From 88dece072becc2768c18715fb9b022ee7eb9f9a0 Mon Sep 17 00:00:00 2001
From: 潘志宝 <979469083@qq.com>
Date: 星期一, 10 二月 2025 14:18:55 +0800
Subject: [PATCH] 数据分析当前值
---
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/McsApiImpl.java | 199 ++++++++++++++++++++++++++++++++++++++++++++++---
1 files changed, 184 insertions(+), 15 deletions(-)
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/McsApiImpl.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/McsApiImpl.java
index 8927321..87cbea9 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/McsApiImpl.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/McsApiImpl.java
@@ -12,9 +12,10 @@
import com.iailab.module.data.common.ApiDataQueryDTO;
import com.iailab.module.model.api.mcs.McsApi;
import com.iailab.module.model.api.mcs.dto.*;
+import com.iailab.module.model.api.mdk.dto.StScheduleRecordVO;
import com.iailab.module.model.common.enums.DataTypeEnum;
-import com.iailab.module.model.enums.CommonConstant;
import com.iailab.module.model.common.enums.PreLineTypeEnum;
+import com.iailab.module.model.enums.CommonConstant;
import com.iailab.module.model.influxdb.pojo.InfluxModelResultByOutPutIdsPOJO;
import com.iailab.module.model.influxdb.service.InfluxDBService;
import com.iailab.module.model.influxdb.vo.InfluxModelResultVO;
@@ -25,13 +26,14 @@
import com.iailab.module.model.mcs.pre.vo.MmItemOutputRespVO;
import com.iailab.module.model.mcs.pre.vo.MmPredictAlarmMessageSaveReqVO;
import com.iailab.module.model.mcs.pre.vo.MmPredictItemRespVO;
+import com.iailab.module.model.mcs.sche.entity.StScheduleModelEntity;
import com.iailab.module.model.mcs.sche.entity.StScheduleSuggestEntity;
-import com.iailab.module.model.mcs.sche.service.StScheduleSchemeService;
-import com.iailab.module.model.mcs.sche.service.StScheduleSuggestService;
+import com.iailab.module.model.mcs.sche.service.*;
import com.iailab.module.model.mcs.sche.vo.StScheduleSuggestSaveReqVO;
import com.iailab.module.model.mdk.vo.ItemVO;
import com.iailab.module.model.mpk.service.ChartParamService;
import com.iailab.module.model.mpk.service.ChartService;
+import com.iailab.module.model.mpk.service.ElectricityPriceSegmentedService;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.StringUtils;
import org.springframework.beans.factory.annotation.Autowired;
@@ -41,9 +43,7 @@
import java.math.BigDecimal;
import java.util.*;
-import java.util.function.Function;
import java.util.stream.Collectors;
-import java.util.stream.Stream;
/**
* @author PanZhibao
@@ -95,10 +95,23 @@
private StScheduleSchemeService stScheduleSchemeService;
@Autowired
+ private StScheduleRecordService stScheduleRecordService;
+
+ @Autowired
private ChartParamService chartParamService;
@Autowired
private InfluxDBService influxDBService;
+
+ @Autowired
+ private ElectricityPriceSegmentedService electricityPriceSegmentedService;
+
+ @Autowired
+ private StScheduleModelService stScheduleModelService;
+
+ @Autowired
+ private StScheduleModelSettingService stScheduleModelSettingService;
+
private int HOUR_MINS = 60;
@@ -150,7 +163,13 @@
}
Date predictTime = reqVO.getPredictTime();
if (predictTime == null) {
- MmItemOutputEntity output = mmItemOutputService.getOutPutById(reqVO.getOutIds().get(0));
+ MmItemOutputEntity output = null;
+ for (String outId : outIds) {
+ output = mmItemOutputService.getOutPutById(outId);
+ if (output != null) {
+ break;
+ }
+ }
ItemVO predictItem = mmPredictItemService.getItemByIdFromCache(output.getItemid());
if (predictItem.getLastTime() != null) {
predictTime = predictItem.getLastTime();
@@ -191,7 +210,7 @@
viewDto.setRealData(getHisData(output.getPointid(), startTime, endTime));
viewDto.setPreDataN(mmItemResultService.getData(output.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
viewDto.setPreDataL(mmItemResultLastPointService.getData(output.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
-
+ viewDto.setCurData(mmItemResultJsonService.getData(output.getId(), predictTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
List<Double> values = new ArrayList<>();
if (!CollectionUtils.isEmpty(viewDto.getRealData())) {
List<Double> hisValues = new ArrayList<>();
@@ -358,6 +377,7 @@
dataView.setRealData(new ArrayList<>());
}
dataView.setCurData(mmItemResultJsonService.getData(outPut.getId(), predictTime, timeFormat));
+ dataView.setLineType(lineType.getCode());
switch (lineType) {
case TN:
dataView.setPreDataN(mmItemResultService.getData(outPut.getId(), startTime, endTime, timeFormat));
@@ -369,6 +389,10 @@
default:
break;
}
+ if (!CollectionUtils.isEmpty(dataView.getRealData())) {
+ Object[] rdo = dataView.getRealData().get(dataView.getRealData().size() - 1);
+ dataView.setCurrValue(new BigDecimal(rdo[1].toString()));
+ }
if (!CollectionUtils.isEmpty(dataView.getCurData())) {
List<Double> curList = dataView.getCurData().stream().map(t -> {
@@ -376,9 +400,8 @@
}).collect(Collectors.toList());
dataView.setPreMax(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
dataView.setPreMin(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
- dataView.setPreLast(new BigDecimal(curList.get(curList.size() - 1)));
- dataView.setPreCumulant(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).sum())
- .divide(new BigDecimal(HOUR_MINS), 2, BigDecimal.ROUND_HALF_UP));
+ dataView.setPreLast(new BigDecimal(curList.get(curList.size() - 1)).setScale(2, BigDecimal.ROUND_HALF_UP));
+ dataView.setPreCumulant(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).sum()).setScale(2, BigDecimal.ROUND_HALF_UP));
}
String alarmObj = chartParams.get(CommonConstant.ALARM_OBJ);
@@ -390,6 +413,29 @@
} else {
dataView.setAlarmMessage(alarmList.get(0).getContent());
}
+ }
+
+ try {
+ String adjValuePoint = chartParams.get(CommonConstant.ADJ_VALUE_POINT);
+ if (StringUtils.isNotBlank(adjValuePoint)) {
+ List<String> pointNos = new ArrayList<>();
+ pointNos.add(adjValuePoint);
+ Map<String, Object> adjValue = dataPointApi.queryPointsRealValue(pointNos);
+ dataView.setAdjValue(new BigDecimal(adjValue.get(adjValuePoint).toString()));
+ }
+
+ String adjValueArrPoint = chartParams.get(CommonConstant.ADJ_VALUE_ARR_POINT);
+ if (StringUtils.isNotBlank(adjValueArrPoint)) {
+ String[] adjPointArr = adjValueArrPoint.split(",");
+ Map<String, Object> adjValue = dataPointApi.queryPointsRealValue(Arrays.asList(adjPointArr));
+ BigDecimal[] adjValueArr = new BigDecimal[adjPointArr.length];
+ for(int i = 0; i < adjPointArr.length; i++) {
+ adjValueArr[i] = new BigDecimal(adjValue.get(adjPointArr[i]).toString());
+ }
+ dataView.setAdjValueArr(adjValueArr);
+ }
+ } catch (Exception ex) {
+ ex.printStackTrace();
}
result.setPredictTime(predictTime);
@@ -559,8 +605,8 @@
}
@Override
- public List<ScheduleSuggestRespDTO> listScheduleSuggest(Map<String, Object> params) {
- return Collections.emptyList();
+ public List<ScheduleSuggestRespDTO> listScheduleSuggest(ScheduleSuggestReqDTO vo) {
+ return stScheduleSuggestService.list(vo);
}
@Override
@@ -628,27 +674,150 @@
return result;
}
+ public Map<String, BigDecimal> getPredictLastValue(PredictLastValueReqVO reqVO) {
+ Map<String, BigDecimal> result = new HashMap<>(reqVO.getItemNos().size());
+ if (CollectionUtils.isEmpty(reqVO.getItemNos())) {
+ return result;
+ }
+ List<String[]> itemNos = reqVO.getItemNos();
+ for (String[] itemNo : itemNos) {
+ String key = itemNo[0] + "_" + itemNo[1] + "_" + itemNo[2];
+ ItemVO predictItem = mmPredictItemService.getItemByItemNo(itemNo[0]);
+ if (predictItem == null || predictItem.getLastTime() == null) {
+ result.put(key, BigDecimal.ZERO);
+ }
+ MmItemOutputEntity outPut = mmItemOutputService.getByItemid(predictItem.getId(), itemNo[1], itemNo[2]);
+
+ Date predictTime = predictItem.getLastTime();
+ List<Object[]> curData = mmItemResultJsonService.getData(outPut.getId(), predictTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
+ if(CollectionUtils.isEmpty(curData)) {
+ result.put(key, BigDecimal.ZERO);
+ } else {
+ result.put(key, new BigDecimal(curData.get(curData.size() - 1)[1].toString()));
+ }
+ }
+ return result;
+ }
+
+ @Override
+ public List<StScheduleRecordVO> getLastScheduleData(String scheduleCode, Integer limit) {
+ if (StringUtils.isBlank(scheduleCode)) {
+ return null;
+ }
+ return stScheduleRecordService.getLastScheduleResult(scheduleCode,limit);
+ }
+
+ @Override
+ public Map<String, List<Object[]>> getPredictDataItemNo(PreDataItemNoReqVO reqVO) {
+ if (StringUtils.isBlank(reqVO.getItemNo())) {
+ return new HashMap<>();
+ }
+ ItemVO predictItem = mmPredictItemService.getItemByItemNo(reqVO.getItemNo());
+ if (null == predictItem) {
+ return new HashMap<>();
+ }
+
+ // 默认开始时间：运行时间
+ if (null == reqVO.getStartTime()) {
+ reqVO.setStartTime(predictItem.getLastTime());
+ }
+ // 默认结束时间：运行时间+预测长度*粒度
+ if (null == reqVO.getEndTime()) {
+ Calendar calendar = Calendar.getInstance();
+ calendar.setTime(predictItem.getLastTime());
+ calendar.add(Calendar.SECOND,predictItem.getPredictLength() * predictItem.getGranularity());
+ reqVO.setEndTime(calendar.getTime());
+ }
+
+ List<String> itemNos = new ArrayList<String>(){{
+ add(reqVO.getItemNo());
+ }};
+ List<MmPredictItemRespVO> ItemRespVOs = mmPredictItemService.getArrayOutPutsByItemNos(itemNos);
+ if (CollectionUtils.isEmpty(ItemRespVOs)) {
+ return new HashMap<>();
+ }
+ List<MmItemOutputRespVO> outPuts = ItemRespVOs.get(0).getOutPuts();
+ if (CollectionUtils.isEmpty(outPuts)) {
+ return new HashMap<>();
+ }
+
+ InfluxModelResultByOutPutIdsPOJO pojo = new InfluxModelResultByOutPutIdsPOJO();
+ pojo.setOutPutIds(outPuts.stream().map(MmItemOutputRespVO::getId).collect(Collectors.toList()));
+ pojo.setType(DataTypeEnum.FLOAT.getCode());
+ Map<String, List<InfluxModelResultVO>> outPutDatas = influxDBService.queryModelResultsByOutPutIds(pojo, reqVO.getStartTime(), reqVO.getEndTime());
+ Map<String,List<Object[]>> result = new HashMap<>(outPuts.size());
+ for (MmItemOutputRespVO outPut : outPuts) {
+ String outPutId = outPut.getId();
+ if (outPutDatas.containsKey(outPutId)) {
+ List<InfluxModelResultVO> influxModelResultVOS = outPutDatas.get(outPutId);
+ result.put(null == outPut.getResultIndex() ? outPut.getResultstr() : outPut.getResultstr()+"_"+outPut.getResultIndex(),influxModelResultVOS.stream().map(e -> {
+ Object[] values = new Object[2];
+ values[0] = DateUtils.format(Date.from(e.getTimestamp()), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
+ values[1] = Double.valueOf(e.getValue().toString());
+ return values;
+ }).collect(Collectors.toList()));
+ }
+ }
+ return result;
+ }
+
+ @Override
+ public List<ElectricityPriceSegmentedDTO> getElectricityPriceList(String year, String time) {
+ return electricityPriceSegmentedService.getElectricityPriceList(year, time);
+ }
+
+ @Override
+ public Boolean createElectricityPrice(List<ElectricityPriceSegmentedDTO> list) {
+ electricityPriceSegmentedService.deleteByITimeId(list.get(0).getITimeId());
+ list.forEach(dto -> electricityPriceSegmentedService.create(dto));
+ return true;
+ }
+
+ @Override
+ public Boolean updateScheduleModelSetting(String modelCode, String key, String value) {
+ StScheduleModelEntity model = stScheduleModelService.getByModelCode(modelCode);
+ stScheduleModelSettingService.updateByModelIdAndKey(model.getId(), key, value);
+ return true;
+ }
+
+ /**
+ * 计算功率因数 p²/（根号：p²+Q²）
+ **/
+ public Double calculateCos(Double PValue,Double QValue) {
+ // 绝对值
+ PValue = Math.abs(PValue);
+ QValue = Math.abs(QValue);
+ //PValue [0,0.001] 直接判断为关闭返回0
+ if (PValue >= 0 && PValue <= 0.001) {
+ return 0.0;
+ }else {
+ BigDecimal result = new BigDecimal(PValue).divide(BigDecimal.valueOf(Math.sqrt(Math.pow(PValue, 2) + Math.pow(QValue, 2))), 2, BigDecimal.ROUND_HALF_UP);
+ return result.doubleValue();
+ }
+ }
+
private Date[] calResultTime(ItemVO predictItem, Date startTimeReq, Date endTimeReq, int lengthLeft, int lengthRight) {
Date[] result = new Date[3];
Date predictTime = predictItem.getLastTime();
+ Integer granularity = predictItem.getGranularity();
Date startTime = startTimeReq;
if (startTime == null) {
Calendar calendar = Calendar.getInstance();
calendar.setTime(predictItem.getLastTime());
- calendar.add(Calendar.MINUTE, -1 * lengthLeft);
+ calendar.add(Calendar.SECOND, -1 * lengthLeft * granularity);
startTime = calendar.getTime();
}
Date endTime = endTimeReq;
if (endTime == null) {
Calendar calendar = Calendar.getInstance();
calendar.setTime(predictItem.getLastTime());
- calendar.add(Calendar.MINUTE, lengthRight);
+ calendar.add(Calendar.SECOND, lengthRight * granularity);
endTime = calendar.getTime();
}
if (endTime.getTime() <= startTime.getTime()) {
Calendar calendar = Calendar.getInstance();
calendar.setTime(startTime);
- calendar.add(Calendar.MINUTE, lengthRight);
+ calendar.add(Calendar.SECOND, lengthRight * granularity);
endTime = calendar.getTime();
}
result[0] = predictTime;
--
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