From b651cbfd94d8d636c01b61e483ed1cff98e1bcb9 Mon Sep 17 00:00:00 2001
From: 潘志宝 <979469083@qq.com>
Date: 星期一, 23 十二月 2024 16:13:56 +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 |   86 ++++++++++++++++++++++++++----------------
 1 files changed, 53 insertions(+), 33 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 1b95499..ee15741 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
@@ -1,11 +1,9 @@
 package com.iailab.module.model.mdk.predict;
 
-import com.iailab.module.data.api.point.DataPointApi;
-import com.iailab.module.data.api.point.dto.ApiPointDTO;
-import com.iailab.module.data.enums.DataPointFreq;
+import com.baomidou.dynamic.datasource.annotation.DSTransactional;
+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;
-import com.iailab.module.model.mdk.vo.MmItemOutputVO;
 import com.iailab.module.model.mdk.vo.DataValueVO;
 import com.iailab.module.model.mdk.vo.PredictResultVO;
 import org.springframework.beans.factory.annotation.Autowired;
@@ -23,9 +21,6 @@
     @Autowired
     private ItemEntityFactory itemEntityFactory;
 
-    @Autowired
-    private DataPointApi dataPointApi;
-
     /**
      * convertToPredictData
      *
@@ -34,36 +29,56 @@
      */
     public Map<String, List<DataValueVO>> convertToPredictData(PredictResultVO predictResult) {
         Map<String, List<DataValueVO>> resultMap = new HashMap<>();
-        List<MmItemOutputVO> itemOutPutList = itemEntityFactory.getOutPutByItemId(predictResult.getPredictId());
-
-        if (!CollectionUtils.isEmpty(predictResult.getPredictList())) {
-            resultMap.put(itemOutPutList.get(0).getId(), predictResult.getPredictList());
-            return resultMap;
-        }
-        ApiPointDTO point = dataPointApi.getPointById(itemOutPutList.get(0).getPointId());
-        List<Date> dateTimeList = new ArrayList<>();
-        Integer rows = predictResult.getPredictMatrix().length;
-        Integer columns = predictResult.getPredictMatrix()[0].length;
-        Date tempTime = predictResult.getPredictTime();
-        for (Integer i = 0; i < rows; i++) {
-            dateTimeList.add(tempTime);
-            Calendar calendar = Calendar.getInstance();
-            calendar.setTime(tempTime);
-            calendar.add(Calendar.SECOND, DataPointFreq.getEumByCode(point.getMinfreqid()).getValue());
-            tempTime = calendar.getTime();
-        }
-        for (Integer i = 0; i < columns; i++) {
+//        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()) {
+            Integer rows = entry.getValue().length;
             List<DataValueVO> predictDataList = new ArrayList<>();
-            for (Integer j = 0; j < rows; j++) {
+            Calendar calendar = Calendar.getInstance();
+            calendar.setTime(predictResult.getPredictTime());
+            for (Integer i = 0; i < rows; i++) {
                 DataValueVO predictData = new DataValueVO();
-                predictData.setDataTime(dateTimeList.get(j));
-                predictData.setDataValue(Double.valueOf(predictResult.getPredictMatrix()[j][i]));
+                predictData.setDataTime(calendar.getTime());
+                predictData.setDataValue(Double.valueOf(entry.getValue()[i]));
                 predictDataList.add(predictData);
+
+                calendar.add(Calendar.SECOND, predictResult.getGranularity());
             }
-            resultMap.put(itemOutPutList.get(i).getId(), predictDataList);
-            predictResult.setPredictList(predictDataList);
+            resultMap.put(entry.getKey().getId(), predictDataList);
+            predictLists.put(entry.getKey().getResultstr(), predictDataList);
         }
+        predictResult.setPredictLists(predictLists);
         return resultMap;
+    }
+
+    public Map<String, List<DataValueVO>> convertToPredictData2(PredictResultVO predictResult) {
+        Map<String, List<DataValueVO>> predictLists = new HashMap<>();
+        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()) {
+            Integer rows = entry.getValue().length;
+            List<DataValueVO> predictDataList = new ArrayList<>();
+            Calendar calendar = Calendar.getInstance();
+            calendar.setTime(predictResult.getPredictTime());
+            for (Integer i = 0; i < rows; i++) {
+                DataValueVO predictData = new DataValueVO();
+                predictData.setDataTime(calendar.getTime());
+                predictData.setDataValue(Double.valueOf(entry.getValue()[i]));
+                predictDataList.add(predictData);
+
+                calendar.add(Calendar.SECOND, predictResult.getGranularity());
+            }
+            predictLists.put(entry.getKey().getResultstr(), predictDataList);
+        }
+        return predictLists;
     }
 
     /**
@@ -72,19 +87,24 @@
      * @param predictResult
      */
     @Async
+    @DSTransactional
     public void savePredictResult(PredictResultVO predictResult) {
         Map<String, List<DataValueVO>> resultMap = convertToPredictData(predictResult);
         mmItemResultService.savePredictValue(resultMap, predictResult.getLt(), "n", predictResult.getPredictTime());
+        // 存double类型输出
+        if (!CollectionUtils.isEmpty(predictResult.getPredictDoubleValues())) {
+            mmItemResultService.savePredictValue(predictResult.getPredictDoubleValues(), predictResult.getPredictTime());
+        }
     }
 
     public List<DataValueVO> getPredictValueByItemNo(String itemNo, Date start, Date end) {
         String itemId = itemEntityFactory.getItemByItemNo(itemNo).getId();
-        List<MmItemOutputVO> outputList = itemEntityFactory.getOutPutByItemId(itemId);
+        List<MmItemOutputEntity> outputList = itemEntityFactory.getOutPutByItemId(itemId);
         return mmItemResultService.getPredictValue(outputList.get(0).getId(), start, end);
     }
 
     public List<DataValueVO> getPredictValueByItemId(String itemId, Date start, Date end) {
-        List<MmItemOutputVO> outputList = itemEntityFactory.getOutPutByItemId(itemId);
+        List<MmItemOutputEntity> outputList = itemEntityFactory.getOutPutByItemId(itemId);
         return mmItemResultService.getPredictValue(outputList.get(0).getId(), start, end);
     }
 }

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