From 28923b3d67c58b032bc4ff128aa1d5e62d73dba1 Mon Sep 17 00:00:00 2001
From: jinpengyong <jpy123456>
Date: Fri, 02 Feb 2024 10:07:58 +0800
Subject: [PATCH] fix:提交实时在线率接口

---
 screen-api/src/main/java/com/moral/api/service/impl/MonitorPointServiceImpl.java |  681 ++++++++++++++++++++++++++++++++++++++++++++++++++++----
 1 files changed, 627 insertions(+), 54 deletions(-)

diff --git a/screen-api/src/main/java/com/moral/api/service/impl/MonitorPointServiceImpl.java b/screen-api/src/main/java/com/moral/api/service/impl/MonitorPointServiceImpl.java
index b29fe46..6583cef 100644
--- a/screen-api/src/main/java/com/moral/api/service/impl/MonitorPointServiceImpl.java
+++ b/screen-api/src/main/java/com/moral/api/service/impl/MonitorPointServiceImpl.java
@@ -1,15 +1,17 @@
 package com.moral.api.service.impl;
 
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONArray;
 import com.alibaba.fastjson.JSONObject;
 import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
+import com.baomidou.mybatisplus.extension.conditions.query.LambdaQueryChainWrapper;
+import com.moral.api.config.Interceptor.UserHelper;
+import com.moral.api.dto.MonitoringStationDTO;
 import com.moral.api.entity.*;
 import com.moral.api.mapper.DeviceMapper;
 import com.moral.api.mapper.HistoryMonthlyMapper;
 import com.moral.api.mapper.MonitorPointMapper;
 import com.moral.api.mapper.SensorMapper;
 import com.moral.api.pojo.form.device.MonitorPointQueryForm;
+import com.moral.api.pojo.vo.user.QxUser;
 import com.moral.api.service.DeviceService;
 import com.moral.api.service.HistoryDailyService;
 import com.moral.api.service.HistoryHourlyService;
@@ -17,21 +19,16 @@
 import com.moral.api.service.MonitorPointService;
 import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
 import com.moral.api.service.OrganizationService;
-import com.moral.api.utils.MyLatLng;
-import com.moral.api.utils.mapUtils;
 import com.moral.constant.Constants;
+import com.moral.util.ComprehensiveIndexUtils;
 import com.moral.util.DateUtils;
 import com.moral.util.RegionCodeUtils;
-
+import org.apache.commons.collections4.CollectionUtils;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.stereotype.Service;
-import org.springframework.util.CollectionUtils;
-import org.springframework.util.unit.DataUnit;
+import org.springframework.util.ObjectUtils;
+import springfox.documentation.schema.Entry;
 
-import java.io.BufferedWriter;
-import java.io.File;
-import java.io.FileWriter;
-import java.io.IOException;
 import java.math.BigDecimal;
 import java.util.*;
 import java.util.stream.Collectors;
@@ -84,18 +81,19 @@
 //            region = RegionCodeUtils.regionCodeConvertToName(regionCode);
 //        }
 
-        //���������������
+       /* //���������������
         List<Organization> childrenOrganization = organizationService.getChildrenOrganizationsById(organizationId);
-        List<Integer> organizationIds = new ArrayList<>();
+
         for (Organization organization : childrenOrganization) {
             organizationIds.add(organization.getId());
         }
-        organizationIds.add(organizationId);
+        organizationIds.add(organizationId);*/
         //������������
         QueryWrapper<MonitorPoint> queryMonitorPointsWrapper = new QueryWrapper<>();
 
         //������region������������������������������������������������������������������������������
         //������region���������������������������������������������������������
+        List<Integer> organizationIds = deviceMapper.deviceOrgIdList(organizationId);
         if (region != null){
             queryMonitorPointsWrapper.eq(region, regionCode);
         }
@@ -252,31 +250,32 @@
         } else  if("day".equals(type)){
             Date startDate = DateUtils.getDate(startTime,DateUtils.yyyy_MM_dd_HH_EN);
             Date endDate = DateUtils.getDate(endTime,DateUtils.yyyy_MM_dd_HH_EN);
+            List<HistoryDaily> historyDailyByMacAndTimeSlot = historyDailyService.getHistoryDailyByMacAndTimeSlot(macs, startDate, endDate);
+            Map<String,Map<String,Object>> map = resultMap(historyDailyByMacAndTimeSlot,new ArrayList<>());
+            Map<Integer,String> pointMap = pointMap(devices);
+            Map<String,String> sensorMap = sensorMap(sensorsList);
             for (Device device:devices) {
-                List<HistoryDaily> historyDailyByMacAndTimeSlot = historyDailyService.getHistoryDailyByMacAndTimeSlot(device.getMac(), startDate, endDate);
                 for (String sensor:sensorsList) {
+                    Date ks = DateUtils.getDate(startTime,"yyyy-MM-dd");
+                    Date js = DateUtils.getDateOfDay(DateUtils.getDate(endTime,"yyyy-MM-dd"),1);
                     Map<String, Object> timeValueMap = new LinkedHashMap<>();//key���time���value������������json
-                    QueryWrapper<MonitorPoint> monitorPointQueryWrapper = new QueryWrapper<>();
-                    monitorPointQueryWrapper.eq("is_delete",Constants.NOT_DELETE);
-                    monitorPointQueryWrapper.eq("id",device.getMonitorPointId());
-                    MonitorPoint monitorPoint = monitorPointMapper.selectOne(monitorPointQueryWrapper);
-                    timeValueMap.put("������������",monitorPoint.getName());
+                    timeValueMap.put("������������",pointMap.get(device.getMonitorPointId()));
                     timeValueMap.put("name",device.getName());
-                    QueryWrapper<Sensor> sensorQueryWrapper = new QueryWrapper<>();
-                    sensorQueryWrapper.eq("is_delete",Constants.NOT_DELETE);
-                    sensorQueryWrapper.eq("code",sensor);
-                    Sensor sensorEntity = sensorMapper.selectOne(sensorQueryWrapper);
-                    timeValueMap.put("sensor",sensorEntity.getName());
+                    timeValueMap.put("sensor",sensorMap.get(sensor));
                     ArrayList<Double> doubleArrayList = new ArrayList<>();
-                    for (HistoryDaily historyDaily : historyDailyByMacAndTimeSlot) {
-                        Date time = historyDaily.getTime();
-                        String dateStr = DateUtils.dateToDateString(time, "yyyy-MM-dd");
-                        String value = historyDaily.getValue();
-                        JSONObject jsonObject = JSONObject.parseObject(value);
-                        doubleArrayList.add(Double.parseDouble(jsonObject.get(sensor).toString()));
-                        if (jsonObject.containsKey(sensor)){
-                            timeValueMap.put(dateStr, jsonObject.get(sensor).toString());
+                    while (DateUtils.isTimeBefor(js,ks)){
+                        String c = DateUtils.dateToDateString(ks,"yyyy-MM-dd");
+                        String k = c+"_"+device.getMac();
+                        if(map.containsKey(k)){
+                            Object o = map.get(k).get(sensor);
+                            timeValueMap.put(c,Objects.nonNull(o)?Double.valueOf(o.toString()):0);
+                            if(Objects.nonNull(o)&& (!Double.valueOf(o.toString()).equals(0d))){
+                                doubleArrayList.add(Double.valueOf(o.toString()));
+                            }
+                        }else {
+                            timeValueMap.put(c,0);
                         }
+                        ks = DateUtils.getDateOfDay(ks,1);
                     }
                     Double ListAvg = doubleArrayList.stream().collect(Collectors.averagingDouble(Double::doubleValue));
                     double rsAvg = new BigDecimal(ListAvg).setScale(3, BigDecimal.ROUND_HALF_UP).doubleValue();
@@ -285,32 +284,31 @@
                 }
             }
         }else {
+            QueryWrapper<HistoryMonthly> HistoryMonthlyWrapper = new QueryWrapper<>();
+            HistoryMonthlyWrapper.in("mac",devices.stream().map(Device::getMac).collect(Collectors.toList()));
+            HistoryMonthlyWrapper.between("time",startTime,endTime);
+            List<HistoryMonthly> historyMonthlyList = historyMonthlyMapper.selectList(HistoryMonthlyWrapper);
+            Map<String,Map<String,Object>> map = resultMap(new ArrayList<>(),historyMonthlyList);
+            Map<Integer,String> pointMap = pointMap(devices);
+            Map<String,String> sensorMap = sensorMap(sensorsList);
             for (Device device:devices) {
-                QueryWrapper<HistoryMonthly> HistoryMonthlyWrapper = new QueryWrapper<>();
-                HistoryMonthlyWrapper.eq("mac",device.getMac());
-                HistoryMonthlyWrapper.between("time",startTime,endTime);
-                List<HistoryMonthly> historyMonthlyList = historyMonthlyMapper.selectList(HistoryMonthlyWrapper);
                 for (String sensor:sensorsList) {
+                    Date ks = DateUtils.getDate(startTime,"yyyy-MM");
+                    Date js = DateUtils.addMonths(DateUtils.getDate(endTime,"yyyy-MM"),1);
                     Map<String, Object> timeValueMap = new LinkedHashMap<>();//key���time���value������������json
-                    QueryWrapper<MonitorPoint> monitorPointQueryWrapper = new QueryWrapper<>();
-                    monitorPointQueryWrapper.eq("is_delete",Constants.NOT_DELETE);
-                    monitorPointQueryWrapper.eq("id",device.getMonitorPointId());
-                    MonitorPoint monitorPoint = monitorPointMapper.selectOne(monitorPointQueryWrapper);
-                    timeValueMap.put("������������",monitorPoint.getName());
+                    timeValueMap.put("������������",pointMap.get(device.getMonitorPointId()));
                     timeValueMap.put("name",device.getName());
-                    QueryWrapper<Sensor> sensorQueryWrapper = new QueryWrapper<>();
-                    sensorQueryWrapper.eq("is_delete",Constants.NOT_DELETE);
-                    sensorQueryWrapper.eq("code",sensor);
-                    Sensor sensorEntity = sensorMapper.selectOne(sensorQueryWrapper);
-                    timeValueMap.put("sensor",sensorEntity.getName());
-                    for (HistoryMonthly historyMonthly : historyMonthlyList) {
-                        Date time = historyMonthly.getTime();
-                        String dateStr = DateUtils.dateToDateString(time, "yyyy-MM");
-                        String value = historyMonthly.getValue();
-                        JSONObject jsonObject = JSONObject.parseObject(value);
-                        if (jsonObject.containsKey(sensor)){
-                            timeValueMap.put(dateStr, jsonObject.get(sensor).toString());
+                    timeValueMap.put("sensor",sensorMap.get(sensor));
+                    while (DateUtils.isTimeBefor(js,ks)){
+                        String c = DateUtils.dateToDateString(ks,"yyyy-MM");
+                        String k = c+"_"+device.getMac();
+                        if(map.containsKey(k)){
+                            Object o = map.get(k).get(sensor);
+                            timeValueMap.put(c,Objects.nonNull(o)?Double.valueOf(o.toString()):0);
+                        }else {
+                            timeValueMap.put(c,0);
                         }
+                        ks = DateUtils.addMonths(ks,1);
                     }
                     resultList.add(timeValueMap);
                 }
@@ -319,6 +317,581 @@
         return resultList;
     }
 
+    @Override
+    public List<Map<String, Object>> getHourlyDataDataV3Excel(Map<String, Object> params) {
+        List<String> macs = (List<String>) params.remove("macs");
+        List<String> times = (List<String>) params.remove("times");
+        String type = params.get("type").toString();
+        String startTime = times.get(0);
+        String endTime = times.get(1);
+
+//        String[] macs = params.remove("macs").toString().split(",");
+//        List<String> macsList = Arrays.asList(macs);
+        QueryWrapper<Device> queryWrapper = new QueryWrapper<>();
+        queryWrapper.eq("is_delete",Constants.NOT_DELETE);
+        queryWrapper.in("mac", macs);
+        List<Device> devices = deviceMapper.selectList(queryWrapper);
+        if (devices.size()<=0){
+            return null;
+        }
+        String[] sensors = params.remove("sensors").toString().split(",");
+        List<String> sensorsList = Arrays.asList(sensors);
+        List<Map<String,Object>> resultList = new ArrayList<>();
+
+//        List<String> sensorsList = (List<String>) params.remove("sensors");
+//        String startTime = params.get("startTime").toString();
+//        String endTime = params.get("endTime").toString();
+        if (type.equals("hours")){
+            Date startDate = DateUtils.getDate(startTime,DateUtils.yyyy_MM_dd_HH_EN);
+            Date endDate = DateUtils.getDate(endTime,DateUtils.yyyy_MM_dd_HH_EN);
+            List<HistoryHourly> hourlies = historyHourlyService.getValueByMacAndTime(macs, DateUtils.getDate(startTime, DateUtils.yyyy_MM_dd_HH_EN), DateUtils.getDate(endTime, DateUtils.yyyy_MM_dd_HH_EN));
+            Map<String,Map<String,Object>> map = resultMap(hourlies);
+            Map<Integer,String> pointMap = pointMap(devices);
+            Map<String,String> sensorMap = sensorMap(sensorsList);
+
+            for (Device device:devices) {
+                Date ks = DateUtils.getDate(startTime,"yyyy-MM-dd HH");
+                Date js = DateUtils.getDateAddHour(DateUtils.getDate(endTime,"yyyy-MM-dd HH"),1);
+                while (DateUtils.isTimeBefor(js,ks)){
+                    Map<String, Object> timeValueMap = new LinkedHashMap<>();//key���time���value������������json
+                    timeValueMap.put("������������",pointMap.get(device.getMonitorPointId()));
+                    timeValueMap.put("name",device.getName());
+                    String c = DateUtils.dateToDateString(ks,DateUtils.yyyy_MM_dd_HH_EN);
+                    timeValueMap.put("������",c);
+                    for (String sensor:sensorsList) {
+                        String k = c+"_"+device.getMac();
+                        Double num = 0d;
+                        if(map.containsKey(k)){
+                            Object o = map.get(k).get(sensor);
+                            num = Objects.nonNull(o)?Double.valueOf(o.toString()):0d;
+                        }
+                        timeValueMap.put(sensorMap.get(sensor),num);
+                    }
+                    resultList.add(timeValueMap);
+                    ks = DateUtils.getDateAddHour(ks,1);
+                }
+            }
+        } else  if("day".equals(type)){
+            Date startDate = DateUtils.getDate(startTime,DateUtils.yyyy_MM_dd_HH_EN);
+            Date endDate = DateUtils.getDate(endTime,DateUtils.yyyy_MM_dd_HH_EN);
+            List<HistoryDaily> historyDailyByMacAndTimeSlot = historyDailyService.getHistoryDailyByMacAndTimeSlot(macs, startDate, endDate);
+            Map<String,Map<String,Object>> map = resultMap(historyDailyByMacAndTimeSlot,new ArrayList<>());
+            Map<Integer,String> pointMap = pointMap(devices);
+            Map<String,String> sensorMap = sensorMap(sensorsList);
+            for (Device device:devices) {
+                Date ks = DateUtils.getDate(startTime,"yyyy-MM-dd");
+                Date js = DateUtils.getDateOfDay(DateUtils.getDate(endTime,"yyyy-MM-dd"),1);
+                String nameSite = pointMap.get(device.getMonitorPointId());
+                String name = device.getName();
+                Map<String, Object> timeValueMap = new LinkedHashMap<>();
+                Map<String,ArrayList<Double>> listMap = new HashMap<>();
+                int numCount = 0;
+                while (DateUtils.isTimeBefor(js,ks)){
+                    timeValueMap = new LinkedHashMap<>();//key���time���value������������json
+                    timeValueMap.put("������������",nameSite);
+                    timeValueMap.put("name",name);
+                    String c = DateUtils.dateToDateString(ks,"yyyy-MM-dd");
+                    timeValueMap.put("������",c);
+                    for (String sensor:sensorsList) {
+                        String k = c+"_"+device.getMac();
+                        Double num = 0d;
+                        if(map.containsKey(k)){
+                            Object o = map.get(k).get(sensor);
+                            num = Objects.nonNull(o)?Double.valueOf(o.toString()):0d;
+                            if(Objects.nonNull(num)&& !num.equals(0d)){
+                                ArrayList<Double> doubleArrayList = Objects.isNull(listMap.get(numCount+"_"+sensorMap.get(sensor)))?new ArrayList<>():listMap.get(numCount+"_"+sensorMap.get(sensor));
+                                doubleArrayList.add(num);
+                                listMap.put(numCount+"_"+sensorMap.get(sensor),doubleArrayList);
+                            }
+                        }
+                        timeValueMap.put(sensorMap.get(sensor),num);
+                    }
+                     resultList.add(timeValueMap);
+                     ks = DateUtils.getDateOfDay(ks,1);
+                }
+                timeValueMap = new LinkedHashMap<>();
+                timeValueMap.put("������������",nameSite);
+                timeValueMap.put("name",name);
+                timeValueMap.put("������","���������");
+                for(int z = 0 ;z< sensorsList.size();z++){
+                    double rsAvg = 0L;
+                    String son = numCount+"_"+sensorMap.get(sensorsList.get(z));
+                    if(listMap.containsKey(numCount+"_"+sensorMap.get(sensorsList.get(z)))){
+                        if(son.contains("������")){
+                            rsAvg = percentile(listMap.get(numCount+"_"+sensorMap.get(sensorsList.get(z))),90d);
+                        }else if(son.contains("������������")){
+                            rsAvg = percentile(listMap.get(numCount+"_"+sensorMap.get(sensorsList.get(z))),95d);
+                        }else {
+                            Double ListAvg = listMap.get(numCount+"_"+sensorMap.get(sensorsList.get(z))).stream().collect(Collectors.averagingDouble(Double::doubleValue));
+                            rsAvg = new BigDecimal(ListAvg).setScale(3, BigDecimal.ROUND_HALF_UP).doubleValue();
+                        }
+                    }
+                    timeValueMap.put(sensorMap.get(sensorsList.get(z)),rsAvg);
+                }
+                resultList.add(timeValueMap);
+                numCount++;
+            }
+
+        }else {
+            QueryWrapper<HistoryMonthly> HistoryMonthlyWrapper = new QueryWrapper<>();
+            HistoryMonthlyWrapper.in("mac",devices.stream().map(Device::getMac).collect(Collectors.toList()));
+            HistoryMonthlyWrapper.between("time",startTime,endTime);
+            List<HistoryMonthly> historyMonthlyList = historyMonthlyMapper.selectList(HistoryMonthlyWrapper);
+            Map<String,Map<String,Object>> map = resultMap(new ArrayList<>(),historyMonthlyList);
+            Map<Integer,String> pointMap = pointMap(devices);
+            Map<String,String> sensorMap = sensorMap(sensorsList);
+            for (Device device:devices) {
+                Date ks = DateUtils.getDate(startTime,"yyyy-MM");
+                Date js = DateUtils.addMonths(DateUtils.getDate(endTime,"yyyy-MM"),1);
+                while (DateUtils.isTimeBefor(js,ks)){
+                    Map<String, Object> timeValueMap = new LinkedHashMap<>();//key���time���value������������json
+                    timeValueMap.put("������������",pointMap.get(device.getMonitorPointId()));
+                    timeValueMap.put("name",device.getName());
+                    String c = DateUtils.dateToDateString(ks,"yyyy-MM");
+                    timeValueMap.put("������",c);
+                    for (String sensor:sensorsList) {
+                        String k = c+"_"+device.getMac();
+                        Double num = 0d;
+                        if(map.containsKey(k)){
+                            Object o = map.get(k).get(sensor);
+                            num = Objects.nonNull(o)?Double.valueOf(o.toString()):0d;
+                        }
+                        timeValueMap.put(sensorMap.get(sensor),num);
+                    }
+                    resultList.add(timeValueMap);
+                    ks = DateUtils.addMonths(ks,1);
+                }
+                /*for (String sensor:sensorsList) {
+                    Date ks = DateUtils.getDate(startTime,"yyyy-MM");
+                    Date js = DateUtils.addMonths(DateUtils.getDate(endTime,"yyyy-MM"),1);
+                    Map<String, Object> timeValueMap = new LinkedHashMap<>();//key���time���value������������json
+                    timeValueMap.put("������������",pointMap.get(device.getMonitorPointId()));
+                    timeValueMap.put("name",device.getName());
+                    timeValueMap.put("sensor",sensorMap.get(sensor));
+                    while (DateUtils.isTimeBefor(js,ks)){
+                        String c = DateUtils.dateToDateString(ks,"yyyy-MM");
+                        String k = c+"_"+device.getMac();
+                        if(map.containsKey(k)){
+                            Object o = map.get(k).get(sensor);
+                            timeValueMap.put(c,Objects.nonNull(o)?Double.valueOf(o.toString()):0);
+                        }else {
+                            timeValueMap.put(c,0);
+                        }
+                        ks = DateUtils.addMonths(ks,1);
+                    }
+                    resultList.add(timeValueMap);
+                }*/
+            }
+        }
+        return resultList;
+    }
+    @Override
+    public List<MonitoringStationDTO> listMonitoringStationDTO(Map<String, Object> params, int reportType, String startTime, String endTime) {
+       // List<String> macs = Arrays.asList(mac.split(","));
+        List<String> macs = (List<String>) params.remove("mac");
+        List<MonitoringStationDTO> resultList = new ArrayList<>();
+
+        if(reportType == 1||reportType == 4){
+            Date startDate = DateUtils.getDate(startTime,DateUtils.yyyy_MM_dd_EN);
+            Date endDate = DateUtils.getDate(endTime,DateUtils.yyyy_MM_dd_EN);
+            List<HistoryDaily> historyDailyByMacAndTimeSlot = historyDailyService.getHistoryDailyByMacAndTimeSlot(macs, startDate, endDate);
+            resultList = resultList(historyDailyByMacAndTimeSlot);
+        }else if(reportType == 2){
+            Date startDate = DateUtils.getDate(startTime,DateUtils.yyyy_MM_dd_EN);
+            Date endDate = DateUtils.addDays(startDate,6);
+            List<HistoryDaily> historyDailyByMacAndTimeSlot = historyDailyService.getHistoryDailyByMacAndTimeSlot(macs, startDate, endDate);
+            resultList = resultList(historyDailyByMacAndTimeSlot);
+        }else if(reportType == 3){
+            Date startDate = DateUtils.getDate(startTime,DateUtils.yyyy_MM_dd_EN);
+            Date endDate = DateUtils.getDate(endTime,DateUtils.yyyy_MM_dd_EN);
+            QueryWrapper<HistoryMonthly> HistoryMonthlyWrapper = new QueryWrapper<>();
+            HistoryMonthlyWrapper.in("mac",macs);
+            HistoryMonthlyWrapper.between("time",startDate,endDate);
+            List<HistoryMonthly> historyMonthlyList = historyMonthlyMapper.selectList(HistoryMonthlyWrapper);
+            List<HistoryDaily> historyDailies = new ArrayList<>();
+            for(HistoryMonthly h : historyMonthlyList) {
+                HistoryDaily historyDaily = new HistoryDaily();
+                historyDaily.setMac(h.getMac());
+                historyDaily.setTime(h.getTime());
+                historyDaily.setValue(h.getValue());
+                historyDailies.add(historyDaily);
+            }
+            resultList = resultList(historyDailies);
+        }
+        return resultList;
+    }
+
+    /**
+     * ������������������������
+     *
+     * @return
+     */
+    @Override
+    public List<MonitorPoint> getOrganizations() {
+        QueryWrapper<MonitorPoint> wrapper = new QueryWrapper<>();
+        wrapper.select("id","name");
+        QxUser user = UserHelper.getCurrentUser();
+        Integer organizationId = user.getOrganizationId();
+        List<Integer> monitorPointiIds = monitorPointMapper.getMonitorPointiId(organizationId);
+        if (organizationId!=24){
+            wrapper.in("id",monitorPointiIds);
+        }
+        wrapper.eq("is_delete",Constants.NOT_DELETE);
+        List<MonitorPoint> monitorPoints = monitorPointMapper.selectList(wrapper);
+        for (int i = 0; i < monitorPoints.size(); i++) {
+            List<Device> organizationDevice = deviceService.getOrganizationDevice(monitorPoints.get(i).getId());
+            if (ObjectUtils.isEmpty(organizationDevice)){
+                monitorPoints.remove(i);
+                i--;
+            }
+        }
+        return monitorPoints;
+    }
+
+
+    private List<MonitoringStationDTO> resultList(List<HistoryDaily> historyDailyByMacAndTimeSlot){
+        List<MonitoringStationDTO> list = new ArrayList<>();
+        if(CollectionUtils.isEmpty(historyDailyByMacAndTimeSlot)){
+            return list;
+        }
+        //������������������  ������ p5dnd7a0000001 -������ p5dnd7a0000002 -������ p5dnd7a0000003
+        List<String> hzRoad = Arrays.asList("p5dnd7a0245491","p5dnd7a0392159","p5dnd7a0243605","p5dnd7a0392176");
+        List<String> xtRoad = Arrays.asList("p5dnd7a0243603","p5dnd7a0391986","p5dnd7a0392003","p5dnd7a0392144","p5dnd7a0392167","p5dnd7a0391990");
+        List<String> xhRoad = Arrays.asList("p5dnd7a0392158","p5dnd7a0392173","p5dnd7a0391975","p5dnd7a0392153","p5dnd7a0391961","p5dnd7a0243608","p5dnd7a0243618");
+        List<HistoryDaily> hcHz= new ArrayList<>();
+        List<HistoryDaily> xtHz= new ArrayList<>();
+        List<HistoryDaily> xhHz= new ArrayList<>();
+        for(HistoryDaily h : historyDailyByMacAndTimeSlot) {
+            HistoryDaily historyDaily = new HistoryDaily();
+            historyDaily.setTime( h.getTime());
+            historyDaily.setValue(h.getValue());
+            if(hzRoad.contains(h.getMac())){
+                historyDaily.setMac("p5dnd7a0000001");
+                hcHz.add(historyDaily);
+            }else if(xtRoad.contains(h.getMac())){
+                historyDaily.setMac("p5dnd7a0000002");
+                xtHz.add(historyDaily);
+            }else if(xhRoad.contains(h.getMac())){
+                historyDaily.setMac("p5dnd7a0000003");
+                xhHz.add(historyDaily);
+            }
+        }
+        if(CollectionUtils.isNotEmpty(hcHz)){
+            historyDailyByMacAndTimeSlot.addAll(hcHz);
+        }
+        if(CollectionUtils.isNotEmpty(xtHz)){
+            historyDailyByMacAndTimeSlot.addAll(xtHz);
+        }
+        if(CollectionUtils.isNotEmpty(xhHz)){
+            historyDailyByMacAndTimeSlot.addAll(xhHz);
+        }
+        Map<String,Map<String,ArrayList<Double>>> resultMap = new HashMap<>();
+        for(HistoryDaily h : historyDailyByMacAndTimeSlot) {
+            JSONObject jsonObject = JSONObject.parseObject(h.getValue());
+            Map<String, Object> map = jsonObject.getInnerMap();
+            Map<String,ArrayList<Double>> maps = Objects.nonNull(resultMap.get(h.getMac()))?resultMap.get(h.getMac()):new HashMap<>();
+            if(Objects.nonNull(map.get("a34004"))){
+                ArrayList<Double> numResult = Objects.nonNull(maps.get("PM2_5"))?maps.get("PM2_5"):new ArrayList<>();
+                numResult.add(Double.parseDouble(map.get("a34004").toString()));
+                maps.put("PM2_5",numResult);
+            }
+            if(Objects.nonNull(map.get("a05024"))){
+                ArrayList<Double> numResult = Objects.nonNull(maps.get("O3"))?maps.get("O3"):new ArrayList<>();
+                numResult.add(Double.parseDouble(map.get("a05024").toString()));
+                maps.put("O3",numResult);
+            }
+            if(Objects.nonNull(map.get("a34002"))){
+                ArrayList<Double> numResult = Objects.nonNull(maps.get("PM10"))?maps.get("PM10"):new ArrayList<>();
+                numResult.add(Double.parseDouble(map.get("a34002").toString()));
+                maps.put("PM10",numResult);
+            }
+            if(Objects.nonNull(map.get("a21026"))){
+                ArrayList<Double> numResult = Objects.nonNull(maps.get("SO2"))?maps.get("SO2"):new ArrayList<>();
+                numResult.add(Double.parseDouble(map.get("a21026").toString()));
+                maps.put("SO2",numResult);
+            }
+            if(Objects.nonNull(map.get("a21004"))){
+                ArrayList<Double> numResult = Objects.nonNull(maps.get("NO2"))?maps.get("NO2"):new ArrayList<>();
+                numResult.add(Double.parseDouble(map.get("a21004").toString()));
+                maps.put("NO2",numResult);
+            }
+            if(Objects.nonNull(map.get("a21005"))){
+                ArrayList<Double> numResult = Objects.nonNull(maps.get("CO"))?maps.get("CO"):new ArrayList<>();
+                numResult.add(Double.parseDouble(map.get("a21005").toString()));
+                maps.put("CO",numResult);
+            }
+            if(Objects.nonNull(map.get("a99054"))){
+                ArrayList<Double> numResult = Objects.nonNull(maps.get("TVOC"))?maps.get("TVOC"):new ArrayList<>();
+                numResult.add(Double.parseDouble(map.get("a99054").toString()));
+                maps.put("TVOC",numResult);
+            }
+            resultMap.put(h.getMac(),maps);
+        }
+        for(Map.Entry entry : resultMap.entrySet()){
+            boolean dimension = false;
+            String mapKey = (String) entry.getKey();
+            Map<String,ArrayList<Double>> mapValue = (Map<String,ArrayList<Double>>)entry.getValue();
+            Map<String, Object> data = new HashMap<>();
+            if(mapValue.containsKey("PM2_5")){
+                Double ListAvg = mapValue.get("PM2_5").stream().collect(Collectors.averagingDouble(Double::doubleValue));
+                double rsAvg = new BigDecimal(ListAvg).setScale(2, BigDecimal.ROUND_HALF_UP).doubleValue();
+                data.put("PM2_5",rsAvg);
+            }else {
+                data.put("PM2_5",0);
+                dimension = true;
+            }
+            if(mapValue.containsKey("PM10")){
+                Double ListAvg = mapValue.get("PM10").stream().collect(Collectors.averagingDouble(Double::doubleValue));
+                double rsAvg = new BigDecimal(ListAvg).setScale(0, BigDecimal.ROUND_HALF_UP).doubleValue();
+                data.put("PM10",rsAvg);
+            }else {
+                data.put("PM10",0);
+                dimension = true;
+            }
+            if(mapValue.containsKey("SO2")){
+                Double ListAvg = mapValue.get("SO2").stream().collect(Collectors.averagingDouble(Double::doubleValue));
+                double rsAvg = new BigDecimal(ListAvg).setScale(0, BigDecimal.ROUND_HALF_UP).doubleValue();
+                data.put("SO2",rsAvg);
+            }else {
+                data.put("SO2",0);
+                dimension = true;
+            }
+            if(mapValue.containsKey("NO2")){
+                Double ListAvg = mapValue.get("NO2").stream().collect(Collectors.averagingDouble(Double::doubleValue));
+                double rsAvg = new BigDecimal(ListAvg).setScale(0, BigDecimal.ROUND_HALF_UP).doubleValue();
+                data.put("NO2",rsAvg);
+            }else {
+                data.put("NO2",0);
+                dimension = true;
+            }
+            if(mapValue.containsKey("CO")){
+                Double ListAvg = percentile(mapValue.get("CO"),95d);
+                double rsAvg = new BigDecimal(ListAvg).setScale(3, BigDecimal.ROUND_HALF_UP).doubleValue();
+                data.put("CO",rsAvg);
+            }else {
+                data.put("CO",0);
+                dimension = true;
+            }
+            if(mapValue.containsKey("O3")){
+                Double ListAvg = percentile(mapValue.get("O3"),90d);
+                double rsAvg = new BigDecimal(ListAvg).setScale(0, BigDecimal.ROUND_HALF_UP).doubleValue();
+                data.put("O3",rsAvg);
+            }else {
+                data.put("O3",0);
+                dimension = true;
+            }
+            if(mapValue.containsKey("TVOC")){
+                Double ListAvg = mapValue.get("TVOC").stream().collect(Collectors.averagingDouble(Double::doubleValue));
+                double rsAvg = new BigDecimal(ListAvg).setScale(3, BigDecimal.ROUND_HALF_UP).doubleValue();
+                data.put("TVOC",rsAvg);
+            }else {
+                data.put("TVOC",0);
+                dimension = true;
+            }
+            Double resultNum = ComprehensiveIndexUtils.dailyData(data);
+            if(dimension){
+                resultNum = 0d;
+            }
+            MonitoringStationDTO monitoringStationDTO = new MonitoringStationDTO();
+            monitoringStationDTO.setPM25(BigDecimal.valueOf(Double.parseDouble(data.get("PM2_5").toString())));
+            monitoringStationDTO.setO3(BigDecimal.valueOf(Double.parseDouble(data.get("O3").toString())));
+            monitoringStationDTO.setTovc(BigDecimal.valueOf(Double.parseDouble(data.get("TVOC").toString())));
+            monitoringStationDTO.setComposite(BigDecimal.valueOf(resultNum));
+            monitoringStationDTO.setSO2(BigDecimal.valueOf(Double.parseDouble(data.get("SO2").toString())));
+            monitoringStationDTO.setNO2(BigDecimal.valueOf(Double.parseDouble(data.get("NO2").toString())));
+            monitoringStationDTO.setPM10(BigDecimal.valueOf(Double.parseDouble(data.get("PM10").toString())));
+            monitoringStationDTO.setCO(BigDecimal.valueOf(Double.parseDouble(data.get("CO").toString())));
+            monitoringStationDTO.setMac(mapKey);
+            list.add(monitoringStationDTO);
+        }
+        List<MonitoringStationDTO> compositeListResult = fun3(list,0);
+        List<MonitoringStationDTO> compositeList = fun3(list,1);
+        List<MonitoringStationDTO> pM25List = fun3(list,2);
+        List<MonitoringStationDTO> o3List = fun3(list,3);
+        List<MonitoringStationDTO> tovcList = fun3(list,4);
+        List<MonitoringStationDTO> SO2List = fun3(list,5);
+        List<MonitoringStationDTO> NO2cList = fun3(list,6);
+        List<MonitoringStationDTO> PM10List = fun3(list,7);
+        List<MonitoringStationDTO> COList = fun3(list,8);
+        List<MonitoringStationDTO> resultList = new ArrayList<>();
+        LambdaQueryChainWrapper<Device> wrapper = deviceService.lambdaQuery();
+        wrapper.eq(Device::getIsDelete,0);
+        Map<String,String> deviceMap =  new HashMap<>();
+        wrapper.list().forEach(it->deviceMap.put(it.getMac(),it.getName()));
+        deviceMap.put("p5dnd7a0000001","������������������");
+        deviceMap.put("p5dnd7a0000002","������������������");
+        deviceMap.put("p5dnd7a0000003","������������������");
+        for (MonitoringStationDTO m :compositeListResult ){
+            MonitoringStationDTO monit = new MonitoringStationDTO();
+            String mac = m.getMac();
+            monit.setMac(mac);
+            monit.setName(deviceMap.get(mac));
+            List<String> listComposite = compositeList.stream().map(MonitoringStationDTO::getMac).collect(Collectors.toList());
+            monit.setComposite(listComposite.indexOf(mac) == -1?BigDecimal.ZERO:compositeList.get(listComposite.indexOf(mac)).getComposite());
+            monit.setCompositeNum(listComposite.indexOf(mac) == -1?0:compositeList.get(listComposite.indexOf(mac)).getCompositeNum());
+            List<String> listPM25 = pM25List.stream().map(MonitoringStationDTO::getMac).collect(Collectors.toList());
+            List<String> listO3 = o3List.stream().map(MonitoringStationDTO::getMac).collect(Collectors.toList());
+            List<String> listTovc = tovcList.stream().map(MonitoringStationDTO::getMac).collect(Collectors.toList());
+            monit.setO3(listO3.indexOf(mac) == -1?BigDecimal.ZERO:o3List.get(listO3.indexOf(mac)).getO3());
+            monit.setO3Num(listO3.indexOf(mac) == -1?0:o3List.get(listO3.indexOf(mac)).getO3Num());
+            monit.setPM25(listPM25.indexOf(mac) == -1?BigDecimal.ZERO:pM25List.get(listPM25.indexOf(mac)).getPM25());
+            monit.setPM25Num(listPM25.indexOf(mac) == -1?0:pM25List.get(listPM25.indexOf(mac)).getPM25Num());
+            monit.setTovc(listTovc.indexOf(mac) == -1?BigDecimal.ZERO:tovcList.get(listTovc.indexOf(mac)).getTovc());
+            monit.setTOVCNum(listTovc.indexOf(mac) == -1?0:tovcList.get(listTovc.indexOf(mac)).getTOVCNum());
+            List<String> listSO2 = SO2List.stream().map(MonitoringStationDTO::getMac).collect(Collectors.toList());
+            monit.setSO2(listSO2.indexOf(mac) == -1?BigDecimal.ZERO:SO2List.get(listSO2.indexOf(mac)).getSO2());
+            monit.setSO2Num(listSO2.indexOf(mac) == -1?0:SO2List.get(listSO2.indexOf(mac)).getSO2Num());
+            List<String> listNO2 = NO2cList.stream().map(MonitoringStationDTO::getMac).collect(Collectors.toList());
+            monit.setNO2(listNO2.indexOf(mac) == -1?BigDecimal.ZERO:NO2cList.get(listNO2.indexOf(mac)).getNO2());
+            monit.setNO2Num(listNO2.indexOf(mac) == -1?0:NO2cList.get(listNO2.indexOf(mac)).getNO2Num());
+            List<String> listPM10 = PM10List.stream().map(MonitoringStationDTO::getMac).collect(Collectors.toList());
+            monit.setPM10(listPM10.indexOf(mac) == -1?BigDecimal.ZERO:PM10List.get(listPM10.indexOf(mac)).getPM10());
+            monit.setPM10Num(listPM10.indexOf(mac) == -1?0:PM10List.get(listPM10.indexOf(mac)).getPM10Num());
+            List<String> listCO = COList.stream().map(MonitoringStationDTO::getMac).collect(Collectors.toList());
+            monit.setCO(listCO.indexOf(mac) == -1?BigDecimal.ZERO:COList.get(listCO.indexOf(mac)).getCO());
+            monit.setCONum(listCO.indexOf(mac) == -1?0:COList.get(listCO.indexOf(mac)).getCONum());
+
+            resultList.add(monit);
+        }
+        return resultList;
+    }
+
+    public List<MonitoringStationDTO> fun3(List<MonitoringStationDTO> monList,int type) {
+        List<MonitoringStationDTO> resultList = new ArrayList<>();
+        List<MonitoringStationDTO> compositeList = new ArrayList<>();
+        Map<BigDecimal,List<MonitoringStationDTO>> map1 = new HashMap<>();
+        if(type == 1){
+            compositeList = monList.stream().filter(it->it.getComposite().compareTo(BigDecimal.ZERO)!=0).sorted(Comparator.comparing(MonitoringStationDTO::getComposite)).collect(Collectors.toList());
+            map1 = compositeList.stream().collect(Collectors.groupingBy(MonitoringStationDTO::getComposite,LinkedHashMap::new,Collectors.toList()));
+        }else if(type == 0){
+            compositeList = monList.stream().sorted(Comparator.comparing(MonitoringStationDTO::getComposite)).collect(Collectors.toList());
+            map1 = compositeList.stream().collect(Collectors.groupingBy(MonitoringStationDTO::getComposite,LinkedHashMap::new,Collectors.toList()));
+        }else if(type == 2){
+            compositeList = monList.stream().filter(it->it.getPM25().compareTo(BigDecimal.ZERO)!=0).sorted(Comparator.comparing(MonitoringStationDTO::getPM25)).collect(Collectors.toList());
+            map1 = compositeList.stream().collect(Collectors.groupingBy(MonitoringStationDTO::getPM25,LinkedHashMap::new,Collectors.toList()));
+        }else if(type == 3){
+            compositeList = monList.stream().filter(it->it.getO3().compareTo(BigDecimal.ZERO)!=0).sorted(Comparator.comparing(MonitoringStationDTO::getO3)).collect(Collectors.toList());
+            map1 = compositeList.stream().collect(Collectors.groupingBy(MonitoringStationDTO::getO3,LinkedHashMap::new,Collectors.toList()));
+        }else if(type == 4){
+            compositeList = monList.stream().filter(it->it.getTovc().compareTo(BigDecimal.ZERO)!=0).sorted(Comparator.comparing(MonitoringStationDTO::getTovc)).collect(Collectors.toList());
+            map1 = compositeList.stream().collect(Collectors.groupingBy(MonitoringStationDTO::getTovc,LinkedHashMap::new,Collectors.toList()));
+        }else if(type == 5){
+            compositeList = monList.stream().filter(it->it.getSO2().compareTo(BigDecimal.ZERO)!=0).sorted(Comparator.comparing(MonitoringStationDTO::getSO2)).collect(Collectors.toList());
+            map1 = compositeList.stream().collect(Collectors.groupingBy(MonitoringStationDTO::getSO2,LinkedHashMap::new,Collectors.toList()));
+        }else if(type == 6){
+            compositeList = monList.stream().filter(it->it.getNO2().compareTo(BigDecimal.ZERO)!=0).sorted(Comparator.comparing(MonitoringStationDTO::getNO2)).collect(Collectors.toList());
+            map1 = compositeList.stream().collect(Collectors.groupingBy(MonitoringStationDTO::getNO2,LinkedHashMap::new,Collectors.toList()));
+        }else if(type == 7){
+            compositeList = monList.stream().filter(it->it.getPM10().compareTo(BigDecimal.ZERO)!=0).sorted(Comparator.comparing(MonitoringStationDTO::getPM10)).collect(Collectors.toList());
+            map1 = compositeList.stream().collect(Collectors.groupingBy(MonitoringStationDTO::getPM10,LinkedHashMap::new,Collectors.toList()));
+        }else if(type == 8){
+            compositeList = monList.stream().filter(it->it.getCO().compareTo(BigDecimal.ZERO)!=0).sorted(Comparator.comparing(MonitoringStationDTO::getCO)).collect(Collectors.toList());
+            map1 = compositeList.stream().collect(Collectors.groupingBy(MonitoringStationDTO::getCO,LinkedHashMap::new,Collectors.toList()));
+        }
+        int index = 1;
+        for (Map.Entry entry : map1.entrySet()) {
+            List<MonitoringStationDTO> mapValue = (List<MonitoringStationDTO>)entry.getValue();
+            for(MonitoringStationDTO m : mapValue){
+                MonitoringStationDTO stationDTO = new MonitoringStationDTO();
+                stationDTO.setMac(m.getMac());
+                if(type == 1){
+                    stationDTO.setComposite(m.getComposite());
+                    stationDTO.setCompositeNum(index);
+                }else if(type == 0){
+                    stationDTO.setComposite(m.getComposite());
+                    stationDTO.setCompositeNum(index);
+                }else if(type == 2){
+                    stationDTO.setPM25(m.getPM25());
+                    stationDTO.setPM25Num(index);
+                }else if(type == 3){
+                    stationDTO.setO3(m.getO3());
+                    stationDTO.setO3Num(index);
+                }else if(type == 4){
+                    stationDTO.setTovc(m.getTovc());
+                    stationDTO.setTOVCNum(index);
+                }else if(type == 5){
+                    stationDTO.setSO2(m.getSO2());
+                    stationDTO.setSO2Num(index);
+                }else if(type == 6){
+                    stationDTO.setNO2(m.getNO2());
+                    stationDTO.setNO2Num(index);
+                }else if(type == 7){
+                    stationDTO.setPM10(m.getPM10());
+                    stationDTO.setPM10Num(index);
+                }else if(type == 8){
+                    stationDTO.setCO(m.getCO());
+                    stationDTO.setCONum(index);
+                }
+                resultList.add(stationDTO);
+            }
+            index = index +mapValue.size();
+        }
+        return resultList;
+    }
+
+    private Map<String,Map<String,Object>> resultMap(List<HistoryDaily> list , List<HistoryMonthly> historyMonthlyList){
+        Map<String,Map<String,Object>> map = new HashMap<>();
+        for(HistoryDaily h : list){
+            String dateStr = DateUtils.dateToDateString( h.getTime(), "yyyy-MM-dd")+"_"+h.getMac();
+            Map<String,Object> jsonMap = new HashMap<>();
+            JSONObject jsonObject = JSONObject.parseObject(h.getValue());
+            jsonMap = jsonObject.getInnerMap();
+            map.put(dateStr,jsonMap);
+        }
+        for(HistoryMonthly h : historyMonthlyList){
+            String dateStr = DateUtils.dateToDateString( h.getTime(), "yyyy-MM")+"_"+h.getMac();
+            Map<String,Object> jsonMap = new HashMap<>();
+            JSONObject jsonObject = JSONObject.parseObject(h.getValue());
+            jsonMap = jsonObject.getInnerMap();
+            map.put(dateStr,jsonMap);
+        }
+
+        return map;
+    }
+    private Map<String,Map<String,Object>> resultMap(List<HistoryHourly> list){
+        Map<String,Map<String,Object>> map = new HashMap<>();
+        for(HistoryHourly h : list){
+            String dateStr = DateUtils.dateToDateString( h.getTime(), DateUtils.yyyy_MM_dd_HH_EN)+"_"+h.getMac();
+            Map<String,Object> jsonMap = new HashMap<>();
+            JSONObject jsonObject = JSONObject.parseObject(h.getValue());
+            jsonMap = jsonObject.getInnerMap();
+            map.put(dateStr,jsonMap);
+        }
+
+        return map;
+    }
+    private Map<String,String> sensorMap(List<String> sensorsList){
+        Map<String,String> map = new HashMap<>();
+        QueryWrapper<Sensor> sensorQueryWrapper = new QueryWrapper<>();
+        sensorQueryWrapper.eq("is_delete",Constants.NOT_DELETE);
+        sensorQueryWrapper.in("code",sensorsList);
+         sensorMapper.selectList(sensorQueryWrapper).forEach(it->map.put(it.getCode(),it.getName()));
+        return map;
+    }
+
+    private Map<Integer,String> pointMap(List<Device> devices){
+        Map<Integer,String> map = new HashMap<>();
+        QueryWrapper<MonitorPoint> monitorPointQueryWrapper = new QueryWrapper<>();
+        monitorPointQueryWrapper.eq("is_delete",Constants.NOT_DELETE);
+        monitorPointQueryWrapper.in("id",devices.stream().map(Device::getMonitorPointId).collect(Collectors.toList()));
+        monitorPointMapper.selectList(monitorPointQueryWrapper).forEach(it->map.put(it.getId(),it.getName()));
+        return map;
+    }
+    private Double percentile(List<Double> date,double num){
+        if(CollectionUtils.isNotEmpty(date)&&date.size() == 1){
+            return date.get(0);
+        }
+        Collections.sort(date);
+        double position = (num / 100) * (date.size() - 1);
+        int index = (int) position;
+        // ���������������������������������
+        double fraction = position - index;
+
+        // ������������������
+        double percentileValue = date.get(index) + fraction * (date.get(index + 1) - date.get(index));
+        return new BigDecimal(percentileValue).setScale(3, BigDecimal.ROUND_HALF_UP).doubleValue();
+    }
+
 }
 
 

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