From c3c7a6918f0e2dfe597c339117e4185b641be95f Mon Sep 17 00:00:00 2001
From: Jay <csj123456>
Date: 星期一, 24 二月 2025 15:10:19 +0800
Subject: [PATCH] Merge remote-tracking branch 'origin/master'

---
 iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/predict/PredictResultHandler.java |   36 +++++++++++++++++++++++++++---------
 1 files changed, 27 insertions(+), 9 deletions(-)

diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/predict/PredictResultHandler.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/predict/PredictResultHandler.java
index 39729a7..89c3866 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/predict/PredictResultHandler.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/predict/PredictResultHandler.java
@@ -1,6 +1,7 @@
 package com.iailab.module.model.mdk.predict;
 
 import com.baomidou.dynamic.datasource.annotation.DSTransactional;
+import com.iailab.module.model.common.enums.CommonDict;
 import com.iailab.module.model.mcs.pre.entity.MmItemOutputEntity;
 import com.iailab.module.model.mcs.pre.service.MmItemResultService;
 import com.iailab.module.model.mdk.factory.ItemEntityFactory;
@@ -11,6 +12,7 @@
 import org.springframework.stereotype.Service;
 import org.springframework.util.CollectionUtils;
 
+import java.math.BigDecimal;
 import java.util.*;
 
 @Service
@@ -29,12 +31,12 @@
      */
     public Map<String, List<DataValueVO>> convertToPredictData(PredictResultVO predictResult) {
         Map<String, List<DataValueVO>> resultMap = new HashMap<>();
-        List<MmItemOutputEntity> itemOutPutList = itemEntityFactory.getOutPutByItemId(predictResult.getPredictId());
-
-        if (!CollectionUtils.isEmpty(predictResult.getPredictList())) {
-            resultMap.put(itemOutPutList.get(0).getId(), predictResult.getPredictList());
-            return resultMap;
-        }
+//        List<MmItemOutputEntity> itemOutPutList = itemEntityFactory.getOutPutByItemId(predictResult.getPredictId());
+//
+//        if (!CollectionUtils.isEmpty(predictResult.getPredictList())) {
+//            resultMap.put(itemOutPutList.get(0).getId(), predictResult.getPredictList());
+//            return resultMap;
+//        }
         Map<com.iailab.module.model.mcs.pre.entity.MmItemOutputEntity, double[]> predictMatrixs = predictResult.getPredictMatrixs();
         HashMap<String,List<DataValueVO>> predictLists = new HashMap<>();
         for (Map.Entry<com.iailab.module.model.mcs.pre.entity.MmItemOutputEntity, double[]> entry : predictMatrixs.entrySet()) {
@@ -52,6 +54,23 @@
             }
             resultMap.put(entry.getKey().getId(), predictDataList);
             predictLists.put(entry.getKey().getResultstr(), predictDataList);
+
+            //处理累计计算
+            if (entry.getKey().getIscumulant() == 1) {
+                resultMap.put(entry.getKey().getId() + CommonDict.CUMULANT_SUFFIX, new ArrayList<DataValueVO>(){{
+                    DataValueVO predictData = new DataValueVO();
+                    // 时间 预测时间+预测长度*粒度
+                    Calendar calendar = Calendar.getInstance();
+                    calendar.setTime(predictResult.getPredictTime());
+                    calendar.add(Calendar.SECOND, predictResult.getGranularity() * (rows - 1));
+                    predictData.setDataTime(calendar.getTime());
+                    //值 所有值相加/除数
+                    BigDecimal sum = BigDecimal.valueOf(Arrays.stream(entry.getValue()).sum());
+                    BigDecimal divisor = BigDecimal.valueOf(entry.getKey().getCumuldivisor());
+                    predictData.setDataValue(sum.divide(divisor, 2, BigDecimal.ROUND_HALF_UP).doubleValue());
+                    add(predictData);
+                }});
+            }
         }
         predictResult.setPredictLists(predictLists);
         return resultMap;
@@ -62,8 +81,8 @@
         if (!CollectionUtils.isEmpty(predictResult.getPredictList())) {
             return predictLists;
         }
-        Map<com.iailab.module.model.mcs.pre.entity.MmItemOutputEntity, double[]> predictMatrixs = predictResult.getPredictMatrixs();
-        for (Map.Entry<com.iailab.module.model.mcs.pre.entity.MmItemOutputEntity, double[]> entry : predictMatrixs.entrySet()) {
+        Map<MmItemOutputEntity, double[]> predictMatrixs = predictResult.getPredictMatrixs();
+        for (Map.Entry<MmItemOutputEntity, double[]> entry : predictMatrixs.entrySet()) {
             Integer rows = entry.getValue().length;
             List<DataValueVO> predictDataList = new ArrayList<>();
             Calendar calendar = Calendar.getInstance();
@@ -86,7 +105,6 @@
      *
      * @param predictResult
      */
-    @Async
     @DSTransactional
     public void savePredictResult(PredictResultVO predictResult) {
         Map<String, List<DataValueVO>> resultMap = convertToPredictData(predictResult);

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