From d8b9437e7322f9d0351e38cc3a3b5a7bb3e7bb35 Mon Sep 17 00:00:00 2001
From: feiyu02 <risaku@163.com>
Date: 星期四, 02 十二月 2021 09:18:51 +0800
Subject: [PATCH] 1. 用电量日分析
---
src/main/kotlin/com/flightfeather/uav/repository/impl/AirDataRepositoryImpl.kt | 310 ++++++++++++++++++++++++++++++++++++++++++++++++++-
1 files changed, 304 insertions(+), 6 deletions(-)
diff --git a/src/main/kotlin/com/flightfeather/uav/repository/impl/AirDataRepositoryImpl.kt b/src/main/kotlin/com/flightfeather/uav/repository/impl/AirDataRepositoryImpl.kt
index c507354..fe05963 100644
--- a/src/main/kotlin/com/flightfeather/uav/repository/impl/AirDataRepositoryImpl.kt
+++ b/src/main/kotlin/com/flightfeather/uav/repository/impl/AirDataRepositoryImpl.kt
@@ -1,32 +1,330 @@
package com.flightfeather.uav.repository.impl
-import com.flightfeather.uav.domain.entity.RealTimeData
-import com.flightfeather.uav.domain.mapper.RealTimeDataMapper
+import com.flightfeather.uav.common.utils.GsonUtils
+import com.flightfeather.uav.domain.entity.*
+import com.flightfeather.uav.domain.mapper.*
+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.github.pagehelper.PageHelper
import com.google.gson.Gson
import org.springframework.stereotype.Repository
+import tk.mybatis.mapper.entity.Example
+import java.math.BigDecimal
+import java.text.SimpleDateFormat
+import java.time.LocalDateTime
+import java.time.ZoneId
+import java.util.*
+import kotlin.math.abs
+import kotlin.math.sqrt
/**
* @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,
+ private val factorCalibrationMapper: FactorCalibrationMapper
+): AirDataRepository {
+
+ // FIXME: 2021/10/25 涓存椂杞﹁浇鏁版嵁锛岀敱浜庢棤浜烘満閮ㄥ垎鐩戞祴鍥犲瓙鏁版嵁鏃犳晥锛屽洜姝ゆ殏鏃堕噰鐢ㄨ溅杞芥暟鎹綔涓哄～鍏�
+ private val tmpVehicleDataList = mutableListOf<BaseRealTimeData>()
+
+ // 璧拌埅鐩戞祴鏍″噯绯绘暟
+ private val calibrationMap = mutableMapOf<String, MutableMap<Int, Float>>()
+ // 璧拌埅鐩戞祴鏍″噯绯绘暟鏇存柊鏃堕棿
+ private var cUpdateTime = LocalDateTime.now()
+ // 璧拌埅鐩戞祴鏍″噯绯绘暟鏇存柊鏃堕棿闂撮殧锛堝垎閽燂級
+ private val cInterval = 5L
override fun saveAirData(dataPackage: AirDataPackage): Int {
-
val data = RealTimeData().apply {
deviceCode = dataPackage.deviceCode
- latitude
- longitude
+ latitude = BigDecimal.ZERO
+ longitude = BigDecimal.ZERO
altitude
height
factors = Gson().toJson(dataPackage.dataUnit)
dataTime = dataPackage.dataTime
}
+ dataPackage.dataUnit.forEach {
+ if (it is AirData) {
+ when (it.factorId?.toInt()) {
+ FactorType.LAT.value -> {
+ data.latitude = it.factorData?.toBigDecimal()
+ }
+ FactorType.LNG.value -> {
+ data.longitude = it.factorData?.toBigDecimal()
+ }
+ FactorType.TIME.value -> {
+ it.statusList?.takeIf {l-> l.isNotEmpty() }?.get(0)?.let {d ->
+ data.dataTime = SimpleDateFormat("yyyy-MM-dd HH:mm:ss").parse(d)
+ }
+ }
+ }
+ }
+ }
realTimeDataMapper.insert(data)
return 0
}
+
+ override fun savePrepData(dataPackage: AirDataPackage): Int {
+ var count = 0
+ when (UWDeviceType.getType(dataPackage.deviceCode)) {
+ UWDeviceType.VEHICLE -> {
+ val d = RealTimeDataVehicle()
+ dataTransform(dataPackage, d)
+ realTimeDataVehicleMapper.insert(d)
+ count++
+ }
+ UWDeviceType.UAV -> {
+ val d = RealTimeDataUav()
+ dataTransform(dataPackage, d)
+ realTimeDataUavMapper.insert(d)
+ count++
+ }
+ UWDeviceType.GRID -> {
+ val d = RealTimeDataGrid()
+ dataTransform(dataPackage, d)
+ realTimeDataGridMapper.insert(d)
+ count++
+ }
+ }
+ return count
+ }
+
+ 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
+ }
+
+ override fun savePrepData2(dataList: List<DataVo>): Int {
+ var count = 0
+ dataList.forEach {vo ->
+ when (UWDeviceType.getType(vo.deviceCode)) {
+ UWDeviceType.VEHICLE -> {
+ val d = RealTimeDataVehicle()
+ dataTransform(vo, d)
+ /***************************************************************************************************/
+ // FIXME: 2021/10/27 杞﹁浇鐩戞祴閮ㄥ垎鍥犲瓙閲忕骇璋冩暣锛歂O2*0.6锛孒2S*0.3, SO2*0.2, O3*0.5锛屽叾浠栬绱犱笉鍙�
+ calibration(d, UWDeviceType.VEHICLE)
+ /***************************************************************************************************/
+ realTimeDataVehicleMapper.insert(d)
+ count++
+ }
+ UWDeviceType.UAV -> {
+ val d = RealTimeDataUav()
+ dataTransform(vo, d)
+ /***************************************************************************************************/
+ // FIXME: 2021/10/25 鏃犱汉鏈洪儴鍒嗗洜瀛愰噰鐢ㄨ溅杞芥暟鎹～鍏咃紝鍙栨渶鏂扮殑15鍒嗛挓鐨勬暟鎹�
+ if (tmpVehicleDataList.isEmpty()) {
+ val p = PageHelper.startPage<RealTimeDataVehicle>(1, 225)
+ realTimeDataVehicleMapper.selectByExample(Example(RealTimeDataVehicle::class.java).apply {
+ orderBy("dataTime").desc()
+ }).let { tmpVehicleDataList.addAll(it) }
+ }
+ if (tmpVehicleDataList.isNotEmpty()) {
+ tmpVehicleDataList[0].let {
+ d.no2 = it.no2
+ d.co = it.co
+ d.h2s = it.h2s
+ d.so2 = it.so2
+ d.o3 = it.o3
+ }
+ tmpVehicleDataList.removeFirst()
+ }
+ /***************************************************************************************************/
+ realTimeDataUavMapper.insert(d)
+ count++
+ }
+ UWDeviceType.GRID -> {
+ val d = RealTimeDataGrid()
+ dataTransform(vo, d)
+ /**************************************************************************/
+ // FIXME: 2021/11/8 閽堝鍘嗗彶缃戞牸鍖栧師濮嬫暟鎹紝杩涜涓存椂鏍″噯澶勭悊
+// val dTime = LocalDateTime.ofInstant(d.dataTime?.toInstant(), ZoneId.systemDefault())
+// // CO: 2021.8.28 17:27璧� *0.25
+// val coTime = LocalDateTime.of(2021, 8, 28, 17, 27, 0)
+// if (dTime.isAfter(coTime)) {
+// d.co = d.co?.times(0.25f)
+// }
+//
+// // NO2
+// d.no2 = d.no2?.times(0.6f)
+//
+// // O3
+// d.o3 = abs(d.o3?.minus(d.no2?.div(2) ?: 0f) ?: 0f) * 1.5f
+//
+// // SO2: *0.2, 2021.8.29 6:00璧� *0.08
+// val so2Time = LocalDateTime.of(2021, 8, 29, 6, 0, 0)
+// d.so2 = if (dTime.isAfter(so2Time)) {
+// d.so2?.times(0.08f)
+// } else {
+// d.so2?.times(0.2f)
+// }
+//
+// // H2S
+// d.h2s = d.h2s?.let { sqrt(it) * 2 }
+ /**************************************************************************/
+ realTimeDataGridMapper.insert(d)
+ count++
+ }
+ UWDeviceType.BOAT -> {
+
+ }
+ }
+ }
+ 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()
+ }
+ }
+
+ }
+ }
+
+ private fun dataTransform(dataPackage: AirDataPackage, bean: BaseRealTimeData) {
+ bean.apply {
+ 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)
+ }
+ }
+ }
+ }
+ }
+ }
+
+ fun dataTransform(vo: DataVo, bean: BaseRealTimeData) {
+ bean.apply {
+ deviceCode = vo.deviceCode
+ latitude = vo.lat?.toBigDecimal()
+ longitude = vo.lng?.toBigDecimal()
+ dataTime = SimpleDateFormat("yyyy-MM-dd HH:mm:ss").parse(vo.time)
+ createTime = Date()
+ vo.values?.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()
+ }
+ }
+
+ }
+ }
+
+ private fun calibration(data: BaseRealTimeData, type: UWDeviceType) {
+ //1. 鏍″噯绯绘暟鎸夌収涓�瀹氭椂闂撮棿闅旇繘琛屽埛鏂�
+ val now = LocalDateTime.now()
+ if (calibrationMap.isEmpty() || now.minusMinutes(cInterval).isAfter(cUpdateTime)) {
+ cUpdateTime = now
+ calibrationMap[type.value] = mutableMapOf()
+ factorCalibrationMapper.selectByExample(Example(FactorCalibration::class.java).apply {
+ createCriteria().andEqualTo("deviceType", type.value)
+ }).forEach {
+ calibrationMap[type.value]?.put(it.factorId, it.factorScale)
+ }
+ }
+ //2. 鏍规嵁鏍″噯绯绘暟璁＄畻
+ calibrationMap[type.value]?.let{
+ data.voc = data.voc?.times(it[FactorType.VOC.value] ?: 1f)
+ data.co = data.co?.times(it[FactorType.CO.value] ?: 1f)
+ data.pm25 = data.pm25?.times(it[FactorType.PM25.value] ?: 1f)
+ data.pm10 = data.pm10?.times(it[FactorType.PM10.value] ?: 1f)
+
+ data.no2 = data.no2?.times(it[FactorType.NO2.value] ?: 1f)
+ data.h2s = data.h2s?.times(it[FactorType.H2S.value] ?: 1f)
+ data.so2 = data.so2?.times(it[FactorType.SO2.value] ?: 1f)
+ data.o3 = data.o3?.times(it[FactorType.O3.value] ?: 1f)
+ }
+ }
}
\ No newline at end of file
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