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 | 477 ++++++++++++++++++++++++++++++++++++++++++++++++++++++-----
1 files changed, 432 insertions(+), 45 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 b358b99..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
@@ -1,19 +1,39 @@
package com.iailab.module.model.api;
+import com.iailab.framework.common.pojo.PageResult;
import com.iailab.framework.common.util.date.DateUtils;
+import com.iailab.framework.common.util.object.ConvertUtils;
+import com.iailab.module.data.api.plan.PlanItemApi;
+import com.iailab.module.data.api.plan.dto.ApiPlanDataDTO;
import com.iailab.module.data.api.point.DataPointApi;
import com.iailab.module.data.api.point.dto.ApiPointDTO;
import com.iailab.module.data.api.point.dto.ApiPointValueDTO;
import com.iailab.module.data.api.point.dto.ApiPointValueQueryDTO;
+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.common.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.*;
+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;
@@ -36,6 +56,9 @@
public class McsApiImpl implements McsApi {
@Autowired
+ private DataPointApi dataPointApi;
+
+ @Autowired
private DmModuleService dmModuleService;
@Autowired
@@ -51,13 +74,44 @@
private MmItemResultLastPointService mmItemResultLastPointService;
@Autowired
- private DataPointApi dataPointApi;
-
- @Autowired
private MmItemResultJsonService mmItemResultJsonService;
@Autowired
private ChartService chartService;
+
+ @Autowired
+ private MmPredictAlarmMessageService mmPredictAlarmMessageService;
+
+ @Autowired
+ private StScheduleSuggestService stScheduleSuggestService;
+
+ @Autowired
+ private PlanItemApi planItemApi;
+
+ @Autowired
+ private MmPredictAlarmConfigService mmPredictAlarmConfigService;
+
+ @Autowired
+ 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;
@@ -85,7 +139,7 @@
outList.forEach(out -> {
PredictItemTreeDTO chd2 = new PredictItemTreeDTO();
chd2.setId(out.getId());
- chd2.setLabel(out.getResultstr());
+ chd2.setLabel(out.getResultName());
chd1.add(chd2);
});
}
@@ -109,8 +163,14 @@
}
Date predictTime = reqVO.getPredictTime();
if (predictTime == null) {
- MmItemOutputEntity output = mmItemOutputService.getOutPutById(reqVO.getOutIds().get(0));
- ItemVO predictItem = mmPredictItemService.getItemById(output.getItemid());
+ 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();
} else {
@@ -142,10 +202,11 @@
if (output == null) {
continue;
}
- legends.add(output.getResultstr());
+ legends.add(output.getResultName());
viewDto.setItemId(output.getItemid());
viewDto.setOutId(outId);
viewDto.setResultstr(output.getResultstr());
+ viewDto.setResultName(output.getResultName());
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));
@@ -222,20 +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();
}
@@ -247,11 +308,13 @@
return result;
}
for (MmItemOutputEntity out : outs) {
- legend.add(out.getResultstr());
+ legend.add(out.getResultName());
PreDataSampleViewRespDTO viewDto = new PreDataSampleViewRespDTO();
- viewDto.setRealData(getHisData(out.getPointid(), startTime, endTime));
+ if (StringUtils.isNotBlank(out.getPointid())) {
+ viewDto.setRealData(getHisData(out.getPointid(), startTime, endTime));
+ }
viewDto.setPreDataN(mmItemResultService.getData(out.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
- viewMap.put(out.getResultstr(), viewDto);
+ viewMap.put(out.getResultName(), viewDto);
}
result.setStartTime(startTime);
result.setEndTime(endTime);
@@ -277,43 +340,29 @@
if (resultStr == null) {
return result;
}
+ String resultIndex = chartParams.get(CommonConstant.RESULT_INDEX);
+
ItemVO predictItem = mmPredictItemService.getItemByItemNo(itemCode);
if (predictItem == null || predictItem.getLastTime() == null) {
return result;
}
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();
- result.setPredictTime(predictItem.getLastTime());
- Date predictTime = predictItem.getLastTime();
- Date startTime = reqVO.getStartTime();
- if (startTime == null) {
- Calendar calendar = Calendar.getInstance();
- calendar.setTime(predictItem.getLastTime());
- calendar.add(Calendar.MINUTE, -1 * lengthLeft);
- startTime = calendar.getTime();
- }
- Date endTime = reqVO.getEndTime();
- if (endTime == null) {
- Calendar calendar = Calendar.getInstance();
- calendar.setTime(predictItem.getLastTime());
- calendar.add(Calendar.MINUTE, lengthRight);
- endTime = calendar.getTime();
- }
- if (endTime.getTime() <= startTime.getTime()) {
- Calendar calendar = Calendar.getInstance();
- calendar.setTime(startTime);
- calendar.add(Calendar.MINUTE, lengthRight);
- endTime = calendar.getTime();
- }
+
+ Date[] timeArray = calResultTime(predictItem, reqVO.getStartTime(), reqVO.getEndTime(), lengthLeft, lengthRight);
+ Date predictTime = timeArray[0];
+ Date startTime = timeArray[1];
+ Date endTime = timeArray[2];
+
List<String> categories = DateUtils.getTimeScale(startTime, endTime, predictItem.getGranularity(), timeFormat);
List<String> legend = new ArrayList<>();
- MmItemOutputEntity outPut = mmItemOutputService.getByItemid(predictItem.getId(), resultStr);
+ MmItemOutputEntity outPut = mmItemOutputService.getByItemid(predictItem.getId(), resultStr, resultIndex);
PreDataViewRespDTO dataView = new PreDataViewRespDTO();
dataView.setItemId(predictItem.getId());
dataView.setItemName(predictItem.getItemName());
@@ -322,8 +371,13 @@
dataView.setRangeL(rangeL);
dataView.setLimitH(limitH);
dataView.setLimitL(limitL);
- dataView.setRealData(getHisData(outPut.getPointid(), startTime, endTime, timeFormat));
+ if (StringUtils.isNotBlank(outPut.getPointid())) {
+ dataView.setRealData(getHisData(outPut.getPointid(), startTime, endTime, timeFormat));
+ } else {
+ 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));
@@ -335,6 +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 -> {
@@ -342,13 +400,112 @@
}).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);
result.setStartTime(startTime);
result.setEndTime(endTime);
result.setCategories(categories);
result.setLegend(legend);
result.setDataView(dataView);
+ return result;
+ }
+
+ @Override
+ public Map<String, List<Object[]>> getPreDataCur(PreDataJsonReqVO reqVO) {
+ Map<String, List<Object[]>> result = new HashMap<>();
+ if (reqVO == null || reqVO.getPredictTime() == null || CollectionUtils.isEmpty(reqVO.getOutputIdList())) {
+ return result;
+ }
+ reqVO.getOutputIdList().forEach(outPutId -> {
+ result.put(outPutId, mmItemResultJsonService.getData(outPutId, reqVO.getPredictTime(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
+ });
+ return result;
+ }
+
+ @Override
+ public PlanDataSingleChartRespVO getPlanDataSingleChart(PreDataSingleChartReqVO reqVO) {
+ PlanDataSingleChartRespVO result = new PlanDataSingleChartRespVO();
+ Map<String, String> chartParams = chartService.getByChartCode(reqVO.getChartCode());
+ if (CollectionUtils.isEmpty(chartParams)) {
+ return result;
+ }
+ String itemCode = chartParams.get(CommonConstant.ITEM_CODE);
+ if (itemCode == null) {
+ return result;
+ }
+ String planItemStr = chartParams.get(CommonConstant.PLAN_ITEM_LIST);
+ if (planItemStr == null) {
+ return result;
+ }
+ List<String> planItemCodeList = Arrays.asList(planItemStr.split(","));
+
+ ItemVO predictItem = mmPredictItemService.getItemByItemNo(itemCode);
+ if (predictItem == null || predictItem.getLastTime() == null) {
+ return result;
+ }
+ String timeFormat = StringUtils.isBlank(reqVO.getTimeFormat()) ? DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND : reqVO.getTimeFormat();
+ 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();
+ Date[] timeArray = calResultTime(predictItem, reqVO.getStartTime(), reqVO.getEndTime(), lengthLeft, lengthRight);
+ Date predictTime = timeArray[0];
+ Date startTime = timeArray[1];
+ Date endTime = timeArray[2];
+ List<String> categories = DateUtils.getTimeScale(startTime, endTime, predictItem.getGranularity(), timeFormat);
+ List<String> legend = new ArrayList<>();
+ LinkedHashMap<String, List<PlanDataRecordDTO>> record = new LinkedHashMap<>();
+ ApiDataQueryDTO queryDTO = new ApiDataQueryDTO();
+ queryDTO.setItemNos(planItemCodeList);
+ queryDTO.setStart(startTime);
+ queryDTO.setEnd(endTime);
+ LinkedHashMap<String, List<ApiPlanDataDTO>> planData = planItemApi.queryPlanItemRecordValue(queryDTO);
+ if (CollectionUtils.isEmpty(planData)) {
+ planData.forEach((key, value) -> {
+ record.put(key, ConvertUtils.sourceToTarget(value, PlanDataRecordDTO.class));
+ });
+ }
+ result.setPredictTime(predictTime);
+ result.setStartTime(startTime);
+ result.setEndTime(endTime);
+ result.setCategories(categories);
+ result.setLegend(legend);
+ result.setRecord(record);
return result;
}
@@ -409,9 +566,20 @@
return result;
}
+ /**
+ * 新增预警信息
+ *
+ * @param dto
+ * @return
+ */
@Override
public Boolean createAlarmMessage(AlarmMessageRespDTO dto) {
- return true;
+ try {
+ mmPredictAlarmMessageService.create(ConvertUtils.sourceToTarget(dto, MmPredictAlarmMessageSaveReqVO.class));
+ return true;
+ } catch (Exception e) {
+ return false;
+ }
}
@Override
@@ -420,13 +588,31 @@
}
@Override
+ public List<AlarmConfigRespDTO> listAlarmConfig(Map<String, Object> params) {
+ return mmPredictAlarmConfigService.list(params);
+ }
+
+ @Override
+ public AlarmMessageRespDTO getLastAlarmMessage(String alarmObj) {
+ MmPredictAlarmMessageEntity entity = mmPredictAlarmMessageService.getLast(alarmObj);
+ return ConvertUtils.sourceToTarget(entity, AlarmMessageRespDTO.class);
+ }
+
+ @Override
public Boolean createScheduleSuggest(ScheduleSuggestRespDTO dto) {
+ stScheduleSuggestService.create(ConvertUtils.sourceToTarget(dto, StScheduleSuggestSaveReqVO.class));
return true;
}
@Override
- public List<ScheduleSuggestRespDTO> listScheduleSuggest(ScheduleSuggestReqDTO params) {
- return null;
+ public List<ScheduleSuggestRespDTO> listScheduleSuggest(ScheduleSuggestReqDTO vo) {
+ return stScheduleSuggestService.list(vo);
+ }
+
+ @Override
+ public List<ScheduleSuggestRespDTO> getLastLimitScheduleSuggest(String scheduleObj, Integer limit) {
+ List<StScheduleSuggestEntity> list = stScheduleSuggestService.getList(scheduleObj, limit);
+ return ConvertUtils.sourceToTarget(list, ScheduleSuggestRespDTO.class);
}
@Override
@@ -438,4 +624,205 @@
public Boolean modifyScheduleModelSetting(List<ScheduleModelSettingReqDTO> dtos) {
return true;
}
+
+ @Override
+ public List<StScheduleSchemeDTO> listScheduleScheme(String triggerMethod, String triggerCondition) {
+ Map<String, Object> params = new HashMap<>();
+ params.put("triggerMethod", triggerMethod);
+ params.put("triggerCondition", triggerCondition);
+ return stScheduleSchemeService.list(params);
+ }
+
+ @Override
+ public List<ChartParamDTO> getChartParamList(String chartCode) {
+ if (StringUtils.isBlank(chartCode)) {
+ return null;
+ }
+ return chartParamService.list(chartCode);
+ }
+
+ @Override
+ public PageResult<StAlarmAndSuggestRespVO> getAlarmAndSuggestPage(StAlarmAndSuggestPageReqVO reqVO) {
+ 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.SECOND, -1 * lengthLeft * granularity);
+ startTime = calendar.getTime();
+ }
+ Date endTime = endTimeReq;
+ if (endTime == null) {
+ Calendar calendar = Calendar.getInstance();
+ calendar.setTime(predictItem.getLastTime());
+ calendar.add(Calendar.SECOND, lengthRight * granularity);
+ endTime = calendar.getTime();
+ }
+ if (endTime.getTime() <= startTime.getTime()) {
+ Calendar calendar = Calendar.getInstance();
+ calendar.setTime(startTime);
+ calendar.add(Calendar.SECOND, lengthRight * granularity);
+ endTime = calendar.getTime();
+ }
+ result[0] = predictTime;
+ result[1] = startTime;
+ result[2] = endTime;
+ return result;
+ }
}
\ No newline at end of file
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