From 60fa13f76afe72a6f48416de2904d58164859382 Mon Sep 17 00:00:00 2001
From: houzhongjian <houzhongyi@126.com>
Date: 星期五, 17 一月 2025 13:51:55 +0800
Subject: [PATCH] Merge remote-tracking branch 'origin/master'
---
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/api/McsApiImpl.java | 190 +++++++++++++++++++++++++++++++++++++++++++++-
1 files changed, 183 insertions(+), 7 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 ea66d6a..cdc43e1 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
@@ -12,14 +12,21 @@
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.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.pre.vo.MmPredictItemRespVO;
import com.iailab.module.model.mcs.sche.entity.StScheduleSuggestEntity;
+import com.iailab.module.model.mcs.sche.service.StScheduleRecordService;
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;
@@ -34,8 +41,11 @@
import org.springframework.web.bind.annotation.RestController;
import java.math.BigDecimal;
+import java.text.DecimalFormat;
import java.util.*;
+import java.util.function.Function;
import java.util.stream.Collectors;
+import java.util.stream.Stream;
/**
* @author PanZhibao
@@ -87,7 +97,13 @@
private StScheduleSchemeService stScheduleSchemeService;
@Autowired
+ private StScheduleRecordService stScheduleRecordService;
+
+ @Autowired
private ChartParamService chartParamService;
+
+ @Autowired
+ private InfluxDBService influxDBService;
private int HOUR_MINS = 60;
@@ -139,7 +155,13 @@
}
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();
@@ -346,7 +368,8 @@
} else {
dataView.setRealData(new ArrayList<>());
}
- // dataView.setCurData(mmItemResultJsonService.getData(outPut.getId(), predictTime, timeFormat));
+ 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));
@@ -358,14 +381,20 @@
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.getPreDataN())) {
- List<Double> curList = dataView.getPreDataN().stream().map(t -> {
+ if (!CollectionUtils.isEmpty(dataView.getCurData())) {
+ List<Double> curList = dataView.getCurData().stream().map(t -> {
return new Double(t[1].toString());
}).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);
@@ -587,27 +616,174 @@
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 Map<String,List<Object[]>> getElectricPredictData(String itemCode) {
+ ItemVO predictItem = mmPredictItemService.getItemByItemNo(itemCode);
+ if (null == predictItem) {
+ return new HashMap<>();
+ }
+ List<Integer> resultIndexs = new ArrayList<>();
+ resultIndexs.add(0);
+ resultIndexs.add(1);
+ resultIndexs.add(2);
+ List<MmItemOutputEntity> outPuts = mmItemOutputService.getByItemid(predictItem.getId(),"predictValues",resultIndexs);
+ if (CollectionUtils.isEmpty(outPuts)) {
+ return new HashMap<>();
+ }
+ InfluxModelResultByOutPutIdsPOJO pojo = new InfluxModelResultByOutPutIdsPOJO();
+ pojo.setOutPutIds(outPuts.stream().map(MmItemOutputEntity::getId).collect(Collectors.toList()));
+ pojo.setType(DataTypeEnum.FLOAT.getCode());
+ Calendar calendar = Calendar.getInstance();
+ calendar.setTime(predictItem.getLastTime());
+ calendar.add(Calendar.DAY_OF_YEAR, 7);
+ Map<String, List<InfluxModelResultVO>> outPutDatas = influxDBService.queryModelResultsByOutPutIds(pojo, predictItem.getLastTime(), calendar.getTime());
+ Map<String,List<Object[]>> result = new HashMap<>(outPuts.size());
+ for (MmItemOutputEntity 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 String getLastScheduleData(String scheduleCode) {
+ if (StringUtils.isBlank(scheduleCode)) {
+ return null;
+ }
+ return stScheduleRecordService.getLastScheduleResult(scheduleCode);
+ }
+
+ @Override
+ public List<Map<String, Object>> getRealTimeStatus(List<Map<String, Object>> machines) {
+ List<String> pointNos = new ArrayList<>(16);
+ for (Map<String, Object> machine : machines) {
+ List<String> list = (List<String>) machine.get("pointNos");
+ pointNos.addAll(list);
+ }
+ Map<String, Object> pointValues = dataPointApi.queryPointsRealValue(pointNos);
+ List<Map<String, Object>> results = new ArrayList<>();
+ for (Map<String, Object> machine : machines) {
+ List<String> pointNoList = (List<String>) machine.get("pointNos");
+ if (!pointValues.containsKey(pointNoList.get(0)) || !pointValues.containsKey(pointNoList.get(1))) {
+ machine.put("status",false);
+ machine.put("num",0);
+ results.add(machine);
+ continue;
+ }
+ Double PValue = Double.valueOf(pointValues.get(pointNoList.get(0)).toString());
+ Double QValue = Double.valueOf(pointValues.get(pointNoList.get(1)).toString());
+ Double cos = calculateCos(PValue, QValue);
+ if (cos.equals(0.0)) {
+ machine.put("status",false);
+ machine.put("num",0);
+ }else {
+ machine.put("status",true);
+ machine.put("num",cos);
+ }
+ results.add(machine);
+ }
+ return results;
+ }
+
+ /**
+ * 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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