From 9a3d7f190717a6e3af608ffa0d78c66b6bcc0e8a Mon Sep 17 00:00:00 2001
From: 于紫祥_1901 <email@yuzixiang_1910>
Date: Thu, 10 Sep 2020 15:23:07 +0800
Subject: [PATCH] 因子对比

---
 src/main/java/com/moral/controller/ScreenController.java |  970 ++++++++++++++++++++++++++++++++++++++++++++++++--------
 1 files changed, 829 insertions(+), 141 deletions(-)

diff --git a/src/main/java/com/moral/controller/ScreenController.java b/src/main/java/com/moral/controller/ScreenController.java
index 0a39b4f..637e37d 100644
--- a/src/main/java/com/moral/controller/ScreenController.java
+++ b/src/main/java/com/moral/controller/ScreenController.java
@@ -1,9 +1,7 @@
 package com.moral.controller;
 
-import java.io.BufferedReader;
-import java.io.ByteArrayInputStream;
-import java.io.InputStream;
-import java.io.InputStreamReader;
+import java.io.*;
+import java.lang.reflect.Array;
 import java.text.DateFormat;
 import java.text.DecimalFormat;
 import java.text.SimpleDateFormat;
@@ -15,32 +13,9 @@
 import javax.annotation.Resource;
 import javax.servlet.http.HttpServletRequest;
 
-import org.apache.commons.collections.CollectionUtils;
-import org.apache.commons.collections.MapUtils;
-import org.apache.commons.net.ftp.FTPClient;
-import org.apache.log4j.Logger;
-import org.dom4j.Document;
-import org.dom4j.Element;
-import org.dom4j.io.SAXReader;
-import org.springframework.beans.factory.annotation.Value;
-import org.springframework.cglib.beans.BeanMap;
-import org.springframework.data.redis.core.RedisTemplate;
-import org.springframework.security.access.prepost.PreAuthorize;
-import org.springframework.util.ObjectUtils;
-import org.springframework.web.bind.annotation.CrossOrigin;
-import org.springframework.web.bind.annotation.GetMapping;
-import org.springframework.web.bind.annotation.PostMapping;
-import org.springframework.web.bind.annotation.RequestBody;
-import org.springframework.web.bind.annotation.RequestMapping;
-import org.springframework.web.bind.annotation.RequestMethod;
-import org.springframework.web.bind.annotation.RequestParam;
-import org.springframework.web.bind.annotation.ResponseBody;
-import org.springframework.web.bind.annotation.RestController;
-import org.springframework.web.servlet.ModelAndView;
-import org.xml.sax.InputSource;
-
 import com.alibaba.fastjson.JSON;
 import com.alibaba.fastjson.JSONArray;
+
 import com.alibaba.fastjson.JSONObject;
 import com.googlecode.aviator.AviatorEvaluator;
 import com.googlecode.aviator.Expression;
@@ -53,15 +28,7 @@
 import com.moral.common.util.ValidateUtil;
 import com.moral.common.util.WebUtils;
 import com.moral.common.xml.Version;
-import com.moral.entity.Account;
-import com.moral.entity.AreaNames;
-import com.moral.entity.Device;
-import com.moral.entity.DeviceVersion;
-import com.moral.entity.MapBounds;
-import com.moral.entity.MonitorPoint;
-import com.moral.entity.Organization;
-import com.moral.entity.Point;
-import com.moral.entity.Region;
+import com.moral.entity.*;
 import com.moral.entity.alarm.AlarmConfig;
 import com.moral.entity.alarm.AlarmConfigValue;
 import com.moral.entity.alarm.AlarmSensorLevel;
@@ -87,16 +54,43 @@
 import com.moral.service.SensorService;
 import com.moral.service.SensorUnitService;
 import com.moral.service.WeatherService;
-import com.moral.util.AQICalculation;
-import com.moral.util.TempAllocationUtils;
+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 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;
+import org.apache.ibatis.annotations.Param;
+import org.apache.log4j.Logger;
+import org.dom4j.Document;
+import org.dom4j.Element;
+import org.dom4j.io.SAXReader;
+import org.springframework.beans.factory.annotation.Value;
+import org.springframework.cglib.beans.BeanMap;
+import org.springframework.data.redis.core.RedisTemplate;
+import org.springframework.security.access.prepost.PreAuthorize;
+import org.springframework.util.ObjectUtils;
+import org.springframework.web.bind.annotation.CrossOrigin;
+import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestBody;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RequestMethod;
+import org.springframework.web.bind.annotation.RequestParam;
+import org.springframework.web.bind.annotation.ResponseBody;
+import org.springframework.web.bind.annotation.RestController;
+import org.springframework.web.servlet.ModelAndView;
+import org.xml.sax.InputSource;
 import static com.moral.common.util.ResourceUtil.getValue;
 import static com.moral.common.util.WebUtils.getParametersStartingWith;
+import static java.util.Calendar.*;
 
 /**
  * The Class ScreenController.������������
@@ -180,6 +174,7 @@
 
     @Resource
     private QualityDailyService qualityDailyService;
+
 
     /**
      * Screen login. ������������
@@ -594,6 +589,12 @@
         return sensorsMapList;
     }
 
+    @GetMapping("/getSensorsAllMap")
+    public List<Map<String, String>> getSensorsAllMap(String mac) {
+        List<Map<String, String>> sensorsMapList = sensorService.getSensorsAllMap();
+        return sensorsMapList;
+    }
+
     @RequestMapping(value = "/get-monitorpoints", method = RequestMethod.GET)
     @ResponseBody
     public ResultBean getMonitorpointList(@RequestParam("orgId") String orgId, MapBounds mapBounds,
@@ -612,6 +613,15 @@
 
     @RequestMapping(value = "/get-devices", method = RequestMethod.GET)
     @ResponseBody
+    @ApiOperation(value = "������������", notes = "������������")
+    @ApiImplicitParams(value = {
+            @ApiImplicitParam(name = "orgId", defaultValue = "5", value = "������Id", required = true, paramType = "query", dataType = "Integer"),
+            @ApiImplicitParam(name = "regionCode", defaultValue = "320583", value = "������������", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "Fe", defaultValue = "31.485018", value = "���������������", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "Ge", defaultValue = "121.378395", value = "���������������", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "Ke", defaultValue = "31.296614", value = "���������������", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "Le", defaultValue = "120.59651", value = "���������������", required = true, paramType = "query", dataType = "String")
+    })
     public ResultBean getDevices(@RequestParam("orgId") Integer orgId, MapBounds mapBounds,
                                  @RequestParam("regionCode") String regionCode) {
         ResultBean<List<Device>> resultBean = new ResultBean();
@@ -696,6 +706,9 @@
             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);
@@ -838,119 +851,131 @@
         parameters.put("monitorPointId", parameters.remove("monitorPoint"));
         parameters.put("areaCode", parameters.remove("areaCode"));
         String[] sensorKeys = parameters.remove("sensorKey").toString().split(",");
+        String type = parameters.get("type").toString();
         String s = sensorKeys[0];
         parameters.put("sensors", Arrays.asList(sensorKeys));
         parameters.put("sensors2", s);
-        List<Map<String, Object>> monitorList = historyMinutelyService.getMonitorPointOrDeviceAvgData(parameters);
-        for (Map<String, Object> monitorMap : monitorList) {
-            String time = monitorMap.get("time").toString();
-            time = time.substring(time.length() - 2);
-            monitorMap.put("time", Integer.valueOf(time));
-        }
-        Integer maxTime = 0;
-        Integer max1 = 0;
-        if (monitorList.size() != 0) {
-            Map<String, Object> monitorMap = monitorList.get(monitorList.size() - 1);
-            max1 = Integer.valueOf(monitorMap.get("time").toString());
-        } else {
-            max1 = 0;
-        }
-        String sensorKey1 = s;
-        switch (s) {
-            case "e1":
-                sensorKey1 = "PM2_5";
-                break;
-            case "e2":
-                sensorKey1 = "PM10";
-                break;
-            case "e10":
-                sensorKey1 = "CO";
-                break;
-            case "e11":
-                sensorKey1 = "SO2";
-                break;
-            case "e15":
-                sensorKey1 = "O3";
-                break;
-            case "e16":
-                sensorKey1 = "NO2";
-                break;
-            default:
-                break;
-        }
-
-        parameters.put("sensors1", sensorKey1);
-
-        List<Map<String, Object>> areaList = historyMinutelyService.getAreaAvgDataByAreaCode(parameters);
-
-        if (areaList.isEmpty()) {
-            Integer areaCode = Integer.valueOf(request.getParameter("areaCode"));
-            areaCode = hangzhouAqiService.queryCityCode(areaCode);
-            parameters.remove("areaCode");
-            parameters.put("areaCode", String.valueOf(areaCode));
-            areaList = historyMinutelyService.getAreaAvgDataByAreaCode(parameters);
-        }
-
-        for (Map<String, Object> areaMap : areaList) {
-            String time = areaMap.get("time").toString();
-            time = time.substring(time.length() - 2);
-            areaMap.put("time", Integer.valueOf(time));
-        }
-
-        Integer max = 0;
-        if (areaList.size() != 0) {
-            Map<String, Object> areaMap = areaList.get(areaList.size() - 1);
-            max = Integer.valueOf(areaMap.get("time").toString());
-        } else {
-            max = 0;
-        }
-
-        if (max1 >= max) {
-            maxTime = max1;
-        } else {
-            maxTime = max;
-        }
 
         ArrayList<Map<String, Object>> resultList = new ArrayList<>();
 
-        for (int i = 0; i <= maxTime; i++) {
-            resultList.add(null);
+        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()) {
+            resultList.addAll(monitorList);
+            for (Map<String, Object> resultMap : resultList) {
+                String time = resultMap.get("time").toString();
+                time = time.substring(time.length() - 2);
+                resultMap.put("time", Integer.valueOf(time));
+                List<String> values = new ArrayList<>();
+                values.add("");
+                values.add(resultMap.remove(s).toString());
+                resultMap.put("values", values);
+            }
+            return new ResultBean<List<Map<String, Object>>>(resultList);
+        } else if (monitorList.isEmpty()) {
+            resultList.addAll(areaList);
+            for (Map<String, Object> resultMap : resultList) {
+                String time = resultMap.get("time").toString();
+                time = time.substring(time.length() - 2);
+                resultMap.put("time", Integer.valueOf(time));
+                List<String> values = new ArrayList<>();
+                values.add(resultMap.remove(s).toString());
+                values.add("");
+                resultMap.put("values", values);
+            }
+            return new ResultBean<List<Map<String, Object>>>(resultList);
         }
 
-        for (Map<String, Object> areaMap : areaList) {
-            Integer time = Integer.valueOf(areaMap.get("time").toString());
-            resultList.set(time, areaMap);
+        for (Map<String, Object> map : areaList) {
+            String time = map.get("time").toString();
+            time = time.substring(time.length() - 2);
+            map.put("time", Integer.valueOf(time));
         }
 
-        for (Map<String, Object> resultMap : resultList) {
-            for (Map<String, Object> monitorMap : monitorList) {
-                ArrayList<String> values = new ArrayList<>();
-                String monitorTime = monitorMap.get("time").toString();
-                if (resultMap != null) {
-                    String resultTime = resultMap.get("time").toString();
-                    if (resultTime.equals(monitorTime)) {
-                        String value = resultMap.remove(s).toString();
-                        String value1 = monitorMap.get(s).toString();
-                        values.add(value);
-                        values.add(value1);
-                        resultMap.put("values", values);
-                    }
-                } else {
-                    String value1 = monitorMap.get(s).toString();
-                    values.add(null);
-                    values.add(value1);
-                }
+        for (Map<String, Object> m : monitorList) {
+            String time = m.get("time").toString();
+            time = time.substring(time.length() - 2);
+            m.put("time", Integer.valueOf(time));
+        }
+
+        Integer maxTime;
+        Map<String, Object> areaMap = areaList.get(areaList.size() - 1);
+        Integer areaMax = Integer.valueOf(areaMap.get("time").toString());
+        Map<String, Object> monitorMap = monitorList.get(monitorList.size() - 1);
+        Integer monitorMax = Integer.valueOf(monitorMap.get("time").toString());
+
+        if (type.equals("day")) {
+            if (areaMax >= monitorMax) {
+                maxTime = areaMax + 1;
+            } else {
+                maxTime = monitorMax + 1;
+            }
+        } else {
+            if (areaMax >= monitorMax) {
+                maxTime = areaMax;
+            } else {
+                maxTime = monitorMax;
             }
         }
 
-        resultList.removeAll(Collections.singleton(null));
+        for (int i = 0; i < maxTime; i++) {
+            resultList.add(null);
+        }
 
-        for (Map<String, Object> resultMap : resultList) {
-            if (resultMap.containsKey(s)) {
+        for (Map<String, Object> map : areaList) {
+            Integer time = Integer.valueOf(map.get("time").toString());
+            if (type.equals("day")) {
+                resultList.set(time, map);
+            } else {
+                resultList.set(time - 1, map);
+            }
+        }
+
+        for (int i = 0; i < resultList.size(); i++) {
+            if (resultList.get(i) == null) {
+                Map<String, Object> hashMap = new HashMap<>();
+                if (type.equals("day")) {
+                    hashMap.put("time", i);
+                } else {
+                    hashMap.put("time", i + 1);
+                }
+                hashMap.put(s, "");
+                resultList.set(i, hashMap);
+            }
+        }
+
+        for (Map<String, Object> map1 : monitorList) {
+            ArrayList<String> values = new ArrayList<>();
+            Integer time = Integer.valueOf(map1.get("time").toString());
+            Map<String, Object> map;
+            if (type.equals("day")) {
+                map = resultList.get(time);
+            } else {
+                map = resultList.get(time - 1);
+            }
+            values.add(map.remove(s).toString());
+            values.add(map1.get(s).toString());
+            map.put("values", values);
+        }
+
+        for (Map<String, Object> map : resultList) {
+            if (map.containsKey(s)) {
                 ArrayList<String> values = new ArrayList<>();
-                values.add(resultMap.remove(s).toString());
-                values.add(null);
-                resultMap.put("values", values);
+                values.add(map.remove(s).toString());
+                values.add("");
+                map.put("values", values);
+            }
+        }
+
+        Iterator<Map<String, Object>> it = resultList.iterator();
+        while (it.hasNext()) {
+            Map<String, Object> next = it.next();
+            ArrayList<String> values = (ArrayList<String>) next.get("values");
+            if (values.get(0).equals("") && values.get(1).equals("")) {
+                it.remove();
             }
         }
         return new ResultBean<List<Map<String, Object>>>(resultList);
@@ -1163,9 +1188,7 @@
 	public ResultBean<Map<String, Object>> getSensor(HttpServletRequest request) throws Exception {
 		Map<String, Object> parameters = WebUtils.getParametersStartingWith(request, null);
 		String mac = (String) parameters.get("mac");
-		//System.out.println("ScreenController-----getSensor-----mac:"+mac);
 		Map<String, Object> map = sensorUnitService.getSensorByMac(mac);
-		System.out.println("ScreenController-----getSensor-----map:"+map);
 		return new ResultBean<Map<String, Object>>(map);
 	}*/
 
@@ -1233,7 +1256,6 @@
     })
     public ResultBean<List<Map<String, Object>>> AIForecast(HttpServletRequest request) throws Exception {
         Map<String, Object> parameters = getParametersStartingWith(request, null);
-        //System.out.println(parameters);
         String monitorPoint = (String) parameters.get("monitorPoint");
         String intoTime = parameters.get("time").toString();
         Date date = new SimpleDateFormat("yy-MM-dd").parse(intoTime);
@@ -1512,6 +1534,54 @@
         }
     }
 
+    @GetMapping("/trajectoryDataShow")
+    @ApiOperation(value = "���������������", notes = "���������������")
+    @ApiImplicitParams(value = {
+            @ApiImplicitParam(name = "mac", value = "������mac������������p5dnd7a0392081���", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "startTime", value = "������������(���������2020-03-19-14)", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "endTime", value = "������������(���������2020-03-19-17)", required = true, paramType = "query", dataType = "String")
+    })
+    public ModelAndView trajectoryDataShow(ModelAndView model, HttpServletRequest request) throws Exception {
+        Map<String, Object> parameters = WebUtils.getParametersStartingWith(request, null);
+        String st = parameters.get("startTime").toString();
+        String startYearAndDay = st.substring(0, st.lastIndexOf("-"));
+        String startHour = st.substring(st.lastIndexOf("-") + 1);
+        String startTime = startYearAndDay + " " + startHour + ":00:00";
+        String et = parameters.get("endTime").toString();
+        String endHour = et.substring(et.lastIndexOf("-") + 1);
+        int endHourValue = Integer.valueOf(endHour);
+        int startHourValue = Integer.valueOf(startHour);
+        if (endHourValue <= startHourValue) {
+            endHourValue = startHourValue + 1;
+        }
+        String endTime = startYearAndDay + " " + endHourValue + ":00:00";
+        parameters.put("startTime", startTime);
+        parameters.put("endTime", endTime);
+        String mac = parameters.get("mac").toString();
+        if (mac != null && mac.length() != 0) {
+            List<List<Map<String, Object>>> sensorData = historyService.getCarSensorData(parameters);
+            Map<String, String> sensorsMap = sensorService.getSensorsMap(parameters);
+            List<Map<String, Object>> sensorList = new ArrayList<>();
+            if (sensorData.size() == 3) {
+                sensorList = sensorData.get(0);
+            }
+            JSONObject params = new JSONObject();
+            params.put("sensorInfo", sensorList);
+            params.put("sensorsMap", sensorsMap);
+            String paramsJson = params.toJSONString();
+            model.addObject("trajectoryParams", paramsJson);
+            model.setViewName("trajectorydatashow");
+            return model;
+        } else {
+            StringBuilder msg = new StringBuilder();
+            msg.append(" param[0] mac:");
+            msg.append(mac);
+            log.warn(msg);
+            model.setViewName("403");
+            return model;
+        }
+    }
+
     @GetMapping("device-excel")
     @ApiOperation(value = "������������������������", notes = "������������������������")
     @ApiImplicitParams(value = {
@@ -1539,4 +1609,622 @@
         return new ResultBean<List<Map<String, Object>>>(list);
     }
 
+    @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);
+
+        if (account != null && regionName != null) {
+            Object sensors = sensorService.queryAll();
+            JSONObject params = new JSONObject();
+            params.put("regionCode", code);
+            params.put("regionName", regionName);
+            params.put("accountId", accountId);
+            params.put("orgId", account.getOrganizationId());
+            params.put("sensors", sensors);
+            String paramsJson = params.toJSONString();
+            model.addObject("mapParams", paramsJson);
+            model.setViewName("newmap");
+            return model;
+        } else {
+            StringBuilder msg = new StringBuilder();
+            msg.append(" param[0] areaCode:");
+            msg.append(code);
+            msg.append(" param[0] accountId:");
+            msg.append(accountId);
+            log.warn(msg);
+            model.setViewName("403");
+            return model;
+        }
+    }
+
+    @GetMapping("/uavDroppoint")
+    @ApiOperation(value = "���������������������", notes = "���������������������")
+    @ApiImplicitParams(value = {
+            @ApiImplicitParam(name = "mac", value = "������mac������������p5dnd7a0392068���", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "sensorKey", value = "���������key", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "startTime", value = "������������(���������2019-07-17-17)", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "endTime", value = "������������(���������2019-07-17-18)", required = true, paramType = "query", dataType = "String")
+    })
+    public ModelAndView uavDroppoint(ModelAndView model, HttpServletRequest request) throws Exception {
+        Map<String, Object> parameters = WebUtils.getParametersStartingWith(request, null);
+        String st = parameters.get("startTime").toString();
+        String startYearAndDay = st.substring(0, st.lastIndexOf("-"));
+        String startHour = st.substring(st.lastIndexOf("-") + 1);
+        String startTime = startYearAndDay + " " + startHour + ":00:00";
+        String et = parameters.get("endTime").toString();
+        String endHour = et.substring(et.lastIndexOf("-") + 1);
+        int endHourValue = Integer.valueOf(endHour);
+        int startHourValue = Integer.valueOf(startHour);
+        if (endHourValue <= startHourValue) {
+            endHourValue = startHourValue + 1;
+        }
+        String endTime = startYearAndDay + " " + endHourValue + ":00:00";
+        parameters.put("startTime", startTime);
+        parameters.put("endTime", endTime);
+        String mac = parameters.get("mac").toString();
+        if (mac != null && mac.length() != 0) {
+            List<Map<String, Object>> sensorData = historyService.getUavSensorData(parameters);
+            Map<String, String> sensorsMap = sensorService.getSensorsMap(parameters);
+            JSONObject params = new JSONObject();
+            params.put("sensorInfo", sensorData);
+            params.put("sensorsMap", sensorsMap);
+            params.put("sensorKey", parameters.get("sensorKey"));
+            params.put("unit", parameters.get("unit"));
+            params.put("description", parameters.get("description"));
+            String paramsJson = params.toJSONString();
+            model.addObject("uavDroppointParams", paramsJson);
+            model.setViewName("uavdroppoint");
+            return model;
+        } else {
+            StringBuilder msg = new StringBuilder();
+            msg.append(" param[0] mac:");
+            msg.append(mac);
+            log.warn(msg);
+            model.setViewName("403");
+            return model;
+        }
+    }
+
+    @GetMapping("/uavChannel")
+    @ApiOperation(value = "������������������������������", notes = "������������������������������")
+    @ApiImplicitParams(value = {
+            @ApiImplicitParam(name = "mac", value = "������mac������������p5dnd7a0392068���", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "sensorKey", value = "���������key", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "startTime", value = "������������(���������2019-07-17-17)", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "endTime", value = "������������(���������2019-07-17-18)", required = true, paramType = "query", dataType = "String")
+    })
+    public ModelAndView uavChannel(ModelAndView model, HttpServletRequest request) throws Exception {
+        Map<String, Object> parameters = WebUtils.getParametersStartingWith(request, null);
+        String st = parameters.get("startTime").toString();
+        String startYearAndDay = st.substring(0, st.lastIndexOf("-"));
+        String startHour = st.substring(st.lastIndexOf("-") + 1);
+        String startTime = startYearAndDay + " " + startHour + ":00:00";
+        String et = parameters.get("endTime").toString();
+        String endHour = et.substring(et.lastIndexOf("-") + 1);
+        int endHourValue = Integer.valueOf(endHour);
+        int startHourValue = Integer.valueOf(startHour);
+        if (endHourValue <= startHourValue) {
+            endHourValue = startHourValue + 1;
+        }
+        String endTime = startYearAndDay + " " + endHourValue + ":00:00";
+        parameters.put("startTime", startTime);
+        parameters.put("endTime", endTime);
+        String mac = parameters.get("mac").toString();
+        if (mac != null && mac.length() != 0) {
+            List<Map<String, Object>> sensorData = historyService.getUavSensorData(parameters);
+            Map<String, String> sensorsMap = sensorService.getSensorsMap(parameters);
+            JSONObject params = new JSONObject();
+            params.put("sensorInfo", sensorData);
+            params.put("sensorsMap", sensorsMap);
+            params.put("sensorKey", parameters.get("sensorKey"));
+            params.put("unit", parameters.get("unit"));
+            params.put("description", parameters.get("description"));
+            String paramsJson = params.toJSONString();
+            model.addObject("uavChannelParams", paramsJson);
+            model.setViewName("uavchannelnew");
+            return model;
+        } else {
+            StringBuilder msg = new StringBuilder();
+            msg.append(" param[0] mac:");
+            msg.append(mac);
+            log.warn(msg);
+            model.setViewName("403");
+            return model;
+        }
+    }
+
+    @GetMapping("/uavTracing")
+    @ApiOperation(value = "���������������������", notes = "���������������������")
+    @ApiImplicitParams(value = {
+            @ApiImplicitParam(name = "mac", value = "������mac������������p5dnd7a0392068���", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "sensorKey", value = "���������key", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "startTime", value = "������������(���������2019-07-17-17)", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "endTime", value = "������������(���������2019-07-17-18)", required = true, paramType = "query", dataType = "String")
+    })
+    public ModelAndView uavTracing(ModelAndView model, HttpServletRequest request) throws Exception {
+        Map<String, Object> parameters = WebUtils.getParametersStartingWith(request, null);
+        String st = parameters.get("startTime").toString();
+        String startYearAndDay = st.substring(0, st.lastIndexOf("-"));
+        String startHour = st.substring(st.lastIndexOf("-") + 1);
+        String startTime = startYearAndDay + " " + startHour + ":00:00";
+        String et = parameters.get("endTime").toString();
+        String endHour = et.substring(et.lastIndexOf("-") + 1);
+        int endHourValue = Integer.parseInt(endHour);
+        int startHourValue = Integer.parseInt(startHour);
+        if (endHourValue <= startHourValue) {
+            endHourValue = startHourValue + 1;
+        }
+        String endTime = startYearAndDay + " " + endHourValue + ":00:00";
+        parameters.put("startTime", startTime);
+        parameters.put("endTime", endTime);
+        String mac = parameters.get("mac").toString();
+        if (mac != null && mac.length() != 0) {
+            List<Map<String, Object>> sensorData = historyService.getUavSensorData(parameters);
+            Map<String, String> sensorsMap = sensorService.getSensorsMap(parameters);
+            JSONObject params = new JSONObject();
+            params.put("sensorInfo", sensorData);
+            params.put("sensorsMap", sensorsMap);
+            params.put("sensorKey", parameters.get("sensorKey"));
+            params.put("unit", parameters.get("unit"));
+            params.put("description", parameters.get("description"));
+            String paramsJson = params.toJSONString();
+            model.addObject("uavTracingParams", paramsJson);
+            model.setViewName("uavtracing");
+            return model;
+        } else {
+            StringBuilder msg = new StringBuilder();
+            msg.append(" param[0] mac:");
+            msg.append(mac);
+            log.warn(msg);
+            model.setViewName("403");
+            return model;
+        }
+    }
+
+    @GetMapping("/purify")
+    @ApiOperation(value = "���������������������", notes = "���������������������")
+    @ApiImplicitParams(value = {
+            @ApiImplicitParam(name = "monitorPointId", value = "������Id", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "sensorKey", value = "������", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "time", value = "������(���������2020-03-19-14)", required = true, paramType = "query", dataType = "String")})
+    public ModelAndView PurificationRate(HttpServletRequest request, ModelAndView model) {
+        Map<String, Object> parameters = WebUtils.getParametersStartingWith(request, null);
+        String monitPointIdS = (String) parameters.get("monitorPointId");
+        String sensor = (String) parameters.get("sensorKey");
+        String time = (String) parameters.get("time");
+        String YearAndDay = time.substring(0, time.lastIndexOf("-"));
+        String Hour = time.substring(time.lastIndexOf("-") + 1);
+        String Time = YearAndDay + " " + Hour + ":00:00";
+        int monitPointId = Integer.parseInt(monitPointIdS);
+        JSONObject params = monitorPointService.getMonitorPointById(monitPointId, Time, 1, sensor);
+        String paramsJson = params.toJSONString();
+        model.addObject("mapParams", paramsJson);
+        model.setViewName("purityMap");
+        return model;
+    }
+
+
+    @GetMapping("/collection")
+    @ApiOperation(value = "���������������������", notes = "���������������������")
+    @ApiImplicitParams(value = {
+            @ApiImplicitParam(name = "monitorPointId", value = "������Id", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "time", value = "������(���������2020-03-19-14)", required = true, paramType = "query", dataType = "String")})
+    public ModelAndView collectionRate(HttpServletRequest request, ModelAndView model) {
+        Map<String, Object> parameters = WebUtils.getParametersStartingWith(request, null);
+        String monitPointIdS = (String) parameters.get("monitorPointId");
+        String sensor = "";
+        String time = (String) parameters.get("time");
+        String YearAndDay = time.substring(0, time.lastIndexOf("-"));
+        String Hour = time.substring(time.lastIndexOf("-") + 1);
+        String Time = YearAndDay + " " + Hour + ":00:00";
+        int monitPointId = Integer.parseInt(monitPointIdS);
+        //������������������
+        JSONObject params = monitorPointService.getMonitorPointById(monitPointId, Time, 2, sensor);
+        model.addObject("params", params);
+        model.setViewName("pressureMap");
+        return model;
+    }
+
+
+    @GetMapping("/unorganizedEmissions")
+    @ApiOperation(value = "���������������", notes = "���������������")
+    @ApiImplicitParams(value = {
+            @ApiImplicitParam(name = "monitorPointId", value = "������Id", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "sensorKey", value = "������", required = true, paramType = "query", dataType = "String"),
+            // @ApiImplicitParam(name = "sensorKey", value = "���������key,���������������������������", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "time", value = "������(���������2020-03-19-14)", required = true, paramType = "query", dataType = "String")})
+    public ModelAndView unorganizedEmissions(HttpServletRequest request, ModelAndView model) {
+        Map<String, Object> parameters = WebUtils.getParametersStartingWith(request, null);
+        String monitPointIdS = (String) parameters.get("monitorPointId");
+        String sensor = (String) parameters.get("sensorKey");
+        String time = (String) parameters.get("time");
+        String YearAndDay = time.substring(0, time.lastIndexOf("-"));
+        String Hour = time.substring(time.lastIndexOf("-") + 1);
+        String Time = YearAndDay + " " + Hour + ":00:00";
+        int monitPointId = Integer.parseInt(monitPointIdS);
+        //������������������
+        JSONObject params = monitorPointService.getMonitorPointById(monitPointId, Time, 3, sensor);
+        model.addObject("params", params);
+        model.setViewName("unorganizedMap");
+        return model;
+    }
+
+
+    @GetMapping("/unorganizedEmissionsRealTime")
+    @ApiOperation(value = "���������������������", notes = "���������������������")
+    @ApiImplicitParams(value = {
+            @ApiImplicitParam(name = "monitorPointId", value = "������Id", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "sensorKey", value = "������", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "accountId", value = "������id", required = false, paramType = "query", dataType = "String")})
+    public ModelAndView unorganizedEmissionsBackups(HttpServletRequest request, ModelAndView model) {
+        Map<String, Object> parameters = WebUtils.getParametersStartingWith(request, null);
+        String monitPointIdS = (String) parameters.get("monitorPointId");
+        String sensor = (String) parameters.get("sensorKey");
+        String accountId = (String) parameters.get("accountId");
+        Account account = accountService.getAccountById(Integer.parseInt(accountId));
+        int monitPointId = Integer.parseInt(monitPointIdS);
+        JSONObject params = monitorPointService.getMacList(monitPointId);
+        params.put("accountId", accountId);
+        params.put("orgId", account.getOrganizationId());
+        params.put("sensor", sensor);
+        //������������������
+        //JSONObject params=monitorPointService.getMonitorPointById(monitPointId,Time,3,sensor);
+        // model.addObject("params",params);
+        model.addObject("params", params);
+        model.setViewName("newUnorganizedMap");
+        return model;
+    }
+
+    @GetMapping("/chooseDevice")
+    @ResponseBody
+    public Object unorganizedEmissionsBackups(String wind, String monitPointId) {
+        JSONObject params = new JSONObject();
+        Double windDir = Double.parseDouble(wind);
+        List<Device> deviceList = deviceService.getDeviceById2(Integer.parseInt(monitPointId));
+        Map<String, Object> longAndLatiMap;
+        List<Map> longAndLatiList = new ArrayList<>();//������������������������������������windList������������������������������������������������������������������
+        List<Device> preAngleDeviceList = new ArrayList<Device>(); //���������������������������������������
+        for (int f = 0; f < deviceList.size(); f++) {
+            for (int h = 0; h < deviceList.size(); h++) {
+                if (f != h) {
+                    longAndLatiMap = new HashMap<String, Object>();
+                    longAndLatiMap.put("h", h);
+                    longAndLatiMap.put("f", f);
+                    Double angle = mapUtils.getAngle(
+                            new MyLatLng((Double) deviceList.get(h).getLongitude(),
+                                    (Double) deviceList.get(h).getLatitude()),
+                            new MyLatLng((Double) deviceList.get(f).getLongitude(),
+                                    (Double) deviceList.get(f).getLatitude()));
+                    Double angleDiff = Math.abs(angle - windDir);
+                    longAndLatiMap.put("angle", angleDiff);
+                    longAndLatiList.add(longAndLatiMap);
+                }
+            }
+        }
+        Double minAngle = (Double) longAndLatiList.get(0).get("angle");
+        int indexAngle = 0;
+        for (int j = 1; j < longAndLatiList.size(); j++) {
+            if (minAngle > (Double) longAndLatiList.get(j).get("angle")) {
+                minAngle = (Double) longAndLatiList.get(j).get("angle");
+                indexAngle = j;
+            }else {
+                indexAngle=indexAngle;
+            }
+        }
+        preAngleDeviceList.add(deviceList.get((Integer) longAndLatiList.get(indexAngle).get("h")));
+        preAngleDeviceList.add(deviceList.get((Integer) longAndLatiList.get(indexAngle).get("f")));
+        Double length = mapUtils.getDistance((Double) preAngleDeviceList.get(0).getLongitude(), (Double) preAngleDeviceList.get(0).getLatitude(),
+                (Double) preAngleDeviceList.get(1).getLongitude(), (Double) preAngleDeviceList.get(1).getLatitude());
+        Double subLength = length / 5;
+        Double subLength1 = length / 6.1;
+        Double angle = mapUtils.getAngle(
+                new MyLatLng((Double) preAngleDeviceList.get(0).getLongitude(),
+                        (Double) preAngleDeviceList.get(0).getLatitude()),
+                new MyLatLng((Double) preAngleDeviceList.get(1).getLongitude(),
+                        (Double) preAngleDeviceList.get(1).getLatitude()));
+        List locationList = new ArrayList();
+        String[] firstLocation = mapUtils.calLocationByDistanceAndLocationAndDirection(angle, (Double) preAngleDeviceList.get(0).getLongitude(),
+                (Double) preAngleDeviceList.get(0).getLatitude(), subLength);
+        String[] secondLoction = mapUtils.calLocationByDistanceAndLocationAndDirection(angle, Double.parseDouble(firstLocation[0]),
+                Double.parseDouble(firstLocation[1]), subLength);
+        String[] thirdLocation = mapUtils.calLocationByDistanceAndLocationAndDirection(angle, Double.parseDouble(secondLoction[0]),
+                Double.parseDouble(secondLoction[1]), subLength);
+        String[] fourthLoction = mapUtils.calLocationByDistanceAndLocationAndDirection(angle, Double.parseDouble(thirdLocation[0]),
+                Double.parseDouble(thirdLocation[1]), subLength);
+        String[] fivethLoction = mapUtils.calLocationByDistanceAndLocationAndDirection(angle, Double.parseDouble(fourthLoction[0]),
+                Double.parseDouble(fourthLoction[1]), subLength1);
+        locationList.add(firstLocation);
+        locationList.add(secondLoction);
+        locationList.add(thirdLocation);
+        locationList.add(fourthLoction);
+        locationList.add(fivethLoction);
+        String preAngleDeviceString = JSON.toJSON(preAngleDeviceList).toString();
+        params.put("preAngleDeviceString", preAngleDeviceString);//���������������������������
+        params.put("locationList", locationList);
+        return params;
+    }
+
+    @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();
+        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.put("lat",list1.get(1));
+                devMap.put("lng",list1.get(0));
+                devMap.put("monitorPointId",device.getMonitorPointId());
+                //System.out.println(device);
+                list.add(devMap);
+            }else {
+                continue;
+            }
+        }
+        latlngMap.put("latlng",list);
+        return latlngMap;
+    }
+
+
+
+    @GetMapping("/windAndDeviceData")
+    @ResponseBody
+    public List windAndDeviceData(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";
+        int year = calendar.get(Calendar.YEAR);
+        int month = calendar.get(Calendar.MONTH) + 1;
+        String mon;
+        if (month<10){
+            mon="0"+month;
+        }else {
+            mon=""+month;
+        }
+        String table="history_minutely_"+year+mon;
+        List list=deviceService.byMonitorIdGetDeviceAndWind(monitorPointId,time,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";
+        int year = calendar.get(Calendar.YEAR);
+        int month = calendar.get(Calendar.MONTH) + 1;
+        String mon;
+        if (month<10){
+            mon="0"+month;
+        }else {
+            mon=""+month;
+        }
+        String table="history_minutely_"+year+mon;
+        List list=deviceService.byMonitorIdGetDeviceAndWindSpecial(monitorPointId,time,table);
+        return list;
+    }
+
+    @GetMapping("forecastO3")
+    @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")})
+    public ResultBean<List<Map<String, Object>>> getWeatherNextDayDataByRegion(HttpServletRequest request) throws Exception {
+        Map<String, Object> parameters = getParametersStartingWith(request, null);
+        List<Map<String, Object>> resultList = weatherService.getForecastAndReal(parameters);
+        return new ResultBean<List<Map<String, Object>>>(resultList);
+    }
+
+    @GetMapping("weatherData")
+    @ApiOperation(value = "������city���������������������������������", notes = "������city���������������������������������")
+    @ApiImplicitParams(value = {
+            @ApiImplicitParam(name = "city", value = "���������", 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>>> getWeatherData(HttpServletRequest request) throws Exception {
+        Map<String, Object> parameters = getParametersStartingWith(request, null);
+        List<Map<String, Object>> weatherList = weatherService.getWeatherData(parameters);
+        return new ResultBean<List<Map<String, Object>>>(weatherList);
+    }
+
+    @GetMapping("weatherDataDay")
+    @ApiOperation(value = "������city���������������������", notes = "������city���������������������")
+    @ApiImplicitParams(value = {
+            @ApiImplicitParam(name = "city", value = "���������", 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>>> getWeatherDataByDay(HttpServletRequest request) throws Exception {
+        Map<String, Object> parameters = getParametersStartingWith(request, null);
+        List<Map<String, Object>> weatherList = weatherService.getWeatherDataByDay(parameters);
+        return new ResultBean<List<Map<String, Object>>>(weatherList);
+    }
+
+    @GetMapping("monitorDeviceData")
+    @ApiOperation(value = "���������������5������������������������", notes = "���������������5������������������������")
+    @ApiImplicitParams(value = {
+            @ApiImplicitParam(name = "city", value = "���������", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "time", value = "������(���������2020-03-15)", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "type", value = "������(5���������m,������������h)", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "range", value = "������������������������(������������������m,���������a)", required = true, paramType = "query", dataType = "String")})
+    public ResultBean<List<Map<String, Object>>> get5MinutesOrHalfHour(HttpServletRequest request) throws Exception {
+        Map<String, Object> parameters = getParametersStartingWith(request, null);
+        List<Map<String, Object>> deviceData = historyMinutelyService.get5MinutesOrHalfHour(parameters);
+        return new ResultBean<List<Map<String, Object>>>(deviceData);
+    }
+
+    @PostMapping("updateForecastWeather")
+    public void updateForecastWeather(HttpServletRequest request){
+        Map<String, Object> parameters = getParametersStartingWith(request, null);
+        weatherService.updateForecastWeather(parameters);
+    }
+
+    @GetMapping("dataByTimeSlot")
+    @ApiOperation(value = "������������������������������������", notes = "������������������������������������")
+    @ApiImplicitParams(value = {
+            @ApiImplicitParam(name = "mac", value = "mac������", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "startTime", value = "������������(���������2020-08-03/2020-08-03-13)", required = true, paramType = "query", dataType = "String"),
+            @ApiImplicitParam(name = "endTime", value = "������������(���������2020-08-04/2020-08-04-14)", required = true, paramType = "query", dataType = "String")})
+    public ResultBean<List<Map<String, Object>>> getDataByTimeSlot(HttpServletRequest request) throws Exception {
+        Map<String, Object> parameters = getParametersStartingWith(request, null);
+        String mac = parameters.get("mac").toString();
+        String startTime = parameters.get("startTime").toString();
+        String endTime = parameters.get("endTime").toString();
+        //������������������������������
+        Calendar calendar = getInstance();
+        DateTimeFormatter dateTimeFormatter = DateTimeFormatter.ofPattern("yyyy-MM-dd");
+        List<Map<String, Object>> list = new ArrayList();
+        Map device = deviceService.getAllFieldByMac(parameters);
+        Map monitorPointMap = monitorPointService.selectAllById(device.get("monitor_point_id").toString());
+        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"));
+        }
+        Map<String, String> sensorMap = sensorService.getSensorsMap(parameters);
+        if (startTime.length()==10&&endTime.length()==10){
+            //������������������
+            Date dd = new Date();
+            //���������
+            SimpleDateFormat sim = new SimpleDateFormat("yyyy-MM-dd");
+            //������������������������
+            String nowTime = sim.format(dd);
+            int days = endTime.compareTo(nowTime);
+            //System.out.println(days);
+            List<String> dayList = DatesUtil.findDaysStr(startTime,endTime);
+            //System.out.println("dayList:"+dayList);
+            /*if (days<0){
+                Date date=null;
+                try {
+                    date = new SimpleDateFormat("yy-MM-dd").parse(endTime);
+                } catch (ParseException e) {
+                    e.printStackTrace();
+                }
+                calendar.setTime(date);
+                int day=calendar.get(Calendar.DATE);
+                calendar.set(Calendar.DATE,day+1);
+
+                endTime=new SimpleDateFormat("yyyy-MM-dd").format(calendar.getTime());
+            }*/
+            List<Map<String, Object>> sameDayHourlyList = null;
+            if (days>=0){
+                SimpleDateFormat df = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
+                //������������������������
+                String currentTime = df.format(dd);
+                sameDayHourlyList = historyHourlyService.getDataByTimeSlot(mac,nowTime,currentTime);
+            }
+            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) {
+                        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));
+                            break;
+                        }else {
+                            continue;
+                        }
+                    }
+                    if(!oneSensorMap.containsKey(day)){
+                        oneSensorMap.put(day,"");
+                    }
+                }
+
+                Double avg = 0.0;
+                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()));
+                        Double sum = 0.0;
+                        for (int i=0;i<arr.size();i++){
+                            sum += arr.get(i);
+                        }
+                        avg = sum / arr.size();
+                    }
+                    oneSensorMap.put(nowTime,avg);
+                }
+                list.add(oneSensorMap);
+            }
+        }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";
+            StringBuilder endTime_sb = new StringBuilder(endTime);
+            endTime_sb.replace(10,11," ");
+            endTime = endTime_sb.toString()+":00:00";
+
+            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()){
+                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) {
+                        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 {
+                            continue;
+                        }
+                    }
+                    if(!oneSensorMap.containsKey(hour)){
+                        oneSensorMap.put(hour,"");
+                    }
+                }
+                /*for (Map<String, Object> hourlyMap: hourlyList) {
+                    JSONObject hourlyJson = JSONObject.parseObject(hourlyMap.get("json").toString());
+                    oneSensorMap.put(hourlyMap.get("time").toString().substring(0,19),hourlyJson.getJSONArray(key).get(2));
+
+                }*/
+                list.add(oneSensorMap);
+            }
+        }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);
+    }
 }

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