From 32cc13189371ee1e367897a64fbc22f90b53add8 Mon Sep 17 00:00:00 2001
From: jinpengyong <jpy123456>
Date: Wed, 19 Jun 2024 16:24:26 +0800
Subject: [PATCH] fix:尘负荷排序接口提交

---
 screen-api/src/main/java/com/moral/api/service/impl/DataDisplayServiceImpl.java |  461 ++++++++++++++++++++++++++++++++++++++++++++++++++-------
 1 files changed, 401 insertions(+), 60 deletions(-)

diff --git a/screen-api/src/main/java/com/moral/api/service/impl/DataDisplayServiceImpl.java b/screen-api/src/main/java/com/moral/api/service/impl/DataDisplayServiceImpl.java
index 1280620..84c58c2 100644
--- a/screen-api/src/main/java/com/moral/api/service/impl/DataDisplayServiceImpl.java
+++ b/screen-api/src/main/java/com/moral/api/service/impl/DataDisplayServiceImpl.java
@@ -1,25 +1,24 @@
 package com.moral.api.service.impl;
 
 import com.alibaba.fastjson.JSON;
-import com.baomidou.mybatisplus.core.conditions.query.LambdaQueryWrapper;
 import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
-
 import com.moral.api.entity.*;
 import com.moral.api.mapper.DeviceMapper;
 import com.moral.api.mapper.HistoryMonthlyMapper;
 import com.moral.api.mapper.OrganizationMapper;
-
+import com.moral.api.pojo.dto.dataDisplay.HeatMapDTO;
 import com.moral.api.pojo.dto.dataDisplay.MonitorPointDataDisplayDTO;
 import com.moral.api.pojo.dto.dataDisplay.SensorComparisonDisplayDTO;
 import com.moral.api.pojo.form.dataDisplay.MonitorPointDataDisplayForm;
 import com.moral.api.pojo.form.dataDisplay.SensorComparisonDisplayForm;
-
+import com.moral.api.pojo.vo.historyMonthly.HistoryResultVo;
 import com.moral.api.service.*;
+import com.moral.api.utils.GetCenterPointFromListOfCoordinates;
+import com.moral.api.utils.StringUtils;
 import com.moral.constant.Constants;
 import com.moral.constant.SeparateTableType;
 import com.moral.pojo.AQI;
 import com.moral.util.*;
-
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.stereotype.Service;
@@ -253,6 +252,21 @@
         return dtos;
     }
 
+    public static void main(String[] args) {
+        List<String> sensors = new ArrayList<>();
+        sensors.add("a34004");
+        sensors.add("a34002");
+        sensors.add("a21026");
+        StringBuilder str = new StringBuilder();
+        for(String s : sensors){
+            str.append(" avg(JSON_EXTRACT( value, '$"+s+"' )) pm,");
+        }
+        str.deleteCharAt(str.length() - 1);
+        System.out.println(str.toString());
+
+    }
+
+
     @Override
     public List<SensorComparisonDisplayDTO> getSensorComparisonDisplayDataV2(Map<String, Object> params) {
         //������
@@ -263,31 +277,60 @@
         List<String> times = (List<String>) params.get("times");
         String startTime = times.get(0);
         String endTime = times.get(1);
-        String mac = params.get("mac").toString();
+        boolean type = subStr(params.get("mac").toString());
+        String mac = type?params.get("mac").toString().substring(0, params.get("mac").toString().indexOf(",avg")):params.get("mac").toString();
+        List<String> macList = new ArrayList<>();
+        if(type){
+            macList = deviceService.getMacMonitorPointId(Integer.parseInt(mac));
+        }else {
+            macList.add(mac);
+        }
+
         String reportType = params.get("reportType").toString();
         Map<String, String> timeValueMap = new LinkedHashMap<>();//key���time���value������������json
         //���������������
         if (reportType.equals(Constants.MONTHLY_REPORT)) {
+            //������������������
+            List<SensorComparisonDisplayDTO> dtos = new ArrayList<>();
+
             Date startDate = DateUtils.getDate(startTime,DateUtils.yyyy_MM_EN);
             Date endDate = DateUtils.getDate(endTime,DateUtils.yyyy_MM_EN);
-            //List<HistoryHourly> hourlies = historyHourlyService.getValueByMacAndTime(mac, startDate, endDate);
-            QueryWrapper<HistoryMonthly> historyMonthlyQueryWrapper = new QueryWrapper<>();
-            historyMonthlyQueryWrapper.eq("mac",mac);
-            historyMonthlyQueryWrapper.between("time",startTime.substring(0,7)+"-01 00:00:00",endTime.substring(0,7)+"-01 00:00:00");
-            List<HistoryMonthly> monthlies = historyMonthlyMapper.selectList(historyMonthlyQueryWrapper);
-            for (HistoryMonthly historyMonthly : monthlies) {
-                Date time = historyMonthly.getTime();
-                String dateStr = DateUtils.dateToDateString(time, "yyyy-MM");
-                String value = historyMonthly.getValue();
-                timeValueMap.put(dateStr, value);
+            for(String s : sensors){
+                SensorComparisonDisplayDTO dto = new SensorComparisonDisplayDTO();
+                if(s.equals("a00e12") || s.equals("a00e03")){
+                    dto.setCode("1");
+                }else if (s.equals("a01006")){
+                    dto.setCode("2");
+                }else if (s.equals("a99054") || s.equals("a21005")){
+                    dto.setCode("3");
+                }else {
+                    dto.setCode("0");
+                }
+                List<Map<String, Object>> dtoTimeValueList = new ArrayList<>();
+                String str = "  ROUND(avg(JSON_EXTRACT( value, '$."+s+"' )),2) value ";
+                List<HistoryResultVo> monthlies = historyMonthlyMapper.listAll(str.toString(),macList,startTime.substring(0,7)+"-01 00:00:00",endTime.substring(0,7)+"-01 00:00:00");
+                Map<String, List<HistoryResultVo>> prodMap= monthlies.stream().collect(Collectors.groupingBy(HistoryResultVo::getTime));
+                //���������������������
+                Date middleDate = startDate;
+                while (DateUtils.compareDateStr(DateUtils.dateToDateString(endDate,DateUtils.yyyy_MM_EN),DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_EN),DateUtils.yyyy_MM_EN)<=0){
+                    Map<String, Object> resultMap = new LinkedHashMap<>();
+                    resultMap.put("time",DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_EN));
+                    if (prodMap.get(DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_EN)) == null){
+                        resultMap.put("value",null);
+                    }else {
+                        List<HistoryResultVo> resultList = prodMap.get(DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_EN));
+                        resultMap.put("value", resultList.get(0).getValue());
+                    }
+                    dtoTimeValueList.add(resultMap);
+                    middleDate = DateUtils.addMonths(middleDate,1);
+                }
+
+                dto.setTimeValueList(dtoTimeValueList);
+                dtos.add(dto);
             }
-            //���������������������
-            Date middleDate = startDate;
-            while (DateUtils.compareDateStr(DateUtils.dateToDateString(endDate,DateUtils.yyyy_MM_EN),DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_EN),DateUtils.yyyy_MM_EN)<=0){
-                if (timeValueMap.get(DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_EN)) == null)
-                    timeValueMap.put(DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_EN), null);
-                middleDate = DateUtils.addMonths(middleDate,1);
-            }
+
+            return dtos;
+
         }
         //������������������
         else if (reportType.equals(Constants.HOURLY_REPORT)) {
@@ -393,76 +436,369 @@
         }
         return dtos;
     }
+    @Override
+    public List<SensorComparisonDisplayDTO> getSensorComparisonDisplayDataV3(Map<String, Object> params) {
+        //������
+        List<String> sensors = (List<String>) params.get("sensorCodes");
+        //������������
+        List<String> times = (List<String>) params.get("times");
+        String startTime = times.get(0);
+        String endTime = times.get(1);
+        boolean type = subStr(params.get("mac").toString());
+        String mac = type?params.get("mac").toString().substring(0, params.get("mac").toString().indexOf(",avg")):params.get("mac").toString();
+        List<String> macList = new ArrayList<>();
+        if(type){
+            macList = deviceService.getMacMonitorPointId(Integer.parseInt(mac));
+        }else {
+            macList.add(mac);
+        }
+        String reportType = params.get("reportType").toString();
+        List<SensorComparisonDisplayDTO> dtos = new ArrayList<>();
+        Date startDate = null;
+        Date endDate = null;
+        if (reportType.equals(Constants.MONTHLY_REPORT)) {
+            startDate = DateUtils.getDate(startTime,DateUtils.yyyy_MM_EN);
+            endDate = DateUtils.getDate(endTime,DateUtils.yyyy_MM_EN);
+        }  else if (reportType.equals(Constants.HOURLY_REPORT)) {
+            startDate = DateUtils.getDate(startTime,DateUtils.yyyy_MM_dd_HH_EN);
+            endDate = DateUtils.getDate(endTime,DateUtils.yyyy_MM_dd_HH_EN);
+        } else if (reportType.equals(Constants.DAILY_REPORT)) {
+            startDate = DateUtils.getDate(startTime,DateUtils.yyyy_MM_dd_EN);
+            endDate = DateUtils.getDate(endTime,DateUtils.yyyy_MM_dd_EN);
+        }
+        for(String s : sensors){
+            SensorComparisonDisplayDTO dto = new SensorComparisonDisplayDTO();
+            if(s.equals("a00e12") || s.equals("a00e03")){
+                dto.setCode("1");
+            }else if (s.equals("a01006")){
+                dto.setCode("2");
+            }else if (s.equals("a99054") || s.equals("a21005")){
+                dto.setCode("3");
+            }else {
+                dto.setCode("0");
+            }
+            List<Map<String, Object>> dtoTimeValueList = new ArrayList<>();
+            String str = "  ROUND(avg(JSON_EXTRACT( value, '$."+s+"' )),2) value ";
+            List<HistoryResultVo> historyResultVos = new ArrayList<>();
+            if (reportType.equals(Constants.MONTHLY_REPORT)) {
+                historyResultVos = historyMonthlyMapper.listAll(str,macList,startTime.substring(0,7)+"-01 00:00:00",endTime.substring(0,7)+"-01 00:00:00");
+            }  else if (reportType.equals(Constants.HOURLY_REPORT)) {
+                historyResultVos = historyHourlyService.getAvgValueByMacAndTime(macList,str, startDate, endDate);
+            } else if (reportType.equals(Constants.DAILY_REPORT)) {
+                historyResultVos = historyDailyService.listAvgResult(str,macList,DateUtils.dateToDateString(startDate,DateUtils.yyyy_MM_dd_EN) ,DateUtils.dateToDateString(endDate,DateUtils.yyyy_MM_dd_EN) );
+            }
+            Map<String, List<HistoryResultVo>> prodMap= historyResultVos.stream().collect(Collectors.groupingBy(HistoryResultVo::getTime));
+            Date middleDate = startDate;
+            while(DateUtils.isTimeBeforE(endDate,middleDate)){
+                Map<String, Object> resultMap = new LinkedHashMap<>();
+                if (reportType.equals(Constants.MONTHLY_REPORT)) {
+                    resultMap.put("time",DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_EN));
+                    if (prodMap.get(DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_EN)) == null){
+                        resultMap.put("value",null);
+                    }else {
+                        List<HistoryResultVo> resultList = prodMap.get(DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_EN));
+                        resultMap.put("value", resultList.get(0).getValue());
+                    }
+                    dtoTimeValueList.add(resultMap);
+                    middleDate = DateUtils.addMonths(middleDate,1);
+                }else if(reportType.equals(Constants.HOURLY_REPORT)) {
+                    resultMap.put("time",DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_dd_HH_EN));
+                    if (prodMap.get(DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_dd_HH_EN)) == null){
+                        resultMap.put("value",null);
+                    }else {
+                        List<HistoryResultVo> resultList = prodMap.get(DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_dd_HH_EN));
+                        resultMap.put("value", resultList.get(0).getValue());
+                    }
+                    dtoTimeValueList.add(resultMap);
+                    middleDate = DateUtils.addHours(middleDate,1);
+                }else if(reportType.equals(Constants.DAILY_REPORT)){
+                    resultMap.put("time",DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_dd_EN));
+                    if (prodMap.get(DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_dd_EN)) == null){
+                        resultMap.put("value",null);
+                    }else {
+                        List<HistoryResultVo> resultList = prodMap.get(DateUtils.dateToDateString(middleDate,DateUtils.yyyy_MM_dd_EN));
+                        resultMap.put("value", resultList.get(0).getValue());
+                    }
+                    dtoTimeValueList.add(resultMap);
+                    middleDate = DateUtils.addDays(middleDate,1);
+                }
+            }
+            dto.setSensorCode(s);
+            dto.setTimeValueList(dtoTimeValueList);
+            dtos.add(dto);
+        }
+       return dtos;
+    }
 
     /**
-     * ���������
+     * ���������������
      * @param code
      * @param startTime
      * @param type
      * @return
      */
     @Override
-    public ArrayList<Map<String, Object>> getHeatMapData(String code, String startTime, String type,String form) {
+    public List<HeatMapDTO> getHeatMapData(String code, String startTime, String type, String form) {
         HashMap<String, Object> map = new HashMap<>();
         map.put("start",startTime);
         map.put("type","$."+ type);
 
-        //������������������
-        Map<String, Object> userInfo = (Map<String, Object>) TokenUtils.getUserInfo();
-        Map<String, Object> orgInfo = (Map<String, Object>) userInfo.get("organization");
-        Integer organizationId = (Integer) orgInfo.get("id");
-        //���������
         ArrayList<Integer> list = new ArrayList<>();
-        if (organizationId==24){
-            LambdaQueryWrapper<Organization> wrapper = new LambdaQueryWrapper<>();
-            wrapper.eq(Organization::getIsDelete,Constants.NOT_DELETE);
-            wrapper.eq(Organization::getCityCode,code);
-            List<Organization> organizations = organizationMapper.selectList(wrapper);
-            List<Integer> collect = organizations.stream().map(organization -> organization.getId()).collect(Collectors.toList());
-            list.addAll(collect);
-        }else {
-            list.add(organizationId);
-        }
 
-        ArrayList<Map<String, Object>> rsHeatMap = new ArrayList<>();
-//        ArrayList<HeatMapDTO> rsHeatMap = new ArrayList<>();
-
+//        ArrayList<Map<String, Object>> rsHeatMap = new ArrayList<>();
+        ArrayList<HeatMapDTO> rsHeatMap = new ArrayList<>();
         if (form.equals("hour")){ //������
             Date date1 = DateUtils.getDate(startTime, DateUtils.yyyy_MM_dd_HH_EN);
             List<String> tableNames = MybatisPLUSUtils.getTableNamesByWrapper(date1, date1, SeparateTableType.MONTH);
 //                for (Integer integer : list) {
                     map.put("organizationIds",list);
                     map.put("tableName",tableNames.get(0));
-                    List<Map<String, Object>> heatMap = deviceMapper.getHeatMap(map);
-//                   List<HeatMapDTO> heatMap = deviceMapper.getHeatMap(map);
+//                    List<Map<String, Object>> heatMap = deviceMapper.getHeatMap(map);
+                   List<HeatMapDTO> heatMap = deviceMapper.getHeatMap(map);
                     rsHeatMap.addAll(heatMap);
 //            }
 
         }else { //���
 //            for (Integer integer : list) {
                 map.put("organizationIds",list);
-                List<Map<String, Object>> heatMap = deviceMapper.getHeatMap(map);
-//                List<HeatMapDTO> heatMap = deviceMapper.getHeatMap(map);
+//                List<Map<String, Object>> heatMap = deviceMapper.getHeatMap(map);
+                List<HeatMapDTO> heatMap = deviceMapper.getHeatMap(map);
                 rsHeatMap.addAll(heatMap);
 //            }
         }
 
-        //������������������
-        ArrayList<Map<String, Object>> filteredList = new ArrayList<>();
-        for (Map<String, Object> map1 : rsHeatMap) {
-            boolean hasEmptyValue = false;
-            for (Object value : map1.values()) {
-                if (value == null) {
-                    hasEmptyValue = true;
-                    break;
+        return distrinList(rsHeatMap);
+    }
+
+    @Override
+    public List<HeatMapDTO> getHeatMapDataV2(Integer id, String startTime, String type, String form) {
+        HashMap<String, Object> map = new HashMap<>();
+        map.put("start",startTime);
+        map.put("type","$."+ type);
+        ArrayList<Integer> list = new ArrayList<>();
+        list.add(id);
+        ArrayList<HeatMapDTO> rsHeatMap = new ArrayList<>();
+/*        ArrayList<String> list1 = new ArrayList<>();
+        list1.add("���������������");
+        list1.add("���������������");
+        list1.add("���������������");
+        list1.add("���������������");
+        list1.add("������������������");*/
+
+        if (form.equals("hour")){ //������
+//            String[] split = startTime.split("-");
+//            String s = "_" + split[0] + split[1];
+            String dateString = DateUtils.stringToDateString(startTime, DateUtils.yyyy_MM_dd_HH_EN, DateUtils.yyyyMM_EN);
+            map.put("organizationIds",list);
+            map.put("tableName","_"+dateString);
+
+            List<HeatMapDTO> heatMap = deviceMapper.getHeatMapV1(map);
+            //������������
+            List<HeatMapDTO> collect1 = heatMap.stream().filter(d -> d.getTime() != null).collect(Collectors.toList());
+            if (ObjectUtils.isEmpty(collect1)){
+                return null;
+            }
+            for (HeatMapDTO heatMapDTO : heatMap) {
+//                if (list1.contains(heatMapDTO.getName())){
+                    if (type.equals("a34002") || type.equals("a21026")){
+                        heatMapDTO.setCount(ObjectUtils.isEmpty(heatMapDTO.getCount())?49.0:heatMapDTO.getCount());
+                    }else if (type.equals("a34004")){
+                        heatMapDTO.setCount(ObjectUtils.isEmpty(heatMapDTO.getCount())?20.0:heatMapDTO.getCount());
+                    }else if (type.equals("a21004")){
+                        heatMapDTO.setCount(ObjectUtils.isEmpty(heatMapDTO.getCount())?20.0:heatMapDTO.getCount());
+                    }else if (type.equals("a21005")){
+                        heatMapDTO.setCount(ObjectUtils.isEmpty(heatMapDTO.getCount())?1.0:heatMapDTO.getCount());
+                    }else if (type.equals("a05024")){
+                        heatMapDTO.setCount(ObjectUtils.isEmpty(heatMapDTO.getCount())?138.0:heatMapDTO.getCount());
+                    }else {
+                        heatMapDTO.setCount(ObjectUtils.isEmpty(heatMapDTO.getCount())?0.2:heatMapDTO.getCount());
+                    }
+//                }else {
+//                    if (ObjectUtils.isEmpty(heatMapDTO.getCount())){
+//                        heatMapDTO.setCount(0.0);
+//                    }
+//                }
+            }
+
+            getHeatMap(heatMap,type);
+            rsHeatMap.addAll(heatMap);
+        }else { //���
+            map.put("organizationIds",list);
+            List<HeatMapDTO> heatMap = deviceMapper.getHeatMapV1(map);
+            List<HeatMapDTO> collect1 = heatMap.stream().filter(d -> d.getTime() != null).collect(Collectors.toList());
+            if (ObjectUtils.isEmpty(collect1)){
+                return null;
+            }
+            for (HeatMapDTO heatMapDTO : heatMap) {
+                if (type.equals("a34002") || type.equals("a21026")){
+                    heatMapDTO.setCount(ObjectUtils.isEmpty(heatMapDTO.getCount())?49.0:heatMapDTO.getCount());
+                }else if (type.equals("a34004")){
+                    heatMapDTO.setCount(ObjectUtils.isEmpty(heatMapDTO.getCount())?34.0:heatMapDTO.getCount());
+                }else if (type.equals("a21004")){
+                    heatMapDTO.setCount(ObjectUtils.isEmpty(heatMapDTO.getCount())?39.0:heatMapDTO.getCount());
+                }else if (type.equals("a21005")){
+                    heatMapDTO.setCount(ObjectUtils.isEmpty(heatMapDTO.getCount())?1.9:heatMapDTO.getCount());
+                }else if (type.equals("a05024")){
+                    heatMapDTO.setCount(ObjectUtils.isEmpty(heatMapDTO.getCount())?100.0:heatMapDTO.getCount());
+                }else {
+                    heatMapDTO.setCount(ObjectUtils.isEmpty(heatMapDTO.getCount())?0.4:heatMapDTO.getCount());
                 }
             }
-            if (!hasEmptyValue) {
-                filteredList.add(map1);
+            getHeatMap(heatMap,type);
+            rsHeatMap.addAll(heatMap);
+        }
+        if (id==71){
+            for (int i = 0; i <6; i++) {
+                HeatMapDTO heatMapDTO = new HeatMapDTO();
+                heatMapDTO.setCount(0.0);
+                if (i==0){
+                    heatMapDTO.setLat(40.590436);
+                    heatMapDTO.setLng(122.861935);
+                    heatMapDTO.setMac("1111");
+                    heatMapDTO.setName("1111");
+                }else if (i==1){
+                    heatMapDTO.setLat(40.636617);
+                    heatMapDTO.setLng(123.101544);
+                    heatMapDTO.setMac("2222");
+                    heatMapDTO.setName("2222");
+                }else if (i==2){
+                    heatMapDTO.setLat(40.890881);
+                    heatMapDTO.setLng(122.910687);
+                    heatMapDTO.setMac("3333");
+                    heatMapDTO.setName("3333");
+                }else if (i==3){
+                    heatMapDTO.setLat(40.682129);
+                    heatMapDTO.setLng(123.105836);
+                    heatMapDTO.setMac("4444");
+                    heatMapDTO.setName("4444");
+                }else if (i==4){
+                    heatMapDTO.setLat(40.890037);
+                    heatMapDTO.setLng(123.021151);
+                    heatMapDTO.setMac("5555");
+                    heatMapDTO.setName("5555");
+                }else {
+                    heatMapDTO.setLat(41.051333);
+                    heatMapDTO.setLng(122.505864);
+                    heatMapDTO.setMac("6666");
+                    heatMapDTO.setName("6666");
+                }
+                rsHeatMap.add(heatMapDTO);
             }
         }
-        log.info(filteredList.size()+"");
-        return filteredList;
+       if (id==73){
+           //���������
+           double lat =33.414538;
+           double lng =120.066616;
+           for (int i = 0; i <11 ; i++) {
+               for (int j = 0; j < 20; j++) {
+                   HeatMapDTO heatMapDTO = new HeatMapDTO();
+                   heatMapDTO.setCount(0.0);
+                   heatMapDTO.setLat(lat);
+                   heatMapDTO.setLng(lng);
+                   heatMapDTO.setName("1");
+                   heatMapDTO.setMac(i+"1"+j);
+                   rsHeatMap.add(heatMapDTO);
+                   lng=lng+0.01;
+                   if (j==19){
+                       lng=120.066616;
+                   }
+               }
+               lat =lat-0.01;
+           }
+           //���������
+           double lat1 =33.214555;
+           double lng1 =120.416805;
+           for (int i = 0; i < 11 ; i++) {
+               for (int j = 0; j < 10; j++) {
+                   HeatMapDTO heatMapDTO = new HeatMapDTO();
+                   heatMapDTO.setCount(0.0);
+                   heatMapDTO.setLat(lat1);
+                   heatMapDTO.setLng(lng1);
+                   heatMapDTO.setName("2");
+                   heatMapDTO.setMac(i+"2"+j);
+                   rsHeatMap.add(heatMapDTO);
+                   lng1=lng1+0.004;
+                   if (j==9){
+                       lng1=120.416805;
+                   }
+               }
+               lat1 =lat1-0.0022;
+           }
+       }
+        return distrinList(rsHeatMap);
+    }
+
+    //������������
+    private void getHeatMap(List<HeatMapDTO> heatMap,String type) {
+        //������������
+        List<HeatMapDTO> collect1 = heatMap.stream().filter(d -> d.getGroupId() != null).collect(Collectors.toList());
+        if (ObjectUtils.isEmpty(collect1)){
+            return;
+        }
+        //������������
+        Map<Integer, List<HeatMapDTO>> collect = collect1.parallelStream().collect(Collectors.groupingBy(o ->o.getGroupId()));
+        Set<Integer> integers = collect.keySet();
+        int i = 0 ;
+        for (Integer integer : integers) {
+            ArrayList<Double> doubleArrayList = new ArrayList<>();
+            ArrayList<GeoCoordinate> geoCoordinates = new ArrayList<>();
+            List<HeatMapDTO> heatMapDTOS = collect.get(integer);
+            for (HeatMapDTO heatMapDTO : heatMapDTOS) {
+                GeoCoordinate geoCoordinate = new GeoCoordinate();
+                doubleArrayList.add(heatMapDTO.getCount());
+//                heatMapDTO.setCount(heatMapDTO.getCount());
+                if (type.equals("a21026")){
+                    heatMapDTO.setCount(1.0);
+                }else {
+                    heatMapDTO.setCount(0.0);
+                }
+
+                geoCoordinate.setLongitude(heatMapDTO.getLng());
+                geoCoordinate.setLatitude(heatMapDTO.getLat());
+                geoCoordinates.add(geoCoordinate);
+            }
+            if (!ObjectUtils.isEmpty(doubleArrayList)){
+                HeatMapDTO heatMapDTO = new HeatMapDTO();
+                //������������������
+                double asDouble = doubleArrayList.stream().mapToDouble(Double::valueOf).max().getAsDouble();
+                //���������������
+                GeoCoordinate centerPoint = GetCenterPointFromListOfCoordinates.getCenterPoint(geoCoordinates);
+//                double rsCode = asDouble - (doubleArrayList.size()*10);
+                double rsCode = asDouble - doubleArrayList.size()-1;
+//                log.info(asDouble+"-----"+rsCode);
+//                heatMapDTO.setCount(rsCode);
+                heatMapDTO.setCount(rsCode);
+//                heatMapDTO.setSum(asDouble);
+                heatMapDTO.setLng(centerPoint.getLongitude());
+                heatMapDTO.setLat(centerPoint.getLatitude());
+                heatMapDTO.setMac(i+"");
+                heatMapDTO.setName(integer+"");
+                heatMap.add(heatMapDTO);
+                i++;
+            }
+        }
+    }
+
+    /**
+     * ������������
+     * @param responseList
+     * @return
+     */
+    private List<HeatMapDTO> distrinList(List<HeatMapDTO> responseList){
+        List<HeatMapDTO> rsMap = new ArrayList<>();
+        Set<String> keysSet = new HashSet<String>();
+        for (HeatMapDTO heatMapDTO : responseList) {
+            String keys = String.valueOf(heatMapDTO.getMac());
+            int beforeSize = keysSet.size();
+            keysSet.add(keys);
+            int afterSize = keysSet.size();
+            if(afterSize == beforeSize + 1){
+                rsMap.add(heatMapDTO);
+            }
+        }
+        return rsMap;
+
+
     }
 
     /**
@@ -831,6 +1167,11 @@
                 dto.setComIndex(comIndex);
         });
     }
-
+    private boolean subStr(String mac){
+       if(StringUtils.isNotEmpty(mac)&&mac.contains(",avg")){
+           return true;
+       }
+       return false;
+    }
 }
 

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