blame | history | patch | commit | commitdiff | ignore whitespace
jinpengyong
2023-01-05 66309ec82964316c3ae032fdcf2742d59179922c 
 screen-api/src/main/java/com/moral/api/service/impl/HistoryHourlyServiceImpl.java


@@ -1,19 +1,43 @@


package com.moral.api.service.impl;




import com.alibaba.fastjson.JSONObject;


import com.moral.api.mapper.HistoryHourlyMapper;


import com.moral.api.service.HistoryHourlyService;


import com.moral.constant.Constants;


import com.moral.util.AQIUtils;


import com.moral.util.DateUtils;




import com.moral.api.entity.*;


import com.moral.api.mapper.ServicesScopeDeviceMapper;


import com.moral.api.mapper.ServicesScopeMapper;


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.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.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>


@@ -28,6 +52,18 @@




    @Autowired


    private HistoryHourlyMapper historyHourlyMapper;




    @Autowired


    private DeviceMapper deviceMapper;




    @Autowired


    private OrganizationService organizationService;




    @Autowired


    private ServicesScopeMapper servicesScopeMapper;




    @Autowired


    private ServicesScopeDeviceMapper servicesScopeDeviceMapper;




    @Override


    public Map<String, Object> getHourlyAqiByMac(String mac) {


@@ -45,7 +81,786 @@


            return result;


        }


        Map<String, Object> data = JSONObject.parseObject(value, Map.class);


        result.put("AQI", AQIUtils.hourlyAqi(data));


        AQI aqi = AQIUtils.hourlyAQI(data);


        result.put("AQI", aqi.getAQIValue());


        return result;


    }




    /**


     * @Description: 通过组织id和因子编码获取上一个小时数据


     * @Param: [map]


     * @return: java.util.Map<java.lang.String, java.lang.Object>


     * @Author: lizijie


     * @Date: 2021/12/7 10:07


     **/


    @Override


    public Map<String, Object> getLastHourDataByOrgIdAndSensorCode(Map parameters) {


        Map<String, Object> resultMap = new HashMap<>();


        int orgId = Integer.parseInt(parameters.get("organization_id").toString());


        //定义一个集合，存放所有id


        List<Integer> allOrgId = new ArrayList<>();


        allOrgId.add(orgId);


        //循环集合


        //所有子组织


        List<Organization> allChildrenOrganization = organizationService.getChildrenOrganizationsById(orgId);


        if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1) {


            for (Organization organization : allChildrenOrganization) {


                allOrgId.add(organization.getId());


            }


        }


        //集合去重


        List<Integer> allOrgIdWithoutDuplicates = allOrgId.stream().distinct().collect(Collectors.toList());


        //声明一个list，存放设备mac


        List<String> deviceMacList = new ArrayList<>();


        //声明一个map，Mac作为key，device作为value


        Map<String, Device> deviceMap = new HashMap<>();


        for (Integer orgIdWithoutDuplicates : allOrgIdWithoutDuplicates) {


            //根据id查询所属设备


            QueryWrapper<Device> wrapper_device = new QueryWrapper<>();


            wrapper_device.eq("is_delete", Constants.NOT_DELETE).eq("organization_id", orgIdWithoutDuplicates);


            List<Device> devices = new ArrayList<>();


            devices = deviceMapper.selectList(wrapper_device);


            if (devices.size() > 0) {


                for (Device device : devices) {


                    String mac = device.getMac();


                    deviceMacList.add(mac);


                    deviceMap.put(mac, device);


                }


            } else {


                continue;


            }


        }


        //获取时间


        SimpleDateFormat df = new SimpleDateFormat("yyyy-MM-dd HH");


        Calendar calendar = Calendar.getInstance();


        calendar.set(Calendar.HOUR_OF_DAY, calendar.get(Calendar.HOUR_OF_DAY) - 1);


        String time = df.format(calendar.getTime()) + ":00:00";


        resultMap.put("time", time);


        String timeUnits = DateUtils.dateToDateString(calendar.getTime(), DateUtils.yyyyMM_EN);


        List<Map<String, Object>> historyHourlyDatas = new ArrayList<>();


        historyHourlyDatas = historyHourlyMapper.selectDataByMacsAndTime(timeUnits, deviceMacList, time);


        List<Object> list = new ArrayList<>();


        List<Double> longitudeList = new ArrayList<>();


        List<Double> latitudeList = new ArrayList<>();


        for (Map historyHourlyData : historyHourlyDatas) {


            List<Object> list1 = new ArrayList<>();


            String mac = historyHourlyData.get("mac").toString();


            Device device = deviceMap.get(mac);


            double longitude = device.getLongitude();


            double latitude = device.getLatitude();


            longitudeList.add(longitude);


            latitudeList.add(latitude);


            JSONObject value = JSONObject.parseObject(historyHourlyData.get("value").toString());


            double num = Double.parseDouble(value.get(parameters.get("sensor_code")).toString());


            int level = PollutantUtils.pollutantLevel(num, (parameters.get("sensor_code")).toString());


            list1.add(longitude);


            list1.add(latitude);


            list1.add(level);


            list.add(list1);


        }


        resultMap.put("list", list);


        double latitudeMin = Collections.min(latitudeList) - 0.0018;


        double latitudeMax = Collections.max(latitudeList) + 0.0018;


        double longitudeMin = Collections.min(longitudeList) - 0.2 / (111 * Math.cos(latitudeMin));


        double longitudeMax = Collections.max(longitudeList) + 0.2 / (111 * Math.cos(latitudeMin));


        List<Double> bound = new ArrayList<>();


        bound.add(longitudeMin);


        bound.add(latitudeMax);


        bound.add(longitudeMax);


        bound.add(latitudeMin);


        resultMap.put("bound", bound);


        List<List> bound1 = new ArrayList<>();


        List<Double> left_up = new ArrayList<>();


        left_up.add(latitudeMax);


        left_up.add(longitudeMin);


        List<Double> right_up = new ArrayList<>();


        right_up.add(latitudeMax);


        right_up.add(longitudeMax);


        List<Double> left_down = new ArrayList<>();


        left_down.add(latitudeMin);


        left_down.add(longitudeMin);


        List<Double> right_down = new ArrayList<>();


        right_down.add(latitudeMin);


        right_down.add(longitudeMax);


        bound1.add(left_up);


        bound1.add(right_up);


        bound1.add(right_down);


        bound1.add(left_down);


        List<GeoCoordinate> geoCoordinates = new ArrayList<>();


        for (List bo : bound1) {


            GeoCoordinate g = new GeoCoordinate();


            g.setLatitude(Double.parseDouble(bo.get(0).toString()));


            g.setLongitude(Double.parseDouble(bo.get(1).toString()));


            geoCoordinates.add(g);


        }


        GeoCoordinate centerPoint400 = GetCenterPointFromListOfCoordinates.getCenterPoint400(geoCoordinates);


        List centerPoint = new ArrayList();


        centerPoint.add(centerPoint400.getLongitude());


        centerPoint.add(centerPoint400.getLatitude());


        resultMap.put("centerPoint", centerPoint);


        return resultMap;


    }




    @Override


    public Map<String, Object> getLastTwelveHourDataByOrgIdAndSensorCode(Map parameters) {


        Map<String, Object> resultMap = new HashMap<>();


        int orgId = Integer.parseInt(parameters.get("organization_id").toString());


        //定义一个集合，存放所有id


        List<Integer> allOrgId = new ArrayList<>();


        allOrgId.add(orgId);


        //循环集合


        //所有子组织


        List<Organization> allChildrenOrganization = organizationService.getChildrenOrganizationsById(orgId);


        if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1) {


            for (Organization organization : allChildrenOrganization) {


                allOrgId.add(organization.getId());


            }


        }


        //集合去重


        List<Integer> allOrgIdWithoutDuplicates = allOrgId.stream().distinct().collect(Collectors.toList());


        //声明一个list，存放设备mac


        List<String> deviceMacList = new ArrayList<>();


        //声明一个map，Mac作为key，device作为value


        Map<String, Device> deviceMap = new HashMap<>();


        List<Double> longitudeList = new ArrayList<>();


        List<Double> latitudeList = new ArrayList<>();


        for (Integer orgIdWithoutDuplicates : allOrgIdWithoutDuplicates) {


            //根据id查询所属设备


            QueryWrapper<Device> wrapper_device = new QueryWrapper<>();


            wrapper_device.eq("is_delete", Constants.NOT_DELETE).eq("organization_id", orgIdWithoutDuplicates);


            List<Device> devices = new ArrayList<>();


            devices = deviceMapper.selectList(wrapper_device);


            if (devices.size() > 0) {


                for (Device device : devices) {


                    String mac = device.getMac();


                    deviceMacList.add(mac);


                    deviceMap.put(mac, device);


                    double longitude = device.getLongitude();


                    double latitude = device.getLatitude();


                    longitudeList.add(longitude);


                    latitudeList.add(latitude);


                }


            } else {


                continue;


            }


        }


        List<Object> list = new ArrayList<>();


        //获取时间


        SimpleDateFormat df = new SimpleDateFormat("yyyy-MM-dd HH");


        for (int i = 12; i > 0; i--) {


            Calendar calendar = Calendar.getInstance();


            calendar.set(Calendar.HOUR_OF_DAY, calendar.get(Calendar.HOUR_OF_DAY) - i);


            String time = df.format(calendar.getTime()) + ":00:00";


            String timeUnits = DateUtils.dateToDateString(calendar.getTime(), DateUtils.yyyyMM_EN);


            List<Map<String, Object>> historyHourlyDatas = new ArrayList<>();


            historyHourlyDatas = historyHourlyMapper.selectDataByMacsAndTime(timeUnits, deviceMacList, time);


            List<Object> oneHourlyList = new ArrayList<>();


            for (Map historyHourlyData : historyHourlyDatas) {


                List<Object> list1 = new ArrayList<>();


                String mac = historyHourlyData.get("mac").toString();


                Device device = deviceMap.get(mac);


                double longitude = device.getLongitude();


                double latitude = device.getLatitude();


                JSONObject value = JSONObject.parseObject(historyHourlyData.get("value").toString());


                double num = Double.parseDouble(value.get(parameters.get("sensor_code")).toString());


                int level = PollutantUtils.pollutantLevel(num, (parameters.get("sensor_code")).toString());


                list1.add(longitude);


                list1.add(latitude);


                list1.add(level);


                oneHourlyList.add(list1);


            }


            list.add(oneHourlyList);


        }


        resultMap.put("list", list);


        double latitudeMin = Collections.min(latitudeList) - 0.0018;


        double latitudeMax = Collections.max(latitudeList) + 0.0018;


        double longitudeMin = Collections.min(longitudeList) - 0.2 / (111 * Math.cos(latitudeMin));


        double longitudeMax = Collections.max(longitudeList) + 0.2 / (111 * Math.cos(latitudeMin));


        List<Double> bound = new ArrayList<>();


        bound.add(latitudeMax);


        bound.add(longitudeMax);


        bound.add(latitudeMin);


        bound.add(longitudeMin);


        resultMap.put("bound", bound);


        List<List> bound1 = new ArrayList<>();


        List<Double> left_up = new ArrayList<>();


        left_up.add(latitudeMax);


        left_up.add(longitudeMin);


        List<Double> right_up = new ArrayList<>();


        right_up.add(latitudeMax);


        right_up.add(longitudeMax);


        List<Double> left_down = new ArrayList<>();


        left_down.add(latitudeMin);


        left_down.add(longitudeMin);


        List<Double> right_down = new ArrayList<>();


        right_down.add(latitudeMin);


        right_down.add(longitudeMax);


        bound1.add(left_up);


        bound1.add(right_up);


        bound1.add(right_down);


        bound1.add(left_down);


        List<GeoCoordinate> geoCoordinates = new ArrayList<>();


        for (List bo : bound1) {


            GeoCoordinate g = new GeoCoordinate();


            g.setLatitude(Double.parseDouble(bo.get(0).toString()));


            g.setLongitude(Double.parseDouble(bo.get(1).toString()));


            geoCoordinates.add(g);


        }


        GeoCoordinate centerPoint400 = GetCenterPointFromListOfCoordinates.getCenterPoint400(geoCoordinates);


        List centerPoint = new ArrayList();


        centerPoint.add(centerPoint400.getLongitude());


        centerPoint.add(centerPoint400.getLatitude());


        resultMap.put("centerPoint", centerPoint);


        return resultMap;


    }




    @Override


    public Map<String, Object> getThermodynamicDiagramDataByOrgIdSensorCodeTime(Map<String, Object> parameters) {


        Map<String, Object> resultMap = new HashMap<>();


        int orgId = Integer.parseInt(parameters.get("organization_id").toString());


        //定义一个集合，存放所有id


        List<Integer> allOrgId = new ArrayList<>();


        allOrgId.add(orgId);


        //循环集合


        //所有子组织


        List<Organization> allChildrenOrganization = organizationService.getChildrenOrganizationsById(orgId);


        if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1) {


            for (Organization organization : allChildrenOrganization) {


                allOrgId.add(organization.getId());


            }


        }


        //集合去重


        List<Integer> allOrgIdWithoutDuplicates = allOrgId.stream().distinct().collect(Collectors.toList());


        //声明一个list，存放设备mac


        List<String> deviceMacList = new ArrayList<>();


        //声明一个map，Mac作为key，device作为value


        Map<String, Device> deviceMap = new HashMap<>();


        List<Double> longitudeList = new ArrayList<>();


        List<Double> latitudeList = new ArrayList<>();


        for (Integer orgIdWithoutDuplicates : allOrgIdWithoutDuplicates) {


            //根据id查询所属设备


            QueryWrapper<Device> wrapper_device = new QueryWrapper<>();


            wrapper_device.eq("is_delete", Constants.NOT_DELETE).eq("organization_id", orgIdWithoutDuplicates);


            List<Device> devices = new ArrayList<>();


            devices = deviceMapper.selectList(wrapper_device);


            if (devices.size() > 0) {


                for (Device device : devices) {


                    String mac = device.getMac();


                    deviceMacList.add(mac);


                    deviceMap.put(mac, device);


                    double longitude = device.getLongitude();


                    double latitude = device.getLatitude();


                    longitudeList.add(longitude);


                    latitudeList.add(latitude);


                }


            } else {


                continue;


            }


        }


        //获取时间


        String time = parameters.get("time").toString().substring(0, 13) + ":00:00";


        resultMap.put("time", time);


        String timeUnits = DateUtils.stringToDateString(time, DateUtils.yyyy_MM_dd_HH_mm_ss_EN, DateUtils.yyyyMM_EN);


        List<Map<String, Object>> historyHourlyDatas = new ArrayList<>();


        historyHourlyDatas = historyHourlyMapper.selectDataByMacsAndTime(timeUnits, deviceMacList, time);


        List<Object> list = new ArrayList<>();


        for (Map historyHourlyData : historyHourlyDatas) {


            List<Object> list1 = new ArrayList<>();


            String mac = historyHourlyData.get("mac").toString();


            Device device = deviceMap.get(mac);


            double longitude = device.getLongitude();


            double latitude = device.getLatitude();


            JSONObject value = JSONObject.parseObject(historyHourlyData.get("value").toString());


            double num = Double.parseDouble(value.get(parameters.get("sensor_code")).toString());


            int level = PollutantUtils.pollutantLevel(num, (parameters.get("sensor_code")).toString());


            list1.add(longitude);


            list1.add(latitude);


            list1.add(level);


            list.add(list1);


        }


        resultMap.put("list", list);


        double latitudeMin = Collections.min(latitudeList) - 0.0018;


        double latitudeMax = Collections.max(latitudeList) + 0.0018;


        double longitudeMin = Collections.min(longitudeList) - 0.2 / (111 * Math.cos(latitudeMin));


        double longitudeMax = Collections.max(longitudeList) + 0.2 / (111 * Math.cos(latitudeMin));


        List<Double> bound = new ArrayList<>();


        bound.add(longitudeMin);


        bound.add(latitudeMin);


        bound.add(longitudeMax);


        bound.add(latitudeMax);


        resultMap.put("bound", bound);


        List<List> bound1 = new ArrayList<>();


        List<Double> left_up = new ArrayList<>();


        left_up.add(latitudeMax);


        left_up.add(longitudeMin);


        List<Double> right_up = new ArrayList<>();


        right_up.add(latitudeMax);


        right_up.add(longitudeMax);


        List<Double> left_down = new ArrayList<>();


        left_down.add(latitudeMin);


        left_down.add(longitudeMin);


        List<Double> right_down = new ArrayList<>();


        right_down.add(latitudeMin);


        right_down.add(longitudeMax);


        bound1.add(left_up);


        bound1.add(right_up);


        bound1.add(right_down);


        bound1.add(left_down);


        List<GeoCoordinate> geoCoordinates = new ArrayList<>();


        for (List bo : bound1) {


            GeoCoordinate g = new GeoCoordinate();


            g.setLatitude(Double.parseDouble(bo.get(0).toString()));


            g.setLongitude(Double.parseDouble(bo.get(1).toString()));


            geoCoordinates.add(g);


        }


        GeoCoordinate centerPoint400 = GetCenterPointFromListOfCoordinates.getCenterPoint400(geoCoordinates);


        List centerPoint = new ArrayList();


        centerPoint.add(centerPoint400.getLongitude());


        centerPoint.add(centerPoint400.getLatitude());


        resultMap.put("centerPoint", centerPoint);


        return resultMap;


    }




    @Override


    public Map<String, Object> getThermodynamicDiagramDataByOrgIdSensorCodeTimeV2(Map<String, Object> parameters) {


        Map<String, Object> resultMap = new HashMap<>();


        int servicesScopeId = Integer.parseInt(parameters.get("servicesScopeId").toString());


        QueryWrapper<ServicesScopeDevice> servicesScopeDeviceQueryWrapper = new QueryWrapper<>();


        servicesScopeDeviceQueryWrapper.eq("is_delete",Constants.NOT_DELETE);


        servicesScopeDeviceQueryWrapper.eq("services_scope_id",servicesScopeId);


        List<ServicesScopeDevice> servicesScopeDevices = servicesScopeDeviceMapper.selectList(servicesScopeDeviceQueryWrapper);


        List<Integer> deviceIds = servicesScopeDevices.stream().map(p -> p.getDeviceId()).collect(Collectors.toList());


        //声明一个list，存放设备mac


        List<String> deviceMacList = new ArrayList<>();


        //声明一个map，Mac作为key，device作为value


        Map<String, Device> deviceMap = new HashMap<>();


        //根据id查询所属设备


        QueryWrapper<Device> wrapper_device = new QueryWrapper<>();


        wrapper_device.eq("is_delete", Constants.NOT_DELETE);


        wrapper_device.in("id",deviceIds);


        List<Device> devices = new ArrayList<>();


        devices = deviceMapper.selectList(wrapper_device);


        if (devices.size() > 0) {


            for (Device device : devices) {


                String mac = device.getMac();


                deviceMacList.add(mac);


                deviceMap.put(mac, device);


            }


        }


        //获取时间


        String time = parameters.get("time").toString().substring(0, 13) + ":00:00";


        resultMap.put("time", time);


        String timeUnits = DateUtils.stringToDateString(time, DateUtils.yyyy_MM_dd_HH_mm_ss_EN, DateUtils.yyyyMM_EN);


        List<Map<String, Object>> historyHourlyDatas = new ArrayList<>();


        historyHourlyDatas = historyHourlyMapper.selectDataByMacsAndTime(timeUnits, deviceMacList, time);


        List<Object> list = new ArrayList<>();


        for (Map historyHourlyData : historyHourlyDatas) {


            List<Object> list1 = new ArrayList<>();


            String mac = historyHourlyData.get("mac").toString();


            Device device = deviceMap.get(mac);


            double longitude = device.getLongitude();


            double latitude = device.getLatitude();


            JSONObject value = JSONObject.parseObject(historyHourlyData.get("value").toString());


            double num = Double.parseDouble(value.get(parameters.get("sensor_code")).toString());


            int level = PollutantUtils.pollutantLevel(num, (parameters.get("sensor_code")).toString());


            list1.add(longitude);


            list1.add(latitude);


            list1.add(level);


            list.add(list1);


        }


        resultMap.put("list", list);


        ServicesScope servicesScope = servicesScopeMapper.selectById(servicesScopeId);


        String boundary = servicesScope.getBoundary();


        String[] boundary_points = boundary.split(";");


        List boundary_pointList = new ArrayList();


        List bound = new ArrayList();


        for (String boundary_point:boundary_points) {


            List boundary_point_one = new ArrayList();


            String[] boundary_point_one_array = boundary_point.split(",");


            boundary_point_one.add(Double.parseDouble(boundary_point_one_array[0]));


            boundary_point_one.add(Double.parseDouble(boundary_point_one_array[1]));


            boundary_pointList.add(boundary_point_one);


        }


        if (boundary_pointList.size()>0){


            boundary_pointList.add(boundary_pointList.get(0));


        }


        bound.add(boundary_pointList);


        resultMap.put("bound", bound);


        List centerPoint = new ArrayList();


        centerPoint.add(servicesScope.getCenterLongitude());


        centerPoint.add(servicesScope.getCenterLatitude());


        resultMap.put("centerPoint", centerPoint);


        return resultMap;


    }




    @Override


    public List<Map<String, Object>> getThermodynamicDiagramDataByOrgIdSensorCodeTimeslot(Map<String, Object> parameters) {


        int orgId = Integer.parseInt(parameters.get("organization_id").toString());


        //定义一个集合，存放所有id


        List<Integer> allOrgId = new ArrayList<>();


        allOrgId.add(orgId);


        //循环集合


        //所有子组织


        List<Organization> allChildrenOrganization = organizationService.getChildrenOrganizationsById(orgId);


        if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1) {


            for (Organization organization : allChildrenOrganization) {


                allOrgId.add(organization.getId());


            }


        }


        //集合去重


        List<Integer> allOrgIdWithoutDuplicates = allOrgId.stream().distinct().collect(Collectors.toList());


        //声明一个list，存放设备mac


        List<String> deviceMacList = new ArrayList<>();


        //声明一个map，Mac作为key，device作为value


        Map<String, Device> deviceMap = new HashMap<>();


        List<Double> longitudeList = new ArrayList<>();


        List<Double> latitudeList = new ArrayList<>();


        for (Integer orgIdWithoutDuplicates : allOrgIdWithoutDuplicates) {


            //根据id查询所属设备


            QueryWrapper<Device> wrapper_device = new QueryWrapper<>();


            wrapper_device.eq("is_delete", Constants.NOT_DELETE).eq("organization_id", orgIdWithoutDuplicates);


            List<Device> devices = new ArrayList<>();


            devices = deviceMapper.selectList(wrapper_device);


            if (devices.size() > 0) {


                for (Device device : devices) {


                    String mac = device.getMac();


                    deviceMacList.add(mac);


                    deviceMap.put(mac, device);


                    double longitude = device.getLongitude();


                    double latitude = device.getLatitude();


                    longitudeList.add(longitude);


                    latitudeList.add(latitude);


                }


            } else {


                continue;


            }


        }


        double latitudeMin = Collections.min(latitudeList) - 0.0018;


        double latitudeMax = Collections.max(latitudeList) + 0.0018;


        double longitudeMin = Collections.min(longitudeList) - 0.2 / (111 * Math.cos(latitudeMin));


        double longitudeMax = Collections.max(longitudeList) + 0.2 / (111 * Math.cos(latitudeMin));


        List<Double> bound = new ArrayList<>();


        bound.add(longitudeMin);


        bound.add(latitudeMin);


        bound.add(longitudeMax);


        bound.add(latitudeMax);


        List<List> bound1 = new ArrayList<>();


        List<Double> left_up = new ArrayList<>();


        left_up.add(latitudeMax);


        left_up.add(longitudeMin);


        List<Double> right_up = new ArrayList<>();


        right_up.add(latitudeMax);


        right_up.add(longitudeMax);


        List<Double> left_down = new ArrayList<>();


        left_down.add(latitudeMin);


        left_down.add(longitudeMin);


        List<Double> right_down = new ArrayList<>();


        right_down.add(latitudeMin);


        right_down.add(longitudeMax);


        bound1.add(left_up);


        bound1.add(right_up);


        bound1.add(right_down);


        bound1.add(left_down);


        List<GeoCoordinate> geoCoordinates = new ArrayList<>();


        for (List bo : bound1) {


            GeoCoordinate g = new GeoCoordinate();


            g.setLatitude(Double.parseDouble(bo.get(0).toString()));


            g.setLongitude(Double.parseDouble(bo.get(1).toString()));


            geoCoordinates.add(g);


        }


        GeoCoordinate centerPoint400 = GetCenterPointFromListOfCoordinates.getCenterPoint400(geoCoordinates);


        List centerPoint = new ArrayList();


        centerPoint.add(centerPoint400.getLongitude());


        centerPoint.add(centerPoint400.getLatitude());


        List<Map<String, Object>> list = new ArrayList<>();


        //获取时间


        SimpleDateFormat df = new SimpleDateFormat("yyyy-MM-dd HH");


        String endTime = parameters.get("endTime").toString();


        int hour = Integer.parseInt(parameters.get("hour").toString());


        Date newEndTime = new Date();


        for (int i = hour; i >= 0; i--) {


            Map<String, Object> resultMap = new HashMap<>();


            //先存放中心点和边界点


            resultMap.put("centerPoint", centerPoint);


            resultMap.put("bound", bound);


            Calendar calendar = Calendar.getInstance();


            try {


                newEndTime = df.parse(endTime);


            } catch (ParseException e) {


                e.printStackTrace();


            }


            calendar.setTime(newEndTime);


            calendar.set(Calendar.HOUR_OF_DAY, calendar.get(Calendar.HOUR_OF_DAY) - i);


            String time = df.format(calendar.getTime()) + ":00:00";


            //存放时间


            resultMap.put("time", time);


            String timeUnits = DateUtils.dateToDateString(calendar.getTime(), DateUtils.yyyyMM_EN);


            List<Map<String, Object>> historyHourlyDatas = new ArrayList<>();


            historyHourlyDatas = historyHourlyMapper.selectDataByMacsAndTime(timeUnits, deviceMacList, time);


            List<Object> oneHourlyList = new ArrayList<>();


            for (Map historyHourlyData : historyHourlyDatas) {


                List<Object> list1 = new ArrayList<>();


                String mac = historyHourlyData.get("mac").toString();


                Device device = deviceMap.get(mac);


                double longitude = device.getLongitude();


                double latitude = device.getLatitude();


                JSONObject value = JSONObject.parseObject(historyHourlyData.get("value").toString());


                double num = Double.parseDouble(value.get(parameters.get("sensor_code")).toString());


                int level = PollutantUtils.pollutantLevel(num, (parameters.get("sensor_code")).toString());


                list1.add(longitude);


                list1.add(latitude);


                list1.add(level);


                oneHourlyList.add(list1);


            }


            resultMap.put("list", oneHourlyList);


            list.add(resultMap);


        }


        return list;


    }




    @Override


    public List<Map<String, Object>> getThermodynamicDiagramDataByOrgIdSensorCodeTimeslotV2(Map<String, Object> parameters) {


        int servicesScopeId = Integer.parseInt(parameters.get("servicesScopeId").toString());


        QueryWrapper<ServicesScopeDevice> servicesScopeDeviceQueryWrapper = new QueryWrapper<>();


        servicesScopeDeviceQueryWrapper.eq("is_delete",Constants.NOT_DELETE);


        servicesScopeDeviceQueryWrapper.eq("services_scope_id",servicesScopeId);


        List<ServicesScopeDevice> servicesScopeDevices = servicesScopeDeviceMapper.selectList(servicesScopeDeviceQueryWrapper);


        List<Integer> deviceIds = servicesScopeDevices.stream().map(p -> p.getDeviceId()).collect(Collectors.toList());


        //声明一个list，存放设备mac


        List<String> deviceMacList = new ArrayList<>();


        //声明一个map，Mac作为key，device作为value


        Map<String, Device> deviceMap = new HashMap<>();


        //根据id查询所属设备


        QueryWrapper<Device> wrapper_device = new QueryWrapper<>();


        wrapper_device.eq("is_delete", Constants.NOT_DELETE);


        wrapper_device.in("id",deviceIds);


        List<Device> devices = new ArrayList<>();


        devices = deviceMapper.selectList(wrapper_device);


        if (devices.size() > 0) {


            for (Device device : devices) {


                String mac = device.getMac();


                deviceMacList.add(mac);


                deviceMap.put(mac, device);


            }


        }


        ServicesScope servicesScope = servicesScopeMapper.selectById(servicesScopeId);


        String boundary = servicesScope.getBoundary();


        String[] boundary_points = boundary.split(";");


        List boundary_pointList = new ArrayList();


        List bound = new ArrayList();


        for (String boundary_point:boundary_points) {


            List boundary_point_one = new ArrayList();


            String[] boundary_point_one_array = boundary_point.split(",");


            boundary_point_one.add(Double.parseDouble(boundary_point_one_array[0]));


            boundary_point_one.add(Double.parseDouble(boundary_point_one_array[1]));


            boundary_pointList.add(boundary_point_one);


        }


        if (boundary_pointList.size()>0){


            boundary_pointList.add(boundary_pointList.get(0));


        }


        bound.add(boundary_pointList);


        List centerPoint = new ArrayList();


        centerPoint.add(servicesScope.getCenterLongitude());


        centerPoint.add(servicesScope.getCenterLatitude());


        List<Map<String, Object>> list = new ArrayList<>();


        //获取时间


        SimpleDateFormat df = new SimpleDateFormat("yyyy-MM-dd HH");


        String endTime = parameters.get("endTime").toString();


        int hour = Integer.parseInt(parameters.get("hour").toString());


        Date newEndTime = new Date();


        for (int i = hour; i >= 0; i--) {


            Map<String, Object> resultMap = new HashMap<>();


            //先存放中心点和边界点


            resultMap.put("centerPoint", centerPoint);


            resultMap.put("bound", bound);


            Calendar calendar = Calendar.getInstance();


            try {


                newEndTime = df.parse(endTime);


            } catch (ParseException e) {


                e.printStackTrace();


            }


            calendar.setTime(newEndTime);


            calendar.set(Calendar.HOUR_OF_DAY, calendar.get(Calendar.HOUR_OF_DAY) - i);


            String time = df.format(calendar.getTime()) + ":00:00";


            //存放时间


            resultMap.put("time", time);


            String timeUnits = DateUtils.dateToDateString(calendar.getTime(), DateUtils.yyyyMM_EN);


            List<Map<String, Object>> historyHourlyDatas = new ArrayList<>();


            historyHourlyDatas = historyHourlyMapper.selectDataByMacsAndTime(timeUnits, deviceMacList, time);


            List<Object> oneHourlyList = new ArrayList<>();


            for (Map historyHourlyData : historyHourlyDatas) {


                List<Object> list1 = new ArrayList<>();


                String mac = historyHourlyData.get("mac").toString();


                Device device = deviceMap.get(mac);


                double longitude = device.getLongitude();


                double latitude = device.getLatitude();


                JSONObject value = JSONObject.parseObject(historyHourlyData.get("value").toString());


                double num = Double.parseDouble(value.get(parameters.get("sensor_code")).toString());


                int level = PollutantUtils.pollutantLevel(num, (parameters.get("sensor_code")).toString());


                list1.add(longitude);


                list1.add(latitude);


                list1.add(level);


                oneHourlyList.add(list1);


            }


            resultMap.put("list", oneHourlyList);


            list.add(resultMap);


        }


        return list;


    }




    @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;


    }




    /**


     * @Description: 查询一段时间内某一mac的数据


     * @Param: [mac, startDate, endDate]


     * @return: java.util.List<com.moral.api.entity.HistoryHourly>


     * @Author: 陈凯裕


     * @Date: 2021/9/23


     */


    @Override


    public List<HistoryHourly> getValueByMacAndTime(String mac, Date startDate, Date endDate) {


        QueryWrapper<HistoryHourly> wrapper = new QueryWrapper<>();


        wrapper.eq("mac", mac);


        wrapper.between("time", startDate, endDate);


        List<String> tableNames = MybatisPLUSUtils.getTableNamesByWrapper(startDate, endDate, SeparateTableType.MONTH);


        List<HistoryHourly> datas = multiTableQuery(wrapper, tableNames);


        return datas;


    }




    @Override


    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 List<HistoryHourly> getHourlyDataByMacs(List<String> macs, String time) {


        QueryWrapper<HistoryHourly> queryWrapper = new QueryWrapper<>();


        queryWrapper.select("mac","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 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;


                    }




                    //数据有效性判断


                    Object flag = dataValue.get(sensorCode + "-" + Constants.MARKER_BIT_KEY);


                    if (!Constants.MARKER_BIT_TRUE.equals(flag)) {


                        return null;


                    }




                    double aDouble = Double.parseDouble(sensorValue.toString());




                    //剔除超出上下限的数据


                    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;


    }




    /**


     * @Description: 多表查询，传入表名集合，以及条件wrapper，返回数据


     * @Param: [wrapper, tableNames]


     * @return: java.util.List<com.moral.api.entity.HistoryHourly>


     * @Author: 陈凯裕


     * @Date: 2021/9/23


     */


    private List<HistoryHourly> multiTableQuery(QueryWrapper<HistoryHourly> wrapper, List<String> tableNames) {


        List<HistoryHourly> result = new ArrayList<>();


        for (String tableName : tableNames) {


            MybatisPlusConfig.tableName.set(tableName);


            List<HistoryHourly> datas = historyHourlyMapper.selectList(wrapper);


            result.addAll(datas);


        }


        MybatisPlusConfig.tableName.remove();


        return result;


    }




}