1. 新增车载、无人机和网格化三个单独的实时数据存储表
2. 新增数据转存方法,后续待补充转换中的数据预处理逻辑
已修改5个文件
已添加11个文件
417 ■■■■■ 文件已修改
src/main/kotlin/com/flightfeather/uav/domain/entity/BaseRealTimeData.kt 70 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
src/main/kotlin/com/flightfeather/uav/domain/entity/RealTimeDataGrid.java 9 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
src/main/kotlin/com/flightfeather/uav/domain/entity/RealTimeDataUav.java 9 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
src/main/kotlin/com/flightfeather/uav/domain/entity/RealTimeDataVehicle.java 9 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
src/main/kotlin/com/flightfeather/uav/domain/mapper/RealTimeDataGridMapper.kt 8 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
src/main/kotlin/com/flightfeather/uav/domain/mapper/RealTimeDataUavMapper.kt 8 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
src/main/kotlin/com/flightfeather/uav/domain/mapper/RealTimeDataVehicleMapper.kt 8 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
src/main/kotlin/com/flightfeather/uav/repository/AirDataRepository.kt 12 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
src/main/kotlin/com/flightfeather/uav/repository/impl/AirDataRepositoryImpl.kt 128 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
src/main/kotlin/com/flightfeather/uav/socket/DeviceSession.kt 6 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
src/main/kotlin/com/flightfeather/uav/socket/eunm/UWDeviceType.kt 22 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
src/main/kotlin/com/flightfeather/uav/socket/processor/UnderwayProcessor.kt 6 ●●●● 补丁 | 查看 | 原始文档 | blame | 历史
src/main/resources/generator/generatorConfig.xml 5 ●●●● 补丁 | 查看 | 原始文档 | blame | 历史
src/main/resources/mapper/RealTimeDataGridMapper.xml 39 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
src/main/resources/mapper/RealTimeDataUavMapper.xml 39 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
src/main/resources/mapper/RealTimeDataVehicleMapper.xml 39 ●●●●● 补丁 | 查看 | 原始文档 | blame | 历史
src/main/kotlin/com/flightfeather/uav/domain/entity/BaseRealTimeData.kt
¶Ô±ÈÐÂÎļþ
@@ -0,0 +1,70 @@
package com.flightfeather.uav.domain.entity
import java.math.BigDecimal
import java.util.*
import javax.persistence.Column
import javax.persistence.Id
/**
 * å®žæ—¶ç›‘测数据基类
 */
open class BaseRealTimeData {
    @Id
    var id: Int? = null
    @Column(name = "device_code")
    var deviceCode: String? = null
    var latitude: BigDecimal? = null
    var longitude: BigDecimal? = null
    var altitude: Float? = null
    @Column(name = "data_time")
    var dataTime: Date? = null
    @Column(name = "create_time")
    var createTime: Date? = null
    @Column(name = "NO2")
    var no2: Float? = null
    @Column(name = "CO")
    var co: Float? = null
    @Column(name = "H2S")
    var h2s: Float? = null
    @Column(name = "SO2")
    var so2: Float? = null
    @Column(name = "O3")
    var o3: Float? = null
    @Column(name = "PM25")
    var pm25: Float? = null
    @Column(name = "PM10")
    var pm10: Float? = null
    var temperature: Float? = null
    var humidity: Float? = null
    @Column(name = "VOC")
    var voc: Float? = null
    @Column(name = "NOI")
    var noi: Float? = null
    var velocity: Float? = null
    @Column(name = "wind_speed")
    var windSpeed: Float? = null
    @Column(name = "wind_direction")
    var windDirection: Float? = null
    var height: Float? = null
}
src/main/kotlin/com/flightfeather/uav/domain/entity/RealTimeDataGrid.java
¶Ô±ÈÐÂÎļþ
@@ -0,0 +1,9 @@
package com.flightfeather.uav.domain.entity;
import java.math.BigDecimal;
import java.util.Date;
import javax.persistence.*;
@Table(name = "real_time_data_grid")
public class RealTimeDataGrid extends BaseRealTimeData {
}
src/main/kotlin/com/flightfeather/uav/domain/entity/RealTimeDataUav.java
¶Ô±ÈÐÂÎļþ
@@ -0,0 +1,9 @@
package com.flightfeather.uav.domain.entity;
import java.math.BigDecimal;
import java.util.Date;
import javax.persistence.*;
@Table(name = "real_time_data_uav")
public class RealTimeDataUav extends BaseRealTimeData {
}
src/main/kotlin/com/flightfeather/uav/domain/entity/RealTimeDataVehicle.java
¶Ô±ÈÐÂÎļþ
@@ -0,0 +1,9 @@
package com.flightfeather.uav.domain.entity;
import java.math.BigDecimal;
import java.util.Date;
import javax.persistence.*;
@Table(name = "real_time_data_vehicle")
public class RealTimeDataVehicle extends BaseRealTimeData {
}
src/main/kotlin/com/flightfeather/uav/domain/mapper/RealTimeDataGridMapper.kt
¶Ô±ÈÐÂÎļþ
@@ -0,0 +1,8 @@
package com.flightfeather.uav.domain.mapper
import com.flightfeather.uav.domain.MyMapper
import com.flightfeather.uav.domain.entity.RealTimeDataGrid
import org.apache.ibatis.annotations.Mapper
@Mapper
interface RealTimeDataGridMapper : MyMapper<RealTimeDataGrid?>
src/main/kotlin/com/flightfeather/uav/domain/mapper/RealTimeDataUavMapper.kt
¶Ô±ÈÐÂÎļþ
@@ -0,0 +1,8 @@
package com.flightfeather.uav.domain.mapper
import com.flightfeather.uav.domain.MyMapper
import com.flightfeather.uav.domain.entity.RealTimeDataUav
import org.apache.ibatis.annotations.Mapper
@Mapper
interface RealTimeDataUavMapper : MyMapper<RealTimeDataUav?>
src/main/kotlin/com/flightfeather/uav/domain/mapper/RealTimeDataVehicleMapper.kt
¶Ô±ÈÐÂÎļþ
@@ -0,0 +1,8 @@
package com.flightfeather.uav.domain.mapper
import com.flightfeather.uav.domain.MyMapper
import com.flightfeather.uav.domain.entity.RealTimeDataVehicle
import org.apache.ibatis.annotations.Mapper
@Mapper
interface RealTimeDataVehicleMapper : MyMapper<RealTimeDataVehicle?>
src/main/kotlin/com/flightfeather/uav/repository/AirDataRepository.kt
@@ -1,5 +1,6 @@
package com.flightfeather.uav.repository
import com.flightfeather.uav.domain.entity.RealTimeData
import com.flightfeather.uav.socket.bean.AirDataPackage
/**
@@ -8,5 +9,16 @@
 */
interface AirDataRepository {
    /**
     * åŽŸå§‹æ•°æ®ä»¥json格式存储
     */
    fun saveAirData(dataPackage: AirDataPackage): Int
    /**
     * å­˜å‚¨é¢„处理后的数据
     */
    fun savePrepData(dataPackage: AirDataPackage): Int
    fun savePrepData(dataList: List<RealTimeData>): Int
}
src/main/kotlin/com/flightfeather/uav/repository/impl/AirDataRepositoryImpl.kt
@@ -1,22 +1,33 @@
package com.flightfeather.uav.repository.impl
import com.flightfeather.uav.domain.entity.RealTimeData
import com.flightfeather.uav.common.utils.GsonUtils
import com.flightfeather.uav.domain.MyMapper
import com.flightfeather.uav.domain.entity.*
import com.flightfeather.uav.domain.mapper.RealTimeDataGridMapper
import com.flightfeather.uav.domain.mapper.RealTimeDataMapper
import com.flightfeather.uav.domain.mapper.RealTimeDataUavMapper
import com.flightfeather.uav.domain.mapper.RealTimeDataVehicleMapper
import com.flightfeather.uav.lightshare.bean.DataVo
import com.flightfeather.uav.repository.AirDataRepository
import com.flightfeather.uav.socket.bean.AirData
import com.flightfeather.uav.socket.bean.AirDataPackage
import com.flightfeather.uav.socket.eunm.FactorType
import com.flightfeather.uav.socket.eunm.UWDeviceType
import com.google.gson.Gson
import org.springframework.stereotype.Repository
import java.text.SimpleDateFormat
import java.util.*
/**
 * @author riku
 * Date: 2020/6/11
 */
@Repository
class AirDataRepositoryImpl(private val realTimeDataMapper: RealTimeDataMapper): AirDataRepository {
class AirDataRepositoryImpl(
    private val realTimeDataMapper: RealTimeDataMapper,
    private val realTimeDataVehicleMapper: RealTimeDataVehicleMapper,
    private val realTimeDataUavMapper: RealTimeDataUavMapper,
    private val realTimeDataGridMapper: RealTimeDataGridMapper
): AirDataRepository {
    override fun saveAirData(dataPackage: AirDataPackage): Int {
        val data = RealTimeData().apply {
@@ -45,10 +56,117 @@
                }
            }
        }
        realTimeDataMapper.insert(data)
        return 0
    }
    override fun savePrepData(dataPackage: AirDataPackage): Int {
        var mapper: MyMapper<out BaseRealTimeData?>? = null
        when (UWDeviceType.getType(dataPackage.deviceCode)) {
            UWDeviceType.VEHICLE -> {
                mapper = realTimeDataVehicleMapper
                RealTimeDataVehicle()
            }
            UWDeviceType.UAV -> {
                mapper = realTimeDataUavMapper
                RealTimeDataUav()
            }
            UWDeviceType.GRID -> {
                mapper = realTimeDataGridMapper
                RealTimeDataGrid()
            }
            else -> null
        }?.run {
            deviceCode = dataPackage.deviceCode
            dataPackage.dataUnit.forEach {
                if (it is AirData) {
                    when (it.factorId?.toInt()) {
                        FactorType.NO2.value -> no2 = it.factorData?.toFloat()
                        FactorType.CO.value -> co = it.factorData?.toFloat()
                        FactorType.H2S.value -> h2s = it.factorData?.toFloat()
                        FactorType.SO2.value -> so2 = it.factorData?.toFloat()
                        FactorType.O3.value -> o3 = it.factorData?.toFloat()
                        FactorType.PM25.value -> pm25 = it.factorData?.toFloat()
                        FactorType.PM10.value -> pm10 = it.factorData?.toFloat()
                        FactorType.TEMPERATURE.value -> temperature = it.factorData?.toFloat()
                        FactorType.HUMIDITY.value -> humidity = it.factorData?.toFloat()
                        FactorType.VOC.value -> voc = it.factorData?.toFloat()
                        FactorType.NOI.value -> noi = it.factorData?.toFloat()
                        FactorType.VELOCITY.value -> velocity = it.factorData?.toFloat()
                        FactorType.WIND_SPEED.value -> windSpeed = it.factorData?.toFloat()
                        FactorType.WIND_DIRECTION.value -> windDirection = it.factorData?.toFloat()
                        FactorType.HEIGHT.value -> height = it.factorData?.toFloat()
                        FactorType.LAT.value -> latitude = it.factorData?.toBigDecimal()
                        FactorType.LNG.value -> longitude = it.factorData?.toBigDecimal()
                        FactorType.TIME.value -> it.statusList?.takeIf { l -> l.isNotEmpty() }?.get(0)?.let { d ->
                            dataTime = SimpleDateFormat("yyyy-MM-dd HH:mm:ss").parse(d)
                        }
                    }
                }
            }
//            mapper?.insert(this)
            return 1
        }
        return 0
    }
    override fun savePrepData(dataList: List<RealTimeData>): Int {
        var count = 0
        dataList.forEach {vo ->
            when (UWDeviceType.getType(vo.deviceCode)) {
                UWDeviceType.VEHICLE -> {
                    val d = RealTimeDataVehicle()
                    dataTransform(vo, d)
                    realTimeDataVehicleMapper.insert(d)
                    count++
                }
                UWDeviceType.UAV -> {
                    val d = RealTimeDataUav()
                    dataTransform(vo, d)
                    realTimeDataUavMapper.insert(d)
                    count++
                }
                UWDeviceType.GRID -> {
                    val d = RealTimeDataGrid()
                    dataTransform(vo, d)
                    realTimeDataGridMapper.insert(d)
                    count++
                }
            }
        }
        return count
    }
    private fun dataTransform(vo: RealTimeData, bean: BaseRealTimeData) {
        bean.apply {
            deviceCode = vo.deviceCode
            latitude = vo.latitude
            longitude = vo.longitude
            dataTime = vo.dataTime
            createTime = vo.createTime
            GsonUtils.parserJsonToArrayBeans(vo.factors, AirData::class.java).forEach {
                when (it.factorId?.toInt()) {
                    FactorType.NO2.value -> no2 = it.factorData?.toFloat()
                    FactorType.CO.value -> co = it.factorData?.toFloat()
                    FactorType.H2S.value -> h2s = it.factorData?.toFloat()
                    FactorType.SO2.value -> so2 = it.factorData?.toFloat()
                    FactorType.O3.value -> o3 = it.factorData?.toFloat()
                    FactorType.PM25.value -> pm25 = it.factorData?.toFloat()
                    FactorType.PM10.value -> pm10 = it.factorData?.toFloat()
                    FactorType.TEMPERATURE.value -> temperature = it.factorData?.toFloat()
                    FactorType.HUMIDITY.value -> humidity = it.factorData?.toFloat()
                    FactorType.VOC.value -> voc = it.factorData?.toFloat()
                    FactorType.NOI.value -> noi = it.factorData?.toFloat()
                    FactorType.VELOCITY.value -> velocity = it.factorData?.toFloat()
                    FactorType.WIND_SPEED.value -> windSpeed = it.factorData?.toFloat()
                    FactorType.WIND_DIRECTION.value -> windDirection = it.factorData?.toFloat()
                    FactorType.HEIGHT.value -> height = it.factorData?.toFloat()
                }
            }
        }
    }
}
src/main/kotlin/com/flightfeather/uav/socket/DeviceSession.kt
@@ -14,13 +14,11 @@
    companion object {
        private const val DEFAULT_DEVICE = "default_device"
    }
    private val deviceMap = ConcurrentHashMap<String, ChannelHandlerContext?>()
    private val deviceMap = ConcurrentHashMap<String?, ChannelHandlerContext?>()
    private val typeMap = ConcurrentHashMap<String, List<AirTypeData>>()
    fun saveDevice(deviceCode: String?, channel: ChannelHandlerContext?) {
        deviceCode?.let {
            deviceMap.put(deviceCode, channel)
        }
        deviceMap[deviceCode] = channel
    }
    fun getDevice(deviceCode: String?): ChannelHandlerContext? {
src/main/kotlin/com/flightfeather/uav/socket/eunm/UWDeviceType.kt
¶Ô±ÈÐÂÎļþ
@@ -0,0 +1,22 @@
package com.flightfeather.uav.socket.eunm
/**
 * èµ°èˆªç›‘测设备类型
 */
enum class UWDeviceType(val value: String, val des: String) {
    UAV("0b", "无人机设备"),
    VEHICLE("0a", "车载设备"),
    GRID("0d", "网格化设备");
    companion object {
        /**
         * æ ¹æ®è®¾å¤‡ç¼–号获取设备类型
         */
        fun getType(deviceCode: String?): UWDeviceType? = when (deviceCode?.substring(0, 2)) {
            UAV.value -> UAV
            VEHICLE.value -> VEHICLE
            GRID.value -> GRID
            else -> null
        }
    }
}
src/main/kotlin/com/flightfeather/uav/socket/processor/UnderwayProcessor.kt
@@ -5,6 +5,7 @@
import com.flightfeather.uav.socket.decoder.AirDataDecoder
import com.flightfeather.uav.socket.decoder.DataPackageDecoder
import com.flightfeather.uav.socket.eunm.AirCommandUnit
import com.flightfeather.uav.socket.eunm.UWDeviceType
import io.netty.channel.ChannelHandlerContext
import org.springframework.beans.factory.annotation.Autowired
import org.springframework.stereotype.Component
@@ -59,7 +60,10 @@
     */
    fun saveToDataBase(dataPackage: AirDataPackage) {
        when (dataPackage.commandUnit) {
            AirCommandUnit.AirData.value -> instance.airDataRepository.saveAirData(dataPackage)
            AirCommandUnit.AirData.value -> {
                // ä»¥json格式存储原始数据
                instance.airDataRepository.saveAirData(dataPackage)
            }
        }
    }
src/main/resources/generator/generatorConfig.xml
@@ -50,6 +50,9 @@
<!--        <table tableName="el_minutevalue" domainObjectName="ElectricMinuteValue" enableCountByExample="false" enableUpdateByExample="false" enableDeleteByExample="false" enableSelectByExample="false" selectByExampleQueryId="false"/>-->
<!--        <table tableName="el_company_device" domainObjectName="CompanyDevice" enableCountByExample="false" enableUpdateByExample="false" enableDeleteByExample="false" enableSelectByExample="false" selectByExampleQueryId="false"/>-->
<!--        <table tableName="co_complaint" domainObjectName="Complaint" enableCountByExample="false" enableUpdateByExample="false" enableDeleteByExample="false" enableSelectByExample="false" selectByExampleQueryId="false"/>-->
        <table tableName="co_assessment" domainObjectName="Assessment" enableCountByExample="false" enableUpdateByExample="false" enableDeleteByExample="false" enableSelectByExample="false" selectByExampleQueryId="false"/>
<!--        <table tableName="co_assessment" domainObjectName="Assessment" enableCountByExample="false" enableUpdateByExample="false" enableDeleteByExample="false" enableSelectByExample="false" selectByExampleQueryId="false"/>-->
        <table tableName="real_time_data_grid" domainObjectName="RealTimeDataGrid" enableCountByExample="false" enableUpdateByExample="false" enableDeleteByExample="false" enableSelectByExample="false" selectByExampleQueryId="false"/>
        <table tableName="real_time_data_uav" domainObjectName="RealTimeDataUav" enableCountByExample="false" enableUpdateByExample="false" enableDeleteByExample="false" enableSelectByExample="false" selectByExampleQueryId="false"/>
        <table tableName="real_time_data_vehicle" domainObjectName="RealTimeDataVehicle" enableCountByExample="false" enableUpdateByExample="false" enableDeleteByExample="false" enableSelectByExample="false" selectByExampleQueryId="false"/>
    </context>
</generatorConfiguration>
src/main/resources/mapper/RealTimeDataGridMapper.xml
¶Ô±ÈÐÂÎļþ
@@ -0,0 +1,39 @@
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
<mapper namespace="com.flightfeather.uav.domain.mapper.RealTimeDataGridMapper">
  <resultMap id="BaseResultMap" type="com.flightfeather.uav.domain.entity.RealTimeDataGrid">
    <!--
      WARNING - @mbg.generated
    -->
    <id column="id" jdbcType="INTEGER" property="id" />
    <result column="device_code" jdbcType="VARCHAR" property="deviceCode" />
    <result column="latitude" jdbcType="DECIMAL" property="latitude" />
    <result column="longitude" jdbcType="DECIMAL" property="longitude" />
    <result column="altitude" jdbcType="REAL" property="altitude" />
    <result column="data_time" jdbcType="TIMESTAMP" property="dataTime" />
    <result column="create_time" jdbcType="TIMESTAMP" property="createTime" />
    <result column="NO2" jdbcType="REAL" property="no2" />
    <result column="CO" jdbcType="REAL" property="co" />
    <result column="H2S" jdbcType="REAL" property="h2s" />
    <result column="SO2" jdbcType="REAL" property="so2" />
    <result column="O3" jdbcType="REAL" property="o3" />
    <result column="PM25" jdbcType="REAL" property="pm25" />
    <result column="PM10" jdbcType="REAL" property="pm10" />
    <result column="temperature" jdbcType="REAL" property="temperature" />
    <result column="humidity" jdbcType="REAL" property="humidity" />
    <result column="VOC" jdbcType="REAL" property="voc" />
    <result column="NOI" jdbcType="REAL" property="noi" />
    <result column="velocity" jdbcType="REAL" property="velocity" />
    <result column="wind_speed" jdbcType="REAL" property="windSpeed" />
    <result column="wind_direction" jdbcType="REAL" property="windDirection" />
    <result column="height" jdbcType="REAL" property="height" />
  </resultMap>
  <sql id="Base_Column_List">
    <!--
      WARNING - @mbg.generated
    -->
    id, device_code, latitude, longitude, altitude, data_time, create_time, NO2, CO,
    H2S, SO2, O3, PM25, PM10, temperature, humidity, VOC, NOI, velocity, wind_speed,
    wind_directon, height
  </sql>
</mapper>
src/main/resources/mapper/RealTimeDataUavMapper.xml
¶Ô±ÈÐÂÎļþ
@@ -0,0 +1,39 @@
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
<mapper namespace="com.flightfeather.uav.domain.mapper.RealTimeDataUavMapper">
  <resultMap id="BaseResultMap" type="com.flightfeather.uav.domain.entity.RealTimeDataUav">
    <!--
      WARNING - @mbg.generated
    -->
    <id column="id" jdbcType="INTEGER" property="id" />
    <result column="device_code" jdbcType="VARCHAR" property="deviceCode" />
    <result column="latitude" jdbcType="DECIMAL" property="latitude" />
    <result column="longitude" jdbcType="DECIMAL" property="longitude" />
    <result column="altitude" jdbcType="REAL" property="altitude" />
    <result column="data_time" jdbcType="TIMESTAMP" property="dataTime" />
    <result column="create_time" jdbcType="TIMESTAMP" property="createTime" />
    <result column="NO2" jdbcType="REAL" property="no2" />
    <result column="CO" jdbcType="REAL" property="co" />
    <result column="H2S" jdbcType="REAL" property="h2s" />
    <result column="SO2" jdbcType="REAL" property="so2" />
    <result column="O3" jdbcType="REAL" property="o3" />
    <result column="PM25" jdbcType="REAL" property="pm25" />
    <result column="PM10" jdbcType="REAL" property="pm10" />
    <result column="temperature" jdbcType="REAL" property="temperature" />
    <result column="humidity" jdbcType="REAL" property="humidity" />
    <result column="VOC" jdbcType="REAL" property="voc" />
    <result column="NOI" jdbcType="REAL" property="noi" />
    <result column="velocity" jdbcType="REAL" property="velocity" />
    <result column="wind_speed" jdbcType="REAL" property="windSpeed" />
    <result column="wind_direction" jdbcType="REAL" property="windDirection" />
    <result column="height" jdbcType="REAL" property="height" />
  </resultMap>
  <sql id="Base_Column_List">
    <!--
      WARNING - @mbg.generated
    -->
    id, device_code, latitude, longitude, altitude, data_time, create_time, NO2, CO,
    H2S, SO2, O3, PM25, PM10, temperature, humidity, VOC, NOI, velocity, wind_speed,
    wind_directon, height
  </sql>
</mapper>
src/main/resources/mapper/RealTimeDataVehicleMapper.xml
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<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
<mapper namespace="com.flightfeather.uav.domain.mapper.RealTimeDataVehicleMapper">
  <resultMap id="BaseResultMap" type="com.flightfeather.uav.domain.entity.RealTimeDataVehicle">
    <!--
      WARNING - @mbg.generated
    -->
    <id column="id" jdbcType="INTEGER" property="id" />
    <result column="device_code" jdbcType="VARCHAR" property="deviceCode" />
    <result column="latitude" jdbcType="DECIMAL" property="latitude" />
    <result column="longitude" jdbcType="DECIMAL" property="longitude" />
    <result column="altitude" jdbcType="REAL" property="altitude" />
    <result column="data_time" jdbcType="TIMESTAMP" property="dataTime" />
    <result column="create_time" jdbcType="TIMESTAMP" property="createTime" />
    <result column="NO2" jdbcType="REAL" property="no2" />
    <result column="CO" jdbcType="REAL" property="co" />
    <result column="H2S" jdbcType="REAL" property="h2s" />
    <result column="SO2" jdbcType="REAL" property="so2" />
    <result column="O3" jdbcType="REAL" property="o3" />
    <result column="PM25" jdbcType="REAL" property="pm25" />
    <result column="PM10" jdbcType="REAL" property="pm10" />
    <result column="temperature" jdbcType="REAL" property="temperature" />
    <result column="humidity" jdbcType="REAL" property="humidity" />
    <result column="VOC" jdbcType="REAL" property="voc" />
    <result column="NOI" jdbcType="REAL" property="noi" />
    <result column="velocity" jdbcType="REAL" property="velocity" />
    <result column="wind_speed" jdbcType="REAL" property="windSpeed" />
    <result column="wind_direction" jdbcType="REAL" property="windDirection" />
    <result column="height" jdbcType="REAL" property="height" />
  </resultMap>
  <sql id="Base_Column_List">
    <!--
      WARNING - @mbg.generated
    -->
    id, device_code, latitude, longitude, altitude, data_time, create_time, NO2, CO,
    H2S, SO2, O3, PM25, PM10, temperature, humidity, VOC, NOI, velocity, wind_speed,
    wind_directon, height
  </sql>
</mapper>