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Merge remote-tracking branch 'origin/develop' into feat/training_260202

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# Conflicts:
#	src/main/resources/application-prod.yml
This commit is contained in:
Gina(박가연)
2026-02-12 21:15:21 +09:00
parent 4d9c9a86b4 83204abfe9
commit 6204a6e5fa
14 changed files with 285 additions and 116 deletions
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185
src/main/java/com/kamco/cd/training/postgres/core/HyperParamCoreService.java
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@@ -1,10 +1,12 @@
package com.kamco.cd.training.postgres.core;
import com.kamco.cd.training.common.dto.HyperParam;
import com.kamco.cd.training.common.enums.ModelType;
import com.kamco.cd.training.common.exception.CustomApiException;
import com.kamco.cd.training.common.utils.UserUtil;
import com.kamco.cd.training.hyperparam.dto.HyperParamDto;
import com.kamco.cd.training.hyperparam.dto.HyperParamDto.Basic;
import com.kamco.cd.training.hyperparam.dto.HyperParamDto.SearchReq;
import com.kamco.cd.training.postgres.entity.ModelHyperParamEntity;
import com.kamco.cd.training.postgres.repository.hyperparam.HyperParamRepository;
import java.time.ZonedDateTime;
@@ -17,6 +19,7 @@ import org.springframework.stereotype.Service;
@Service
@RequiredArgsConstructor
public class HyperParamCoreService {
private final HyperParamRepository hyperParamRepository;
private final UserUtil userUtil;
@@ -27,7 +30,7 @@ public class HyperParamCoreService {
* @return 등록된 버전명
*/
public Basic createHyperParam(HyperParam createReq) {
String firstVersion = getFirstHyperParamVersion();
String firstVersion = getFirstHyperParamVersion(createReq.getModel());
ModelHyperParamEntity entity = new ModelHyperParamEntity();
entity.setHyperVer(firstVersion);
@@ -57,7 +60,7 @@ public class HyperParamCoreService {
.findHyperParamByUuid(uuid)
.orElseThrow(() -> new CustomApiException("NOT_FOUND_DATA", HttpStatus.NOT_FOUND));
if (entity.getHyperVer().equals("HPs_0001")) {
if (entity.getIsDefault()) {
throw new CustomApiException("UNPROCESSABLE_ENTITY_UPDATE", HttpStatus.UNPROCESSABLE_ENTITY);
}
applyHyperParam(entity, createReq);
@@ -69,11 +72,112 @@ public class HyperParamCoreService {
return entity.getHyperVer();
}
/**
* 하이퍼파라미터 삭제
*
* @param uuid
*/
public void deleteHyperParam(UUID uuid) {
ModelHyperParamEntity entity =
hyperParamRepository
.findHyperParamByUuid(uuid)
.orElseThrow(() -> new CustomApiException("NOT_FOUND_DATA", HttpStatus.NOT_FOUND));
// if (entity.getHyperVer().equals("HPs_0001")) {
// throw new CustomApiException("UNPROCESSABLE_ENTITY", HttpStatus.UNPROCESSABLE_ENTITY);
// }
// 디폴트면 삭제불가
if (entity.getIsDefault()) {
throw new CustomApiException("UNPROCESSABLE_ENTITY", HttpStatus.UNPROCESSABLE_ENTITY);
}
entity.setDelYn(true);
entity.setUpdatedUid(userUtil.getId());
entity.setUpdatedDttm(ZonedDateTime.now());
}
/**
* 하이퍼파라미터 최적화 설정값 조회
*
* @return
*/
public HyperParamDto.Basic getInitHyperParam(ModelType model) {
ModelHyperParamEntity entity =
hyperParamRepository.getHyperparamByType(model).stream()
.filter(e -> e.getIsDefault() == Boolean.TRUE)
.findFirst()
.orElseThrow(() -> new CustomApiException("NOT_FOUND_DATA", HttpStatus.NOT_FOUND));
return entity.toDto();
}
/**
* 하이퍼파라미터 상세 조회
*
* @return
*/
public HyperParamDto.Basic getHyperParam(UUID uuid) {
ModelHyperParamEntity entity =
hyperParamRepository
.findHyperParamByUuid(uuid)
.orElseThrow(() -> new CustomApiException("NOT_FOUND_DATA", HttpStatus.NOT_FOUND));
return entity.toDto();
}
/**
* 하이퍼파라미터 목록 조회
*
* @param model
* @param req
* @return
*/
public Page<HyperParamDto.List> findByHyperVerList(ModelType model, SearchReq req) {
return hyperParamRepository.findByHyperVerList(model, req);
}
/**
* 하이퍼파라미터 버전 조회
*
* @param model 모델 타입
* @return ver
*/
public String getFirstHyperParamVersion(ModelType model) {
return hyperParamRepository
.findHyperParamVerByModelType(model)
.map(ModelHyperParamEntity::getHyperVer)
.map(ver -> increase(ver, model))
.orElse(model.name() + "_000001");
}
/**
* 하이퍼 파라미터의 버전을 증가시킨다.
*
* @param hyperVer 현재 버전
* @param modelType 모델 타입
* @return 증가된 버전
*/
private String increase(String hyperVer, ModelType modelType) {
String prefix = modelType.name() + "_";
int num = Integer.parseInt(hyperVer.substring(prefix.length()));
return prefix + String.format("%06d", num + 1);
}
private void applyHyperParam(ModelHyperParamEntity entity, HyperParam src) {
ModelType model = src.getModel();
// 하드코딩 모델별로 다른경우 250212 bbn 하드코딩
if (model == ModelType.G3) {
entity.setCropSize("512,512");
} else {
entity.setCropSize("256,256");
}
// entity.setCropSize(src.getCropSize());
// Important
entity.setModelType(model); // 20250212 modeltype추가
entity.setBackbone(src.getBackbone());
entity.setInputSize(src.getInputSize());
entity.setCropSize(src.getCropSize());
entity.setBatchSize(src.getBatchSize());
// Data
@@ -110,79 +214,4 @@ public class HyperParamCoreService {
// memo
entity.setMemo(src.getMemo());
}
/**
* 하이퍼파라미터 삭제
*
* @param uuid
*/
public void deleteHyperParam(UUID uuid) {
ModelHyperParamEntity entity =
hyperParamRepository
.findHyperParamByUuid(uuid)
.orElseThrow(() -> new CustomApiException("NOT_FOUND_DATA", HttpStatus.NOT_FOUND));
if (entity.getHyperVer().equals("HPs_0001")) {
throw new CustomApiException("UNPROCESSABLE_ENTITY", HttpStatus.UNPROCESSABLE_ENTITY);
}
entity.setDelYn(true);
entity.setUpdatedUid(userUtil.getId());
entity.setUpdatedDttm(ZonedDateTime.now());
}
/**
* 하이퍼파라미터 최적화 설정값 조회
*
* @return
*/
public HyperParamDto.Basic getInitHyperParam() {
ModelHyperParamEntity entity =
hyperParamRepository
.findHyperParamByHyperVer("HPs_0001")
.orElseThrow(() -> new CustomApiException("NOT_FOUND_DATA", HttpStatus.NOT_FOUND));
return entity.toDto();
}
/**
* 하이퍼파라미터 상세 조회
*
* @return
*/
public HyperParamDto.Basic getHyperParam(UUID uuid) {
ModelHyperParamEntity entity =
hyperParamRepository
.findHyperParamByUuid(uuid)
.orElseThrow(() -> new CustomApiException("NOT_FOUND_DATA", HttpStatus.NOT_FOUND));
return entity.toDto();
}
/**
* 하이퍼파라미터 목록 조회
*
* @param req
* @return
*/
public Page<HyperParamDto.List> findByHyperVerList(HyperParamDto.SearchReq req) {
return hyperParamRepository.findByHyperVerList(req);
}
/**
* 하이퍼파라미터 버전 조회
*
* @return ver
*/
public String getFirstHyperParamVersion() {
return hyperParamRepository
.findHyperParamVer()
.map(ModelHyperParamEntity::getHyperVer)
.map(this::increase)
.orElse("HPs_0001");
}
private String increase(String hyperVer) {
String prefix = "HPs_";
int num = Integer.parseInt(hyperVer.substring(prefix.length()));
return prefix + String.format("%04d", num + 1);
}
}

10
src/main/java/com/kamco/cd/training/postgres/core/ModelTrainMngCoreService.java
View File

@@ -83,9 +83,15 @@ public class ModelTrainMngCoreService {
ModelMasterEntity entity = new ModelMasterEntity();
ModelHyperParamEntity hyperParamEntity = new ModelHyperParamEntity();
// 최적화 파라미터는 HPs_0001 사용
// 최적화 파라미터는 모델 type의 디폴트사용
if (HyperParamSelectType.OPTIMIZED.getId().equals(addReq.getHyperParamType())) {
hyperParamEntity = hyperParamRepository.findByHyperVer("HPs_0001").orElse(null);
ModelType modelType = ModelType.getValueData(addReq.getModelNo());
hyperParamEntity =
hyperParamRepository.getHyperparamByType(modelType).stream()
.filter(e -> e.getIsDefault() == Boolean.TRUE)
.findFirst()
.orElse(null);
// hyperParamEntity = hyperParamRepository.findByHyperVer("HPs_0001").orElse(null);
} else {
hyperParamEntity =

12
src/main/java/com/kamco/cd/training/postgres/entity/ModelHyperParamEntity.java
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@@ -1,5 +1,6 @@
package com.kamco.cd.training.postgres.entity;
import com.kamco.cd.training.common.enums.ModelType;
import com.kamco.cd.training.hyperparam.dto.HyperParamDto;
import jakarta.persistence.*;
import jakarta.validation.constraints.NotNull;
@@ -311,8 +312,16 @@ public class ModelHyperParamEntity {
@Column(name = "m3_use_cnt")
private Long m3UseCnt = 0L;
@Column(name = "model_type")
@Enumerated(EnumType.STRING)
private ModelType modelType;
@Column(name = "default_param")
private Boolean isDefault = false;
public HyperParamDto.Basic toDto() {
return new HyperParamDto.Basic(
this.modelType,
this.uuid,
this.hyperVer,
this.createdDttm,
@@ -385,6 +394,7 @@ public class ModelHyperParamEntity {
// -------------------------
this.gpuCnt,
this.gpuIds,
this.masterPort);
this.masterPort,
this.isDefault);
}
}

16
src/main/java/com/kamco/cd/training/postgres/repository/hyperparam/HyperParamRepositoryCustom.java
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@@ -1,7 +1,10 @@
package com.kamco.cd.training.postgres.repository.hyperparam;
import com.kamco.cd.training.common.enums.ModelType;
import com.kamco.cd.training.hyperparam.dto.HyperParamDto;
import com.kamco.cd.training.hyperparam.dto.HyperParamDto.SearchReq;
import com.kamco.cd.training.postgres.entity.ModelHyperParamEntity;
import java.util.List;
import java.util.Optional;
import java.util.UUID;
import org.springframework.data.domain.Page;
@@ -13,11 +16,22 @@ public interface HyperParamRepositoryCustom {
*
* @return
*/
@Deprecated
Optional<ModelHyperParamEntity> findHyperParamVer();
/**
* 모델 타입별 마지막 버전 조회
*
* @param modelType 모델 타입
* @return
*/
Optional<ModelHyperParamEntity> findHyperParamVerByModelType(ModelType modelType);
Optional<ModelHyperParamEntity> findHyperParamByHyperVer(String hyperVer);
Optional<ModelHyperParamEntity> findHyperParamByUuid(UUID uuid);
Page<HyperParamDto.List> findByHyperVerList(HyperParamDto.SearchReq req);
Page<HyperParamDto.List> findByHyperVerList(ModelType model, SearchReq req);
List<ModelHyperParamEntity> getHyperparamByType(ModelType modelType);
}

39
src/main/java/com/kamco/cd/training/postgres/repository/hyperparam/HyperParamRepositoryImpl.java
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@@ -2,8 +2,10 @@ package com.kamco.cd.training.postgres.repository.hyperparam;
import static com.kamco.cd.training.postgres.entity.QModelHyperParamEntity.modelHyperParamEntity;
import com.kamco.cd.training.common.enums.ModelType;
import com.kamco.cd.training.hyperparam.dto.HyperParamDto;
import com.kamco.cd.training.hyperparam.dto.HyperParamDto.HyperType;
import com.kamco.cd.training.hyperparam.dto.HyperParamDto.SearchReq;
import com.kamco.cd.training.postgres.entity.ModelHyperParamEntity;
import com.querydsl.core.BooleanBuilder;
import com.querydsl.core.types.Projections;
@@ -41,6 +43,23 @@ public class HyperParamRepositoryImpl implements HyperParamRepositoryCustom {
.fetchOne());
}
@Override
public Optional<ModelHyperParamEntity> findHyperParamVerByModelType(ModelType modelType) {
return Optional.ofNullable(
queryFactory
.select(modelHyperParamEntity)
.from(modelHyperParamEntity)
.where(
modelHyperParamEntity
.delYn
.isFalse()
.and(modelHyperParamEntity.modelType.eq(modelType)))
.orderBy(modelHyperParamEntity.hyperVer.desc())
.limit(1)
.fetchOne());
}
@Override
public Optional<ModelHyperParamEntity> findHyperParamByHyperVer(String hyperVer) {
@@ -68,10 +87,13 @@ public class HyperParamRepositoryImpl implements HyperParamRepositoryCustom {
}
@Override
public Page<HyperParamDto.List> findByHyperVerList(HyperParamDto.SearchReq req) {
public Page<HyperParamDto.List> findByHyperVerList(ModelType model, SearchReq req) {
Pageable pageable = req.toPageable();
BooleanBuilder builder = new BooleanBuilder();
if (model != null) {
builder.and(modelHyperParamEntity.modelType.eq(model));
}
builder.and(modelHyperParamEntity.delYn.isFalse());
if (req.getHyperVer() != null && !req.getHyperVer().isEmpty()) {
@@ -109,9 +131,11 @@ public class HyperParamRepositoryImpl implements HyperParamRepositoryCustom {
Projections.constructor(
HyperParamDto.List.class,
modelHyperParamEntity.uuid,
modelHyperParamEntity.modelType.as("model"),
modelHyperParamEntity.hyperVer,
modelHyperParamEntity.createdDttm,
modelHyperParamEntity.lastUsedDttm,
modelHyperParamEntity.memo,
modelHyperParamEntity.m1UseCnt,
modelHyperParamEntity.m2UseCnt,
modelHyperParamEntity.m3UseCnt,
@@ -161,4 +185,17 @@ public class HyperParamRepositoryImpl implements HyperParamRepositoryCustom {
return new PageImpl<>(content, pageable, totalCount);
}
@Override
public List<ModelHyperParamEntity> getHyperparamByType(ModelType modelType) {
return queryFactory
.select(modelHyperParamEntity)
.from(modelHyperParamEntity)
.where(
modelHyperParamEntity
.delYn
.isFalse()
.and(modelHyperParamEntity.modelType.eq(modelType)))
.fetch();
}
}