From 7f0bcd00c556889ba890e5e68c681f1b5d4267e1 Mon Sep 17 00:00:00 2001
From: dengzedong <dengzedong@email>
Date: 星期四, 19 十二月 2024 18:07:20 +0800
Subject: [PATCH] 预测项状态添加模型结果异常
---
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/predict/PredictModuleHandler.java | 66 ++++++++++++++++++++++++--------
1 files changed, 49 insertions(+), 17 deletions(-)
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/predict/PredictModuleHandler.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/predict/PredictModuleHandler.java
index d5f4515..bf5be31 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/predict/PredictModuleHandler.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/predict/PredictModuleHandler.java
@@ -1,12 +1,16 @@
package com.iailab.module.model.mdk.predict;
+import com.iailab.module.model.mcs.pre.entity.MmItemOutputEntity;
+import com.iailab.module.model.mcs.pre.enums.ItemRunStatusEnum;
import com.iailab.module.model.mcs.pre.enums.ItemStatus;
+import com.iailab.module.model.mcs.pre.service.MmItemStatusService;
import com.iailab.module.model.mdk.factory.PredictItemFactory;
import com.iailab.module.model.mdk.vo.ItemVO;
import com.iailab.module.model.mdk.vo.PredictResultVO;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;
+import org.springframework.util.CollectionUtils;
import java.text.MessageFormat;
import java.time.Duration;
@@ -32,44 +36,72 @@
@Autowired
private PredictResultHandler predictResultHandler;
+ @Autowired
+ private MmItemStatusService mmItemStatusService;
- public Map<String, PredictResultVO> predict(List<ItemVO> predictItemList, Date predictTime, int intervalTime) {
- Map<String, PredictResultVO> result = new HashMap<>();
- PredictResultVO predictResult = new PredictResultVO();
+ /**
+ * 预测处理
+ *
+ * @param predictItemList
+ * @param predictTime
+ * @param intervalTime
+ * @return
+ */
+ public void predict(List<ItemVO> predictItemList, Date predictTime, int intervalTime,Map<String, PredictResultVO> predictResultMap) {
+ PredictResultVO predictResult;
+ Map<String, double[]> predictValueMap = null;
+ if (!CollectionUtils.isEmpty(predictResultMap)) {
+ // 将predictResultMap处理成Map<outPutId, double[]>
+ predictValueMap = new HashMap<>();
+ for (Map.Entry<String, PredictResultVO> entry : predictResultMap.entrySet()) {
+ for (Map.Entry<MmItemOutputEntity, double[]> mmItemOutputEntityEntry : entry.getValue().getPredictMatrixs().entrySet()) {
+ predictValueMap.put(mmItemOutputEntityEntry.getKey().getId(),mmItemOutputEntityEntry.getValue());
+ }
+ }
+ }
for (ItemVO predictItem : predictItemList) {
if (!predictItem.getStatus().equals(ItemStatus.STATUS1.getCode())) {
continue;
}
+ Long totalDur = 0L;
+ ItemRunStatusEnum itemRunStatusEnum = ItemRunStatusEnum.PROCESSING;
try {
+ mmItemStatusService.recordStatus(predictItem.getId(), itemRunStatusEnum, totalDur, predictTime);
PredictItemHandler predictItemHandler = predictItemFactory.create(predictItem.getId());
- Instant start = Instant.now();
+ long start = System.currentTimeMillis();
try {
- predictResult = predictItemHandler.predict(predictTime, predictItem);
+ // 预测项开始预测
+ predictResult = predictItemHandler.predict(predictTime, predictItem, predictValueMap,itemRunStatusEnum);
} catch (Exception e) {
- e.printStackTrace();
- log.error(String.valueOf(e));
+ continue;
}
- Instant end = Instant.now();
- Long drtPre = Duration.between(start, end).getSeconds();
- log.info(MessageFormat.format("预测项：{0}，预测时间：{1}秒", predictItem.getItemName(), drtPre));
+ long end = System.currentTimeMillis();
+ Long drtPre = end - start;
+ log.info(MessageFormat.format("预测项：{0}，预测时间：{1}ms", predictItem.getItemName(), drtPre));
+ totalDur = totalDur + drtPre;
+ predictResult.setGranularity(predictItem.getGranularity());
predictResult.setT(intervalTime);
predictResult.setSaveIndex(predictItem.getSaveIndex());
predictResult.setLt(1);
- predictResultHandler.savePredictResult(predictResult);
- Instant endSave = Instant.now();
- Long drtSave = Duration.between(end, endSave).getSeconds();
- log.info(MessageFormat.format("预测项：{0}，保存时间：{1}秒", predictItem.getItemName(),
- drtSave));
- result.put(predictItem.getItemNo(), predictResult);
+ // 保存预测结果
+ predictResultHandler.savePredictResult(predictResult);
+ long endSave = System.currentTimeMillis();
+ Long drtSave = endSave - end;
+ log.info(MessageFormat.format("预测项：{0}，保存时间：{1}ms", predictItem.getItemName(),
+ drtSave));
+ totalDur = totalDur + drtSave;
+ predictResultMap.put(predictItem.getItemNo(), predictResult);
} catch (Exception e) {
e.printStackTrace();
log.error(MessageFormat.format("预测项编号：{0}，预测项名称：{1}，预测失败：{2} 预测时刻：{3}",
predictItem.getId(), predictItem.getItemName(), e.getMessage(), predictTime));
+ itemRunStatusEnum = ItemRunStatusEnum.FAIL;
+ } finally {
+ mmItemStatusService.recordStatus(predictItem.getId(), itemRunStatusEnum, totalDur, predictTime);
}
}
- return result;
}
}
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