src/main/java/com/kamco/cd/kamcoback/inference/InferenceResultApiController.java

@@ -195,7 +195,7 @@ public class InferenceResultApiController {
           LocalDate endDttm,
       @Parameter(description = "키워드 (모델버전)", example = "M1.H1.E28") @RequestParam(required = false)
           String searchVal,
-      @Parameter(description = "타입", example = "M1") @RequestParam(required = false)
+      @Parameter(description = "타입", example = "G1") @RequestParam(required = false)
           String modelType,
       @RequestParam(defaultValue = "0") int page,
       @RequestParam(defaultValue = "20") int size) {

src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceResultDto.java

@@ -246,15 +246,15 @@ public class InferenceResultDto {
     @NotBlank
     private String title;
 
-    @Schema(description = "M1", example = "b40e0f68-c1d8-49fc-93f9-a36270093861")
+    @Schema(description = "G1", example = "b40e0f68-c1d8-49fc-93f9-a36270093861")
     @NotNull
     private UUID model1Uuid;
 
-    @Schema(description = "M2", example = "ec92b7d2-b5a3-4915-9bdf-35fb3ca8ad27")
+    @Schema(description = "G2", example = "ec92b7d2-b5a3-4915-9bdf-35fb3ca8ad27")
     @NotNull
     private UUID model2Uuid;
 
-    @Schema(description = "M3", example = "37f45782-8ccf-4cf6-911c-a055a1510d39")
+    @Schema(description = "G3", example = "37f45782-8ccf-4cf6-911c-a055a1510d39")
     @NotNull
     private UUID model3Uuid;
 
@@ -297,6 +297,30 @@ public class InferenceResultDto {
   @Schema(name = "InferenceStatusDetailDto", description = "추론(변화탐지) 진행상태")
   public static class InferenceStatusDetailDto {
 
+    @Schema(description = "모델1 사용시간 시작일시")
+    @JsonFormatDttm
+    ZonedDateTime m1ModelStartDttm;
+
+    @Schema(description = "모델2 사용시간 시작일시")
+    @JsonFormatDttm
+    ZonedDateTime m2ModelStartDttm;
+
+    @Schema(description = "모델3 사용시간 시작일시")
+    @JsonFormatDttm
+    ZonedDateTime m3ModelStartDttm;
+
+    @Schema(description = "모델1 사용시간 종료일시")
+    @JsonFormatDttm
+    ZonedDateTime m1ModelEndDttm;
+
+    @Schema(description = "모델2 사용시간 종료일시")
+    @JsonFormatDttm
+    ZonedDateTime m2ModelEndDttm;
+
+    @Schema(description = "모델3 사용시간 종료일시")
+    @JsonFormatDttm
+    ZonedDateTime m3ModelEndDttm;
+
     @Schema(description = "탐지대상 도엽수")
     private Long detectingCnt;
 
@@ -336,30 +360,6 @@ public class InferenceResultDto {
     @Schema(description = "모델3 분석 실패")
     private Integer m3FailedJobs;
 
-    @Schema(description = "모델1 사용시간 시작일시")
-    @JsonFormatDttm
-    ZonedDateTime m1ModelStartDttm;
-
-    @Schema(description = "모델2 사용시간 시작일시")
-    @JsonFormatDttm
-    ZonedDateTime m2ModelStartDttm;
-
-    @Schema(description = "모델3 사용시간 시작일시")
-    @JsonFormatDttm
-    ZonedDateTime m3ModelStartDttm;
-
-    @Schema(description = "모델1 사용시간 종료일시")
-    @JsonFormatDttm
-    ZonedDateTime m1ModelEndDttm;
-
-    @Schema(description = "모델2 사용시간 종료일시")
-    @JsonFormatDttm
-    ZonedDateTime m2ModelEndDttm;
-
-    @Schema(description = "모델3 사용시간 종료일시")
-    @JsonFormatDttm
-    ZonedDateTime m3ModelEndDttm;
-
     @Schema(description = "변화탐지 제목")
     private String title;
 
@@ -496,19 +496,19 @@ public class InferenceResultDto {
       return MapSheetScope.getDescByCode(this.mapSheetScope);
     }
 
-    @Schema(description = "M1 사용시간")
+    @Schema(description = "G1 사용시간")
     @JsonProperty("m1ElapsedTim")
     public String getM1ElapsedTime() {
       return formatElapsedTime(this.m1ModelStartDttm, this.m1ModelEndDttm);
     }
 
-    @Schema(description = "M2 사용시간")
+    @Schema(description = "G2 사용시간")
     @JsonProperty("m2ElapsedTim")
     public String getM2ElapsedTime() {
       return formatElapsedTime(this.m2ModelStartDttm, this.m2ModelEndDttm);
     }
 
-    @Schema(description = "M3 사용시간")
+    @Schema(description = "G3 사용시간")
     @JsonProperty("m3ElapsedTim")
     public String getM3ElapsedTime() {
       return formatElapsedTime(this.m3ModelStartDttm, this.m3ModelEndDttm);

src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultService.java

@@ -248,7 +248,7 @@ public class InferenceResultService {
     saveInferenceAiDto.setUuid(uuid);
     saveInferenceAiDto.setBatchId(batchId);
     saveInferenceAiDto.setStatus(Status.IN_PROGRESS.getId());
-    saveInferenceAiDto.setType("M1");
+    saveInferenceAiDto.setType("G1");
     saveInferenceAiDto.setInferStartDttm(ZonedDateTime.now());
     saveInferenceAiDto.setModelComparePath(modelComparePath.getFilePath());
     saveInferenceAiDto.setModelTargetPath(modelTargetPath.getFilePath());
@@ -414,9 +414,9 @@ public class InferenceResultService {
 
     String modelType = "";
 
-    if (modelInfo.getModelType().equals(ModelType.M1.getId())) {
+    if (modelInfo.getModelType().equals(ModelType.G1.getId())) {
       modelType = "G1";
-    } else if (modelInfo.getModelType().equals(ModelType.M2.getId())) {
+    } else if (modelInfo.getModelType().equals(ModelType.G2.getId())) {
       modelType = "G2";
     } else {
       modelType = "G3";

src/main/java/com/kamco/cd/kamcoback/model/dto/ModelMngDto.java

@@ -21,9 +21,9 @@ public class ModelMngDto {
   @Getter
   @AllArgsConstructor
   public enum ModelType implements EnumType {
-    M1("M1"),
+    G1("G1"),
-    M2("M2"),
+    G2("G2"),
-    M3("M3");
+    G3("G3");
 
     private final String desc;
 

src/main/java/com/kamco/cd/kamcoback/postgres/core/InferenceResultCoreService.java

@@ -110,7 +110,7 @@ public class InferenceResultCoreService {
 
     MapSheetLearnEntity mapSheetLearnEntity = new MapSheetLearnEntity();
     mapSheetLearnEntity.setTitle(req.getTitle());
-    mapSheetLearnEntity.setRunningModelType("M1");
+    mapSheetLearnEntity.setRunningModelType("G1");
     mapSheetLearnEntity.setM1ModelUuid(req.getModel1Uuid());
     mapSheetLearnEntity.setM2ModelUuid(req.getModel2Uuid());
     mapSheetLearnEntity.setM3ModelUuid(req.getModel3Uuid());
@@ -301,7 +301,7 @@ public class InferenceResultCoreService {
 
   private void applyModelUpdate(MapSheetLearnEntity entity, SaveInferenceAiDto request) {
     switch (request.getType()) {
-      case "M1" ->
+      case "G1" ->
           applyModelFields(
               request,
               entity::setM1ModelBatchId,
@@ -311,7 +311,7 @@ public class InferenceResultCoreService {
               entity::setM1RunningJobs,
               entity::setM1CompletedJobs,
               entity::setM1FailedJobs);
-      case "M2" ->
+      case "G2" ->
           applyModelFields(
               request,
               entity::setM2ModelBatchId,
@@ -321,7 +321,7 @@ public class InferenceResultCoreService {
               entity::setM2RunningJobs,
               entity::setM2CompletedJobs,
               entity::setM2FailedJobs);
-      case "M3" ->
+      case "G3" ->
           applyModelFields(
               request,
               entity::setM3ModelBatchId,

src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearn5kRepositoryImpl.java

@@ -35,17 +35,17 @@ public class MapSheetLearn5kRepositoryImpl implements MapSheetLearn5kRepositoryC
     final StringPath errorMsgPath;
 
     switch (type) {
-      case "M1" -> {
+      case "G1" -> {
         failPath = mapSheetLearn5kEntity.isM1Fail;
         jobIdPath = mapSheetLearn5kEntity.m1JobId;
         errorMsgPath = mapSheetLearn5kEntity.m1ErrorMessage;
       }
-      case "M2" -> {
+      case "G2" -> {
         failPath = mapSheetLearn5kEntity.isM2Fail;
         jobIdPath = mapSheetLearn5kEntity.m2JobId;
         errorMsgPath = mapSheetLearn5kEntity.m2ErrorMessage;
       }
-      case "M3" -> {
+      case "G3" -> {
         failPath = mapSheetLearn5kEntity.isM3Fail;
         jobIdPath = mapSheetLearn5kEntity.m3JobId;
         errorMsgPath = mapSheetLearn5kEntity.m3ErrorMessage;
@@ -85,15 +85,15 @@ public class MapSheetLearn5kRepositoryImpl implements MapSheetLearn5kRepositoryC
     final StringPath errorMsgPath;
 
     switch (type) {
-      case "M1" -> {
+      case "G1" -> {
         failPath = mapSheetLearn5kEntity.isM1Fail;
         jobIdPath = mapSheetLearn5kEntity.m1JobId;
       }
-      case "M2" -> {
+      case "G2" -> {
         failPath = mapSheetLearn5kEntity.isM2Fail;
         jobIdPath = mapSheetLearn5kEntity.m2JobId;
       }
-      case "M3" -> {
+      case "G3" -> {
         failPath = mapSheetLearn5kEntity.isM3Fail;
         jobIdPath = mapSheetLearn5kEntity.m3JobId;
       }
@@ -135,15 +135,15 @@ public class MapSheetLearn5kRepositoryImpl implements MapSheetLearn5kRepositoryC
     BooleanPath failPath;
 
     switch (type) {
-      case "M1" -> {
+      case "G1" -> {
         jobIdPath = mapSheetLearn5kEntity.m1JobId;
         failPath = mapSheetLearn5kEntity.isM1Fail;
       }
-      case "M2" -> {
+      case "G2" -> {
         jobIdPath = mapSheetLearn5kEntity.m2JobId;
         failPath = mapSheetLearn5kEntity.isM2Fail;
       }
-      case "M3" -> {
+      case "G3" -> {
         jobIdPath = mapSheetLearn5kEntity.m3JobId;
         failPath = mapSheetLearn5kEntity.isM3Fail;
       }
@@ -180,13 +180,13 @@ public class MapSheetLearn5kRepositoryImpl implements MapSheetLearn5kRepositoryC
     BooleanPath failPath;
 
     switch (type) {
-      case "M1" -> {
+      case "G1" -> {
         jobIdPath = mapSheetLearn5kEntity.m1JobId;
       }
-      case "M2" -> {
+      case "G2" -> {
         jobIdPath = mapSheetLearn5kEntity.m2JobId;
       }
-      case "M3" -> {
+      case "G3" -> {
         jobIdPath = mapSheetLearn5kEntity.m3JobId;
       }
       default -> {

src/main/java/com/kamco/cd/kamcoback/postgres/repository/scheduler/TrainingDataReviewJobRepositoryImpl.java

@@ -7,6 +7,7 @@ import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetLearnEntity.mapShe
 
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.InspectState;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelMngState;
+import com.kamco.cd.kamcoback.model.dto.ModelMngDto.ModelType;
 import com.kamco.cd.kamcoback.postgres.entity.LabelingAssignmentEntity;
 import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.AnalCntInfo;
 import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.AnalMapSheetList;
@@ -58,10 +59,10 @@ public class TrainingDataReviewJobRepositoryImpl extends QuerydslRepositorySuppo
                     Properties.class,
                     new CaseBuilder()
                         .when(mapSheetLearnDataGeomEntity.classAfterCd.in("building", "container"))
-                        .then("M1")
+                        .then(ModelType.G1.getId())
                         .when(mapSheetLearnDataGeomEntity.classAfterCd.eq("waste"))
-                        .then("M2")
+                        .then(ModelType.G2.getId())
-                        .otherwise("M3"),
+                        .otherwise(ModelType.G3.getId()),
                     mapSheetLearnDataGeomEntity.classBeforeCd,
                     mapSheetLearnDataGeomEntity.classAfterCd)))
         .from(labelingAssignmentEntity)

src/main/java/com/kamco/cd/kamcoback/scheduler/TRAINING_DATA_GEOJSON_QUERY.sql

@@ -60,10 +60,10 @@ select msldge1_0.geo_uid,
        st_asgeojson(msldge1_0.geom),
        case
          when (msldge1_0.class_after_cd in ('building', 'container'))
-           then cast('M1' as varchar)
+           then cast('G1' as varchar)
          when (msldge1_0.class_after_cd = 'waste')
-           then cast('M2' as varchar)
+           then cast('G2' as varchar)
-         else 'M3'
+         else 'G3'
          end,
        msldge1_0.class_before_cd,
        msldge1_0.class_after_cd

src/main/java/com/kamco/cd/kamcoback/scheduler/service/MapSheetInferenceJobService.java

@@ -122,7 +122,7 @@ public class MapSheetInferenceJobService {
    * @return
    */
   private Long resolveBatchId(InferenceBatchSheet sheet) {
-    // M3 > M2 > M1
+    // G3 > G2 > G1
     if (sheet.getM3BatchId() != null) {
       return sheet.getM3BatchId();
     }
@@ -216,12 +216,12 @@ public class MapSheetInferenceJobService {
     updateProcessingEndTimeByModel(job, sheet.getUuid(), now, currentType);
 
     // M3이면 전체 종료
-    if ("M3".equals(currentType)) {
+    if ("G3".equals(currentType)) {
       endAll(sheet, now);
       return;
     }
 
-    // 다음 모델 실행 (M1->M2, M2->M3)
+    // 다음 모델 실행 (G1->G2, G2->G3)
     String nextType = nextModelType(currentType);
     UUID nextModelUuid = resolveModelUuid(sheet, nextType);
 
@@ -266,11 +266,11 @@ public class MapSheetInferenceJobService {
    * @return
    */
   private String nextModelType(String currentType) {
-    if ("M1".equals(currentType)) {
+    if ("G1".equals(currentType)) {
-      return "M2";
+      return "G2";
     }
-    if ("M2".equals(currentType)) {
+    if ("G2".equals(currentType)) {
-      return "M3";
+      return "G3";
     }
     throw new IllegalArgumentException("Unknown runningModelType: " + currentType);
   }
@@ -283,13 +283,13 @@ public class MapSheetInferenceJobService {
    * @return
    */
   private UUID resolveModelUuid(InferenceBatchSheet sheet, String type) {
-    if ("M1".equals(type)) {
+    if ("G1".equals(type)) {
       return sheet.getM1ModelUuid();
     }
-    if ("M2".equals(type)) {
+    if ("G2".equals(type)) {
       return sheet.getM2ModelUuid();
     }
-    if ("M3".equals(type)) {
+    if ("G3".equals(type)) {
       return sheet.getM3ModelUuid();
     }
     throw new IllegalArgumentException("Unknown type: " + type);
@@ -379,13 +379,13 @@ public class MapSheetInferenceJobService {
    * @return String
    */
   private String modelToInferenceType(String type) {
-    if ("M1".equals(type)) {
+    if ("G1".equals(type)) {
       return "G1";
     }
-    if ("M2".equals(type)) {
+    if ("G2".equals(type)) {
       return "G2";
     }
-    if ("M3".equals(type)) {
+    if ("G3".equals(type)) {
       return "G3";
     }
     throw new IllegalArgumentException("Unknown type: " + type);