src/main/java/com/kamco/cd/training/config/api/ApiResponseDto.java

@@ -164,6 +164,7 @@ public class ApiResponseDto<T> {
     NOT_FOUND_USER_FOR_EMAIL("이메일로 유저를 찾을 수 없습니다."),
     NOT_FOUND_USER("사용자를 찾을 수 없습니다."),
     UNPROCESSABLE_ENTITY("이 데이터는 삭제할 수 없습니다."),
+    UNPROCESSABLE_ENTITY_UPDATE("이 데이터는 수정할 수 없습니다."),
     LOGIN_ID_NOT_FOUND("아이디를 잘못 입력하셨습니다."),
     LOGIN_PASSWORD_MISMATCH("비밀번호를 잘못 입력하셨습니다."),
     LOGIN_PASSWORD_EXCEEDED("비밀번호 오류 횟수를 초과하여 이용하실 수 없습니다.\n로그인 오류에 대해 관리자에게 문의하시기 바랍니다."),

src/main/java/com/kamco/cd/training/hyperparam/HyperParamApiController.java

@@ -65,6 +65,7 @@ public class HyperParamApiController {
                     mediaType = "application/json",
                     schema = @Schema(implementation = String.class))),
         @ApiResponse(responseCode = "400", description = "잘못된 요청", content = @Content),
+        @ApiResponse(responseCode = "422", description = "HPs_0001 수정 불가", content = @Content),
         @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
       })
   @PutMapping("/{uuid}")
@@ -132,7 +133,7 @@ public class HyperParamApiController {
   @ApiResponses(
       value = {
         @ApiResponse(responseCode = "200", description = "삭제 성공", content = @Content),
-        @ApiResponse(responseCode = "409", description = "HPs_0001 삭제 불가", content = @Content),
+        @ApiResponse(responseCode = "422", description = "HPs_0001 삭제 불가", content = @Content),
         @ApiResponse(responseCode = "404", description = "하이퍼파라미터를 찾을 수 없음", content = @Content),
       })
   @DeleteMapping("/{uuid}")

src/main/java/com/kamco/cd/training/model/ModelTrainMngApiController.java

@@ -11,6 +11,7 @@ import io.swagger.v3.oas.annotations.media.Schema;
 import io.swagger.v3.oas.annotations.responses.ApiResponse;
 import io.swagger.v3.oas.annotations.responses.ApiResponses;
 import io.swagger.v3.oas.annotations.tags.Tag;
+import jakarta.validation.Valid;
 import java.util.UUID;
 import lombok.RequiredArgsConstructor;
 import org.springframework.data.domain.Page;
@@ -86,7 +87,7 @@ public class ModelTrainMngApiController {
         @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
       })
   @PostMapping
-  public ApiResponseDto<String> createModelTrain(@RequestBody ModelTrainMngDto.AddReq req) {
+  public ApiResponseDto<String> createModelTrain(@Valid @RequestBody ModelTrainMngDto.AddReq req) {
     modelTrainMngService.createModelTrain(req);
     return ApiResponseDto.ok("ok");
   }

src/main/java/com/kamco/cd/training/model/service/ModelTrainMngService.java

@@ -53,6 +53,7 @@ public class ModelTrainMngService {
     HyperParam hyperParam = req.getHyperParam();
     HyperParamDto.Basic hyper = new HyperParamDto.Basic();
 
+    // 하이파라미터 신규저장
     if (HyperParamSelectType.NEW.getId().equals(req.getHyperParamType())) {
       // 하이퍼파라미터 등록
       hyper = hyperParamCoreService.createHyperParam(hyperParam);

src/main/java/com/kamco/cd/training/postgres/core/HyperParamCoreService.java

@@ -57,6 +57,9 @@ public class HyperParamCoreService {
             .findHyperParamByUuid(uuid)
             .orElseThrow(() -> new CustomApiException("NOT_FOUND_DATA", HttpStatus.NOT_FOUND));
 
+    if (entity.getHyperVer().equals("HPs_0001")) {
+      throw new CustomApiException("UNPROCESSABLE_ENTITY_UPDATE", HttpStatus.UNPROCESSABLE_ENTITY);
+    }
     applyHyperParam(entity, createReq);
 
     // user
@@ -120,7 +123,7 @@ public class HyperParamCoreService {
             .orElseThrow(() -> new CustomApiException("NOT_FOUND_DATA", HttpStatus.NOT_FOUND));
 
     if (entity.getHyperVer().equals("HPs_0001")) {
-      throw new CustomApiException("CONFLICT", HttpStatus.CONFLICT, "HPs_0001 버전은 삭제할수 없습니다.");
+      throw new CustomApiException("UNPROCESSABLE_ENTITY", HttpStatus.UNPROCESSABLE_ENTITY);
     }
 
     entity.setDelYn(true);

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

@@ -1,5 +1,6 @@
 package com.kamco.cd.training.postgres.core;
 
+import com.kamco.cd.training.common.enums.HyperParamSelectType;
 import com.kamco.cd.training.common.enums.ModelType;
 import com.kamco.cd.training.common.enums.TrainStatusType;
 import com.kamco.cd.training.common.exception.BadRequestException;
@@ -71,22 +72,37 @@ public class ModelTrainMngCoreService {
    */
   public Long saveModel(ModelTrainMngDto.AddReq addReq) {
     ModelMasterEntity entity = new ModelMasterEntity();
-    ModelHyperParamEntity hyperParamEntity =
-        hyperParamRepository.findHyperParamByUuid(addReq.getHyperUuid()).orElse(null);
+    ModelHyperParamEntity hyperParamEntity = new ModelHyperParamEntity();
 
-    entity.setModelNo(addReq.getModelNo());
-    entity.setTrainType(addReq.getTrainType());
+    // 최적화 파라미터는 HPs_0001 사용
+    if (HyperParamSelectType.OPTIMIZED.getId().equals(addReq.getHyperParamType())) {
+      hyperParamEntity = hyperParamRepository.findByHyperVer("HPs_0001").orElse(null);
 
-    if (hyperParamEntity != null) {
-      entity.setHyperParamId(hyperParamEntity.getId());
+    } else {
+      hyperParamEntity =
+          hyperParamRepository.findHyperParamByUuid(addReq.getHyperUuid()).orElse(null);
     }
 
+    if (hyperParamEntity == null || hyperParamEntity.getHyperVer() == null) {
+      throw new CustomApiException("NOT_FOUND_DATA", HttpStatus.NOT_FOUND);
+    }
+
+    String modelVer =
+        String.join(
+            ".", addReq.getModelNo(), hyperParamEntity.getHyperVer(), entity.getUuid().toString());
+    entity.setModelVer(modelVer);
+    entity.setHyperParamId(hyperParamEntity.getId());
+    entity.setModelNo(addReq.getModelNo());
+    entity.setTrainType(addReq.getTrainType()); // 일반, 전이
+
     if (addReq.getIsStart()) {
       entity.setModelStep((short) 1);
       entity.setStatusCd(TrainStatusType.IN_PROGRESS.getId());
       entity.setStrtDttm(ZonedDateTime.now());
       entity.setStep1StrtDttm(ZonedDateTime.now());
       entity.setStep1State(TrainStatusType.IN_PROGRESS.getId());
+    } else {
+      entity.setStatusCd(TrainStatusType.READY.getId());
     }
 
     entity.setCreatedUid(userUtil.getId());

src/main/java/com/kamco/cd/training/postgres/entity/ModelMasterEntity.java

@@ -32,8 +32,8 @@ public class ModelMasterEntity {
   @Column(name = "model_no", length = 10)
   private String modelNo;
 
-  @Size(max = 50)
-  @Column(name = "model_ver", length = 50)
+  @Size(max = 200)
+  @Column(name = "model_ver", length = 200)
   private String modelVer;
 
   @Column(name = "model_step")

src/main/java/com/kamco/cd/training/postgres/repository/hyperparam/HyperParamRepository.java

@@ -1,9 +1,12 @@
 package com.kamco.cd.training.postgres.repository.hyperparam;
 
 import com.kamco.cd.training.postgres.entity.ModelHyperParamEntity;
+import java.util.Optional;
 import org.springframework.data.jpa.repository.JpaRepository;
 import org.springframework.stereotype.Repository;
 
 @Repository
 public interface HyperParamRepository
-    extends JpaRepository<ModelHyperParamEntity, Long>, HyperParamRepositoryCustom {}
+    extends JpaRepository<ModelHyperParamEntity, Long>, HyperParamRepositoryCustom {
+  Optional<ModelHyperParamEntity> findByHyperVer(String hyperVer);
+}