package com.moral.api.service.impl;

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>
 * 已校准小时表 服务实现类
 * </p>
 *
 * @author moral
 * @since 2021-07-14
 */
@Service
public class HistoryHourlyServiceImpl implements HistoryHourlyService {

    @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) {
        Date now = new Date();
        String time = DateUtils.dateToDateString(now, DateUtils.yyyy_MM_dd_HH_EN) + ":00:00";
        //获取小时数据
        Map<String, Object> params = new HashMap<>();
        params.put("timeUnits", DateUtils.dateToDateString(now, DateUtils.yyyyMM_EN));
        params.put("mac", mac);
        params.put("time", time);
        String value = historyHourlyMapper.selectHourlyData(params);
        Map<String, Object> result = new HashMap<>();
        if (ObjectUtils.isEmpty(value)) {
            result.put("AQI", Constants.NULL_VALUE);
            return result;
        }
        Map<String, Object> data = JSONObject.parseObject(value, Map.class);
        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;
    }

}