welcome

src/main/java/com/kamco/cd/training/config/StartupLogger.java

@@ -57,7 +57,7 @@ public class StartupLogger {
             """
 
           ╔════════════════════════════════════════════════════════════════════════════════╗
-          ║                    🚀 APPLICATION STARTUP INFORMATION    2                     ║
+          ║                    🚀 APPLICATION STARTUP INFORMATION    3                     ║
           ╠════════════════════════════════════════════════════════════════════════════════╣
           ║  PROFILE CONFIGURATION                                                         ║
           ╠────────────────────────────────────────────────────────────────────────────────╣

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

@@ -48,7 +48,7 @@ public class ModelTrainDetailApiController {
   private final ModelTrainDetailService modelTrainDetailService;
   private final RangeDownloadResponder rangeDownloadResponder;
 
-  @Value("${train.docker.responseDir}")
+  @Value("${train.docker.response_dir}")
   private String responseDir;
 
   @Operation(summary = "모델학습관리> 모델관리 > 상세정보탭 > 학습 진행정보", description = "학습 진행정보, 모델학습 정보 API")

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

@@ -53,7 +53,7 @@ public class ModelTrainDetailService {
   private final ModelTrainDetailCoreService modelTrainDetailCoreService;
   private final ModelTrainMngCoreService mngCoreService;
 
-  @Value("${train.docker.responseDir}")
+  @Value("${train.docker.response_dir}")
   private String responseDir;
 
   /**

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

@@ -46,11 +46,14 @@ public class ModelTrainMngService {
   private final TrainJobService trainJobService;
   private final ModelTrainDetailService modelTrainDetailService;
 
-  @Value("${train.docker.basePath}")
+  @Value("${train.docker.base_path}")
   private String basePath;
 
-  @Value("${train.docker.responseDir}")
+  @Value("${train.docker.response_dir}")
   private String responseDir;
+  @Value("${train.docker.symbolic_link_dir}")
+  private String symbolicDir;
+
 
   /**
    * 모델학습 조회
@@ -80,7 +83,7 @@ public class ModelTrainMngService {
     }
 
     // ===== 2. 경로 생성 =====
-    Path tmpBase = Path.of(basePath, "tmp").toAbsolutePath().normalize();
+    Path tmpBase = Path.of(symbolicDir).toAbsolutePath().normalize();
     Path tmp = tmpBase.resolve(model.getRequestPath()).normalize();
 
     Path responseBase = Paths.get(responseDir).toAbsolutePath().normalize();

src/main/java/com/kamco/cd/training/train/service/DataSetCountersService.java

@@ -23,11 +23,11 @@ import org.springframework.stereotype.Service;
 public class DataSetCountersService {
   private final ModelTrainMngCoreService modelTrainMngCoreService;
 
-  @Value("${train.docker.requestDir}")
+  @Value("${train.docker.request_dir}")
   private String requestDir;
 
-  @Value("${train.docker.basePath}")
+  @Value("${train.docker.symbolic_link_dir}")
-  private String trainBaseDir;
+  private String symbolicDir;
 
   public String getCount(Long modelId) {
     ModelTrainMngDto.Basic basic = modelTrainMngCoreService.findModelById(modelId);
@@ -45,7 +45,7 @@ public class DataSetCountersService {
       }
 
       // tmp
-      Path tmpPath = Path.of(trainBaseDir, "tmp", basic.getRequestPath());
+      Path tmpPath = Path.of(symbolicDir, basic.getRequestPath());
 
       // 차이나는거
       diffMergedRequestsVsTmp(uids, tmpPath);

src/main/java/com/kamco/cd/training/train/service/DockerTrainService.java

@@ -31,27 +31,26 @@ public class DockerTrainService {
   private String image;
 
   // 학습 요청 데이터가 위치한 호스트 디렉토리
-  @Value("${train.docker.requestDir}")
+  @Value("${train.docker.request_dir}")
   private String requestDir;
 
   // 학습 결과가 저장될 호스트 디렉토리
-  @Value("${train.docker.responseDir}")
+  @Value("${train.docker.response_dir}")
   private String responseDir;
 
-  // 컨테이너 이름 prefix
-  @Value("${train.docker.containerPrefix}")
-  private String containerPrefix;
-
   // 공유메모리 사이즈 설정 (대용량 학습시 필요)
-  @Value("${train.docker.shmSize:16g}")
+  @Value("${train.docker.shm_size:16g}")
   private String shmSize;
 
   // data 경로 request,response 상위 폴더
-  @Value("${train.docker.basePath}")
+  @Value("${train.docker.base_path}")
   private String basePath;
 
+  @Value("${train.docker.symbolic_link_dir}")
+  private String symbolicDir;
+
   // IPC host 사용 여부
-  @Value("${train.docker.ipcHost:true}")
+  @Value("${train.docker.ipc_host:true}")
   private boolean ipcHost;
 
   @Value("${spring.profiles.active}")
@@ -260,12 +259,12 @@ public class DockerTrainService {
     c.add("NCCL_SOCKET_IFNAME=eth0");
 
     // 요청/결과 디렉토리 볼륨 마운트
-//    c.add("-v");
-//    c.add(basePath + ":" + basePath); // 심볼릭 링크와 연결되는 실제 파일 경로도 마운트를 해줘야 함
     c.add("-v");
-    c.add(basePath + "/tmp:/data");
+    c.add(basePath + ":" + basePath); // 심볼릭 링크와 연결되는 실제 파일 경로도 마운트를 해줘야 함
     c.add("-v");
-    c.add(responseDir + ":/checkpoints");
+    c.add(symbolicDir + ":/data");    //요청할경로
+    c.add("-v");
+    c.add(responseDir + ":/checkpoints"); //저장될경로
 
     // 표준입력 유지 (-it 대신 -i만 사용)
     c.add("-i");

src/main/java/com/kamco/cd/training/train/service/JobRecoveryOnStartupService.java

@@ -50,7 +50,7 @@ public class JobRecoveryOnStartupService {
    *
    * <p>컨테이너가 --rm 으로 삭제된 경우에도 이 경로에 val.csv / *.pth 등이 남아있으면 정상 종료 여부를 "파일 기반"으로 판정합니다.
    */
-  @Value("${train.docker.responseDir}")
+  @Value("${train.docker.response_dir}")
   private String responseDir;
 
   /**

src/main/java/com/kamco/cd/training/train/service/ModelTestMetricsJobService.java

@@ -42,7 +42,7 @@ public class ModelTestMetricsJobService {
   private String profile;
 
   // 학습 결과가 저장될 호스트 디렉토리
-  @Value("${train.docker.responseDir}")
+  @Value("${train.docker.response_dir}")
   private String responseDir;
 
   @Value("${file.pt-path}")

src/main/java/com/kamco/cd/training/train/service/ModelTrainMetricsJobService.java

@@ -33,7 +33,7 @@ public class ModelTrainMetricsJobService {
   private String profile;
 
   // 학습 결과가 저장될 호스트 디렉토리
-  @Value("${train.docker.responseDir}")
+  @Value("${train.docker.response_dir}")
   private String responseDir;
 
   /** 결과 csv 파일 정보 등록 */

src/main/java/com/kamco/cd/training/train/service/TmpDatasetService.java

@@ -14,12 +14,11 @@ import org.springframework.stereotype.Service;
 @RequiredArgsConstructor
 public class TmpDatasetService {
 
-  @Value("${train.docker.requestDir}")
+  @Value("${train.docker.request_dir}")
   private String requestDir;
 
-  @Value("${train.docker.basePath}")
+  @Value("${train.docker.symbolic_link_dir}")
-  private String trainBaseDir;
+  private String symbolicDir;
-
   /**
    * train, val, test 폴더별로 link
    *
@@ -36,7 +35,7 @@ public class TmpDatasetService {
       throw new IOException("links is empty");
     }
 
-    Path tmp = Path.of(trainBaseDir, "tmp", uid);
+    Path tmp = Path.of(symbolicDir, uid);
 
     long linksMade = 0;
 
@@ -115,7 +114,7 @@ public class TmpDatasetService {
     log.info("requestDir(raw)={}", requestDir);
 
     Path BASE = toPath(requestDir);
-    Path tmp = Path.of(trainBaseDir, "tmp", uid);
+    Path tmp = Path.of(symbolicDir, uid);
 
     log.info("BASE={}", BASE);
     log.info("BASE exists? {}", Files.isDirectory(BASE));

src/main/java/com/kamco/cd/training/train/service/TrainJobService.java

@@ -40,7 +40,7 @@ public class TrainJobService {
   private final DataSetCountersService dataSetCounters;
 
   // 학습 결과가 저장될 호스트 디렉토리
-  @Value("${train.docker.responseDir}")
+  @Value("${train.docker.response_dir}")
   private String responseDir;
 
   public Long getModelIdByUuid(UUID uuid) {

src/main/resources/application-dev.yml

@@ -1,72 +1,49 @@
-spring:
+spring:
-  config:
+  config:
-    activate:
+    activate:
-      on-profile: dev
+      on-profile: dev
-
+
-  jpa:
+  jpa:
-    show-sql: true
+    show-sql: true
-    hibernate:
+    properties:
-      ddl-auto: validate
+      hibernate:
-    properties:
+        use_sql_comments: true  # ⚠️ 선택 - SQL에 주석 추가 (디버깅용)
-      hibernate:
+        format_sql: true        # ⚠️ 선택 - SQL 포맷팅 (가독성)
-        default_batch_fetch_size: 100     # ✅ 성능 - N+1 쿼리 방지
+
-        order_updates: true               # ✅ 성능 - 업데이트 순서 정렬로 데드락 방지
+  datasource:
-        use_sql_comments: true            # ⚠️ 선택 - SQL에 주석 추가 (디버깅용)
+    url: jdbc:postgresql://192.168.2.127:15432/kamco_training_db
-        format_sql: true                  # ⚠️ 선택 - SQL 포맷팅 (가독성)
+    username: kamco_training_user
-
+    password: kamco_training_user_2025_!@#
-  datasource:
+    hikari:
-    url: jdbc:postgresql://192.168.2.127:15432/kamco_training_db
+      minimum-idle: 10
-    username: kamco_training_user
+      maximum-pool-size: 20
-    password: kamco_training_user_2025_!@#
+
-    hikari:
+jwt:
-      minimum-idle: 10
+  secret: "kamco_token_dev_dfc6446d-68fc-4eba-a2ff-c80a14a0bf3a"
-      maximum-pool-size: 20
+  access-token-validity-in-ms: 86400000      # 1일
-      connection-timeout: 60000        # 60초 연결 타임아웃
+  refresh-token-validity-in-ms: 604800000    # 7일
-      idle-timeout: 300000            # 5분 유휴 타임아웃
+
-      max-lifetime: 1800000           # 30분 최대 수명
+token:
-      leak-detection-threshold: 60000  # 연결 누수 감지
+  refresh-cookie-name: kamco-dev   # 개발용 쿠키 이름
-
+  refresh-cookie-secure: false     # 로컬 http 테스트면 false
-  transaction:
+
-    default-timeout: 300              # 5분 트랜잭션 타임아웃
+swagger:
-
+  local-port: 8080
-
+
-jwt:
+file:
-  secret: "kamco_token_dev_dfc6446d-68fc-4eba-a2ff-c80a14a0bf3a"
+  dataset-dir: /home/kcomu/data/request/
-  access-token-validity-in-ms: 86400000      # 1일
+  dataset-tmp-dir: ${file.dataset-dir}tmp/
-  refresh-token-validity-in-ms: 604800000    # 7일
+
-
+  pt-path: /home/kcomu/data/response/v6-cls-checkpoints/
-token:
+  pt-FileName: yolov8_6th-6m.pt
-  refresh-cookie-name: kamco-dev   # 개발용 쿠키 이름
+
-  refresh-cookie-secure: false   # 로컬 http 테스트면 false
+train:
-
+  docker:
-springdoc:
+    image: kamco-cd-train:latest
-  swagger-ui:
+    base_path: /home/kcomu/data
-    persist-authorization: true # 스웨거 새로고침해도 토큰 유지, 로컬스토리지에 저장
+    request_dir: ${train.docker.base_path}/request
-
+    response_dir: ${train.docker.base_path}/response
-member:
+    symbolic_link_dir: ${train.docker.base_path}/tmp
-  init_password: kamco1234!
+    container_prefix: kamco-cd-train
-
+    shm_size: 16g
-swagger:
+    ipc_host: true
-  local-port: 8080
-
-file:
-  sync-root-dir: /app/original-images/
-  sync-tmp-dir: ${file.sync-root-dir}tmp/
-  sync-file-extention: tfw,tif
-
-  dataset-dir: /home/kcomu/data/request/
-  dataset-tmp-dir: ${file.dataset-dir}tmp/
-
-  pt-path: /home/kcomu/data/response/v6-cls-checkpoints/
-  pt-FileName: yolov8_6th-6m.pt
-
-train:
-  docker:
-    image: kamco-cd-train:latest
-    requestDir: /home/kcomu/data/request
-    responseDir: /home/kcomu/data/response
-    basePath: /home/kcomu/data
-    containerPrefix: kamco-cd-train
-    shmSize: 16g
-    ipcHost: true
-

src/main/resources/application-prod.yml

@@ -1,72 +1,43 @@
-spring:
+spring:
-  config:
+  config:
-    activate:
+    activate:
-      on-profile: prod
+      on-profile: prod
-
+
-  jpa:
+  datasource:
-    show-sql: false  # 운영 환경에서는 성능을 위해 비활성화
+    url: jdbc:postgresql://kamco-cd-train-db:5432/kamco_training_db
-    hibernate:
+    username: kamco_training_user
-      ddl-auto: validate
+    password: kamco_training_user_2025_!@#
-    properties:
+    hikari:
-      hibernate:
+      minimum-idle: 10
-        default_batch_fetch_size: 100  # N+1 쿼리 방지
+      maximum-pool-size: 20
-        order_updates: true  # 업데이트 순서 정렬로 데드락 방지
+
-
+jwt:
-  datasource:
+  # ⚠️ 운영 환경에서는 반드시 별도의 강력한 시크릿 키를 사용하세요
-    url: jdbc:postgresql://kamco-cd-train-db:5432/kamco_training_db
+  secret: "kamco_token_prod_CHANGE_THIS_TO_SECURE_SECRET_KEY"
-    username: kamco_training_user
+  access-token-validity-in-ms: 86400000      # 1일
-    password: kamco_training_user_2025_!@#
+  refresh-token-validity-in-ms: 604800000    # 7일
-    hikari:
+
-      minimum-idle: 10
+token:
-      maximum-pool-size: 20
+  refresh-cookie-name: kamco
-      connection-timeout: 60000        # 60초 연결 타임아웃
+  refresh-cookie-secure: true  # HTTPS 환경에서 필수
-      idle-timeout: 300000            # 5분 유휴 타임아웃
+
-      max-lifetime: 1800000           # 30분 최대 수명
+swagger:
-      leak-detection-threshold: 60000  # 연결 누수 감지
+  local-port: 9080
-
+
-  transaction:
+file:
-    default-timeout: 300              # 5분 트랜잭션 타임아웃
+  dataset-dir: /data/training/request/
-
+  dataset-tmp-dir: ${file.dataset-dir}tmp/
-jwt:
+
-  # ⚠️ 운영 환경에서는 반드시 별도의 강력한 시크릿 키를 사용하세요
+  pt-path: /data/training/response/v6-cls-checkpoints/
-  secret: "kamco_token_prod_CHANGE_THIS_TO_SECURE_SECRET_KEY"
+  pt-FileName: yolov8_6th-6m.pt
-  access-token-validity-in-ms: 86400000      # 1일
+
-  refresh-token-validity-in-ms: 604800000    # 7일
+train:
-
+  docker:
-token:
+    image: kamco-cd-train:latest
-  refresh-cookie-name: kamco
+    base_path: /data/training
-  refresh-cookie-secure: true  # HTTPS 환경에서 필수
+    request_dir: ${train.docker.base_path}/request
-
+    response_dir: ${train.docker.base_path}/response
-springdoc:
+    symbolic_link_dir: ${train.docker.base_path}/tmp
-  swagger-ui:
+    container_prefix: kamco-cd-train
-    persist-authorization: true # 스웨거 새로고침해도 토큰 유지, 로컬스토리지에 저장
+    shm_size: 16g
-
+    ipc_host: true
-member:
-  init_password: kamco1234!
-
-swagger:
-  local-port: 9080
-
-file:
-#  sync-root-dir: /app/original-images/
-#  sync-tmp-dir: ${file.sync-root-dir}tmp/
-#  sync-file-extention: tfw,tif
-
-  dataset-dir: /data/request/
-  dataset-tmp-dir: ${file.dataset-dir}tmp/
-
-  pt-path: /data/response/v6-cls-checkpoints/
-  pt-FileName: yolov8_6th-6m.pt
-
-train:
-  docker:
-    image: kamco-cd-train:latest
-    requestDir: /data/request
-    responseDir: /data/response
-    basePath: /data
-    containerPrefix: kamco-cd-train
-    shmSize: 16g
-    ipcHost: true
-
-
-

src/main/resources/application.yml

@@ -1,71 +1,80 @@
-server:
+server:
-  port: 8080
+  port: 8080
-
+
-spring:
+spring:
-  application:
+  application:
-    name: kamco-training-api
+    name: kamco-training-api
-  profiles:
+  profiles:
-    active: dev  # 사용할 프로파일 지정 (ex. dev, prod, test)
+    active: dev  # 사용할 프로파일 지정 (ex. dev, prod, test)
-
+
-  datasource:
+  datasource:
-    driver-class-name: org.postgresql.Driver
+    driver-class-name: org.postgresql.Driver
-    hikari:
+    hikari:
-      minimum-idle: 2
+      connection-timeout: 60000        # 60초 연결 타임아웃
-      maximum-pool-size: 2
+      idle-timeout: 300000             # 5분 유휴 타임아웃
-      connection-timeout: 20000
+      max-lifetime: 1800000            # 30분 최대 수명
-      idle-timeout: 300000
+      leak-detection-threshold: 60000  # 연결 누수 감지
-      max-lifetime: 1800000
+      # minimum-idle, maximum-pool-size 는 프로파일별 설정
-      leak-detection-threshold: 60000
+
-
+  jpa:
-  jpa:
+    hibernate:
-    hibernate:
+      ddl-auto: validate
-      ddl-auto: update  # 스키마 자동 관리 활성화
+    properties:
-    properties:
+      hibernate:
-      hibernate:
+        jakarta:
-        javax:
+          persistence:
-          persistence:
+            validation:
-            validation:
+              mode: none
-              mode: none
+        jdbc:
-        jdbc:
+          batch_size: 50
-          batch_size: 50
+        default_batch_fetch_size: 100
-        default_batch_fetch_size: 100
+        order_updates: true
-    show-sql: false
+    show-sql: false
-
+
-  servlet:
+  servlet:
-    multipart:
+    multipart:
-      enabled: true
+      enabled: true
-      max-file-size: 10GB
+      max-file-size: 10GB
-      max-request-size: 10GB
+      max-request-size: 10GB
-logging:
+
-  level:
+  transaction:
-    org:
+    default-timeout: 300  # 5분 트랜잭션 타임아웃
-      springframework:
+
-        web: INFO
+logging:
-        security: INFO
+  level:
-    root: INFO
+    org:
-
+      springframework:
-
+        web: INFO
-
+        security: INFO
-# actuator
+    root: INFO
-management:
+
-  health:
+springdoc:
-    readinessstate:
+  swagger-ui:
-      enabled: true
+    persist-authorization: true  # 스웨거 새로고침해도 토큰 유지
-    livenessstate:
+
-      enabled: true
+member:
-    diskspace:
+  init_password: kamco1234!
-      enabled: true
+
-  endpoint:
+# actuator
-    health:
+management:
-      probes:
+  health:
-        enabled: true
+    readinessstate:
-      show-details: when-authorized
+      enabled: true
-  endpoints:
+    livenessstate:
-    jmx:
+      enabled: true
-      exposure:
+    diskspace:
-        exclude: "*"
+      enabled: true
-    web:
+  endpoint:
-      base-path: /monitor
+    health:
-      exposure:
+      probes:
-        include:
+        enabled: true
-          - "health"
+      show-details: when-authorized
+  endpoints:
+    jmx:
+      exposure:
+        exclude: "*"
+    web:
+      base-path: /monitor
+      exposure:
+        include:
+          - "health"

src/test/resources/application.yml

@@ -1,77 +1,74 @@
-server:
+server:
-  port: 8080
+  port: 8080
-
+
-spring:
+spring:
-  application:
+  application:
-    name: kamco-training-api
+    name: kamco-training-api
-
+
-  datasource:
+  datasource:
-    driver-class-name: org.postgresql.Driver
+    driver-class-name: org.postgresql.Driver
-    url: jdbc:postgresql://localhost:15432/kamco_training_db
+    url: jdbc:postgresql://localhost:15432/kamco_training_db
-    username: kamco_cds
+    username: kamco_cds
-    password: kamco_cds_Q!W@E#R$
+    password: kamco_cds_Q!W@E#R$
-    hikari:
+    hikari:
-      minimum-idle: 2
+      minimum-idle: 2
-      maximum-pool-size: 2
+      maximum-pool-size: 2
-      connection-timeout: 20000
+      connection-timeout: 20000
-      idle-timeout: 300000
+      idle-timeout: 300000
-      max-lifetime: 1800000
+      max-lifetime: 1800000
-      leak-detection-threshold: 60000
+      leak-detection-threshold: 60000
-
+
-  jpa:
+  jpa:
-    hibernate:
+    hibernate:
-      ddl-auto: none  # 테스트 환경에서는 DDL 자동 생성/수정 비활성화
+      ddl-auto: none  # 테스트 환경에서는 DDL 자동 생성/수정 비활성화
-    properties:
+    properties:
-      hibernate:
+      hibernate:
-        hbm2ddl:
+        jakarta:
-          auto: none
+          persistence:
-        javax:
+            validation:
-          persistence:
+              mode: none
-            validation:
+        jdbc:
-              mode: none
+          batch_size: 50
-        jdbc:
+        default_batch_fetch_size: 100
-          batch_size: 50
+    show-sql: false
-        default_batch_fetch_size: 100
+
-    show-sql: false
+logging:
-
+  level:
-logging:
+    org:
-  level:
+      springframework:
-    org:
+        web: DEBUG
-      springframework:
+        security: DEBUG
-        web: DEBUG
+    root: INFO
-        security: DEBUG
+
-    root: INFO
+management:
-
+  health:
-management:
+    readinessstate:
-  health:
+      enabled: true
-    readinessstate:
+    livenessstate:
-      enabled: true
+      enabled: true
-    livenessstate:
+  endpoint:
-      enabled: true
+    health:
-  endpoint:
+      probes:
-    health:
+        enabled: true
-      probes:
+      show-details: always
-        enabled: true
+  endpoints:
-      show-details: always
+    jmx:
-  endpoints:
+      exposure:
-    jmx:
+        exclude: "*"
-      exposure:
+    web:
-        exclude: "*"
+      base-path: /monitor
-    web:
+      exposure:
-      base-path: /monitor
+        include:
-      exposure:
+          - "health"
-        include:
+
-          - "health"
+jwt:
-
+  secret: "test_secret_key_for_testing_purposes_only"
-jwt:
+  access-token-validity-in-ms: 86400000
-  secret: "test_secret_key_for_testing_purposes_only"
+  refresh-token-validity-in-ms: 604800000
-  access-token-validity-in-ms: 86400000
+
-  refresh-token-validity-in-ms: 604800000
+token:
-
+  refresh-cookie-name: kamco-test
-token:
+  refresh-cookie-secure: false
-  refresh-cookie-name: kamco-test
+
-  refresh-cookie-secure: false
+member:
-
+  init_password: test1234!
-member:
-  init_password: test1234!
-