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算法优化

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2025-07-07 11:04:16 +08:00
parent f6e69e13bd
commit 327901ef10
2 changed files with 47 additions and 34 deletions
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78
algorithm/algorithm-boot/src/main/java/com/njcn/algorithm/serviceimpl/line/DataCleanServiceImpl.java
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@@ -310,7 +310,8 @@ public class DataCleanServiceImpl implements IDataCleanService {
lineParam.setStartTime(TimeUtils.getBeginOfDay(calculatedParam.getDataDate()));
lineParam.setEndTime(TimeUtils.getEndOfDay(calculatedParam.getDataDate()));
lineDetail.forEach(item->{
List<Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>>> resultData = new ArrayList<>();
List<Map<String,Object>> resultData = new ArrayList<>();
PqDataVerifyBak bak = new PqDataVerifyBak();
bak.setLineId(item.getLineId());
@@ -345,7 +346,9 @@ public class DataCleanServiceImpl implements IDataCleanService {
result.addAll(pqDataVerifies);
});
if (CollUtil.isNotEmpty(result)) {
Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> dtoMap = handleDataV(result,bak,item.getTimeInterval());
Map<String,Object> dtoMap = handleDataV(result,bak,item.getTimeInterval());
Set<String> timeSet = new HashSet<>(result.stream().map(dt -> dt.getTime().format(DateTimeFormatter.ofPattern(DatePattern.NORM_TIME_PATTERN))).collect(Collectors.toSet()));
dtoMap.put("errorTimes",timeSet.size() * item.getTimeInterval());
if (CollUtil.isNotEmpty(dtoMap)) {
resultData.add(dtoMap);
}
@@ -362,7 +365,9 @@ public class DataCleanServiceImpl implements IDataCleanService {
result.addAll(pqDataVerifies);
});
if (CollUtil.isNotEmpty(result)) {
Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> dtoMap = handleDataI(result,bak,item.getTimeInterval());
Map<String,Object> dtoMap = handleDataI(result,bak,item.getTimeInterval());
Set<String> timeSet = new HashSet<>(result.stream().map(dt -> dt.getTime().format(DateTimeFormatter.ofPattern(DatePattern.NORM_TIME_PATTERN))).collect(Collectors.toSet()));
dtoMap.put("errorTimes",timeSet.size() * item.getTimeInterval());
if (CollUtil.isNotEmpty(dtoMap)) {
resultData.add(dtoMap);
}
@@ -379,7 +384,9 @@ public class DataCleanServiceImpl implements IDataCleanService {
result.addAll(pqDataVerifies);
});
if (CollUtil.isNotEmpty(result)) {
Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> dtoMap = handleDataPlt(result,bak,item.getTimeInterval());
Map<String,Object> dtoMap = handleDataPlt(result,bak,item.getTimeInterval());
Set<String> timeSet = new HashSet<>(result.stream().map(dt -> dt.getTime().format(DateTimeFormatter.ofPattern(DatePattern.NORM_TIME_PATTERN))).collect(Collectors.toSet()));
dtoMap.put("errorTimes",timeSet.size() * item.getTimeInterval());
if (CollUtil.isNotEmpty(dtoMap)) {
resultData.add(dtoMap);
}
@@ -396,7 +403,9 @@ public class DataCleanServiceImpl implements IDataCleanService {
result.addAll(pqDataVerifies);
});
if (CollUtil.isNotEmpty(result)) {
Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> dtoMap = handleInHarmV(result,bak,item.getTimeInterval());
Map<String,Object> dtoMap = handleInHarmV(result,bak,item.getTimeInterval());
Set<String> timeSet = new HashSet<>(result.stream().map(dt -> dt.getTime().format(DateTimeFormatter.ofPattern(DatePattern.NORM_TIME_PATTERN))).collect(Collectors.toSet()));
dtoMap.put("errorTimes",timeSet.size() * item.getTimeInterval());
if (CollUtil.isNotEmpty(dtoMap)) {
resultData.add(dtoMap);
}
@@ -413,7 +422,9 @@ public class DataCleanServiceImpl implements IDataCleanService {
result.addAll(pqDataVerifies);
});
if (CollUtil.isNotEmpty(result)) {
Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> dtoMap = handleHarmRateV(result,bak,item.getTimeInterval());
Map<String,Object> dtoMap = handleHarmRateV(result,bak,item.getTimeInterval());
Set<String> timeSet = new HashSet<>(result.stream().map(dt -> dt.getTime().format(DateTimeFormatter.ofPattern(DatePattern.NORM_TIME_PATTERN))).collect(Collectors.toSet()));
dtoMap.put("errorTimes",timeSet.size() * item.getTimeInterval());
if (CollUtil.isNotEmpty(dtoMap)) {
resultData.add(dtoMap);
}
@@ -430,7 +441,9 @@ public class DataCleanServiceImpl implements IDataCleanService {
result.addAll(pqDataVerifies);
});
if (CollUtil.isNotEmpty(result)) {
Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> dtoMap = handleHarmPowerP(result,bak,item.getTimeInterval());
Map<String,Object> dtoMap = handleHarmPowerP(result,bak,item.getTimeInterval());
Set<String> timeSet = new HashSet<>(result.stream().map(dt -> dt.getTime().format(DateTimeFormatter.ofPattern(DatePattern.NORM_TIME_PATTERN))).collect(Collectors.toSet()));
dtoMap.put("errorTimes",timeSet.size() * item.getTimeInterval());
if (CollUtil.isNotEmpty(dtoMap)) {
resultData.add(dtoMap);
}
@@ -447,7 +460,9 @@ public class DataCleanServiceImpl implements IDataCleanService {
result.addAll(pqDataVerifies);
});
if (CollUtil.isNotEmpty(result)) {
Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> dtoMap = handleHarmPhasicV(result,bak,item.getTimeInterval());
Map<String,Object> dtoMap = handleHarmPhasicV(result,bak,item.getTimeInterval());
Set<String> timeSet = new HashSet<>(result.stream().map(dt -> dt.getTime().format(DateTimeFormatter.ofPattern(DatePattern.NORM_TIME_PATTERN))).collect(Collectors.toSet()));
dtoMap.put("errorTimes",timeSet.size() * item.getTimeInterval());
if (CollUtil.isNotEmpty(dtoMap)) {
resultData.add(dtoMap);
}
@@ -464,7 +479,9 @@ public class DataCleanServiceImpl implements IDataCleanService {
result.addAll(pqDataVerifies);
});
if (CollUtil.isNotEmpty(result)) {
Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> dtoMap = handleDataFluc(result,bak,item.getTimeInterval());
Map<String,Object> dtoMap = handleDataFluc(result,bak,item.getTimeInterval());
Set<String> timeSet = new HashSet<>(result.stream().map(dt -> dt.getTime().format(DateTimeFormatter.ofPattern(DatePattern.NORM_TIME_PATTERN))).collect(Collectors.toSet()));
dtoMap.put("errorTimes",timeSet.size() * item.getTimeInterval());
if (CollUtil.isNotEmpty(dtoMap)) {
resultData.add(dtoMap);
}
@@ -481,16 +498,15 @@ public class DataCleanServiceImpl implements IDataCleanService {
result.addAll(pqDataVerifies);
});
if (CollUtil.isNotEmpty(result)) {
Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> dtoMap = handleDataFlicker(result,bak,item.getTimeInterval());
Map<String,Object> dtoMap = handleDataFlicker(result,bak,item.getTimeInterval());
Set<String> timeSet = new HashSet<>(result.stream().map(dt -> dt.getTime().format(DateTimeFormatter.ofPattern(DatePattern.NORM_TIME_PATTERN))).collect(Collectors.toSet()));
dtoMap.put("errorTimes",timeSet.size() * item.getTimeInterval());
if (CollUtil.isNotEmpty(dtoMap)) {
resultData.add(dtoMap);
}
}
}
if (CollUtil.isNotEmpty(resultData)) {
bak.setState(1);
//存储文件
InputStream reportStream = IoUtil.toStream(new Gson().toJson(resultData), CharsetUtil.UTF_8);
@@ -506,8 +522,8 @@ public class DataCleanServiceImpl implements IDataCleanService {
System.gc();
}
public Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> handleDataV(List<PqDataVerify> result, PqDataVerifyBak bak,Integer timeInterval) {
Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> map = new HashMap<>();
public Map<String,Object> handleDataV(List<PqDataVerify> result, PqDataVerifyBak bak,Integer timeInterval) {
Map<String,Object> map = new HashMap<>();
Map<String,List<PqDataVerify>> codeMap = result.stream().collect(Collectors.groupingBy(PqDataVerify::getIndexCode));
//频率
List<DataCleanJsonDTO.DataHarmCleanJsonDTO> list1 = handleData(codeMap.get(DataCleanEnum.Freq.getCode()),timeInterval);
@@ -584,8 +600,8 @@ public class DataCleanServiceImpl implements IDataCleanService {
return map;
}
public Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> handleDataI(List<PqDataVerify> result, PqDataVerifyBak bak,Integer timeInterval) {
Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> map = new HashMap<>();
public Map<String,Object> handleDataI(List<PqDataVerify> result, PqDataVerifyBak bak,Integer timeInterval) {
Map<String,Object> map = new HashMap<>();
Map<String,List<PqDataVerify>> codeMap = result.stream().collect(Collectors.groupingBy(PqDataVerify::getIndexCode));
//电流有效值
List<DataCleanJsonDTO.DataHarmCleanJsonDTO> list = handleData(codeMap.get(DataCleanEnum.RmsI.getCode()),timeInterval);
@@ -596,8 +612,8 @@ public class DataCleanServiceImpl implements IDataCleanService {
return map;
}
public Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> handleDataPlt(List<PqDataVerify> result, PqDataVerifyBak bak, Integer timeInterval) {
Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> map = new HashMap<>();
public Map<String,Object> handleDataPlt(List<PqDataVerify> result, PqDataVerifyBak bak, Integer timeInterval) {
Map<String,Object> map = new HashMap<>();
Map<String,List<PqDataVerify>> codeMap = result.stream().collect(Collectors.groupingBy(PqDataVerify::getIndexCode));
//长时闪变
List<DataCleanJsonDTO.DataHarmCleanJsonDTO> list = handleData(codeMap.get(DataCleanEnum.Plt.getCode()), timeInterval);
@@ -608,8 +624,8 @@ public class DataCleanServiceImpl implements IDataCleanService {
return map;
}
public Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> handleInHarmV(List<PqDataVerify> result, PqDataVerifyBak bak, Integer timeInterval) {
Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> map = new HashMap<>();
public Map<String,Object> handleInHarmV(List<PqDataVerify> result, PqDataVerifyBak bak, Integer timeInterval) {
Map<String,Object> map = new HashMap<>();
Map<String,List<PqDataVerify>> codeMap = result.stream().collect(Collectors.groupingBy(PqDataVerify::getIndexCode));
//间谐波电压含有率
List<DataCleanJsonDTO.DataHarmCleanJsonDTO> list = handleHarmData(codeMap.get(DataCleanEnum.V_InHarm.getCode()),timeInterval);
@@ -620,8 +636,8 @@ public class DataCleanServiceImpl implements IDataCleanService {
return map;
}
public Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> handleHarmRateV(List<PqDataVerify> result, PqDataVerifyBak bak, Integer timeInterval) {
Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> map = new HashMap<>();
public Map<String,Object> handleHarmRateV(List<PqDataVerify> result, PqDataVerifyBak bak, Integer timeInterval) {
Map<String,Object> map = new HashMap<>();
Map<String,List<PqDataVerify>> codeMap = result.stream().collect(Collectors.groupingBy(PqDataVerify::getIndexCode));
//谐波电压含有率
List<DataCleanJsonDTO.DataHarmCleanJsonDTO> list = handleHarmData(codeMap.get(DataCleanEnum.V_Rate.getCode()),timeInterval);
@@ -632,8 +648,8 @@ public class DataCleanServiceImpl implements IDataCleanService {
return map;
}
public Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> handleHarmPowerP(List<PqDataVerify> result, PqDataVerifyBak bak, Integer timeInterval) {
Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> map = new HashMap<>();
public Map<String,Object> handleHarmPowerP(List<PqDataVerify> result, PqDataVerifyBak bak, Integer timeInterval) {
Map<String,Object> map = new HashMap<>();
Map<String,List<PqDataVerify>> codeMap = result.stream().collect(Collectors.groupingBy(PqDataVerify::getIndexCode));
//功率因素
List<DataCleanJsonDTO.DataHarmCleanJsonDTO> list = handleData(codeMap.get(DataCleanEnum.Pf.getCode()),timeInterval);
@@ -644,8 +660,8 @@ public class DataCleanServiceImpl implements IDataCleanService {
return map;
}
public Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> handleHarmPhasicV(List<PqDataVerify> result, PqDataVerifyBak bak, Integer timeInterval) {
Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> map = new HashMap<>();
public Map<String,Object> handleHarmPhasicV(List<PqDataVerify> result, PqDataVerifyBak bak, Integer timeInterval) {
Map<String,Object> map = new HashMap<>();
Map<String,List<PqDataVerify>> codeMap = result.stream().collect(Collectors.groupingBy(PqDataVerify::getIndexCode));
//谐波电压相角
List<DataCleanJsonDTO.DataHarmCleanJsonDTO> list = handleHarmData(codeMap.get(DataCleanEnum.V.getCode()),timeInterval);
@@ -662,8 +678,8 @@ public class DataCleanServiceImpl implements IDataCleanService {
return map;
}
public Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> handleDataFluc(List<PqDataVerify> result, PqDataVerifyBak bak, Integer timeInterval) {
Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> map = new HashMap<>();
public Map<String,Object> handleDataFluc(List<PqDataVerify> result, PqDataVerifyBak bak, Integer timeInterval) {
Map<String,Object> map = new HashMap<>();
Map<String,List<PqDataVerify>> codeMap = result.stream().collect(Collectors.groupingBy(PqDataVerify::getIndexCode));
//电压波动
List<DataCleanJsonDTO.DataHarmCleanJsonDTO> list = handleData(codeMap.get(DataCleanEnum.Fluc.getCode()),timeInterval);
@@ -674,8 +690,8 @@ public class DataCleanServiceImpl implements IDataCleanService {
return map;
}
public Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> handleDataFlicker(List<PqDataVerify> result, PqDataVerifyBak bak,Integer timeInterval) {
Map<String,List<DataCleanJsonDTO.DataHarmCleanJsonDTO>> map = new HashMap<>();
public Map<String,Object> handleDataFlicker(List<PqDataVerify> result, PqDataVerifyBak bak,Integer timeInterval) {
Map<String,Object> map = new HashMap<>();
Map<String,List<PqDataVerify>> codeMap = result.stream().collect(Collectors.groupingBy(PqDataVerify::getIndexCode));
//短时闪变
List<DataCleanJsonDTO.DataHarmCleanJsonDTO> list = handleData(codeMap.get(DataCleanEnum.Pst.getCode()),timeInterval);