From 52725f177acbe4ccf6b1fab059353890c4b55814 Mon Sep 17 00:00:00 2001
From: 潘志宝 <979469083@qq.com>
Date: 星期二, 18 三月 2025 09:13:36 +0800
Subject: [PATCH] 样本构建修改
---
iailab-module-model/iailab-module-model-biz/src/main/java/com/iailab/module/model/mdk/sample/PredictSampleDataConstructor.java | 52 +++++++++++++++++++---------------------------------
1 files changed, 19 insertions(+), 33 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 cfe224f..f5d23e7 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
@@ -89,8 +89,7 @@
}
}
- int deviationIndex = 0;
-
+ int portIdx = 1;
//对每个爪分别进行计算
for (ColumnItemPort entry : sampleInfo.getColumnInfo()) {
double[][] matrix = new double[0][0];
@@ -107,7 +106,7 @@
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();
@@ -115,7 +114,7 @@
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
@@ -132,49 +131,37 @@
}
}
- //找出对应的调整值
- double[] deviationItem = null;
- if (sampleInfo.getDeviation() != null && sampleInfo.getDeviation().length > 0) {
- deviationItem = sampleInfo.getDeviation()[deviationIndex];
- }
- deviationIndex ++;
-
//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);
-
- //设置调整值
- if (deviationItem != null && deviationItem.length > 0) {
- logger.info("设置调整值, i = " + i);
- if (deviationItem[i] <= 0) {
- continue;
- }
- for(int dataKey = 1; dataKey < dataEntityList.size(); dataKey ++) {
- DataValueVO item = dataEntityList.get(dataKey);
- item.setDataValue(item.getDataValue() + deviationItem[i]);
- }
- }
+ List<DataValueVO> dataEntityList = getData(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);
@@ -216,7 +203,6 @@
case NORMALITEM:
case MERGEITEM:
List<DataValueVO> predictValue = mmItemResultService.getPredictValue(columnItem.getParamId(), columnItem.getStartTime(), columnItem.getEndTime());
-
if (CollectionUtils.isEmpty(predictValue)) {
break;
}
--
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