From 636af927431b46a0788b7d76233387923135ac0c Mon Sep 17 00:00:00 2001
From: 于紫祥_1901 <email@yuzixiang_1910>
Date: Tue, 01 Dec 2020 13:11:21 +0800
Subject: [PATCH] 数据空判断

---
 src/main/java/com/moral/controller/ScreenController.java | 1016 ++++++++++++++++++++++++++++++++++++++++++++++++++++-------
 1 files changed, 895 insertions(+), 121 deletions(-)

diff --git a/src/main/java/com/moral/controller/ScreenController.java b/src/main/java/com/moral/controller/ScreenController.java
index 68e80ef..fb4e86b 100644
--- a/src/main/java/com/moral/controller/ScreenController.java
+++ b/src/main/java/com/moral/controller/ScreenController.java
@@ -2,8 +2,11 @@
 
 import java.io.*;
 import java.lang.reflect.Array;
+import java.math.BigDecimal;
+import java.net.URLEncoder;
 import java.text.DateFormat;
 import java.text.DecimalFormat;
+import java.text.ParseException;
 import java.text.SimpleDateFormat;
 import java.time.LocalDateTime;
 import java.time.format.DateTimeFormatter;
@@ -17,6 +20,7 @@
 import com.alibaba.fastjson.JSONArray;
 
 import com.alibaba.fastjson.JSONObject;
+import com.fasterxml.jackson.databind.ObjectMapper;
 import com.googlecode.aviator.AviatorEvaluator;
 import com.googlecode.aviator.Expression;
 import com.moral.common.bean.Constants;
@@ -34,36 +38,21 @@
 import com.moral.entity.alarm.AlarmSensorLevel;
 import com.moral.entity.charts.DataSortCondition;
 import com.moral.entity.layout.RealTimeDeviceLayout;
-import com.moral.service.AccountService;
-import com.moral.service.AlarmConfigService;
-import com.moral.service.AlarmDailyService;
-import com.moral.service.AreaService;
-import com.moral.service.DeviceService;
-import com.moral.service.DeviceVersionService;
-import com.moral.service.DictionaryDataService;
-import com.moral.service.HangzhouAqiService;
-import com.moral.service.HistoryDailyService;
-import com.moral.service.HistoryHourlyService;
-import com.moral.service.HistoryMinutelyService;
-import com.moral.service.HistoryService;
-import com.moral.service.MachineActivateService;
-import com.moral.service.MonitorPointService;
-import com.moral.service.OrganizationLayoutService;
-import com.moral.service.OrganizationService;
-import com.moral.service.QualityDailyService;
-import com.moral.service.SensorService;
-import com.moral.service.SensorUnitService;
-import com.moral.service.WeatherService;
+import com.moral.mapper.HistoryMapper;
+import com.moral.service.*;
 import com.moral.util.*;
 
 import com.rabbitmq.client.*;
 import com.rabbitmq.client.Channel;
+
 import io.swagger.annotations.Api;
 import io.swagger.annotations.ApiImplicitParam;
 import io.swagger.annotations.ApiImplicitParams;
 import io.swagger.annotations.ApiOperation;
+import io.swagger.models.auth.In;
 import jdk.nashorn.internal.runtime.regexp.joni.Regex;
 import net.sf.json.JSONString;
+
 import org.apache.commons.collections.CollectionUtils;
 import org.apache.commons.collections.MapUtils;
 import org.apache.commons.net.ftp.FTPClient;
@@ -103,6 +92,9 @@
 @Api(tags = "Screen", description = "������������")
 public class ScreenController {
     public static Logger log = Logger.getLogger(ScreenController.class);
+
+    @Resource
+    private HistoryMapper historyMapper;
     @Resource
     AlarmConfigService alarmConfigService;
     @Resource
@@ -116,6 +108,9 @@
     MonitorPointService monitorPointService;
     @Resource
     DeviceVersionService deviceVersionService;
+
+  /*  @Resource
+    HistorySpecialService historySpecialService;*/
 
     /**
      * The screen service.
@@ -175,6 +170,15 @@
 
     @Resource
     private QualityDailyService qualityDailyService;
+
+    @Resource
+    private DeviceRoadService deviceRoadService;
+
+    @Resource
+    private ScreenVersionService screenVersionService;
+
+    @Resource
+    private DeviceAdjustValueTimingService deviceAdjustValueTimingService;
 
     /**
      * Screen login. ������������
@@ -691,28 +695,73 @@
         return new ResultBean<List<MonitorPoint>>(monitorPoints);
     }
 
+
+    /*
+     * ���������monitorPoint=368&mac=p5dnd7a0392018&sensorKey=e92&time=2020-08-11
+     * ���������������������������
+     * */
     @GetMapping("report_avg_datas")
     public ResultBean<List<Map<String, Object>>> getMonitorPointOrDeviceAvgData(HttpServletRequest request)
             throws Exception {
         Map<String, Object> parameters = getParametersStartingWith(request, null);
+        //������������������������������������������������
         ParameterUtils.getTimeType4Time(parameters);
-        parameters.put("monitorPointId", parameters.remove("monitorPoint"));
-        Object sensorKey = parameters.remove("sensorKey");
-        parameters.put("sensors", Arrays.asList(sensorKey));
-        // monitorPointService.isCompensateCalculation(parameters);
-        List<Map<String, Object>> list = historyMinutelyService.getMonitorPointOrDeviceAvgData(parameters);
+        String time1 = (String) parameters.get("time");
+        time1 = time1.replaceAll(" ", "");
+        parameters.put("time",time1);
 
-        for (Map<String, Object> map : list) {
-            String time = map.get("time").toString();
-            time = time.substring(time.length() - 2);
-            map.put("time", Integer.valueOf(time));
-            if(parameters.get("type").equals("day")){
-                map.put("time", Integer.valueOf(time)+1);
+        String mac1 = (String) parameters.get("mac");
+        List<Map<String, Object>> list = null;
+        if (mac1 != null && mac1.equals("p5dnd7a0392018") && time1.substring(0, 4).equals("2019")) {
+            list = null;
+        } else {
+            parameters.put("monitorPointId", parameters.remove("monitorPoint"));
+            Object sensorKey = parameters.remove("sensorKey");
+            parameters.put("sensors", Arrays.asList(sensorKey));
+            // monitorPointService.isCompensateCalculation(parameters);
+            list = historyMinutelyService.getMonitorPointOrDeviceAvgData(parameters);
+
+
+            /* 0���������������������11������������0���������������������1-24������������������������0������������������������������������24������������
+                ������������������24���������������23-24���������24������������������������0���������������
+             */
+            /*������������start-------------------------------------------------------------------------*/
+            list.remove(0);
+            if (list.size() == 23) {
+                SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
+                SimpleDateFormat sdf2 = new SimpleDateFormat("yyyy-MM-dd");
+                //���������������������yyyy-MM-dd HH:mm:ss
+                time1 = time1 + " 00:00:00";
+                Date date = sdf.parse(time1);
+                date = DateUtil.rollDay(date, 1);
+                //������������������������
+                String time2 = sdf2.format(date);
+                parameters.put("time", time2);
+                /*���������������0������������������24���������������������������*/
+                List<Map<String, Object>> nextDayList = historyMinutelyService.getMonitorPointOrDeviceAvgData(parameters);
+                if(!ObjectUtils.isEmpty(nextDayList)){
+                    time1=time1.replaceAll(" 00:00:00"," 24");
+                    Map<String, Object> datas = nextDayList.get(0);
+                    datas.put("time",time1);
+                    list.add(datas);
+                }
             }
-            map.put("value", map.remove(sensorKey));
+            /*������������end-------------------------------------------------------------------------*/
+
+
+            for (Map<String, Object> map : list) {
+                String time = map.get("time").toString();
+                time = time.substring(time.length() - 2);
+                map.put("time", Integer.valueOf(time));
+             /*   if (parameters.get("type").equals("day")) {
+                    map.put("time", Integer.valueOf(time) + 1);
+                }*/
+                map.put("value", map.remove(sensorKey));
+            }
         }
         return new ResultBean<List<Map<String, Object>>>(list);
     }
+
 
     @GetMapping("report_alarm_datas")
     public ResultBean<List<Map<String, Object>>> getAlarmData(HttpServletRequest request) throws Exception {
@@ -860,7 +909,6 @@
 
         List<Map<String, Object>> monitorList = historyMinutelyService.getMonitorPointOrDeviceAvgData(parameters);
         List<Map<String, Object>> areaList = hangzhouAqiService.getAreaAvgDataByAreaCode(parameters);
-
         if (areaList.isEmpty() && monitorList.isEmpty()) {
             return new ResultBean<List<Map<String, Object>>>(resultList);
         } else if (areaList.isEmpty()) {
@@ -1057,7 +1105,41 @@
     public ResultBean<List<MonitorPoint>> getMonitorPointsAndDevicesByRegion(HttpServletRequest request)
             throws Exception {
         Map<String, Object> parameters = WebUtils.getParametersStartingWith(request, null);
+        String regionCode = parameters.get("regionCode").toString();
         List<MonitorPoint> monitorPoints = monitorPointService.getMonitorPointsAndDevicesByRegion(parameters);
+
+        //������������������������������
+        if (regionCode.startsWith("1309")) {
+            List<Integer> orgIds = new ArrayList<>();
+            Collections.addAll(orgIds, 60, 65, 159, 165, 166);
+            Iterator<MonitorPoint> iter = monitorPoints.iterator();
+            while (iter.hasNext()) {
+                MonitorPoint next = iter.next();
+                Integer mpId = next.getId();
+                Integer orgId = next.getOrganizationId();
+                if (!orgIds.contains(orgId)) {
+                    iter.remove();
+                } else {
+                    if (orgId == 60) {
+                        if (mpId != 56) {
+                            iter.remove();
+                        }
+                    } else if (orgId == 65) {
+                        if (mpId != 83 && mpId != 84) {
+                            iter.remove();
+                        }
+                    }
+                }
+            }
+        }
+
+        //������������monitorPoint������������������device.getName()������������
+        for (MonitorPoint monitorPoint : monitorPoints) {
+            List<Device> deviceList = monitorPoint.getDevices();
+            deviceList.sort((Device o1, Device o2) -> {
+                return o1.getName().compareTo(o2.getName());
+            });
+        }
         return new ResultBean<List<MonitorPoint>>(monitorPoints);
     }
 
@@ -1411,12 +1493,13 @@
     public ModelAndView pollutionSource(ModelAndView model, HttpServletRequest request) throws Exception {
         Map<String, Object> parameters = WebUtils.getParametersStartingWith(request, null);
         String timeStr = parameters.get("time").toString();
-        String YearAndDay = timeStr.substring(0, timeStr.lastIndexOf("-"));
+        String yearAndDay = timeStr.substring(0, timeStr.lastIndexOf("-"));
         String Hour = timeStr.substring(timeStr.lastIndexOf("-") + 1);
-        String time = YearAndDay + " " + Hour + ":00:00";
+        String time = yearAndDay + " " + Hour + ":00:00";
         DateTimeFormatter dateTimeFormatter = DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss");
         LocalDateTime timeLocalDateTime = LocalDateTime.parse(time, dateTimeFormatter);
         int month = timeLocalDateTime.getMonth().getValue();
+        parameters.put("yearAndDay",yearAndDay);
         Point dirPoint = historyHourlyService.getDirPoint(parameters);
         Map<String, Object> getPollutionSourceData = historyHourlyService.getPollutionSourceDataByHour(parameters);
         if (MapUtils.isEmpty(getPollutionSourceData)) {
@@ -1500,13 +1583,15 @@
         String startHour = st.substring(st.lastIndexOf("-") + 1);
         String startTime = startYearAndDay + " " + startHour + ":00:00";
         String et = parameters.get("endTime").toString();
+        String endYearAndDay = et.substring(0, st.lastIndexOf("-"));
         String endHour = et.substring(et.lastIndexOf("-") + 1);
-        int endHourValue = Integer.valueOf(endHour);
+        String endTime = endYearAndDay + " " + endHour + ":00:00";
+       /* int endHourValue = Integer.valueOf(endHour);
         int startHourValue = Integer.valueOf(startHour);
         if (endHourValue <= startHourValue) {
             endHourValue = startHourValue + 1;
         }
-        String endTime = startYearAndDay + " " + endHourValue + ":00:00";
+        String endTime = startYearAndDay + " " + endHourValue + ":00:00";*/
         parameters.put("startTime", startTime);
         parameters.put("endTime", endTime);
         String mac = parameters.get("mac").toString();
@@ -1521,6 +1606,7 @@
             params.put("sensorInfo", sensorList);
             params.put("sensorsMap", sensorsMap);
             String paramsJson = params.toJSONString();
+            //System.out.println(paramsJson);
             model.addObject("carTrajectoryParams", paramsJson);
             model.setViewName("cartrajectory");
             return model;
@@ -1612,6 +1698,7 @@
     @RequestMapping(value = "/newMap-page", method = RequestMethod.GET)
     public ModelAndView newMap(ModelAndView model, @RequestParam("areaCode") long code,
                                @RequestParam("accountId") int accountId) {
+
         Account account = accountService.getAccountById(accountId);
         List<MonitorPoint> monitorPointList = monitorPointService.getMonitorPointListByAccountId(accountId);
         String regionName = areaService.queryFullNameByCode(code);
@@ -1910,8 +1997,8 @@
             if (minAngle > (Double) longAndLatiList.get(j).get("angle")) {
                 minAngle = (Double) longAndLatiList.get(j).get("angle");
                 indexAngle = j;
-            }else {
-                indexAngle=indexAngle;
+            } else {
+                indexAngle = indexAngle;
             }
         }
         preAngleDeviceList.add(deviceList.get((Integer) longAndLatiList.get(indexAngle).get("h")));
@@ -1949,32 +2036,31 @@
 
     @GetMapping("/allDevice")
     @ResponseBody
-    public Map<String,List> getAllDevice() {
-        List<String> macList=deviceService.getAllMac();
-        Map<String,List> latlngMap=new HashMap<String,List>();
-        Map devMap=null;
-        List list=new ArrayList();
+    public Map<String, List> getAllDevice() {
+        List<String> macList = deviceService.getAllMac();
+        Map<String, List> latlngMap = new HashMap<String, List>();
+        Map devMap = null;
+        List list = new ArrayList();
         for (String mac : macList) {
-            devMap=new HashMap();
-            if (mac!=null){
-                Device device=deviceService.byMacGetDevice(mac);
-                List list1= LatLngTransformation.Convert_BD09_To_GCJ02(device.getLatitude(),device.getLongitude());
-                if (device.getState()!=4+""){
-                    devMap.put("state",device.getState());
+            devMap = new HashMap();
+            if (mac != null) {
+                Device device = deviceService.byMacGetDevice(mac);
+                List list1 = LatLngTransformation.Convert_BD09_To_GCJ02(device.getLatitude(), device.getLongitude());
+                if (device.getState() != 4 + "") {
+                    devMap.put("state", device.getState());
                 }
-                devMap.put("lat",list1.get(1));
-                devMap.put("lng",list1.get(0));
-                devMap.put("monitorPointId",device.getMonitorPointId());
+                devMap.put("lat", list1.get(1));
+                devMap.put("lng", list1.get(0));
+                devMap.put("monitorPointId", device.getMonitorPointId());
                 //System.out.println(device);
                 list.add(devMap);
-            }else {
+            } else {
                 continue;
             }
         }
-        latlngMap.put("latlng",list);
+        latlngMap.put("latlng", list);
         return latlngMap;
     }
-
 
 
     @GetMapping("/windAndDeviceData")
@@ -1983,38 +2069,38 @@
         Calendar calendar = Calendar.getInstance();
         calendar.set(Calendar.MINUTE, (calendar.get(Calendar.MINUTE) - 2));
         SimpleDateFormat df = new SimpleDateFormat("yyyy-MM-dd HH:mm");
-        String time = df.format(calendar.getTime())+":00";
+        //String time = df.format(calendar.getTime()) + ":00";
         int year = calendar.get(Calendar.YEAR);
         int month = calendar.get(Calendar.MONTH) + 1;
         String mon;
-        if (month<10){
-            mon="0"+month;
-        }else {
-            mon=""+month;
+        if (month < 10) {
+            mon = "0" + month;
+        } else {
+            mon = "" + month;
         }
-        String table="history_minutely_"+year+mon;
-        List list=deviceService.byMonitorIdGetDeviceAndWind(monitorPointId,time,table);
+        String table = "history_five_minutely_" + year + mon;
+        List list = deviceService.byMonitorIdGetDeviceAndWind(monitorPointId, table);
         return list;
     }
+
+    //������������
     @GetMapping("/windAndDeviceDataByArea")
     @ResponseBody
     public List windAndDeviceDataByArea(String monitorPointId) {
         Calendar calendar = Calendar.getInstance();
         calendar.set(Calendar.MINUTE, (calendar.get(Calendar.MINUTE) - 2));
         SimpleDateFormat df = new SimpleDateFormat("yyyy-MM-dd HH:mm");
-        String time = df.format(calendar.getTime())+":00";
+        String time = df.format(calendar.getTime()) + ":00";
         int year = calendar.get(Calendar.YEAR);
         int month = calendar.get(Calendar.MONTH) + 1;
         String mon;
-        if (month<10){
-            mon="0"+month;
-        }else {
-            mon=""+month;
+        if (month < 10) {
+            mon = "0" + month;
+        } else {
+            mon = "" + month;
         }
-        String table="history_minutely_"+year+mon;
-        log.info(table);
-        log.info(time);
-        List list=deviceService.byMonitorIdGetDeviceAndWindSpecial(monitorPointId,time,table);
+        String table = "history_five_minutely_" + year + mon;
+        List list = deviceService.byMonitorIdGetDeviceAndWindSpecial(monitorPointId, table);
         return list;
     }
 
@@ -2022,9 +2108,28 @@
     @ApiOperation(value = "���������������������������", notes = "���������������������������")
     @ApiImplicitParams(value = {
             @ApiImplicitParam(name = "monitorPointId", defaultValue = "1", value = "���������id", required = true, paramType = "query", dataType = "String"),
-            @ApiImplicitParam(name = "time", value = "���6���(���������2020-03-19)", required = true, paramType = "query", dataType = "String")})
+            @ApiImplicitParam(name = "time", value = "������(���������2020-03-19)", required = true, paramType = "query", dataType = "String")})
     public ResultBean<List<Map<String, Object>>> getWeatherNextDayDataByRegion(HttpServletRequest request) throws Exception {
         Map<String, Object> parameters = getParametersStartingWith(request, null);
+        List<String> sensorKeys=new ArrayList<>();
+        sensorKeys.add("e15");
+        parameters.put("sensorKeys",sensorKeys);
+        List<Map<String, Object>> resultList = weatherService.getForecastAndReal(parameters);
+        return new ResultBean<List<Map<String, Object>>>(resultList);
+    }
+
+
+    @GetMapping("forecastPM")
+    @ApiOperation(value = "������������������������������", notes = "������������������������������")
+    @ApiImplicitParams(value = {
+            @ApiImplicitParam(name = "monitorPointId", defaultValue = "1", value = "���������id", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "time", value = "������(���������2020-03-19)", required = true, paramType = "query", dataType = "String")})
+    public ResultBean<List<Map<String, Object>>> getForecastAndRealPM(HttpServletRequest request) throws Exception {
+        Map<String, Object> parameters = getParametersStartingWith(request, null);
+        List<String> sensorKeys=new ArrayList<>();
+        sensorKeys.add("e1");
+        sensorKeys.add("e2");
+        parameters.put("sensorKeys",sensorKeys);
         List<Map<String, Object>> resultList = weatherService.getForecastAndReal(parameters);
         return new ResultBean<List<Map<String, Object>>>(resultList);
     }
@@ -2065,7 +2170,7 @@
     }
 
     @PostMapping("updateForecastWeather")
-    public void updateForecastWeather(HttpServletRequest request){
+    public void updateForecastWeather(HttpServletRequest request) {
         Map<String, Object> parameters = getParametersStartingWith(request, null);
         weatherService.updateForecastWeather(parameters);
     }
@@ -2090,10 +2195,10 @@
         List<Map<String, Object>> device_sensorList = sensorService.getSensorByDeviceId(device.get("id").toString());
         Map<String, Object> device_sensorUnit_map = new HashMap<>();
         for (Map<String, Object> device_sensorMap : device_sensorList) {
-            device_sensorUnit_map.put(device_sensorMap.get("sensor_key").toString(),device_sensorMap.get("unit"));
+            device_sensorUnit_map.put(device_sensorMap.get("sensor_key").toString(), device_sensorMap.get("unit"));
         }
         Map<String, String> sensorMap = sensorService.getSensorsMap(parameters);
-        if (startTime.length()==10&&endTime.length()==10){
+        if (startTime.length() == 10 && endTime.length() == 10) {
             //������������������
             Date dd = new Date();
             //���������
@@ -2102,7 +2207,7 @@
             String nowTime = sim.format(dd);
             int days = endTime.compareTo(nowTime);
             //System.out.println(days);
-            List<String> dayList = DatesUtil.findDaysStr(startTime,endTime);
+            List<String> dayList = DatesUtil.findDaysStr(startTime, endTime);
             //System.out.println("dayList:"+dayList);
             /*if (days<0){
                 Date date=null;
@@ -2118,86 +2223,88 @@
                 endTime=new SimpleDateFormat("yyyy-MM-dd").format(calendar.getTime());
             }*/
             List<Map<String, Object>> sameDayHourlyList = null;
-            if (days>=0){
+            if (days >= 0) {
                 SimpleDateFormat df = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
                 //������������������������
                 String currentTime = df.format(dd);
-                sameDayHourlyList = historyHourlyService.getDataByTimeSlot(mac,nowTime,currentTime);
+                sameDayHourlyList = historyHourlyService.getDataByTimeSlot(mac, nowTime, currentTime);
             }
-            List<Map<String, Object>> dataList = historyDailyService.getDataByTimeSlot(mac,startTime,endTime);
-            if (dataList.isEmpty()){
+            List<Map<String, Object>> dataList = historyDailyService.getDataByTimeSlot(mac, startTime, endTime);
+            if (dataList.isEmpty()) {
                 return null;
             }
             Set<String> keys = sensorMap.keySet();
-            for (String key:keys) {
-                Map<String,Object> oneSensorMap = new LinkedHashMap<>();
-                oneSensorMap.put("monitorPointName",monitorPointMap.get("name"));
-                oneSensorMap.put("deviceName",device.get("name"));
-                oneSensorMap.put("sersorKey",sensorMap.get(key)+"���"+device_sensorUnit_map.get(key)+"���");
-                for (String day:dayList) {
-                    for (Map<String, Object> dataMap: dataList) {
+            for (String key : keys) {
+                Map<String, Object> oneSensorMap = new LinkedHashMap<>();
+                oneSensorMap.put("monitorPointName", monitorPointMap.get("name"));
+                oneSensorMap.put("deviceName", device.get("name"));
+                oneSensorMap.put("sersorKey", sensorMap.get(key) + "���" + device_sensorUnit_map.get(key) + "���");
+                for (String day : dayList) {
+                    for (Map<String, Object> dataMap : dataList) {
                         JSONObject dataJson = JSONObject.parseObject(dataMap.get("json").toString());
-                        if (dataMap.get("time").toString().equals(day+" 00:00:00.0")){
-                            oneSensorMap.put(dataMap.get("time").toString().substring(0,10),dataJson.getJSONArray(key).get(2));
+                        if (dataMap.get("time").toString().equals(day + " 00:00:00.0")) {
+                            oneSensorMap.put(dataMap.get("time").toString().substring(0, 10), dataJson.getJSONArray(key).get(0));
                             break;
-                        }else {
+                        } else {
                             continue;
                         }
                     }
-                    if(!oneSensorMap.containsKey(day)){
-                        oneSensorMap.put(day,"");
+                    if (!oneSensorMap.containsKey(day)) {
+                        oneSensorMap.put(day, "");
                     }
                 }
 
                 Double avg = 0.0;
-                if (sameDayHourlyList != null){
-                    for (Map sameDayHourlyMap:sameDayHourlyList){
+                if (sameDayHourlyList != null) {
+                    for (Map sameDayHourlyMap : sameDayHourlyList) {
                         List<Double> arr = new ArrayList<>();
                         JSONObject hourlyJson = JSONObject.parseObject(sameDayHourlyMap.get("json").toString());
-                        arr.add(Double.parseDouble(hourlyJson.getJSONArray(key).get(2).toString()));
+                        arr.add(Double.parseDouble(hourlyJson.getJSONArray(key).get(0).toString()));
                         Double sum = 0.0;
-                        for (int i=0;i<arr.size();i++){
+                        for (int i = 0; i < arr.size(); i++) {
                             sum += arr.get(i);
                         }
                         avg = sum / arr.size();
                     }
-                    oneSensorMap.put(nowTime,avg);
+                    oneSensorMap.put(nowTime, avg);
                 }
                 list.add(oneSensorMap);
             }
-        }else if (startTime.length()==13&&endTime.length()==13){
+        } else if (startTime.length() == 13 && endTime.length() == 13) {
             StringBuilder startTime_sb = new StringBuilder(startTime);
-            startTime_sb.replace(10,11," ");
-            startTime = startTime_sb.toString()+":00:00";
+            startTime_sb.replace(10, 11, " ");
+            startTime = startTime_sb.toString() + ":00:00";
             StringBuilder endTime_sb = new StringBuilder(endTime);
-            endTime_sb.replace(10,11," ");
-            endTime = endTime_sb.toString()+":00:00";
+            endTime_sb.replace(10, 11, " ");
+            endTime = endTime_sb.toString() + ":00:00";
 
-            List<String> hoursList = DatesUtil.findHoursStr(startTime,endTime);
+            List<String> hoursList = DatesUtil.findHoursStr(startTime, endTime);
             //System.out.println("hoursList:"+hoursList);
 
-            List<Map<String, Object>> hourlyList = historyHourlyService.getDataByTimeSlot(mac,startTime,endTime);
-            if (hourlyList.isEmpty()){
+            List<Map<String, Object>> hourlyList = historyHourlyService.getDataByTimeSlot(mac, startTime, endTime);
+            if (hourlyList.isEmpty()) {
                 return null;
             }
             Set<String> keys = sensorMap.keySet();
-            for (String key:keys) {
-                Map<String,Object> oneSensorMap = new LinkedHashMap<>();
-                oneSensorMap.put("monitorPointName",monitorPointMap.get("name"));
-                oneSensorMap.put("deviceName",device.get("name"));
-                oneSensorMap.put("sersorKey",sensorMap.get(key)+"���"+device_sensorUnit_map.get(key)+"���");
-                for (String hour:hoursList) {
-                    for (Map<String, Object> hourlyMap: hourlyList) {
+            for (String key : keys) {
+                Map<String, Object> oneSensorMap = new LinkedHashMap<>();
+                oneSensorMap.put("monitorPointName", monitorPointMap.get("name"));
+                oneSensorMap.put("deviceName", device.get("name"));
+                oneSensorMap.put("sersorKey", sensorMap.get(key) + "���" + device_sensorUnit_map.get(key) + "���");
+                for (String hour : hoursList) {
+                    for (Map<String, Object> hourlyMap : hourlyList) {
                         JSONObject dataJson = JSONObject.parseObject(hourlyMap.get("json").toString());
-                        if (hourlyMap.get("time").toString().equals(hour+".0")){
-                            oneSensorMap.put(hourlyMap.get("time").toString().substring(0,19),dataJson.getJSONArray(key).get(2));
-                            break;
-                        }else {
+                        if (hourlyMap.get("time").toString().equals(hour + ".0")) {
+                            if (dataJson.getJSONArray(key) != null) {
+                                oneSensorMap.put(hourlyMap.get("time").toString().substring(0, 19), dataJson.getJSONArray(key).get(0));
+                                break;
+                            }
+                        } else {
                             continue;
                         }
                     }
-                    if(!oneSensorMap.containsKey(hour)){
-                        oneSensorMap.put(hour,"");
+                    if (!oneSensorMap.containsKey(hour)) {
+                        oneSensorMap.put(hour, "");
                     }
                 }
                 /*for (Map<String, Object> hourlyMap: hourlyList) {
@@ -2207,10 +2314,677 @@
                 }*/
                 list.add(oneSensorMap);
             }
-        }else {
+        } else {
             return null;
         }
         return new ResultBean<List<Map<String, Object>>>(list);
     }
 
-}
+
+    @GetMapping("/contrastFactor")
+    @ApiOperation(value = "������������", notes = "������������")
+    @ApiImplicitParams(value = {
+            @ApiImplicitParam(name = "mac", value = "������mac", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "sensor", value = "������", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "time", value = "������(���������2020-03-19���20���21)", required = true, paramType = "query", dataType = "String")})
+    public ResultBean<List<Map<String, Object>>> contrastFactor(HttpServletRequest request) throws Exception {
+        Map<String, Object> parameters = getParametersStartingWith(request, null);
+        List list = historyHourlyService.getDataByMacAndTime(parameters);
+        //System.out.println(list);
+        return new ResultBean<List<Map<String, Object>>>(list);
+    }
+
+    @GetMapping("/getAlarm")
+    @ResponseBody
+    public List<DeviceRoad> getAlarm(@Param("windData") String windData, @Param("code") String code, @Param("mac") String mac, @Param("speedLevel") String speedLevel) {
+        List<DeviceRoad> alarmData = deviceRoadService.getAlarmData(windData, code, mac, speedLevel);
+        return alarmData;
+    }
+
+    @GetMapping("multiDeviceContrast")
+    @ApiOperation(value = "���������������������", notes = "���������������������")
+    @ApiImplicitParams(value = {
+            @ApiImplicitParam(name = "macs", value = "������mac,���������������������������", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "sensorKey", value = "���������key", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "time", value = "������,������(���������2018-03-12)", required = true, paramType = "query", dataType = "String"),})
+    public ResultBean<List<Map<String, Object>>> multiDeviceSensor(HttpServletRequest request) throws Exception {
+        Map<String, Object> parameters = getParametersStartingWith(request, null);
+        ParameterUtils.getTimeType4Time(parameters);
+        List<Map<String, Object>> list = historyMinutelyService.getMultiDeviceSensorData(parameters);
+        return new ResultBean<List<Map<String, Object>>>(list);
+    }
+
+
+    @PostMapping("/tellAlarm")
+    @ResponseBody
+    public List<List> tellAlarm(String states, String orgId, String accountId, String states1, String regionCode) {
+        JSONArray stateList = JSONArray.parseArray(states);//���������������������
+        JSONArray stateList1 = JSONArray.parseArray(states1);//���10������������������
+        List<List> lookList = new ArrayList<>();
+        Map params = new HashMap();
+        String lookString = "";
+        //������������������������������������������������������������������������������
+        //���������������������������������������null
+        if (stateList1 != null && !states.equals(states1)) {
+            List<Map> listDevice = JSONObject.parseArray(stateList.toJSONString(), Map.class);
+            List<Map> listDevice1 = JSONObject.parseArray(stateList1.toJSONString(), Map.class);
+            //���������������������������������������
+            List<Map> deviceList = new ArrayList<Map>();
+            List<Map> deviceList1 = new ArrayList<Map>();
+            //���������������������id
+            List orgList = new ArrayList();
+            for (Map devices : listDevice) {
+                int monitorId = Integer.parseInt((String) devices.get("id"));
+                MonitorPoint monitorPoint = monitorPointService.byIdGetMonitorPoint(monitorId);
+                int org_id = monitorPoint.getOrganizationId();
+                orgList.add(org_id);
+                List<Map> devicesList = (List<Map>) devices.get("devices");
+                if (!devicesList.isEmpty()) {
+                    if (devicesList.size() > 1) {
+                        for (Map map : devicesList) {
+                            deviceList.add(map);
+                        }
+                    } else {
+                        deviceList.add((Map) ((List) devices.get("devices")).get(0));
+                    }
+                }
+            }
+            for (Map devices1 : listDevice1) {
+                int monitorId = Integer.parseInt((String) devices1.get("id"));
+                MonitorPoint monitorPoint = monitorPointService.byIdGetMonitorPoint(monitorId);
+                int org_id = monitorPoint.getOrganizationId();
+                List<Map> devicesList = (List<Map>) devices1.get("devices");
+                if (!devicesList.isEmpty()) {
+                    if (devicesList.size() > 1) {
+                        for (Map map : devicesList) {
+                            deviceList1.add(map);
+                        }
+                    } else {
+                        deviceList1.add((Map) ((List) devices1.get("devices")).get(0));
+                    }
+                }
+            }
+            List<String> macList = new ArrayList<String>();
+            //������������������������������������������mac���
+            for (Map map : deviceList) {
+                String state = (String) map.get("state");
+                String mac = (String) map.get("mac");
+                for (Map map1 : deviceList1) {
+                    String state1 = (String) map1.get("state");
+                    String mac1 = (String) map1.get("mac");
+                    if (mac.equals(mac1)) {
+                        if (Integer.parseInt(state) > Integer.parseInt(state1) && Integer.parseInt(state) != 4 /*&& Integer.parseInt(state1) == 0*/) {
+                            macList.add(mac + "-" + state + "-" + state1);
+                        }
+                    }
+                }
+            }
+            //������������������������
+            LinkedHashSet<Integer> orgS = new LinkedHashSet<Integer>(orgList);
+            SimpleDateFormat formatter = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
+            Date date = new Date(System.currentTimeMillis());
+            Date date1 = new Date(System.currentTimeMillis() - 1000);
+            //������������������
+            String time = formatter.format(date);
+            //������������������������������
+            String time1 = formatter.format(date1);
+            List<Map> alarmList = new ArrayList<Map>();
+            for (Integer org : orgS) {
+                int orgNum = alarmConfigService.containOrgId(org);
+                Map<String, Object> eMap = new HashMap<String, Object>();
+                if (orgNum == 1) {
+                    String alarmConfig = alarmConfigService.getValueByOrganizationId(Integer.parseInt(String.valueOf(org)));
+                    Map hashMap = JSON.parseObject(alarmConfig, HashMap.class);
+                    Map alarmLevels = (Map) hashMap.get("alarmLevels");
+                    //������������������������106���������
+                    for (int i = 1; i < 106; i++) {
+                        if (alarmLevels.containsKey("e" + i)) {
+                            Map map = (Map) alarmLevels.get("e" + i);
+                            if (!map.isEmpty()) {
+                                Integer enable = (Integer) map.get("enable");
+                                List increment = (List) map.get("increment");
+                                if (enable == 1) {
+                                    if (!(increment.get(0).toString().equals("0") && increment.get(1).toString().equals("0"))) {
+                                        eMap.put("e" + i, increment);
+                                    } else {
+                                        continue;
+                                    }
+                                } else {
+                                    continue;
+                                }
+                            }
+                        }
+                    }
+                } else {
+                    String defultAlarm = dictionaryDataService.getDefultAlarm();
+                    Map hashMap = JSON.parseObject(defultAlarm, HashMap.class);
+                    Map alarmLevels = (Map) hashMap.get("alarmLevels");
+                    //������������������������106���������
+                    for (int i = 1; i < 106; i++) {
+                        if (alarmLevels.containsKey("e" + i)) {
+                            Map map = (Map) alarmLevels.get("e" + i);
+                            if (!map.isEmpty()) {
+                                Integer enable = (Integer) map.get("enable");
+                                List increment = (List) map.get("increment");
+                                if (enable == 1) {
+                                    if (!(increment.get(0).toString().equals("0") && increment.get(1).toString().equals("0"))) {
+                                        eMap.put("e" + i, increment);
+                                    } else {
+                                        continue;
+                                    }
+                                } else {
+                                    continue;
+                                }
+                            }
+                        }
+                    }
+                }
+                Map map = new HashMap();
+                map.put("eMap", eMap);
+                map.put("org", org);
+                alarmList.add(map);
+            }
+            for (Map aEMap : alarmList) {
+                List<Map> values = new ArrayList<Map>();
+                if (macList.size() > 0) {
+                    for (String sMac : macList) {
+                        String[] aMac = sMac.split("-");
+                        String mac = aMac[0];
+                        //������������������������������������������������������������������������������������������������������������������������������������������������
+                        String value = historyService.getValueByMacAndTime(mac, time, time1);
+                        Map<String, String> map = new HashMap<String, String>();
+                        if (value == null) {
+                            Date date2 = new Date(System.currentTimeMillis() - 2000);
+                            //������������������������������
+                            String time2 = formatter.format(date1);
+                            value = historyService.getValueByMacAndTime(mac, time, time2);
+                            if (value == null) {
+                                Date date3 = new Date(System.currentTimeMillis() - 3000);
+                                //������������������������������
+                                String time3 = formatter.format(date1);
+                                value = historyService.getValueByMacAndTime(mac, time, time3);
+                            }
+                        }
+                        if (value != null) {
+                            map.put("mac", mac);
+                            map.put("value", value);
+                            map.put("state", aMac[1]);
+                            map.put("state1", aMac[2]);
+                            values.add(map);
+                        } else {
+                            continue;
+                        }
+                    }
+                }
+
+                if (values.size() > 0 && values.size() == macList.size()) {
+                    for (Map dataMap : values) {
+                        String oId = deviceService.byMacGetOrgId((String) dataMap.get("mac"));
+                        if (!(aEMap.get("org").toString()).equals(oId)) {
+                            continue;
+                        }
+                        List<String> list = new ArrayList<String>();
+                        Map sensorMap = JSONObject.parseObject((String) dataMap.get("value"));
+                        Iterator<String> iter = sensorMap.keySet().iterator();
+                        while (iter.hasNext()) {
+                            String key = iter.next();
+                            list.add(key);
+                        }
+                        String state = (String) dataMap.get("state");
+                        String state1 = (String) dataMap.get("state1");
+                        List<Map> mapList = new ArrayList();
+                        for (String key : list) {
+                            if (((Map) aEMap.get("eMap")).containsKey(key)) {
+                                Double val = Double.valueOf(sensorMap.get(key).toString());
+                                List valueList = (List) ((Map) aEMap.get("eMap")).get(key);
+                                Device device = deviceService.byMacGetDevice((String) dataMap.get("mac"));
+                                Map<String, Object> sensors = sensorService.getSensorBySensorKey(key);
+                                if (key.equals("e1") || key.equals("e2") || key.equals("e10") || key.equals("e11") || key.equals("e15") || key.equals("e16")) {
+                                    //������������������������
+                                    if ((state1.equals("0") || state1.equals("1")) && Integer.parseInt(state) > 1) {
+                                        if (val > Double.valueOf(String.valueOf(valueList.get(1)))) {
+                                            Map lookMap = new HashMap();
+                                            lookMap.put("time", time);
+                                            lookMap.put("name", device.getName());
+                                            lookMap.put("sensor", sensors.get("description"));
+                                            lookMap.put("value", val + "" + sensors.get("unit"));
+                                            mapList.add(lookMap);
+                                            //lookString = time+" "+device.getName()+sensors.get("description")+"="+val + sensors.get("unit")+"������";
+                                            //System.out.println(time + "====" + device.getName() + "=====" + sensors.get("description") + "======" + val + sensors.get("unit"));
+                                        }
+                                    }
+                                } else {//���������������������������
+                                    if (state1.equals("0")) {
+                                        if (val > Double.valueOf(String.valueOf(valueList.get(0)))) {
+                                            Map lookMap = new HashMap();
+                                            lookMap.put("time", time);
+                                            lookMap.put("name", device.getName());
+                                            lookMap.put("sensor", sensors.get("description"));
+                                            lookMap.put("value", val + "" + sensors.get("unit"));
+                                            mapList.add(lookMap);
+                                        }
+                                    }
+                                }
+
+                            }
+                        }
+                        if (mapList.size() > 0) {
+                            lookList.add(mapList);
+                        } else {
+                            continue;
+                        }
+                    }
+                }
+            }
+        }
+        return lookList;
+    }
+
+    /*  @GetMapping("/lianxian")
+      @ApiOperation(value = "������", notes = "������" )
+      @GetMapping("multiDeviceContrast")
+      @ApiOperation(value = "���������������������", notes = "���������������������")
+      @ApiImplicitParams(value = {
+              @ApiImplicitParam(name = "macs", value = "������mac,���������������������������", required = true, paramType = "query", dataType = "String"),
+              @ApiImplicitParam(name = "sensorKey", value = "���������key", required = true, paramType = "query", dataType = "String"),
+              @ApiImplicitParam(name = "time", value = "������,������(���������2018-03-12)", required = true, paramType = "query", dataType = "String"),})
+      public ResultBean<List<Map<String, Object>>> multiDeviceSensor(HttpServletRequest request) throws Exception {
+          Map<String, Object> parameters = getParametersStartingWith(request, null);
+          ParameterUtils.getTimeType4Time(parameters);
+          List<Map<String, Object>> list = historyMinutelyService.getMultiDeviceSensorData(parameters);
+          return new ResultBean<List<Map<String, Object>>>(list);
+      }
+
+      /*
+      * ���������������������������������������������
+      */
+    @GetMapping("screenVersion")
+    public Map<String, Object> getScreenVersion(HttpServletRequest request) {
+        Map<String, Object> parameters = getParametersStartingWith(request, null);
+        String version = parameters.get("version").toString();
+        return screenVersionService.getScreenVersion(version);
+    }
+
+    @GetMapping("allDeviceExcel")
+    @ApiOperation(value = "���������������������������������", notes = "���������������������������������")
+    @ApiImplicitParams(value = {
+            @ApiImplicitParam(name = "monitorPoint", value = "������������id", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "sensorKey", value = "���������key,������������������", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "startTime", value = "������������(���������2020-08-03)", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "endTime", value = "������������(���������2020-08-04)", required = false, paramType = "query", dataType = "String")})
+    public ResultBean<List<Map<String, Object>>> getAllDeviceDataToExcel(HttpServletRequest request) throws Exception {
+        Map<String, Object> parameters = WebUtils.getParametersStartingWith(request, null);
+        List<Map<String, Object>> list = historyMinutelyService.getAllDeviceDataToExcel(parameters);
+        return new ResultBean<List<Map<String, Object>>>(list);
+    }
+
+    /*@PostMapping("insertAdjustValue")
+    @ApiOperation(value = "���������������������������������", notes = "���������������������������������")
+    @ApiImplicitParams(value = {
+            @ApiImplicitParam(name = "id", value = "������id", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "time", value = "���������������08:30:00���", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "dataArray", value = "������", required = false, paramType = "query", dataType = "String")})
+    public void insertAdjustValue(HttpServletRequest request) throws Exception {
+        Map<String, Object> parameters = WebUtils.getParametersStartingWith(request, null);
+        int device_id = Integer.parseInt(parameters.get("id").toString());
+        String hour_minute_second = parameters.get("time").toString();
+        String[] arr = hour_minute_second.split(":");
+        int seconds = Integer.parseInt(arr[0])*3600+Integer.parseInt(arr[1])*60+Integer.parseInt(arr[2]);
+        String value = parameters.get("dataArray").toString();
+        deviceAdjustValueTimingService.insertData(device_id,seconds,value);;
+    }*/
+
+    @PostMapping("insertAdjustValue")
+    public  int insertAdjustValue(@RequestBody HashMap map){
+        try{
+            int device_id = Integer.parseInt(map.get("id").toString());
+            String time = map.get("time").toString();
+            String[] arr = time.split(":");
+            int seconds = Integer.parseInt(arr[0])*3600+Integer.parseInt(arr[1])*60+Integer.parseInt(arr[2]);
+            //String t = URLEncoder.encode(������,"UTF-8")
+            List list = (List) map.get("dataArray");
+            String val="";
+            for (int i = 0; i <list.size() ; i++) {
+                if (i==0){
+                    val=val+list.get(i);
+                }else {
+                    val=val+","+list.get(i);
+                }
+            }
+            String value = "{"+val+"}";
+            deviceAdjustValueTimingService.insertData(device_id,seconds,value);
+            return 1;
+        }catch (Exception e){
+            log.warn(e);
+        }
+        return 0;
+    }
+
+    @RequestMapping("/biaozhun")
+    @ResponseBody
+    public List<Device> queryDevice(String macOrName){
+        List<Device> deviceList = new ArrayList<>();
+        if (!macOrName.equals("")){
+             deviceList= deviceService.getDevice(macOrName);
+        }
+        return deviceList;
+    }
+
+    @RequestMapping("/getBiaoZhun")
+    @ResponseBody
+    public List<DeviceAdjustValueTiming> getBiaoZhun(String id){
+        List<DeviceAdjustValueTiming> dataByDeviceid = deviceAdjustValueTimingService.getDataByDeviceid(Integer.parseInt(id));
+        for (DeviceAdjustValueTiming deviceAdjustValueTiming : dataByDeviceid) {
+            int seconds = Integer.parseInt(deviceAdjustValueTiming.getSeconds());
+            String hour = String.valueOf(seconds/3600);
+            int millAndSeconds = seconds%3600;
+            String mill = String.valueOf(millAndSeconds/60);
+            String second = String.valueOf(millAndSeconds%60);
+            if (hour.length()<2){
+                hour="0"+hour;
+            }
+            if (mill.length()<2){
+                mill="0"+mill;
+            }
+            if (second.length()<2){
+                second="0"+second;
+            }
+            String time = hour+":"+mill+":"+second;
+            Map<String, String> value = deviceAdjustValueTiming.getValue();
+            Collection<String> values = value.values();
+            deviceAdjustValueTiming.setSeconds(time);
+        }
+        return dataByDeviceid;
+    }
+
+
+    @RequestMapping("/getSensor")
+    @ResponseBody
+    public  List<Map<String, Object>> getSensor(String id){
+        List<Map<String, Object>> allSensors = sensorService.getSensorByDeviceId(id);
+        return allSensors;
+    }
+
+    @RequestMapping("/deleteBiaoZhun")
+    @ResponseBody
+    public int deleteBiaoZhun(String id){
+        int i= deviceAdjustValueTimingService.delete(id);
+        return i;
+    }
+
+
+    @GetMapping("/monitorAVGData")
+    @ApiOperation(value = "monitor������������������", notes = "monitor������������������")
+    @ApiImplicitParams(value = {
+            @ApiImplicitParam(name = "monitorPointIds", value = "������monitorid", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "time", value = "������(���������2020-03-19)", required = true, paramType = "query", dataType = "String")})
+    public ResultBean<List<Map<String,Object>>> monitorAVGData(HttpServletRequest request) throws Exception {
+        Map<String, Object> parameters = getParametersStartingWith(request, null);
+        String monitorPointIds = (String) parameters.get("monitorPointIds");
+        String time = (String) parameters.get("time");
+        time = time+" 00:00:00";
+        SimpleDateFormat simpleDateFormat = new SimpleDateFormat("yyyy-MM-dd mm:HH:ss");//���������������MM
+        Date date = simpleDateFormat.parse(time);
+        Calendar calendar = new GregorianCalendar();
+        calendar.setTime(date);
+        calendar.add(calendar.DATE,+1);
+        String date1= simpleDateFormat.format(date);
+        String date2= simpleDateFormat.format(calendar.getTime());
+        String[] mIds = monitorPointIds.split(",");
+        List<List<Map<String,Object>>> lists = new ArrayList<>();
+        if (mIds.length==1 && mIds.length!=0){
+            String mId = mIds[0];
+            List<Map<String,Object>> dataAvbByMIdAndTime = historyHourlyService.getDataAvbByMIdAndTime(mId, date1, date2);
+            Double maxO3 = Double.parseDouble(dataAvbByMIdAndTime.get(dataAvbByMIdAndTime.size() - 1).get("maxO3").toString());
+            Map<String,Object> dailyAvgData =new HashMap<>();
+            if (dataAvbByMIdAndTime.get(dataAvbByMIdAndTime.size() - 2).get("data")!=""){
+                dailyAvgData = (Map<String, Object>) dataAvbByMIdAndTime.get(dataAvbByMIdAndTime.size() - 2).get("data");
+                dailyAvgData.put("maxO3_8h",new BigDecimal(maxO3).setScale(0,BigDecimal.ROUND_HALF_UP).doubleValue());
+            }else {
+                dailyAvgData= historyHourlyService.getAvgDataByMId(mId, date1, date2);
+                if (dailyAvgData!=null){
+                    dailyAvgData.put("maxO3_8h",new BigDecimal(maxO3).setScale(0,BigDecimal.ROUND_HALF_UP).doubleValue());
+                }else {
+                    dailyAvgData = new HashMap<>();
+                    dailyAvgData.put("PM2_5","");
+                    dailyAvgData.put("NO2","");
+                    dailyAvgData.put("SO2","");
+                    dailyAvgData.put("PM10","");
+                    dailyAvgData.put("O3_day","");
+                    dailyAvgData.put("CO","");
+                }
+            }
+            dataAvbByMIdAndTime.remove(dataAvbByMIdAndTime.size() - 1);
+            dataAvbByMIdAndTime.remove(dataAvbByMIdAndTime.size() - 1);
+            Map<String,Object> dayMap = new HashMap<>();
+            dayMap.put("data",dailyAvgData);
+            dayMap.put("time",date1.substring(0,11));
+            dataAvbByMIdAndTime.add(dayMap);
+            for (int i = 0; i <dataAvbByMIdAndTime.size() ; i++) {
+                if (i!=dataAvbByMIdAndTime.size()-1){
+                    Map<String, Object> map1 = AQICalculation2.hourlyAQI((Map<String, Object>) dataAvbByMIdAndTime.get(i).get("data"));
+                    if (Double.parseDouble(map1.get("AQI").toString())>50.0){
+                        ((Map<String, Object>) dataAvbByMIdAndTime.get(i).get("data")).put("primary_pollutants",map1.get("maxSensor"));
+                        ((Map<String, Object>) dataAvbByMIdAndTime.get(i).get("data")).put("AQI",map1.get("AQI"));
+                    }else {
+                        ((Map<String, Object>) dataAvbByMIdAndTime.get(i).get("data")).put("primary_pollutants","-");
+                        ((Map<String, Object>) dataAvbByMIdAndTime.get(i).get("data")).put("AQI",map1.get("AQI"));
+                    }
+                }else {
+                    Map<String, Object> map1 = AQICalculation2.dayAQI((Map<String, Object>) dataAvbByMIdAndTime.get(i).get("data"));
+                    if (map1.get("AQI").toString().equals("")){
+                        break;
+                    }
+                        if (Double.parseDouble(map1.get("AQI").toString())>50.0){
+                            ((Map<String, Object>) dataAvbByMIdAndTime.get(i).get("data")).put("primary_pollutants",map1.get("maxSensor"));
+                            ((Map<String, Object>) dataAvbByMIdAndTime.get(i).get("data")).put("AQI",map1.get("AQI"));
+                        }else {
+                            ((Map<String, Object>) dataAvbByMIdAndTime.get(i).get("data")).put("primary_pollutants","-");
+                            ((Map<String, Object>) dataAvbByMIdAndTime.get(i).get("data")).put("AQI",map1.get("AQI"));
+                        }
+                }
+            }
+            List timeList = new ArrayList();
+            for (int q = 0; q < dataAvbByMIdAndTime.size(); q++) {
+                timeList.add(dataAvbByMIdAndTime.get(q).get("time"));
+            }
+            if (dataAvbByMIdAndTime.size()<25){
+                for (int j = 1; j < 25; j++) {
+                    Map<String,Object> map = null;
+                    for (int q = 0; q < dataAvbByMIdAndTime.size(); q++) {
+                        if (dataAvbByMIdAndTime.get(q).get("time").toString().length() > 2){
+                            continue;
+                        }else {
+                            // System.out.println(Integer.parseInt(dataAvbByMIdAndTime.get(q).get("time").toString())+"==="+j);
+                            String sj="";
+                            if (j<10){
+                                sj="0"+j;
+                            }else {
+                                if (j==24){
+                                    sj="00";
+                                }else {
+                                    sj=""+j;
+                                }
+                            }
+                            if (!timeList.contains(sj)){
+                                map = new HashMap<>();
+                                map.put("time",sj);
+                                Map map1 = new HashMap();
+                                map1.put("PM2_5","");
+                                map1.put("NO2","");
+                                map1.put("primary_pollutants","-");
+                                map1.put("SO2","");
+                                map1.put("O3","");
+                                map1.put("PM10","");
+                                map1.put("O3_8h","");
+                                map1.put("CO","");
+                                map1.put("AQI","");
+                                map.put("data",map1);
+                                dataAvbByMIdAndTime.add(map);
+                                break;
+                            }else {
+                                break;
+                            }
+                        }
+                    }
+                }
+            }
+             /* for (int i1 = 0; i1 < dataAvbByMIdAndTime.size(); i1++) {
+                    System.out.println(dataAvbByMIdAndTime.get(i1));
+                }*/
+            Collections.sort(dataAvbByMIdAndTime, new Comparator<Map<String, Object>>(){
+                public int compare(Map<String, Object> o1, Map<String, Object> o2) {
+                    String name1 =(String)o1.get("time");//name1���������list������������������������
+                    String name2= (String)o2.get("time"); //name1���������list���������������������������name
+                    return name1.compareTo(name2);
+                }
+            });
+            Map map1 = dataAvbByMIdAndTime.get(0);
+            dataAvbByMIdAndTime.remove(0);
+            dataAvbByMIdAndTime.add(map1);
+            for (int j = 0; j <dataAvbByMIdAndTime.size() ; j++) {
+                if (dataAvbByMIdAndTime.get(j).get("time").toString().length()>2){
+                    Map map2 = dataAvbByMIdAndTime.get(j);
+                    dataAvbByMIdAndTime.remove(j);
+                    dataAvbByMIdAndTime.add(map2);
+                }
+            }
+            if (dataAvbByMIdAndTime.size()==1){
+                dataAvbByMIdAndTime=null;
+            }
+            lists.add(dataAvbByMIdAndTime);
+            //List<Device> devicesByMonitorPointId = deviceService.getDevicesByMonitorPointId(Integer.valueOf(mId));
+        }else {
+            for (int i = 0; i <mIds.length ; i++) {
+                List<Map<String,Object>> dataAvbByMIdAndTime = historyHourlyService.getDataAvbByMIdAndTime(mIds[i], date1, date2);
+                Double maxO3 = Double.parseDouble(dataAvbByMIdAndTime.get(dataAvbByMIdAndTime.size() - 1).get("maxO3").toString());
+                Map<String,Object> dailyAvgData =new HashMap<>();
+                if (dataAvbByMIdAndTime.get(dataAvbByMIdAndTime.size() - 2).get("data")!=""){
+                    dailyAvgData = (Map<String, Object>) dataAvbByMIdAndTime.get(dataAvbByMIdAndTime.size() - 2).get("data");
+                    dailyAvgData.put("maxO3_8h",new BigDecimal(maxO3).setScale(0,BigDecimal.ROUND_HALF_UP).doubleValue());
+                }else {
+                    dailyAvgData= historyHourlyService.getAvgDataByMId(mIds[i], date1, date2);
+                    if (dailyAvgData!=null){
+                        dailyAvgData.put("maxO3_8h",new BigDecimal(maxO3).setScale(0,BigDecimal.ROUND_HALF_UP).doubleValue());
+                    }else {
+                        dailyAvgData = new HashMap<>();
+                        dailyAvgData.put("PM2_5","");
+                        dailyAvgData.put("NO2","");
+                        dailyAvgData.put("SO2","");
+                        dailyAvgData.put("PM10","");
+                        dailyAvgData.put("O3_day","");
+                        dailyAvgData.put("CO","");
+                    }
+                }
+                dataAvbByMIdAndTime.remove(dataAvbByMIdAndTime.size() - 1);
+                dataAvbByMIdAndTime.remove(dataAvbByMIdAndTime.size() - 1);
+                Map<String,Object> dayMap = new HashMap<>();
+                dayMap.put("data",dailyAvgData);
+                dayMap.put("time",date1.substring(0,11));
+                dataAvbByMIdAndTime.add(dayMap);
+                List timeList = new ArrayList();
+                for (int q = 0; q < dataAvbByMIdAndTime.size(); q++) {
+                    timeList.add(dataAvbByMIdAndTime.get(q).get("time"));
+                }
+                  if (dataAvbByMIdAndTime.size()<25){
+                    for (int j = 1; j < 25; j++) {
+                        Map<String,Object> map = null;
+                        for (int q = 0; q < dataAvbByMIdAndTime.size(); q++) {
+                            if (dataAvbByMIdAndTime.get(q).get("time").toString().length() > 2){
+                                continue;
+                            }else {
+                               // System.out.println(Integer.parseInt(dataAvbByMIdAndTime.get(q).get("time").toString())+"==="+j);
+                                String sj="";
+                                if (j<10){
+                                    sj="0"+j;
+                                }else {
+                                    if (j==24){
+                                        sj="00";
+                                    }else {
+                                        sj=""+j;
+                                    }
+                                }
+                                if (!timeList.contains(sj)){
+                                    map = new HashMap<>();
+                                    map.put("time",sj);
+                                    Map map1 = new HashMap();
+                                    map1.put("PM2_5","");
+                                    map1.put("NO2","");
+                                    map1.put("SO2","");
+                                    map1.put("O3","");
+                                    map1.put("PM10","");
+                                    map1.put("O3_8h","");
+                                    map1.put("CO","");
+                                    map.put("data",map1);
+                                    dataAvbByMIdAndTime.add(map);
+                                    break;
+                                }else {
+                                    break;
+                                }
+                            }
+                        }
+
+                    }
+                }
+                Collections.sort(dataAvbByMIdAndTime, new Comparator<Map<String, Object>>(){
+                    public int compare(Map<String, Object> o1, Map<String, Object> o2) {
+                        String name1 =(String)o1.get("time");//name1���������list������������������������
+                        String name2= (String)o2.get("time"); //name1���������list���������������������������name
+                        return name1.compareTo(name2);
+                    }
+                });
+                Map map1 = dataAvbByMIdAndTime.get(0);
+                dataAvbByMIdAndTime.remove(0);
+                dataAvbByMIdAndTime.add(map1);
+                for (int j = 0; j <dataAvbByMIdAndTime.size() ; j++) {
+                    if (dataAvbByMIdAndTime.get(j).get("time").toString().length()>2){
+                        Map map2 = dataAvbByMIdAndTime.get(j);
+                        dataAvbByMIdAndTime.remove(j);
+                        dataAvbByMIdAndTime.add(map2);
+                    }
+                }
+                lists.add(dataAvbByMIdAndTime);
+            }
+            List<Map<String, Object>> dataByMonitorPoints = historyHourlyService.getDataByMonitorPoints(mIds, date1, date2);
+            lists.add(dataByMonitorPoints);
+        }
+        List<Map<String, Object>> rList =new ArrayList<>();
+        if (lists.size()==1 && lists.get(0)!=null){
+            for (int i = 0; i < lists.get(0).size(); i++) {
+                List list = new ArrayList();
+                list.add(lists.get(0).get(i).get("data"));
+                Map map = new HashMap();
+                map.put("data",list);
+                map.put("time",lists.get(0).get(i).get("time"));
+                rList.add(map);
+            }
+
+        } else if (lists.size()==1 && lists.get(0)==null){
+            rList.add(null);
+        }else {
+            for (int j = 0; j < lists.get(0).size(); j++) {
+                Map<String, Object> listMap = new HashMap();
+                List<Map> mapList = new ArrayList<>();
+                if (lists.get(0).size() == 1) {
+                    mapList.add(null);
+                } else {
+                    mapList.add((Map) lists.get(0).get(j).get("data"));
+                }
+                for (int i = 1; i < lists.size(); i++) {
+                    if (lists.get(i).size() == 1) {
+                        mapList.add(null);
+                        listMap.put("data", mapList);
+                    } else {
+                        if (lists.get(0).get(j).get("time").equals(lists.get(i).get(j).get("time"))) {
+                            mapList.add((Map) lists.get(i).get(j).get("data"));
+                        }
+                        listMap.put("time", lists.get(0).get(j).get("time"));
+                        listMap.put("data", mapList);
+                    }
+                }
+                rList.add(listMap);
+            }
+        }
+        return new ResultBean<List<Map<String,Object>>>(rList);
+    }
+}
\ No newline at end of file

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