From dfd4d6a6a8de0c13f63c06f0a3d6f39e157ecd19 Mon Sep 17 00:00:00 2001
From: jinpengyong <jpy123456>
Date: Mon, 17 Jan 2022 08:46:36 +0800
Subject: [PATCH] update

---
 screen-api/src/main/java/com/moral/api/service/impl/HistoryHourlyServiceImpl.java |  353 ++++++++++++++++++++++++++++++++++++++--------------------
 1 files changed, 232 insertions(+), 121 deletions(-)

diff --git a/screen-api/src/main/java/com/moral/api/service/impl/HistoryHourlyServiceImpl.java b/screen-api/src/main/java/com/moral/api/service/impl/HistoryHourlyServiceImpl.java
index e842633..734b4dd 100644
--- a/screen-api/src/main/java/com/moral/api/service/impl/HistoryHourlyServiceImpl.java
+++ b/screen-api/src/main/java/com/moral/api/service/impl/HistoryHourlyServiceImpl.java
@@ -1,30 +1,44 @@
 package com.moral.api.service.impl;
 
-import com.alibaba.fastjson.JSONObject;
-import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
-import com.moral.api.config.mybatis.MybatisPlusConfig;
-import com.moral.api.entity.*;
-import com.moral.api.mapper.DeviceMapper;
-import com.moral.api.mapper.HistoryHourlyMapper;
-import com.moral.api.service.HistoryHourlyService;
-import com.moral.api.service.OrganizationService;
-import com.moral.api.utils.GetCenterPointFromListOfCoordinates;
-import com.moral.constant.Constants;
-import com.moral.constant.SeparateTableType;
-import com.moral.pojo.AQI;
-import com.moral.util.AQIUtils;
-import com.moral.util.DateUtils;
-
-import com.moral.util.MybatisPLUSUtils;
-import com.moral.util.PollutantUtils;
 import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.stereotype.Service;
 import org.springframework.util.ObjectUtils;
 
 import java.text.ParseException;
 import java.text.SimpleDateFormat;
-import java.util.*;
+import java.util.ArrayList;
+import java.util.Calendar;
+import java.util.Collections;
+import java.util.Date;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.OptionalDouble;
+import java.util.function.Supplier;
 import java.util.stream.Collectors;
+import java.util.stream.DoubleStream;
+import java.util.stream.Stream;
+
+import com.alibaba.fastjson.JSONObject;
+import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
+import com.moral.api.config.mybatis.MybatisPlusConfig;
+import com.moral.api.entity.Device;
+import com.moral.api.entity.GeoCoordinate;
+import com.moral.api.entity.HistoryHourly;
+import com.moral.api.entity.Organization;
+import com.moral.api.mapper.DeviceMapper;
+import com.moral.api.mapper.HistoryHourlyMapper;
+import com.moral.api.service.HistoryHourlyService;
+import com.moral.api.service.OrganizationService;
+import com.moral.api.service.SensorService;
+import com.moral.api.utils.GetCenterPointFromListOfCoordinates;
+import com.moral.constant.Constants;
+import com.moral.constant.SeparateTableType;
+import com.moral.pojo.AQI;
+import com.moral.util.AQIUtils;
+import com.moral.util.DateUtils;
+import com.moral.util.MybatisPLUSUtils;
+import com.moral.util.PollutantUtils;
 
 /**
  * <p>
@@ -68,11 +82,11 @@
     }
 
     /**
-     *@Description: ������������id������������������������������������������
-     *@Param: [map]
-     *@return: java.util.Map<java.lang.String,java.lang.Object>
-     *@Author: lizijie
-     *@Date: 2021/12/7 10:07
+     * @Description: ������������id������������������������������������������
+     * @Param: [map]
+     * @return: java.util.Map<java.lang.String, java.lang.Object>
+     * @Author: lizijie
+     * @Date: 2021/12/7 10:07
      **/
     @Override
     public Map<String, Object> getLastHourDataByOrgIdAndSensorCode(Map parameters) {
@@ -84,8 +98,8 @@
         //������������
         //���������������
         List<Organization> allChildrenOrganization = organizationService.getChildrenOrganizationsById(orgId);
-        if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1){
-            for (Organization organization:allChildrenOrganization) {
+        if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1) {
+            for (Organization organization : allChildrenOrganization) {
                 allOrgId.add(organization.getId());
             }
         }
@@ -94,36 +108,36 @@
         //������������list���������������mac
         List<String> deviceMacList = new ArrayList<>();
         //������������map���Mac������key���device������value
-        Map<String,Device> deviceMap = new HashMap<>();
-        for (Integer orgIdWithoutDuplicates:allOrgIdWithoutDuplicates) {
+        Map<String, Device> deviceMap = new HashMap<>();
+        for (Integer orgIdWithoutDuplicates : allOrgIdWithoutDuplicates) {
             //������id������������������
             QueryWrapper<Device> wrapper_device = new QueryWrapper<>();
-            wrapper_device.eq("is_delete",Constants.NOT_DELETE).eq("organization_id",orgIdWithoutDuplicates);
+            wrapper_device.eq("is_delete", Constants.NOT_DELETE).eq("organization_id", orgIdWithoutDuplicates);
             List<Device> devices = new ArrayList<>();
             devices = deviceMapper.selectList(wrapper_device);
-            if (devices.size()>0){
-                for (Device device:devices) {
+            if (devices.size() > 0) {
+                for (Device device : devices) {
                     String mac = device.getMac();
                     deviceMacList.add(mac);
-                    deviceMap.put(mac,device);
+                    deviceMap.put(mac, device);
                 }
-            }else {
+            } else {
                 continue;
             }
         }
         //������������
         SimpleDateFormat df = new SimpleDateFormat("yyyy-MM-dd HH");
         Calendar calendar = Calendar.getInstance();
-        calendar.set(Calendar.HOUR_OF_DAY,calendar.get(Calendar.HOUR_OF_DAY)-1);
-        String time = df.format(calendar.getTime())+":00:00";
-        resultMap.put("time",time);
-        String timeUnits =  DateUtils.dateToDateString(calendar.getTime(), DateUtils.yyyyMM_EN);
-        List<Map<String,Object>> historyHourlyDatas = new ArrayList<>();
+        calendar.set(Calendar.HOUR_OF_DAY, calendar.get(Calendar.HOUR_OF_DAY) - 1);
+        String time = df.format(calendar.getTime()) + ":00:00";
+        resultMap.put("time", time);
+        String timeUnits = DateUtils.dateToDateString(calendar.getTime(), DateUtils.yyyyMM_EN);
+        List<Map<String, Object>> historyHourlyDatas = new ArrayList<>();
         historyHourlyDatas = historyHourlyMapper.selectDataByMacsAndTime(timeUnits, deviceMacList, time);
         List<Object> list = new ArrayList<>();
         List<Double> longitudeList = new ArrayList<>();
         List<Double> latitudeList = new ArrayList<>();
-        for (Map historyHourlyData:historyHourlyDatas) {
+        for (Map historyHourlyData : historyHourlyDatas) {
             List<Object> list1 = new ArrayList<>();
             String mac = historyHourlyData.get("mac").toString();
             Device device = deviceMap.get(mac);
@@ -139,17 +153,17 @@
             list1.add(level);
             list.add(list1);
         }
-        resultMap.put("list",list);
-        double latitudeMin = Collections.min(latitudeList)-0.0018;
-        double latitudeMax = Collections.max(latitudeList)+0.0018;
-        double longitudeMin = Collections.min(longitudeList)-0.2/(111*Math.cos(latitudeMin));
-        double longitudeMax = Collections.max(longitudeList)+0.2/(111*Math.cos(latitudeMin));
+        resultMap.put("list", list);
+        double latitudeMin = Collections.min(latitudeList) - 0.0018;
+        double latitudeMax = Collections.max(latitudeList) + 0.0018;
+        double longitudeMin = Collections.min(longitudeList) - 0.2 / (111 * Math.cos(latitudeMin));
+        double longitudeMax = Collections.max(longitudeList) + 0.2 / (111 * Math.cos(latitudeMin));
         List<Double> bound = new ArrayList<>();
         bound.add(longitudeMin);
         bound.add(latitudeMax);
         bound.add(longitudeMax);
         bound.add(latitudeMin);
-        resultMap.put("bound",bound);
+        resultMap.put("bound", bound);
         List<List> bound1 = new ArrayList<>();
         List<Double> left_up = new ArrayList<>();
         left_up.add(latitudeMax);
@@ -168,7 +182,7 @@
         bound1.add(right_down);
         bound1.add(left_down);
         List<GeoCoordinate> geoCoordinates = new ArrayList<>();
-        for (List bo:bound1) {
+        for (List bo : bound1) {
             GeoCoordinate g = new GeoCoordinate();
             g.setLatitude(Double.parseDouble(bo.get(0).toString()));
             g.setLongitude(Double.parseDouble(bo.get(1).toString()));
@@ -178,7 +192,7 @@
         List centerPoint = new ArrayList();
         centerPoint.add(centerPoint400.getLongitude());
         centerPoint.add(centerPoint400.getLatitude());
-        resultMap.put("centerPoint",centerPoint);
+        resultMap.put("centerPoint", centerPoint);
         return resultMap;
     }
 
@@ -192,8 +206,8 @@
         //������������
         //���������������
         List<Organization> allChildrenOrganization = organizationService.getChildrenOrganizationsById(orgId);
-        if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1){
-            for (Organization organization:allChildrenOrganization) {
+        if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1) {
+            for (Organization organization : allChildrenOrganization) {
                 allOrgId.add(organization.getId());
             }
         }
@@ -202,41 +216,41 @@
         //������������list���������������mac
         List<String> deviceMacList = new ArrayList<>();
         //������������map���Mac������key���device������value
-        Map<String,Device> deviceMap = new HashMap<>();
+        Map<String, Device> deviceMap = new HashMap<>();
         List<Double> longitudeList = new ArrayList<>();
         List<Double> latitudeList = new ArrayList<>();
-        for (Integer orgIdWithoutDuplicates:allOrgIdWithoutDuplicates) {
+        for (Integer orgIdWithoutDuplicates : allOrgIdWithoutDuplicates) {
             //������id������������������
             QueryWrapper<Device> wrapper_device = new QueryWrapper<>();
-            wrapper_device.eq("is_delete",Constants.NOT_DELETE).eq("organization_id",orgIdWithoutDuplicates);
+            wrapper_device.eq("is_delete", Constants.NOT_DELETE).eq("organization_id", orgIdWithoutDuplicates);
             List<Device> devices = new ArrayList<>();
             devices = deviceMapper.selectList(wrapper_device);
-            if (devices.size()>0){
-                for (Device device:devices) {
+            if (devices.size() > 0) {
+                for (Device device : devices) {
                     String mac = device.getMac();
                     deviceMacList.add(mac);
-                    deviceMap.put(mac,device);
+                    deviceMap.put(mac, device);
                     double longitude = device.getLongitude();
                     double latitude = device.getLatitude();
                     longitudeList.add(longitude);
                     latitudeList.add(latitude);
                 }
-            }else {
+            } else {
                 continue;
             }
         }
         List<Object> list = new ArrayList<>();
         //������������
         SimpleDateFormat df = new SimpleDateFormat("yyyy-MM-dd HH");
-        for (int i=12;i>0;i--){
+        for (int i = 12; i > 0; i--) {
             Calendar calendar = Calendar.getInstance();
-            calendar.set(Calendar.HOUR_OF_DAY,calendar.get(Calendar.HOUR_OF_DAY)-i);
-            String time = df.format(calendar.getTime())+":00:00";
-            String timeUnits =  DateUtils.dateToDateString(calendar.getTime(), DateUtils.yyyyMM_EN);
-            List<Map<String,Object>> historyHourlyDatas = new ArrayList<>();
+            calendar.set(Calendar.HOUR_OF_DAY, calendar.get(Calendar.HOUR_OF_DAY) - i);
+            String time = df.format(calendar.getTime()) + ":00:00";
+            String timeUnits = DateUtils.dateToDateString(calendar.getTime(), DateUtils.yyyyMM_EN);
+            List<Map<String, Object>> historyHourlyDatas = new ArrayList<>();
             historyHourlyDatas = historyHourlyMapper.selectDataByMacsAndTime(timeUnits, deviceMacList, time);
             List<Object> oneHourlyList = new ArrayList<>();
-            for (Map historyHourlyData:historyHourlyDatas) {
+            for (Map historyHourlyData : historyHourlyDatas) {
                 List<Object> list1 = new ArrayList<>();
                 String mac = historyHourlyData.get("mac").toString();
                 Device device = deviceMap.get(mac);
@@ -252,17 +266,17 @@
             }
             list.add(oneHourlyList);
         }
-        resultMap.put("list",list);
-        double latitudeMin = Collections.min(latitudeList)-0.0018;
-        double latitudeMax = Collections.max(latitudeList)+0.0018;
-        double longitudeMin = Collections.min(longitudeList)-0.2/(111*Math.cos(latitudeMin));
-        double longitudeMax = Collections.max(longitudeList)+0.2/(111*Math.cos(latitudeMin));
+        resultMap.put("list", list);
+        double latitudeMin = Collections.min(latitudeList) - 0.0018;
+        double latitudeMax = Collections.max(latitudeList) + 0.0018;
+        double longitudeMin = Collections.min(longitudeList) - 0.2 / (111 * Math.cos(latitudeMin));
+        double longitudeMax = Collections.max(longitudeList) + 0.2 / (111 * Math.cos(latitudeMin));
         List<Double> bound = new ArrayList<>();
         bound.add(latitudeMax);
         bound.add(longitudeMax);
         bound.add(latitudeMin);
         bound.add(longitudeMin);
-        resultMap.put("bound",bound);
+        resultMap.put("bound", bound);
         List<List> bound1 = new ArrayList<>();
         List<Double> left_up = new ArrayList<>();
         left_up.add(latitudeMax);
@@ -281,7 +295,7 @@
         bound1.add(right_down);
         bound1.add(left_down);
         List<GeoCoordinate> geoCoordinates = new ArrayList<>();
-        for (List bo:bound1) {
+        for (List bo : bound1) {
             GeoCoordinate g = new GeoCoordinate();
             g.setLatitude(Double.parseDouble(bo.get(0).toString()));
             g.setLongitude(Double.parseDouble(bo.get(1).toString()));
@@ -291,7 +305,7 @@
         List centerPoint = new ArrayList();
         centerPoint.add(centerPoint400.getLongitude());
         centerPoint.add(centerPoint400.getLatitude());
-        resultMap.put("centerPoint",centerPoint);
+        resultMap.put("centerPoint", centerPoint);
         return resultMap;
     }
 
@@ -305,8 +319,8 @@
         //������������
         //���������������
         List<Organization> allChildrenOrganization = organizationService.getChildrenOrganizationsById(orgId);
-        if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1){
-            for (Organization organization:allChildrenOrganization) {
+        if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1) {
+            for (Organization organization : allChildrenOrganization) {
                 allOrgId.add(organization.getId());
             }
         }
@@ -315,37 +329,37 @@
         //������������list���������������mac
         List<String> deviceMacList = new ArrayList<>();
         //������������map���Mac������key���device������value
-        Map<String,Device> deviceMap = new HashMap<>();
+        Map<String, Device> deviceMap = new HashMap<>();
         List<Double> longitudeList = new ArrayList<>();
         List<Double> latitudeList = new ArrayList<>();
-        for (Integer orgIdWithoutDuplicates:allOrgIdWithoutDuplicates) {
+        for (Integer orgIdWithoutDuplicates : allOrgIdWithoutDuplicates) {
             //������id������������������
             QueryWrapper<Device> wrapper_device = new QueryWrapper<>();
-            wrapper_device.eq("is_delete",Constants.NOT_DELETE).eq("organization_id",orgIdWithoutDuplicates);
+            wrapper_device.eq("is_delete", Constants.NOT_DELETE).eq("organization_id", orgIdWithoutDuplicates);
             List<Device> devices = new ArrayList<>();
             devices = deviceMapper.selectList(wrapper_device);
-            if (devices.size()>0){
-                for (Device device:devices) {
+            if (devices.size() > 0) {
+                for (Device device : devices) {
                     String mac = device.getMac();
                     deviceMacList.add(mac);
-                    deviceMap.put(mac,device);
+                    deviceMap.put(mac, device);
                     double longitude = device.getLongitude();
                     double latitude = device.getLatitude();
                     longitudeList.add(longitude);
                     latitudeList.add(latitude);
                 }
-            }else {
+            } else {
                 continue;
             }
         }
         //������������
-        String time = parameters.get("time").toString().substring(0,13)+":00:00";
-        resultMap.put("time",time);
-        String timeUnits =  DateUtils.stringToDateString(time, DateUtils.yyyy_MM_dd_HH_mm_ss_EN, DateUtils.yyyyMM_EN);
-        List<Map<String,Object>> historyHourlyDatas = new ArrayList<>();
+        String time = parameters.get("time").toString().substring(0, 13) + ":00:00";
+        resultMap.put("time", time);
+        String timeUnits = DateUtils.stringToDateString(time, DateUtils.yyyy_MM_dd_HH_mm_ss_EN, DateUtils.yyyyMM_EN);
+        List<Map<String, Object>> historyHourlyDatas = new ArrayList<>();
         historyHourlyDatas = historyHourlyMapper.selectDataByMacsAndTime(timeUnits, deviceMacList, time);
         List<Object> list = new ArrayList<>();
-        for (Map historyHourlyData:historyHourlyDatas) {
+        for (Map historyHourlyData : historyHourlyDatas) {
             List<Object> list1 = new ArrayList<>();
             String mac = historyHourlyData.get("mac").toString();
             Device device = deviceMap.get(mac);
@@ -359,17 +373,17 @@
             list1.add(level);
             list.add(list1);
         }
-        resultMap.put("list",list);
-        double latitudeMin = Collections.min(latitudeList)-0.0018;
-        double latitudeMax = Collections.max(latitudeList)+0.0018;
-        double longitudeMin = Collections.min(longitudeList)-0.2/(111*Math.cos(latitudeMin));
-        double longitudeMax = Collections.max(longitudeList)+0.2/(111*Math.cos(latitudeMin));
+        resultMap.put("list", list);
+        double latitudeMin = Collections.min(latitudeList) - 0.0018;
+        double latitudeMax = Collections.max(latitudeList) + 0.0018;
+        double longitudeMin = Collections.min(longitudeList) - 0.2 / (111 * Math.cos(latitudeMin));
+        double longitudeMax = Collections.max(longitudeList) + 0.2 / (111 * Math.cos(latitudeMin));
         List<Double> bound = new ArrayList<>();
         bound.add(longitudeMin);
         bound.add(latitudeMin);
         bound.add(longitudeMax);
         bound.add(latitudeMax);
-        resultMap.put("bound",bound);
+        resultMap.put("bound", bound);
         List<List> bound1 = new ArrayList<>();
         List<Double> left_up = new ArrayList<>();
         left_up.add(latitudeMax);
@@ -388,7 +402,7 @@
         bound1.add(right_down);
         bound1.add(left_down);
         List<GeoCoordinate> geoCoordinates = new ArrayList<>();
-        for (List bo:bound1) {
+        for (List bo : bound1) {
             GeoCoordinate g = new GeoCoordinate();
             g.setLatitude(Double.parseDouble(bo.get(0).toString()));
             g.setLongitude(Double.parseDouble(bo.get(1).toString()));
@@ -398,7 +412,7 @@
         List centerPoint = new ArrayList();
         centerPoint.add(centerPoint400.getLongitude());
         centerPoint.add(centerPoint400.getLatitude());
-        resultMap.put("centerPoint",centerPoint);
+        resultMap.put("centerPoint", centerPoint);
         return resultMap;
     }
 
@@ -411,8 +425,8 @@
         //������������
         //���������������
         List<Organization> allChildrenOrganization = organizationService.getChildrenOrganizationsById(orgId);
-        if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1){
-            for (Organization organization:allChildrenOrganization) {
+        if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1) {
+            for (Organization organization : allChildrenOrganization) {
                 allOrgId.add(organization.getId());
             }
         }
@@ -421,33 +435,33 @@
         //������������list���������������mac
         List<String> deviceMacList = new ArrayList<>();
         //������������map���Mac������key���device������value
-        Map<String,Device> deviceMap = new HashMap<>();
+        Map<String, Device> deviceMap = new HashMap<>();
         List<Double> longitudeList = new ArrayList<>();
         List<Double> latitudeList = new ArrayList<>();
-        for (Integer orgIdWithoutDuplicates:allOrgIdWithoutDuplicates) {
+        for (Integer orgIdWithoutDuplicates : allOrgIdWithoutDuplicates) {
             //������id������������������
             QueryWrapper<Device> wrapper_device = new QueryWrapper<>();
-            wrapper_device.eq("is_delete",Constants.NOT_DELETE).eq("organization_id",orgIdWithoutDuplicates);
+            wrapper_device.eq("is_delete", Constants.NOT_DELETE).eq("organization_id", orgIdWithoutDuplicates);
             List<Device> devices = new ArrayList<>();
             devices = deviceMapper.selectList(wrapper_device);
-            if (devices.size()>0){
-                for (Device device:devices) {
+            if (devices.size() > 0) {
+                for (Device device : devices) {
                     String mac = device.getMac();
                     deviceMacList.add(mac);
-                    deviceMap.put(mac,device);
+                    deviceMap.put(mac, device);
                     double longitude = device.getLongitude();
                     double latitude = device.getLatitude();
                     longitudeList.add(longitude);
                     latitudeList.add(latitude);
                 }
-            }else {
+            } else {
                 continue;
             }
         }
-        double latitudeMin = Collections.min(latitudeList)-0.0018;
-        double latitudeMax = Collections.max(latitudeList)+0.0018;
-        double longitudeMin = Collections.min(longitudeList)-0.2/(111*Math.cos(latitudeMin));
-        double longitudeMax = Collections.max(longitudeList)+0.2/(111*Math.cos(latitudeMin));
+        double latitudeMin = Collections.min(latitudeList) - 0.0018;
+        double latitudeMax = Collections.max(latitudeList) + 0.0018;
+        double longitudeMin = Collections.min(longitudeList) - 0.2 / (111 * Math.cos(latitudeMin));
+        double longitudeMax = Collections.max(longitudeList) + 0.2 / (111 * Math.cos(latitudeMin));
         List<Double> bound = new ArrayList<>();
         bound.add(longitudeMin);
         bound.add(latitudeMin);
@@ -471,7 +485,7 @@
         bound1.add(right_down);
         bound1.add(left_down);
         List<GeoCoordinate> geoCoordinates = new ArrayList<>();
-        for (List bo:bound1) {
+        for (List bo : bound1) {
             GeoCoordinate g = new GeoCoordinate();
             g.setLatitude(Double.parseDouble(bo.get(0).toString()));
             g.setLongitude(Double.parseDouble(bo.get(1).toString()));
@@ -487,11 +501,11 @@
         String endTime = parameters.get("endTime").toString();
         int hour = Integer.parseInt(parameters.get("hour").toString());
         Date newEndTime = new Date();
-        for (int i=hour;i>=0;i--){
+        for (int i = hour; i >= 0; i--) {
             Map<String, Object> resultMap = new HashMap<>();
             //������������������������������
-            resultMap.put("centerPoint",centerPoint);
-            resultMap.put("bound",bound);
+            resultMap.put("centerPoint", centerPoint);
+            resultMap.put("bound", bound);
             Calendar calendar = Calendar.getInstance();
             try {
                 newEndTime = df.parse(endTime);
@@ -499,15 +513,15 @@
                 e.printStackTrace();
             }
             calendar.setTime(newEndTime);
-            calendar.set(Calendar.HOUR_OF_DAY,calendar.get(Calendar.HOUR_OF_DAY)-i);
-            String time = df.format(calendar.getTime())+":00:00";
+            calendar.set(Calendar.HOUR_OF_DAY, calendar.get(Calendar.HOUR_OF_DAY) - i);
+            String time = df.format(calendar.getTime()) + ":00:00";
             //������������
-            resultMap.put("time",time);
-            String timeUnits =  DateUtils.dateToDateString(calendar.getTime(), DateUtils.yyyyMM_EN);
-            List<Map<String,Object>> historyHourlyDatas = new ArrayList<>();
+            resultMap.put("time", time);
+            String timeUnits = DateUtils.dateToDateString(calendar.getTime(), DateUtils.yyyyMM_EN);
+            List<Map<String, Object>> historyHourlyDatas = new ArrayList<>();
             historyHourlyDatas = historyHourlyMapper.selectDataByMacsAndTime(timeUnits, deviceMacList, time);
             List<Object> oneHourlyList = new ArrayList<>();
-            for (Map historyHourlyData:historyHourlyDatas) {
+            for (Map historyHourlyData : historyHourlyDatas) {
                 List<Object> list1 = new ArrayList<>();
                 String mac = historyHourlyData.get("mac").toString();
                 Device device = deviceMap.get(mac);
@@ -521,10 +535,52 @@
                 list1.add(level);
                 oneHourlyList.add(list1);
             }
-            resultMap.put("list",oneHourlyList);
+            resultMap.put("list", oneHourlyList);
             list.add(resultMap);
         }
         return list;
+    }
+
+    @Override
+    public List<Map<String, Object>> getHourCompleteDataByMacSensorCodeDate(Map<String, Object> map) {
+        String mac = map.get("mac").toString();
+        String sensorCode = map.get("sensor_code").toString();
+        String date = map.get("date").toString();
+        String dateTime = date.replace("-", "");
+        String timeUnits = dateTime.substring(0, 6) + "_complete";
+        Map<String, Object> params = new HashMap<>();
+        params.put("timeUnits", timeUnits);
+        params.put("mac", mac);
+        List resultList = new ArrayList();
+        for (int i = 0; i < 24; i++) {
+            Map<String, Object> oneHourDateMap = new HashMap<>();
+            String j;
+            if (i < 10) {
+                j = " 0" + i + ":00:00";
+            } else {
+                j = " " + i + ":00:00";
+            }
+            String time = date + j;
+            params.put("time", time);
+            String resultTime = time.substring(0, 13);
+            if (ObjectUtils.isEmpty(historyHourlyMapper.selectHourlyData(params))) {
+                oneHourDateMap.put("time", resultTime);
+                oneHourDateMap.put("values", new ArrayList<>());
+                resultList.add(oneHourDateMap);
+                continue;
+            }
+            String oneHourlyData = null;
+            oneHourlyData = historyHourlyMapper.selectHourlyData(params);
+            JSONObject js = JSONObject.parseObject(oneHourlyData);
+            String sensorDate = js.get(sensorCode).toString();
+            sensorDate = sensorDate.replace("[", "");
+            sensorDate = sensorDate.replace("]", "");
+            String[] split = sensorDate.split(",");
+            oneHourDateMap.put("time", resultTime);
+            oneHourDateMap.put("values", split);
+            resultList.add(oneHourDateMap);
+        }
+        return resultList;
     }
 
     /**
@@ -545,15 +601,70 @@
     }
 
     @Override
-    public Double getSensorSumByMacs(String sensorCode, List macs, String time) {
-        String timeUnits = time.substring(0, 7).replace("-", "");
-        return historyHourlyMapper.getSensorSumByMacs(sensorCode, macs, time, timeUnits);
+    public List<HistoryHourly> getValueByMacs(List<String> macs, String time) {
+        QueryWrapper<HistoryHourly> queryWrapper = new QueryWrapper<>();
+        queryWrapper.select("time", "value")
+                .likeRight("time", time)
+                .in("mac", macs);
+        Date date = DateUtils.getDate(time, DateUtils.yyyy_MM_dd_EN);
+        List<String> tableNames = MybatisPLUSUtils.getTableNamesByWrapper(date, date, SeparateTableType.MONTH);
+        return multiTableQuery(queryWrapper, tableNames);
     }
 
     @Override
-    public Double getSensorAvgByMacs(String sensorCode, List macs, String time) {
-        String timeUnits = time.substring(0, 7).replace("-", "");
-        return historyHourlyMapper.getSensorAvgByMacs(sensorCode, macs, time, timeUnits);
+    public Double calculatedValue(List<HistoryHourly> list, String sensorCode, String type, Double lower, Double upper) {
+        Supplier<Stream<HistoryHourly>> supplier = list::stream;
+        DoubleStream doubleStream = supplier.get()
+                .flatMapToDouble(v -> {
+                    Map<String, Object> dataValue = JSONObject.parseObject(v.getValue(), Map.class);
+                    Object sensorValue = dataValue.get(sensorCode);
+
+                    if (ObjectUtils.isEmpty(sensorValue)) {
+                        return null;
+                    }
+
+                    //���������������������
+                    Object flag = dataValue.get(sensorCode + "-" + Constants.MARKER_BIT_KEY);
+                    if (!Constants.MARKER_BIT_TRUE.equals(flag)) {
+                        return null;
+                    }
+
+                    double aDouble = Double.parseDouble(sensorValue.toString());
+
+                    //������������������������������
+                    if (!ObjectUtils.isEmpty(lower)) {
+                        if (aDouble < lower) {
+                            return null;
+                        }
+                    }
+                    if (!ObjectUtils.isEmpty(upper)) {
+                        if (aDouble > upper) {
+                            return null;
+                        }
+                    }
+
+                    return DoubleStream.of(aDouble);
+                });
+        Double result = null;
+        OptionalDouble optionalDouble = null;
+        if ("sum".equals(type)) {
+            result = doubleStream.sum();
+        } else {
+            if ("min".equals(type)) {
+                optionalDouble = doubleStream.min();
+
+            } else if ("max".equals(type)) {
+                optionalDouble = doubleStream.max();
+
+            } else if ("avg".equals(type)) {
+                optionalDouble = doubleStream.average();
+            }
+
+            if (optionalDouble.isPresent()) {
+                result = optionalDouble.getAsDouble();
+            }
+        }
+        return result;
     }
 
     /**

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