From 76cf225f819b84ac017a2cb3e3231ea880eacdd6 Mon Sep 17 00:00:00 2001
From: lizijie <lzjiiie@163.com>
Date: Fri, 24 Dec 2021 14:39:21 +0800
Subject: [PATCH] 热力图接口,报警信息接口

---
 screen-api/src/main/java/com/moral/api/service/impl/HistoryHourlyServiceImpl.java |  480 +++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
 1 files changed, 477 insertions(+), 3 deletions(-)

diff --git a/screen-api/src/main/java/com/moral/api/service/impl/HistoryHourlyServiceImpl.java b/screen-api/src/main/java/com/moral/api/service/impl/HistoryHourlyServiceImpl.java
index b9d6c80..287aba6 100644
--- a/screen-api/src/main/java/com/moral/api/service/impl/HistoryHourlyServiceImpl.java
+++ b/screen-api/src/main/java/com/moral/api/service/impl/HistoryHourlyServiceImpl.java
@@ -3,21 +3,28 @@
 import com.alibaba.fastjson.JSONObject;
 import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
 import com.moral.api.config.mybatis.MybatisPlusConfig;
-import com.moral.api.entity.HistoryFiveMinutely;
-import com.moral.api.entity.HistoryHourly;
+import com.moral.api.entity.*;
+import com.moral.api.mapper.DeviceMapper;
 import com.moral.api.mapper.HistoryHourlyMapper;
 import com.moral.api.service.HistoryHourlyService;
+import com.moral.api.service.OrganizationService;
+import com.moral.api.utils.GetCenterPointFromListOfCoordinates;
 import com.moral.constant.Constants;
 import com.moral.constant.SeparateTableType;
+import com.moral.pojo.AQI;
 import com.moral.util.AQIUtils;
 import com.moral.util.DateUtils;
 
 import com.moral.util.MybatisPLUSUtils;
+import com.moral.util.PollutantUtils;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.stereotype.Service;
 import org.springframework.util.ObjectUtils;
 
+import java.text.ParseException;
+import java.text.SimpleDateFormat;
 import java.util.*;
+import java.util.stream.Collectors;
 
 /**
  * <p>
@@ -32,6 +39,12 @@
 
     @Autowired
     private HistoryHourlyMapper historyHourlyMapper;
+
+    @Autowired
+    private DeviceMapper deviceMapper;
+
+    @Autowired
+    private OrganizationService organizationService;
 
     @Override
     public Map<String, Object> getHourlyAqiByMac(String mac) {
@@ -49,11 +62,472 @@
             return result;
         }
         Map<String, Object> data = JSONObject.parseObject(value, Map.class);
-        result.put("AQI", AQIUtils.hourlyAqi(data));
+        AQI aqi = AQIUtils.hourlyAQI(data);
+        result.put("AQI", aqi.getAQIValue());
         return result;
     }
 
     /**
+     *@Description: ������������id������������������������������������������
+     *@Param: [map]
+     *@return: java.util.Map<java.lang.String,java.lang.Object>
+     *@Author: lizijie
+     *@Date: 2021/12/7 10:07
+     **/
+    @Override
+    public Map<String, Object> getLastHourDataByOrgIdAndSensorCode(Map parameters) {
+        Map<String, Object> resultMap = new HashMap<>();
+        int orgId = Integer.parseInt(parameters.get("organization_id").toString());
+        //���������������������������������id
+        List<Integer> allOrgId = new ArrayList<>();
+        allOrgId.add(orgId);
+        //������������
+        //���������������
+        List<Organization> allChildrenOrganization = organizationService.getChildrenOrganizationsById(orgId);
+        if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1){
+            for (Organization organization:allChildrenOrganization) {
+                allOrgId.add(organization.getId());
+            }
+        }
+        //������������
+        List<Integer> allOrgIdWithoutDuplicates = allOrgId.stream().distinct().collect(Collectors.toList());
+        //������������list���������������mac
+        List<String> deviceMacList = new ArrayList<>();
+        //������������map���Mac������key���device������value
+        Map<String,Device> deviceMap = new HashMap<>();
+        for (Integer orgIdWithoutDuplicates:allOrgIdWithoutDuplicates) {
+            //������id������������������
+            QueryWrapper<Device> wrapper_device = new QueryWrapper<>();
+            wrapper_device.eq("is_delete",Constants.NOT_DELETE).eq("organization_id",orgIdWithoutDuplicates);
+            List<Device> devices = new ArrayList<>();
+            devices = deviceMapper.selectList(wrapper_device);
+            if (devices.size()>0){
+                for (Device device:devices) {
+                    String mac = device.getMac();
+                    deviceMacList.add(mac);
+                    deviceMap.put(mac,device);
+                }
+            }else {
+                continue;
+            }
+        }
+        //������������
+        SimpleDateFormat df = new SimpleDateFormat("yyyy-MM-dd HH");
+        Calendar calendar = Calendar.getInstance();
+        calendar.set(Calendar.HOUR_OF_DAY,calendar.get(Calendar.HOUR_OF_DAY)-1);
+        String time = df.format(calendar.getTime())+":00:00";
+        resultMap.put("time",time);
+        String timeUnits =  DateUtils.dateToDateString(calendar.getTime(), DateUtils.yyyyMM_EN);
+        List<Map<String,Object>> historyHourlyDatas = new ArrayList<>();
+        historyHourlyDatas = historyHourlyMapper.selectDataByMacsAndTime(timeUnits, deviceMacList, time);
+        List<Object> list = new ArrayList<>();
+        List<Double> longitudeList = new ArrayList<>();
+        List<Double> latitudeList = new ArrayList<>();
+        for (Map historyHourlyData:historyHourlyDatas) {
+            List<Object> list1 = new ArrayList<>();
+            String mac = historyHourlyData.get("mac").toString();
+            Device device = deviceMap.get(mac);
+            double longitude = device.getLongitude();
+            double latitude = device.getLatitude();
+            longitudeList.add(longitude);
+            latitudeList.add(latitude);
+            JSONObject value = JSONObject.parseObject(historyHourlyData.get("value").toString());
+            double num = Double.parseDouble(value.get(parameters.get("sensor_code")).toString());
+            int level = PollutantUtils.pollutantLevel(num, (parameters.get("sensor_code")).toString());
+            list1.add(longitude);
+            list1.add(latitude);
+            list1.add(level);
+            list.add(list1);
+        }
+        resultMap.put("list",list);
+        double latitudeMin = Collections.min(latitudeList)-0.0018;
+        double latitudeMax = Collections.max(latitudeList)+0.0018;
+        double longitudeMin = Collections.min(longitudeList)-0.2/(111*Math.cos(latitudeMin));
+        double longitudeMax = Collections.max(longitudeList)+0.2/(111*Math.cos(latitudeMin));
+        List<Double> bound = new ArrayList<>();
+        bound.add(longitudeMin);
+        bound.add(latitudeMax);
+        bound.add(longitudeMax);
+        bound.add(latitudeMin);
+        resultMap.put("bound",bound);
+        List<List> bound1 = new ArrayList<>();
+        List<Double> left_up = new ArrayList<>();
+        left_up.add(latitudeMax);
+        left_up.add(longitudeMin);
+        List<Double> right_up = new ArrayList<>();
+        right_up.add(latitudeMax);
+        right_up.add(longitudeMax);
+        List<Double> left_down = new ArrayList<>();
+        left_down.add(latitudeMin);
+        left_down.add(longitudeMin);
+        List<Double> right_down = new ArrayList<>();
+        right_down.add(latitudeMin);
+        right_down.add(longitudeMax);
+        bound1.add(left_up);
+        bound1.add(right_up);
+        bound1.add(right_down);
+        bound1.add(left_down);
+        List<GeoCoordinate> geoCoordinates = new ArrayList<>();
+        for (List bo:bound1) {
+            GeoCoordinate g = new GeoCoordinate();
+            g.setLatitude(Double.parseDouble(bo.get(0).toString()));
+            g.setLongitude(Double.parseDouble(bo.get(1).toString()));
+            geoCoordinates.add(g);
+        }
+        GeoCoordinate centerPoint400 = GetCenterPointFromListOfCoordinates.getCenterPoint400(geoCoordinates);
+        List centerPoint = new ArrayList();
+        centerPoint.add(centerPoint400.getLongitude());
+        centerPoint.add(centerPoint400.getLatitude());
+        resultMap.put("centerPoint",centerPoint);
+        return resultMap;
+    }
+
+    @Override
+    public Map<String, Object> getLastTwelveHourDataByOrgIdAndSensorCode(Map parameters) {
+        Map<String, Object> resultMap = new HashMap<>();
+        int orgId = Integer.parseInt(parameters.get("organization_id").toString());
+        //���������������������������������id
+        List<Integer> allOrgId = new ArrayList<>();
+        allOrgId.add(orgId);
+        //������������
+        //���������������
+        List<Organization> allChildrenOrganization = organizationService.getChildrenOrganizationsById(orgId);
+        if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1){
+            for (Organization organization:allChildrenOrganization) {
+                allOrgId.add(organization.getId());
+            }
+        }
+        //������������
+        List<Integer> allOrgIdWithoutDuplicates = allOrgId.stream().distinct().collect(Collectors.toList());
+        //������������list���������������mac
+        List<String> deviceMacList = new ArrayList<>();
+        //������������map���Mac������key���device������value
+        Map<String,Device> deviceMap = new HashMap<>();
+        List<Double> longitudeList = new ArrayList<>();
+        List<Double> latitudeList = new ArrayList<>();
+        for (Integer orgIdWithoutDuplicates:allOrgIdWithoutDuplicates) {
+            //������id������������������
+            QueryWrapper<Device> wrapper_device = new QueryWrapper<>();
+            wrapper_device.eq("is_delete",Constants.NOT_DELETE).eq("organization_id",orgIdWithoutDuplicates);
+            List<Device> devices = new ArrayList<>();
+            devices = deviceMapper.selectList(wrapper_device);
+            if (devices.size()>0){
+                for (Device device:devices) {
+                    String mac = device.getMac();
+                    deviceMacList.add(mac);
+                    deviceMap.put(mac,device);
+                    double longitude = device.getLongitude();
+                    double latitude = device.getLatitude();
+                    longitudeList.add(longitude);
+                    latitudeList.add(latitude);
+                }
+            }else {
+                continue;
+            }
+        }
+        List<Object> list = new ArrayList<>();
+        //������������
+        SimpleDateFormat df = new SimpleDateFormat("yyyy-MM-dd HH");
+        for (int i=12;i>0;i--){
+            Calendar calendar = Calendar.getInstance();
+            calendar.set(Calendar.HOUR_OF_DAY,calendar.get(Calendar.HOUR_OF_DAY)-i);
+            String time = df.format(calendar.getTime())+":00:00";
+            String timeUnits =  DateUtils.dateToDateString(calendar.getTime(), DateUtils.yyyyMM_EN);
+            List<Map<String,Object>> historyHourlyDatas = new ArrayList<>();
+            historyHourlyDatas = historyHourlyMapper.selectDataByMacsAndTime(timeUnits, deviceMacList, time);
+            List<Object> oneHourlyList = new ArrayList<>();
+            for (Map historyHourlyData:historyHourlyDatas) {
+                List<Object> list1 = new ArrayList<>();
+                String mac = historyHourlyData.get("mac").toString();
+                Device device = deviceMap.get(mac);
+                double longitude = device.getLongitude();
+                double latitude = device.getLatitude();
+                JSONObject value = JSONObject.parseObject(historyHourlyData.get("value").toString());
+                double num = Double.parseDouble(value.get(parameters.get("sensor_code")).toString());
+                int level = PollutantUtils.pollutantLevel(num, (parameters.get("sensor_code")).toString());
+                list1.add(longitude);
+                list1.add(latitude);
+                list1.add(level);
+                oneHourlyList.add(list1);
+            }
+            list.add(oneHourlyList);
+        }
+        resultMap.put("list",list);
+        double latitudeMin = Collections.min(latitudeList)-0.0018;
+        double latitudeMax = Collections.max(latitudeList)+0.0018;
+        double longitudeMin = Collections.min(longitudeList)-0.2/(111*Math.cos(latitudeMin));
+        double longitudeMax = Collections.max(longitudeList)+0.2/(111*Math.cos(latitudeMin));
+        List<Double> bound = new ArrayList<>();
+        bound.add(latitudeMax);
+        bound.add(longitudeMax);
+        bound.add(latitudeMin);
+        bound.add(longitudeMin);
+        resultMap.put("bound",bound);
+        List<List> bound1 = new ArrayList<>();
+        List<Double> left_up = new ArrayList<>();
+        left_up.add(latitudeMax);
+        left_up.add(longitudeMin);
+        List<Double> right_up = new ArrayList<>();
+        right_up.add(latitudeMax);
+        right_up.add(longitudeMax);
+        List<Double> left_down = new ArrayList<>();
+        left_down.add(latitudeMin);
+        left_down.add(longitudeMin);
+        List<Double> right_down = new ArrayList<>();
+        right_down.add(latitudeMin);
+        right_down.add(longitudeMax);
+        bound1.add(left_up);
+        bound1.add(right_up);
+        bound1.add(right_down);
+        bound1.add(left_down);
+        List<GeoCoordinate> geoCoordinates = new ArrayList<>();
+        for (List bo:bound1) {
+            GeoCoordinate g = new GeoCoordinate();
+            g.setLatitude(Double.parseDouble(bo.get(0).toString()));
+            g.setLongitude(Double.parseDouble(bo.get(1).toString()));
+            geoCoordinates.add(g);
+        }
+        GeoCoordinate centerPoint400 = GetCenterPointFromListOfCoordinates.getCenterPoint400(geoCoordinates);
+        List centerPoint = new ArrayList();
+        centerPoint.add(centerPoint400.getLongitude());
+        centerPoint.add(centerPoint400.getLatitude());
+        resultMap.put("centerPoint",centerPoint);
+        return resultMap;
+    }
+
+    @Override
+    public Map<String, Object> getThermodynamicDiagramDataByOrgIdSensorCodeTime(Map<String, Object> parameters) {
+        Map<String, Object> resultMap = new HashMap<>();
+        int orgId = Integer.parseInt(parameters.get("organization_id").toString());
+        //���������������������������������id
+        List<Integer> allOrgId = new ArrayList<>();
+        allOrgId.add(orgId);
+        //������������
+        //���������������
+        List<Organization> allChildrenOrganization = organizationService.getChildrenOrganizationsById(orgId);
+        if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1){
+            for (Organization organization:allChildrenOrganization) {
+                allOrgId.add(organization.getId());
+            }
+        }
+        //������������
+        List<Integer> allOrgIdWithoutDuplicates = allOrgId.stream().distinct().collect(Collectors.toList());
+        //������������list���������������mac
+        List<String> deviceMacList = new ArrayList<>();
+        //������������map���Mac������key���device������value
+        Map<String,Device> deviceMap = new HashMap<>();
+        List<Double> longitudeList = new ArrayList<>();
+        List<Double> latitudeList = new ArrayList<>();
+        for (Integer orgIdWithoutDuplicates:allOrgIdWithoutDuplicates) {
+            //������id������������������
+            QueryWrapper<Device> wrapper_device = new QueryWrapper<>();
+            wrapper_device.eq("is_delete",Constants.NOT_DELETE).eq("organization_id",orgIdWithoutDuplicates);
+            List<Device> devices = new ArrayList<>();
+            devices = deviceMapper.selectList(wrapper_device);
+            if (devices.size()>0){
+                for (Device device:devices) {
+                    String mac = device.getMac();
+                    deviceMacList.add(mac);
+                    deviceMap.put(mac,device);
+                    double longitude = device.getLongitude();
+                    double latitude = device.getLatitude();
+                    longitudeList.add(longitude);
+                    latitudeList.add(latitude);
+                }
+            }else {
+                continue;
+            }
+        }
+        //������������
+        String time = parameters.get("time").toString().substring(0,13)+":00:00";
+        resultMap.put("time",time);
+        String timeUnits =  DateUtils.stringToDateString(time, DateUtils.yyyy_MM_dd_HH_mm_ss_EN, DateUtils.yyyyMM_EN);
+        List<Map<String,Object>> historyHourlyDatas = new ArrayList<>();
+        historyHourlyDatas = historyHourlyMapper.selectDataByMacsAndTime(timeUnits, deviceMacList, time);
+        List<Object> list = new ArrayList<>();
+        for (Map historyHourlyData:historyHourlyDatas) {
+            List<Object> list1 = new ArrayList<>();
+            String mac = historyHourlyData.get("mac").toString();
+            Device device = deviceMap.get(mac);
+            double longitude = device.getLongitude();
+            double latitude = device.getLatitude();
+            JSONObject value = JSONObject.parseObject(historyHourlyData.get("value").toString());
+            double num = Double.parseDouble(value.get(parameters.get("sensor_code")).toString());
+            int level = PollutantUtils.pollutantLevel(num, (parameters.get("sensor_code")).toString());
+            list1.add(longitude);
+            list1.add(latitude);
+            list1.add(level);
+            list.add(list1);
+        }
+        resultMap.put("list",list);
+        double latitudeMin = Collections.min(latitudeList)-0.0018;
+        double latitudeMax = Collections.max(latitudeList)+0.0018;
+        double longitudeMin = Collections.min(longitudeList)-0.2/(111*Math.cos(latitudeMin));
+        double longitudeMax = Collections.max(longitudeList)+0.2/(111*Math.cos(latitudeMin));
+        List<Double> bound = new ArrayList<>();
+        bound.add(longitudeMin);
+        bound.add(latitudeMin);
+        bound.add(longitudeMax);
+        bound.add(latitudeMax);
+        resultMap.put("bound",bound);
+        List<List> bound1 = new ArrayList<>();
+        List<Double> left_up = new ArrayList<>();
+        left_up.add(latitudeMax);
+        left_up.add(longitudeMin);
+        List<Double> right_up = new ArrayList<>();
+        right_up.add(latitudeMax);
+        right_up.add(longitudeMax);
+        List<Double> left_down = new ArrayList<>();
+        left_down.add(latitudeMin);
+        left_down.add(longitudeMin);
+        List<Double> right_down = new ArrayList<>();
+        right_down.add(latitudeMin);
+        right_down.add(longitudeMax);
+        bound1.add(left_up);
+        bound1.add(right_up);
+        bound1.add(right_down);
+        bound1.add(left_down);
+        List<GeoCoordinate> geoCoordinates = new ArrayList<>();
+        for (List bo:bound1) {
+            GeoCoordinate g = new GeoCoordinate();
+            g.setLatitude(Double.parseDouble(bo.get(0).toString()));
+            g.setLongitude(Double.parseDouble(bo.get(1).toString()));
+            geoCoordinates.add(g);
+        }
+        GeoCoordinate centerPoint400 = GetCenterPointFromListOfCoordinates.getCenterPoint400(geoCoordinates);
+        List centerPoint = new ArrayList();
+        centerPoint.add(centerPoint400.getLongitude());
+        centerPoint.add(centerPoint400.getLatitude());
+        resultMap.put("centerPoint",centerPoint);
+        return resultMap;
+    }
+
+    @Override
+    public List<Map<String, Object>> getThermodynamicDiagramDataByOrgIdSensorCodeTimeslot(Map<String, Object> parameters) {
+        int orgId = Integer.parseInt(parameters.get("organization_id").toString());
+        //���������������������������������id
+        List<Integer> allOrgId = new ArrayList<>();
+        allOrgId.add(orgId);
+        //������������
+        //���������������
+        List<Organization> allChildrenOrganization = organizationService.getChildrenOrganizationsById(orgId);
+        if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1){
+            for (Organization organization:allChildrenOrganization) {
+                allOrgId.add(organization.getId());
+            }
+        }
+        //������������
+        List<Integer> allOrgIdWithoutDuplicates = allOrgId.stream().distinct().collect(Collectors.toList());
+        //������������list���������������mac
+        List<String> deviceMacList = new ArrayList<>();
+        //������������map���Mac������key���device������value
+        Map<String,Device> deviceMap = new HashMap<>();
+        List<Double> longitudeList = new ArrayList<>();
+        List<Double> latitudeList = new ArrayList<>();
+        for (Integer orgIdWithoutDuplicates:allOrgIdWithoutDuplicates) {
+            //������id������������������
+            QueryWrapper<Device> wrapper_device = new QueryWrapper<>();
+            wrapper_device.eq("is_delete",Constants.NOT_DELETE).eq("organization_id",orgIdWithoutDuplicates);
+            List<Device> devices = new ArrayList<>();
+            devices = deviceMapper.selectList(wrapper_device);
+            if (devices.size()>0){
+                for (Device device:devices) {
+                    String mac = device.getMac();
+                    deviceMacList.add(mac);
+                    deviceMap.put(mac,device);
+                    double longitude = device.getLongitude();
+                    double latitude = device.getLatitude();
+                    longitudeList.add(longitude);
+                    latitudeList.add(latitude);
+                }
+            }else {
+                continue;
+            }
+        }
+        double latitudeMin = Collections.min(latitudeList)-0.0018;
+        double latitudeMax = Collections.max(latitudeList)+0.0018;
+        double longitudeMin = Collections.min(longitudeList)-0.2/(111*Math.cos(latitudeMin));
+        double longitudeMax = Collections.max(longitudeList)+0.2/(111*Math.cos(latitudeMin));
+        List<Double> bound = new ArrayList<>();
+        bound.add(longitudeMin);
+        bound.add(latitudeMin);
+        bound.add(longitudeMax);
+        bound.add(latitudeMax);
+        List<List> bound1 = new ArrayList<>();
+        List<Double> left_up = new ArrayList<>();
+        left_up.add(latitudeMax);
+        left_up.add(longitudeMin);
+        List<Double> right_up = new ArrayList<>();
+        right_up.add(latitudeMax);
+        right_up.add(longitudeMax);
+        List<Double> left_down = new ArrayList<>();
+        left_down.add(latitudeMin);
+        left_down.add(longitudeMin);
+        List<Double> right_down = new ArrayList<>();
+        right_down.add(latitudeMin);
+        right_down.add(longitudeMax);
+        bound1.add(left_up);
+        bound1.add(right_up);
+        bound1.add(right_down);
+        bound1.add(left_down);
+        List<GeoCoordinate> geoCoordinates = new ArrayList<>();
+        for (List bo:bound1) {
+            GeoCoordinate g = new GeoCoordinate();
+            g.setLatitude(Double.parseDouble(bo.get(0).toString()));
+            g.setLongitude(Double.parseDouble(bo.get(1).toString()));
+            geoCoordinates.add(g);
+        }
+        GeoCoordinate centerPoint400 = GetCenterPointFromListOfCoordinates.getCenterPoint400(geoCoordinates);
+        List centerPoint = new ArrayList();
+        centerPoint.add(centerPoint400.getLongitude());
+        centerPoint.add(centerPoint400.getLatitude());
+        List<Map<String, Object>> list = new ArrayList<>();
+        //������������
+        SimpleDateFormat df = new SimpleDateFormat("yyyy-MM-dd HH");
+        String endTime = parameters.get("endTime").toString();
+        int hour = Integer.parseInt(parameters.get("hour").toString());
+        Date newEndTime = new Date();
+        for (int i=hour;i>=0;i--){
+            Map<String, Object> resultMap = new HashMap<>();
+            //������������������������������
+            resultMap.put("centerPoint",centerPoint);
+            resultMap.put("bound",bound);
+            Calendar calendar = Calendar.getInstance();
+            try {
+                newEndTime = df.parse(endTime);
+            } catch (ParseException e) {
+                e.printStackTrace();
+            }
+            calendar.setTime(newEndTime);
+            calendar.set(Calendar.HOUR_OF_DAY,calendar.get(Calendar.HOUR_OF_DAY)-i);
+            String time = df.format(calendar.getTime())+":00:00";
+            //������������
+            resultMap.put("time",time);
+            String timeUnits =  DateUtils.dateToDateString(calendar.getTime(), DateUtils.yyyyMM_EN);
+            List<Map<String,Object>> historyHourlyDatas = new ArrayList<>();
+            historyHourlyDatas = historyHourlyMapper.selectDataByMacsAndTime(timeUnits, deviceMacList, time);
+            List<Object> oneHourlyList = new ArrayList<>();
+            for (Map historyHourlyData:historyHourlyDatas) {
+                List<Object> list1 = new ArrayList<>();
+                String mac = historyHourlyData.get("mac").toString();
+                Device device = deviceMap.get(mac);
+                double longitude = device.getLongitude();
+                double latitude = device.getLatitude();
+                JSONObject value = JSONObject.parseObject(historyHourlyData.get("value").toString());
+                double num = Double.parseDouble(value.get(parameters.get("sensor_code")).toString());
+                int level = PollutantUtils.pollutantLevel(num, (parameters.get("sensor_code")).toString());
+                list1.add(longitude);
+                list1.add(latitude);
+                list1.add(level);
+                oneHourlyList.add(list1);
+            }
+            resultMap.put("list",oneHourlyList);
+            list.add(resultMap);
+        }
+        return list;
+    }
+
+    /**
     * @Description: ���������������������������mac���������
             * @Param: [mac, startDate, endDate]
             * @return: java.util.List<com.moral.api.entity.HistoryHourly>

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