From fed257d4ee8c5f09affe0fb4611933d1f7ec724e Mon Sep 17 00:00:00 2001
From: 潘志宝 <979469083@qq.com>
Date: 星期二, 14 一月 2025 23:19:39 +0800
Subject: [PATCH] 获取最后预测值
---
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/McsApiImpl.java | 178 ++++++++++++++++++++++++++++++++++-------------------------
1 files changed, 103 insertions(+), 75 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 bd7dc00..ebe9567 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
@@ -1,5 +1,6 @@
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;
@@ -8,24 +9,28 @@
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.api.point.dto.ApiPointValueWriteDTO;
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.common.enums.DataTypeEnum;
+import com.iailab.module.model.enums.CommonConstant;
import com.iailab.module.model.common.enums.PreLineTypeEnum;
+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.sche.entity.StScheduleModelOutEntity;
+import com.iailab.module.model.mcs.pre.vo.MmPredictItemRespVO;
import com.iailab.module.model.mcs.sche.entity.StScheduleSuggestEntity;
-import com.iailab.module.model.mcs.sche.service.StScheduleModelOutService;
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.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 lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.StringUtils;
@@ -36,7 +41,9 @@
import java.math.BigDecimal;
import java.util.*;
+import java.util.function.Function;
import java.util.stream.Collectors;
+import java.util.stream.Stream;
/**
* @author PanZhibao
@@ -88,7 +95,10 @@
private StScheduleSchemeService stScheduleSchemeService;
@Autowired
- private StScheduleModelOutService stScheduleModelOutService;
+ private ChartParamService chartParamService;
+
+ @Autowired
+ private InfluxDBService influxDBService;
private int HOUR_MINS = 60;
@@ -254,20 +264,20 @@
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();
}
@@ -319,10 +329,10 @@
}
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();
@@ -348,6 +358,7 @@
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));
@@ -359,6 +370,10 @@
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 -> {
@@ -366,6 +381,20 @@
}).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));
+ }
+
+ 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());
+ }
}
result.setPredictTime(predictTime);
@@ -556,78 +585,77 @@
}
@Override
- public List<StScheduleSchemeDTO> listScheduleScheme(Map<String, Object> params) {
+ 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 Boolean scheduleModelOut(MdkScheduleRespDTO dto) {
- String modelId = stScheduleSchemeService.getByCode(dto.getScheduleCode()).getModelId();
- Map<String,Object> result = dto.getResult();
- List<StScheduleModelOutDTO> list = stScheduleModelOutService.list(modelId);
- try{
- list.forEach(
- item -> {
- double value = 0;
- //判断点位是否下发以及返回结果是否存在
- if(item.getIsWrite()==1){
- if(result.get(item.getResultKey())==null){
- log.error(result.get(item.getResultKey()) + "resultKey匹配失败");
- }
- Object resultValue = result.get(item.getResultKey());
- //判断解析方式
- if(item.getResultType().equals("double")){
- if(resultValue instanceof Double) {
- value = (Double) resultValue;
- }
- }else if(item.getResultType().equals("double[]")){
- ArrayList<Double> doubleList = (ArrayList<Double>) resultValue;
- double[] array = new double[doubleList.size()];
- for (int i = 0; i < doubleList.size(); i++) {
- array[i] = doubleList.get(i);
- }
- if(array!= null && item.getResultPort() < array.length){
- value = array[item.getResultPort()];
- }else{
- log.error(result.get(item.getResultKey()) + "下角标超限");
- }
+ public List<ChartParamDTO> getChartParamList(String chartCode) {
+ if (StringUtils.isBlank(chartCode)) {
+ return null;
+ }
+ return chartParamService.list(chartCode);
+ }
- }else if(item.getResultType().equals("double[][]")){
- if (item.getResultType().equals("double[][]")) {
- if (resultValue instanceof ArrayList) {
- ArrayList<ArrayList<Double>> doubleListList = (ArrayList<ArrayList<Double>>) resultValue;
- double[][] array = new double[doubleListList.size()][];
- for (int i = 0; i < doubleListList.size(); i++) {
- ArrayList<Double> doubleList = doubleListList.get(i);
- array[i] = new double[doubleList.size()];
- for (int j = 0; j < doubleList.size(); j++) {
- array[i][j] = doubleList.get(j);
- }
- }
- if (array != null && item.getResultPort() < array.length && item.getResultIndex() < array[item.getResultPort()].length) {
- value = array[item.getResultPort()][item.getResultIndex()];
- } else {
- log.error(result.get(item.getResultKey()) + "下标超限");
- }
- }
- }
- }
- //下发到point点位
- ApiPointValueWriteDTO ApiPointValueWriteDTO = new ApiPointValueWriteDTO();
- ApiPointValueWriteDTO.setPointNo(item.getPointNo());
- ApiPointValueWriteDTO.setValue(value);
- if (!dataPointApi.writePointRealValue(ApiPointValueWriteDTO)) {
- log.error(result.get(item.getResultKey()) + "下发数据异常");
- }
+ @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()));
}
}
- );
- }catch (Exception ex){
- log.error("下发数据异常");
- ex.printStackTrace();
+ }
+ result.put(mmPredictItemRespVO.getItemno(),outPutIdDouble);
}
- return true;
+ 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;
}
private Date[] calResultTime(ItemVO predictItem, Date startTimeReq, Date endTimeReq, int lengthLeft, int lengthRight) {
--
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