1
     * @param x2
     * @param y1
     * @param y2
     * @return
     */
    public boolean isInPolygon(String X,String Y,double x1,double x2,double y1,double y2){
        boolean result = false;
        double x =Double.parseDouble(X);
        double y =Double.parseDouble(Y);
        if(x >= Math.min(x1, x2) && x <= Math.max(x1, x2) ){
            if(y >= Math.min(y1, y2) && y <= Math.max(y1, y2)){
                result = true;
            }
        }
        return result;
 
    }
 
 
    private static final double x_PI = 3.14159265358979324 * 3000.0 / 180.0;
    private static final double PI = 3.1415926535897932384626;
    private static final double a = 6378245.0;
    private static final double ee = 0.00669342162296594323;
    /**
     * WGS84 坐标 转 GCJ02
     *
     * @param lng 经度
     * @param lat 纬度
     * @return GCJ02 坐标:[经度,纬度]
     */
    public static double[] transformWGS84ToGCJ02(double lng, double lat) {
        if (outOfChina(lng, lat)) {
            return new double[]{lng, lat};
        } else {
            double dLat = transformLat(lng - 105.0, lat - 35.0);
            double dLng = transformLng(lng - 105.0, lat - 35.0);
            double redLat = lat / 180.0 * PI;
            double magic = Math.sin(redLat);
            magic = 1 - ee * magic * magic;
            double sqrtMagic = Math.sqrt(magic);
            dLat = (dLat * 180.0) / ((a * (1 - ee)) / (magic * sqrtMagic) * PI);
            dLng = (dLng * 180.0) / (a / sqrtMagic * Math.cos(redLat) * PI);
            double mgLat = lat + dLat;
            double mgLng = lng + dLng;
            return new double[]{mgLng, mgLat};
        }
    }
 
    private static double transformLat(double lng, double lat) {
        double ret = -100.0 + 2.0 * lng + 3.0 * lat + 0.2 * lat * lat + 0.1 * lng * lat + 0.2 * Math.sqrt(Math.abs(lng));
        ret += (20.0 * Math.sin(6.0 * lng * PI) + 20.0 * Math.sin(2.0 * lng * PI)) * 2.0 / 3.0;
        ret += (20.0 * Math.sin(lat * PI) + 40.0 * Math.sin(lat / 3.0 * PI)) * 2.0 / 3.0;
        ret += (160.0 * Math.sin(lat / 12.0 * PI) + 320 * Math.sin(lat * PI / 30.0)) * 2.0 / 3.0;
        return ret;
    }
 
    private static double transformLng(double lng, double lat) {
        double ret = 300.0 + lng + 2.0 * lat + 0.1 * lng * lng + 0.1 * lng * lat + 0.1 * Math.sqrt(Math.abs(lng));
        ret += (20.0 * Math.sin(6.0 * lng * PI) + 20.0 * Math.sin(2.0 * lng * PI)) * 2.0 / 3.0;
        ret += (20.0 * Math.sin(lng * PI) + 40.0 * Math.sin(lng / 3.0 * PI)) * 2.0 / 3.0;
        ret += (150.0 * Math.sin(lng / 12.0 * PI) + 300.0 * Math.sin(lng / 30.0 * PI)) * 2.0 / 3.0;
        return ret;
    }
    /**
     * 判断坐标是否不在国内
     *
     * @param lng 经度
     * @param lat 纬度
     * @return 坐标是否在国内
     */
    public static boolean outOfChina(double lng, double lat) {
        return (lng < 72.004 || lng > 137.8347) || (lat < 0.8293 || lat > 55.8271);
    }
 
    /**
     * GCJ02 转百度坐标
     *
     * @param lng GCJ02 经度
     * @param lat GCJ02 纬度
     * @return 百度坐标:[经度,纬度]
     */
    public static double[] transformGCJ02ToBD09(double lng, double lat) {
        double z = Math.sqrt(lng * lng + lat * lat) + 0.00002 * Math.sin(lat * x_PI);
        double theta = Math.atan2(lat, lng) + 0.000003 * Math.cos(lng * x_PI);
        double bd_lng = z * Math.cos(theta) + 0.0065;
        double bd_lat = z * Math.sin(theta) + 0.006;
        return new double[]{bd_lng, bd_lat};
    }
 
 
    /**
     * WGS84 转 百度坐标BD09
     *
     * @param lng 经度
     * @param lat 纬度
     * @return BD09 坐标:[经度,纬度]
     */
    public static double[] transformWGS84ToBD09(double lng, double lat) {
        double[] lngLat = transformWGS84ToGCJ02(lng, lat);
 
        return transformGCJ02ToBD09(lngLat[0], lngLat[1]);
    }
}