From e9506a872eb087da15a3ad317836c26bd8f0356c Mon Sep 17 00:00:00 2001
From: Jay <csj123456>
Date: 星期四, 06 二月 2025 14:35:32 +0800
Subject: [PATCH] 新增修改模型设定参数接口
---
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/McsApiImpl.java | 254 +++++++++++++++++++++++++++++++++++++++++++++++---
1 files changed, 238 insertions(+), 16 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 d918e48..d70b62b 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
@@ -12,20 +12,28 @@
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.enums.CommonConstant;
+import com.iailab.module.model.api.mdk.dto.StScheduleRecordVO;
+import com.iailab.module.model.common.enums.DataTypeEnum;
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;
import com.iailab.module.model.mcs.pre.entity.DmModuleEntity;
import com.iailab.module.model.mcs.pre.entity.MmItemOutputEntity;
import com.iailab.module.model.mcs.pre.entity.MmPredictAlarmMessageEntity;
import com.iailab.module.model.mcs.pre.service.*;
+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;
@@ -87,7 +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;
@@ -139,7 +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();
@@ -253,20 +283,20 @@
if (startTime == null) {
Calendar calendar = Calendar.getInstance();
calendar.setTime(predictItem.getLastTime());
- calendar.add(Calendar.MINUTE, -1 * predictItem.getPredictLength());
+ calendar.add(Calendar.SECOND, -1 * predictItem.getPredictLength() * predictItem.getGranularity());
startTime = calendar.getTime();
}
Date endTime = reqVO.getEndTime();
if (endTime == null) {
Calendar calendar = Calendar.getInstance();
calendar.setTime(predictItem.getLastTime());
- calendar.add(Calendar.MINUTE, predictItem.getPredictLength());
+ calendar.add(Calendar.SECOND, predictItem.getPredictLength() * predictItem.getGranularity());
endTime = calendar.getTime();
}
if (endTime.getTime() <= startTime.getTime()) {
Calendar calendar = Calendar.getInstance();
calendar.setTime(startTime);
- calendar.add(Calendar.MINUTE, predictItem.getPredictLength());
+ calendar.add(Calendar.SECOND, predictItem.getPredictLength() * predictItem.getGranularity());
endTime = calendar.getTime();
}
@@ -318,10 +348,10 @@
}
String timeFormat = StringUtils.isBlank(reqVO.getTimeFormat()) ? DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND : reqVO.getTimeFormat();
PreLineTypeEnum lineType = chartParams.get(CommonConstant.LINE_TYPE) == null ? PreLineTypeEnum.TN : PreLineTypeEnum.getEumByCode(chartParams.get(CommonConstant.LINE_TYPE));
- BigDecimal rangeH = chartParams.get(CommonConstant.RANGE_H) == null ? BigDecimal.ZERO : new BigDecimal(chartParams.get(CommonConstant.RANGE_H));
- BigDecimal rangeL = chartParams.get(CommonConstant.RANGE_L) == null ? BigDecimal.ZERO : new BigDecimal(chartParams.get(CommonConstant.RANGE_L));
- BigDecimal limitH = chartParams.get(CommonConstant.LIMIT_H) == null ? BigDecimal.ZERO : new BigDecimal(chartParams.get(CommonConstant.LIMIT_H));
- BigDecimal limitL = chartParams.get(CommonConstant.LIMIT_L) == null ? BigDecimal.ZERO : new BigDecimal(chartParams.get(CommonConstant.LIMIT_L));
+ BigDecimal rangeH = chartParams.get(CommonConstant.RANGE_H) == null ? null : new BigDecimal(chartParams.get(CommonConstant.RANGE_H));
+ BigDecimal rangeL = chartParams.get(CommonConstant.RANGE_L) == null ? null : new BigDecimal(chartParams.get(CommonConstant.RANGE_L));
+ BigDecimal limitH = chartParams.get(CommonConstant.LIMIT_H) == null ? null : new BigDecimal(chartParams.get(CommonConstant.LIMIT_H));
+ BigDecimal limitL = chartParams.get(CommonConstant.LIMIT_L) == null ? null : new BigDecimal(chartParams.get(CommonConstant.LIMIT_L));
int lengthLeft = chartParams.get(CommonConstant.LENGTH_LEFT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_LEFT)).intValue();
int lengthRight = chartParams.get(CommonConstant.LENGTH_RIGHT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_RIGHT)).intValue();
@@ -347,6 +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));
@@ -358,6 +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 -> {
@@ -365,6 +400,42 @@
}).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()));
+ }
+
+ String alarmObj = chartParams.get(CommonConstant.ALARM_OBJ);
+ if (StringUtils.isNotBlank(alarmObj)) {
+ List<AlarmMessageRespDTO> alarmList = ConvertUtils.sourceToTarget(mmPredictAlarmMessageService.getList(alarmObj, predictTime), AlarmMessageRespDTO.class);
+ dataView.setAlarmList(alarmList);
+ if (CollectionUtils.isEmpty(alarmList)) {
+ dataView.setAlarmMessage("暂无预警信息");
+ } 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);
@@ -534,8 +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
@@ -575,27 +646,178 @@
return stScheduleSchemeService.getAlarmAndSuggestPage(reqVO);
}
+ @Override
+ public Map<String, Map<String, Double>> getPreDoubleData(PreDoubleDataReqVO reqVO) {
+ List<MmPredictItemRespVO> doubleItemOutPuts = mmPredictItemService.getDoubleOutPutsByItemNos(reqVO.getItemNos());
+
+ //<itemNo,<resultStr,double>>
+ Map<String, Map<String, Double>> result = new HashMap<>(reqVO.getItemNos().size());
+
+ for (MmPredictItemRespVO mmPredictItemRespVO : doubleItemOutPuts) {
+ List<String> outPutIds = mmPredictItemRespVO.getOutPuts().stream().map(MmItemOutputRespVO::getId).collect(Collectors.toList());
+ InfluxModelResultByOutPutIdsPOJO pojo = new InfluxModelResultByOutPutIdsPOJO();
+ pojo.setOutPutIds(outPutIds);
+ pojo.setType(DataTypeEnum.FLOAT.getCode());
+ Map<String, List<InfluxModelResultVO>> outPutIdDoubles = influxDBService.queryModelResultsByOutPutIds(pojo, mmPredictItemRespVO.getLastTime(), mmPredictItemRespVO.getLastTime());
+ Map<String, Double> outPutIdDouble = new HashMap<>(outPutIds.size());
+ for (MmItemOutputRespVO outPut : mmPredictItemRespVO.getOutPuts()) {
+ String outPutId = outPut.getId();
+ if (outPutIdDoubles.containsKey(outPutId)) {
+ List<InfluxModelResultVO> influxModelResultVOS = outPutIdDoubles.get(outPutId);
+ if (!CollectionUtils.isEmpty(influxModelResultVOS)) {
+ outPutIdDouble.put(outPut.getResultstr(),Double.valueOf(influxModelResultVOS.get(0).getValue().toString()));
+ }
+ }
+ }
+ result.put(mmPredictItemRespVO.getItemno(),outPutIdDouble);
+ }
+ 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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