package com.moral.api.service.impl; 
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import com.alibaba.fastjson.JSON; 
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import com.baomidou.mybatisplus.extension.conditions.query.LambdaQueryChainWrapper; 
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import com.moral.api.entity.*; 
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import com.moral.api.mapper.ServicesScopeDeviceMapper; 
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import com.moral.api.mapper.ServicesScopeMapper; 
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import com.moral.api.vo.HistoryHourlyVo; 
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import org.apache.commons.collections4.CollectionUtils; 
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import org.springframework.beans.factory.annotation.Autowired; 
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import org.springframework.stereotype.Service; 
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import org.springframework.util.ObjectUtils; 
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import java.text.DecimalFormat; 
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import java.text.ParseException; 
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import java.text.SimpleDateFormat; 
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import java.util.*; 
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import java.util.function.Supplier; 
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import java.util.stream.Collectors; 
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import java.util.stream.DoubleStream; 
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import java.util.stream.Stream; 
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import com.alibaba.fastjson.JSONObject; 
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import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper; 
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import com.moral.api.config.mybatis.MybatisPlusConfig; 
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import com.moral.api.mapper.DeviceMapper; 
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import com.moral.api.mapper.HistoryHourlyMapper; 
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import com.moral.api.service.HistoryHourlyService; 
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import com.moral.api.service.OrganizationService; 
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import com.moral.api.service.SensorService; 
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import com.moral.api.utils.GetCenterPointFromListOfCoordinates; 
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import com.moral.constant.Constants; 
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import com.moral.constant.SeparateTableType; 
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import com.moral.pojo.AQI; 
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import com.moral.util.AQIUtils; 
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import com.moral.util.DateUtils; 
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import com.moral.util.MybatisPLUSUtils; 
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import com.moral.util.PollutantUtils; 
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/** 
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 * <p> 
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 * 已校准小时表 服务实现类 
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 * </p> 
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 * 
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 * @author moral 
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 * @since 2021-07-14 
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 */ 
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@Service 
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public class HistoryHourlyServiceImpl implements HistoryHourlyService { 
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    @Autowired 
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    private HistoryHourlyMapper historyHourlyMapper; 
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    @Autowired 
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    private DeviceMapper deviceMapper; 
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    @Autowired 
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    private OrganizationService organizationService; 
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    @Autowired 
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    private ServicesScopeMapper servicesScopeMapper; 
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    @Autowired 
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    private ServicesScopeDeviceMapper servicesScopeDeviceMapper; 
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    @Override 
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    public Map<String, Object> getHourlyAqiByMac(String mac) { 
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        Date now = new Date(); 
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//        String time = DateUtils.dateToDateString(now, DateUtils.yyyy_MM_dd_HH_EN) + ":00:00"; 
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        String time = DateUtils.dateToDateString(DateUtils.addHours(now, -1), DateUtils.yyyy_MM_dd_HH_EN) + ":00:00"; 
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        //获取小时数据 
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        Map<String, Object> params = new HashMap<>(); 
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        params.put("timeUnits", DateUtils.dateToDateString(now, DateUtils.yyyyMM_EN)); 
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        params.put("mac", mac); 
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        params.put("time", time); 
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        String value = historyHourlyMapper.selectHourlyData(params); 
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        Map<String, Object> result = new HashMap<>(); 
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        if (ObjectUtils.isEmpty(value)) { 
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            result.put("AQI", Constants.NULL_VALUE); 
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            return result; 
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        } 
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        Map<String, Object> data = JSONObject.parseObject(value, Map.class); 
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        AQI aqi = AQIUtils.hourlyAQI(data); 
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        result.put("AQI", aqi.getAQIValue()); 
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        return result; 
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    } 
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    /** 
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     * @Description: 通过组织id和因子编码获取上一个小时数据 
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     * @Param: [map] 
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     * @return: java.util.Map<java.lang.String, java.lang.Object> 
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     * @Author: lizijie 
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     * @Date: 2021/12/7 10:07 
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     **/ 
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    @Override 
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    public Map<String, Object> getLastHourDataByOrgIdAndSensorCode(Map parameters) { 
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        Map<String, Object> resultMap = new HashMap<>(); 
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        int orgId = Integer.parseInt(parameters.get("organization_id").toString()); 
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        //定义一个集合,存放所有id 
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        List<Integer> allOrgId = new ArrayList<>(); 
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        allOrgId.add(orgId); 
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        //循环集合 
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        //所有子组织 
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        List<Organization> allChildrenOrganization = organizationService.getChildrenOrganizationsById(orgId); 
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        if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1) { 
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            for (Organization organization : allChildrenOrganization) { 
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                allOrgId.add(organization.getId()); 
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            } 
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        } 
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        //集合去重 
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        List<Integer> allOrgIdWithoutDuplicates = allOrgId.stream().distinct().collect(Collectors.toList()); 
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        //声明一个list,存放设备mac 
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        List<String> deviceMacList = new ArrayList<>(); 
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        //声明一个map,Mac作为key,device作为value 
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        Map<String, Device> deviceMap = new HashMap<>(); 
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        for (Integer orgIdWithoutDuplicates : allOrgIdWithoutDuplicates) { 
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            //根据id查询所属设备 
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            QueryWrapper<Device> wrapper_device = new QueryWrapper<>(); 
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            wrapper_device.eq("is_delete", Constants.NOT_DELETE).eq("organization_id", orgIdWithoutDuplicates); 
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            List<Device> devices = new ArrayList<>(); 
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            devices = deviceMapper.selectList(wrapper_device); 
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            if (devices.size() > 0) { 
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                for (Device device : devices) { 
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                    String mac = device.getMac(); 
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                    deviceMacList.add(mac); 
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                    deviceMap.put(mac, device); 
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                } 
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            } else { 
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                continue; 
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            } 
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        } 
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        //获取时间 
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        SimpleDateFormat df = new SimpleDateFormat("yyyy-MM-dd HH"); 
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        Calendar calendar = Calendar.getInstance(); 
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        calendar.set(Calendar.HOUR_OF_DAY, calendar.get(Calendar.HOUR_OF_DAY) - 1); 
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        String time = df.format(calendar.getTime()) + ":00:00"; 
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        resultMap.put("time", time); 
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        String timeUnits = DateUtils.dateToDateString(calendar.getTime(), DateUtils.yyyyMM_EN); 
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        List<Map<String, Object>> historyHourlyDatas = new ArrayList<>(); 
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        historyHourlyDatas = historyHourlyMapper.selectDataByMacsAndTime(timeUnits, deviceMacList, time); 
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        List<Object> list = new ArrayList<>(); 
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        List<Double> longitudeList = new ArrayList<>(); 
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        List<Double> latitudeList = new ArrayList<>(); 
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        for (Map historyHourlyData : historyHourlyDatas) { 
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            List<Object> list1 = new ArrayList<>(); 
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            String mac = historyHourlyData.get("mac").toString(); 
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            Device device = deviceMap.get(mac); 
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            double longitude = device.getLongitude(); 
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            double latitude = device.getLatitude(); 
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            longitudeList.add(longitude); 
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            latitudeList.add(latitude); 
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            JSONObject value = JSONObject.parseObject(historyHourlyData.get("value").toString()); 
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            double num = Double.parseDouble(value.get(parameters.get("sensor_code")).toString()); 
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            int level = PollutantUtils.pollutantLevel(num, (parameters.get("sensor_code")).toString()); 
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            list1.add(longitude); 
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            list1.add(latitude); 
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            list1.add(level); 
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            list.add(list1); 
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        } 
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        resultMap.put("list", list); 
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        double latitudeMin = Collections.min(latitudeList) - 0.0018; 
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        double latitudeMax = Collections.max(latitudeList) + 0.0018; 
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        double longitudeMin = Collections.min(longitudeList) - 0.2 / (111 * Math.cos(latitudeMin)); 
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        double longitudeMax = Collections.max(longitudeList) + 0.2 / (111 * Math.cos(latitudeMin)); 
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        List<Double> bound = new ArrayList<>(); 
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        bound.add(longitudeMin); 
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        bound.add(latitudeMax); 
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        bound.add(longitudeMax); 
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        bound.add(latitudeMin); 
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        resultMap.put("bound", bound); 
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        List<List> bound1 = new ArrayList<>(); 
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        List<Double> left_up = new ArrayList<>(); 
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        left_up.add(latitudeMax); 
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        left_up.add(longitudeMin); 
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        List<Double> right_up = new ArrayList<>(); 
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        right_up.add(latitudeMax); 
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        right_up.add(longitudeMax); 
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        List<Double> left_down = new ArrayList<>(); 
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        left_down.add(latitudeMin); 
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        left_down.add(longitudeMin); 
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        List<Double> right_down = new ArrayList<>(); 
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        right_down.add(latitudeMin); 
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        right_down.add(longitudeMax); 
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        bound1.add(left_up); 
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        bound1.add(right_up); 
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        bound1.add(right_down); 
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        bound1.add(left_down); 
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        List<GeoCoordinate> geoCoordinates = new ArrayList<>(); 
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        for (List bo : bound1) { 
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            GeoCoordinate g = new GeoCoordinate(); 
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            g.setLatitude(Double.parseDouble(bo.get(0).toString())); 
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            g.setLongitude(Double.parseDouble(bo.get(1).toString())); 
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            geoCoordinates.add(g); 
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        } 
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        GeoCoordinate centerPoint400 = GetCenterPointFromListOfCoordinates.getCenterPoint400(geoCoordinates); 
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        List centerPoint = new ArrayList(); 
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        centerPoint.add(centerPoint400.getLongitude()); 
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        centerPoint.add(centerPoint400.getLatitude()); 
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        resultMap.put("centerPoint", centerPoint); 
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        return resultMap; 
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    } 
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    @Override 
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    public Map<String, Object> getLastTwelveHourDataByOrgIdAndSensorCode(Map parameters) { 
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        Map<String, Object> resultMap = new HashMap<>(); 
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        int orgId = Integer.parseInt(parameters.get("organization_id").toString()); 
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        //定义一个集合,存放所有id 
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        List<Integer> allOrgId = new ArrayList<>(); 
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        allOrgId.add(orgId); 
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        //循环集合 
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        //所有子组织 
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        List<Organization> allChildrenOrganization = organizationService.getChildrenOrganizationsById(orgId); 
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        if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1) { 
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            for (Organization organization : allChildrenOrganization) { 
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                allOrgId.add(organization.getId()); 
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            } 
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        } 
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        //集合去重 
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        List<Integer> allOrgIdWithoutDuplicates = allOrgId.stream().distinct().collect(Collectors.toList()); 
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        //声明一个list,存放设备mac 
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        List<String> deviceMacList = new ArrayList<>(); 
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        //声明一个map,Mac作为key,device作为value 
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        Map<String, Device> deviceMap = new HashMap<>(); 
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        List<Double> longitudeList = new ArrayList<>(); 
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        List<Double> latitudeList = new ArrayList<>(); 
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        for (Integer orgIdWithoutDuplicates : allOrgIdWithoutDuplicates) { 
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            //根据id查询所属设备 
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            QueryWrapper<Device> wrapper_device = new QueryWrapper<>(); 
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            wrapper_device.eq("is_delete", Constants.NOT_DELETE).eq("organization_id", orgIdWithoutDuplicates); 
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            List<Device> devices = new ArrayList<>(); 
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            devices = deviceMapper.selectList(wrapper_device); 
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            if (devices.size() > 0) { 
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                for (Device device : devices) { 
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                    String mac = device.getMac(); 
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                    deviceMacList.add(mac); 
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                    deviceMap.put(mac, device); 
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                    double longitude = device.getLongitude(); 
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                    double latitude = device.getLatitude(); 
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                    longitudeList.add(longitude); 
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                    latitudeList.add(latitude); 
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                } 
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            } else { 
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                continue; 
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            } 
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        } 
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        List<Object> list = new ArrayList<>(); 
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        //获取时间 
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        SimpleDateFormat df = new SimpleDateFormat("yyyy-MM-dd HH"); 
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        for (int i = 12; i > 0; i--) { 
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            Calendar calendar = Calendar.getInstance(); 
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            calendar.set(Calendar.HOUR_OF_DAY, calendar.get(Calendar.HOUR_OF_DAY) - i); 
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            String time = df.format(calendar.getTime()) + ":00:00"; 
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            String timeUnits = DateUtils.dateToDateString(calendar.getTime(), DateUtils.yyyyMM_EN); 
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            List<Map<String, Object>> historyHourlyDatas = new ArrayList<>(); 
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            historyHourlyDatas = historyHourlyMapper.selectDataByMacsAndTime(timeUnits, deviceMacList, time); 
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            List<Object> oneHourlyList = new ArrayList<>(); 
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            for (Map historyHourlyData : historyHourlyDatas) { 
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                List<Object> list1 = new ArrayList<>(); 
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                String mac = historyHourlyData.get("mac").toString(); 
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                Device device = deviceMap.get(mac); 
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                double longitude = device.getLongitude(); 
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                double latitude = device.getLatitude(); 
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                JSONObject value = JSONObject.parseObject(historyHourlyData.get("value").toString()); 
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                double num = Double.parseDouble(value.get(parameters.get("sensor_code")).toString()); 
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                int level = PollutantUtils.pollutantLevel(num, (parameters.get("sensor_code")).toString()); 
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                list1.add(longitude); 
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                list1.add(latitude); 
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                list1.add(level); 
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                oneHourlyList.add(list1); 
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            } 
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            list.add(oneHourlyList); 
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        } 
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        resultMap.put("list", list); 
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        double latitudeMin = Collections.min(latitudeList) - 0.0018; 
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        double latitudeMax = Collections.max(latitudeList) + 0.0018; 
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        double longitudeMin = Collections.min(longitudeList) - 0.2 / (111 * Math.cos(latitudeMin)); 
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        double longitudeMax = Collections.max(longitudeList) + 0.2 / (111 * Math.cos(latitudeMin)); 
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        List<Double> bound = new ArrayList<>(); 
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        bound.add(latitudeMax); 
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        bound.add(longitudeMax); 
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        bound.add(latitudeMin); 
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        bound.add(longitudeMin); 
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        resultMap.put("bound", bound); 
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        List<List> bound1 = new ArrayList<>(); 
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        List<Double> left_up = new ArrayList<>(); 
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        left_up.add(latitudeMax); 
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        left_up.add(longitudeMin); 
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        List<Double> right_up = new ArrayList<>(); 
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        right_up.add(latitudeMax); 
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        right_up.add(longitudeMax); 
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        List<Double> left_down = new ArrayList<>(); 
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        left_down.add(latitudeMin); 
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        left_down.add(longitudeMin); 
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        List<Double> right_down = new ArrayList<>(); 
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        right_down.add(latitudeMin); 
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        right_down.add(longitudeMax); 
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        bound1.add(left_up); 
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        bound1.add(right_up); 
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        bound1.add(right_down); 
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        bound1.add(left_down); 
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        List<GeoCoordinate> geoCoordinates = new ArrayList<>(); 
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        for (List bo : bound1) { 
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            GeoCoordinate g = new GeoCoordinate(); 
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            g.setLatitude(Double.parseDouble(bo.get(0).toString())); 
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            g.setLongitude(Double.parseDouble(bo.get(1).toString())); 
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            geoCoordinates.add(g); 
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        } 
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        GeoCoordinate centerPoint400 = GetCenterPointFromListOfCoordinates.getCenterPoint400(geoCoordinates); 
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        List centerPoint = new ArrayList(); 
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        centerPoint.add(centerPoint400.getLongitude()); 
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        centerPoint.add(centerPoint400.getLatitude()); 
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        resultMap.put("centerPoint", centerPoint); 
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        return resultMap; 
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    } 
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    @Override 
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    public Map<String, Object> getThermodynamicDiagramDataByOrgIdSensorCodeTime(Map<String, Object> parameters) { 
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        Map<String, Object> resultMap = new HashMap<>(); 
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        int orgId = Integer.parseInt(parameters.get("organization_id").toString()); 
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        //定义一个集合,存放所有id 
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        List<Integer> allOrgId = new ArrayList<>(); 
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        allOrgId.add(orgId); 
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        //循环集合 
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        //所有子组织 
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        List<Organization> allChildrenOrganization = organizationService.getChildrenOrganizationsById(orgId); 
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        if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1) { 
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            for (Organization organization : allChildrenOrganization) { 
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                allOrgId.add(organization.getId()); 
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            } 
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        } 
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        //集合去重 
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        List<Integer> allOrgIdWithoutDuplicates = allOrgId.stream().distinct().collect(Collectors.toList()); 
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        //声明一个list,存放设备mac 
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        List<String> deviceMacList = new ArrayList<>(); 
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        //声明一个map,Mac作为key,device作为value 
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        Map<String, Device> deviceMap = new HashMap<>(); 
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        List<Double> longitudeList = new ArrayList<>(); 
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        List<Double> latitudeList = new ArrayList<>(); 
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        for (Integer orgIdWithoutDuplicates : allOrgIdWithoutDuplicates) { 
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            //根据id查询所属设备 
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            QueryWrapper<Device> wrapper_device = new QueryWrapper<>(); 
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            wrapper_device.eq("is_delete", Constants.NOT_DELETE).eq("organization_id", orgIdWithoutDuplicates); 
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            List<Device> devices = new ArrayList<>(); 
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            devices = deviceMapper.selectList(wrapper_device); 
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            if (devices.size() > 0) { 
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                for (Device device : devices) { 
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                    String mac = device.getMac(); 
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                    deviceMacList.add(mac); 
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                    deviceMap.put(mac, device); 
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                    double longitude = device.getLongitude(); 
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                    double latitude = device.getLatitude(); 
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                    longitudeList.add(longitude); 
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                    latitudeList.add(latitude); 
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                } 
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            } else { 
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                continue; 
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            } 
 | 
        } 
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        //获取时间 
 | 
        String time = parameters.get("time").toString().substring(0, 13) + ":00:00"; 
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        resultMap.put("time", time); 
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        String timeUnits = DateUtils.stringToDateString(time, DateUtils.yyyy_MM_dd_HH_mm_ss_EN, DateUtils.yyyyMM_EN); 
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        List<Map<String, Object>> historyHourlyDatas = new ArrayList<>(); 
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        historyHourlyDatas = historyHourlyMapper.selectDataByMacsAndTime(timeUnits, deviceMacList, time); 
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        List<Object> list = new ArrayList<>(); 
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        for (Map historyHourlyData : historyHourlyDatas) { 
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            List<Object> list1 = new ArrayList<>(); 
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            String mac = historyHourlyData.get("mac").toString(); 
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            Device device = deviceMap.get(mac); 
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            double longitude = device.getLongitude(); 
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            double latitude = device.getLatitude(); 
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            JSONObject value = JSONObject.parseObject(historyHourlyData.get("value").toString()); 
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            double num = Double.parseDouble(value.get(parameters.get("sensor_code")).toString()); 
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            int level = PollutantUtils.pollutantLevel(num, (parameters.get("sensor_code")).toString()); 
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            list1.add(longitude); 
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            list1.add(latitude); 
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            list1.add(level); 
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            list.add(list1); 
 | 
        } 
 | 
        resultMap.put("list", list); 
 | 
        double latitudeMin = Collections.min(latitudeList) - 0.0018; 
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        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 startTime = map.get("startTime").toString(); 
 | 
        String endTime = map.get("endTime").toString(); 
 | 
        String dateTime = startTime.replace("-", ""); 
 | 
        String timeUnits = dateTime.substring(0, 6) + "_complete"; 
 | 
        Map<String, Object> params = new HashMap<>(); 
 | 
        params.put("timeUnits", timeUnits); 
 | 
        params.put("mac", mac); 
 | 
        params.put("startTime",startTime); 
 | 
        params.put("endTime",endTime); 
 | 
        List resultList = new ArrayList(); 
 | 
        List<Map<String, Object>> maps = historyHourlyMapper.selectHourlyListData(params); 
 | 
        for (Map<String, Object> stringObjectMap : maps) { 
 | 
            Map<String, Object> oneHourDateMap = new HashMap<>(); 
 | 
            Object value = stringObjectMap.get("value"); 
 | 
            JSONObject js = JSONObject.parseObject(value.toString()); 
 | 
            String sensorDate = js.get(sensorCode).toString(); 
 | 
            sensorDate = sensorDate.replace("[", ""); 
 | 
            sensorDate = sensorDate.replace("]", ""); 
 | 
            String[] split = sensorDate.split(","); 
 | 
            oneHourDateMap.put("time",stringObjectMap.get("time").toString().substring(0,13)); 
 | 
            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> getValueByMacAndTime(List<String> mac, Date startDate, Date endDate) { 
 | 
        QueryWrapper<HistoryHourly> wrapper = new QueryWrapper<>(); 
 | 
        wrapper.in("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; 
 | 
    } 
 | 
  
 | 
//    @Override 
 | 
//    public String getTVOCByMac(String mac, String time, String sensor,String yearAndMonth) { 
 | 
//        return historyHourlyMapper.getTVOCByMac(mac,time,sensor,yearAndMonth); 
 | 
// 
 | 
//    } 
 | 
// 
 | 
//    @Override 
 | 
//    public String getPressureByMac(String mac, String time,String yearAndMonth) { 
 | 
//        return historyHourlyMapper.getPressureByMac(mac,time,yearAndMonth); 
 | 
//    } 
 | 
// 
 | 
//    @Override 
 | 
//    public Map<String, Object> getDataByMac(String mac, String time,String yearAndMonth) { 
 | 
//        return historyHourlyMapper.getDataByMac(mac,time,yearAndMonth); 
 | 
//    } 
 | 
  
 | 
  
 | 
    @Override 
 | 
    public boolean historyHourly(HistoryHourlyVo historyHourlyVo) { 
 | 
        String time = historyHourlyVo.getTime(); 
 | 
        String table = historyHourlyVo.getTable(); 
 | 
        String timeEnd = historyHourlyVo.getTimeEnd(); 
 | 
        String tableEnd =historyHourlyVo.getTableEnd(); 
 | 
        List<String> macList = deviceMapper.deviceMacs(historyHourlyVo.getOrganizationId()); 
 | 
        if(CollectionUtils.isEmpty(macList)){ 
 | 
            return false; 
 | 
        } 
 | 
        List<Map<String,Object>>  listMap = historyHourlyMapper.selectDataByMacsAndTime(table, macList, time); 
 | 
        for (Map historyHourlyData : listMap) { 
 | 
            String mac = historyHourlyData.get("mac").toString(); 
 | 
            Map<String, Object> data = JSON.parseObject(historyHourlyData.get("value").toString(), Map.class); 
 | 
            Map<String, Object> dataResult = new HashMap<>(); 
 | 
            dataResult = data; 
 | 
            //a34004:pm2.5   a34002:pm10  a05024:O3  a21005:CO  a21026:So2  a21004:NO2 a99054:tovc 
 | 
            dataResult.put("a34004",Objects.isNull(data.get("a34004"))||data.get("a34004").toString().equals("0")?0d:Double.parseDouble(String.format("%.4f",Double.parseDouble(data.get("a34004").toString())+historyHourlyVo.getA34004()))); 
 | 
            dataResult.put("a34002",Objects.isNull(data.get("a34002"))||data.get("a34002").toString().equals("0")?0d:Double.parseDouble(String.format("%.4f",Double.parseDouble(data.get("a34002").toString())+historyHourlyVo.getA34002()))); 
 | 
            dataResult.put("a05024",Objects.isNull(data.get("a05024"))||data.get("a05024").toString().equals("0")?0d:Double.parseDouble(String.format("%.4f",Double.parseDouble(data.get("a05024").toString())+historyHourlyVo.getA05024()))); 
 | 
            dataResult.put("a21005",Objects.isNull(data.get("a21005"))||data.get("a21005").toString().equals("0")?0d:Double.parseDouble(String.format("%.4f",Double.parseDouble(data.get("a21005").toString())+historyHourlyVo.getA21005()))); 
 | 
            dataResult.put("a21026",Objects.isNull(data.get("a21026"))||data.get("a21026").toString().equals("0")?0d:Double.parseDouble(String.format("%.4f",Double.parseDouble(data.get("a21026").toString())+historyHourlyVo.getA21026()))); 
 | 
            dataResult.put("a21004",Objects.isNull(data.get("a21004"))||data.get("a21004").toString().equals("0")?0d:Double.parseDouble(String.format("%.4f",Double.parseDouble(data.get("a21004").toString())+historyHourlyVo.getA21004()))); 
 | 
            dataResult.put("a99054",Objects.isNull(data.get("a99054"))||data.get("a99054").toString().equals("0")?0d:Double.parseDouble(String.format("%.4f",Double.parseDouble(data.get("a99054").toString())+historyHourlyVo.getA99054()))); 
 | 
            Map<String, Object> map = new HashMap<>(); 
 | 
            map.put("timeUnits",tableEnd); 
 | 
            map.put("time",timeEnd); 
 | 
            map.put("value",JSONObject.toJSONString(dataResult)); 
 | 
            map.put("version","35"); 
 | 
            map.put("mac",mac); 
 | 
           // historyHourlyMapper.insertHistoryHourly(map); 
 | 
            historyHourlyMapper.updateHistoryHourly(map); 
 | 
        } 
 | 
        return true; 
 | 
    } 
 | 
} 
 |