From f7819b4bc08d3ee2fc391b79da8480e7c85d64fd Mon Sep 17 00:00:00 2001
From: 潘志宝 <979469083@qq.com>
Date: 星期五, 28 三月 2025 13:57:25 +0800
Subject: [PATCH] ASDC
---
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/PredictSampleDataConstructor.java | 70 ++++++++++++++++++++++-------------
1 files changed, 44 insertions(+), 26 deletions(-)
diff --git a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/PredictSampleDataConstructor.java b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/PredictSampleDataConstructor.java
index c2bfd25..7723944 100644
--- a/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/PredictSampleDataConstructor.java
+++ b/iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/PredictSampleDataConstructor.java
@@ -14,10 +14,8 @@
import com.iailab.module.data.common.ApiDataQueryDTO;
import com.iailab.module.data.common.ApiDataValueDTO;
import com.iailab.module.model.common.utils.ASCIIUtil;
-import com.iailab.module.model.mcs.pre.service.MmItemOutputService;
-import com.iailab.module.model.mcs.pre.service.MmItemResultJsonService;
import com.iailab.module.model.mcs.pre.service.MmItemResultService;
-import com.iailab.module.model.mcs.pre.service.MmItemTypeService;
+import com.iailab.module.model.mcs.sche.service.StAdjustResultService;
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;
@@ -31,6 +29,7 @@
import org.springframework.stereotype.Component;
import org.springframework.util.CollectionUtils;
+import java.math.BigDecimal;
import java.util.*;
import java.util.stream.Collectors;
@@ -56,13 +55,7 @@
private MmItemResultService mmItemResultService;
@Autowired
- private MmItemResultJsonService mmItemResultJsonService;
-
- @Autowired
- private MmItemTypeService mmItemTypeService;
-
- @Autowired
- private MmItemOutputService mmItemOutputService;
+ private StAdjustResultService stAdjustResultService;
/**
* alter by zfc 2020.11.24 修改数据样本构造方案：sampleInfo中数据已按爪子进行分类，但爪内数据为无序的，
@@ -88,6 +81,16 @@
}
}
+ // 判断要调整的列
+ for (ColumnItemPort itemPort : sampleInfo.getColumnInfo()) {
+
+ for (ColumnItem columnItem : itemPort.getColumnItemList()) {
+
+ }
+ }
+
+
+ int portIdx = 1;
//对每个爪分别进行计算
for (ColumnItemPort entry : sampleInfo.getColumnInfo()) {
double[][] matrix = new double[0][0];
@@ -104,7 +107,7 @@
if (!CollectionUtils.isEmpty(indItemValueList)) {
matrix = new double[entry.getDataLength()][0];
if (indItemValueList.size() > entry.getDataLength()) {
- indItemValueList = indItemValueList.subList(0,entry.getDataLength());
+ indItemValueList = indItemValueList.subList(0, entry.getDataLength());
}
for (int i = 0; i < indItemValueList.size(); i++) {
String stringValue = indItemValueList.get(i).getDataValue().toString();
@@ -112,7 +115,7 @@
matrix[i] = asciiArray;
}
}
- }else {
+ } else {
//先依据爪内数据项的modelParamOrder进行排序——重写comparator匿名函数
Collections.sort(entry.getColumnItemList(), new Comparator<ColumnItem>() {
@Override
@@ -132,29 +135,35 @@
//对每一项依次进行数据查询,然后将查询出的值赋给matrix对应的位置
for (int i = 0; i < entry.getColumnItemList().size(); i++) {
try {
- List<DataValueVO> dataEntityList = getData(entry.getColumnItemList().get(i), pointMap, planMap,indMap);
+ List<DataValueVO> dataEntityList = getData(sampleInfo, entry.getColumnItemList().get(i), pointMap, planMap, indMap);
+
//补全数据
ColumnItem columnItem = entry.getColumnItemList().get(i);
- dataEntityList = super.completionData(matrix.length, dataEntityList, columnItem.startTime, columnItem.endTime, columnItem.getParamType(),columnItem.getGranularity());
+ dataEntityList = super.completionData(matrix.length, dataEntityList, columnItem.startTime, columnItem.endTime, columnItem.getParamType(), columnItem.getGranularity());
/** 如果数据取不满，把缺失的数据点放在后面 */
- if (dataEntityList != null && dataEntityList.size() != 0) {
- logger.info("设置matrix, i = " + i + ", size = " + dataEntityList.size());
- for (int k = 0; k < dataEntityList.size(); k++) {
- Double dataValue = dataEntityList.get(k).getDataValue();
- if (null != dataValue) {
- matrix[k][i] = dataValue;
- }
+ if (CollectionUtils.isEmpty(dataEntityList)) {
+ continue;
+ }
+ logger.info("设置matrix, i = " + i + ", size = " + dataEntityList.size());
+ // 调整值
+ double adjustVal = SampleInfo.getAdjustValueFromDeviation(portIdx, i + 1, sampleInfo.getDeviation());
+ for (int k = 0; k < dataEntityList.size(); k++) {
+ Double dataValue = dataEntityList.get(k).getDataValue();
+ if (null == dataValue) {
+ continue;
}
+ // 用BigDecimal计算，解决double精度问题
+ matrix[k][i] = BigDecimal.valueOf(dataValue).add(BigDecimal.valueOf(adjustVal)).doubleValue();
}
} catch (Exception e) {
e.printStackTrace();
throw e;
}
}
+
+ portIdx++;
}
-
-
SampleData sampleData = new SampleData();
sampleData.setMatrix(matrix);
sampleDataList.add(sampleData);
@@ -165,6 +174,7 @@
/**
* getData
*
+ * @param sampleInfo
* @param columnItem
* @param pointMap
* @param planMap
@@ -172,7 +182,8 @@
* @return
* @throws Exception
*/
- private List<DataValueVO> getData(ColumnItem columnItem, Map<String, ApiPointDTO> pointMap, Map<String, ApiPlanItemDTO> planMap, Map<String, ApiIndItemDTO> indMap) throws Exception {
+ private List<DataValueVO> getData(SampleInfo sampleInfo, ColumnItem columnItem, Map<String, ApiPointDTO> pointMap, Map<String, ApiPlanItemDTO> planMap,
+ Map<String, ApiIndItemDTO> indMap) throws Exception {
List<DataValueVO> dataList = new ArrayList<>();
String paramType = columnItem.getParamType();
switch (ModelParamType.getEumByCode(paramType)) {
@@ -194,12 +205,19 @@
break;
case NORMALITEM:
case MERGEITEM:
- List<DataValueVO> predictValue = mmItemResultService.getPredictValue(columnItem.getParamId(), columnItem.getStartTime(), columnItem.getEndTime());
-
+ List<DataValueVO> predictValue = new ArrayList<>();
+ if (sampleInfo.getIsAdjust()) {
+ // 如果模拟调整先查调整结果
+ predictValue = stAdjustResultService.getPredictValue(columnItem.getParamId(), sampleInfo.getPredictTime());
+ }
+ if (CollectionUtils.isEmpty(predictValue)) {
+ predictValue = mmItemResultService.getPredictValue(columnItem.getParamId(), columnItem.getStartTime(), columnItem.getEndTime());
+ }
if (CollectionUtils.isEmpty(predictValue)) {
break;
}
dataList = predictValue;
+
break;
case PLAN:
ApiDataQueryDTO queryPlanItemDto = new ApiDataQueryDTO();
--
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