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/sample/SampleInfoConstructor.java | 254 +++++++++++++++++++++++++++++---------------------
1 files changed, 148 insertions(+), 106 deletions(-)
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/SampleInfoConstructor.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/SampleInfoConstructor.java
index c86dc27..515637b 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/SampleInfoConstructor.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/SampleInfoConstructor.java
@@ -1,19 +1,25 @@
package com.iailab.module.model.mdk.sample;
+import com.iailab.module.data.api.ind.IndItemApi;
+import com.iailab.module.data.api.ind.dto.ApiIndItemDTO;
+import com.iailab.module.data.api.plan.PlanItemApi;
+import com.iailab.module.data.api.plan.dto.ApiPlanItemDTO;
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.iailab.module.model.mdk.factory.ItemEntityFactory;
+import com.iailab.module.data.enums.DataPointFreqEnum;
+import com.iailab.module.data.enums.TimeGranularityEnum;
+import com.iailab.module.data.enums.TimeGranularitySecEnum;
+import com.iailab.module.model.mcs.pre.service.MmPredictItemService;
+import com.iailab.module.model.mdk.common.enums.ModelParamType;
import com.iailab.module.model.mdk.sample.dto.ColumnItem;
import com.iailab.module.model.mdk.sample.dto.ColumnItemPort;
import com.iailab.module.model.mdk.sample.dto.SampleInfo;
import org.springframework.beans.factory.annotation.Autowired;
-import org.springframework.stereotype.Component;
-import java.sql.Timestamp;
import java.util.Calendar;
import java.util.Date;
import java.util.List;
+import java.util.Map;
/**
* @author PanZhibao
@@ -26,7 +32,13 @@
private DataPointApi dataPointApi;
@Autowired
- private ItemEntityFactory itemEntityFactory;
+ private PlanItemApi planItemApi;
+
+ @Autowired
+ private IndItemApi indItemApi;
+
+ @Autowired
+ private MmPredictItemService mmPredictItemService;
/**
* prepareSampleInfo
@@ -35,14 +47,14 @@
* @param predictTime
* @return
*/
- public SampleInfo prepareSampleInfo(String modelId, Date predictTime) {
+ protected SampleInfo prepareSampleInfo(String modelId, Date predictTime) {
SampleInfo sampleInfo = new SampleInfo();
//调用样本列数的方法
- sampleInfo.setSampleColumn(getSampleColumn(modelId));
+// sampleInfo.setSampleColumn(getSampleColumn(modelId));
//样本的列信息
sampleInfo.setColumnInfo(getColumnInfo(modelId, predictTime));
//样本的采样周期
- sampleInfo.setSampleCycle(getSampleCycle(modelId));
+// sampleInfo.setSampleCycle(getSampleCycle(modelId));
return sampleInfo;
}
@@ -54,104 +66,6 @@
*/
protected abstract Integer getSampleColumn(String modelId);
- /**
- * 获取开始时间
- *
- * @param columnItem
- * @param originalTime
- * @return
- * @throws Exception
- */
- protected Date getStartTime(ColumnItem columnItem, Date originalTime) {
- Date dateTime = new Date();
- Calendar calendar = Calendar.getInstance();
- calendar.setTime(originalTime);
- switch (columnItem.getParamType()) {
- case "DATAPOINT":
- ApiPointDTO dataPoint = dataPointApi.getPointById(columnItem.getParamId());
- if (dataPoint == null) {
- return null;
- }
- dateTime = calculateTime(originalTime, true, columnItem.getDataLength(), DataPointFreq.getEumByCode(dataPoint.getMinfreqid()).getValue());
- break;
- case "PREDICTITEM":
- dateTime = calendar.getTime();
- break;
- case "IND-HIS":
- dateTime = calculateTime(originalTime, true, columnItem.getDataLength(), 60);
- break;
- case "IND-PLAN":
- dateTime = calendar.getTime();
- break;
- default:
- break;
- }
- return dateTime;
- }
-
- /**
- * 获取结束时间
- *
- * @param columnItem
- * @param originalTime
- * @return
- * @throws Exception
- */
- protected Date getEndTime(ColumnItem columnItem, Date originalTime) {
- Date dateTime = new Date();
- Calendar calendar = Calendar.getInstance();
- calendar.setTime(originalTime);
- switch (columnItem.getParamType()) {
- case "DATAPOINT":
- ApiPointDTO dataPoint = dataPointApi.getPointById(columnItem.getParamId());
- if (dataPoint == null) {
- return null;
- }
- calendar.add(Calendar.SECOND, DataPointFreq.getEumByCode(dataPoint.getMinfreqid()).getValue() * -1);
- break;
- case "PREDICTITEM":
- dateTime = calculateTime(originalTime, false, columnItem.getDataLength(), 60);
- break;
- case "IND-HIS":
- dateTime = calendar.getTime();
- break;
- case "IND-PLAN":
- dateTime = calculateTime(originalTime, false, columnItem.getDataLength(), 60);
- break;
- default:
- break;
- }
- return dateTime;
- }
-
- /**
- * 获取粒度，s
- *
- * @param columnItem
- * @return
- * @throws Exception
- */
- protected Integer getGranularity(ColumnItem columnItem) {
- Integer granularity = 60;
- switch (columnItem.getParamType()) {
- case "DATAPOINT":
- ApiPointDTO dataPoint = dataPointApi.getPointById(columnItem.getParamId());
- granularity = DataPointFreq.getEumByCode(dataPoint.getMinfreqid()).getValue();
- break;
- case "PREDICTITEM":
- granularity = itemEntityFactory.getItemById(columnItem.getParamId()).getGranularity();
- break;
- case "IND-HIS":
- granularity = 60;
- break;
- case "IND-PLAN":
- granularity = 60;
- break;
- default:
- break;
- }
- return granularity;
- }
/**
* 样本的列信息
@@ -169,6 +83,118 @@
* @return
*/
protected abstract Integer getSampleCycle(String modelId);
+
+ /**
+ * 获取开始时间
+ *
+ * @param columnItem
+ * @param originalTime
+ * @return
+ * @throws Exception
+ */
+ protected Date getStartTime(ColumnItem columnItem, Date originalTime, Map<String, ApiPointDTO> pointMap) {
+ Date dateTime = new Date();
+ Calendar calendar = Calendar.getInstance();
+ calendar.setTime(originalTime);
+ switch (ModelParamType.getEumByCode(columnItem.getParamType())) {
+ case DATAPOINT:
+ ApiPointDTO dataPoint = pointMap.get(columnItem.getParamId());
+ if (dataPoint == null) {
+ return null;
+ }
+ dateTime = calculateTime(originalTime, true, columnItem.getDataLength(), DataPointFreqEnum.getEumByCode(dataPoint.getMinfreqid()).getValue());
+ break;
+ case NORMALITEM:
+ case MERGEITEM:
+ dateTime = calendar.getTime();
+ break;
+ case IND:
+ dateTime = calculateTime(originalTime, true, columnItem.getDataLength(), 60);
+ break;
+ case PLAN:
+ dateTime = calendar.getTime();
+ break;
+ default:
+ break;
+ }
+ return dateTime;
+ }
+
+ /**
+ * 获取结束时间
+ *
+ * @param columnItem
+ * @param originalTime
+ * @return
+ * @throws Exception
+ */
+ protected Date getEndTime(ColumnItem columnItem, Date originalTime,Map<String, ApiPointDTO> pointMap) {
+ Date dateTime = new Date();
+ Calendar calendar = Calendar.getInstance();
+ calendar.setTime(originalTime);
+ switch (ModelParamType.getEumByCode(columnItem.getParamType())) {
+ case DATAPOINT:
+ ApiPointDTO dataPoint = pointMap.get(columnItem.getParamId());
+ if (dataPoint == null) {
+ return null;
+ }
+ dateTime = calendar.getTime();
+ break;
+ case NORMALITEM:
+ case MERGEITEM:
+ dateTime = calendar.getTime();
+ break;
+ case IND:
+ dateTime = calendar.getTime();
+ break;
+ case PLAN:
+ ApiPlanItemDTO planItem = planItemApi.getInfoByNo(columnItem.getParamId());
+ if (planItem == null) {
+ return null;
+ }
+ dateTime = calculateDate(originalTime, false, columnItem.getDataLength(),
+ TimeGranularityEnum.getEumByCode(planItem.getTimeGranularity()).getValue());
+ break;
+ default:
+ break;
+ }
+ return dateTime;
+ }
+
+ /**
+ * 获取粒度，s
+ *
+ * @param columnItem
+ * @return
+ * @throws Exception
+ */
+ protected Integer getGranularity(ColumnItem columnItem) {
+ // 默认60s
+ Integer granularity = 60;
+ switch (ModelParamType.getEumByCode(columnItem.getParamType())) {
+ case DATAPOINT:
+ ApiPointDTO dataPoint = dataPointApi.getInfoById(columnItem.getParamId());
+ granularity = DataPointFreqEnum.getEumByCode(dataPoint.getMinfreqid()).getValue();
+ break;
+ case NORMALITEM:
+ granularity = mmPredictItemService.getItemByOutPutId(columnItem.getParamId()).getGranularity();
+ break;
+ case MERGEITEM:
+ granularity = mmPredictItemService.getItemByIdFromCache(columnItem.getParamId()).getGranularity();
+ break;
+ case IND:
+ ApiIndItemDTO indItemDTO = indItemApi.getInfoById(columnItem.getParamId());
+ granularity = TimeGranularitySecEnum.getEumByCode(indItemDTO.getTimeGranularity()).getValue();;
+ break;
+ case PLAN:
+ ApiPlanItemDTO apiPlanItemDTO = planItemApi.getInfoById(columnItem.getParamId());
+ granularity = TimeGranularitySecEnum.getEumByCode(apiPlanItemDTO.getTimeGranularity()).getValue();
+ break;
+ default:
+ break;
+ }
+ return granularity;
+ }
/**
* 计算取值的时间
@@ -194,4 +220,20 @@
calendar.add(Calendar.SECOND, timeLength * granularity);
return calendar.getTime();
}
+
+ public Date calculateDate(Date originalTime, Boolean backward, int dataLength, int field) {
+ int timeLength;
+ if (backward) {
+ timeLength = (-1) * dataLength;
+ } else {
+ timeLength = dataLength - 1;
+ }
+ Date desTime = originalTime;
+ Calendar calendar = Calendar.getInstance();
+ calendar.setTime(desTime);
+ calendar.set(Calendar.MILLISECOND, 0);
+ // 数据长度 * 粒度
+ calendar.add(Calendar.SECOND, timeLength);
+ return calendar.getTime();
+ }
}
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