라벨링툴 count 종료된 회차는 count하지 않게 조건 추가

Reviewed-on: #54

Dockerfile-prod

@@ -0,0 +1,24 @@
+# 1단계에서 만든 로컬 베이스 이미지를 사용
+FROM 192.168.2.73:18082/kamco-cd/base-java21-gdal:1.0
+FROM 192.168.2.73:18082/kamco-cd/base-java21-gdal:1.0
+
+# 사용자 설정 (앱 별로 다를 수 있으므로 여기에 유지)
+ARG UID=1000
+ARG GID=1000
+
+RUN groupadd -g ${GID} kcomu \
+ && useradd -u ${UID} -g ${GID} -m kcomu
+
+USER kcomu
+
+# 작업 디렉토리 설정
+WORKDIR /app
+
+# JAR 파일 복사 (Jenkins에서 빌드된 ROOT.jar)
+COPY build/libs/ROOT.jar app.jar
+
+# 포트 노출
+EXPOSE 8080
+# 애플리케이션 실행
+# dev 프로파일로 실행
+ENTRYPOINT ["java", "-jar", "-Dspring.profiles.active=prod", "app.jar"]

docker-compose-prod.yml

@@ -0,0 +1,35 @@
+services:
+  kamco-changedetection-api:
+    build:
+      context: .
+      dockerfile: Dockerfile-prod
+      args:
+        UID: 1000        # manager01 UID
+        GID: 1000        # manager01 GID
+    image: kamco-changedetection-api:${IMAGE_TAG:-latest}
+    container_name: kamco-changedetection-api
+    user: "1000:1000"
+    ports:
+      - "7100:8080"
+    environment:
+      - SPRING_PROFILES_ACTIVE=dev
+      - TZ=Asia/Seoul
+    volumes:
+      - /mnt/nfs_share/images:/app/original-images
+      - /mnt/nfs_share/model_output:/app/model-outputs
+      - /mnt/nfs_share/train_dataset:/app/train-dataset
+      - /mnt/nfs_share/tmp:/app/tmp
+      - /kamco-nfs:/kamco-nfs
+    networks:
+      - kamco-cds
+    restart: unless-stopped
+    healthcheck:
+      test: [ "CMD", "curl", "-f", "http://localhost:8080/monitor/health" ]
+      interval: 10s
+      timeout: 5s
+      retries: 5
+      start_period: 40s
+
+networks:
+  kamco-cds:
+    external: true

src/main/java/com/kamco/cd/kamcoback/common/download/DownloadExecutor.java

@@ -0,0 +1,48 @@
+package com.kamco.cd.kamcoback.common.download;
+
+import com.kamco.cd.kamcoback.common.download.dto.DownloadSpec;
+import com.kamco.cd.kamcoback.common.utils.UserUtil;
+import java.io.IOException;
+import java.io.InputStream;
+import java.nio.file.Files;
+import lombok.RequiredArgsConstructor;
+import org.springframework.http.HttpHeaders;
+import org.springframework.http.MediaType;
+import org.springframework.http.ResponseEntity;
+import org.springframework.stereotype.Service;
+import org.springframework.web.servlet.mvc.method.annotation.StreamingResponseBody;
+
+@Service
+@RequiredArgsConstructor
+public class DownloadExecutor {
+
+  private final UserUtil userUtil;
+
+  public ResponseEntity<StreamingResponseBody> stream(DownloadSpec spec) throws IOException {
+
+    if (!Files.isReadable(spec.filePath())) {
+      return ResponseEntity.notFound().build();
+    }
+
+    StreamingResponseBody body =
+        os -> {
+          try (InputStream in = Files.newInputStream(spec.filePath())) {
+            in.transferTo(os);
+            os.flush();
+          } catch (Exception e) {
+            // 고용량은 중간 끊김 흔하니까 throw 금지
+          }
+        };
+
+    String fileName =
+        spec.downloadName() != null
+            ? spec.downloadName()
+            : spec.filePath().getFileName().toString();
+
+    return ResponseEntity.ok()
+        .contentType(
+            spec.contentType() != null ? spec.contentType() : MediaType.APPLICATION_OCTET_STREAM)
+        .header(HttpHeaders.CONTENT_DISPOSITION, "attachment; filename=\"" + fileName + "\"")
+        .body(body);
+  }
+}

src/main/java/com/kamco/cd/kamcoback/common/download/DownloadPaths.java

@@ -0,0 +1,19 @@
+package com.kamco.cd.kamcoback.common.download;
+
+import org.springframework.util.AntPathMatcher;
+
+public final class DownloadPaths {
+  private DownloadPaths() {}
+
+  public static final String[] PATTERNS = {
+    "/api/inference/download/**", "/api/training-data/stage/download/**"
+  };
+
+  public static boolean matches(String uri) {
+    AntPathMatcher m = new AntPathMatcher();
+    for (String p : PATTERNS) {
+      if (m.match(p, uri)) return true;
+    }
+    return false;
+  }
+}

src/main/java/com/kamco/cd/kamcoback/common/download/dto/DownloadSpec.java

@@ -0,0 +1,12 @@
+package com.kamco.cd.kamcoback.common.download.dto;
+
+import java.nio.file.Path;
+import java.util.UUID;
+import org.springframework.http.MediaType;
+
+public record DownloadSpec(
+    UUID uuid, // 다운로드 식별(로그/정책용)
+    Path filePath, // 실제 파일 경로
+    String downloadName, // 사용자에게 보일 파일명
+    MediaType contentType // 보통 OCTET_STREAM
+    ) {}

src/main/java/com/kamco/cd/kamcoback/common/enums/CrsType.java

@@ -0,0 +1,27 @@
+package com.kamco.cd.kamcoback.common.enums;
+
+import com.kamco.cd.kamcoback.common.utils.enums.CodeExpose;
+import com.kamco.cd.kamcoback.common.utils.enums.EnumType;
+import lombok.AllArgsConstructor;
+import lombok.Getter;
+
+@CodeExpose
+@Getter
+@AllArgsConstructor
+public enum CrsType implements EnumType {
+  EPSG_3857("Web Mercator, 웹지도 미터(EPSG:900913 동일)"),
+  EPSG_4326("WGS84 위경도, GeoJSON/OSM 기본"),
+  EPSG_5186("Korea 2000 중부 TM, 한국 SHP");
+
+  private final String desc;
+
+  @Override
+  public String getId() {
+    return name();
+  }
+
+  @Override
+  public String getText() {
+    return desc;
+  }
+}

src/main/java/com/kamco/cd/kamcoback/common/service/ExternalJarRunner.java

@@ -54,8 +54,8 @@ public class ExternalJarRunner {
   public void run(String jarPath, String register, String layer) {
     List<String> args = new ArrayList<>();
 
-    addArg(args, "register", register);
-    addArg(args, "layer", layer);
+    addArg(args, "upload-shp", register);
+    //    addArg(args, "layer", layer);
 
     execJar(jarPath, args);
   }

src/main/java/com/kamco/cd/kamcoback/common/utils/FIleChecker.java

@@ -30,12 +30,14 @@ import java.util.stream.Stream;
 import java.util.zip.ZipEntry;
 import java.util.zip.ZipInputStream;
 import lombok.Getter;
+import lombok.extern.slf4j.Slf4j;
 import org.apache.commons.io.FilenameUtils;
 import org.geotools.coverage.grid.GridCoverage2D;
 import org.geotools.gce.geotiff.GeoTiffReader;
 import org.springframework.util.FileSystemUtils;
 import org.springframework.web.multipart.MultipartFile;
 
+@Slf4j
 public class FIleChecker {
 
   static SimpleDateFormat dttmFormat = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
@@ -138,7 +140,9 @@ public class FIleChecker {
       // null을 넣으면 전체 영역을 읽지 않고 메타데이터 위주로 체크하여 빠름
       GridCoverage2D coverage = reader.read(null);
 
-      if (coverage == null) return false;
+      if (coverage == null) {
+        return false;
+      }
 
       // 3. GIS 필수 정보(좌표계)가 있는지 확인
       // if (coverage.getCoordinateReferenceSystem() == null) {
@@ -152,7 +156,9 @@ public class FIleChecker {
       return false;
     } finally {
       // 리소스 해제 (필수)
-      if (reader != null) reader.dispose();
+      if (reader != null) {
+        reader.dispose();
+      }
     }
   }
 
@@ -296,7 +302,8 @@ public class FIleChecker {
 
                     boolean isValid =
                         !NameValidator.containsKorean(folderNm)
-                            && !NameValidator.containsWhitespaceRegex(folderNm);
+                            && !NameValidator.containsWhitespaceRegex(folderNm)
+                            && !parentFolderNm.equals("kamco-nfs");
 
                     File file = new File(fullPath);
                     int childCnt = getChildFolderCount(file);
@@ -586,7 +593,9 @@ public class FIleChecker {
   }
 
   public static boolean checkExtensions(String fileName, String ext) {
-    if (fileName == null) return false;
+    if (fileName == null) {
+      return false;
+    }
 
     if (!fileName.substring(fileName.lastIndexOf('.') + 1).toLowerCase().equals(ext)) {
       return false;
@@ -690,6 +699,7 @@ public class FIleChecker {
   @Schema(name = "Folder", description = "폴더 정보")
   @Getter
   public static class Folder {
+
     private final String folderNm;
     private final String parentFolderNm;
     private final String parentPath;

src/main/java/com/kamco/cd/kamcoback/common/utils/NetUtils.java

@@ -5,11 +5,9 @@ import java.net.InetAddress;
 import java.net.URLEncoder;
 import java.net.UnknownHostException;
 import java.nio.charset.StandardCharsets;
-import java.util.List;
 import java.util.Map;
 import java.util.stream.Collectors;
 import org.springframework.http.HttpHeaders;
-import org.springframework.http.MediaType;
 
 public class NetUtils {
 
@@ -56,9 +54,8 @@ public class NetUtils {
 
   public HttpHeaders jsonHeaders() {
     HttpHeaders headers = new HttpHeaders();
-    headers.setContentType(MediaType.APPLICATION_JSON);
-    headers.setAccept(List.of(MediaType.APPLICATION_JSON));
-
+    headers.set(HttpHeaders.ACCEPT, "application/json;charset=UTF-8");
+    headers.set(HttpHeaders.CONTENT_TYPE, "application/json;charset=UTF-8");
     return headers;
   }
 }

src/main/java/com/kamco/cd/kamcoback/config/FileDownloadInteceptor.java

@@ -1,8 +1,8 @@
 package com.kamco.cd.kamcoback.config;
 
 import com.fasterxml.jackson.databind.ObjectMapper;
-import com.kamco.cd.kamcoback.auth.CustomUserDetails;
 import com.kamco.cd.kamcoback.common.utils.HeaderUtil;
+import com.kamco.cd.kamcoback.common.utils.UserUtil;
 import com.kamco.cd.kamcoback.config.api.ApiLogFunction;
 import com.kamco.cd.kamcoback.menu.dto.MenuDto;
 import com.kamco.cd.kamcoback.menu.service.MenuService;
@@ -17,7 +17,6 @@ import java.util.Objects;
 import java.util.UUID;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.beans.factory.annotation.Autowired;
-import org.springframework.security.authentication.UsernamePasswordAuthenticationToken;
 import org.springframework.stereotype.Component;
 import org.springframework.web.servlet.HandlerInterceptor;
 
@@ -27,24 +26,39 @@ public class FileDownloadInteceptor implements HandlerInterceptor {
 
   private final AuditLogRepository auditLogRepository;
   private final MenuService menuService;
+  private final UserUtil userUtil;
 
   @Autowired private ObjectMapper objectMapper;
 
-  public FileDownloadInteceptor(AuditLogRepository auditLogRepository, MenuService menuService) {
+  public FileDownloadInteceptor(
+      AuditLogRepository auditLogRepository, MenuService menuService, UserUtil userUtil) {
     this.auditLogRepository = auditLogRepository;
     this.menuService = menuService;
+    this.userUtil = userUtil;
   }
 
   @Override
-  public void afterCompletion(
-      HttpServletRequest request, HttpServletResponse response, Object handler, Exception ex) {
+  public boolean preHandle(
+      HttpServletRequest request, HttpServletResponse response, Object handler) {
 
+    if (!request.getRequestURI().contains("/download")) return true;
+
+    if (request.getDispatcherType() != jakarta.servlet.DispatcherType.REQUEST) {
+      return true;
+    }
+
+    saveLog(request, response);
+
+    return true;
+  }
+
+  private void saveLog(HttpServletRequest request, HttpServletResponse response) {
     // 파일 다운로드 API만 필터링
     if (!request.getRequestURI().contains("/download")) {
       return;
     }
 
-    Long userId = extractUserId(request);
+    Long userId = userUtil.getId();
     String ip = ApiLogFunction.getClientIp(request);
 
     List<?> list = menuService.getFindAll();
@@ -81,12 +95,4 @@ public class FileDownloadInteceptor implements HandlerInterceptor {
 
     auditLogRepository.save(log);
   }
-
-  private Long extractUserId(HttpServletRequest request) {
-    if (request.getUserPrincipal() instanceof UsernamePasswordAuthenticationToken auth
-        && auth.getPrincipal() instanceof CustomUserDetails userDetails) {
-      return userDetails.getMember().getId();
-    }
-    return null;
-  }
 }

src/main/java/com/kamco/cd/kamcoback/config/GlobalExceptionHandler.java

@@ -465,8 +465,7 @@ public class GlobalExceptionHandler {
     String stackTraceStr =
         Arrays.stream(stackTrace)
             .map(StackTraceElement::toString)
-            .collect(Collectors.joining("\n"))
-            .substring(0, 255);
+            .collect(Collectors.joining("\n"));
 
     String actionType = HeaderUtil.get(request, "kamco-action-type");
 

src/main/java/com/kamco/cd/kamcoback/config/SecurityConfig.java

@@ -3,6 +3,8 @@ package com.kamco.cd.kamcoback.config;
 import com.kamco.cd.kamcoback.auth.CustomAuthenticationProvider;
 import com.kamco.cd.kamcoback.auth.JwtAuthenticationFilter;
 import com.kamco.cd.kamcoback.auth.MenuAuthorizationManager;
+import com.kamco.cd.kamcoback.common.download.DownloadPaths;
+import jakarta.servlet.DispatcherType;
 import java.util.List;
 import lombok.RequiredArgsConstructor;
 import org.springframework.context.annotation.Bean;
@@ -44,7 +46,10 @@ public class SecurityConfig {
         .authorizeHttpRequests(
             auth ->
                 auth
+
                     // .requestMatchers("/chunk_upload_test.html").authenticated()
+                    .requestMatchers("/monitor/health", "/monitor/health/**")
+                    .permitAll()
 
                     // 맵시트 영역 전체 허용 (우선순위 최상단)
                     .requestMatchers("/api/mapsheet/**")
@@ -66,13 +71,25 @@ public class SecurityConfig {
                     .requestMatchers("/api/test/review")
                     .hasAnyRole("ADMIN", "REVIEWER")
 
+                    // ASYNC/ERROR 재디스패치는 막지 않기 (다운로드/스트리밍에서 필수)
+                    .dispatcherTypeMatchers(DispatcherType.ASYNC, DispatcherType.ERROR)
+                    .permitAll()
+
+                    // 다운로드는 인증 필요
+                    .requestMatchers(HttpMethod.GET, DownloadPaths.PATTERNS)
+                    .authenticated()
+
                     // 메뉴 등록 ADMIN만 가능
                     .requestMatchers(HttpMethod.POST, "/api/menu/auth")
                     .hasAnyRole("ADMIN")
+
+                    // 에러 경로는 항상 허용 (이미 있지만 유지)
                     .requestMatchers("/error")
                     .permitAll()
+
+                    // preflight 허용
                     .requestMatchers(HttpMethod.OPTIONS, "/**")
-                    .permitAll() // preflight 허용
+                    .permitAll()
                     .requestMatchers(
                         "/api/auth/signin",
                         "/api/auth/refresh",
@@ -84,8 +101,12 @@ public class SecurityConfig {
                         "/api/model/file-chunk-upload",
                         "/api/upload/file-chunk-upload",
                         "/api/upload/chunk-upload-complete",
-                        "/api/change-detection/**")
+                        "/api/change-detection/**",
+                        "/api/layer/map/**",
+                        "/api/layer/tile-url",
+                        "/api/layer/tile-url-year")
                     .permitAll()
+
                     // 로그인한 사용자만 가능 IAM
                     .requestMatchers(
                         "/api/user/**",
@@ -94,16 +115,11 @@ public class SecurityConfig {
                         "/api/training-data/label/**",
                         "/api/training-data/review/**")
                     .authenticated()
-                    .anyRequest()
-                    .access(menuAuthorizationManager)
 
-            //                    .authenticated()
-            )
-        .addFilterBefore(
-            jwtAuthenticationFilter,
-            UsernamePasswordAuthenticationFilter
-                .class) // 요청 들어오면 먼저 JWT 토큰 검사 후 security context 에 사용자 정보 저장.
-    ;
+                    // 나머지는 메뉴권한
+                    .anyRequest()
+                    .access(menuAuthorizationManager))
+        .addFilterBefore(jwtAuthenticationFilter, UsernamePasswordAuthenticationFilter.class);
 
     return http.build();
   }
@@ -114,23 +130,18 @@ public class SecurityConfig {
     return configuration.getAuthenticationManager();
   }
 
-  /**
-   * CORS 설정
-   *
-   * @return
-   */
+  /** CORS 설정 */
   @Bean
   public CorsConfigurationSource corsConfigurationSource() {
-    CorsConfiguration config = new CorsConfiguration(); // CORS 객체 생성
-    config.setAllowedOriginPatterns(List.of("*")); // 도메인 허용
+    CorsConfiguration config = new CorsConfiguration();
+    config.setAllowedOriginPatterns(List.of("*"));
     config.setAllowedMethods(List.of("GET", "POST", "PUT", "PATCH", "DELETE", "OPTIONS"));
-    config.setAllowedHeaders(List.of("*")); // 헤더요청 Authorization, Content-Type, X-Custom-Header
-    config.setAllowCredentials(true); // 쿠키, Authorization 헤더, Bearer Token 등 자격증명 포함 요청을 허용할지 설정
+    config.setAllowedHeaders(List.of("*"));
+    config.setAllowCredentials(true);
     config.setExposedHeaders(List.of("Content-Disposition"));
 
     UrlBasedCorsConfigurationSource source = new UrlBasedCorsConfigurationSource();
-    /** "/**" → 모든 API 경로에 대해 이 CORS 규칙을 적용 /api/** 같이 특정 경로만 지정 가능. */
-    source.registerCorsConfiguration("/**", config); // CORS 정책을 등록
+    source.registerCorsConfiguration("/**", config);
     return source;
   }
 

src/main/java/com/kamco/cd/kamcoback/config/WebConfig.java

@@ -2,6 +2,7 @@ package com.kamco.cd.kamcoback.config;
 
 import com.fasterxml.jackson.databind.ObjectMapper;
 import com.fasterxml.jackson.databind.module.SimpleModule;
+import com.kamco.cd.kamcoback.common.download.DownloadPaths;
 import com.kamco.cd.kamcoback.common.utils.geometry.GeometryDeserializer;
 import com.kamco.cd.kamcoback.common.utils.geometry.GeometrySerializer;
 import org.locationtech.jts.geom.Geometry;
@@ -39,9 +40,6 @@ public class WebConfig implements WebMvcConfigurer {
 
   @Override
   public void addInterceptors(InterceptorRegistry registry) {
-    registry
-        .addInterceptor(fileDownloadInteceptor)
-        .addPathPatterns("/api/inference/download/**") // 추론 파일 다운로드
-        .addPathPatterns("/api/training-data/stage/download/**"); // 학습데이터 다운로드
+    registry.addInterceptor(fileDownloadInteceptor).addPathPatterns(DownloadPaths.PATTERNS);
   }
 }

src/main/java/com/kamco/cd/kamcoback/config/api/ApiLogFilter.java

@@ -1,5 +1,6 @@
 package com.kamco.cd.kamcoback.config.api;
 
+import com.kamco.cd.kamcoback.common.download.DownloadPaths;
 import jakarta.servlet.FilterChain;
 import jakarta.servlet.ServletException;
 import jakarta.servlet.http.HttpServletRequest;
@@ -16,6 +17,14 @@ public class ApiLogFilter extends OncePerRequestFilter {
   protected void doFilterInternal(
       HttpServletRequest request, HttpServletResponse response, FilterChain filterChain)
       throws ServletException, IOException {
+
+    String uri = request.getRequestURI();
+
+    if (DownloadPaths.matches(uri)) {
+      filterChain.doFilter(request, response);
+      return;
+    }
+
     ContentCachingRequestWrapper wrappedRequest = new ContentCachingRequestWrapper(request);
 
     ContentCachingResponseWrapper wrappedResponse = new ContentCachingResponseWrapper(response);

src/main/java/com/kamco/cd/kamcoback/config/resttemplate/ExternalHttpClient.java

@@ -1,72 +1,120 @@
 package com.kamco.cd.kamcoback.config.resttemplate;
 
+import com.fasterxml.jackson.databind.ObjectMapper;
+import java.nio.charset.StandardCharsets;
+import java.util.List;
 import lombok.RequiredArgsConstructor;
 import lombok.extern.log4j.Log4j2;
 import org.springframework.http.HttpEntity;
 import org.springframework.http.HttpHeaders;
 import org.springframework.http.HttpMethod;
+import org.springframework.http.MediaType;
 import org.springframework.http.ResponseEntity;
 import org.springframework.stereotype.Component;
-import org.springframework.web.client.HttpClientErrorException;
-import org.springframework.web.client.HttpServerErrorException;
+import org.springframework.web.client.HttpStatusCodeException;
 import org.springframework.web.client.RestTemplate;
 
+@RequiredArgsConstructor
 @Component
 @Log4j2
-@RequiredArgsConstructor
 public class ExternalHttpClient {
 
   private final RestTemplate restTemplate;
+  private final ObjectMapper objectMapper;
 
   public <T> ExternalCallResult<T> call(
       String url, HttpMethod method, Object body, HttpHeaders headers, Class<T> responseType) {
 
-    HttpEntity<Object> entity = new HttpEntity<>(body, headers);
+    // responseType 기반으로 Accept 동적 세팅
+    HttpHeaders resolvedHeaders = resolveHeaders(headers, responseType);
+    logRequestBody(body);
 
-    // 요청 로그
-    log.info("[HTTP-REQ] {} {}", method, url);
-    if (body != null) {
-      log.debug("[HTTP-REQ-BODY] {}", body);
-    }
+    HttpEntity<Object> entity = new HttpEntity<>(body, resolvedHeaders);
 
     try {
+      // String: raw bytes -> UTF-8 string
+      if (responseType == String.class) {
+        ResponseEntity<byte[]> res = restTemplate.exchange(url, method, entity, byte[].class);
+        String raw =
+            (res.getBody() == null) ? null : new String(res.getBody(), StandardCharsets.UTF_8);
+
+        @SuppressWarnings("unchecked")
+        T casted = (T) raw;
+        return new ExternalCallResult<>(res.getStatusCodeValue(), true, casted, null);
+      }
+
+      // byte[]: raw bytes로 받고, JSON이면 에러로 처리
+      if (responseType == byte[].class) {
+        ResponseEntity<byte[]> res = restTemplate.exchange(url, method, entity, byte[].class);
+
+        MediaType ct = res.getHeaders().getContentType();
+        byte[] bytes = res.getBody();
+
+        if (isJsonLike(ct)) {
+          String err = (bytes == null) ? null : new String(bytes, StandardCharsets.UTF_8);
+          return new ExternalCallResult<>(res.getStatusCodeValue(), false, null, err);
+        }
+
+        @SuppressWarnings("unchecked")
+        T casted = (T) bytes;
+        return new ExternalCallResult<>(res.getStatusCodeValue(), true, casted, null);
+      }
+
+      // DTO 등: 일반 역직렬화
       ResponseEntity<T> res = restTemplate.exchange(url, method, entity, responseType);
+      return new ExternalCallResult<>(res.getStatusCodeValue(), true, res.getBody(), null);
 
-      int code = res.getStatusCodeValue();
-
-      // 응답 로그
-      log.info("[HTTP-RES] {} {} -> {}", method, url, code);
-      log.debug("[HTTP-RES-BODY] {}", res.getBody());
-
-      return new ExternalCallResult<>(code, code >= 200 && code < 300, res.getBody());
-
-    } catch (HttpClientErrorException.NotFound e) {
-      log.info("[HTTP-RES] {} {} -> 404 (Not Found)", method, url);
-      log.debug("[HTTP-RES-BODY] {}", e.getResponseBodyAsString());
-
-      return new ExternalCallResult<>(404, false, null);
-
-    } catch (HttpClientErrorException e) {
-      // 기타 4xx
-      log.warn(
-          "[HTTP-ERR] {} {} -> {} body={}",
-          method,
-          url,
-          e.getStatusCode().value(),
-          e.getResponseBodyAsString());
-      throw e;
-
-    } catch (HttpServerErrorException e) {
-      // 5xx
-      log.error(
-          "[HTTP-ERR] {} {} -> {} body={}",
-          method,
-          url,
-          e.getStatusCode().value(),
-          e.getResponseBodyAsString());
-      throw e;
+    } catch (HttpStatusCodeException e) {
+      return new ExternalCallResult<>(
+          e.getStatusCode().value(), false, null, e.getResponseBodyAsString());
     }
   }
 
-  public record ExternalCallResult<T>(int statusCode, boolean success, T body) {}
+  // 기존 resolveJsonHeaders를 "동적"으로 교체
+  private HttpHeaders resolveHeaders(HttpHeaders headers, Class<?> responseType) {
+    // 원본 headers를 그대로 쓰면 외부에서 재사용할 때 사이드이펙트 날 수 있어서 복사 권장
+    HttpHeaders h = (headers == null) ? new HttpHeaders() : new HttpHeaders(headers);
+
+    // 요청 바디 기본은 JSON이라고 가정 (필요하면 호출부에서 덮어쓰기)
+    if (h.getContentType() == null) {
+      h.setContentType(MediaType.APPLICATION_JSON);
+    }
+
+    // 호출부에서 Accept를 명시했으면 존중
+    if (h.getAccept() != null && !h.getAccept().isEmpty()) {
+      return h;
+    }
+
+    // responseType 기반 Accept 자동 지정
+    if (responseType == byte[].class) {
+      h.setAccept(
+          List.of(
+              MediaType.APPLICATION_OCTET_STREAM,
+              MediaType.valueOf("application/zip"),
+              MediaType.APPLICATION_JSON // 실패(JSON 에러 바디) 대비
+              ));
+    } else {
+      h.setAccept(List.of(MediaType.APPLICATION_JSON));
+    }
+
+    return h;
+  }
+
+  private boolean isJsonLike(MediaType ct) {
+    if (ct == null) return false;
+    return ct.includes(MediaType.APPLICATION_JSON)
+        || "application/problem+json".equalsIgnoreCase(ct.toString());
+  }
+
+  private void logRequestBody(Object body) {
+    try {
+      if (body != null) {
+        log.info("[HTTP-REQ-BODY-JSON] {}", objectMapper.writeValueAsString(body));
+      }
+    } catch (Exception e) {
+      log.warn("[HTTP-REQ-BODY-JSON] serialize failed: {}", e.getMessage());
+    }
+  }
+
+  public record ExternalCallResult<T>(int statusCode, boolean success, T body, String errBody) {}
 }

src/main/java/com/kamco/cd/kamcoback/config/resttemplate/RestTemplateConfig.java

@@ -4,6 +4,7 @@ import lombok.extern.log4j.Log4j2;
 import org.springframework.boot.web.client.RestTemplateBuilder;
 import org.springframework.context.annotation.Bean;
 import org.springframework.context.annotation.Configuration;
+import org.springframework.http.client.BufferingClientHttpRequestFactory;
 import org.springframework.http.client.SimpleClientHttpRequestFactory;
 import org.springframework.web.client.RestTemplate;
 
@@ -13,10 +14,20 @@ public class RestTemplateConfig {
 
   @Bean
   public RestTemplate restTemplate(RestTemplateBuilder builder) {
-    SimpleClientHttpRequestFactory f = new SimpleClientHttpRequestFactory();
-    f.setConnectTimeout(2000);
-    f.setReadTimeout(3000);
+    SimpleClientHttpRequestFactory baseFactory = new SimpleClientHttpRequestFactory();
+    baseFactory.setConnectTimeout(2000);
+    baseFactory.setReadTimeout(3000);
 
-    return builder.requestFactory(() -> f).additionalInterceptors(new RetryInterceptor()).build();
+    RestTemplate rt =
+        builder
+            .requestFactory(() -> new BufferingClientHttpRequestFactory(baseFactory))
+            .additionalInterceptors(new RetryInterceptor())
+            .build();
+
+    // byte[] 응답은 무조건 raw로 읽게 강제 (Jackson이 끼어들 여지 제거)
+    rt.getMessageConverters()
+        .add(0, new org.springframework.http.converter.ByteArrayHttpMessageConverter());
+
+    return rt;
   }
 }

src/main/java/com/kamco/cd/kamcoback/config/resttemplate/RetryInterceptor.java

@@ -1,12 +1,15 @@
 package com.kamco.cd.kamcoback.config.resttemplate;
 
 import java.io.IOException;
+import java.nio.charset.StandardCharsets;
 import java.util.concurrent.TimeUnit;
+import lombok.extern.log4j.Log4j2;
 import org.springframework.http.HttpRequest;
 import org.springframework.http.client.ClientHttpRequestExecution;
 import org.springframework.http.client.ClientHttpRequestInterceptor;
 import org.springframework.http.client.ClientHttpResponse;
 
+@Log4j2
 public class RetryInterceptor implements ClientHttpRequestInterceptor {
 
   private static final int MAX_RETRY = 3;
@@ -20,21 +23,25 @@ public class RetryInterceptor implements ClientHttpRequestInterceptor {
 
     for (int attempt = 1; attempt <= MAX_RETRY; attempt++) {
       try {
-        // HTTP 응답을 받으면(2xx/4xx/5xx 포함) 그대로 반환
-        return execution.execute(request, body);
+        log.info("[WIRE-REQ] {} {}", request.getMethod(), request.getURI());
+        log.info("[WIRE-REQ-HEADERS] {}", request.getHeaders());
+        log.info("[WIRE-REQ-BODY] {}", new String(body, StandardCharsets.UTF_8));
+
+        ClientHttpResponse response = execution.execute(request, body);
+
+        log.info("[WIRE-RES-STATUS] {}", response.getStatusCode());
+        return response;
 
       } catch (IOException e) {
-        // 네트워크/타임아웃 등 I/O 예외만 재시도
         lastException = e;
+        log.error("[WIRE-IO-ERR] attempt={} msg={}", attempt, e.getMessage(), e);
       }
 
-      // 마지막 시도가 아니면 대기
       if (attempt < MAX_RETRY) {
         sleep();
       }
     }
 
-    //  마지막 예외를 그대로 던져서 원인이 로그에 남게 함
     throw lastException;
   }
 

src/main/java/com/kamco/cd/kamcoback/config/swagger/SwaggerConfig.java

@@ -1,4 +1,4 @@
-package com.kamco.cd.kamcoback.config;
+package com.kamco.cd.kamcoback.config.swagger;
 
 import io.swagger.v3.oas.annotations.enums.SecuritySchemeType;
 import io.swagger.v3.oas.annotations.security.SecurityScheme;

src/main/java/com/kamco/cd/kamcoback/config/swagger/SwaggerUiAutoAuthConfig.java

@@ -0,0 +1,97 @@
+package com.kamco.cd.kamcoback.config.swagger;
+
+import jakarta.servlet.http.HttpServletRequest;
+import java.nio.charset.StandardCharsets;
+import org.springdoc.core.properties.SwaggerUiConfigProperties;
+import org.springdoc.core.properties.SwaggerUiOAuthProperties;
+import org.springdoc.core.providers.ObjectMapperProvider;
+import org.springdoc.webmvc.ui.SwaggerIndexPageTransformer;
+import org.springdoc.webmvc.ui.SwaggerIndexTransformer;
+import org.springdoc.webmvc.ui.SwaggerWelcomeCommon;
+import org.springframework.context.annotation.Bean;
+import org.springframework.context.annotation.Configuration;
+import org.springframework.context.annotation.Primary;
+import org.springframework.context.annotation.Profile;
+import org.springframework.core.io.Resource;
+import org.springframework.web.servlet.resource.ResourceTransformerChain;
+import org.springframework.web.servlet.resource.TransformedResource;
+
+@Profile({"local", "dev"})
+@Configuration
+public class SwaggerUiAutoAuthConfig {
+
+  @Bean
+  @Primary
+  public SwaggerIndexTransformer swaggerIndexTransformer(
+      SwaggerUiConfigProperties swaggerUiConfigProperties,
+      SwaggerUiOAuthProperties swaggerUiOAuthProperties,
+      SwaggerWelcomeCommon swaggerWelcomeCommon,
+      ObjectMapperProvider objectMapperProvider) {
+
+    SwaggerIndexPageTransformer delegate =
+        new SwaggerIndexPageTransformer(
+            swaggerUiConfigProperties,
+            swaggerUiOAuthProperties,
+            swaggerWelcomeCommon,
+            objectMapperProvider);
+
+    return new SwaggerIndexTransformer() {
+      private static final String TOKEN_KEY = "SWAGGER_ACCESS_TOKEN";
+
+      @Override
+      public Resource transform(
+          HttpServletRequest request, Resource resource, ResourceTransformerChain chain) {
+        try {
+          // 1) springdoc 기본 변환 먼저 적용
+          Resource transformed = delegate.transform(request, resource, chain);
+
+          String html =
+              new String(transformed.getInputStream().readAllBytes(), StandardCharsets.UTF_8);
+
+          String loginPathContains = "/api/auth/signin";
+
+          String inject =
+              """
+                      tagsSorter: (a, b) => {
+                              const TOP = '인증(Auth)';
+                              if (a === TOP && b !== TOP) return -1;
+                              if (b === TOP && a !== TOP) return 1;
+                              return a.localeCompare(b);
+                            },
+                    requestInterceptor: (req) => {
+                      const token = localStorage.getItem('%s');
+                      if (token) {
+                        req.headers = req.headers || {};
+                        req.headers['Authorization'] = 'Bearer ' + token;
+                      }
+                      return req;
+                    },
+                    responseInterceptor: async (res) => {
+                      try {
+                        const isLogin = (res?.url?.includes('%s') && res?.status === 200);
+                        if (isLogin) {
+                          const text = (typeof res.data === 'string') ? res.data : JSON.stringify(res.data);
+                          const json = JSON.parse(text);
+                          const token = json?.data?.accessToken;
+
+                          if (token) {
+                            localStorage.setItem('%s', token);
+                          }
+                        }
+                      } catch (e) {}
+                      return res;
+                    },
+                  """
+                  .formatted(TOKEN_KEY, loginPathContains, TOKEN_KEY);
+
+          html = html.replace("SwaggerUIBundle({", "SwaggerUIBundle({\n" + inject);
+
+          return new TransformedResource(transformed, html.getBytes(StandardCharsets.UTF_8));
+        } catch (Exception e) {
+          // 실패 시 원본 반환(문서 깨짐 방지)
+          return resource;
+        }
+      }
+    };
+  }
+}

src/main/java/com/kamco/cd/kamcoback/gukyuin/GukYuinApiController.java

@@ -1,15 +1,21 @@
 package com.kamco.cd.kamcoback.gukyuin;
 
 import com.kamco.cd.kamcoback.config.api.ApiResponseDto;
+import com.kamco.cd.kamcoback.config.api.ApiResponseDto.ResponseObj;
 import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectContDto;
 import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto;
 import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.ChnDetectMastReqDto;
 import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.ChngDetectMastSearchDto;
-import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.ResReturn;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.LabelSendDto;
 import com.kamco.cd.kamcoback.gukyuin.dto.DetectMastDto.Basic;
 import com.kamco.cd.kamcoback.gukyuin.dto.DetectMastDto.DetectMastReq;
 import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinDto.GukYuinLinkableRes;
 import com.kamco.cd.kamcoback.gukyuin.service.GukYuinApiService;
+import com.kamco.cd.kamcoback.scheduler.service.GukYuinApiLabelJobService;
+import com.kamco.cd.kamcoback.scheduler.service.GukYuinApiPnuJobService;
+import com.kamco.cd.kamcoback.scheduler.service.GukYuinApiStatusJobService;
+import com.kamco.cd.kamcoback.scheduler.service.GukYuinApiStbltJobService;
+import io.swagger.v3.oas.annotations.Hidden;
 import io.swagger.v3.oas.annotations.Operation;
 import io.swagger.v3.oas.annotations.Parameter;
 import io.swagger.v3.oas.annotations.media.Content;
@@ -18,6 +24,8 @@ 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.time.LocalDate;
+import java.util.List;
 import java.util.UUID;
 import lombok.RequiredArgsConstructor;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -35,6 +43,10 @@ import org.springframework.web.bind.annotation.RestController;
 public class GukYuinApiController {
 
   private final GukYuinApiService gukYuinApiService;
+  private final GukYuinApiPnuJobService gukYuinApiPnuJobService;
+  private final GukYuinApiStatusJobService gukYuinApiStatusJobService;
+  private final GukYuinApiLabelJobService gukYuinApiLabelJobService;
+  private final GukYuinApiStbltJobService gukYuinApiStbltJobService;
 
   /** 탐지결과 등록 */
   @Operation(summary = "탐지결과 등록", description = "탐지결과 등록")
@@ -51,7 +63,7 @@ public class GukYuinApiController {
         @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
       })
   @PostMapping("/chn/mast/regist")
-  public ApiResponseDto<ChngDetectMastDto.Basic> regist(
+  public ApiResponseDto<ChngDetectMastDto.RegistResDto> regist(
       @RequestBody @Valid ChngDetectMastDto.ChnDetectMastReqDto chnDetectMastReq) {
     return ApiResponseDto.ok(gukYuinApiService.regist(chnDetectMastReq));
   }
@@ -70,7 +82,7 @@ public class GukYuinApiController {
         @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
       })
   @PostMapping("/chn/mast/remove")
-  public ApiResponseDto<ResReturn> remove(
+  public ApiResponseDto<ChngDetectMastDto.RemoveResDto> remove(
       @RequestBody @Valid ChngDetectMastDto.ChnDetectMastReqDto chnDetectMastReq) {
     return ApiResponseDto.ok(gukYuinApiService.remove(chnDetectMastReq));
   }
@@ -133,9 +145,9 @@ public class GukYuinApiController {
         @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
         @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
       })
-  public ApiResponseDto<ChngDetectMastDto.ResultDto> selectChangeDetectionList(
+  public ApiResponseDto<ChngDetectMastDto.ResultDto> selectChangeDetectionDetail(
       @PathVariable String chnDtctMstId) {
-    return ApiResponseDto.ok(gukYuinApiService.list(chnDtctMstId));
+    return ApiResponseDto.ok(gukYuinApiService.detail(chnDtctMstId));
   }
 
   @Operation(summary = "국유in연동 가능여부 확인", description = "국유in연동 가능여부 확인")
@@ -183,6 +195,29 @@ public class GukYuinApiController {
     return ApiResponseDto.ok(gukYuinApiService.findChnContList(chnDtctId, pageIndex, pageSize));
   }
 
+  @Operation(summary = "탐지객체 조회 (탐지객체 1건 조회)", description = "탐지객체 조회 (탐지객체 1건 조회)")
+  @GetMapping("/chn/cont/{chnDtctId}/objt/{chnDtctObjtId}")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "200",
+            description = "목록 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema = @Schema(implementation = Basic.class))),
+        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  public ApiResponseDto<ChngDetectContDto.ResultContDto> findChnPnuToContObject(
+      @PathVariable String chnDtctId,
+      @PathVariable String chnDtctObjtId,
+      @RequestParam(defaultValue = "0") Integer pageIndex,
+      @RequestParam(defaultValue = "10") Integer pageSize) {
+    return ApiResponseDto.ok(
+        gukYuinApiService.findChnPnuToContObject(chnDtctId, chnDtctObjtId, pageIndex, pageSize));
+  }
+
   @Operation(summary = "탐지객체 조회 (PNU에 해당하는 탐지객체)", description = "탐지객체 조회 (PNU에 해당하는 탐지객체)")
   @GetMapping("/chn/cont/{chnDtctId}/pnu/{pnu}")
   @ApiResponses(
@@ -235,8 +270,96 @@ public class GukYuinApiController {
         @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
       })
   @PostMapping("/rlb/objt/{chnDtctObjtId}/lbl/{lblYn}")
-  public ApiResponseDto<ResReturn> updateChnDtctObjtLabelingYn(
+  public ApiResponseDto<ChngDetectContDto.ResultLabelDto> updateChnDtctObjtLabelingYn(
       @PathVariable String chnDtctObjtId, @PathVariable String lblYn) {
     return ApiResponseDto.ok(gukYuinApiService.updateChnDtctObjtLabelingYn(chnDtctObjtId, lblYn));
   }
+
+  @Operation(summary = "국유in연동 등록", description = "국유in연동 등록")
+  @PostMapping("/mast/reg/{uuid}")
+  public ApiResponseDto<ResponseObj> connectChnMastRegist(
+      @Parameter(description = "uuid", example = "7a593d0e-76a8-4b50-8978-9af1fbe871af")
+          @PathVariable
+          UUID uuid) {
+    return ApiResponseDto.okObject(gukYuinApiService.connectChnMastRegist(uuid));
+  }
+
+  @Operation(summary = "라벨 전송 완료 리스트", description = "라벨 전송 완료 리스트")
+  @GetMapping("/label/send-list")
+  public ApiResponseDto<List<LabelSendDto>> findLabelingCompleteSendList(
+      @Parameter(description = "어제 날짜", example = "2026-01-29") LocalDate yesterday) {
+    return ApiResponseDto.ok(gukYuinApiService.findLabelingCompleteSendList(yesterday));
+  }
+
+  @Operation(summary = "탐지객체 적합여부 조회 (리스트조회)", description = "탐지객체 적합여부 조회 (리스트조회)")
+  @GetMapping("/rlb/dtct/{chnDtctId}")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "200",
+            description = "목록 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema = @Schema(implementation = Basic.class))),
+        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  public ApiResponseDto<ChngDetectMastDto.RlbDtctDto> findRlbDtctList(
+      @PathVariable String chnDtctId,
+      @Parameter(description = "날짜(기본은 어제 날짜)") @RequestParam(defaultValue = "20260205")
+          String yyyymmdd) {
+    return ApiResponseDto.ok(gukYuinApiService.findRlbDtctList(chnDtctId, yyyymmdd));
+  }
+
+  @Operation(summary = "탐지객체 적합여부 조회 (객체별 조회)", description = "탐지객체 적합여부 조회 (객체별 조회)")
+  @GetMapping("/rlb/objt/{chnDtctObjtId}")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "200",
+            description = "목록 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema = @Schema(implementation = Basic.class))),
+        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  public ApiResponseDto<ChngDetectMastDto.RlbDtctDto> findRlbDtctObject(
+      @PathVariable String chnDtctObjtId) {
+    return ApiResponseDto.ok(gukYuinApiService.findRlbDtctObject(chnDtctObjtId));
+  }
+
+  @Hidden
+  @Operation(summary = "job test pnu", description = "job test pnu")
+  @GetMapping("/job-test/pnu")
+  public ApiResponseDto<Void> findGukYuinContListPnuUpdate() {
+    gukYuinApiPnuJobService.findGukYuinContListPnuUpdate();
+    return ApiResponseDto.ok(null);
+  }
+
+  @Hidden
+  @Operation(summary = "job test status", description = "job test status")
+  @GetMapping("/job-test/status")
+  public ApiResponseDto<Void> findGukYuinMastCompleteYn() {
+    gukYuinApiStatusJobService.findGukYuinMastCompleteYn();
+    return ApiResponseDto.ok(null);
+  }
+
+  @Hidden
+  @Operation(summary = "job test label", description = "job test label")
+  @GetMapping("/job-test/label")
+  public ApiResponseDto<Void> findLabelingCompleteSend() {
+    gukYuinApiLabelJobService.findLabelingCompleteSend();
+    return ApiResponseDto.ok(null);
+  }
+
+  @Hidden
+  @Operation(summary = "job test stblt", description = "job test stblt")
+  @GetMapping("/job-test/stblt")
+  public ApiResponseDto<Void> findGukYuinEligibleForSurvey() {
+    gukYuinApiStbltJobService.findGukYuinEligibleForSurvey();
+    return ApiResponseDto.ok(null);
+  }
 }

src/main/java/com/kamco/cd/kamcoback/gukyuin/dto/ChngDetectContDto.java

@@ -114,4 +114,38 @@ public class ChngDetectContDto {
     private List<DtoPnuDetectMpng> result;
     private Boolean success;
   }
+
+  @Schema(name = "ResultLabelDto", description = "ResultLabelDto list 리턴 형태")
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class ResultLabelDto {
+
+    private Integer code;
+    private String message;
+    private DtoPnuDetectMpng result;
+    private Boolean success;
+  }
+
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class ReqInfo {
+
+    private String reqIp;
+    private String reqEpno;
+  }
+
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class StbltResult {
+
+    private String stbltYn;
+    private String incyCd;
+    private String incyCmnt;
+  }
 }

src/main/java/com/kamco/cd/kamcoback/gukyuin/dto/ChngDetectMastDto.java

@@ -1,6 +1,7 @@
 package com.kamco.cd.kamcoback.gukyuin.dto;
 
 import io.swagger.v3.oas.annotations.media.Schema;
+import java.time.ZonedDateTime;
 import java.util.List;
 import lombok.AllArgsConstructor;
 import lombok.Getter;
@@ -66,13 +67,30 @@ public class ChngDetectMastDto {
   @AllArgsConstructor
   public static class ChnDetectMastReqDto {
 
-    private String cprsYr; // 비교년도 2023
-    private String crtrYr; // 기준년도 2024
-    private String chnDtctSno; // 차수 (1 | 2 | ...)
-    private String chnDtctId; // 탐지아이디. UUID를 기반으로 '-'를 제거하고 대문자/숫자로 구성
-    private String pathNm; // 탐지결과 절대경로명 /kamco_nas/export/{chnDtctId}
-    private String reqEpno; // 사원번호
-    private String reqIp; // 사원아이피
+    @Schema(description = "비교년도", example = "2023")
+    private String cprsYr;
+
+    @Schema(description = "기준년도", example = "2024")
+    private String crtrYr;
+
+    @Schema(description = "차수", example = "1")
+    private String chnDtctSno;
+
+    @Schema(
+        description = "탐지아이디, UUID를 기반으로 '-'를 제거하고 대문자/숫자로 구성",
+        example = "D5F192EC76D34F6592035BE63A84F591")
+    private String chnDtctId;
+
+    @Schema(
+        description = "탐지결과 절대경로명 /kamco_nas/export/{chnDtctId}",
+        example = "/kamco-nfs/dataset/export/D5F192EC76D34F6592035BE63A84F591")
+    private String pathNm;
+
+    @Schema(description = "사원번호", example = "123456")
+    private String reqEpno;
+
+    @Schema(description = "사원아이피", example = "127.0.0.1")
+    private String reqIp;
   }
 
   @Getter
@@ -158,4 +176,129 @@ public class ChngDetectMastDto {
     private List<Basic> result;
     private Boolean success;
   }
+
+  @Schema(name = "RegistResDto", description = "reg 등록 후 리턴 형태")
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class RegistResDto {
+
+    private Integer code;
+    private String message;
+    private Basic result;
+    private Boolean success;
+  }
+
+  @Schema(name = "LearnKeyDto", description = "learn 엔티티 key 정보")
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class LearnKeyDto {
+
+    private Long id;
+    private String uid;
+    private String chnDtctMstId;
+  }
+
+  @Schema(name = "LabelSendDto", description = "라벨링 전송한 목록")
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class LabelSendDto {
+
+    private String chnDtctObjtId;
+    private String labelerId;
+    private ZonedDateTime labelerWorkDttm;
+    private String reviewerId;
+    private ZonedDateTime reviewerWorkDttm;
+    private ZonedDateTime labelSendDttm;
+  }
+
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class ErrorResDto {
+
+    private String timestamp;
+    private Integer status;
+    private String error;
+    private String path;
+  }
+
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class RlbDtctDto {
+
+    private Integer code;
+    private String message;
+    private List<RlbDtctMastDto> result;
+    private Boolean success;
+  }
+
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class RlbDtctMastDto {
+
+    private String pnuDtctId; // PNU탐지ID
+    private String pnu; // PNU코드(19자리)
+    private String lrmSyncYmd; // 지적도동기화일자(YYYYMMDD)
+    private String pnuSyncYmd; // PNU동기화일자(YYYYMMDD)
+    private String mpqdNo; // 도곽번호
+    private String cprsYr; // 비교년도
+    private String crtrYr; // 기준년도
+    private String chnDtctSno; // 회차, 변화탐지순번
+    private String chnDtctId; // 변화탐지ID(UUID)
+
+    private String chnDtctMstId; // 변화탐지마스터ID
+    private String chnDtctObjtId; // 변화탐지객체ID
+    private String chnDtctContId; // 변화탐지내용ID
+    private String chnCd; // 변화코드
+    private String chnDtctProb; // 변화탐지정확도(0~1)
+
+    private String bfClsCd; // 이전분류코드
+    private String bfClsProb; // 이전분류정확도(0~1)
+    private String afClsCd; // 이후분류코드
+    private String afClsProb; // 이후분류정확도(0~1)
+
+    private String pnuSqms; // PNU면적(㎡)
+    private String pnuDtctSqms; // PNU탐지면적(㎡)
+    private String chnDtctSqms; // 변화탐지면적(㎡)
+    private String stbltYn; // 적합여부(Y/N) - 안정성 (Y:부적합, N:적합)
+    private String incyCd; // 부적합코드
+    private String incyRsnCont; // 부적합사유내용
+    private String lockYn; // 잠금여부(Y/N)
+    private String lblYn; // 라벨여부(Y/N)
+    private String chgYn; // 변경여부(Y/N)
+    private String rsatctNo; // 부동산등기번호
+    private String rmk; // 비고
+
+    private String crtDt; // 생성일시
+    private String crtEpno; // 생성사원번호
+    private String crtIp; // 생성사원아이피
+    private String chgDt; // 변경일시
+    private String chgEpno; // 변경자사번
+    private String chgIp; // 변경자IP
+    private String delYn; // 삭제여부
+  }
+
+  @Schema(name = "RemoveResDto", description = "remove 후 리턴 형태")
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class RemoveResDto {
+
+    private Integer code;
+    private String message;
+    private Boolean result;
+    private Boolean success;
+  }
 }

src/main/java/com/kamco/cd/kamcoback/gukyuin/dto/GukYuinDto.java

@@ -1,21 +1,13 @@
 package com.kamco.cd.kamcoback.gukyuin.dto;
 
 import com.kamco.cd.kamcoback.common.utils.enums.EnumType;
+import java.util.UUID;
 import lombok.AllArgsConstructor;
 import lombok.Getter;
 import lombok.Setter;
 
 public class GukYuinDto {
 
-  @Getter
-  @Setter
-  public static class GukYuinLinkableRes {
-
-    private boolean linkable;
-    //    private GukYuinLinkFailCode code;
-    private String message;
-  }
-
   /** 실패 코드 enum */
   @Getter
   @AllArgsConstructor
@@ -39,10 +31,47 @@ public class GukYuinDto {
     }
   }
 
+  @Getter
+  @Setter
+  public static class GukYuinLinkableRes {
+
+    private boolean linkable;
+    //    private GukYuinLinkFailCode code;
+    private String message;
+  }
+
   // Repository가 반환할 Fact(조회 결과)
   public record GukYuinLinkFacts(
       boolean existsLearn,
       boolean isPartScope,
       boolean hasRunningInference,
       boolean hasOtherUnfinishedGukYuin) {}
+
+  @Getter
+  @Setter
+  @AllArgsConstructor
+  public static class LearnInfo {
+
+    private Long id;
+    private UUID uuid;
+    private Integer compareYyyy;
+    private Integer targetYyyy;
+    private Integer stage;
+    private String uid;
+    private String applyStatus;
+    private Boolean applyYn;
+
+    public Boolean getApplyYn() {
+      return this.applyYn != null && this.applyYn;
+    }
+  }
+
+  @Getter
+  @Setter
+  @AllArgsConstructor
+  public static class GeomUidDto {
+
+    private Long geoUid;
+    private String resultUid;
+  }
 }

src/main/java/com/kamco/cd/kamcoback/gukyuin/dto/GukYuinStatus.java

@@ -11,6 +11,8 @@ public enum GukYuinStatus implements EnumType {
   IN_PROGRESS("진행중"),
   GUK_COMPLETED("국유인 매핑 완료"),
   PNU_COMPLETED("PNU 싱크 완료"),
+  PNU_FAILED("PNU 싱크 중 에러"),
+  END("종료"),
   CANCELED("취소");
 
   private final String desc;

src/main/java/com/kamco/cd/kamcoback/gukyuin/service/GukYuinApiService.java

@@ -1,29 +1,50 @@
 package com.kamco.cd.kamcoback.gukyuin.service;
 
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.fasterxml.jackson.databind.ObjectMapper;
 import com.kamco.cd.kamcoback.common.utils.NetUtils;
+import com.kamco.cd.kamcoback.common.utils.UserUtil;
+import com.kamco.cd.kamcoback.config.api.ApiLogFunction;
+import com.kamco.cd.kamcoback.config.api.ApiResponseDto.ApiResponseCode;
+import com.kamco.cd.kamcoback.config.api.ApiResponseDto.ResponseObj;
 import com.kamco.cd.kamcoback.config.resttemplate.ExternalHttpClient;
 import com.kamco.cd.kamcoback.config.resttemplate.ExternalHttpClient.ExternalCallResult;
 import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectContDto;
 import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectContDto.ContBasic;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectContDto.ReqInfo;
 import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectContDto.ResultContDto;
 import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectContDto.ResultPnuDto;
 import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto;
-import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.ResReturn;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.ChnDetectMastReqDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.ErrorResDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.LabelSendDto;
 import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.ResultDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.RlbDtctDto;
 import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinDto.GukYuinLinkFacts;
 import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinDto.GukYuinLinkFailCode;
 import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinDto.GukYuinLinkableRes;
+import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinDto.LearnInfo;
+import com.kamco.cd.kamcoback.log.dto.EventStatus;
+import com.kamco.cd.kamcoback.log.dto.EventType;
 import com.kamco.cd.kamcoback.postgres.core.GukYuinCoreService;
+import com.kamco.cd.kamcoback.postgres.entity.AuditLogEntity;
+import com.kamco.cd.kamcoback.postgres.repository.log.AuditLogRepository;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.time.LocalDate;
 import java.util.List;
 import java.util.UUID;
 import lombok.RequiredArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
 import org.springframework.beans.factory.annotation.Value;
 import org.springframework.http.HttpMethod;
 import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Propagation;
 import org.springframework.transaction.annotation.Transactional;
 
+@Slf4j
 @Service
-@Transactional(readOnly = true)
+@Transactional
 @RequiredArgsConstructor
 public class GukYuinApiService {
 
@@ -31,6 +52,11 @@ public class GukYuinApiService {
   private final ExternalHttpClient externalHttpClient;
   private final NetUtils netUtils = new NetUtils();
 
+  private final UserUtil userUtil;
+  private final AuditLogRepository auditLogRepository;
+  private final ObjectMapper objectMapper;
+  private final String myip = netUtils.getLocalIP();
+
   @Value("${spring.profiles.active:local}")
   private String profile;
 
@@ -40,74 +66,157 @@ public class GukYuinApiService {
   @Value("${gukyuin.cdi}")
   private String gukyuinCdiUrl;
 
+  @Value("${file.dataset-dir}")
+  private String datasetDir;
+
   @Transactional
-  public ChngDetectMastDto.Basic regist(ChngDetectMastDto.ChnDetectMastReqDto chnDetectMastReq) {
+  public ChngDetectMastDto.RegistResDto regist(
+      ChngDetectMastDto.ChnDetectMastReqDto chnDetectMastReq) {
 
     String url = gukyuinCdiUrl + "/chn/mast/regist";
 
-    String myip = netUtils.getLocalIP();
     chnDetectMastReq.setReqIp(myip);
-    chnDetectMastReq.setReqEpno("1234567"); // TODO
+    chnDetectMastReq.setReqEpno(userUtil.getEmployeeNo());
 
-    ExternalCallResult<ChngDetectMastDto.Basic> result =
+    ExternalCallResult<ChngDetectMastDto.RegistResDto> result =
         externalHttpClient.call(
             url,
             HttpMethod.POST,
             chnDetectMastReq,
             netUtils.jsonHeaders(),
-            ChngDetectMastDto.Basic.class);
+            ChngDetectMastDto.RegistResDto.class);
 
-    ChngDetectMastDto.Basic resultBody = result.body();
-    gukyuinCoreService.updateGukYuinMastRegResult(resultBody);
+    ChngDetectMastDto.RegistResDto resultBody = result.body();
+    boolean success = false;
+    if (resultBody != null && resultBody.getSuccess() != null) {
+      ChngDetectMastDto.Basic registRes = resultBody.getResult();
+
+      success = resultBody.getSuccess();
+
+      // 이미 등록한 경우에는 result가 없음
+      if (resultBody.getResult() == null) {
+        return resultBody;
+      }
+
+      // 추론 회차에 applyStatus, applyStatusDttm 업데이트
+      gukyuinCoreService.updateGukYuinMastRegResult(registRes);
+
+      // anal_inference 에도 국유인 반영여부, applyDttm 업데이트
+      gukyuinCoreService.updateAnalInferenceApplyDttm(registRes);
+    } else {
+      String errBody = result.errBody();
+      ErrorResDto error = null;
+      try {
+        error = objectMapper.readValue(errBody, ErrorResDto.class);
+        return new ChngDetectMastDto.RegistResDto(error.getStatus(), error.getError(), null, false);
+      } catch (JsonProcessingException e) {
+        log.error("에러 응답 파싱 실패. rawBody={}", errBody, e);
+        return new ChngDetectMastDto.RegistResDto(
+            result.statusCode(), // HTTP status
+            errBody, // 원문 그대로
+            null,
+            false);
+      }
+    }
+
+    this.insertGukyuinAuditLog(
+        EventType.ADDED.getId(),
+        myip,
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        chnDetectMastReq,
+        success);
 
     return resultBody;
   }
 
   @Transactional
-  public ResReturn remove(ChngDetectMastDto.ChnDetectMastReqDto chnDetectMastReq) {
+  public ChngDetectMastDto.RemoveResDto remove(
+      ChngDetectMastDto.ChnDetectMastReqDto chnDetectMastReq) {
     String url = gukyuinCdiUrl + "/chn/mast/remove";
 
-    String myip = netUtils.getLocalIP();
     chnDetectMastReq.setReqIp(myip);
-    chnDetectMastReq.setReqEpno("1234567"); // TODO
+    chnDetectMastReq.setReqEpno(userUtil.getEmployeeNo());
 
-    ExternalCallResult<ChngDetectMastDto.Basic> result =
+    boolean success = false;
+    ExternalCallResult<ChngDetectMastDto.RemoveResDto> result =
         externalHttpClient.call(
             url,
             HttpMethod.POST,
             chnDetectMastReq,
             netUtils.jsonHeaders(),
-            ChngDetectMastDto.Basic.class);
+            ChngDetectMastDto.RemoveResDto.class);
 
-    ChngDetectMastDto.Basic resultBody = result.body();
-    gukyuinCoreService.updateGukYuinMastRegRemove(resultBody);
+    ChngDetectMastDto.RemoveResDto resultBody = result.body();
+    if (resultBody != null && resultBody.getSuccess() != null) {
 
-    return new ResReturn("success", "탐지결과 삭제 되었습니다.");
+      success = resultBody.getSuccess();
+      if (resultBody.getSuccess()) {
+        gukyuinCoreService.updateGukYuinMastRegRemove(chnDetectMastReq.getChnDtctId());
+      }
+    }
+
+    this.insertGukyuinAuditLog(
+        EventType.REMOVE.getId(),
+        myip,
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        chnDetectMastReq,
+        success);
+
+    return resultBody;
   }
 
   // 등록목록 1개 확인
-  public ChngDetectMastDto.ResultDto list(String chnDtctMstId) {
+  public ChngDetectMastDto.ResultDto detail(String chnDtctMstId) {
 
-    String url = gukyuinCdiUrl + "/chn/mast/list/" + chnDtctMstId;
+    String url =
+        gukyuinCdiUrl
+            + "/chn/mast/list/"
+            + chnDtctMstId
+            + "?reqIp="
+            + myip
+            + "&reqEpno="
+            + userUtil.getEmployeeNo();
 
     ExternalCallResult<ChngDetectMastDto.ResultDto> result =
         externalHttpClient.call(
             url, HttpMethod.GET, null, netUtils.jsonHeaders(), ChngDetectMastDto.ResultDto.class);
 
+    this.insertGukyuinAuditLog(
+        EventType.DETAIL.getId(),
+        netUtils.getLocalIP(),
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        null,
+        result.body().getSuccess());
     return result.body();
   }
 
   // 등록목록 비교년도,기준년도,차수 조합해서 n개 확인
   public ChngDetectMastDto.ResultDto listYearStage(
       ChngDetectMastDto.ChngDetectMastSearchDto searchDto) {
-
     String queryString = netUtils.dtoToQueryString(searchDto, null);
-    String url = gukyuinCdiUrl + "/chn/mast" + queryString;
+    String url =
+        gukyuinCdiUrl
+            + "/chn/mast"
+            + queryString
+            + "&reqIp="
+            + myip
+            + "&reqEpno="
+            + userUtil.getEmployeeNo();
 
     ExternalCallResult<ChngDetectMastDto.ResultDto> result =
         externalHttpClient.call(
             url, HttpMethod.GET, null, netUtils.jsonHeaders(), ChngDetectMastDto.ResultDto.class);
 
+    this.insertGukyuinAuditLog(
+        EventType.LIST.getId(),
+        netUtils.getLocalIP(),
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        null,
+        result.body().getSuccess());
     return result.body();
   }
 
@@ -159,7 +268,11 @@ public class GukYuinApiService {
             + "?pageIndex="
             + pageIndex
             + "&pageSize="
-            + pageSize;
+            + pageSize
+            + "&reqIp="
+            + myip
+            + "&reqEpno="
+            + userUtil.getEmployeeNo();
 
     ExternalCallResult<ChngDetectContDto.ResultContDto> result =
         externalHttpClient.call(
@@ -171,28 +284,35 @@ public class GukYuinApiService {
 
     List<ContBasic> contList = result.body().getResult();
     if (contList == null || contList.isEmpty()) {
-      return new ResultContDto();
+      return new ResultContDto(
+          result.body().getCode(),
+          result.body().getMessage(),
+          result.body().getResult(),
+          result.body().getSuccess());
     }
 
-    for (ContBasic cont : contList) {
-      String[] pnuList = cont.getPnuList();
-      long pnuCnt = pnuList == null ? 0 : pnuList.length;
-      if (cont.getChnDtctObjtId() != null) {
-        gukyuinCoreService.updateInferenceGeomDataPnuCnt(cont.getChnDtctObjtId(), pnuCnt);
-
-        if (pnuCnt > 0) {
-          Long geoUid =
-              gukyuinCoreService.findMapSheetAnalDataInferenceGeomUid(cont.getChnDtctObjtId());
-          gukyuinCoreService.insertGeoUidPnuData(geoUid, pnuList);
-        }
-      }
-    }
+    this.insertGukyuinAuditLog(
+        EventType.LIST.getId(),
+        netUtils.getLocalIP(),
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        null,
+        result.body().getSuccess());
 
     return result.body();
   }
 
   public ResultPnuDto findPnuObjMgmtList(String chnDtctId, String chnDtctObjtId) {
-    String url = gukyuinCdiUrl + "/chn/pnu/" + chnDtctId + "/objt/" + chnDtctObjtId;
+    String url =
+        gukyuinCdiUrl
+            + "/chn/pnu/"
+            + chnDtctId
+            + "/objt/"
+            + chnDtctObjtId
+            + "?reqIp="
+            + myip
+            + "&reqEpno="
+            + userUtil.getEmployeeNo();
 
     ExternalCallResult<ChngDetectContDto.ResultPnuDto> result =
         externalHttpClient.call(
@@ -202,27 +322,56 @@ public class GukYuinApiService {
             netUtils.jsonHeaders(),
             ChngDetectContDto.ResultPnuDto.class);
 
+    this.insertGukyuinAuditLog(
+        EventType.DETAIL.getId(),
+        netUtils.getLocalIP(),
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        null,
+        result.body().getSuccess());
+
     return result.body();
   }
 
-  public ResReturn updateChnDtctObjtLabelingYn(String chnDtctObjtId, String lblYn) {
+  public ChngDetectContDto.ResultLabelDto updateChnDtctObjtLabelingYn(
+      String chnDtctObjtId, String lblYn) {
     String url = gukyuinCdiUrl + "/rlb/objt/" + chnDtctObjtId + "/lbl/" + lblYn;
 
-    ExternalCallResult<ChngDetectContDto.ResultPnuDto> result =
+    ReqInfo info = new ReqInfo();
+    info.setReqIp(myip);
+    info.setReqEpno(userUtil.getEmployeeNo());
+
+    ExternalCallResult<ChngDetectContDto.ResultLabelDto> result =
         externalHttpClient.call(
             url,
             HttpMethod.POST,
-            null,
+            info,
             netUtils.jsonHeaders(),
-            ChngDetectContDto.ResultPnuDto.class);
+            ChngDetectContDto.ResultLabelDto.class);
 
-    ChngDetectContDto.ResultPnuDto dto = result.body();
+    this.insertGukyuinAuditLog(
+        EventType.MODIFIED.getId(),
+        netUtils.getLocalIP(),
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        null,
+        result.body().getSuccess());
 
-    return new ResReturn(dto.getCode() > 200000 ? "fail" : "success", dto.getMessage());
+    return result.body();
   }
 
   public ResultContDto findChnPnuToContList(String chnDtctId, String pnu) {
-    String url = gukyuinCdiUrl + "/chn/cont/" + chnDtctId + "/pnu/" + pnu;
+
+    String url =
+        gukyuinCdiUrl
+            + "/chn/cont/"
+            + chnDtctId
+            + "/pnu/"
+            + pnu
+            + "?reqIp="
+            + myip
+            + "&reqEpno="
+            + userUtil.getEmployeeNo();
 
     ExternalCallResult<ChngDetectContDto.ResultContDto> result =
         externalHttpClient.call(
@@ -232,16 +381,201 @@ public class GukYuinApiService {
             netUtils.jsonHeaders(),
             ChngDetectContDto.ResultContDto.class);
 
+    this.insertGukyuinAuditLog(
+        EventType.LIST.getId(),
+        netUtils.getLocalIP(),
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        null,
+        result.body().getSuccess());
     return result.body();
   }
 
   public ResultDto listChnDtctId(String chnDtctId) {
-    String url = gukyuinCdiUrl + "/chn/mast/" + chnDtctId;
+    String url =
+        gukyuinCdiUrl
+            + "/chn/mast/"
+            + chnDtctId
+            + "?reqIp="
+            + myip
+            + "&reqEpno="
+            + userUtil.getEmployeeNo();
 
     ExternalCallResult<ChngDetectMastDto.ResultDto> result =
         externalHttpClient.call(
             url, HttpMethod.GET, null, netUtils.jsonHeaders(), ChngDetectMastDto.ResultDto.class);
 
+    this.insertGukyuinAuditLog(
+        EventType.DETAIL.getId(),
+        netUtils.getLocalIP(),
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        null,
+        result.body().getSuccess());
+
+    return result.body();
+  }
+
+  @Transactional(propagation = Propagation.REQUIRES_NEW, readOnly = false)
+  public void insertGukyuinAuditLog(
+      String actionType,
+      String myIp,
+      Long userUid,
+      String requestUri,
+      Object requestBody,
+      boolean successFail) {
+    try {
+      AuditLogEntity log =
+          new AuditLogEntity(
+              userUid,
+              EventType.fromName(actionType),
+              successFail ? EventStatus.SUCCESS : EventStatus.FAILED,
+              "GUKYUIN", // 메뉴도 국유인으로 하나 따기
+              myIp,
+              requestUri,
+              requestBody == null ? null : ApiLogFunction.cutRequestBody(requestBody.toString()),
+              null,
+              null,
+              null);
+      auditLogRepository.save(log);
+
+    } catch (Exception e) {
+      log.error(e.getMessage());
+      throw e;
+    }
+  }
+
+  public ResponseObj connectChnMastRegist(UUID uuid) {
+    // uuid로 추론 회차 조회
+    LearnInfo info = gukyuinCoreService.findMapSheetLearnInfo(uuid);
+    if (info.getApplyYn() != null && info.getApplyYn()) {
+      return new ResponseObj(ApiResponseCode.DUPLICATE_DATA, "이미 국유인 연동을 한 회차입니다.");
+    }
+
+    if (!Files.isDirectory(Path.of("/kamco-nfs/dataset/export/" + info.getUid()))) {
+      return new ResponseObj(
+          ApiResponseCode.NOT_FOUND_DATA, "파일 경로에 회차 실행 파일이 생성되지 않았습니다. 확인 부탁드립니다.");
+    }
+
+    // 비교년도,기준년도로 전송한 데이터 있는지 확인 후 회차 번호 생성
+    Integer maxStage =
+        gukyuinCoreService.findMapSheetLearnYearStage(info.getCompareYyyy(), info.getTargetYyyy());
+
+    // reqDto 셋팅
+    ChnDetectMastReqDto reqDto = new ChnDetectMastReqDto();
+    reqDto.setCprsYr(String.valueOf(info.getCompareYyyy()));
+    reqDto.setCrtrYr(String.valueOf(info.getTargetYyyy()));
+    reqDto.setChnDtctSno(String.valueOf(maxStage + 1));
+    reqDto.setChnDtctId(info.getUid());
+    reqDto.setPathNm("/kamco-nfs/dataset/export/" + info.getUid());
+
+    // 1회차를 종료 상태로 처리하고 2회차를 보내야 함
+    // 추론(learn), 학습데이터(inference) 둘 다 종료 처리
+    if (maxStage > 0) {
+      Long learnId =
+          gukyuinCoreService.findMapSheetLearnInfoByYyyy(
+              info.getCompareYyyy(), info.getTargetYyyy(), maxStage);
+      gukyuinCoreService.updateMapSheetLearnGukyuinEndStatus(learnId);
+      gukyuinCoreService.updateMapSheetInferenceLabelEndStatus(learnId);
+    }
+
+    // 국유인 /chn/mast/regist 전송
+    ChngDetectMastDto.RegistResDto result = this.regist(reqDto);
+    if (result.getSuccess()) {
+      return new ResponseObj(ApiResponseCode.OK, "연동되었습니다.");
+    } else {
+      return new ResponseObj(ApiResponseCode.INTERNAL_SERVER_ERROR, result.getMessage());
+    }
+  }
+
+  public List<LabelSendDto> findLabelingCompleteSendList(LocalDate yesterday) {
+    return gukyuinCoreService.findLabelingCompleteSendList(yesterday);
+  }
+
+  public ResultContDto findChnPnuToContObject(
+      String chnDtctId, String chnDtctObjtId, Integer pageIndex, Integer pageSize) {
+
+    String url =
+        gukyuinCdiUrl
+            + "/chn/cont/"
+            + chnDtctId
+            + "/chnDtctObjtId/"
+            + chnDtctObjtId
+            + "?pageIndex="
+            + pageIndex
+            + "&pageSize="
+            + pageSize
+            + "&reqIp="
+            + myip
+            + "&reqEpno="
+            + userUtil.getEmployeeNo();
+
+    ExternalCallResult<ChngDetectContDto.ResultContDto> result =
+        externalHttpClient.call(
+            url,
+            HttpMethod.GET,
+            null,
+            netUtils.jsonHeaders(),
+            ChngDetectContDto.ResultContDto.class);
+
+    this.insertGukyuinAuditLog(
+        EventType.DETAIL.getId(),
+        netUtils.getLocalIP(),
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        null,
+        result.body() != null && result.body().getSuccess());
+    return result.body();
+  }
+
+  public ChngDetectMastDto.RlbDtctDto findRlbDtctList(String chnDtctId, String yyyymmdd) {
+
+    String url =
+        gukyuinCdiUrl
+            + "/rlb/dtct/"
+            + chnDtctId
+            + "?reqIp="
+            + myip
+            + "&reqEpno="
+            + userUtil.getEmployeeNo()
+            + "&yyyymmdd="
+            + yyyymmdd;
+
+    ExternalCallResult<ChngDetectMastDto.RlbDtctDto> result =
+        externalHttpClient.call(
+            url, HttpMethod.GET, null, netUtils.jsonHeaders(), ChngDetectMastDto.RlbDtctDto.class);
+
+    this.insertGukyuinAuditLog(
+        EventType.LIST.getId(),
+        netUtils.getLocalIP(),
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        null,
+        result.body() != null && result.body().getSuccess());
+    return result.body();
+  }
+
+  public RlbDtctDto findRlbDtctObject(String chnDtctObjtId) {
+    String url =
+        gukyuinCdiUrl
+            + "/rlb/objt/"
+            + chnDtctObjtId
+            + "?reqIp="
+            + myip
+            + "&reqEpno="
+            + userUtil.getEmployeeNo();
+
+    ExternalCallResult<ChngDetectMastDto.RlbDtctDto> result =
+        externalHttpClient.call(
+            url, HttpMethod.GET, null, netUtils.jsonHeaders(), ChngDetectMastDto.RlbDtctDto.class);
+
+    this.insertGukyuinAuditLog(
+        EventType.DETAIL.getId(),
+        netUtils.getLocalIP(),
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        null,
+        result.body() != null && result.body().getSuccess());
     return result.body();
   }
 }

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

@@ -1,5 +1,7 @@
 package com.kamco.cd.kamcoback.inference;
 
+import com.kamco.cd.kamcoback.common.download.DownloadExecutor;
+import com.kamco.cd.kamcoback.common.download.dto.DownloadSpec;
 import com.kamco.cd.kamcoback.common.exception.CustomApiException;
 import com.kamco.cd.kamcoback.config.api.ApiResponseDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceDetailDto;
@@ -17,6 +19,7 @@ import com.kamco.cd.kamcoback.model.dto.ModelMngDto;
 import com.kamco.cd.kamcoback.model.service.ModelMngService;
 import io.swagger.v3.oas.annotations.Operation;
 import io.swagger.v3.oas.annotations.Parameter;
+import io.swagger.v3.oas.annotations.enums.ParameterIn;
 import io.swagger.v3.oas.annotations.media.ArraySchema;
 import io.swagger.v3.oas.annotations.media.Content;
 import io.swagger.v3.oas.annotations.media.Schema;
@@ -25,17 +28,13 @@ import io.swagger.v3.oas.annotations.responses.ApiResponses;
 import io.swagger.v3.oas.annotations.tags.Tag;
 import jakarta.validation.Valid;
 import java.io.IOException;
-import java.nio.file.Files;
 import java.nio.file.Path;
 import java.time.LocalDate;
 import java.util.List;
 import java.util.Map;
 import java.util.UUID;
 import lombok.RequiredArgsConstructor;
-import org.springframework.core.io.FileSystemResource;
-import org.springframework.core.io.Resource;
 import org.springframework.data.domain.Page;
-import org.springframework.http.HttpHeaders;
 import org.springframework.http.MediaType;
 import org.springframework.http.ResponseEntity;
 import org.springframework.web.bind.annotation.DeleteMapping;
@@ -46,6 +45,7 @@ import org.springframework.web.bind.annotation.RequestBody;
 import org.springframework.web.bind.annotation.RequestMapping;
 import org.springframework.web.bind.annotation.RequestParam;
 import org.springframework.web.bind.annotation.RestController;
+import org.springframework.web.servlet.mvc.method.annotation.StreamingResponseBody;
 
 @Tag(name = "추론관리", description = "추론관리 API")
 @RequestMapping("/api/inference")
@@ -56,6 +56,7 @@ public class InferenceResultApiController {
   private final InferenceResultService inferenceResultService;
   private final MapSheetMngService mapSheetMngService;
   private final ModelMngService modelMngService;
+  private final DownloadExecutor downloadExecutor;
 
   @Operation(summary = "추론관리 목록", description = "어드민 홈 > 추론관리 > 추론관리 > 추론관리 목록")
   @ApiResponses(
@@ -328,7 +329,21 @@ public class InferenceResultApiController {
     return ApiResponseDto.ok(geomList);
   }
 
-  @Operation(summary = "shp 파일 다운로드", description = "추론관리 분석결과 shp 파일 다운로드")
+  @Operation(
+      summary = "shp 파일 다운로드",
+      description = "추론관리 분석결과 shp 파일 다운로드",
+      parameters = {
+        @Parameter(
+            name = "kamco-download-uuid",
+            in = ParameterIn.HEADER,
+            required = true,
+            description = "다운로드 요청 UUID",
+            schema =
+                @Schema(
+                    type = "string",
+                    format = "uuid",
+                    example = "69c4e56c-e0bf-4742-9225-bba9aae39052"))
+      })
   @ApiResponses(
       value = {
         @ApiResponse(
@@ -341,15 +356,14 @@ public class InferenceResultApiController {
         @ApiResponse(responseCode = "404", description = "파일 없음", content = @Content),
         @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
       })
-  @GetMapping(value = "/download/{uuid}", produces = MediaType.APPLICATION_OCTET_STREAM_VALUE)
-  public ResponseEntity<Resource> downloadShp(
-      @Parameter(description = "uuid", example = "0192efc6-9ec2-43ee-9a90-5b73e763c09f")
-          @PathVariable
-          UUID uuid)
+  @GetMapping(value = "/download/{uuid}")
+  public ResponseEntity<StreamingResponseBody> download(
+      @Parameter(example = "69c4e56c-e0bf-4742-9225-bba9aae39052") @PathVariable UUID uuid)
       throws IOException {
 
     String path;
     String uid;
+
     try {
       Map<String, Object> map = inferenceResultService.shpDownloadPath(uuid);
       path = String.valueOf(map.get("path"));
@@ -360,24 +374,11 @@ public class InferenceResultApiController {
 
     Path zipPath = Path.of(path);
 
-    if (!Files.exists(zipPath) || !Files.isReadable(zipPath)) {
-      return ResponseEntity.notFound().build();
-    }
-
-    FileSystemResource resource = new FileSystemResource(zipPath);
-
-    String filename = uid + ".zip";
-
-    long fileSize = Files.size(zipPath);
-
-    return ResponseEntity.ok()
-        .contentType(MediaType.APPLICATION_OCTET_STREAM)
-        .header(HttpHeaders.CONTENT_DISPOSITION, "attachment; filename=\"" + filename + "\"")
-        .contentLength(fileSize)
-        .body(resource);
+    return downloadExecutor.stream(
+        new DownloadSpec(uuid, zipPath, uid + ".zip", MediaType.APPLICATION_OCTET_STREAM));
   }
 
-  @Operation(summary = "shp 파일 다운로드 이력", description = "추론관리 분석결과 shp 파일 다운로드 이력")
+  @Operation(summary = "shp 파일 다운로드 이력 조회", description = "추론관리 분석결과 shp 파일 다운로드 이력 조회")
   @GetMapping(value = "/download-audit/{uuid}")
   @ApiResponses(
       value = {
@@ -392,19 +393,20 @@ public class InferenceResultApiController {
         @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
       })
   public ApiResponseDto<Page<AuditLogDto.DownloadRes>> downloadAudit(
-      @Parameter(description = "UUID", example = "0192efc6-9ec2-43ee-9a90-5b73e763c09f")
+      @Parameter(description = "UUID", example = "69c4e56c-e0bf-4742-9225-bba9aae39052")
           @PathVariable
           UUID uuid,
       @Parameter(description = "다운로드일 시작", example = "2025-01-01") @RequestParam(required = false)
           LocalDate strtDttm,
-      @Parameter(description = "다운로드일 종료", example = "2026-01-01") @RequestParam(required = false)
+      @Parameter(description = "다운로드일 종료", example = "2026-04-01") @RequestParam(required = false)
           LocalDate endDttm,
-      @Parameter(description = "키워드", example = "관리자") @RequestParam(required = false)
+      @Parameter(description = "키워드", example = "") @RequestParam(required = false)
           String searchValue,
       @Parameter(description = "페이지 번호 (0부터 시작)", example = "0") @RequestParam(defaultValue = "0")
           int page,
       @Parameter(description = "페이지 크기", example = "20") @RequestParam(defaultValue = "20")
           int size) {
+
     AuditLogDto.searchReq searchReq = new searchReq();
     searchReq.setPage(page);
     searchReq.setSize(size);
@@ -413,8 +415,7 @@ public class InferenceResultApiController {
     downloadReq.setStartDate(strtDttm);
     downloadReq.setEndDate(endDttm);
     downloadReq.setSearchValue(searchValue);
-    downloadReq.setMenuId("22");
-    downloadReq.setRequestUri("/api/inference/download-audit");
+    downloadReq.setRequestUri("/api/inference/download-audit/download/" + uuid);
 
     return ApiResponseDto.ok(inferenceResultService.getDownloadAudit(searchReq, downloadReq));
   }

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

@@ -1,5 +1,7 @@
 package com.kamco.cd.kamcoback.inference;
 
+import com.kamco.cd.kamcoback.common.exception.CustomApiException;
+import com.kamco.cd.kamcoback.common.geometry.GeoJsonFileWriter.Scene;
 import com.kamco.cd.kamcoback.config.api.ApiResponseDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultShpDto;
 import com.kamco.cd.kamcoback.inference.service.InferenceResultShpService;
@@ -10,20 +12,28 @@ 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 java.util.List;
+import java.util.Map;
 import java.util.UUID;
 import lombok.RequiredArgsConstructor;
+import lombok.extern.log4j.Log4j2;
+import org.springframework.http.HttpStatus;
 import org.springframework.web.bind.annotation.PathVariable;
 import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestBody;
 import org.springframework.web.bind.annotation.RequestMapping;
 import org.springframework.web.bind.annotation.RestController;
 
 @Tag(name = "추론결과 데이터 생성", description = "추론결과 데이터 생성 API")
+@Log4j2
 @RestController
 @RequiredArgsConstructor
 @RequestMapping("/api/inference/shp")
 public class InferenceResultShpApiController {
 
   private final InferenceResultShpService inferenceResultShpService;
+  public static final String MAP_ID =
+      "{ \"mapIds\": [\"37716096\",\"37716095\",\"37716094\",\"37716091\",\"37716086\",\"37716085\",\"37716084\",\"37716083\",\"37716076\",\"37716066\",\"37716065\",\"37716064\",\"37716063\",\"37716061\",\"37716051\",\"37716011\"] }";
 
   @Operation(summary = "추론결과 데이터 저장", description = "추론결과 데이터 저장")
   @ApiResponses(
@@ -52,4 +62,29 @@ public class InferenceResultShpApiController {
     inferenceResultShpService.createShp(uuid);
     return ApiResponseDto.createOK(null);
   }
+
+  @Operation(summary = "추론실행에 필요한 geojson 파일 생성", description = "추론실행에 필요한 geojson 파일 생성")
+  @PostMapping("/geojson/{yyyy}/{mapSheetScope}/{detectOption}")
+  public ApiResponseDto<Scene> createGeojson(
+      @Schema(description = "년도") @PathVariable String yyyy,
+      @Schema(description = "전체(ALL),부분(PART)", example = "PART") @PathVariable
+          String mapSheetScope,
+      @Schema(description = "추론제외(EXCL),이전 년도 도엽 사용(PREV)", example = "EXCL") @PathVariable
+          String detectOption,
+      @Schema(description = "5k도엽번호", example = MAP_ID) @RequestBody Map<String, Object> body) {
+
+    Object raw = body.get("mapIds");
+
+    if (raw == null) {
+      throw new CustomApiException("BAD_REQUEST", HttpStatus.BAD_REQUEST);
+    }
+
+    @SuppressWarnings("unchecked")
+    List<String> mapIds = (List<String>) raw;
+
+    Scene scene =
+        inferenceResultShpService.createGeojson(yyyy, mapSheetScope, detectOption, mapIds);
+
+    return ApiResponseDto.createOK(scene);
+  }
 }

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

@@ -534,6 +534,10 @@ public class InferenceDetailDto {
         throw new RuntimeException(e);
       }
     }
+
+    public Boolean getApplyYn() {
+      return this.applyYn != null && this.applyYn;
+    }
   }
 
   @Getter

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

@@ -1,15 +1,20 @@
 package com.kamco.cd.kamcoback.inference.service;
 
+import com.kamco.cd.kamcoback.common.geometry.GeoJsonFileWriter.Scene;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.InferenceLearnDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultShpDto;
 import com.kamco.cd.kamcoback.postgres.core.InferenceResultCoreService;
 import com.kamco.cd.kamcoback.postgres.core.InferenceResultShpCoreService;
+import com.kamco.cd.kamcoback.postgres.core.MapSheetMngCoreService;
 import com.kamco.cd.kamcoback.scheduler.service.ShpPipelineService;
+import java.util.List;
 import java.util.Objects;
 import java.util.UUID;
 import java.util.stream.Collectors;
 import java.util.stream.Stream;
 import lombok.RequiredArgsConstructor;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
 import org.springframework.beans.factory.annotation.Value;
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
@@ -19,9 +24,11 @@ import org.springframework.transaction.annotation.Transactional;
 @Transactional(readOnly = true)
 public class InferenceResultShpService {
 
+  private static final Logger log = LogManager.getLogger(InferenceResultShpService.class);
   private final InferenceResultShpCoreService coreService;
   private final InferenceResultCoreService inferenceResultCoreService;
   private final ShpPipelineService shpPipelineService;
+  private final MapSheetMngCoreService mapSheetMngCoreService;
 
   @Value("${mapsheet.shp.baseurl}")
   private String baseDir;
@@ -59,4 +66,21 @@ public class InferenceResultShpService {
     // shp 파일 비동기 생성
     shpPipelineService.runPipeline(jarPath, datasetDir, batchId, dto.getUid());
   }
+
+  /**
+   * 추론 실행전 geojson 파일 생성
+   *
+   * @param yyyy
+   * @param mapSheetScope
+   * @param detectOption
+   * @param mapIds
+   * @return
+   */
+  public Scene createGeojson(
+      String yyyy, String mapSheetScope, String detectOption, List<String> mapIds) {
+    Scene getSceneInference =
+        mapSheetMngCoreService.getSceneInference(yyyy, mapIds, mapSheetScope, detectOption);
+    log.info("getSceneInference: {}", getSceneInference);
+    return getSceneInference;
+  }
 }

src/main/java/com/kamco/cd/kamcoback/label/LabelAllocateApiController.java

@@ -1,5 +1,7 @@
 package com.kamco.cd.kamcoback.label;
 
+import com.kamco.cd.kamcoback.common.download.DownloadExecutor;
+import com.kamco.cd.kamcoback.common.download.dto.DownloadSpec;
 import com.kamco.cd.kamcoback.config.api.ApiResponseDto;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.InferenceDetail;
@@ -9,25 +11,39 @@ import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.WorkHistoryDto;
 import com.kamco.cd.kamcoback.label.dto.WorkerStatsDto.UpdateClosedRequest;
 import com.kamco.cd.kamcoback.label.dto.WorkerStatsDto.WorkerListResponse;
 import com.kamco.cd.kamcoback.label.service.LabelAllocateService;
+import com.kamco.cd.kamcoback.log.dto.AuditLogDto;
+import com.kamco.cd.kamcoback.log.dto.AuditLogDto.DownloadReq;
+import com.kamco.cd.kamcoback.log.dto.AuditLogDto.searchReq;
 import io.swagger.v3.oas.annotations.Hidden;
 import io.swagger.v3.oas.annotations.Operation;
 import io.swagger.v3.oas.annotations.Parameter;
+import io.swagger.v3.oas.annotations.enums.ParameterIn;
 import io.swagger.v3.oas.annotations.media.Content;
 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.io.IOException;
+import java.nio.file.Path;
+import java.nio.file.Paths;
 import java.util.List;
+import java.util.UUID;
 import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
+import org.apache.coyote.BadRequestException;
+import org.springframework.beans.factory.annotation.Value;
 import org.springframework.data.domain.Page;
+import org.springframework.http.MediaType;
+import org.springframework.http.ResponseEntity;
 import org.springframework.web.bind.annotation.GetMapping;
+import org.springframework.web.bind.annotation.PathVariable;
 import org.springframework.web.bind.annotation.PostMapping;
 import org.springframework.web.bind.annotation.RequestBody;
 import org.springframework.web.bind.annotation.RequestMapping;
 import org.springframework.web.bind.annotation.RequestParam;
 import org.springframework.web.bind.annotation.RestController;
+import org.springframework.web.servlet.mvc.method.annotation.StreamingResponseBody;
 
 @Slf4j
 @Tag(name = "라벨링 작업 관리", description = "라벨링 작업 배정 및 통계 조회 API")
@@ -37,6 +53,10 @@ import org.springframework.web.bind.annotation.RestController;
 public class LabelAllocateApiController {
 
   private final LabelAllocateService labelAllocateService;
+  private final DownloadExecutor downloadExecutor;
+
+  @Value("${file.dataset-response}")
+  private String responsePath;
 
   @Operation(summary = "배정 가능한 사용자 목록 조회", description = "라벨링 작업 배정을 위한 활성 상태의 사용자 목록을 조회합니다.")
   @ApiResponses(
@@ -333,4 +353,112 @@ public class LabelAllocateApiController {
   public ApiResponseDto<Long> labelingIngProcessCnt() {
     return ApiResponseDto.ok(labelAllocateService.findLabelingIngProcessCnt());
   }
+
+  @Operation(
+      summary = "라벨 파일 다운로드",
+      description = "라벨 파일 다운로드",
+      parameters = {
+        @Parameter(
+            name = "kamco-download-uuid",
+            in = ParameterIn.HEADER,
+            required = true,
+            description = "다운로드 요청 UUID",
+            schema =
+                @Schema(
+                    type = "string",
+                    format = "uuid",
+                    example = "6d8d49dc-0c9d-4124-adc7-b9ca610cc394"))
+      })
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "200",
+            description = "라벨 zip파일 다운로드",
+            content =
+                @Content(
+                    mediaType = "application/octet-stream",
+                    schema = @Schema(type = "string", format = "binary"))),
+        @ApiResponse(responseCode = "404", description = "파일 없음", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  @GetMapping("/download/{uuid}")
+  public ResponseEntity<StreamingResponseBody> download(
+      @Parameter(example = "6d8d49dc-0c9d-4124-adc7-b9ca610cc394") @PathVariable UUID uuid)
+      throws IOException {
+
+    if (!labelAllocateService.isDownloadable(uuid)) {
+      throw new BadRequestException();
+    }
+
+    String uid = labelAllocateService.findLearnUid(uuid);
+    Path zipPath = Paths.get(responsePath).resolve(uid + ".zip");
+
+    return downloadExecutor.stream(
+        new DownloadSpec(uuid, zipPath, uid + ".zip", MediaType.APPLICATION_OCTET_STREAM));
+  }
+
+  @Operation(summary = "라벨 파일 다운로드 이력 조회", description = "라벨 파일 다운로드 이력 조회")
+  @GetMapping(value = "/download-audit/{uuid}")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "200",
+            description = "검색 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema = @Schema(implementation = Page.class))),
+        @ApiResponse(responseCode = "400", description = "잘못된 검색 조건", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  public ApiResponseDto<Page<AuditLogDto.DownloadRes>> downloadAudit(
+      @Parameter(description = "UUID", example = "6d8d49dc-0c9d-4124-adc7-b9ca610cc394")
+          @PathVariable
+          UUID uuid,
+      //    @Parameter(description = "다운로드일 시작", example = "2025-01-01") @RequestParam(required =
+      // false)
+      //    LocalDate strtDttm,
+      //    @Parameter(description = "다운로드일 종료", example = "2026-04-01") @RequestParam(required =
+      // false)
+      //    LocalDate endDttm,
+      //    @Parameter(description = "키워드", example = "") @RequestParam(required = false)
+      //    String searchValue,
+      @Parameter(description = "페이지 번호 (0부터 시작)", example = "0") @RequestParam(defaultValue = "0")
+          int page,
+      @Parameter(description = "페이지 크기", example = "20") @RequestParam(defaultValue = "20")
+          int size) {
+
+    AuditLogDto.searchReq searchReq = new searchReq();
+    searchReq.setPage(page);
+    searchReq.setSize(size);
+    DownloadReq downloadReq = new DownloadReq();
+    downloadReq.setUuid(uuid);
+    //    downloadReq.setStartDate(strtDttm);
+    //    downloadReq.setEndDate(endDttm);
+    //    downloadReq.setSearchValue(searchValue);
+    downloadReq.setRequestUri("/api/training-data/stage/download/" + uuid);
+
+    return ApiResponseDto.ok(labelAllocateService.getDownloadAudit(searchReq, downloadReq));
+  }
+
+  @Operation(summary = "다운로드 가능여부 조회", description = "다운로드 가능여부 조회 API")
+  @GetMapping(value = "/download-check/{uuid}")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "200",
+            description = "검색 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema = @Schema(implementation = Page.class))),
+        @ApiResponse(responseCode = "400", description = "잘못된 검색 조건", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  public ApiResponseDto<Boolean> isDownloadable(
+      @Parameter(description = "UUID", example = "6d8d49dc-0c9d-4124-adc7-b9ca610cc394")
+          @PathVariable
+          UUID uuid) {
+    return ApiResponseDto.ok(labelAllocateService.isDownloadable(uuid));
+  }
 }

src/main/java/com/kamco/cd/kamcoback/label/dto/LabelAllocateDto.java

@@ -359,4 +359,15 @@ public class LabelAllocateDto {
     @Schema(description = "작업기간 종료일")
     private ZonedDateTime projectCloseDttm;
   }
+
+  @Getter
+  @Setter
+  @AllArgsConstructor
+  @NoArgsConstructor
+  public static class InferenceLearnDto {
+    private UUID analUuid;
+    private String learnUid;
+    private String analState;
+    private Long analId;
+  }
 }

src/main/java/com/kamco/cd/kamcoback/label/service/LabelAllocateService.java

@@ -16,10 +16,14 @@ import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.searchReq;
 import com.kamco.cd.kamcoback.label.dto.WorkerStatsDto.ProjectInfo;
 import com.kamco.cd.kamcoback.label.dto.WorkerStatsDto.WorkProgressInfo;
 import com.kamco.cd.kamcoback.label.dto.WorkerStatsDto.WorkerListResponse;
+import com.kamco.cd.kamcoback.log.dto.AuditLogDto;
+import com.kamco.cd.kamcoback.log.dto.AuditLogDto.DownloadReq;
+import com.kamco.cd.kamcoback.postgres.core.AuditLogCoreService;
 import com.kamco.cd.kamcoback.postgres.core.LabelAllocateCoreService;
 import java.util.List;
 import java.util.Objects;
 import java.util.UUID;
+import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.data.domain.Page;
 import org.springframework.stereotype.Service;
@@ -28,13 +32,11 @@ import org.springframework.transaction.annotation.Transactional;
 @Slf4j
 @Service
 @Transactional
+@RequiredArgsConstructor
 public class LabelAllocateService {
 
   private final LabelAllocateCoreService labelAllocateCoreService;
-
-  public LabelAllocateService(LabelAllocateCoreService labelAllocateCoreService) {
-    this.labelAllocateCoreService = labelAllocateCoreService;
-  }
+  private final AuditLogCoreService auditLogCoreService;
 
   /**
    * 도엽 기준 asc sorting 해서 할당 수만큼 배정하는 로직
@@ -273,4 +275,29 @@ public class LabelAllocateService {
   public Long findLabelingIngProcessCnt() {
     return labelAllocateCoreService.findLabelingIngProcessCnt();
   }
+
+  public String findLearnUid(UUID uuid) {
+    return labelAllocateCoreService.findLearnUid(uuid);
+  }
+
+  /**
+   * 다운로드 이력 조회
+   *
+   * @param searchReq 페이징
+   * @param downloadReq 조회조건
+   */
+  public Page<AuditLogDto.DownloadRes> getDownloadAudit(
+      AuditLogDto.searchReq searchReq, DownloadReq downloadReq) {
+    return auditLogCoreService.findLogByAccount(searchReq, downloadReq);
+  }
+
+  /**
+   * 다운로드 가능 여부 조회
+   *
+   * @param uuid
+   * @return
+   */
+  public boolean isDownloadable(UUID uuid) {
+    return labelAllocateCoreService.isDownloadable(uuid);
+  }
 }

src/main/java/com/kamco/cd/kamcoback/layer/LayerApiController.java

@@ -2,10 +2,13 @@ package com.kamco.cd.kamcoback.layer;
 
 import com.kamco.cd.kamcoback.config.api.ApiResponseDto;
 import com.kamco.cd.kamcoback.layer.dto.LayerDto;
+import com.kamco.cd.kamcoback.layer.dto.LayerDto.IsMapYn;
+import com.kamco.cd.kamcoback.layer.dto.LayerDto.LayerMapDto;
 import com.kamco.cd.kamcoback.layer.dto.LayerDto.OrderReq;
 import com.kamco.cd.kamcoback.layer.dto.LayerDto.SearchReq;
 import com.kamco.cd.kamcoback.layer.service.LayerService;
 import io.swagger.v3.oas.annotations.Operation;
+import io.swagger.v3.oas.annotations.Parameter;
 import io.swagger.v3.oas.annotations.media.ArraySchema;
 import io.swagger.v3.oas.annotations.media.Content;
 import io.swagger.v3.oas.annotations.media.Schema;
@@ -76,10 +79,24 @@ public class LayerApiController {
       })
   @PostMapping("/save/{layerType}")
   public ApiResponseDto<UUID> save(
-      @PathVariable String layerType, @RequestBody LayerDto.AddReq dto) {
+      @Schema(description = "TILE,GEOJSON,WMS,WMTS", example = "GEOJSON") @PathVariable
+          String layerType,
+      @RequestBody LayerDto.AddReq dto) {
     return ApiResponseDto.ok(layerService.saveLayers(layerType, dto));
   }
 
+  @Operation(summary = "순서 변경", description = "순서 변경 api")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "201",
+            description = "등록 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema = @Schema(implementation = Void.class))),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
   @PutMapping("/order")
   public ApiResponseDto<Void> updateOrder(@RequestBody List<OrderReq> dto) {
     layerService.orderUpdate(dto);
@@ -152,6 +169,24 @@ public class LayerApiController {
     return ApiResponseDto.ok(null);
   }
 
+  @Operation(summary = "맵 노출여부 수정", description = "맵 노출여부 수정 api")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "201",
+            description = "수정 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema = @Schema(implementation = Void.class))),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  @PutMapping("/update-map/{uuid}")
+  public ApiResponseDto<Void> updateIsMap(@PathVariable UUID uuid, @RequestBody IsMapYn isMapYn) {
+    layerService.updateIsMap(uuid, isMapYn);
+    return ApiResponseDto.ok(null);
+  }
+
   @Operation(summary = "wmts tile 조회", description = "wmts tile 조회 api")
   @ApiResponses(
       value = {
@@ -187,4 +222,55 @@ public class LayerApiController {
   public ApiResponseDto<List<String>> getWmsTile() {
     return ApiResponseDto.ok(layerService.getWmsTitle());
   }
+
+  @Operation(summary = "변화지도 레이어 조회", description = "변화지도 레이어 조회")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "200",
+            description = "검색 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    array = @ArraySchema(schema = @Schema(implementation = String.class)))),
+        @ApiResponse(responseCode = "400", description = "잘못된 검색 조건", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  @GetMapping("/map/change-detection")
+  public ApiResponseDto<List<LayerMapDto>> changeDetectionMap() {
+    return ApiResponseDto.ok(layerService.findLayerMapList("change-detection"));
+  }
+
+  @Operation(summary = "라벨링 툴 레이어 조회", description = "라벨링 툴 레이어 조회")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "200",
+            description = "검색 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    array = @ArraySchema(schema = @Schema(implementation = String.class)))),
+        @ApiResponse(responseCode = "400", description = "잘못된 검색 조건", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  @GetMapping("/map/labeling")
+  public ApiResponseDto<List<LayerMapDto>> labelingMap() {
+    return ApiResponseDto.ok(layerService.findLayerMapList("labeling"));
+  }
+
+  @Operation(summary = "년도별 tile Url(before,after 모두 조회)", description = "년도별 tile Url")
+  @GetMapping("/tile-url")
+  public ApiResponseDto<LayerDto.YearTileDto> getChangeDetectionTileUrl(
+      @Parameter(description = "이전 년도", example = "2023") @RequestParam Integer beforeYear,
+      @Parameter(description = "이후 년도", example = "2024") @RequestParam Integer afterYear) {
+    return ApiResponseDto.ok(layerService.getChangeDetectionTileUrl(beforeYear, afterYear));
+  }
+
+  @Operation(summary = "년도별 tile Url(년도 1개만 조회)", description = "년도별 tile Url")
+  @GetMapping("/tile-url-year")
+  public ApiResponseDto<LayerDto.TileUrlDto> getChangeDetectionTileOneYearUrl(
+      @Parameter(description = "년도", example = "2023") @RequestParam Integer year) {
+    return ApiResponseDto.ok(layerService.getChangeDetectionTileOneYearUrl(year));
+  }
 }

src/main/java/com/kamco/cd/kamcoback/layer/dto/LayerDto.java

@@ -1,5 +1,10 @@
 package com.kamco.cd.kamcoback.layer.dto;
 
+import com.fasterxml.jackson.annotation.JsonIgnore;
+import com.fasterxml.jackson.annotation.JsonProperty;
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.fasterxml.jackson.databind.JsonNode;
+import com.fasterxml.jackson.databind.ObjectMapper;
 import com.kamco.cd.kamcoback.common.utils.interfaces.JsonFormatDttm;
 import io.swagger.v3.oas.annotations.media.Schema;
 import java.math.BigDecimal;
@@ -12,14 +17,23 @@ import lombok.Setter;
 
 public class LayerDto {
 
+  public enum MapType {
+    CHANGE_MAP,
+    LABELING_MAP
+  }
+
   @Getter
   @Setter
   @AllArgsConstructor
   @Schema(name = "LayerBasic")
   public static class Basic {
+
     @Schema(description = "uuid")
     private UUID uuid;
 
+    @Schema(description = "레이어명")
+    private String layerName;
+
     @Schema(example = "WMTS", description = "유형 (TILE/GEOJSON/WMTS/WMS)")
     private String layerType;
 
@@ -48,9 +62,13 @@ public class LayerDto {
   @AllArgsConstructor
   @Schema(name = "LayerDetail")
   public static class Detail {
+
     @Schema(description = "uuid")
     private UUID uuid;
 
+    @Schema(description = "레이어명")
+    private String layerName;
+
     @Schema(description = "유형 (TILE/GEOJSON/WMTS/WMS)")
     private String layerType;
 
@@ -96,6 +114,9 @@ public class LayerDto {
     @JsonFormatDttm
     @Schema(description = "등록일시")
     private ZonedDateTime createdDttm;
+
+    @Schema(description = "좌표계")
+    private String crs;
   }
 
   @Getter
@@ -104,7 +125,10 @@ public class LayerDto {
   @Schema(name = "LayerAddReq")
   public static class AddReq {
 
-    @Schema(description = "title")
+    @Schema(description = "레이어명")
+    private String layerName;
+
+    @Schema(description = "title WMS, WMTS 선택한 tile")
     private String title;
 
     @Schema(description = "설명")
@@ -133,6 +157,9 @@ public class LayerDto {
 
     @Schema(description = "zoom max", example = "18")
     private Short max;
+
+    @Schema(description = "좌표계", example = "EPSG_3857")
+    private String crs;
   }
 
   @Getter
@@ -153,6 +180,7 @@ public class LayerDto {
   @AllArgsConstructor
   @NoArgsConstructor
   public static class SearchReq {
+
     private String tag;
     private String layerType;
   }
@@ -162,6 +190,7 @@ public class LayerDto {
   @AllArgsConstructor
   @NoArgsConstructor
   public static class TileAddReqDto {
+
     @Schema(description = "설명", example = "배경지도 입니다.")
     private String description;
 
@@ -189,4 +218,229 @@ public class LayerDto {
     @Schema(description = "zoom max", example = "18")
     private Short max;
   }
+
+  @Getter
+  @Setter
+  @Schema(name = "LayerMapDto")
+  public static class LayerMapDto {
+
+    @Schema(description = "레이어명")
+    private String layerName;
+
+    @Schema(example = "WMTS", description = "유형 (TILE/GEOJSON/WMTS/WMS)")
+    private String layerType;
+
+    @Schema(description = "title")
+    private String title;
+
+    @Schema(description = "설명")
+    private String description;
+
+    @Schema(description = "태그")
+    private String tag;
+
+    @Schema(description = "순서")
+    private Long sortOrder;
+
+    @Schema(description = "url")
+    private String url;
+
+    @Schema(description = "좌측상단 경도", example = "126.0")
+    private BigDecimal minLon;
+
+    @Schema(description = "좌측상단 위도", example = "34.0")
+    private BigDecimal minLat;
+
+    @Schema(description = "우측하단 경도", example = "130.0")
+    private BigDecimal maxLon;
+
+    @Schema(description = "우측하단 위도", example = "38.5")
+    private BigDecimal maxLat;
+
+    @Schema(description = "zoom min", example = "5")
+    private Short minZoom;
+
+    @Schema(description = "zoom max", example = "18")
+    private Short maxZoom;
+
+    @Schema(description = "bbox")
+    private JsonNode bbox;
+
+    @JsonIgnore private String bboxGeometry;
+
+    @Schema(description = "uuid")
+    private UUID uuid;
+
+    @JsonIgnore private String rawJsonString;
+
+    @Schema(description = "rawJson")
+    private JsonNode rawJson;
+
+    @Schema(description = "crs")
+    private String crs;
+
+    public LayerMapDto(
+        String layerName,
+        String layerType,
+        String tag,
+        Long sortOrder,
+        String url,
+        BigDecimal minLon,
+        BigDecimal minLat,
+        BigDecimal maxLon,
+        BigDecimal maxLat,
+        Short minZoom,
+        Short maxZoom,
+        String bboxGeometry,
+        UUID uuid,
+        String rawJsonString,
+        String crs) {
+      this.layerName = layerName;
+      this.layerType = layerType;
+      this.tag = tag;
+      this.sortOrder = sortOrder;
+      this.url = url;
+      this.minLon = minLon;
+      this.minLat = minLat;
+      this.maxLon = maxLon;
+      this.maxLat = maxLat;
+      this.minZoom = minZoom;
+      this.maxZoom = maxZoom;
+      this.bboxGeometry = bboxGeometry;
+      this.uuid = uuid;
+      this.rawJsonString = rawJsonString;
+
+      JsonNode geoJson = null;
+      JsonNode rawJson = null;
+      ObjectMapper mapper = new ObjectMapper();
+      if (bboxGeometry != null) {
+        try {
+          geoJson = mapper.readTree(bboxGeometry);
+        } catch (JsonProcessingException e) {
+          throw new RuntimeException(e);
+        }
+      }
+
+      if (rawJsonString != null) {
+        try {
+          rawJson = mapper.readTree(rawJsonString);
+        } catch (JsonProcessingException e) {
+          throw new RuntimeException(e);
+        }
+      }
+
+      this.rawJson = rawJson;
+      this.bbox = geoJson;
+      this.crs = crs;
+    }
+
+    @JsonProperty("workspace")
+    public String getWorkSpace() {
+      return "cd";
+    }
+  }
+
+  @Schema(name = "TileUrlDto", description = "Tile Url 정보")
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  public static class TileUrlDto {
+
+    @Schema(description = "mngYyyy")
+    private Integer mngYyyy;
+
+    @Schema(description = "url")
+    private String url;
+
+    @Schema(description = "태그")
+    private String tag;
+
+    @Schema(description = "좌측상단 경도", example = "126.0")
+    private BigDecimal minLon;
+
+    @Schema(description = "좌측상단 위도", example = "34.0")
+    private BigDecimal minLat;
+
+    @Schema(description = "우측하단 경도", example = "130.0")
+    private BigDecimal maxLon;
+
+    @Schema(description = "우측하단 위도", example = "38.5")
+    private BigDecimal maxLat;
+
+    @Schema(description = "zoom min", example = "5")
+    private Short minZoom;
+
+    @Schema(description = "zoom max", example = "18")
+    private Short maxZoom;
+
+    @Schema(description = "bbox")
+    private JsonNode bbox;
+
+    @JsonIgnore private String bboxGeometry;
+
+    private String crs;
+
+    public TileUrlDto(
+        Integer mngYyyy,
+        String url,
+        String tag,
+        BigDecimal minLon,
+        BigDecimal minLat,
+        BigDecimal maxLon,
+        BigDecimal maxLat,
+        Short minZoom,
+        Short maxZoom,
+        String bboxGeometry,
+        String crs) {
+      this.mngYyyy = mngYyyy;
+      this.url = url;
+      this.tag = tag;
+      this.minLon = minLon;
+      this.minLat = minLat;
+      this.maxLon = maxLon;
+      this.maxLat = maxLat;
+      this.minZoom = minZoom;
+      this.maxZoom = maxZoom;
+      this.bboxGeometry = bboxGeometry;
+
+      JsonNode geoJson = null;
+
+      if (bboxGeometry != null) {
+        ObjectMapper mapper = new ObjectMapper();
+        try {
+          geoJson = mapper.readTree(bboxGeometry);
+        } catch (JsonProcessingException e) {
+          throw new RuntimeException(e);
+        }
+      }
+
+      this.bbox = geoJson;
+      this.crs = crs;
+    }
+  }
+
+  @Schema(name = "TileUrlDto", description = "Tile Url 정보")
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class YearTileDto {
+
+    private TileUrlDto before;
+    private TileUrlDto after;
+  }
+
+  @Schema(name = "맵 노출 여부", description = "맵 노출 여부")
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class IsMapYn {
+
+    @Schema(description = "CHANGE_MAP(변화지도), LABELING_MAP(라벨링지도)", example = "CHANGE_MAP")
+    private String mapType;
+
+    @Schema(description = "노출여부 true, false", example = "true")
+    private Boolean isMapYn;
+  }
 }

src/main/java/com/kamco/cd/kamcoback/layer/dto/WmsDto.java

@@ -26,5 +26,6 @@ public class WmsDto {
     private String title;
     private String description;
     private String tag;
+    private String layerName;
   }
 }

src/main/java/com/kamco/cd/kamcoback/layer/dto/WmsLayerInfo.java

@@ -2,171 +2,46 @@ package com.kamco.cd.kamcoback.layer.dto;
 
 import java.util.ArrayList;
 import java.util.List;
+import lombok.AllArgsConstructor;
+import lombok.Data;
+import lombok.NoArgsConstructor;
 
 /** WMS 레이어 정보를 담는 DTO 클래스 */
+@Data
+@NoArgsConstructor
+@AllArgsConstructor
 public class WmsLayerInfo {
+
   private String name;
   private String title;
   private String abstractText;
-  private List<String> keywords;
+
+  private List<String> keywords = new ArrayList<>();
   private BoundingBox boundingBox;
-  private List<String> crs; // 지원하는 좌표계 목록
 
-  @Override
-  public String toString() {
-    return "WmsLayerInfo{"
-        + "name='"
-        + name
-        + '\''
-        + ", title='"
-        + title
-        + '\''
-        + ", abstractText='"
-        + abstractText
-        + '\''
-        + ", keywords="
-        + keywords
-        + ", boundingBox="
-        + boundingBox
-        + ", crs="
-        + crs
-        + '}';
-  }
+  /** 지원하는 좌표계 목록 */
+  private List<String> crs = new ArrayList<>();
 
-  public WmsLayerInfo() {
-    this.keywords = new ArrayList<>();
-    this.crs = new ArrayList<>();
-  }
-
-  // Getters and Setters
-  public String getName() {
-    return name;
-  }
-
-  public void setName(String name) {
-    this.name = name;
-  }
-
-  public String getTitle() {
-    return title;
-  }
-
-  public void setTitle(String title) {
-    this.title = title;
-  }
-
-  public String getAbstractText() {
-    return abstractText;
-  }
-
-  public void setAbstractText(String abstractText) {
-    this.abstractText = abstractText;
-  }
-
-  public List<String> getKeywords() {
-    return keywords;
-  }
-
-  public void setKeywords(List<String> keywords) {
-    this.keywords = keywords;
-  }
+  /* ===== convenience methods ===== */
 
   public void addKeyword(String keyword) {
     this.keywords.add(keyword);
   }
 
-  public BoundingBox getBoundingBox() {
-    return boundingBox;
-  }
-
-  public void setBoundingBox(BoundingBox boundingBox) {
-    this.boundingBox = boundingBox;
-  }
-
-  public List<String> getCrs() {
-    return crs;
-  }
-
-  public void setCrs(List<String> crs) {
-    this.crs = crs;
-  }
-
   public void addCrs(String crsValue) {
     this.crs.add(crsValue);
   }
 
   /** BoundingBox 정보를 담는 내부 클래스 */
+  @Data
+  @NoArgsConstructor
+  @AllArgsConstructor
   public static class BoundingBox {
+
     private String crs;
     private double minX;
     private double minY;
     private double maxX;
     private double maxY;
-
-    public BoundingBox(String crs, double minX, double minY, double maxX, double maxY) {
-      this.crs = crs;
-      this.minX = minX;
-      this.minY = minY;
-      this.maxX = maxX;
-      this.maxY = maxY;
-    }
-
-    // Getters and Setters
-    public String getCrs() {
-      return crs;
-    }
-
-    public void setCrs(String crs) {
-      this.crs = crs;
-    }
-
-    public double getMinX() {
-      return minX;
-    }
-
-    public void setMinX(double minX) {
-      this.minX = minX;
-    }
-
-    public double getMinY() {
-      return minY;
-    }
-
-    public void setMinY(double minY) {
-      this.minY = minY;
-    }
-
-    public double getMaxX() {
-      return maxX;
-    }
-
-    public void setMaxX(double maxX) {
-      this.maxX = maxX;
-    }
-
-    public double getMaxY() {
-      return maxY;
-    }
-
-    public void setMaxY(double maxY) {
-      this.maxY = maxY;
-    }
-
-    @Override
-    public String toString() {
-      return "BoundingBox{"
-          + "crs='"
-          + crs
-          + '\''
-          + ", minX="
-          + minX
-          + ", minY="
-          + minY
-          + ", maxX="
-          + maxX
-          + ", maxY="
-          + maxY
-          + '}';
-    }
   }
 }

src/main/java/com/kamco/cd/kamcoback/layer/dto/WmtsDto.java

@@ -26,5 +26,6 @@ public class WmtsDto {
     private String title;
     private String description;
     private String tag;
+    private String layerName;
   }
 }

src/main/java/com/kamco/cd/kamcoback/layer/dto/WmtsLayerInfo.java

@@ -1,70 +1,51 @@
 package com.kamco.cd.kamcoback.layer.dto;
 
-import com.fasterxml.jackson.annotation.JsonProperty;
 import java.util.ArrayList;
 import java.util.List;
+import lombok.AllArgsConstructor;
+import lombok.Data;
+import lombok.NoArgsConstructor;
 
 /** WMTS 레이어 정보를 담는 DTO 클래스 */
+@Data
+@NoArgsConstructor
+@AllArgsConstructor
 public class WmtsLayerInfo {
 
-  public String identifier;
-  public String title;
-  public String abstractText;
-  public List<String> keywords = new ArrayList<>();
-  public BoundingBox boundingBox;
-  public List<String> formats = new ArrayList<>();
-  public List<String> tileMatrixSetLinks = new ArrayList<>();
-  public List<ResourceUrl> resourceUrls = new ArrayList<>();
-  public List<Style> styles = new ArrayList<>();
+  private String identifier;
+  private String title;
+  private String abstractText;
 
-  public void setTitle(String title) {
-    this.title = title;
+  private List<String> keywords = new ArrayList<>();
+  private BoundingBox boundingBox;
+  private List<String> formats = new ArrayList<>();
+  private List<TileMatrixSetLink> tileMatrixSetLinks = new ArrayList<>();
+  private List<ResourceUrl> resourceUrls = new ArrayList<>();
+  private List<Style> styles = new ArrayList<>();
+
+  private List<String> matrixIds = new ArrayList<>(); // 20250130
+  private String workspace; // 20250130
+
+  private List<TileMatric> tileMatrices = new ArrayList<>();
+
+  // (선택) 기존 add 메서드 유지하고 싶으면 남겨도 됨
+  public void addTileMatric(TileMatric tileMatric) {
+    this.tileMatrices.add(tileMatric);
   }
 
-  public void setAbstractText(String abstractText) {
-    this.abstractText = abstractText;
+  public void addMatrixId(String matrixId) {
+    this.matrixIds.add(matrixId);
   }
 
-  public void setBoundingBox(BoundingBox boundingBox) {
-    this.boundingBox = boundingBox;
-  }
-
-  @Override
-  public String toString() {
-    return "WmtsLayerInfo{"
-        + "identifier='"
-        + identifier
-        + '\''
-        + ", title='"
-        + title
-        + '\''
-        + ", abstractText='"
-        + abstractText
-        + '\''
-        + ", keywords="
-        + keywords
-        + ", boundingBox="
-        + boundingBox
-        + ", formats="
-        + formats
-        + ", tileMatrixSetLinks="
-        + tileMatrixSetLinks
-        + ", resourceUrls="
-        + resourceUrls
-        + ", styles="
-        + styles
-        + '}';
-  }
-
-  public void addKeyword(String keywowrd) {
-    this.keywords.add(keywowrd);
+  public void addKeyword(String keyword) {
+    this.keywords.add(keyword);
   }
 
   public void addFormat(String format) {
     this.formats.add(format);
   }
 
-  public void addTileMatrixSetLink(String tileMatrixSetLink) {
+  public void addTileMatrixSetLink(TileMatrixSetLink tileMatrixSetLink) {
     this.tileMatrixSetLinks.add(tileMatrixSetLink);
   }
 
@@ -77,200 +58,61 @@ public class WmtsLayerInfo {
   }
 
   /** BoundingBox 정보를 담는 내부 클래스 */
+  @Data
+  @NoArgsConstructor
+  @AllArgsConstructor
   public static class BoundingBox {
-
-    public String crs;
-    public double lowerCornerX;
-    public double lowerCornerY;
-    public double upperCornerX;
-    public double upperCornerY;
-
-    public BoundingBox() {}
-
-    public BoundingBox(
-        String crs,
-        double lowerCornerX,
-        double lowerCornerY,
-        double upperCornerX,
-        double upperCornerY) {
-      this.crs = crs;
-      this.lowerCornerX = lowerCornerX;
-      this.lowerCornerY = lowerCornerY;
-      this.upperCornerX = upperCornerX;
-      this.upperCornerY = upperCornerY;
-    }
-
-    // Getters and Setters
-    public String getCrs() {
-      return crs;
-    }
-
-    public void setCrs(String crs) {
-      this.crs = crs;
-    }
-
-    public double getLowerCornerX() {
-      return lowerCornerX;
-    }
-
-    public void setLowerCornerX(double lowerCornerX) {
-      this.lowerCornerX = lowerCornerX;
-    }
-
-    public double getLowerCornerY() {
-      return lowerCornerY;
-    }
-
-    public void setLowerCornerY(double lowerCornerY) {
-      this.lowerCornerY = lowerCornerY;
-    }
-
-    public double getUpperCornerX() {
-      return upperCornerX;
-    }
-
-    public void setUpperCornerX(double upperCornerX) {
-      this.upperCornerX = upperCornerX;
-    }
-
-    public double getUpperCornerY() {
-      return upperCornerY;
-    }
-
-    public void setUpperCornerY(double upperCornerY) {
-      this.upperCornerY = upperCornerY;
-    }
-
-    @Override
-    public String toString() {
-      return "BoundingBox{"
-          + "crs='"
-          + crs
-          + '\''
-          + ", lowerCorner=["
-          + lowerCornerX
-          + ", "
-          + lowerCornerY
-          + ']'
-          + ", upperCorner=["
-          + upperCornerX
-          + ", "
-          + upperCornerY
-          + ']'
-          + '}';
-    }
+    private String crs;
+    private double lowerCornerX;
+    private double lowerCornerY;
+    private double upperCornerX;
+    private double upperCornerY;
   }
 
   /** ResourceURL 정보를 담는 내부 클래스 (타일 URL 템플릿) */
+  @Data
+  @NoArgsConstructor
+  @AllArgsConstructor
   public static class ResourceUrl {
-
     private String format;
     private String resourceType;
     private String template;
-
-    public ResourceUrl() {}
-
-    public ResourceUrl(String format, String resourceType, String template) {
-      this.format = format;
-      this.resourceType = resourceType;
-      this.template = template;
-    }
-
-    // Getters and Setters
-    public String getFormat() {
-      return format;
-    }
-
-    public void setFormat(String format) {
-      this.format = format;
-    }
-
-    public String getResourceType() {
-      return resourceType;
-    }
-
-    public void setResourceType(String resourceType) {
-      this.resourceType = resourceType;
-    }
-
-    public String getTemplate() {
-      return template;
-    }
-
-    public void setTemplate(String template) {
-      this.template = template;
-    }
-
-    @Override
-    public String toString() {
-      return "ResourceUrl{"
-          + "format='"
-          + format
-          + '\''
-          + ", resourceType='"
-          + resourceType
-          + '\''
-          + ", template='"
-          + template
-          + '\''
-          + '}';
-    }
   }
 
   /** Style 정보를 담는 내부 클래스 */
+  @Data
+  @NoArgsConstructor
+  @AllArgsConstructor
   public static class Style {
-
     private String identifier;
     private String title;
-
-    @JsonProperty("default")
     private boolean isDefault;
+  }
 
-    public Style() {}
+  /** TileMatrix 정보를 담는 내부 클래스 */
+  @Data
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class TileMatric {
+    private String identifier;
+    private String scaleDenominator;
+    private String topLeftCorner;
+    //    private String tileWidth;
+    //    private String tileHeight;
+    //    private String matrixWidth;
+    //    private String matrixHeight;
+  }
 
-    public Style(String identifier, String title, boolean isDefault) {
-      this.identifier = identifier;
-      this.title = title;
-      this.isDefault = isDefault;
-    }
+  /** TileMatrixSetLink 정보를 담는 내부 클래스 */
+  @Data
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class TileMatrixSetLink {
+    private String tileMatrixSet;
+    private List<String> zoomLevels = new ArrayList<>();
 
-    // Getters and Setters
-    public String getIdentifier() {
-      return identifier;
-    }
-
-    public void setIdentifier(String identifier) {
-      this.identifier = identifier;
-    }
-
-    public String getTitle() {
-      return title;
-    }
-
-    public void setTitle(String title) {
-      this.title = title;
-    }
-
-    public boolean isDefault() {
-      return isDefault;
-    }
-
-    public void setDefault(boolean isDefault) {
-      this.isDefault = isDefault;
-    }
-
-    @Override
-    public String toString() {
-      return "Style{"
-          + "identifier='"
-          + identifier
-          + '\''
-          + ", title='"
-          + title
-          + '\''
-          + ", isDefault="
-          + isDefault
-          + '}';
+    public void addZoomLevel(String zoomLevel) {
+      this.zoomLevels.add(zoomLevel);
     }
   }
 }

src/main/java/com/kamco/cd/kamcoback/layer/service/LayerService.java

@@ -4,9 +4,11 @@ import com.kamco.cd.kamcoback.common.enums.LayerType;
 import com.kamco.cd.kamcoback.common.exception.CustomApiException;
 import com.kamco.cd.kamcoback.layer.dto.LayerDto;
 import com.kamco.cd.kamcoback.layer.dto.LayerDto.Basic;
+import com.kamco.cd.kamcoback.layer.dto.LayerDto.IsMapYn;
+import com.kamco.cd.kamcoback.layer.dto.LayerDto.LayerMapDto;
 import com.kamco.cd.kamcoback.layer.dto.LayerDto.OrderReq;
+import com.kamco.cd.kamcoback.layer.dto.LayerDto.TileUrlDto;
 import com.kamco.cd.kamcoback.layer.dto.WmsDto.WmsAddDto;
-import com.kamco.cd.kamcoback.layer.dto.WmsDto.WmsAddReqDto;
 import com.kamco.cd.kamcoback.layer.dto.WmsLayerInfo;
 import com.kamco.cd.kamcoback.layer.dto.WmtsDto.WmtsAddDto;
 import com.kamco.cd.kamcoback.layer.dto.WmtsLayerInfo;
@@ -14,6 +16,7 @@ import com.kamco.cd.kamcoback.postgres.core.MapLayerCoreService;
 import java.util.List;
 import java.util.UUID;
 import lombok.RequiredArgsConstructor;
+import org.springframework.beans.factory.annotation.Value;
 import org.springframework.http.HttpStatus;
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
@@ -27,6 +30,15 @@ public class LayerService {
   private final WmtsService wmtsService;
   private final WmsService wmsService;
 
+  @Value("${layer.geoserver-url}")
+  private String geoserverUrl;
+
+  @Value("${layer.wms-path}")
+  private String wmsPath;
+
+  @Value("${layer.wmts-path}")
+  private String wmtsPath;
+
   /**
    * 지도 레이어 관리 목록
    *
@@ -55,7 +67,7 @@ public class LayerService {
       }
 
       case GEOJSON -> {
-        mapLayerCoreService.saveGeoJson(dto);
+        return mapLayerCoreService.saveGeoJson(dto);
       }
 
       case WMTS -> {
@@ -66,6 +78,7 @@ public class LayerService {
         addDto.setDescription(dto.getDescription());
         addDto.setTitle(dto.getTitle());
         addDto.setTag(dto.getTag());
+        addDto.setLayerName(dto.getLayerName());
         return mapLayerCoreService.saveWmts(addDto);
       }
 
@@ -76,12 +89,12 @@ public class LayerService {
         addDto.setDescription(dto.getDescription());
         addDto.setTitle(dto.getTitle());
         addDto.setTag(dto.getTag());
+        addDto.setLayerName(dto.getLayerName());
         return mapLayerCoreService.saveWms(addDto);
       }
 
       default -> throw new CustomApiException("BAD_REQUEST", HttpStatus.BAD_REQUEST);
     }
-    return null;
   }
 
   /**
@@ -124,6 +137,17 @@ public class LayerService {
     mapLayerCoreService.update(uuid, dto);
   }
 
+  /**
+   * 맵 노출 여부 수정
+   *
+   * @param uuid
+   * @param isMapYn
+   */
+  @Transactional
+  public void updateIsMap(UUID uuid, IsMapYn isMapYn) {
+    mapLayerCoreService.updateIsMap(uuid, isMapYn);
+  }
+
   /**
    * wmts tile 조회
    *
@@ -142,21 +166,39 @@ public class LayerService {
     return wmsService.getTile();
   }
 
-  /**
-   * wms 저장
-   *
-   * @param dto
-   * @return
-   */
-  @Transactional
-  public UUID saveWms(WmsAddReqDto dto) {
-    // 선택한 tile 상세정보 조회
-    WmsLayerInfo info = wmsService.getDetail(dto.getTitle());
-    WmsAddDto addDto = new WmsAddDto();
-    addDto.setWmsLayerInfo(info);
-    addDto.setDescription(dto.getDescription());
-    addDto.setTitle(dto.getTitle());
-    addDto.setTag(dto.getTag());
-    return mapLayerCoreService.saveWms(addDto);
+  public List<LayerMapDto> findLayerMapList(String type) {
+    List<LayerMapDto> layerMapDtoList = mapLayerCoreService.findLayerMapList(type);
+    layerMapDtoList.forEach(
+        dto -> {
+          if (dto.getLayerType().equals("WMS")) {
+            dto.setUrl(
+                String.format(
+                    "%s/%s/%s",
+                    trimSlash(geoserverUrl), trimSlash(wmsPath), dto.getLayerType().toLowerCase()));
+          } else if (dto.getLayerType().equals("WMTS")) {
+            dto.setUrl(
+                String.format(
+                    "%s/%s/%s",
+                    trimSlash(geoserverUrl),
+                    trimSlash(wmtsPath),
+                    dto.getLayerType().toLowerCase()));
+          }
+        });
+    return layerMapDtoList;
+  }
+
+  private String trimSlash(String s) {
+    if (s == null) {
+      return "";
+    }
+    return s.replaceAll("/+$", "").replaceAll("^/+", "");
+  }
+
+  public LayerDto.YearTileDto getChangeDetectionTileUrl(Integer beforeYear, Integer afterYear) {
+    return mapLayerCoreService.getChangeDetectionTileUrl(beforeYear, afterYear);
+  }
+
+  public TileUrlDto getChangeDetectionTileOneYearUrl(Integer year) {
+    return mapLayerCoreService.getChangeDetectionTileOneYearUrl(year);
   }
 }

src/main/java/com/kamco/cd/kamcoback/layer/service/WmtsService.java

@@ -41,7 +41,7 @@ public class WmtsService {
     List<String> titles = new ArrayList<>();
 
     for (WmtsLayerInfo layer : layers) {
-      titles.add(layer.title);
+      titles.add(layer.getTitle()); // ✅ getter로 변경
     }
     return titles;
   }
@@ -50,7 +50,14 @@ public class WmtsService {
     return getLayerInfoByTitle(geoserverUrl, workspace, tile);
   }
 
-  private List<WmtsLayerInfo> getAllLayers(String geoserverUrl, String workspace) {
+  /**
+   * WMTS Capabilities URL에서 모든 레이어 정보를 가져옵니다.
+   *
+   * @param geoserverUrl 예: http://localhost:8080
+   * @param workspace 워크스페이스 이름
+   * @return 모든 레이어 정보 리스트
+   */
+  public List<WmtsLayerInfo> getAllLayers(String geoserverUrl, String workspace) {
     List<WmtsLayerInfo> layers = new ArrayList<>();
     try {
       // 1. XML 문서 로드 및 파싱
@@ -75,7 +82,7 @@ public class WmtsService {
         String title = getChildValue(layerNode, "Title");
 
         if (title != null && !title.trim().isEmpty()) {
-          WmtsLayerInfo layerInfo = parseLayerNode(layerNode, title);
+          WmtsLayerInfo layerInfo = parseLayerNode(workspace, doc, layerNode, title);
           layers.add(layerInfo);
         }
       }
@@ -88,151 +95,6 @@ public class WmtsService {
     return layers;
   }
 
-  // 특정 노드 아래의 자식 태그 값 추출 (예: <Title>값)
-  private String getChildValue(Node parent, String childName) {
-    Node child = findChildNode(parent, childName);
-    return (child != null) ? child.getTextContent() : null;
-  }
-
-  // 이름으로 자식 노드 찾기 (Local Name 기준)
-  private Node findChildNode(Node parent, String localName) {
-    NodeList children = parent.getChildNodes();
-    for (int i = 0; i < children.getLength(); i++) {
-      Node node = children.item(i);
-      // 네임스페이스 접두사(ows:, wmts:)를 무시하고 태그 이름 확인
-      if (node.getNodeName().endsWith(":" + localName) || node.getNodeName().equals(localName)) {
-        return node;
-      }
-    }
-    return null;
-  }
-
-  // 레이어 노드를 Java 객체로 변환
-  private WmtsLayerInfo parseLayerNode(Node layerNode, String title) {
-    WmtsLayerInfo info = new WmtsLayerInfo();
-    info.title = title;
-    info.identifier = getChildValue(layerNode, "Identifier");
-    info.abstractText = getChildValue(layerNode, "Abstract");
-
-    // Keywords 파싱
-    // 구조: <ows:Keywords><ows:Keyword>...</ows:Keyword></ows:Keywords>
-    info.keywords = getChildValues(layerNode, "Keywords", "Keyword");
-
-    // BoundingBox 파싱 (WGS84BoundingBox 기준)
-    info.boundingBox = parseBoundingBox(layerNode);
-
-    // Formats 파싱
-    info.formats = getChildValuesDirect(layerNode, "Format");
-
-    // TileMatrixSetLink 파싱
-    // 구조: <TileMatrixSetLink><TileMatrixSet>...</TileMatrixSet></TileMatrixSetLink>
-    info.tileMatrixSetLinks = getChildValues(layerNode, "TileMatrixSetLink", "TileMatrixSet");
-
-    // ResourceURL 파싱
-    info.resourceUrls = parseResourceUrls(layerNode);
-
-    // Styles 파싱
-    info.styles = parseStyles(layerNode);
-
-    return info;
-  }
-
-  // 특정 노드 아래의 반복되는 자식 구조 값 추출 (예: Keywords -> Keyword)
-  private List<String> getChildValues(Node parent, String wrapperName, String childName) {
-    List<String> results = new ArrayList<>();
-    Node wrapper = findChildNode(parent, wrapperName);
-    if (wrapper != null) {
-      NodeList children = wrapper.getChildNodes();
-      for (int i = 0; i < children.getLength(); i++) {
-        Node node = children.item(i);
-        if (node.getNodeName().endsWith(childName)) {
-          results.add(node.getTextContent());
-        }
-      }
-    }
-    return results;
-  }
-
-  private WmtsLayerInfo.BoundingBox parseBoundingBox(Node layerNode) {
-    // 보통 <ows:WGS84BoundingBox>를 찾음
-    Node bboxNode = findChildNode(layerNode, "WGS84BoundingBox");
-    if (bboxNode == null) bboxNode = findChildNode(layerNode, "BoundingBox");
-
-    if (bboxNode != null) {
-      WmtsLayerInfo.BoundingBox bbox = new WmtsLayerInfo.BoundingBox();
-      bbox.crs = getAttributeValue(bboxNode, "crs"); // WGS84는 보통 CRS 속성이 없을 수 있음(Default EPSG:4326)
-
-      String lowerCorner = getChildValue(bboxNode, "LowerCorner");
-      String upperCorner = getChildValue(bboxNode, "UpperCorner");
-
-      if (lowerCorner != null) {
-        String[] coords = lowerCorner.split(" ");
-        bbox.lowerCornerX = Double.parseDouble(coords[0]);
-        bbox.lowerCornerY = Double.parseDouble(coords[1]);
-      }
-      if (upperCorner != null) {
-        String[] coords = upperCorner.split(" ");
-        bbox.upperCornerX = Double.parseDouble(coords[0]);
-        bbox.upperCornerY = Double.parseDouble(coords[1]);
-      }
-      return bbox;
-    }
-    return null;
-  }
-
-  private String getAttributeValue(Node node, String attrName) {
-    if (node.hasAttributes()) {
-      Node attr = node.getAttributes().getNamedItem(attrName);
-      if (attr != null) return attr.getNodeValue();
-    }
-    return null;
-  }
-
-  // Wrapper 없이 바로 반복되는 값 추출 (예: Format)
-  private List<String> getChildValuesDirect(Node parent, String childName) {
-    List<String> results = new ArrayList<>();
-    NodeList children = parent.getChildNodes();
-    for (int i = 0; i < children.getLength(); i++) {
-      Node node = children.item(i);
-      if (node.getNodeName().endsWith(childName)) {
-        results.add(node.getTextContent());
-      }
-    }
-    return results;
-  }
-
-  private List<WmtsLayerInfo.ResourceUrl> parseResourceUrls(Node layerNode) {
-    List<WmtsLayerInfo.ResourceUrl> list = new ArrayList<>();
-    NodeList children = layerNode.getChildNodes();
-    for (int i = 0; i < children.getLength(); i++) {
-      Node node = children.item(i);
-      if (node.getNodeName().contains("ResourceURL")) { // local-name check simplification
-        WmtsLayerInfo.ResourceUrl url = new WmtsLayerInfo.ResourceUrl();
-        url.setFormat(getAttributeValue(node, "format"));
-        url.setResourceType(getAttributeValue(node, "resourceType"));
-        url.setTemplate(getAttributeValue(node, "template"));
-        list.add(url);
-      }
-    }
-    return list;
-  }
-
-  private List<WmtsLayerInfo.Style> parseStyles(Node layerNode) {
-    List<WmtsLayerInfo.Style> styles = new ArrayList<>();
-    NodeList children = layerNode.getChildNodes();
-    for (int i = 0; i < children.getLength(); i++) {
-      Node node = children.item(i);
-      if (node.getNodeName().endsWith("Style")) {
-        WmtsLayerInfo.Style style = new WmtsLayerInfo.Style();
-        style.setDefault(Boolean.parseBoolean(getAttributeValue(node, "isDefault")));
-        style.setIdentifier(getChildValue(node, "Identifier"));
-        style.setTitle(getChildValue(node, "Title"));
-        styles.add(style);
-      }
-    }
-    return styles;
-  }
-
   /**
    * WMTS Capabilities URL에서 특정 타이틀의 레이어 정보를 가져옵니다. // * @param capabilitiesUrl 예:
    * http://localhost:8080/geoserver/gwc/service/wmts?REQUEST=GetCapabilities
@@ -268,7 +130,7 @@ public class WmtsService {
 
         // 타이틀이 일치하면 객체 매핑 시작
         if (title != null && title.trim().equals(targetTitle)) {
-          return parseLayerNode(layerNode, title);
+          return parseLayerNode(workspace, doc, layerNode, title);
         }
       }
 
@@ -279,4 +141,325 @@ public class WmtsService {
 
     return null; // 찾지 못한 경우
   }
+
+  // 레이어 노드를 Java 객체로 변환 20250130
+  private WmtsLayerInfo parseLayerNode(
+      String workspace, Document doc, Node layerNode, String title) {
+    WmtsLayerInfo info = new WmtsLayerInfo();
+
+    info.setWorkspace(workspace); // 20250130
+    info.setTitle(title);
+    info.setIdentifier(getChildValue(layerNode, "Identifier"));
+    info.setAbstractText(getChildValue(layerNode, "Abstract"));
+
+    // Keywords 파싱
+    info.setKeywords(getChildValues(layerNode, "Keywords", "Keyword"));
+
+    // BoundingBox 파싱 (WGS84BoundingBox 기준)
+    info.setBoundingBox(parseBoundingBox(layerNode));
+
+    // Formats 파싱
+    info.setFormats(getChildValuesDirect(layerNode, "Format"));
+
+    // TileMatrixSetLink 파싱 (TileMatrixSet + Zoom Levels)
+    info.setTileMatrixSetLinks(parseTileMatrixSetLinks(layerNode));
+
+    // TileMatrixSetLimits에서 줌 레벨 추출 (개별 zoom 리스트)
+    info.setMatrixIds(parseMatrixIds(layerNode)); // 20260130
+
+    // ResourceURL 파싱
+    info.setResourceUrls(parseResourceUrls(layerNode));
+
+    // Styles 파싱
+    info.setStyles(parseStyles(layerNode));
+
+    // TileMatrixSet의 TileMatrix 정보 파싱
+    List<String> tileMatrixSetNames = new ArrayList<>();
+    if (info.getTileMatrixSetLinks() != null) {
+      for (WmtsLayerInfo.TileMatrixSetLink link : info.getTileMatrixSetLinks()) {
+        tileMatrixSetNames.add(link.getTileMatrixSet());
+      }
+    }
+
+    info.setTileMatrices(parseTileMatrices(doc, tileMatrixSetNames));
+
+    return info;
+  }
+
+  // --- Helper Methods ---
+
+  private WmtsLayerInfo.BoundingBox parseBoundingBox(Node layerNode) {
+    // 보통 <ows:WGS84BoundingBox>를 찾음
+    Node bboxNode = findChildNode(layerNode, "WGS84BoundingBox");
+    if (bboxNode == null) bboxNode = findChildNode(layerNode, "BoundingBox");
+
+    if (bboxNode != null) {
+      WmtsLayerInfo.BoundingBox bbox = new WmtsLayerInfo.BoundingBox();
+
+      // WGS84는 CRS 속성이 없을 수 있음
+      bbox.setCrs(getAttributeValue(bboxNode, "crs"));
+
+      String lowerCorner = getChildValue(bboxNode, "LowerCorner");
+      String upperCorner = getChildValue(bboxNode, "UpperCorner");
+
+      if (lowerCorner != null) {
+        String[] coords = lowerCorner.split(" ");
+        bbox.setLowerCornerX(Double.parseDouble(coords[0]));
+        bbox.setLowerCornerY(Double.parseDouble(coords[1]));
+      }
+
+      if (upperCorner != null) {
+        String[] coords = upperCorner.split(" ");
+        bbox.setUpperCornerX(Double.parseDouble(coords[0]));
+        bbox.setUpperCornerY(Double.parseDouble(coords[1]));
+      }
+
+      return bbox;
+    }
+
+    return null;
+  }
+
+  private List<WmtsLayerInfo.ResourceUrl> parseResourceUrls(Node layerNode) {
+    List<WmtsLayerInfo.ResourceUrl> list = new ArrayList<>();
+    NodeList children = layerNode.getChildNodes();
+    for (int i = 0; i < children.getLength(); i++) {
+      Node node = children.item(i);
+      if (node.getNodeName().contains("ResourceURL")) { // local-name check simplification
+        WmtsLayerInfo.ResourceUrl url = new WmtsLayerInfo.ResourceUrl();
+        url.setFormat(getAttributeValue(node, "format"));
+        url.setResourceType(getAttributeValue(node, "resourceType"));
+        url.setTemplate(getAttributeValue(node, "template"));
+        list.add(url);
+      }
+    }
+    return list;
+  }
+
+  private List<WmtsLayerInfo.Style> parseStyles(Node layerNode) {
+    List<WmtsLayerInfo.Style> styles = new ArrayList<>();
+    NodeList children = layerNode.getChildNodes();
+    for (int i = 0; i < children.getLength(); i++) {
+      Node node = children.item(i);
+      if (node.getNodeName().endsWith("Style")) {
+        WmtsLayerInfo.Style style = new WmtsLayerInfo.Style();
+        style.setDefault(Boolean.parseBoolean(getAttributeValue(node, "isDefault")));
+        style.setIdentifier(getChildValue(node, "Identifier"));
+        style.setTitle(getChildValue(node, "Title"));
+        styles.add(style);
+      }
+    }
+    return styles;
+  }
+
+  /**
+   * TileMatrixSetLimits에서 줌 레벨을 추출합니다. 예: "EPSG:4326:0" → "0", "EPSG:4326:1" → "1"
+   *
+   * @param layerNode Layer 노드
+   * @return 줌 레벨 문자열 리스트
+   */
+  private List<String> parseMatrixIds(Node layerNode) {
+    List<String> matrixIds = new ArrayList<>();
+    NodeList children = layerNode.getChildNodes();
+
+    // 모든 TileMatrixSetLink 찾기
+    for (int i = 0; i < children.getLength(); i++) {
+      Node node = children.item(i);
+      if (node.getNodeName().contains("TileMatrixSetLink")) {
+        // TileMatrixSetLimits 찾기
+        Node limitsNode = findChildNode(node, "TileMatrixSetLimits");
+        if (limitsNode != null) {
+          NodeList limitsList = limitsNode.getChildNodes();
+          // 각 TileMatrixLimits 처리
+          for (int j = 0; j < limitsList.getLength(); j++) {
+            Node limitNode = limitsList.item(j);
+            if (limitNode.getNodeName().contains("TileMatrixLimits")) {
+              // TileMatrix 또는 Identifier 값 추출
+              String identifier = getChildValue(limitNode, "TileMatrix");
+              if (identifier == null) {
+                identifier = getChildValue(limitNode, "Identifier");
+              }
+              // 마지막 콜론 이후 값(줌 레벨) 추출
+              if (identifier != null && identifier.contains(":")) {
+                String[] parts = identifier.split(":");
+                String zoomLevel = parts[parts.length - 1];
+                matrixIds.add(zoomLevel);
+              }
+            }
+          }
+        }
+      }
+    }
+
+    return matrixIds;
+  }
+
+  /**
+   * TileMatrixSetLink 정보를 파싱합니다. 각 TileMatrixSetLink에서 TileMatrixSet 이름과 줌 레벨들을 추출합니다.
+   *
+   * @param layerNode Layer 노드
+   * @return TileMatrixSetLink 객체 리스트
+   */
+  private List<WmtsLayerInfo.TileMatrixSetLink> parseTileMatrixSetLinks(Node layerNode) {
+    List<WmtsLayerInfo.TileMatrixSetLink> links = new ArrayList<>();
+    NodeList children = layerNode.getChildNodes();
+
+    // 모든 TileMatrixSetLink 찾기
+    for (int i = 0; i < children.getLength(); i++) {
+      Node node = children.item(i);
+      if (node.getNodeName().contains("TileMatrixSetLink")) {
+
+        // TileMatrixSet 이름 추출
+        String tileMatrixSet = getChildValue(node, "TileMatrixSet");
+
+        // 줌 레벨들 추출
+        List<String> zoomLevels = new ArrayList<>();
+        Node limitsNode = findChildNode(node, "TileMatrixSetLimits");
+        if (limitsNode != null) {
+          NodeList limitsList = limitsNode.getChildNodes();
+          for (int j = 0; j < limitsList.getLength(); j++) {
+            Node limitNode = limitsList.item(j);
+            if (limitNode.getNodeName().contains("TileMatrixLimits")) {
+              // TileMatrix 또는 Identifier 값 추출
+              String identifier = getChildValue(limitNode, "TileMatrix");
+              if (identifier == null) {
+                identifier = getChildValue(limitNode, "Identifier");
+              }
+              // 마지막 콜론 이후 값(줌 레벨) 추출
+              if (identifier != null && identifier.contains(":")) {
+                String[] parts = identifier.split(":");
+                String zoomLevel = parts[parts.length - 1];
+                zoomLevels.add(zoomLevel);
+              }
+            }
+          }
+        }
+
+        // TileMatrixSetLink 객체 생성 및 추가
+        if (tileMatrixSet != null) {
+          WmtsLayerInfo.TileMatrixSetLink link =
+              new WmtsLayerInfo.TileMatrixSetLink(tileMatrixSet, zoomLevels);
+          links.add(link);
+        }
+      }
+    }
+
+    return links;
+  }
+
+  /**
+   * Document에서 TileMatrixSet의 TileMatrix 정보를 파싱합니다.
+   *
+   * @param doc WMTS Capabilities Document
+   * @param tileMatrixSetNames 조회할 TileMatrixSet 이름 리스트
+   * @return TileMatric 객체 리스트
+   */
+  private List<WmtsLayerInfo.TileMatric> parseTileMatrices(
+      Document doc, List<String> tileMatrixSetNames) {
+    List<WmtsLayerInfo.TileMatric> allMatrices = new ArrayList<>();
+
+    try {
+      XPathFactory xPathFactory = XPathFactory.newInstance();
+      XPath xpath = xPathFactory.newXPath();
+
+      // 각 TileMatrixSet 이름에 대해 TileMatrix 찾기
+      for (String tileMatrixSetName : tileMatrixSetNames) {
+        // TileMatrixSet 찾기
+        String expression = "//*[local-name()='TileMatrixSet']";
+        NodeList tileMatrixSetNodes =
+            (NodeList) xpath.compile(expression).evaluate(doc, XPathConstants.NODESET);
+
+        for (int i = 0; i < tileMatrixSetNodes.getLength(); i++) {
+          Node tileMatrixSetNode = tileMatrixSetNodes.item(i);
+          String identifier = getChildValue(tileMatrixSetNode, "Identifier");
+
+          // 일치하는 TileMatrixSet 찾으면 TileMatrix 파싱
+          if (tileMatrixSetName.equals(identifier)) {
+            NodeList children = tileMatrixSetNode.getChildNodes();
+            for (int j = 0; j < children.getLength(); j++) {
+              Node node = children.item(j);
+              if (node.getNodeName().contains("TileMatrix")) {
+                WmtsLayerInfo.TileMatric tileMatric = new WmtsLayerInfo.TileMatric();
+
+                // TileMatrix 정보 추출
+                tileMatric.setScaleDenominator(getChildValue(node, "ScaleDenominator"));
+                tileMatric.setTopLeftCorner(getChildValue(node, "TopLeftCorner"));
+                tileMatric.setIdentifier(getChildValue(node, "Identifier"));
+
+                /* 미사용 정보 주석처리함
+                tileMatric.setTileWidth(getChildValue(node, "TileWidth"));
+                tileMatric.setTileHeight(getChildValue(node, "TileHeight"));
+                tileMatric.setMatrixWidth(getChildValue(node, "MatrixWidth"));
+                tileMatric.setMatrixHeight(getChildValue(node, "MatrixHeight"));
+                */
+
+                allMatrices.add(tileMatric);
+              }
+            }
+            break; // 일치하는 TileMatrixSet 찾았으므로 다음으로
+          }
+        }
+      }
+    } catch (Exception e) {
+      e.printStackTrace();
+    }
+
+    return allMatrices;
+  }
+
+  // 특정 노드 아래의 자식 태그 값 추출 (예: <Title>값)
+  private String getChildValue(Node parent, String childName) {
+    Node child = findChildNode(parent, childName);
+    return (child != null) ? child.getTextContent() : null;
+  }
+
+  // 특정 노드 아래의 반복되는 자식 구조 값 추출 (예: Keywords -> Keyword)
+  private List<String> getChildValues(Node parent, String wrapperName, String childName) {
+    List<String> results = new ArrayList<>();
+    Node wrapper = findChildNode(parent, wrapperName);
+    if (wrapper != null) {
+      NodeList children = wrapper.getChildNodes();
+      for (int i = 0; i < children.getLength(); i++) {
+        Node node = children.item(i);
+        if (node.getNodeName().endsWith(childName)) {
+          results.add(node.getTextContent());
+        }
+      }
+    }
+    return results;
+  }
+
+  // Wrapper 없이 바로 반복되는 값 추출 (예: Format)
+  private List<String> getChildValuesDirect(Node parent, String childName) {
+    List<String> results = new ArrayList<>();
+    NodeList children = parent.getChildNodes();
+    for (int i = 0; i < children.getLength(); i++) {
+      Node node = children.item(i);
+      if (node.getNodeName().endsWith(childName)) {
+        results.add(node.getTextContent());
+      }
+    }
+    return results;
+  }
+
+  // 이름으로 자식 노드 찾기 (Local Name 기준)
+  private Node findChildNode(Node parent, String localName) {
+    NodeList children = parent.getChildNodes();
+    for (int i = 0; i < children.getLength(); i++) {
+      Node node = children.item(i);
+      // 네임스페이스 접두사(ows:, wmts:)를 무시하고 태그 이름 확인
+      if (node.getNodeName().endsWith(":" + localName) || node.getNodeName().equals(localName)) {
+        return node;
+      }
+    }
+    return null;
+  }
+
+  private String getAttributeValue(Node node, String attrName) {
+    if (node.hasAttributes()) {
+      Node attr = node.getAttributes().getNamedItem(attrName);
+      if (attr != null) return attr.getNodeValue();
+    }
+    return null;
+  }
 }

src/main/java/com/kamco/cd/kamcoback/mapsheet/dto/MapSheetMngDto.java

@@ -7,6 +7,7 @@ import com.kamco.cd.kamcoback.common.utils.enums.EnumType;
 import com.kamco.cd.kamcoback.common.utils.enums.Enums;
 import com.kamco.cd.kamcoback.common.utils.interfaces.JsonFormatDttm;
 import io.swagger.v3.oas.annotations.media.Schema;
+import java.math.BigDecimal;
 import java.time.ZonedDateTime;
 import java.util.List;
 import java.util.UUID;
@@ -77,6 +78,34 @@ public class MapSheetMngDto {
     @Schema(description = "선택폴더경로", example = "D:\\app\\original-images\\2022")
     private String mngPath;
 
+    // Tile 등록 로직
+    @Schema(description = "url")
+    private String url;
+
+    @Schema(description = "좌측상단 경도", example = "126.0")
+    private BigDecimal minLon;
+
+    @Schema(description = "좌측상단 위도", example = "34.0")
+    private BigDecimal minLat;
+
+    @Schema(description = "우측하단 경도", example = "130.0")
+    private BigDecimal maxLon;
+
+    @Schema(description = "우측하단 위도", example = "38.5")
+    private BigDecimal maxLat;
+
+    @Schema(description = "zoom min", example = "5")
+    private Short minZoom;
+
+    @Schema(description = "zoom max", example = "18")
+    private Short maxZoom;
+
+    @Schema(description = "tag")
+    private String tag;
+
+    @Schema(description = "crs 좌표계")
+    private String crs;
+
     @JsonIgnore private Long createdUid;
   }
 
@@ -155,11 +184,14 @@ public class MapSheetMngDto {
     }
 
     public long getSyncErrorTotCnt() {
-      return this.syncNotPaireCnt + this.syncDuplicateCnt + this.syncFaultCnt;
+      return this.syncNotPaireCnt + this.syncDuplicateCnt + this.syncFaultCnt + this.syncNoFileCnt;
     }
 
     public long getSyncErrorExecTotCnt() {
-      return this.syncNotPaireExecCnt + this.syncDuplicateExecCnt + this.syncFaultExecCnt;
+      return this.syncNotPaireExecCnt
+          + this.syncDuplicateExecCnt
+          + this.syncFaultExecCnt
+          + this.syncNoFileExecCnt;
     }
 
     public String getMngState() {

src/main/java/com/kamco/cd/kamcoback/mapsheet/service/MapSheetMngService.java

@@ -341,12 +341,14 @@ public class MapSheetMngService {
     String dirPath = syncRootDir + srchDto.getDirPath();
     String sortType = "name desc";
 
-    List<FIleChecker.Folder> folderList = FIleChecker.getFolderAll(dirPath);
+    List<FIleChecker.Folder> folderList =
+        FIleChecker.getFolderAll(dirPath).stream()
+            .filter(dir -> dir.getIsValid().equals(true))
+            .toList();
 
     int folderTotCnt = folderList.size();
     int folderErrTotCnt =
-        (int)
-            folderList.stream().filter(dto -> dto.getIsValid().toString().equals("false")).count();
+        (int) folderList.stream().filter(dto -> dto.getIsValid().equals(false)).count();
 
     return new FoldersDto(dirPath, folderTotCnt, folderErrTotCnt, folderList);
   }

src/main/java/com/kamco/cd/kamcoback/members/dto/MembersDto.java

@@ -111,8 +111,8 @@ public class MembersDto {
     @EnumValid(enumClass = RoleType.class, message = "userRole은 ADMIN, LABELER, REVIEWER 만 가능합니다.")
     private String userRole;
 
-    @Schema(description = "사번", example = "K20251212001")
-    @Size(max = 50)
+    @Schema(description = "사번", example = "123456")
+    @Size(max = 6)
     private String employeeNo;
 
     @Schema(description = "이름", example = "홍길동")

src/main/java/com/kamco/cd/kamcoback/members/dto/SignInRequest.java

@@ -11,7 +11,7 @@ import lombok.ToString;
 @ToString(exclude = "password")
 public class SignInRequest {
 
-  @Schema(description = "사용자 ID", example = "1234567")
+  @Schema(description = "사용자 ID", example = "123456")
   private String username;
 
   @Schema(description = "비밀번호", example = "qwe123!@#")

src/main/java/com/kamco/cd/kamcoback/menu/service/MenuService.java

@@ -9,8 +9,10 @@ import lombok.RequiredArgsConstructor;
 import org.springframework.cache.annotation.Cacheable;
 import org.springframework.data.redis.core.StringRedisTemplate;
 import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
 
 @Service
+@Transactional(readOnly = true)
 @RequiredArgsConstructor
 public class MenuService {
 

src/main/java/com/kamco/cd/kamcoback/model/service/ModelMngService.java

@@ -243,8 +243,6 @@ public class ModelMngService {
     List<Basic> files =
         FIleChecker.getFilesFromAllDepth(dirPath, "*", "pth,py,json", 10, "name", startPos, endPos);
 
-    boolean hasPt = false; // pt 파일 존재 여부
-
     for (Basic dto : files) {
       // 예: 파일명 출력 및 추가 작업
       String foldNm = dto.getFullPath().replace(dto.getFileNm(), "");
@@ -265,17 +263,15 @@ public class ModelMngService {
       }
     }
 
-    if (!hasPt) {
+    // cls model 적용
+    String defaultPath = ptPath;
+    String defaultFileName = ptFileName;
 
-      String defaultPath = ptPath;
-      String defaultFileName = ptFileName;
+    Path ptPath = Paths.get(defaultPath, defaultFileName);
 
-      Path ptPath = Paths.get(defaultPath, defaultFileName);
-
-      if (Files.exists(ptPath)) {
-        modelUploadResDto.setClsModelPath(defaultPath);
-        modelUploadResDto.setClsModelFileName(defaultFileName);
-      }
+    if (Files.exists(ptPath)) {
+      modelUploadResDto.setClsModelPath(defaultPath);
+      modelUploadResDto.setClsModelFileName(defaultFileName);
     }
 
     // int fileListPos = 0;

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

@@ -1,9 +1,13 @@
 package com.kamco.cd.kamcoback.postgres.core;
 
 import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.Basic;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.LabelSendDto;
 import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinDto.GukYuinLinkFacts;
+import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinDto.LearnInfo;
 import com.kamco.cd.kamcoback.postgres.repository.Inference.MapSheetLearnRepository;
 import com.kamco.cd.kamcoback.postgres.repository.gukyuin.GukYuinRepository;
+import java.time.LocalDate;
+import java.util.List;
 import java.util.UUID;
 import lombok.RequiredArgsConstructor;
 import org.springframework.stereotype.Service;
@@ -29,8 +33,8 @@ public class GukYuinCoreService {
     gukYuinRepository.updateGukYuinMastRegResult(resultBody);
   }
 
-  public void updateGukYuinMastRegRemove(Basic resultBody) {
-    gukYuinRepository.updateGukYuinMastRegRemove(resultBody);
+  public void updateGukYuinMastRegRemove(String chnDtctId) {
+    gukYuinRepository.updateGukYuinMastRegRemove(chnDtctId);
   }
 
   public void updateInferenceGeomDataPnuCnt(String chnDtctObjtId, long pnuCnt) {
@@ -41,7 +45,36 @@ public class GukYuinCoreService {
     return gukYuinRepository.findMapSheetAnalDataInferenceGeomUid(chnDtctObjtId);
   }
 
-  public void insertGeoUidPnuData(Long geoUid, String[] pnuList) {
-    gukYuinRepository.insertGeoUidPnuData(geoUid, pnuList);
+  public void insertGeoUidPnuData(Long geoUid, String[] pnuList, String chnDtctObjtId) {
+    gukYuinRepository.insertGeoUidPnuData(geoUid, pnuList, chnDtctObjtId);
+  }
+
+  public LearnInfo findMapSheetLearnInfo(UUID uuid) {
+    return gukYuinRepository.findMapSheetLearnInfo(uuid);
+  }
+
+  public Integer findMapSheetLearnYearStage(Integer compareYyyy, Integer targetYyyy) {
+    return gukYuinRepository.findMapSheetLearnYearStage(compareYyyy, targetYyyy);
+  }
+
+  public void updateAnalInferenceApplyDttm(Basic registRes) {
+    gukYuinRepository.updateAnalInferenceApplyDttm(registRes);
+  }
+
+  public List<LabelSendDto> findLabelingCompleteSendList(LocalDate yesterday) {
+    return gukYuinRepository.findLabelingCompleteSendList(yesterday);
+  }
+
+  public Long findMapSheetLearnInfoByYyyy(
+      Integer compareYyyy, Integer targetYyyy, Integer maxStage) {
+    return gukYuinRepository.findMapSheetLearnInfoByYyyy(compareYyyy, targetYyyy, maxStage);
+  }
+
+  public void updateMapSheetLearnGukyuinEndStatus(Long learnId) {
+    gukYuinRepository.updateMapSheetLearnGukyuinEndStatus(learnId);
+  }
+
+  public void updateMapSheetInferenceLabelEndStatus(Long learnId) {
+    gukYuinRepository.updateMapSheetInferenceLabelEndStatus(learnId);
   }
 }

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

@@ -1,8 +1,11 @@
 package com.kamco.cd.kamcoback.postgres.core;
 
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.LearnKeyDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinStatus;
 import com.kamco.cd.kamcoback.postgres.repository.gukyuin.GukYuinRepository;
 import java.util.List;
 import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
 
 @Service
 public class GukYuinJobCoreService {
@@ -13,11 +16,12 @@ public class GukYuinJobCoreService {
     this.gukYuinRepository = gukYuinRepository;
   }
 
-  public List<String> findGukyuinApplyIngUidList() {
-    return gukYuinRepository.findGukyuinApplyIngUidList();
+  @Transactional
+  public void updateGukYuinApplyStateComplete(Long id, GukYuinStatus status) {
+    gukYuinRepository.updateGukYuinApplyStateComplete(id, status);
   }
 
-  public void updateGukYuinApplyStateComplete(String uid) {
-    gukYuinRepository.updateGukYuinApplyStateComplete(uid);
+  public List<LearnKeyDto> findGukyuinApplyStatusUidList(List<String> gukYuinStatus) {
+    return gukYuinRepository.findGukyuinApplyStatusUidList(gukYuinStatus);
   }
 }

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

@@ -0,0 +1,26 @@
+package com.kamco.cd.kamcoback.postgres.core;
+
+import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinDto.GeomUidDto;
+import com.kamco.cd.kamcoback.postgres.repository.gukyuin.GukYuinLabelJobRepository;
+import java.util.List;
+import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
+
+@Service
+public class GukYuinLabelJobCoreService {
+
+  private final GukYuinLabelJobRepository gukYuinLabelRepository;
+
+  public GukYuinLabelJobCoreService(GukYuinLabelJobRepository gukYuinLabelRepository) {
+    this.gukYuinLabelRepository = gukYuinLabelRepository;
+  }
+
+  public List<GeomUidDto> findYesterdayLabelingCompleteList() {
+    return gukYuinLabelRepository.findYesterdayLabelingCompleteList();
+  }
+
+  @Transactional
+  public void updateAnalDataInferenceGeomSendDttm(Long geoUid) {
+    gukYuinLabelRepository.updateAnalDataInferenceGeomSendDttm(geoUid);
+  }
+}

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

@@ -0,0 +1,44 @@
+package com.kamco.cd.kamcoback.postgres.core;
+
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.LearnKeyDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinStatus;
+import com.kamco.cd.kamcoback.postgres.repository.gukyuin.GukYuinPnuJobRepository;
+import java.util.List;
+import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
+
+@Service
+public class GukYuinPnuJobCoreService {
+
+  private final GukYuinPnuJobRepository gukYuinPnuRepository;
+
+  public GukYuinPnuJobCoreService(GukYuinPnuJobRepository gukYuinPnuRepository) {
+    this.gukYuinPnuRepository = gukYuinPnuRepository;
+  }
+
+  public void updateGukYuinApplyStateComplete(Long id, GukYuinStatus status) {
+    gukYuinPnuRepository.updateGukYuinApplyStateComplete(id, status);
+  }
+
+  public List<LearnKeyDto> findGukyuinApplyStatusUidList(List<String> gukYuinStatus) {
+    return gukYuinPnuRepository.findGukyuinApplyStatusUidList(gukYuinStatus);
+  }
+
+  public long upsertMapSheetDataAnalGeomPnu(String chnDtctObjtId, String[] pnuList) {
+    return gukYuinPnuRepository.upsertMapSheetDataAnalGeomPnu(chnDtctObjtId, pnuList);
+  }
+
+  @Transactional
+  public void updateInferenceGeomDataPnuCnt(String chnDtctObjtId, long pnuCnt) {
+    gukYuinPnuRepository.updateInferenceGeomDataPnuCnt(chnDtctObjtId, pnuCnt);
+  }
+
+  public Long findMapSheetAnalDataInferenceGeomUid(String chnDtctObjtId) {
+    return gukYuinPnuRepository.findMapSheetAnalDataInferenceGeomUid(chnDtctObjtId);
+  }
+
+  @Transactional
+  public void insertGeoUidPnuData(Long geoUid, String[] pnuList, String chnDtctObjtId) {
+    gukYuinPnuRepository.insertGeoUidPnuData(geoUid, pnuList, chnDtctObjtId);
+  }
+}

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

@@ -0,0 +1,76 @@
+package com.kamco.cd.kamcoback.postgres.core;
+
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectContDto.StbltResult;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.LearnKeyDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.RlbDtctMastDto;
+import com.kamco.cd.kamcoback.postgres.entity.PnuEntity;
+import com.kamco.cd.kamcoback.postgres.repository.gukyuin.GukYuinStbltJobRepository;
+import java.time.ZonedDateTime;
+import java.util.List;
+import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
+
+@Service
+public class GukYuinStbltJobCoreService {
+
+  private final GukYuinStbltJobRepository gukYuinStbltRepository;
+
+  public GukYuinStbltJobCoreService(GukYuinStbltJobRepository gukYuinStbltRepository) {
+    this.gukYuinStbltRepository = gukYuinStbltRepository;
+  }
+
+  public List<LearnKeyDto> findGukYuinEligibleForSurveyList(String status) {
+    return gukYuinStbltRepository.findGukYuinEligibleForSurveyList(status);
+  }
+
+  @Transactional
+  public void updateGukYuinEligibleForSurvey(String resultUid, RlbDtctMastDto stbltDto) {
+    PnuEntity entity =
+        gukYuinStbltRepository.findPnuEntityByResultUid(resultUid, stbltDto.getPnu());
+
+    if (entity != null) {
+      entity.setPnuDtctId(stbltDto.getPnuDtctId());
+      entity.setPnu(stbltDto.getPnu());
+      entity.setLrmSyncYmd(stbltDto.getLrmSyncYmd());
+      entity.setPnuSyncYmd(stbltDto.getPnuSyncYmd());
+      entity.setMpqdNo(stbltDto.getMpqdNo());
+      entity.setCprsYr(stbltDto.getCprsYr());
+      entity.setCrtrYr(stbltDto.getCrtrYr());
+      entity.setChnDtctSno(stbltDto.getChnDtctSno());
+      entity.setChnDtctId(stbltDto.getChnDtctId());
+      entity.setChnDtctMstId(stbltDto.getChnDtctMstId());
+      entity.setChnDtctObjtId(stbltDto.getChnDtctObjtId());
+      entity.setChnDtctContId(stbltDto.getChnDtctContId());
+      entity.setChnCd(stbltDto.getChnCd());
+      entity.setBfClsCd(stbltDto.getBfClsCd());
+      entity.setBfClsProb(stbltDto.getBfClsProb());
+      entity.setAfClsCd(stbltDto.getAfClsCd());
+      entity.setAfClsProb(stbltDto.getAfClsProb());
+      entity.setPnuSqms(stbltDto.getPnuSqms());
+      entity.setPnuDtctSqms(stbltDto.getPnuDtctSqms());
+      entity.setChnDtctSqms(stbltDto.getChnDtctSqms());
+      entity.setStbltYn(stbltDto.getStbltYn());
+      entity.setIncyCd(stbltDto.getIncyCd());
+      entity.setIncyRsnCont(stbltDto.getIncyRsnCont());
+      entity.setLockYn(stbltDto.getLockYn());
+      entity.setLblYn(stbltDto.getLblYn());
+      entity.setChgYn(stbltDto.getChgYn());
+      entity.setRsatctNo(stbltDto.getRsatctNo());
+      entity.setRmk(stbltDto.getRmk());
+      entity.setCrtDt(stbltDto.getCrtDt());
+      entity.setCrtEpno(stbltDto.getCrtEpno());
+      entity.setCrtIp(stbltDto.getCrtIp());
+      entity.setChgDt(stbltDto.getChgDt());
+      entity.setChgIp(stbltDto.getChgIp());
+      entity.setDelYn(stbltDto.getDelYn().equals("Y"));
+
+      entity.setCreatedDttm(ZonedDateTime.now());
+      gukYuinStbltRepository.save(entity);
+    }
+  }
+
+  @Transactional
+  public void updateGukYuinObjectStbltYn(String resultUid, StbltResult stbResult) {
+    gukYuinStbltRepository.updateGukYuinObjectStbltYn(resultUid, stbResult);
+  }
+}

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

@@ -37,10 +37,12 @@ import jakarta.persistence.EntityNotFoundException;
 import jakarta.validation.constraints.NotNull;
 import java.time.ZonedDateTime;
 import java.util.ArrayList;
+import java.util.LinkedHashMap;
 import java.util.List;
 import java.util.Objects;
 import java.util.UUID;
 import java.util.function.Consumer;
+import java.util.stream.Collectors;
 import java.util.stream.Stream;
 import lombok.RequiredArgsConstructor;
 import lombok.extern.log4j.Log4j2;
@@ -81,23 +83,29 @@ public class InferenceResultCoreService {
    * @param req
    */
   public UUID saveInferenceInfo(InferenceResultDto.RegReq req, List<MngListDto> targetList) {
-    String firstMapSheetName = null;
-    String mapSheetName = "";
-    int detectingCnt = 0;
 
-    for (MngListDto dto : targetList) {
-      if (detectingCnt == 0) {
-        firstMapSheetName = dto.getMapSheetName();
-      }
-      detectingCnt++;
-    }
+    List<MngListDto> distinctList =
+        targetList.stream()
+            .filter(dto -> dto.getMapSheetName() != null && !dto.getMapSheetName().isBlank())
+            .collect(
+                Collectors.toMap(
+                    MngListDto::getMapSheetName,
+                    dto -> dto,
+                    (existing, duplicate) -> existing,
+                    LinkedHashMap::new))
+            .values()
+            .stream()
+            .toList();
 
+    int detectingCnt = distinctList.size();
+
+    String mapSheetName;
     if (detectingCnt == 0) {
       mapSheetName = "";
     } else if (detectingCnt == 1) {
-      mapSheetName = firstMapSheetName + " 1건";
+      mapSheetName = distinctList.get(0).getMapSheetName() + " 1건";
     } else {
-      mapSheetName = firstMapSheetName + " 외 " + (detectingCnt - 1) + "건";
+      mapSheetName = distinctList.get(0).getMapSheetName() + " 외 " + (detectingCnt - 1) + "건";
     }
 
     MapSheetLearnEntity mapSheetLearnEntity = new MapSheetLearnEntity();
@@ -113,7 +121,7 @@ public class InferenceResultCoreService {
     mapSheetLearnEntity.setCreatedUid(userUtil.getId());
     mapSheetLearnEntity.setMapSheetCnt(mapSheetName);
     mapSheetLearnEntity.setDetectingCnt(0L);
-    mapSheetLearnEntity.setTotalJobs((long) detectingCnt);
+    mapSheetLearnEntity.setTotalJobs((long) targetList.size());
 
     // 회차는 국유인 반영할때 update로 변경됨
     //    mapSheetLearnEntity.setStage(

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

@@ -1,8 +1,11 @@
 package com.kamco.cd.kamcoback.postgres.core;
 
+import com.kamco.cd.kamcoback.common.exception.CustomApiException;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.AllocateInfoDto;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.InferenceDetail;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.InferenceLearnDto;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelMngState;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelerDetail;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelingStatDto;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.MoveInfo;
@@ -13,12 +16,18 @@ import com.kamco.cd.kamcoback.label.dto.WorkerStatsDto.ProjectInfo;
 import com.kamco.cd.kamcoback.label.dto.WorkerStatsDto.WorkProgressInfo;
 import com.kamco.cd.kamcoback.label.dto.WorkerStatsDto.WorkerStatistics;
 import com.kamco.cd.kamcoback.postgres.entity.LabelingAssignmentEntity;
+import com.kamco.cd.kamcoback.postgres.repository.batch.BatchStepHistoryRepository;
 import com.kamco.cd.kamcoback.postgres.repository.label.LabelAllocateRepository;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.nio.file.Paths;
 import java.time.LocalDate;
 import java.util.List;
 import java.util.UUID;
 import lombok.RequiredArgsConstructor;
+import org.springframework.beans.factory.annotation.Value;
 import org.springframework.data.domain.Page;
+import org.springframework.http.HttpStatus;
 import org.springframework.stereotype.Service;
 
 @Service
@@ -26,6 +35,10 @@ import org.springframework.stereotype.Service;
 public class LabelAllocateCoreService {
 
   private final LabelAllocateRepository labelAllocateRepository;
+  private final BatchStepHistoryRepository batchStepHistoryRepository;
+
+  @Value("${file.dataset-response}")
+  private String responsePath;
 
   public List<AllocateInfoDto> fetchNextIds(Long lastId, Long batchSize, UUID uuid) {
     return labelAllocateRepository.fetchNextIds(lastId, batchSize, uuid);
@@ -234,4 +247,34 @@ public class LabelAllocateCoreService {
   public Long findLabelingIngProcessCnt() {
     return labelAllocateRepository.findLabelingIngProcessCnt();
   }
+
+  public boolean isDownloadable(UUID uuid) {
+    InferenceLearnDto dto = labelAllocateRepository.findLabelingIngProcessId(uuid);
+
+    if (dto == null) {
+      return false;
+    }
+
+    // 파일이 있는지만 확인
+    Path path = Paths.get(responsePath).resolve(dto.getLearnUid() + ".zip");
+
+    if (!Files.exists(path) || !Files.isRegularFile(path)) {
+      // 실제 파일만 true (디렉터리는 제외)
+      return false;
+    }
+
+    // 다운로드 확인할 학습데이터가 라벨링중인 경우 파일 생성여부가 정상인지 확인
+    if (dto.getAnalState().equals(LabelMngState.ASSIGNED.getId())
+        || dto.getAnalState().equals(LabelMngState.ING.getId())) {
+      return batchStepHistoryRepository.isDownloadable(dto.getAnalId());
+    }
+
+    return true;
+  }
+
+  public String findLearnUid(UUID uuid) {
+    return labelAllocateRepository
+        .findLearnUid(uuid)
+        .orElseThrow(() -> new CustomApiException("NOT_FOUND_DATA", HttpStatus.NOT_FOUND));
+  }
 }

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

@@ -6,7 +6,10 @@ import com.kamco.cd.kamcoback.common.enums.LayerType;
 import com.kamco.cd.kamcoback.common.exception.CustomApiException;
 import com.kamco.cd.kamcoback.common.utils.UserUtil;
 import com.kamco.cd.kamcoback.layer.dto.LayerDto;
+import com.kamco.cd.kamcoback.layer.dto.LayerDto.IsMapYn;
+import com.kamco.cd.kamcoback.layer.dto.LayerDto.LayerMapDto;
 import com.kamco.cd.kamcoback.layer.dto.LayerDto.OrderReq;
+import com.kamco.cd.kamcoback.layer.dto.LayerDto.TileUrlDto;
 import com.kamco.cd.kamcoback.layer.dto.WmsDto.WmsAddDto;
 import com.kamco.cd.kamcoback.layer.dto.WmtsDto.WmtsAddDto;
 import com.kamco.cd.kamcoback.postgres.entity.MapLayerEntity;
@@ -25,6 +28,7 @@ import org.springframework.stereotype.Service;
 @Service
 @RequiredArgsConstructor
 public class MapLayerCoreService {
+
   private final MapLayerRepository mapLayerRepository;
   private final UserUtil userUtil;
   private final ObjectMapper objectMapper;
@@ -63,10 +67,6 @@ public class MapLayerCoreService {
             .findDetailByUuid(uuid)
             .orElseThrow(() -> new CustomApiException("NOT_FOUND_DATA", HttpStatus.NOT_FOUND));
 
-    if (LayerType.TILE.getId().equals(entity.getLayerType())) {
-      throw new CustomApiException("UNPROCESSABLE_ENTITY", HttpStatus.CONFLICT);
-    }
-
     entity.setIsDeleted(true);
     entity.setUpdatedUid(userUtil.getId());
     entity.setUpdatedDttm(ZonedDateTime.now());
@@ -87,6 +87,10 @@ public class MapLayerCoreService {
       entity.setDescription(dto.getDescription());
     }
 
+    if (dto.getLayerName() != null) {
+      entity.setLayerName(dto.getLayerName());
+    }
+
     if (dto.getUrl() != null) {
       entity.setUrl(dto.getUrl());
     }
@@ -127,10 +131,40 @@ public class MapLayerCoreService {
       entity.setIsLabelingMap(dto.getIsLabelingMap());
     }
 
+    if (dto.getCrs() != null) {
+      entity.setCrs(dto.getCrs());
+    }
+
     entity.setUpdatedUid(userUtil.getId());
     entity.setUpdatedDttm(ZonedDateTime.now());
   }
 
+  /**
+   * 맵 노출 여부
+   *
+   * @param uuid
+   * @param isMapYn
+   */
+  public void updateIsMap(UUID uuid, IsMapYn isMapYn) {
+    MapLayerEntity entity =
+        mapLayerRepository
+            .findDetailByUuid(uuid)
+            .orElseThrow(() -> new CustomApiException("NOT_FOUND_DATA", HttpStatus.NOT_FOUND));
+
+    LayerDto.MapType mapType;
+
+    try {
+      mapType = LayerDto.MapType.valueOf(isMapYn.getMapType());
+    } catch (IllegalArgumentException e) {
+      throw new CustomApiException("BAD_REQUEST", HttpStatus.BAD_REQUEST);
+    }
+
+    switch (mapType) {
+      case CHANGE_MAP -> entity.setIsChangeMap(isMapYn.getIsMapYn());
+      case LABELING_MAP -> entity.setIsLabelingMap(isMapYn.getIsMapYn());
+    }
+  }
+
   /**
    * 순서 수정
    *
@@ -180,15 +214,10 @@ public class MapLayerCoreService {
    * @param dto
    */
   public UUID saveTile(LayerDto.AddReq dto) {
-    LayerDto.SearchReq searchReq = new LayerDto.SearchReq();
-    searchReq.setLayerType(LayerType.TILE.getId());
-    List<LayerDto.Basic> entityList = mapLayerRepository.findAllLayer(searchReq);
-
-    if (!entityList.isEmpty()) {
-      throw new CustomApiException("DUPLICATE_DATA", HttpStatus.CONFLICT);
-    }
+    Long order = mapLayerRepository.findSortOrderDesc();
 
     MapLayerEntity mapLayerEntity = new MapLayerEntity();
+    mapLayerEntity.setLayerName(dto.getLayerName());
     mapLayerEntity.setDescription(dto.getDescription());
     mapLayerEntity.setUrl(dto.getUrl());
     mapLayerEntity.setTag(dto.getTag());
@@ -198,11 +227,12 @@ public class MapLayerCoreService {
     mapLayerEntity.setMaxLat(dto.getMaxLat());
     mapLayerEntity.setMinZoom(dto.getMin());
     mapLayerEntity.setMaxZoom(dto.getMax());
+    mapLayerEntity.setCrs(dto.getCrs());
 
     mapLayerEntity.setCreatedUid(userUtil.getId());
     mapLayerEntity.setIsChangeMap(true);
-    mapLayerEntity.setIsLabelingMap(false);
-    mapLayerEntity.setOrder(1L);
+    mapLayerEntity.setIsLabelingMap(true);
+    mapLayerEntity.setOrder(order + 1);
     mapLayerEntity.setLayerType(LayerType.TILE.getId());
     mapLayerEntity.setUpdatedDttm(ZonedDateTime.now());
     return mapLayerRepository.save(mapLayerEntity).getUuid();
@@ -218,6 +248,7 @@ public class MapLayerCoreService {
     Long order = mapLayerRepository.findSortOrderDesc();
 
     MapLayerEntity mapLayerEntity = new MapLayerEntity();
+    mapLayerEntity.setLayerName(addDto.getLayerName());
     mapLayerEntity.setDescription(addDto.getDescription());
     mapLayerEntity.setUrl(addDto.getUrl());
     mapLayerEntity.setTag(addDto.getTag());
@@ -225,6 +256,7 @@ public class MapLayerCoreService {
     mapLayerEntity.setIsChangeMap(true);
     mapLayerEntity.setIsLabelingMap(true);
     mapLayerEntity.setLayerType(LayerType.GEOJSON.getId());
+    mapLayerEntity.setCrs(addDto.getCrs());
     mapLayerEntity.setUpdatedDttm(ZonedDateTime.now());
     mapLayerEntity.setOrder(order + 1);
     return mapLayerRepository.save(mapLayerEntity).getUuid();
@@ -247,6 +279,7 @@ public class MapLayerCoreService {
     }
 
     MapLayerEntity mapLayerEntity = new MapLayerEntity();
+    mapLayerEntity.setLayerName(addDto.getLayerName());
     mapLayerEntity.setTitle(addDto.getTitle());
     mapLayerEntity.setDescription(addDto.getDescription());
     mapLayerEntity.setCreatedUid(userUtil.getId());
@@ -279,6 +312,7 @@ public class MapLayerCoreService {
     }
 
     MapLayerEntity mapLayerEntity = new MapLayerEntity();
+    mapLayerEntity.setLayerName(addDto.getLayerName());
     mapLayerEntity.setTitle(addDto.getTitle());
     mapLayerEntity.setDescription(addDto.getDescription());
     mapLayerEntity.setCreatedUid(userUtil.getId());
@@ -291,4 +325,16 @@ public class MapLayerCoreService {
     mapLayerEntity.setTag(addDto.getTag());
     return mapLayerRepository.save(mapLayerEntity).getUuid();
   }
+
+  public List<LayerMapDto> findLayerMapList(String type) {
+    return mapLayerRepository.findLayerMapList(type);
+  }
+
+  public LayerDto.YearTileDto getChangeDetectionTileUrl(Integer beforeYear, Integer afterYear) {
+    return mapLayerRepository.getChangeDetectionTileUrl(beforeYear, afterYear);
+  }
+
+  public TileUrlDto getChangeDetectionTileOneYearUrl(Integer year) {
+    return mapLayerRepository.getChangeDetectionTileOneYearUrl(year);
+  }
 }

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

@@ -162,6 +162,9 @@ public class MapSheetMngCoreService {
             saved.getMngYyyy(), saved.getMngPath());
     mapSheetMngRepository.updateYearState(saved.getMngYyyy(), "DONE");
 
+    // 년도별 Tile 정보 등록
+    mapSheetMngRepository.insertMapSheetMngTile(addReq);
+
     return hstCnt;
   }
 

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

@@ -0,0 +1,36 @@
+package com.kamco.cd.kamcoback.postgres.core;
+
+import com.kamco.cd.kamcoback.postgres.repository.scheduler.TrainingDataLabelJobRepository;
+import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.InspectorPendingDto;
+import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.Tasks;
+import java.util.List;
+import java.util.UUID;
+import lombok.RequiredArgsConstructor;
+import org.springframework.stereotype.Service;
+
+@Service
+@RequiredArgsConstructor
+public class TrainingDataLabelJobCoreService {
+
+  private final TrainingDataLabelJobRepository trainingDataLabelJobRepository;
+
+  public List<Tasks> findCompletedYesterdayUnassigned() {
+    return trainingDataLabelJobRepository.findCompletedYesterdayUnassigned();
+  }
+
+  public void assignReviewerBatch(List<UUID> assignmentUids, String reviewerId) {
+    trainingDataLabelJobRepository.assignReviewerBatch(assignmentUids, reviewerId);
+  }
+
+  public List<InspectorPendingDto> findInspectorPendingByRound(Long analUid) {
+    return trainingDataLabelJobRepository.findInspectorPendingByRound(analUid);
+  }
+
+  public void lockInspectors(Long analUid, List<String> reviewerIds) {
+    trainingDataLabelJobRepository.lockInspectors(analUid, reviewerIds);
+  }
+
+  public void updateGeomUidTestState(List<Long> geomUids) {
+    trainingDataLabelJobRepository.updateGeomUidTestState(geomUids);
+  }
+}

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

@@ -4,10 +4,7 @@ import com.kamco.cd.kamcoback.postgres.repository.scheduler.TrainingDataReviewJo
 import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.AnalCntInfo;
 import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.AnalMapSheetList;
 import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.CompleteLabelData;
-import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.InspectorPendingDto;
-import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.Tasks;
 import java.util.List;
-import java.util.UUID;
 import lombok.RequiredArgsConstructor;
 import org.springframework.stereotype.Service;
 
@@ -17,34 +14,6 @@ public class TrainingDataReviewJobCoreService {
 
   private final TrainingDataReviewJobRepository trainingDataReviewJobRepository;
 
-  public List<Tasks> findCompletedYesterdayUnassigned() {
-    return trainingDataReviewJobRepository.findCompletedYesterdayUnassigned();
-  }
-
-  public void assignReviewer(UUID assignmentUid, String reviewerId) {
-    trainingDataReviewJobRepository.assignReviewer(assignmentUid, reviewerId);
-  }
-
-  public void assignReviewerBatch(List<UUID> assignmentUids, String reviewerId) {
-    trainingDataReviewJobRepository.assignReviewerBatch(assignmentUids, reviewerId);
-  }
-
-  public Tasks findAssignmentTask(String assignmentUid) {
-    return trainingDataReviewJobRepository.findAssignmentTask(assignmentUid);
-  }
-
-  public List<InspectorPendingDto> findInspectorPendingByRound(Long analUid) {
-    return trainingDataReviewJobRepository.findInspectorPendingByRound(analUid);
-  }
-
-  public void lockInspectors(Long analUid, List<String> reviewerIds) {
-    trainingDataReviewJobRepository.lockInspectors(analUid, reviewerIds);
-  }
-
-  public void updateGeomUidTestState(List<Long> geomUids) {
-    trainingDataReviewJobRepository.updateGeomUidTestState(geomUids);
-  }
-
   public List<CompleteLabelData> findCompletedYesterdayLabelingList(
       Long analUid, String mapSheetNum) {
     return trainingDataReviewJobRepository.findCompletedYesterdayLabelingList(analUid, mapSheetNum);

src/main/java/com/kamco/cd/kamcoback/postgres/entity/BatchStepHistoryEntity.java

@@ -0,0 +1,62 @@
+package com.kamco.cd.kamcoback.postgres.entity;
+
+import jakarta.persistence.Column;
+import jakarta.persistence.Entity;
+import jakarta.persistence.GeneratedValue;
+import jakarta.persistence.GenerationType;
+import jakarta.persistence.Id;
+import jakarta.persistence.Table;
+import jakarta.validation.constraints.NotNull;
+import jakarta.validation.constraints.Size;
+import java.time.LocalDateTime;
+import lombok.Getter;
+import lombok.Setter;
+
+@Getter
+@Setter
+@Entity
+@Table(name = "batch_step_history")
+public class BatchStepHistoryEntity {
+
+  @Id
+  @GeneratedValue(strategy = GenerationType.IDENTITY)
+  @Column(name = "id", nullable = false)
+  private Long id;
+
+  @NotNull
+  @Column(name = "anal_uid", nullable = false)
+  private Long analUid;
+
+  @Size(max = 255)
+  @NotNull
+  @Column(name = "result_uid", nullable = false)
+  private String resultUid;
+
+  @Size(max = 100)
+  @NotNull
+  @Column(name = "step_name", nullable = false, length = 100)
+  private String stepName;
+
+  @Size(max = 50)
+  @NotNull
+  @Column(name = "status", nullable = false, length = 50)
+  private String status;
+
+  @Column(name = "error_message", length = Integer.MAX_VALUE)
+  private String errorMessage;
+
+  @NotNull
+  @Column(name = "started_dttm", nullable = false)
+  private LocalDateTime startedDttm;
+
+  @Column(name = "completed_dttm")
+  private LocalDateTime completedDttm;
+
+  @NotNull
+  @Column(name = "created_dttm", nullable = false)
+  private LocalDateTime createdDttm;
+
+  @NotNull
+  @Column(name = "updated_dttm", nullable = false)
+  private LocalDateTime updatedDttm;
+}

src/main/java/com/kamco/cd/kamcoback/postgres/entity/MapLayerEntity.java

@@ -43,6 +43,10 @@ public class MapLayerEntity {
   @Column(name = "title", length = 200)
   private String title;
 
+  @Size(max = 255)
+  @Column(name = "layer_name")
+  private String layerName;
+
   @Column(name = "description", length = Integer.MAX_VALUE)
   private String description;
 
@@ -103,9 +107,13 @@ public class MapLayerEntity {
   @Column(name = "is_deleted")
   private Boolean isDeleted = false;
 
+  @Column(name = "crs")
+  private String crs;
+
   public LayerDto.Detail toDto() {
     return new LayerDto.Detail(
         this.uuid,
+        this.layerName,
         this.layerType,
         this.title,
         this.description,
@@ -120,6 +128,7 @@ public class MapLayerEntity {
         this.maxLat,
         this.minZoom,
         this.maxZoom,
-        this.createdDttm);
+        this.createdDttm,
+        this.crs);
   }
 }

src/main/java/com/kamco/cd/kamcoback/postgres/entity/MapSheetAnalDataInferenceGeomEntity.java

@@ -156,6 +156,12 @@ public class MapSheetAnalDataInferenceGeomEntity {
   @JoinColumn(name = "map_5k_id", referencedColumnName = "fid")
   private MapInkx5kEntity map5k;
 
+  @Column(name = "label_send_dttm")
+  private ZonedDateTime labelSendDttm;
+
+  @Column(name = "lock_yn")
+  private String lockYn;
+
   public InferenceDetailDto.DetailListEntity toEntity() {
     DetectionClassification classification = DetectionClassification.fromString(classBeforeCd);
     Clazzes comparedClazz = new Clazzes(classification, classBeforeProb);

src/main/java/com/kamco/cd/kamcoback/postgres/entity/MapSheetLearnEntity.java

@@ -199,6 +199,9 @@ public class MapSheetLearnEntity {
   @Column(name = "total_jobs")
   private Long totalJobs;
 
+  @Column(name = "chn_dtct_mst_id")
+  private String chnDtctMstId;
+
   public InferenceResultDto.ResultList toDto() {
     return new InferenceResultDto.ResultList(
         this.uuid,

src/main/java/com/kamco/cd/kamcoback/postgres/entity/MapSheetMngTileEntity.java

@@ -0,0 +1,58 @@
+package com.kamco.cd.kamcoback.postgres.entity;
+
+import jakarta.persistence.Column;
+import jakarta.persistence.Entity;
+import jakarta.persistence.Id;
+import jakarta.persistence.Table;
+import jakarta.validation.constraints.NotNull;
+import java.math.BigDecimal;
+import java.time.ZonedDateTime;
+import lombok.Getter;
+import lombok.Setter;
+import org.hibernate.annotations.ColumnDefault;
+
+@Getter
+@Setter
+@Entity
+@Table(name = "tb_map_sheet_mng_tile")
+public class MapSheetMngTileEntity {
+
+  @Id
+  @Column(name = "mng_yyyy", nullable = false)
+  private Integer mngYyyy;
+
+  @Column(name = "url", length = Integer.MAX_VALUE)
+  private String url;
+
+  @Column(name = "min_lon", precision = 10, scale = 7)
+  private BigDecimal minLon;
+
+  @Column(name = "min_lat", precision = 10, scale = 7)
+  private BigDecimal minLat;
+
+  @Column(name = "max_lon", precision = 10, scale = 7)
+  private BigDecimal maxLon;
+
+  @Column(name = "max_lat", precision = 10, scale = 7)
+  private BigDecimal maxLat;
+
+  @Column(name = "min_zoom")
+  private Short minZoom;
+
+  @Column(name = "max_zoom")
+  private Short maxZoom;
+
+  @Column(name = "tag")
+  private String tag;
+
+  @Column(name = "crs")
+  private String crs;
+
+  @NotNull
+  @ColumnDefault("now()")
+  @Column(name = "created_dttm", nullable = false)
+  private ZonedDateTime createdDttm = ZonedDateTime.now();
+
+  @Column(name = "updated_dttm")
+  private ZonedDateTime updatedDttm;
+}

src/main/java/com/kamco/cd/kamcoback/postgres/entity/PnuEntity.java

@@ -12,7 +12,7 @@ import jakarta.persistence.SequenceGenerator;
 import jakarta.persistence.Table;
 import jakarta.validation.constraints.NotNull;
 import jakarta.validation.constraints.Size;
-import java.time.OffsetDateTime;
+import java.time.ZonedDateTime;
 import lombok.Getter;
 import lombok.Setter;
 import org.hibernate.annotations.ColumnDefault;
@@ -39,7 +39,7 @@ public class PnuEntity {
   private String pnu;
 
   @Column(name = "created_dttm")
-  private OffsetDateTime createdDttm;
+  private ZonedDateTime createdDttm;
 
   @Column(name = "created_uid")
   private Long createdUid;
@@ -47,4 +47,140 @@ public class PnuEntity {
   @ColumnDefault("false")
   @Column(name = "del_yn")
   private Boolean delYn;
+
+  @Size(max = 40)
+  @Column(name = "pnu_dtct_id", length = 40)
+  private String pnuDtctId;
+
+  @Size(max = 10)
+  @Column(name = "lrm_sync_ymd", length = 10)
+  private String lrmSyncYmd;
+
+  @Size(max = 10)
+  @Column(name = "pnu_sync_ymd", length = 10)
+  private String pnuSyncYmd;
+
+  @Size(max = 20)
+  @Column(name = "mpqd_no", length = 20)
+  private String mpqdNo;
+
+  @Size(max = 10)
+  @Column(name = "cprs_yr", length = 10)
+  private String cprsYr;
+
+  @Size(max = 10)
+  @Column(name = "crtr_yr", length = 10)
+  private String crtrYr;
+
+  @Size(max = 255)
+  @Column(name = "chn_dtct_id")
+  private String chnDtctId;
+
+  @Size(max = 10)
+  @Column(name = "chn_dtct_mst_id", length = 10)
+  private String chnDtctMstId;
+
+  @Size(max = 255)
+  @Column(name = "chn_dtct_objt_id")
+  private String chnDtctObjtId;
+
+  @Size(max = 255)
+  @Column(name = "chn_dtct_cont_id")
+  private String chnDtctContId;
+
+  @Size(max = 50)
+  @Column(name = "chn_cd", length = 50)
+  private String chnCd;
+
+  @Size(max = 50)
+  @Column(name = "chn_dtct_prob", length = 50)
+  private String chnDtctProb;
+
+  @Size(max = 50)
+  @Column(name = "bf_cls_cd", length = 50)
+  private String bfClsCd;
+
+  @Size(max = 50)
+  @Column(name = "bf_cls_prob", length = 50)
+  private String bfClsProb;
+
+  @Size(max = 50)
+  @Column(name = "af_cls_cd", length = 50)
+  private String afClsCd;
+
+  @Size(max = 50)
+  @Column(name = "af_cls_prob", length = 50)
+  private String afClsProb;
+
+  @Size(max = 100)
+  @Column(name = "pnu_sqms", length = 100)
+  private String pnuSqms;
+
+  @Size(max = 100)
+  @Column(name = "pnu_dtct_sqms", length = 100)
+  private String pnuDtctSqms;
+
+  @Size(max = 100)
+  @Column(name = "chn_dtct_sqms", length = 100)
+  private String chnDtctSqms;
+
+  @Size(max = 1)
+  @Column(name = "stblt_yn", length = 1)
+  private String stbltYn;
+
+  @Size(max = 30)
+  @Column(name = "incy_cd", length = 30)
+  private String incyCd;
+
+  @Size(max = 255)
+  @Column(name = "incy_rsn_cont")
+  private String incyRsnCont;
+
+  @Size(max = 1)
+  @Column(name = "lock_yn", length = 1)
+  private String lockYn;
+
+  @Size(max = 1)
+  @Column(name = "lbl_yn", length = 1)
+  private String lblYn;
+
+  @Size(max = 1)
+  @Column(name = "chg_yn", length = 1)
+  private String chgYn;
+
+  @Size(max = 50)
+  @Column(name = "rsatct_no", length = 50)
+  private String rsatctNo;
+
+  @Size(max = 100)
+  @Column(name = "rmk", length = 100)
+  private String rmk;
+
+  @Size(max = 20)
+  @Column(name = "crt_dt", length = 20)
+  private String crtDt;
+
+  @Size(max = 20)
+  @Column(name = "crt_epno", length = 20)
+  private String crtEpno;
+
+  @Size(max = 20)
+  @Column(name = "crt_ip", length = 20)
+  private String crtIp;
+
+  @Size(max = 20)
+  @Column(name = "chg_dt", length = 20)
+  private String chgDt;
+
+  @Size(max = 20)
+  @Column(name = "chg_epno", length = 20)
+  private String chgEpno;
+
+  @Size(max = 20)
+  @Column(name = "chg_ip", length = 20)
+  private String chgIp;
+
+  @Size(max = 10)
+  @Column(name = "chn_dtct_sno", length = 10)
+  private String chnDtctSno;
 }

src/main/java/com/kamco/cd/kamcoback/postgres/repository/batch/BatchStepHistoryRepository.java

@@ -0,0 +1,7 @@
+package com.kamco.cd.kamcoback.postgres.repository.batch;
+
+import com.kamco.cd.kamcoback.postgres.entity.BatchStepHistoryEntity;
+import org.springframework.data.jpa.repository.JpaRepository;
+
+public interface BatchStepHistoryRepository
+    extends JpaRepository<BatchStepHistoryEntity, Long>, BatchStepHistoryRepositoryCustom {}

src/main/java/com/kamco/cd/kamcoback/postgres/repository/batch/BatchStepHistoryRepositoryCustom.java

@@ -0,0 +1,5 @@
+package com.kamco.cd.kamcoback.postgres.repository.batch;
+
+public interface BatchStepHistoryRepositoryCustom {
+  boolean isDownloadable(Long analUid);
+}

src/main/java/com/kamco/cd/kamcoback/postgres/repository/batch/BatchStepHistoryRepositoryImpl.java

@@ -0,0 +1,37 @@
+package com.kamco.cd.kamcoback.postgres.repository.batch;
+
+import com.kamco.cd.kamcoback.postgres.entity.QBatchStepHistoryEntity;
+import com.querydsl.jpa.impl.JPAQueryFactory;
+import lombok.RequiredArgsConstructor;
+import org.springframework.stereotype.Repository;
+
+@Repository
+@RequiredArgsConstructor
+public class BatchStepHistoryRepositoryImpl implements BatchStepHistoryRepositoryCustom {
+  private final JPAQueryFactory queryFactory;
+
+  @Override
+  public boolean isDownloadable(Long analUid) {
+    QBatchStepHistoryEntity h = QBatchStepHistoryEntity.batchStepHistoryEntity;
+
+    boolean startedExists =
+        queryFactory
+                .selectOne()
+                .from(h)
+                .where(
+                    h.analUid.eq(analUid), h.stepName.eq("zipResponseStep"), h.status.eq("STARTED"))
+                .fetchFirst()
+            != null;
+
+    boolean successExists =
+        queryFactory
+                .selectOne()
+                .from(h)
+                .where(
+                    h.analUid.eq(analUid), h.stepName.eq("zipResponseStep"), h.status.eq("SUCCESS"))
+                .fetchFirst()
+            != null;
+
+    return successExists && !startedExists;
+  }
+}

src/main/java/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinLabelJobRepository.java

@@ -0,0 +1,7 @@
+package com.kamco.cd.kamcoback.postgres.repository.gukyuin;
+
+import com.kamco.cd.kamcoback.postgres.entity.MapSheetLearnEntity;
+import org.springframework.data.jpa.repository.JpaRepository;
+
+public interface GukYuinLabelJobRepository
+    extends JpaRepository<MapSheetLearnEntity, Long>, GukYuinLabelJobRepositoryCustom {}

src/main/java/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinLabelJobRepositoryCustom.java

@@ -0,0 +1,11 @@
+package com.kamco.cd.kamcoback.postgres.repository.gukyuin;
+
+import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinDto.GeomUidDto;
+import java.util.List;
+
+public interface GukYuinLabelJobRepositoryCustom {
+
+  List<GeomUidDto> findYesterdayLabelingCompleteList();
+
+  void updateAnalDataInferenceGeomSendDttm(Long geoUid);
+}

src/main/java/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinLabelJobRepositoryImpl.java

@@ -0,0 +1,77 @@
+package com.kamco.cd.kamcoback.postgres.repository.gukyuin;
+
+import static com.kamco.cd.kamcoback.postgres.entity.QLabelingAssignmentEntity.labelingAssignmentEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalDataInferenceGeomEntity.mapSheetAnalDataInferenceGeomEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalInferenceEntity.mapSheetAnalInferenceEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetLearnEntity.mapSheetLearnEntity;
+
+import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinDto.GeomUidDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinStatus;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.InspectState;
+import com.querydsl.core.types.Projections;
+import com.querydsl.core.types.dsl.BooleanExpression;
+import com.querydsl.jpa.impl.JPAQueryFactory;
+import jakarta.persistence.EntityManager;
+import jakarta.persistence.PersistenceContext;
+import java.time.ZoneId;
+import java.time.ZonedDateTime;
+import java.util.List;
+import lombok.RequiredArgsConstructor;
+import org.springframework.stereotype.Repository;
+
+@Repository
+@RequiredArgsConstructor
+public class GukYuinLabelJobRepositoryImpl implements GukYuinLabelJobRepositoryCustom {
+
+  private final JPAQueryFactory queryFactory;
+  @PersistenceContext private EntityManager em;
+
+  @Override
+  public List<GeomUidDto> findYesterdayLabelingCompleteList() {
+    ZoneId zone = ZoneId.of("Asia/Seoul");
+    ZonedDateTime todayStart = ZonedDateTime.now(zone).toLocalDate().atStartOfDay(zone);
+    ZonedDateTime tomorrowStart = todayStart.plusDays(1);
+    ZonedDateTime yesterdayStart = todayStart.minusDays(1);
+
+    //    BooleanExpression isYesterday =
+    //        labelingAssignmentEntity
+    //            .inspectStatDttm
+    //            .goe(yesterdayStart)
+    //            .and(labelingAssignmentEntity.inspectStatDttm.lt(todayStart));
+    BooleanExpression isYesterday =
+        labelingAssignmentEntity
+            .inspectStatDttm
+            .goe(todayStart)
+            .and(labelingAssignmentEntity.inspectStatDttm.lt(tomorrowStart));
+
+    return queryFactory
+        .select(
+            Projections.constructor(
+                GeomUidDto.class,
+                labelingAssignmentEntity.inferenceGeomUid,
+                mapSheetAnalDataInferenceGeomEntity.resultUid))
+        .from(labelingAssignmentEntity)
+        .innerJoin(mapSheetAnalDataInferenceGeomEntity)
+        .on(
+            labelingAssignmentEntity.inferenceGeomUid.eq(
+                mapSheetAnalDataInferenceGeomEntity.geoUid))
+        .innerJoin(mapSheetAnalInferenceEntity)
+        .on(labelingAssignmentEntity.analUid.eq(mapSheetAnalInferenceEntity.id))
+        .innerJoin(mapSheetLearnEntity)
+        .on(
+            mapSheetAnalInferenceEntity.learnId.eq(mapSheetLearnEntity.id),
+            mapSheetLearnEntity.applyStatus.in(
+                GukYuinStatus.GUK_COMPLETED.getId(), GukYuinStatus.PNU_COMPLETED.getId()))
+        .where(labelingAssignmentEntity.inspectState.eq(InspectState.COMPLETE.getId()), isYesterday)
+        .fetch();
+  }
+
+  @Override
+  public void updateAnalDataInferenceGeomSendDttm(Long geoUid) {
+    queryFactory
+        .update(mapSheetAnalDataInferenceGeomEntity)
+        .set(mapSheetAnalDataInferenceGeomEntity.labelSendDttm, ZonedDateTime.now())
+        .where(mapSheetAnalDataInferenceGeomEntity.geoUid.eq(geoUid))
+        .execute();
+  }
+}

src/main/java/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinPnuJobRepository.java

@@ -0,0 +1,7 @@
+package com.kamco.cd.kamcoback.postgres.repository.gukyuin;
+
+import com.kamco.cd.kamcoback.postgres.entity.MapSheetLearnEntity;
+import org.springframework.data.jpa.repository.JpaRepository;
+
+public interface GukYuinPnuJobRepository
+    extends JpaRepository<MapSheetLearnEntity, Long>, GukYuinPnuJobRepositoryCustom {}

src/main/java/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinPnuJobRepositoryCustom.java

@@ -0,0 +1,20 @@
+package com.kamco.cd.kamcoback.postgres.repository.gukyuin;
+
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.LearnKeyDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinStatus;
+import java.util.List;
+
+public interface GukYuinPnuJobRepositoryCustom {
+
+  void updateInferenceGeomDataPnuCnt(String chnDtctObjtId, long pnuCnt);
+
+  Long findMapSheetAnalDataInferenceGeomUid(String chnDtctObjtId);
+
+  void insertGeoUidPnuData(Long geoUid, String[] pnuList, String chnDtctObjtId);
+
+  void updateGukYuinApplyStateComplete(Long id, GukYuinStatus status);
+
+  List<LearnKeyDto> findGukyuinApplyStatusUidList(List<String> gukYuinStatus);
+
+  long upsertMapSheetDataAnalGeomPnu(String uid, String[] pnuList);
+}

src/main/java/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinPnuJobRepositoryImpl.java

@@ -0,0 +1,123 @@
+package com.kamco.cd.kamcoback.postgres.repository.gukyuin;
+
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalDataInferenceGeomEntity.mapSheetAnalDataInferenceGeomEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetLearnEntity.mapSheetLearnEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QPnuEntity.pnuEntity;
+
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.LearnKeyDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinStatus;
+import com.kamco.cd.kamcoback.postgres.entity.PnuEntity;
+import com.querydsl.core.types.Projections;
+import com.querydsl.jpa.impl.JPAQueryFactory;
+import jakarta.persistence.EntityManager;
+import jakarta.persistence.PersistenceContext;
+import jakarta.transaction.Transactional;
+import java.time.ZonedDateTime;
+import java.util.List;
+import lombok.RequiredArgsConstructor;
+import org.springframework.stereotype.Repository;
+
+@Repository
+@RequiredArgsConstructor
+public class GukYuinPnuJobRepositoryImpl implements GukYuinPnuJobRepositoryCustom {
+
+  private final JPAQueryFactory queryFactory;
+  @PersistenceContext private EntityManager em;
+
+  @Override
+  public void updateInferenceGeomDataPnuCnt(String chnDtctObjtId, long pnuCnt) {
+    queryFactory
+        .update(mapSheetAnalDataInferenceGeomEntity)
+        .set(mapSheetAnalDataInferenceGeomEntity.pnu, pnuCnt)
+        .where(mapSheetAnalDataInferenceGeomEntity.resultUid.eq(chnDtctObjtId))
+        .execute();
+  }
+
+  @Override
+  public Long findMapSheetAnalDataInferenceGeomUid(String chnDtctObjtId) {
+    return queryFactory
+        .select(mapSheetAnalDataInferenceGeomEntity.geoUid)
+        .from(mapSheetAnalDataInferenceGeomEntity)
+        .where(mapSheetAnalDataInferenceGeomEntity.resultUid.eq(chnDtctObjtId))
+        .fetchOne();
+  }
+
+  @Override
+  public void insertGeoUidPnuData(Long geoUid, String[] pnuList, String chnDtctObjtId) {
+    for (String pnu : pnuList) {
+      PnuEntity entity =
+          queryFactory
+              .selectFrom(pnuEntity)
+              .where(pnuEntity.pnu.eq(pnu), pnuEntity.chnDtctObjtId.eq(chnDtctObjtId))
+              .fetchOne();
+      if (entity == null) {
+        queryFactory
+            .insert(pnuEntity)
+            .columns(
+                pnuEntity.geo.geoUid, pnuEntity.pnu, pnuEntity.createdDttm, pnuEntity.chnDtctObjtId)
+            .values(geoUid, pnu, ZonedDateTime.now(), chnDtctObjtId)
+            .execute();
+      }
+    }
+  }
+
+  @Override
+  public List<LearnKeyDto> findGukyuinApplyStatusUidList(List<String> status) {
+    return queryFactory
+        .select(
+            Projections.constructor(
+                LearnKeyDto.class,
+                mapSheetLearnEntity.id,
+                mapSheetLearnEntity.uid,
+                mapSheetLearnEntity.chnDtctMstId))
+        .from(mapSheetLearnEntity)
+        .where(mapSheetLearnEntity.applyStatus.in(status))
+        .fetch();
+  }
+
+  @Override
+  public long upsertMapSheetDataAnalGeomPnu(String chnDtctObjtId, String[] pnuList) {
+    long length = pnuList.length;
+    queryFactory
+        .update(mapSheetAnalDataInferenceGeomEntity)
+        .set(mapSheetAnalDataInferenceGeomEntity.pnu, length)
+        .where(mapSheetAnalDataInferenceGeomEntity.resultUid.eq(chnDtctObjtId))
+        .execute();
+
+    Long geoUid =
+        queryFactory
+            .select(mapSheetAnalDataInferenceGeomEntity.geoUid)
+            .from(mapSheetAnalDataInferenceGeomEntity)
+            .where(mapSheetAnalDataInferenceGeomEntity.resultUid.eq(chnDtctObjtId))
+            .fetchOne();
+
+    long succCnt = 0;
+    for (String pnu : pnuList) {
+      long result =
+          queryFactory
+              .insert(pnuEntity)
+              .columns(
+                  pnuEntity.geo.geoUid,
+                  pnuEntity.pnu,
+                  pnuEntity.createdDttm,
+                  pnuEntity.chnDtctObjtId)
+              .values(geoUid, pnu, ZonedDateTime.now(), chnDtctObjtId)
+              .execute();
+      if (result > 0) {
+        succCnt++;
+      }
+    }
+    return succCnt;
+  }
+
+  @Override
+  @Transactional
+  public void updateGukYuinApplyStateComplete(Long id, GukYuinStatus status) {
+    queryFactory
+        .update(mapSheetLearnEntity)
+        .set(mapSheetLearnEntity.applyStatus, status.getId())
+        .set(mapSheetLearnEntity.applyStatusDttm, ZonedDateTime.now())
+        .where(mapSheetLearnEntity.id.eq(id))
+        .execute();
+  }
+}

src/main/java/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinRepositoryCustom.java

@@ -1,21 +1,48 @@
 package com.kamco.cd.kamcoback.postgres.repository.gukyuin;
 
 import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.Basic;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.LabelSendDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.LearnKeyDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinDto.GeomUidDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinDto.LearnInfo;
+import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinStatus;
+import java.time.LocalDate;
 import java.util.List;
+import java.util.UUID;
 
 public interface GukYuinRepositoryCustom {
 
   void updateGukYuinMastRegResult(Basic resultBody);
 
-  void updateGukYuinMastRegRemove(Basic resultBody);
+  void updateGukYuinMastRegRemove(String chnDtctId);
 
   void updateInferenceGeomDataPnuCnt(String chnDtctObjtId, long pnuCnt);
 
   Long findMapSheetAnalDataInferenceGeomUid(String chnDtctObjtId);
 
-  void insertGeoUidPnuData(Long geoUid, String[] pnuList);
+  void insertGeoUidPnuData(Long geoUid, String[] pnuList, String chnDtctObjtId);
 
-  List<String> findGukyuinApplyIngUidList();
+  void updateGukYuinApplyStateComplete(Long id, GukYuinStatus status);
 
-  void updateGukYuinApplyStateComplete(String uid);
+  List<LearnKeyDto> findGukyuinApplyStatusUidList(List<String> gukYuinStatus);
+
+  long upsertMapSheetDataAnalGeomPnu(String uid, String[] pnuList);
+
+  LearnInfo findMapSheetLearnInfo(UUID uuid);
+
+  Integer findMapSheetLearnYearStage(Integer compareYyyy, Integer targetYyyy);
+
+  void updateAnalInferenceApplyDttm(Basic registRes);
+
+  List<GeomUidDto> findYesterdayLabelingCompleteList();
+
+  void updateAnalDataInferenceGeomSendDttm(Long geoUid);
+
+  List<LabelSendDto> findLabelingCompleteSendList(LocalDate yesterday);
+
+  Long findMapSheetLearnInfoByYyyy(Integer compareYyyy, Integer targetYyyy, Integer maxStage);
+
+  void updateMapSheetLearnGukyuinEndStatus(Long learnId);
+
+  void updateMapSheetInferenceLabelEndStatus(Long learnId);
 }

src/main/java/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinRepositoryImpl.java

@@ -1,17 +1,33 @@
 package com.kamco.cd.kamcoback.postgres.repository.gukyuin;
 
+import static com.kamco.cd.kamcoback.postgres.entity.QLabelingAssignmentEntity.labelingAssignmentEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalDataInferenceGeomEntity.mapSheetAnalDataInferenceGeomEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalInferenceEntity.mapSheetAnalInferenceEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetLearnEntity.mapSheetLearnEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QPnuEntity.pnuEntity;
 
 import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.Basic;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.LabelSendDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.LearnKeyDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinDto.GeomUidDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinDto.LearnInfo;
 import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinStatus;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.InspectState;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelMngState;
+import com.kamco.cd.kamcoback.postgres.entity.PnuEntity;
+import com.querydsl.core.types.Projections;
+import com.querydsl.core.types.dsl.BooleanExpression;
+import com.querydsl.core.types.dsl.Expressions;
+import com.querydsl.core.types.dsl.NumberExpression;
 import com.querydsl.jpa.impl.JPAQueryFactory;
 import jakarta.persistence.EntityManager;
 import jakarta.persistence.PersistenceContext;
 import jakarta.transaction.Transactional;
+import java.time.LocalDate;
+import java.time.ZoneId;
 import java.time.ZonedDateTime;
 import java.util.List;
+import java.util.UUID;
 import lombok.RequiredArgsConstructor;
 import org.springframework.stereotype.Repository;
 
@@ -37,17 +53,21 @@ public class GukYuinRepositoryImpl implements GukYuinRepositoryCustom {
         .set(mapSheetLearnEntity.stage, stage)
         .set(mapSheetLearnEntity.applyStatus, status.getId())
         .set(mapSheetLearnEntity.applyStatusDttm, ZonedDateTime.now())
+        .set(mapSheetLearnEntity.chnDtctMstId, resultBody.getChnDtctMstId())
+        .set(mapSheetLearnEntity.applyYn, true)
+        .set(mapSheetLearnEntity.applyDttm, ZonedDateTime.now())
         .where(mapSheetLearnEntity.uid.eq(resultBody.getChnDtctId()))
         .execute();
   }
 
   @Override
-  public void updateGukYuinMastRegRemove(Basic resultBody) {
+  public void updateGukYuinMastRegRemove(String chnDtctId) {
     queryFactory
         .update(mapSheetLearnEntity)
         .set(mapSheetLearnEntity.applyStatus, GukYuinStatus.CANCELED.getId())
         .set(mapSheetLearnEntity.applyStatusDttm, ZonedDateTime.now())
-        .where(mapSheetLearnEntity.uid.eq(resultBody.getChnDtctId()))
+        .set(mapSheetLearnEntity.applyYn, false)
+        .where(mapSheetLearnEntity.uid.eq(chnDtctId))
         .execute();
   }
 
@@ -70,33 +90,242 @@ public class GukYuinRepositoryImpl implements GukYuinRepositoryCustom {
   }
 
   @Override
-  public void insertGeoUidPnuData(Long geoUid, String[] pnuList) {
+  public void insertGeoUidPnuData(Long geoUid, String[] pnuList, String chnDtctObjtId) {
     for (String pnu : pnuList) {
-      queryFactory
-          .insert(pnuEntity)
-          .columns(pnuEntity.geo.geoUid, pnuEntity.pnu, pnuEntity.createdDttm)
-          .values(geoUid, pnu, ZonedDateTime.now())
-          .execute();
+      PnuEntity entity =
+          queryFactory
+              .selectFrom(pnuEntity)
+              .where(
+                  pnuEntity.geo.geoUid.eq(geoUid),
+                  pnuEntity.pnu.eq(pnu),
+                  pnuEntity.chnDtctObjtId.eq(chnDtctObjtId))
+              .fetchOne();
+
+      if (entity == null) {
+        queryFactory
+            .insert(pnuEntity)
+            .columns(
+                pnuEntity.geo.geoUid, pnuEntity.pnu, pnuEntity.createdDttm, pnuEntity.chnDtctObjtId)
+            .values(geoUid, pnu, ZonedDateTime.now(), chnDtctObjtId)
+            .execute();
+      }
     }
   }
 
   @Override
-  public List<String> findGukyuinApplyIngUidList() {
+  public List<LearnKeyDto> findGukyuinApplyStatusUidList(List<String> status) {
     return queryFactory
-        .select(mapSheetLearnEntity.uid)
+        .select(
+            Projections.constructor(
+                LearnKeyDto.class,
+                mapSheetLearnEntity.id,
+                mapSheetLearnEntity.uid,
+                mapSheetLearnEntity.chnDtctMstId))
         .from(mapSheetLearnEntity)
-        .where(mapSheetLearnEntity.applyStatus.eq(GukYuinStatus.IN_PROGRESS.getId()))
+        .where(mapSheetLearnEntity.applyStatus.in(status))
         .fetch();
   }
 
   @Override
-  @Transactional
-  public void updateGukYuinApplyStateComplete(String uid) {
+  public long upsertMapSheetDataAnalGeomPnu(String chnDtctObjtId, String[] pnuList) {
+    long length = pnuList.length;
+    queryFactory
+        .update(mapSheetAnalDataInferenceGeomEntity)
+        .set(mapSheetAnalDataInferenceGeomEntity.pnu, length)
+        .where(mapSheetAnalDataInferenceGeomEntity.resultUid.eq(chnDtctObjtId))
+        .execute();
+
+    Long geoUid =
+        queryFactory
+            .select(mapSheetAnalDataInferenceGeomEntity.geoUid)
+            .from(mapSheetAnalDataInferenceGeomEntity)
+            .where(mapSheetAnalDataInferenceGeomEntity.resultUid.eq(chnDtctObjtId))
+            .fetchOne();
+
+    long succCnt = 0;
+    for (String pnu : pnuList) {
+      long result =
+          queryFactory
+              .insert(pnuEntity)
+              .columns(pnuEntity.geo.geoUid, pnuEntity.pnu, pnuEntity.createdDttm)
+              .values(geoUid, pnu, ZonedDateTime.now())
+              .execute();
+      if (result > 0) {
+        succCnt++;
+      }
+    }
+    return succCnt;
+  }
+
+  @Override
+  public LearnInfo findMapSheetLearnInfo(UUID uuid) {
+    return queryFactory
+        .select(
+            Projections.constructor(
+                LearnInfo.class,
+                mapSheetLearnEntity.id,
+                mapSheetLearnEntity.uuid,
+                mapSheetLearnEntity.compareYyyy,
+                mapSheetLearnEntity.targetYyyy,
+                mapSheetLearnEntity.stage,
+                mapSheetLearnEntity.uid,
+                mapSheetLearnEntity.applyStatus,
+                mapSheetLearnEntity.applyYn))
+        .from(mapSheetLearnEntity)
+        .where(mapSheetLearnEntity.uuid.eq(uuid))
+        .fetchOne();
+  }
+
+  @Override
+  public Integer findMapSheetLearnYearStage(Integer compareYyyy, Integer targetYyyy) {
+    NumberExpression<Integer> stageExpr =
+        Expressions.numberTemplate(Integer.class, "coalesce({0}, 0)", mapSheetLearnEntity.stage);
+
+    return queryFactory
+        .select(stageExpr.max().coalesce(0))
+        .from(mapSheetLearnEntity)
+        .where(
+            mapSheetLearnEntity.compareYyyy.eq(compareYyyy),
+            mapSheetLearnEntity.targetYyyy.eq(targetYyyy),
+            mapSheetLearnEntity.applyStatus.isNotNull(),
+            mapSheetLearnEntity.applyStatus.ne(GukYuinStatus.PENDING.getId()))
+        .fetchOne();
+  }
+
+  @Override
+  public void updateAnalInferenceApplyDttm(Basic registRes) {
+    Long learnId =
+        queryFactory
+            .select(mapSheetLearnEntity.id)
+            .from(mapSheetLearnEntity)
+            .where(mapSheetLearnEntity.uid.eq(registRes.getChnDtctId()))
+            .fetchOne();
+
+    queryFactory
+        .update(mapSheetAnalInferenceEntity)
+        .set(mapSheetAnalInferenceEntity.gukyuinUsed, "Y")
+        .set(mapSheetAnalInferenceEntity.gukyuinApplyDttm, ZonedDateTime.now())
+        .set(mapSheetAnalInferenceEntity.stage, Integer.parseInt(registRes.getChnDtctSno()))
+        .where(mapSheetAnalInferenceEntity.learnId.eq(learnId))
+        .execute();
+  }
+
+  @Override
+  public List<GeomUidDto> findYesterdayLabelingCompleteList() {
+    ZoneId zone = ZoneId.of("Asia/Seoul");
+    ZonedDateTime todayStart = ZonedDateTime.now(zone).toLocalDate().atStartOfDay(zone);
+    ZonedDateTime yesterdayStart = todayStart.minusDays(1);
+
+    BooleanExpression isYesterday =
+        labelingAssignmentEntity
+            .inspectStatDttm
+            .goe(yesterdayStart)
+            .and(labelingAssignmentEntity.inspectStatDttm.lt(todayStart));
+
+    return queryFactory
+        .select(
+            Projections.constructor(
+                GeomUidDto.class,
+                labelingAssignmentEntity.inferenceGeomUid,
+                mapSheetAnalDataInferenceGeomEntity.resultUid))
+        .from(labelingAssignmentEntity)
+        .innerJoin(mapSheetAnalDataInferenceGeomEntity)
+        .on(
+            labelingAssignmentEntity.inferenceGeomUid.eq(
+                mapSheetAnalDataInferenceGeomEntity.geoUid))
+        .innerJoin(mapSheetAnalInferenceEntity)
+        .on(labelingAssignmentEntity.analUid.eq(mapSheetAnalInferenceEntity.id))
+        .innerJoin(mapSheetLearnEntity)
+        .on(
+            mapSheetAnalInferenceEntity.learnId.eq(mapSheetLearnEntity.id),
+            mapSheetLearnEntity.applyStatus.in(
+                GukYuinStatus.GUK_COMPLETED.getId(), GukYuinStatus.PNU_COMPLETED.getId()))
+        .where(labelingAssignmentEntity.inspectState.eq(InspectState.COMPLETE.getId()), isYesterday)
+        .fetch();
+  }
+
+  @Override
+  public void updateAnalDataInferenceGeomSendDttm(Long geoUid) {
+    queryFactory
+        .update(mapSheetAnalDataInferenceGeomEntity)
+        .set(mapSheetAnalDataInferenceGeomEntity.labelSendDttm, ZonedDateTime.now())
+        .where(mapSheetAnalDataInferenceGeomEntity.geoUid.eq(geoUid))
+        .execute();
+  }
+
+  @Override
+  public List<LabelSendDto> findLabelingCompleteSendList(LocalDate yesterday) {
+
+    ZoneId zone = ZoneId.of("Asia/Seoul");
+    ZonedDateTime from = yesterday.atStartOfDay(zone);
+    ZonedDateTime to = from.plusDays(1);
+
+    BooleanExpression isYesterday =
+        labelingAssignmentEntity
+            .inspectStatDttm
+            .goe(from)
+            .and(labelingAssignmentEntity.inspectStatDttm.lt(to));
+
+    return queryFactory
+        .select(
+            Projections.constructor(
+                LabelSendDto.class,
+                mapSheetAnalDataInferenceGeomEntity.resultUid,
+                labelingAssignmentEntity.workerUid,
+                labelingAssignmentEntity.workStatDttm,
+                labelingAssignmentEntity.inspectorUid,
+                labelingAssignmentEntity.inspectStatDttm,
+                mapSheetAnalDataInferenceGeomEntity.labelSendDttm))
+        .from(labelingAssignmentEntity)
+        .innerJoin(mapSheetAnalDataInferenceGeomEntity)
+        .on(
+            labelingAssignmentEntity.inferenceGeomUid.eq(
+                mapSheetAnalDataInferenceGeomEntity.geoUid))
+        .where(labelingAssignmentEntity.inspectState.eq(InspectState.COMPLETE.getId()), isYesterday)
+        .fetch();
+  }
+
+  @Override
+  public Long findMapSheetLearnInfoByYyyy(
+      Integer compareYyyy, Integer targetYyyy, Integer maxStage) {
+    return queryFactory
+        .select(mapSheetLearnEntity.id)
+        .from(mapSheetLearnEntity)
+        .where(
+            mapSheetLearnEntity.compareYyyy.eq(compareYyyy),
+            mapSheetLearnEntity.targetYyyy.eq(targetYyyy),
+            mapSheetLearnEntity.stage.eq(maxStage))
+        .fetchOne();
+  }
+
+  @Override
+  public void updateMapSheetLearnGukyuinEndStatus(Long learnId) {
     queryFactory
         .update(mapSheetLearnEntity)
-        .set(mapSheetLearnEntity.applyStatus, GukYuinStatus.PNU_COMPLETED.getId())
+        .set(mapSheetLearnEntity.applyStatus, GukYuinStatus.END.getId())
         .set(mapSheetLearnEntity.applyStatusDttm, ZonedDateTime.now())
-        .where(mapSheetLearnEntity.uid.eq(uid))
+        .where(mapSheetLearnEntity.id.eq(learnId))
+        .execute();
+  }
+
+  @Override
+  public void updateMapSheetInferenceLabelEndStatus(Long learnId) {
+    queryFactory
+        .update(mapSheetAnalInferenceEntity)
+        .set(mapSheetAnalInferenceEntity.analState, LabelMngState.FINISH.getId())
+        .set(mapSheetAnalInferenceEntity.updatedDttm, ZonedDateTime.now())
+        .where(mapSheetAnalInferenceEntity.learnId.eq(learnId))
+        .execute();
+  }
+
+  @Override
+  @Transactional
+  public void updateGukYuinApplyStateComplete(Long id, GukYuinStatus status) {
+    queryFactory
+        .update(mapSheetLearnEntity)
+        .set(mapSheetLearnEntity.applyStatus, status.getId())
+        .set(mapSheetLearnEntity.applyStatusDttm, ZonedDateTime.now())
+        .where(mapSheetLearnEntity.id.eq(id))
         .execute();
   }
 }

src/main/java/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinStbltJobRepository.java

@@ -0,0 +1,7 @@
+package com.kamco.cd.kamcoback.postgres.repository.gukyuin;
+
+import com.kamco.cd.kamcoback.postgres.entity.PnuEntity;
+import org.springframework.data.jpa.repository.JpaRepository;
+
+public interface GukYuinStbltJobRepository
+    extends JpaRepository<PnuEntity, Long>, GukYuinStbltJobRepositoryCustom {}

src/main/java/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinStbltJobRepositoryCustom.java

@@ -0,0 +1,18 @@
+package com.kamco.cd.kamcoback.postgres.repository.gukyuin;
+
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectContDto.StbltResult;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.LearnKeyDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.RlbDtctMastDto;
+import com.kamco.cd.kamcoback.postgres.entity.PnuEntity;
+import java.util.List;
+
+public interface GukYuinStbltJobRepositoryCustom {
+
+  List<LearnKeyDto> findGukYuinEligibleForSurveyList(String status);
+
+  void updateGukYuinEligibleForSurvey(String resultUid, RlbDtctMastDto stbltDto);
+
+  PnuEntity findPnuEntityByResultUid(String resultUid, String pnu);
+
+  void updateGukYuinObjectStbltYn(String resultUid, StbltResult stbResult);
+}

src/main/java/com/kamco/cd/kamcoback/postgres/repository/gukyuin/GukYuinStbltJobRepositoryImpl.java

@@ -0,0 +1,109 @@
+package com.kamco.cd.kamcoback.postgres.repository.gukyuin;
+
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalDataInferenceEntity.mapSheetAnalDataInferenceEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalDataInferenceGeomEntity.mapSheetAnalDataInferenceGeomEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalInferenceEntity.mapSheetAnalInferenceEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetLearnEntity.mapSheetLearnEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QPnuEntity.pnuEntity;
+
+import com.kamco.cd.kamcoback.common.enums.ImageryFitStatus;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectContDto.StbltResult;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.LearnKeyDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.RlbDtctMastDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinStatus;
+import com.kamco.cd.kamcoback.postgres.entity.MapSheetAnalDataInferenceGeomEntity;
+import com.kamco.cd.kamcoback.postgres.entity.PnuEntity;
+import com.querydsl.core.types.Projections;
+import com.querydsl.jpa.impl.JPAQueryFactory;
+import jakarta.persistence.EntityManager;
+import jakarta.persistence.PersistenceContext;
+import java.time.ZonedDateTime;
+import java.util.List;
+import lombok.RequiredArgsConstructor;
+import org.springframework.stereotype.Repository;
+
+@Repository
+@RequiredArgsConstructor
+public class GukYuinStbltJobRepositoryImpl implements GukYuinStbltJobRepositoryCustom {
+
+  private final JPAQueryFactory queryFactory;
+  @PersistenceContext private EntityManager em;
+
+  @Override
+  public List<LearnKeyDto> findGukYuinEligibleForSurveyList(String status) {
+    return queryFactory
+        .select(
+            Projections.constructor(
+                LearnKeyDto.class,
+                mapSheetLearnEntity.id,
+                mapSheetLearnEntity.uid,
+                mapSheetLearnEntity.chnDtctMstId))
+        .from(mapSheetLearnEntity)
+        .innerJoin(mapSheetAnalInferenceEntity)
+        .on(mapSheetLearnEntity.id.eq(mapSheetAnalInferenceEntity.learnId))
+        .innerJoin(mapSheetAnalDataInferenceEntity)
+        .on(mapSheetAnalInferenceEntity.id.eq(mapSheetAnalDataInferenceEntity.analUid))
+        .innerJoin(mapSheetAnalDataInferenceGeomEntity)
+        .on(mapSheetAnalDataInferenceEntity.id.eq(mapSheetAnalDataInferenceGeomEntity.dataUid))
+        .where(
+            mapSheetLearnEntity.applyStatus.eq(GukYuinStatus.PNU_COMPLETED.getId()),
+            mapSheetAnalDataInferenceGeomEntity.pnu.gt(0),
+            mapSheetAnalDataInferenceGeomEntity.fitState.isNull())
+        .groupBy(mapSheetLearnEntity.id, mapSheetLearnEntity.uid, mapSheetLearnEntity.chnDtctMstId)
+        .having(mapSheetAnalDataInferenceGeomEntity.geoUid.count().gt(1L))
+        .fetch();
+  }
+
+  @Override
+  public void updateGukYuinEligibleForSurvey(String resultUid, RlbDtctMastDto stbltDto) {
+
+    MapSheetAnalDataInferenceGeomEntity geomEntity =
+        queryFactory
+            .selectFrom(mapSheetAnalDataInferenceGeomEntity)
+            .where(mapSheetAnalDataInferenceGeomEntity.resultUid.eq(resultUid))
+            .fetchOne();
+
+    if (geomEntity != null) {
+      PnuEntity pnuEt =
+          queryFactory
+              .selectFrom(pnuEntity)
+              .where(pnuEntity.chnDtctObjtId.eq(resultUid))
+              .fetchFirst();
+
+      queryFactory
+          .update(mapSheetAnalDataInferenceGeomEntity)
+          .set(
+              mapSheetAnalDataInferenceGeomEntity.fitState,
+              pnuEt.getStbltYn().equals("Y")
+                  ? ImageryFitStatus.UNFIT.getId()
+                  : ImageryFitStatus.FIT.getId()) // 적합여부가 Y 이면 부적합인 것, N 이면 적합한 것이라고 함
+          .set(mapSheetAnalDataInferenceGeomEntity.fitStateDttm, ZonedDateTime.now())
+          .set(mapSheetAnalDataInferenceGeomEntity.lockYn, stbltDto.getLockYn())
+          .where(mapSheetAnalDataInferenceGeomEntity.resultUid.eq(resultUid))
+          .execute();
+    }
+  }
+
+  @Override
+  public PnuEntity findPnuEntityByResultUid(String resultUid, String pnu) {
+    return queryFactory
+        .selectFrom(pnuEntity)
+        .where(pnuEntity.pnu.eq(pnu), pnuEntity.chnDtctObjtId.eq(resultUid))
+        .fetchOne();
+  }
+
+  @Override
+  public void updateGukYuinObjectStbltYn(String resultUid, StbltResult stbResult) {
+    queryFactory
+        .update(mapSheetAnalDataInferenceGeomEntity)
+        .set(
+            mapSheetAnalDataInferenceGeomEntity.fitState,
+            stbResult.getStbltYn().equals("Y")
+                ? ImageryFitStatus.UNFIT.getId()
+                : ImageryFitStatus.FIT.getId()) // 적합여부가 Y 이면 부적합인 것, N 이면 적합한 것이라고 함
+        .set(mapSheetAnalDataInferenceGeomEntity.fitStateDttm, ZonedDateTime.now())
+        .set(mapSheetAnalDataInferenceGeomEntity.fitStateCmmnt, stbResult.getIncyCmnt())
+        .where(mapSheetAnalDataInferenceGeomEntity.resultUid.eq(resultUid))
+        .execute();
+  }
+}

src/main/java/com/kamco/cd/kamcoback/postgres/repository/label/LabelAllocateRepositoryCustom.java

@@ -3,6 +3,7 @@ package com.kamco.cd.kamcoback.postgres.repository.label;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.AllocateInfoDto;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.InferenceDetail;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.InferenceLearnDto;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelerDetail;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelingStatDto;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.MoveInfo;
@@ -15,6 +16,7 @@ import com.kamco.cd.kamcoback.label.dto.WorkerStatsDto.WorkerStatistics;
 import com.kamco.cd.kamcoback.postgres.entity.LabelingAssignmentEntity;
 import java.time.LocalDate;
 import java.util.List;
+import java.util.Optional;
 import java.util.UUID;
 import org.springframework.data.domain.Page;
 
@@ -104,4 +106,8 @@ public interface LabelAllocateRepositoryCustom {
   void updateAnalInferenceMngState(UUID uuid, String status);
 
   Long findLabelingIngProcessCnt();
+
+  InferenceLearnDto findLabelingIngProcessId(UUID uuid);
+
+  Optional<String> findLearnUid(UUID uuid);
 }

src/main/java/com/kamco/cd/kamcoback/postgres/repository/label/LabelAllocateRepositoryImpl.java

@@ -6,12 +6,15 @@ import static com.kamco.cd.kamcoback.postgres.entity.QLabelingLabelerEntity.labe
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalDataInferenceEntity.mapSheetAnalDataInferenceEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalDataInferenceGeomEntity.mapSheetAnalDataInferenceGeomEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalInferenceEntity.mapSheetAnalInferenceEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetLearnEntity.mapSheetLearnEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QMemberEntity.memberEntity;
 
+import com.kamco.cd.kamcoback.common.enums.ImageryFitStatus;
 import com.kamco.cd.kamcoback.common.enums.StatusType;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.AllocateInfoDto;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.InferenceDetail;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.InferenceLearnDto;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.InspectState;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelMngState;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelState;
@@ -48,6 +51,7 @@ import java.time.ZoneId;
 import java.time.ZonedDateTime;
 import java.util.List;
 import java.util.Objects;
+import java.util.Optional;
 import java.util.UUID;
 import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
@@ -82,7 +86,9 @@ public class LabelAllocateRepositoryImpl implements LabelAllocateRepositoryCusto
         .innerJoin(mapSheetAnalDataInferenceGeomEntity)
         .on(
             mapSheetAnalDataInferenceEntity.id.eq(mapSheetAnalDataInferenceGeomEntity.dataUid),
-            mapSheetAnalDataInferenceGeomEntity.pnu.isNotNull(),
+            //        mapSheetAnalDataInferenceGeomEntity.pnu.isNotNull(),
+            mapSheetAnalDataInferenceGeomEntity.pnu.gt(0),
+            mapSheetAnalDataInferenceGeomEntity.fitState.eq(ImageryFitStatus.UNFIT.getId()),
             mapSheetAnalDataInferenceGeomEntity.labelState.isNull())
         .where(
             mapSheetAnalInferenceEntity.uuid.eq(uuid),
@@ -126,8 +132,8 @@ public class LabelAllocateRepositoryImpl implements LabelAllocateRepositoryCusto
               """
             insert into tb_labeling_assignment
             (assignment_uid, inference_geom_uid, worker_uid,
-             work_state, assign_group_id, anal_uid, pnu)
-            values (?, ?, ?, ?, ?, ?, ?)
+             work_state, assign_group_id, anal_uid)
+            values (?, ?, ?, ?, ?, ?)
             """;
 
           try (PreparedStatement ps = connection.prepareStatement(sql)) {
@@ -140,7 +146,6 @@ public class LabelAllocateRepositoryImpl implements LabelAllocateRepositoryCusto
               ps.setString(4, LabelState.ASSIGNED.getId());
               ps.setString(5, String.valueOf(info.getMapSheetNum()));
               ps.setLong(6, analEntity.getId());
-              ps.setLong(7, info.getPnu());
 
               ps.addBatch();
               batchSize++;
@@ -190,7 +195,9 @@ public class LabelAllocateRepositoryImpl implements LabelAllocateRepositoryCusto
         .innerJoin(mapSheetAnalDataInferenceGeomEntity)
         .on(
             mapSheetAnalDataInferenceEntity.id.eq(mapSheetAnalDataInferenceGeomEntity.dataUid),
-            mapSheetAnalDataInferenceGeomEntity.pnu.isNotNull(),
+            //        mapSheetAnalDataInferenceGeomEntity.pnu.isNotNull(),
+            mapSheetAnalDataInferenceGeomEntity.pnu.gt(0),
+            mapSheetAnalDataInferenceGeomEntity.fitState.eq(ImageryFitStatus.UNFIT.getId()),
             mapSheetAnalDataInferenceGeomEntity.labelState.isNull())
         .where(mapSheetAnalInferenceEntity.uuid.eq(uuid))
         .fetchOne();
@@ -381,9 +388,10 @@ public class LabelAllocateRepositoryImpl implements LabelAllocateRepositoryCusto
                   mapSheetAnalDataInferenceGeomEntity.compareYyyy.eq(analEntity.getCompareYyyy()),
                   mapSheetAnalDataInferenceGeomEntity.targetYyyy.eq(analEntity.getTargetYyyy()),
                   mapSheetAnalDataInferenceGeomEntity.stage.eq(analEntity.getStage()),
-                  mapSheetAnalDataInferenceGeomEntity.pnu.isNotNull()
-                  //                  mapSheetAnalDataInferenceGeomEntity.pnu.gt(0L)
-                  //                  mapSheetAnalDataInferenceGeomEntity.passYn.isFalse()  //TODO:
+                  //                  mapSheetAnalDataInferenceGeomEntity.pnu.isNotNull()
+                  mapSheetAnalDataInferenceGeomEntity.pnu.gt(0L),
+                  mapSheetAnalDataInferenceGeomEntity.fitState.eq(
+                      ImageryFitStatus.UNFIT.getId()) // TODO:
                   // 추후 라벨링 대상 조건 수정하기
                   )
               .fetchOne();
@@ -555,11 +563,9 @@ public class LabelAllocateRepositoryImpl implements LabelAllocateRepositoryCusto
                       mapSheetAnalDataInferenceGeomEntity.dataUid))
               .where(
                   mapSheetAnalInferenceEntity.uuid.eq(targetUuid),
-                  mapSheetAnalDataInferenceGeomEntity.pnu.isNotNull()
-                  //            mapSheetAnalDataInferenceGeomEntity.pnu.gt(0L),
-                  //            mapSheetAnalDataInferenceGeomEntity.passYn.isFalse()  //TODO: 추후 라벨링
-                  // 대상 조건 수정하기
-                  )
+                  //            mapSheetAnalDataInferenceGeomEntity.pnu.isNotNull()
+                  mapSheetAnalDataInferenceGeomEntity.pnu.gt(0L),
+                  mapSheetAnalDataInferenceGeomEntity.fitState.eq(ImageryFitStatus.UNFIT.getId()))
               .fetchOne();
     }
 
@@ -576,8 +582,7 @@ public class LabelAllocateRepositoryImpl implements LabelAllocateRepositoryCusto
         queryFactory
             .select(labelingAssignmentEntity.count())
             .from(labelingAssignmentEntity)
-            .where(
-                analUidCondition, labelingAssignmentEntity.workState.in("ASSIGNED", "SKIP", "DONE"))
+            .where(analUidCondition, labelingAssignmentEntity.workState.in("SKIP", "DONE"))
             .fetchOne();
 
     Long skipCount =
@@ -602,6 +607,13 @@ public class LabelAllocateRepositoryImpl implements LabelAllocateRepositoryCusto
             .where(analUidCondition, labelingAssignmentEntity.inspectState.eq("COMPLETE"))
             .fetchOne();
 
+    Long inspectionExcept =
+        queryFactory
+            .select(labelingAssignmentEntity.count())
+            .from(labelingAssignmentEntity)
+            .where(analUidCondition, labelingAssignmentEntity.inspectState.eq("EXCEPT"))
+            .fetchOne();
+
     Long inspectorCount =
         queryFactory
             .select(labelingAssignmentEntity.inspectorUid.countDistinct())
@@ -614,6 +626,7 @@ public class LabelAllocateRepositoryImpl implements LabelAllocateRepositoryCusto
     long labelCompleted = labelingCompleted != null ? labelingCompleted : 0L;
     long inspectCompleted = inspectionCompleted != null ? inspectionCompleted : 0L;
     long skipped = skipCount != null ? skipCount : 0L;
+    long inspectExcepted = inspectionExcept != null ? inspectionExcept : 0L;
 
     long labelingRemaining = labelingTotal - labelCompleted - skipped;
     if (labelingRemaining < 0) {
@@ -621,7 +634,7 @@ public class LabelAllocateRepositoryImpl implements LabelAllocateRepositoryCusto
     }
 
     long inspectionTotal = labelingTotal;
-    long inspectionRemaining = inspectionTotal - inspectCompleted - skipped;
+    long inspectionRemaining = inspectionTotal - inspectCompleted - inspectExcepted;
     if (inspectionRemaining < 0) {
       inspectionRemaining = 0;
     }
@@ -658,7 +671,7 @@ public class LabelAllocateRepositoryImpl implements LabelAllocateRepositoryCusto
         .inspectionStatus(inspectionStatus)
         .inspectionTotalCount(inspectionTotal)
         .inspectionCompletedCount(inspectCompleted)
-        .inspectionSkipCount(skipped) // TODO
+        .inspectionSkipCount(inspectExcepted)
         .inspectionRemainingCount(inspectionRemaining)
         .inspectorCount(inspectorCount != null ? inspectorCount : 0L)
         .progressRate(labelingRate)
@@ -740,11 +753,9 @@ public class LabelAllocateRepositoryImpl implements LabelAllocateRepositoryCusto
             mapSheetAnalInferenceEntity.targetYyyy.eq(
                 mapSheetAnalDataInferenceGeomEntity.targetYyyy),
             mapSheetAnalInferenceEntity.stage.eq(mapSheetAnalDataInferenceGeomEntity.stage),
-            mapSheetAnalDataInferenceGeomEntity.pnu.isNotNull()
-            //        mapSheetAnalDataInferenceGeomEntity.pnu.gt(0),
-            //        mapSheetAnalDataInferenceGeomEntity.passYn.isFalse()    //TODO: 추후 라벨링 대상 조건
-            // 수정하기
-            )
+            //        mapSheetAnalDataInferenceGeomEntity.pnu.isNotNull()
+            mapSheetAnalDataInferenceGeomEntity.pnu.gt(0),
+            mapSheetAnalDataInferenceGeomEntity.fitState.eq(ImageryFitStatus.UNFIT.getId()))
         .where(mapSheetAnalInferenceEntity.id.eq(analEntity.getId()))
         .groupBy(
             mapSheetAnalInferenceEntity.analTitle,
@@ -1816,4 +1827,33 @@ public class LabelAllocateRepositoryImpl implements LabelAllocateRepositoryCusto
                 LabelMngState.ASSIGNED.getId(), LabelMngState.ING.getId()))
         .fetchOne();
   }
+
+  @Override
+  public InferenceLearnDto findLabelingIngProcessId(UUID uuid) {
+    return queryFactory
+        .select(
+            Projections.constructor(
+                InferenceLearnDto.class,
+                mapSheetAnalInferenceEntity.uuid,
+                mapSheetLearnEntity.uid,
+                mapSheetAnalInferenceEntity.analState,
+                mapSheetAnalInferenceEntity.id))
+        .from(mapSheetLearnEntity)
+        .join(mapSheetAnalInferenceEntity)
+        .on(mapSheetAnalInferenceEntity.learnId.eq(mapSheetLearnEntity.id))
+        .where(mapSheetAnalInferenceEntity.uuid.eq(uuid))
+        .fetchOne();
+  }
+
+  @Override
+  public Optional<String> findLearnUid(UUID uuid) {
+    return Optional.ofNullable(
+        queryFactory
+            .select(mapSheetLearnEntity.uid)
+            .from(mapSheetLearnEntity)
+            .innerJoin(mapSheetAnalInferenceEntity)
+            .on(mapSheetAnalInferenceEntity.learnId.eq(mapSheetLearnEntity.id))
+            .where(mapSheetAnalInferenceEntity.uuid.eq(uuid))
+            .fetchOne());
+  }
 }

src/main/java/com/kamco/cd/kamcoback/postgres/repository/label/LabelWorkRepositoryImpl.java

@@ -2,6 +2,7 @@ package com.kamco.cd.kamcoback.postgres.repository.label;
 
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetLearnEntity.mapSheetLearnEntity;
 
+import com.kamco.cd.kamcoback.common.enums.ImageryFitStatus;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.InspectState;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelState;
 import com.kamco.cd.kamcoback.label.dto.LabelWorkDto;
@@ -133,20 +134,16 @@ public class LabelWorkRepositoryImpl implements LabelWorkRepositoryCustom {
               .and(mapSheetAnalDataInferenceGeomEntity.labelStateDttm.lt(end)));
     }
 
-    // labelTotCnt: pnu가 있고 pass_yn = false (부적합)인 건수만 라벨링 대상
+    // labelTotCnt: pnu가 있고 fitState = UNFIT 인 건수만 라벨링 대상
     NumberExpression<Long> labelTotCntExpr =
         new CaseBuilder()
             .when(
                 mapSheetAnalDataInferenceGeomEntity
                     .pnu
-                    .isNotNull()
+                    .gt(0)
                     .and(
-                        mapSheetAnalDataInferenceGeomEntity.pnu
-                            .isNotNull()) // TODO: 이노팸 연동 후 0 이상이라고 해야할 듯
-                //
-                // .and(mapSheetAnalDataInferenceGeomEntity.passYn.eq(Boolean.FALSE))  //TODO: 추후
-                // 라벨링 대상 조건 수정하기
-                )
+                        mapSheetAnalDataInferenceGeomEntity.fitState.eq(
+                            ImageryFitStatus.UNFIT.getId())))
             .then(1L)
             .otherwise(0L)
             .sum();
@@ -200,7 +197,7 @@ public class LabelWorkRepositoryImpl implements LabelWorkRepositoryCustom {
                     new CaseBuilder()
                         .when(
                             mapSheetAnalDataInferenceGeomEntity.labelState.eq(
-                                LabelState.DONE.getId())) // "LABEL_COMPLETE"?
+                                LabelState.DONE.getId()))
                         .then(1L)
                         .otherwise(0L)
                         .sum(),
@@ -294,14 +291,14 @@ public class LabelWorkRepositoryImpl implements LabelWorkRepositoryCustom {
 
     if (searchReq.getSearchVal() != null && !searchReq.getSearchVal().isEmpty()) {
       whereSubBuilder.and(
-          Expressions.stringTemplate("{0}", memberEntity.userId)
+          Expressions.stringTemplate("{0}", memberEntity.employeeNo)
               .likeIgnoreCase("%" + searchReq.getSearchVal() + "%")
               .or(
                   Expressions.stringTemplate("{0}", memberEntity.name)
                       .likeIgnoreCase("%" + searchReq.getSearchVal() + "%")));
     }
 
-    whereSubBuilder.and(labelingAssignmentEntity.workerUid.eq(memberEntity.userId));
+    whereSubBuilder.and(labelingAssignmentEntity.workerUid.eq(memberEntity.employeeNo));
 
     // 공통 조건 추출
     BooleanExpression doneStateCondition =
@@ -344,7 +341,7 @@ public class LabelWorkRepositoryImpl implements LabelWorkRepositoryCustom {
                     WorkerState.class,
                     memberEntity.userRole,
                     memberEntity.name,
-                    memberEntity.userId,
+                    memberEntity.employeeNo,
                     assignedCnt.as("assignedCnt"),
                     doneCnt.as("doneCnt"),
                     skipCnt.as("skipCnt"),
@@ -363,7 +360,10 @@ public class LabelWorkRepositoryImpl implements LabelWorkRepositoryCustom {
             .on(whereSubBuilder)
             .where(whereBuilder)
             .groupBy(
-                memberEntity.userRole, memberEntity.name, memberEntity.userId, memberEntity.status)
+                memberEntity.userRole,
+                memberEntity.name,
+                memberEntity.employeeNo,
+                memberEntity.status)
             .orderBy(orderSpecifiers.toArray(new OrderSpecifier[0]))
             .offset(pageable.getOffset())
             .limit(pageable.getPageSize())
@@ -441,14 +441,14 @@ public class LabelWorkRepositoryImpl implements LabelWorkRepositoryCustom {
 
     if (searchReq.getSearchVal() != null && !searchReq.getSearchVal().isEmpty()) {
       whereSubBuilder.and(
-          Expressions.stringTemplate("{0}", memberEntity.userId)
+          Expressions.stringTemplate("{0}", memberEntity.employeeNo)
               .likeIgnoreCase("%" + searchReq.getSearchVal() + "%")
               .or(
                   Expressions.stringTemplate("{0}", memberEntity.name)
                       .likeIgnoreCase("%" + searchReq.getSearchVal() + "%")));
     }
 
-    whereSubBuilder.and(labelingAssignmentEntity.inspectorUid.eq(memberEntity.userId));
+    whereSubBuilder.and(labelingAssignmentEntity.inspectorUid.eq(memberEntity.employeeNo));
 
     // 공통 조건 추출
     BooleanExpression doneStateCondition =
@@ -492,7 +492,7 @@ public class LabelWorkRepositoryImpl implements LabelWorkRepositoryCustom {
                     WorkerState.class,
                     memberEntity.userRole,
                     memberEntity.name,
-                    memberEntity.userId,
+                    memberEntity.employeeNo,
                     assignedCnt.as("assignedCnt"),
                     doneCnt.as("doneCnt"),
                     skipCnt.as("skipCnt"),
@@ -511,7 +511,10 @@ public class LabelWorkRepositoryImpl implements LabelWorkRepositoryCustom {
             .on(whereSubBuilder)
             .where(whereBuilder)
             .groupBy(
-                memberEntity.userRole, memberEntity.name, memberEntity.userId, memberEntity.status)
+                memberEntity.userRole,
+                memberEntity.name,
+                memberEntity.employeeNo,
+                memberEntity.status)
             .orderBy(orderSpecifiers.toArray(new OrderSpecifier[0]))
             .offset(pageable.getOffset())
             .limit(pageable.getPageSize())
@@ -549,7 +552,19 @@ public class LabelWorkRepositoryImpl implements LabelWorkRepositoryCustom {
   @Override
   public LabelWorkMngDetail findLabelWorkMngDetail(UUID uuid) {
 
-    NumberExpression<Long> labelTotCnt = mapSheetAnalDataInferenceGeomEntity.geoUid.count();
+    NumberExpression<Long> labelTotCnt =
+        new CaseBuilder()
+            //            .when(mapSheetAnalDataInferenceGeomEntity.pnu.isNotNull())
+            .when(
+                mapSheetAnalDataInferenceGeomEntity
+                    .pnu
+                    .gt(0)
+                    .and(
+                        mapSheetAnalDataInferenceGeomEntity.fitState.eq(
+                            ImageryFitStatus.UNFIT.getId())))
+            .then(1L)
+            .otherwise(0L)
+            .sum();
     NumberExpression<Long> labelerCnt = labelingAssignmentEntity.workerUid.count();
     NumberExpression<Long> reviewerCnt = labelingAssignmentEntity.inspectorUid.count();
 

src/main/java/com/kamco/cd/kamcoback/postgres/repository/layer/MapLayerRepositoryCustom.java

@@ -1,6 +1,8 @@
 package com.kamco.cd.kamcoback.postgres.repository.layer;
 
 import com.kamco.cd.kamcoback.layer.dto.LayerDto;
+import com.kamco.cd.kamcoback.layer.dto.LayerDto.LayerMapDto;
+import com.kamco.cd.kamcoback.layer.dto.LayerDto.TileUrlDto;
 import com.kamco.cd.kamcoback.postgres.entity.MapLayerEntity;
 import java.util.Collection;
 import java.util.List;
@@ -8,6 +10,7 @@ import java.util.Optional;
 import java.util.UUID;
 
 public interface MapLayerRepositoryCustom {
+
   Long findSortOrderDesc();
 
   List<LayerDto.Basic> findAllLayer(LayerDto.SearchReq searchReq);
@@ -15,4 +18,10 @@ public interface MapLayerRepositoryCustom {
   Optional<MapLayerEntity> findDetailByUuid(UUID uuid);
 
   List<MapLayerEntity> findAllByUuidIn(Collection<UUID> uuids);
+
+  List<LayerMapDto> findLayerMapList(String type);
+
+  LayerDto.YearTileDto getChangeDetectionTileUrl(Integer beforeYear, Integer afterYear);
+
+  TileUrlDto getChangeDetectionTileOneYearUrl(Integer year);
 }

src/main/java/com/kamco/cd/kamcoback/postgres/repository/layer/MapLayerRepositoryImpl.java

@@ -1,11 +1,17 @@
 package com.kamco.cd.kamcoback.postgres.repository.layer;
 
 import static com.kamco.cd.kamcoback.postgres.entity.QMapLayerEntity.mapLayerEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetMngTileEntity.mapSheetMngTileEntity;
 
 import com.kamco.cd.kamcoback.layer.dto.LayerDto;
+import com.kamco.cd.kamcoback.layer.dto.LayerDto.LayerMapDto;
+import com.kamco.cd.kamcoback.layer.dto.LayerDto.TileUrlDto;
 import com.kamco.cd.kamcoback.postgres.entity.MapLayerEntity;
 import com.querydsl.core.BooleanBuilder;
 import com.querydsl.core.types.Projections;
+import com.querydsl.core.types.dsl.BooleanExpression;
+import com.querydsl.core.types.dsl.Expressions;
+import com.querydsl.core.types.dsl.NumberExpression;
 import com.querydsl.jpa.impl.JPAQueryFactory;
 import java.util.Collection;
 import java.util.List;
@@ -40,6 +46,7 @@ public class MapLayerRepositoryImpl implements MapLayerRepositoryCustom {
       if (searchReq.getTag() != null) {
         whereBuilder.and(mapLayerEntity.tag.toLowerCase().eq(searchReq.getTag().toLowerCase()));
       }
+
       if (searchReq.getLayerType() != null) {
         whereBuilder.and(
             mapLayerEntity.layerType.toLowerCase().eq(searchReq.getLayerType().toLowerCase()));
@@ -51,6 +58,7 @@ public class MapLayerRepositoryImpl implements MapLayerRepositoryCustom {
             Projections.constructor(
                 LayerDto.Basic.class,
                 mapLayerEntity.uuid,
+                mapLayerEntity.layerName,
                 mapLayerEntity.layerType,
                 mapLayerEntity.description,
                 mapLayerEntity.tag,
@@ -84,4 +92,140 @@ public class MapLayerRepositoryImpl implements MapLayerRepositoryCustom {
         .orderBy(mapLayerEntity.order.asc())
         .fetch();
   }
+
+  @Override
+  public List<LayerMapDto> findLayerMapList(String type) {
+    NumberExpression<Integer> crsInt =
+        Expressions.numberTemplate(
+            Integer.class, "cast(replace({0}, 'EPSG_', '') as integer)", mapLayerEntity.crs);
+
+    return queryFactory
+        .select(
+            Projections.constructor(
+                LayerMapDto.class,
+                mapLayerEntity.layerName,
+                mapLayerEntity.layerType,
+                mapLayerEntity.tag,
+                mapLayerEntity.order,
+                mapLayerEntity.url,
+                mapLayerEntity.minLon,
+                mapLayerEntity.minLat,
+                mapLayerEntity.maxLon,
+                mapLayerEntity.maxLat,
+                mapLayerEntity.minZoom,
+                mapLayerEntity.maxZoom,
+                Expressions.stringTemplate(
+                    "ST_AsGeoJSON(ST_Transform(ST_MakeEnvelope({0}, {1}, {2}, {3}, 4326), {4}))",
+                    mapLayerEntity.minLon,
+                    mapLayerEntity.minLat,
+                    mapLayerEntity.maxLon,
+                    mapLayerEntity.maxLat,
+                    crsInt),
+                mapLayerEntity.uuid,
+                Expressions.stringTemplate("cast({0} as text)", mapLayerEntity.rawJson),
+                mapLayerEntity.crs))
+        .from(mapLayerEntity)
+        .where(layerTypeCondition(type), mapLayerEntity.isDeleted.isFalse())
+        .orderBy(mapLayerEntity.order.asc())
+        .fetch();
+  }
+
+  @Override
+  public LayerDto.YearTileDto getChangeDetectionTileUrl(Integer beforeYear, Integer afterYear) {
+    NumberExpression<Integer> crsInt =
+        Expressions.numberTemplate(
+            Integer.class, "cast(replace({0}, 'EPSG_', '') as integer)", mapSheetMngTileEntity.crs);
+
+    LayerDto.TileUrlDto before =
+        queryFactory
+            .select(
+                Projections.constructor(
+                    LayerDto.TileUrlDto.class,
+                    mapSheetMngTileEntity.mngYyyy,
+                    mapSheetMngTileEntity.tag,
+                    mapSheetMngTileEntity.url,
+                    mapSheetMngTileEntity.minLon,
+                    mapSheetMngTileEntity.minLat,
+                    mapSheetMngTileEntity.maxLon,
+                    mapSheetMngTileEntity.maxLat,
+                    mapSheetMngTileEntity.minZoom,
+                    mapSheetMngTileEntity.maxZoom,
+                    Expressions.stringTemplate(
+                        "ST_AsGeoJSON(ST_Transform(ST_MakeEnvelope({0}, {1}, {2}, {3}, 4326), {4}))",
+                        mapSheetMngTileEntity.minLon,
+                        mapSheetMngTileEntity.minLat,
+                        mapSheetMngTileEntity.maxLon,
+                        mapSheetMngTileEntity.maxLat,
+                        crsInt),
+                    mapSheetMngTileEntity.crs))
+            .from(mapSheetMngTileEntity)
+            .where(mapSheetMngTileEntity.mngYyyy.eq(beforeYear))
+            .fetchOne();
+
+    LayerDto.TileUrlDto after =
+        queryFactory
+            .select(
+                Projections.constructor(
+                    LayerDto.TileUrlDto.class,
+                    mapSheetMngTileEntity.mngYyyy,
+                    mapSheetMngTileEntity.tag,
+                    mapSheetMngTileEntity.url,
+                    mapSheetMngTileEntity.minLon,
+                    mapSheetMngTileEntity.minLat,
+                    mapSheetMngTileEntity.maxLon,
+                    mapSheetMngTileEntity.maxLat,
+                    mapSheetMngTileEntity.minZoom,
+                    mapSheetMngTileEntity.maxZoom,
+                    Expressions.stringTemplate(
+                        "ST_AsGeoJSON(ST_Transform(ST_MakeEnvelope({0}, {1}, {2}, {3}, 4326), {4}))",
+                        mapSheetMngTileEntity.minLon,
+                        mapSheetMngTileEntity.minLat,
+                        mapSheetMngTileEntity.maxLon,
+                        mapSheetMngTileEntity.maxLat,
+                        crsInt),
+                    mapSheetMngTileEntity.crs))
+            .from(mapSheetMngTileEntity)
+            .where(mapSheetMngTileEntity.mngYyyy.eq(afterYear))
+            .fetchOne();
+
+    return new LayerDto.YearTileDto(before, after);
+  }
+
+  @Override
+  public TileUrlDto getChangeDetectionTileOneYearUrl(Integer year) {
+    NumberExpression<Integer> crsInt =
+        Expressions.numberTemplate(
+            Integer.class, "cast(replace({0}, 'EPSG_', '') as integer)", mapSheetMngTileEntity.crs);
+
+    return queryFactory
+        .select(
+            Projections.constructor(
+                LayerDto.TileUrlDto.class,
+                mapSheetMngTileEntity.mngYyyy,
+                mapSheetMngTileEntity.tag,
+                mapSheetMngTileEntity.url,
+                mapSheetMngTileEntity.minLon,
+                mapSheetMngTileEntity.minLat,
+                mapSheetMngTileEntity.maxLon,
+                mapSheetMngTileEntity.maxLat,
+                mapSheetMngTileEntity.minZoom,
+                mapSheetMngTileEntity.maxZoom,
+                Expressions.stringTemplate(
+                    "ST_AsGeoJSON(ST_Transform(ST_MakeEnvelope({0}, {1}, {2}, {3}, 4326), {4}))",
+                    mapSheetMngTileEntity.minLon,
+                    mapSheetMngTileEntity.minLat,
+                    mapSheetMngTileEntity.maxLon,
+                    mapSheetMngTileEntity.maxLat,
+                    crsInt),
+                mapSheetMngTileEntity.crs))
+        .from(mapSheetMngTileEntity)
+        .where(mapSheetMngTileEntity.mngYyyy.eq(year))
+        .fetchOne();
+  }
+
+  private BooleanExpression layerTypeCondition(String type) {
+    return type.equals("change-detection")
+        ? mapLayerEntity.isChangeMap.isTrue()
+        : mapLayerEntity.isLabelingMap.isTrue();
+  }
 }

src/main/java/com/kamco/cd/kamcoback/postgres/repository/log/AuditLogRepositoryImpl.java

@@ -168,13 +168,13 @@ public class AuditLogRepositoryImpl extends QuerydslRepositorySupport
     whereBuilder.and(auditLogEntity.eventStatus.ne(EventStatus.valueOf("FAILED")));
     whereBuilder.and(auditLogEntity.eventType.eq(EventType.valueOf("DOWNLOAD")));
 
-    if (req.getMenuId() != null && !req.getMenuId().isEmpty()) {
-      whereBuilder.and(auditLogEntity.menuUid.eq(req.getMenuId()));
-    }
+    //    if (req.getMenuId() != null && !req.getMenuId().isEmpty()) {
+    //      whereBuilder.and(auditLogEntity.menuUid.eq(req.getMenuId()));
+    //    }
 
     if (req.getUuid() != null) {
-      whereBuilder.and(auditLogEntity.requestUri.contains("/api/inference/download/"));
-      whereBuilder.and(auditLogEntity.requestUri.endsWith(String.valueOf(req.getUuid())));
+      whereBuilder.and(auditLogEntity.requestUri.contains(req.getRequestUri()));
+      whereBuilder.and(auditLogEntity.downloadUuid.eq(req.getUuid()));
     }
 
     if (req.getSearchValue() != null && !req.getSearchValue().isEmpty()) {

src/main/java/com/kamco/cd/kamcoback/postgres/repository/mapsheet/MapSheetMngRepositoryCustom.java

@@ -3,6 +3,7 @@ package com.kamco.cd.kamcoback.postgres.repository.mapsheet;
 import com.kamco.cd.kamcoback.common.geometry.GeoJsonFileWriter.ImageFeature;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto;
 import com.kamco.cd.kamcoback.mapsheet.dto.MapSheetMngDto;
+import com.kamco.cd.kamcoback.mapsheet.dto.MapSheetMngDto.AddReq;
 import com.kamco.cd.kamcoback.mapsheet.dto.MapSheetMngDto.MngListDto;
 import com.kamco.cd.kamcoback.mapsheet.dto.MapSheetMngDto.YearSearchReq;
 import com.kamco.cd.kamcoback.postgres.entity.MapSheetMngHstEntity;
@@ -77,4 +78,6 @@ public interface MapSheetMngRepositoryCustom {
   List<ImageFeature> getSceneInference(String yyyy, List<String> mapSheetNums);
 
   void updateMapSheetMngHstUploadId(Long hstUid, UUID uuid, String uploadId);
+
+  void insertMapSheetMngTile(@Valid AddReq addReq);
 }

src/main/java/com/kamco/cd/kamcoback/postgres/repository/mapsheet/MapSheetMngRepositoryImpl.java

@@ -4,6 +4,7 @@ import static com.kamco.cd.kamcoback.postgres.entity.QMapInkx5kEntity.mapInkx5kE
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetMngEntity.mapSheetMngEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetMngFileEntity.mapSheetMngFileEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetMngHstEntity.mapSheetMngHstEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetMngTileEntity.mapSheetMngTileEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QYearEntity.yearEntity;
 import static com.querydsl.core.types.dsl.Expressions.nullExpression;
 
@@ -12,6 +13,7 @@ import com.kamco.cd.kamcoback.common.geometry.GeoJsonFileWriter.ImageFeature;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.MapSheetScope;
 import com.kamco.cd.kamcoback.mapsheet.dto.MapSheetMngDto;
+import com.kamco.cd.kamcoback.mapsheet.dto.MapSheetMngDto.AddReq;
 import com.kamco.cd.kamcoback.mapsheet.dto.MapSheetMngDto.MngListDto;
 import com.kamco.cd.kamcoback.mapsheet.dto.MapSheetMngDto.YearSearchReq;
 import com.kamco.cd.kamcoback.postgres.entity.MapSheetMngHstEntity;
@@ -205,7 +207,7 @@ public class MapSheetMngRepositoryImpl extends QuerydslRepositorySupport
             .on(mapSheetMngEntity.mngYyyy.eq(mapSheetMngHstEntity.mngYyyy))
             .leftJoin(mapInkx5kEntity)
             .on(mapSheetMngHstEntity.mapSheetNum.eq(mapInkx5kEntity.mapidcdNo))
-            .where(whereBuilder)
+            .where(mapInkx5kEntity.useInference.eq(CommonUseStatus.USE))
             // .offset(pageable.getOffset())
             // .limit(pageable.getPageSize())
             .orderBy(mapSheetMngEntity.mngYyyy.desc())
@@ -252,7 +254,9 @@ public class MapSheetMngRepositoryImpl extends QuerydslRepositorySupport
   public MapSheetMngDto.MngDto findMapSheetMng(int mngYyyy) {
 
     BooleanBuilder whereBuilder = new BooleanBuilder();
-    whereBuilder.and(mapSheetMngEntity.mngYyyy.eq(mngYyyy));
+    whereBuilder
+        .and(mapSheetMngEntity.mngYyyy.eq(mngYyyy))
+        .and(mapInkx5kEntity.useInference.eq(CommonUseStatus.USE));
 
     MapSheetMngDto.MngDto foundContent =
         queryFactory
@@ -1040,6 +1044,36 @@ public class MapSheetMngRepositoryImpl extends QuerydslRepositorySupport
         .execute();
   }
 
+  @Override
+  public void insertMapSheetMngTile(AddReq addReq) {
+    long execute =
+        queryFactory
+            .insert(mapSheetMngTileEntity)
+            .columns(
+                mapSheetMngTileEntity.mngYyyy,
+                mapSheetMngTileEntity.url,
+                mapSheetMngTileEntity.minLon,
+                mapSheetMngTileEntity.minLat,
+                mapSheetMngTileEntity.maxLon,
+                mapSheetMngTileEntity.maxLat,
+                mapSheetMngTileEntity.minZoom,
+                mapSheetMngTileEntity.maxZoom,
+                mapSheetMngTileEntity.tag,
+                mapSheetMngTileEntity.crs)
+            .values(
+                addReq.getMngYyyy(),
+                addReq.getUrl(),
+                addReq.getMinLon(),
+                addReq.getMinLat(),
+                addReq.getMaxLon(),
+                addReq.getMaxLat(),
+                addReq.getMinZoom(),
+                addReq.getMaxZoom(),
+                addReq.getTag(),
+                addReq.getCrs())
+            .execute();
+  }
+
   private BooleanExpression eqYearStatus(QYearEntity years, String status) {
     if (status == null) {
       return null;

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

@@ -0,0 +1,23 @@
+package com.kamco.cd.kamcoback.postgres.repository.scheduler;
+
+import com.kamco.cd.kamcoback.postgres.entity.LabelingInspectorEntity;
+import jakarta.persistence.LockModeType;
+import java.util.List;
+import java.util.UUID;
+import org.springframework.data.jpa.repository.JpaRepository;
+import org.springframework.data.jpa.repository.Lock;
+import org.springframework.data.jpa.repository.Query;
+
+public interface TrainingDataLabelJobRepository
+    extends JpaRepository<LabelingInspectorEntity, UUID>, TrainingDataLabelJobRepositoryCustom {
+
+  @Lock(LockModeType.PESSIMISTIC_WRITE)
+  @Query(
+      """
+        select r
+        from LabelingInspectorEntity r
+        where r.analUid = :analUid
+            and r.inspectorUid in :inspectorUids
+      """)
+  List<LabelingInspectorEntity> lockInspectors(Long analUid, List<String> inspectorUids);
+}

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

@@ -0,0 +1,17 @@
+package com.kamco.cd.kamcoback.postgres.repository.scheduler;
+
+import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.InspectorPendingDto;
+import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.Tasks;
+import java.util.List;
+import java.util.UUID;
+
+public interface TrainingDataLabelJobRepositoryCustom {
+
+  List<Tasks> findCompletedYesterdayUnassigned();
+
+  List<InspectorPendingDto> findInspectorPendingByRound(Long analUid);
+
+  void assignReviewerBatch(List<UUID> assignmentUids, String reviewerId);
+
+  void updateGeomUidTestState(List<Long> geomUids);
+}

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

@@ -0,0 +1,119 @@
+package com.kamco.cd.kamcoback.postgres.repository.scheduler;
+
+import static com.kamco.cd.kamcoback.postgres.entity.QLabelingAssignmentEntity.labelingAssignmentEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QLabelingInspectorEntity.labelingInspectorEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalDataInferenceGeomEntity.mapSheetAnalDataInferenceGeomEntity;
+
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.InspectState;
+import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelState;
+import com.kamco.cd.kamcoback.postgres.entity.LabelingAssignmentEntity;
+import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.InspectorPendingDto;
+import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.Tasks;
+import com.querydsl.core.types.Projections;
+import com.querydsl.core.types.dsl.BooleanExpression;
+import com.querydsl.core.types.dsl.Expressions;
+import com.querydsl.core.types.dsl.StringExpression;
+import com.querydsl.jpa.impl.JPAQueryFactory;
+import java.time.ZoneId;
+import java.time.ZonedDateTime;
+import java.util.List;
+import java.util.UUID;
+import org.springframework.data.jpa.repository.support.QuerydslRepositorySupport;
+import org.springframework.stereotype.Repository;
+
+@Repository
+public class TrainingDataLabelJobRepositoryImpl extends QuerydslRepositorySupport
+    implements TrainingDataLabelJobRepositoryCustom {
+
+  private final JPAQueryFactory queryFactory;
+  private final StringExpression NULL_STRING = Expressions.stringTemplate("cast(null as text)");
+
+  public TrainingDataLabelJobRepositoryImpl(JPAQueryFactory queryFactory) {
+    super(LabelingAssignmentEntity.class);
+    this.queryFactory = queryFactory;
+  }
+
+  @Override
+  public List<Tasks> findCompletedYesterdayUnassigned() {
+    ZoneId zone = ZoneId.of("Asia/Seoul");
+    ZonedDateTime todayStart = ZonedDateTime.now(zone).toLocalDate().atStartOfDay(zone);
+    ZonedDateTime yesterdayStart = todayStart.minusDays(1);
+
+    BooleanExpression isYesterday =
+        labelingAssignmentEntity
+            .workStatDttm
+            .goe(yesterdayStart)
+            .and(labelingAssignmentEntity.workStatDttm.lt(todayStart));
+
+    return queryFactory
+        .select(
+            Projections.constructor(
+                Tasks.class,
+                labelingAssignmentEntity.assignmentUid,
+                labelingAssignmentEntity.inferenceGeomUid,
+                labelingAssignmentEntity.analUid))
+        .from(labelingAssignmentEntity)
+        .where(
+            labelingAssignmentEntity.workState.in(LabelState.SKIP.getId(), LabelState.DONE.getId()),
+            labelingAssignmentEntity.inspectorUid.isNull(),
+            isYesterday)
+        .orderBy(
+            labelingAssignmentEntity.analUid.asc(),
+            labelingAssignmentEntity.assignGroupId.asc(),
+            labelingAssignmentEntity.inferenceGeomUid.asc())
+        .fetch();
+  }
+
+  /**
+   * 해당 회차에 라벨링 할당받은 검수자별 완료 건수 count(), 완료한 게 적은 순으로 해야 일이 한 사람에게 몰리지 않음
+   *
+   * @param analUid
+   * @return
+   */
+  @Override
+  public List<InspectorPendingDto> findInspectorPendingByRound(Long analUid) {
+    return queryFactory
+        .select(
+            Projections.constructor(
+                InspectorPendingDto.class,
+                labelingInspectorEntity.inspectorUid,
+                labelingAssignmentEntity.assignmentUid.count()))
+        .from(labelingInspectorEntity)
+        .leftJoin(labelingAssignmentEntity)
+        .on(
+            labelingInspectorEntity.inspectorUid.eq(labelingAssignmentEntity.inspectorUid),
+            labelingAssignmentEntity.inspectState.in(
+                InspectState.EXCEPT.getId(), InspectState.COMPLETE.getId()))
+        .where(labelingInspectorEntity.analUid.eq(analUid))
+        .groupBy(labelingInspectorEntity.inspectorUid)
+        .orderBy(labelingAssignmentEntity.assignmentUid.count().asc())
+        .fetch();
+  }
+
+  /**
+   * 배치용 여러 건 update
+   *
+   * @param assignmentUids
+   * @param reviewerId
+   */
+  @Override
+  public void assignReviewerBatch(List<UUID> assignmentUids, String reviewerId) {
+    queryFactory
+        .update(labelingAssignmentEntity)
+        .set(labelingAssignmentEntity.inspectorUid, reviewerId)
+        .set(labelingAssignmentEntity.inspectState, InspectState.UNCONFIRM.getId())
+        .set(labelingAssignmentEntity.modifiedDate, ZonedDateTime.now())
+        .where(labelingAssignmentEntity.assignmentUid.in(assignmentUids))
+        .execute();
+  }
+
+  @Override
+  public void updateGeomUidTestState(List<Long> geomUids) {
+    queryFactory
+        .update(mapSheetAnalDataInferenceGeomEntity)
+        .set(mapSheetAnalDataInferenceGeomEntity.testState, InspectState.UNCONFIRM.getId())
+        .set(mapSheetAnalDataInferenceGeomEntity.updatedDttm, ZonedDateTime.now())
+        .where(mapSheetAnalDataInferenceGeomEntity.geoUid.in(geomUids))
+        .execute();
+  }
+}

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

@@ -3,25 +3,10 @@ package com.kamco.cd.kamcoback.postgres.repository.scheduler;
 import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.AnalCntInfo;
 import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.AnalMapSheetList;
 import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.CompleteLabelData;
-import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.InspectorPendingDto;
-import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.Tasks;
 import java.util.List;
-import java.util.UUID;
 
 public interface TrainingDataReviewJobRepositoryCustom {
 
-  List<Tasks> findCompletedYesterdayUnassigned();
-
-  List<InspectorPendingDto> findInspectorPendingByRound(Long analUid);
-
-  void assignReviewer(UUID assignmentUid, String reviewerId);
-
-  void assignReviewerBatch(List<UUID> assignmentUids, String reviewerId);
-
-  Tasks findAssignmentTask(String assignmentUid);
-
-  void updateGeomUidTestState(List<Long> geomUids);
-
   List<CompleteLabelData> findCompletedYesterdayLabelingList(Long analUid, String mapSheetNum);
 
   List<AnalMapSheetList> findCompletedAnalMapSheetList(Long analUid);

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

@@ -1,24 +1,18 @@
 package com.kamco.cd.kamcoback.postgres.repository.scheduler;
 
 import static com.kamco.cd.kamcoback.postgres.entity.QLabelingAssignmentEntity.labelingAssignmentEntity;
-import static com.kamco.cd.kamcoback.postgres.entity.QLabelingInspectorEntity.labelingInspectorEntity;
-import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalDataInferenceGeomEntity.mapSheetAnalDataInferenceGeomEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalInferenceEntity.mapSheetAnalInferenceEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetLearnDataGeomEntity.mapSheetLearnDataGeomEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetLearnEntity.mapSheetLearnEntity;
 
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.InspectState;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelMngState;
-import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelState;
 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;
 import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.CompleteLabelData;
 import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.CompleteLabelData.Properties;
-import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.InspectorPendingDto;
-import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.Tasks;
 import com.querydsl.core.types.Projections;
-import com.querydsl.core.types.dsl.BooleanExpression;
 import com.querydsl.core.types.dsl.CaseBuilder;
 import com.querydsl.core.types.dsl.Expressions;
 import com.querydsl.core.types.dsl.NumberExpression;
@@ -29,9 +23,10 @@ import java.time.LocalDate;
 import java.time.ZoneId;
 import java.time.ZonedDateTime;
 import java.util.List;
-import java.util.UUID;
 import org.springframework.data.jpa.repository.support.QuerydslRepositorySupport;
+import org.springframework.stereotype.Repository;
 
+@Repository
 public class TrainingDataReviewJobRepositoryImpl extends QuerydslRepositorySupport
     implements TrainingDataReviewJobRepositoryCustom {
 
@@ -43,121 +38,6 @@ public class TrainingDataReviewJobRepositoryImpl extends QuerydslRepositorySuppo
     this.queryFactory = queryFactory;
   }
 
-  @Override
-  public List<Tasks> findCompletedYesterdayUnassigned() {
-    ZoneId zone = ZoneId.of("Asia/Seoul");
-    ZonedDateTime todayStart = ZonedDateTime.now(zone).toLocalDate().atStartOfDay(zone);
-    ZonedDateTime yesterdayStart = todayStart.minusDays(1);
-
-    BooleanExpression isYesterday =
-        labelingAssignmentEntity
-            .workStatDttm
-            .goe(yesterdayStart)
-            .and(labelingAssignmentEntity.workStatDttm.lt(todayStart));
-
-    return queryFactory
-        .select(
-            Projections.constructor(
-                Tasks.class,
-                labelingAssignmentEntity.assignmentUid,
-                labelingAssignmentEntity.inferenceGeomUid,
-                labelingAssignmentEntity.analUid))
-        .from(labelingAssignmentEntity)
-        .where(
-            labelingAssignmentEntity.workState.in(LabelState.SKIP.getId(), LabelState.DONE.getId()),
-            labelingAssignmentEntity.inspectorUid.isNull(),
-            isYesterday)
-        .orderBy(
-            labelingAssignmentEntity.analUid.asc(),
-            labelingAssignmentEntity.assignGroupId.asc(),
-            labelingAssignmentEntity.inferenceGeomUid.asc())
-        .fetch();
-  }
-
-  /**
-   * 해당 회차에 라벨링 할당받은 검수자별 완료 건수 count(), 완료한 게 적은 순으로 해야 일이 한 사람에게 몰리지 않음
-   *
-   * @param analUid
-   * @return
-   */
-  @Override
-  public List<InspectorPendingDto> findInspectorPendingByRound(Long analUid) {
-    return queryFactory
-        .select(
-            Projections.constructor(
-                InspectorPendingDto.class,
-                labelingInspectorEntity.inspectorUid,
-                labelingAssignmentEntity.assignmentUid.count()))
-        .from(labelingInspectorEntity)
-        .leftJoin(labelingAssignmentEntity)
-        .on(
-            labelingInspectorEntity.inspectorUid.eq(labelingAssignmentEntity.inspectorUid),
-            labelingAssignmentEntity.inspectState.in(
-                InspectState.EXCEPT.getId(), InspectState.COMPLETE.getId()))
-        .where(labelingInspectorEntity.analUid.eq(analUid))
-        .groupBy(labelingInspectorEntity.inspectorUid)
-        .orderBy(labelingAssignmentEntity.assignmentUid.count().asc())
-        .fetch();
-  }
-
-  /**
-   * 실시간 분배용 1건 update
-   *
-   * @param assignmentUid
-   * @param reviewerId
-   */
-  @Override
-  public void assignReviewer(UUID assignmentUid, String reviewerId) {
-    queryFactory
-        .update(labelingAssignmentEntity)
-        .set(labelingAssignmentEntity.inspectorUid, reviewerId)
-        .set(labelingAssignmentEntity.inspectState, InspectState.UNCONFIRM.getId())
-        .set(labelingAssignmentEntity.modifiedDate, ZonedDateTime.now())
-        .where(labelingAssignmentEntity.assignmentUid.eq(assignmentUid))
-        .execute();
-  }
-
-  /**
-   * 배치용 여러 건 update
-   *
-   * @param assignmentUids
-   * @param reviewerId
-   */
-  @Override
-  public void assignReviewerBatch(List<UUID> assignmentUids, String reviewerId) {
-    queryFactory
-        .update(labelingAssignmentEntity)
-        .set(labelingAssignmentEntity.inspectorUid, reviewerId)
-        .set(labelingAssignmentEntity.inspectState, InspectState.UNCONFIRM.getId())
-        .set(labelingAssignmentEntity.modifiedDate, ZonedDateTime.now())
-        .where(labelingAssignmentEntity.assignmentUid.in(assignmentUids))
-        .execute();
-  }
-
-  @Override
-  public Tasks findAssignmentTask(String assignmentUid) {
-    return queryFactory
-        .select(
-            Projections.constructor(
-                Tasks.class,
-                labelingAssignmentEntity.assignmentUid,
-                labelingAssignmentEntity.inferenceGeomUid,
-                labelingAssignmentEntity.analUid))
-        .from(labelingAssignmentEntity)
-        .where(labelingAssignmentEntity.assignmentUid.eq(UUID.fromString(assignmentUid)))
-        .fetchOne();
-  }
-
-  @Override
-  public void updateGeomUidTestState(List<Long> geomUids) {
-    queryFactory
-        .update(mapSheetAnalDataInferenceGeomEntity)
-        .set(mapSheetAnalDataInferenceGeomEntity.testState, InspectState.UNCONFIRM.getId())
-        .set(mapSheetAnalDataInferenceGeomEntity.updatedDttm, ZonedDateTime.now())
-        .where(mapSheetAnalDataInferenceGeomEntity.geoUid.in(geomUids))
-        .execute();
-  }
-
   @Override
   public List<CompleteLabelData> findCompletedYesterdayLabelingList(
       Long analUid, String mapSheetNum) {

src/main/java/com/kamco/cd/kamcoback/postgres/repository/trainingdata/TrainingDataLabelRepositoryImpl.java

@@ -6,9 +6,11 @@ import static com.kamco.cd.kamcoback.postgres.entity.QMapInkx5kEntity.mapInkx5kE
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalDataInferenceGeomEntity.mapSheetAnalDataInferenceGeomEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalInferenceEntity.mapSheetAnalInferenceEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetLearnDataGeomEntity.mapSheetLearnDataGeomEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QPnuEntity.pnuEntity;
 
 import com.fasterxml.jackson.databind.JsonNode;
 import com.fasterxml.jackson.databind.ObjectMapper;
+import com.kamco.cd.kamcoback.common.enums.DetectionClassification;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelMngState;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelState;
 import com.kamco.cd.kamcoback.postgres.entity.LabelingAssignmentEntity;
@@ -304,6 +306,10 @@ public class TrainingDataLabelRepositoryImpl extends QuerydslRepositorySupport
             queryFactory
                 .select(labelingAssignmentEntity.count())
                 .from(labelingAssignmentEntity)
+                .innerJoin(mapSheetAnalInferenceEntity)
+                .on(
+                    labelingAssignmentEntity.analUid.eq(mapSheetAnalInferenceEntity.id),
+                    mapSheetAnalInferenceEntity.analState.ne(LabelMngState.FINISH.getId()))
                 .where(labelingAssignmentEntity.workerUid.eq(userId))
                 .fetchOne();
 
@@ -324,6 +330,10 @@ public class TrainingDataLabelRepositoryImpl extends QuerydslRepositorySupport
             queryFactory
                 .select(labelingAssignmentEntity.count())
                 .from(labelingAssignmentEntity)
+                .innerJoin(mapSheetAnalInferenceEntity)
+                .on(
+                    labelingAssignmentEntity.analUid.eq(mapSheetAnalInferenceEntity.id),
+                    mapSheetAnalInferenceEntity.analState.ne(LabelMngState.FINISH.getId()))
                 .where(
                     labelingAssignmentEntity.workerUid.eq(userId),
                     labelingAssignmentEntity.workState.eq("ASSIGNED"))
@@ -352,6 +362,10 @@ public class TrainingDataLabelRepositoryImpl extends QuerydslRepositorySupport
             queryFactory
                 .select(labelingAssignmentEntity.count())
                 .from(labelingAssignmentEntity)
+                .innerJoin(mapSheetAnalInferenceEntity)
+                .on(
+                    labelingAssignmentEntity.analUid.eq(mapSheetAnalInferenceEntity.id),
+                    mapSheetAnalInferenceEntity.analState.ne(LabelMngState.FINISH.getId()))
                 .where(
                     labelingAssignmentEntity.workerUid.eq(userId),
                     labelingAssignmentEntity.workState.in(
@@ -466,6 +480,14 @@ public class TrainingDataLabelRepositoryImpl extends QuerydslRepositorySupport
       }
 
       // 5. DTO 생성
+      // pnu list 조회
+      List<String> pnuList =
+          queryFactory
+              .select(pnuEntity.pnu)
+              .from(pnuEntity)
+              .where(pnuEntity.geo.geoUid.eq(mapSheetAnalDataInferenceGeomEntityEntity.getGeoUid()))
+              .fetch();
+
       var changeDetectionInfo =
           ChangeDetectionInfo.builder()
               .mapSheetInfo(mapSheetEntity != null ? mapSheetEntity.getMapidNm() : "")
@@ -483,6 +505,9 @@ public class TrainingDataLabelRepositoryImpl extends QuerydslRepositorySupport
                           mapSheetAnalDataInferenceGeomEntityEntity.getClassBeforeCd() != null
                               ? mapSheetAnalDataInferenceGeomEntityEntity.getClassBeforeCd()
                               : "")
+                      .classificationName(
+                          DetectionClassification.fromStrDesc(
+                              mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterCd()))
                       .probability(
                           mapSheetAnalDataInferenceGeomEntityEntity.getClassBeforeProb() != null
                               ? mapSheetAnalDataInferenceGeomEntityEntity.getClassBeforeProb()
@@ -494,6 +519,9 @@ public class TrainingDataLabelRepositoryImpl extends QuerydslRepositorySupport
                           mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterCd() != null
                               ? mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterCd()
                               : "")
+                      .classificationName(
+                          DetectionClassification.fromStrDesc(
+                              mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterCd()))
                       .probability(
                           mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterProb() != null
                               ? mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterProb()
@@ -507,10 +535,7 @@ public class TrainingDataLabelRepositoryImpl extends QuerydslRepositorySupport
                   mapSheetAnalDataInferenceGeomEntityEntity.getCdProb() != null
                       ? mapSheetAnalDataInferenceGeomEntityEntity.getCdProb()
                       : 0.0)
-              .pnu(
-                  mapSheetAnalDataInferenceGeomEntityEntity.getPnu() != null
-                      ? mapSheetAnalDataInferenceGeomEntityEntity.getPnu()
-                      : 0L)
+              .pnu(pnuList)
               .mapSheetNum(
                   mapSheetAnalDataInferenceGeomEntityEntity.getMapSheetNum() != null
                       ? mapSheetAnalDataInferenceGeomEntityEntity.getMapSheetNum()
@@ -518,12 +543,17 @@ public class TrainingDataLabelRepositoryImpl extends QuerydslRepositorySupport
               .build();
 
       var inspectionResultInfo =
-          InspectionResultInfo.builder()
-              .verificationResult(convertInspectState(assignment.toDto().getInspectState()))
-              .inappropriateReason("")
-              //        .memo(assignment.toDto().getInspectMemo() != null ?
-              // assignment.toDto().getInspectMemo() : "")
-              .build();
+          queryFactory
+              .select(
+                  Projections.constructor(
+                      InspectionResultInfo.class,
+                      mapSheetAnalDataInferenceGeomEntity.fitState,
+                      mapSheetAnalDataInferenceGeomEntity.fitStateCmmnt))
+              .from(mapSheetAnalDataInferenceGeomEntity)
+              .where(
+                  mapSheetAnalDataInferenceGeomEntity.geoUid.eq(
+                      mapSheetAnalDataInferenceGeomEntityEntity.getGeoUid()))
+              .fetchOne();
 
       // 6. Geometry를 GeoJSON으로 변환
       InferenceDataGeometry inferData =

src/main/java/com/kamco/cd/kamcoback/postgres/repository/trainingdata/TrainingDataReviewRepositoryImpl.java

@@ -7,9 +7,11 @@ import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalDataInferenceG
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalInferenceEntity.mapSheetAnalInferenceEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetLearnDataGeomEntity.mapSheetLearnDataGeomEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QMemberEntity.memberEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QPnuEntity.pnuEntity;
 
 import com.fasterxml.jackson.databind.JsonNode;
 import com.fasterxml.jackson.databind.ObjectMapper;
+import com.kamco.cd.kamcoback.common.enums.DetectionClassification;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.InspectState;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelMngState;
 import com.kamco.cd.kamcoback.postgres.entity.LabelingAssignmentEntity;
@@ -23,7 +25,6 @@ import com.kamco.cd.kamcoback.trainingdata.dto.TrainingDataReviewDto.DetailRes;
 import com.kamco.cd.kamcoback.trainingdata.dto.TrainingDataReviewDto.GeoFeatureRequest.Properties;
 import com.kamco.cd.kamcoback.trainingdata.dto.TrainingDataReviewDto.InferenceDataGeometry;
 import com.kamco.cd.kamcoback.trainingdata.dto.TrainingDataReviewDto.InferenceDataGeometry.InferenceProperties;
-import com.kamco.cd.kamcoback.trainingdata.dto.TrainingDataReviewDto.InspectionResultInfo;
 import com.kamco.cd.kamcoback.trainingdata.dto.TrainingDataReviewDto.LearnDataGeometry;
 import com.kamco.cd.kamcoback.trainingdata.dto.TrainingDataReviewDto.LearnDataGeometry.LearnProperties;
 import com.kamco.cd.kamcoback.trainingdata.dto.TrainingDataReviewDto.ReviewGeometryInfo;
@@ -313,6 +314,10 @@ public class TrainingDataReviewRepositoryImpl extends QuerydslRepositorySupport
             queryFactory
                 .select(labelingAssignmentEntity.count())
                 .from(labelingAssignmentEntity)
+                .innerJoin(mapSheetAnalInferenceEntity)
+                .on(
+                    labelingAssignmentEntity.analUid.eq(mapSheetAnalInferenceEntity.id),
+                    mapSheetAnalInferenceEntity.analState.ne(LabelMngState.FINISH.getId()))
                 .where(labelingAssignmentEntity.inspectorUid.eq(userId))
                 .fetchOne();
 
@@ -333,6 +338,10 @@ public class TrainingDataReviewRepositoryImpl extends QuerydslRepositorySupport
             queryFactory
                 .select(labelingAssignmentEntity.count())
                 .from(labelingAssignmentEntity)
+                .innerJoin(mapSheetAnalInferenceEntity)
+                .on(
+                    labelingAssignmentEntity.analUid.eq(mapSheetAnalInferenceEntity.id),
+                    mapSheetAnalInferenceEntity.analState.ne(LabelMngState.FINISH.getId()))
                 .where(
                     labelingAssignmentEntity.inspectorUid.eq(userId),
                     labelingAssignmentEntity.inspectState.eq("UNCONFIRM"))
@@ -361,6 +370,10 @@ public class TrainingDataReviewRepositoryImpl extends QuerydslRepositorySupport
             queryFactory
                 .select(labelingAssignmentEntity.count())
                 .from(labelingAssignmentEntity)
+                .innerJoin(mapSheetAnalInferenceEntity)
+                .on(
+                    labelingAssignmentEntity.analUid.eq(mapSheetAnalInferenceEntity.id),
+                    mapSheetAnalInferenceEntity.analState.ne(LabelMngState.FINISH.getId()))
                 .where(
                     labelingAssignmentEntity.inspectorUid.eq(userId),
                     labelingAssignmentEntity.inspectState.in("COMPLETE", "EXCEPT"),
@@ -482,7 +495,7 @@ public class TrainingDataReviewRepositoryImpl extends QuerydslRepositorySupport
               queryFactory
                   .select(memberEntity.name)
                   .from(memberEntity)
-                  .where(memberEntity.userId.eq(assignment.toDto().getWorkerUid()))
+                  .where(memberEntity.employeeNo.eq(assignment.toDto().getWorkerUid()))
                   .fetchFirst();
           if (workerName == null) {
             workerName = "";
@@ -494,6 +507,14 @@ public class TrainingDataReviewRepositoryImpl extends QuerydslRepositorySupport
       }
 
       // 5. DTO 생성
+      // pnu list 조회
+      List<String> pnuList =
+          queryFactory
+              .select(pnuEntity.pnu)
+              .from(pnuEntity)
+              .where(pnuEntity.geo.geoUid.eq(mapSheetAnalDataInferenceGeomEntityEntity.getGeoUid()))
+              .fetch();
+
       var changeDetectionInfo =
           ChangeDetectionInfo.builder()
               .mapSheetInfo(mapSheetEntity != null ? mapSheetEntity.getMapidNm() : "")
@@ -511,6 +532,9 @@ public class TrainingDataReviewRepositoryImpl extends QuerydslRepositorySupport
                           mapSheetAnalDataInferenceGeomEntityEntity.getClassBeforeCd() != null
                               ? mapSheetAnalDataInferenceGeomEntityEntity.getClassBeforeCd()
                               : "")
+                      .classificationName(
+                          DetectionClassification.fromStrDesc(
+                              mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterCd()))
                       .probability(
                           mapSheetAnalDataInferenceGeomEntityEntity.getClassBeforeProb() != null
                               ? mapSheetAnalDataInferenceGeomEntityEntity.getClassBeforeProb()
@@ -522,6 +546,9 @@ public class TrainingDataReviewRepositoryImpl extends QuerydslRepositorySupport
                           mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterCd() != null
                               ? mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterCd()
                               : "")
+                      .classificationName(
+                          DetectionClassification.fromStrDesc(
+                              mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterCd()))
                       .probability(
                           mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterProb() != null
                               ? mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterProb()
@@ -535,10 +562,7 @@ public class TrainingDataReviewRepositoryImpl extends QuerydslRepositorySupport
                   mapSheetAnalDataInferenceGeomEntityEntity.getCdProb() != null
                       ? mapSheetAnalDataInferenceGeomEntityEntity.getCdProb()
                       : 0.0)
-              .pnu(
-                  mapSheetAnalDataInferenceGeomEntityEntity.getPnu() != null
-                      ? mapSheetAnalDataInferenceGeomEntityEntity.getPnu()
-                      : 0L)
+              .pnu(pnuList)
               .mapSheetNum(
                   mapSheetAnalDataInferenceGeomEntityEntity.getMapSheetNum() != null
                       ? mapSheetAnalDataInferenceGeomEntityEntity.getMapSheetNum()
@@ -547,11 +571,17 @@ public class TrainingDataReviewRepositoryImpl extends QuerydslRepositorySupport
               .build();
 
       var inspectionResultInfo =
-          InspectionResultInfo.builder()
-              .verificationResult(convertInspectState(assignment.toDto().getInspectState()))
-              .inappropriateReason("")
-              .memo("")
-              .build();
+          queryFactory
+              .select(
+                  Projections.constructor(
+                      TrainingDataReviewDto.InspectionResultInfo.class,
+                      mapSheetAnalDataInferenceGeomEntity.fitState,
+                      mapSheetAnalDataInferenceGeomEntity.fitStateCmmnt))
+              .from(mapSheetAnalDataInferenceGeomEntity)
+              .where(
+                  mapSheetAnalDataInferenceGeomEntity.geoUid.eq(
+                      mapSheetAnalDataInferenceGeomEntityEntity.getGeoUid()))
+              .fetchOne();
 
       // 6. Geometry를 GeoJSON으로 변환
       InferenceDataGeometry inferData =

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

@@ -0,0 +1,55 @@
+package com.kamco.cd.kamcoback.scheduler.service;
+
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectContDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinDto.GeomUidDto;
+import com.kamco.cd.kamcoback.gukyuin.service.GukYuinApiService;
+import com.kamco.cd.kamcoback.postgres.core.GukYuinLabelJobCoreService;
+import java.util.List;
+import lombok.RequiredArgsConstructor;
+import lombok.extern.log4j.Log4j2;
+import org.springframework.beans.factory.annotation.Value;
+import org.springframework.scheduling.annotation.Scheduled;
+import org.springframework.stereotype.Service;
+
+@Log4j2
+@Service
+@RequiredArgsConstructor
+public class GukYuinApiLabelJobService {
+
+  private final GukYuinLabelJobCoreService gukYuinLabelJobCoreService;
+  private final GukYuinApiService gukYuinApiService;
+
+  @Value("${spring.profiles.active}")
+  private String profile;
+
+  /**
+   * 실행중인 profile
+   *
+   * @return
+   */
+  private boolean isLocalProfile() {
+    return "local".equalsIgnoreCase(profile);
+  }
+
+  /** 어제 라벨링 검수 완료된 것 -> 국유인에 전송 */
+  @Scheduled(cron = "0 0 2 * * *")
+  public void findLabelingCompleteSend() {
+    if (isLocalProfile()) {
+      return;
+    }
+
+    List<GeomUidDto> list = gukYuinLabelJobCoreService.findYesterdayLabelingCompleteList();
+    if (list.isEmpty()) {
+      return;
+    }
+
+    for (GeomUidDto gto : list) {
+      ChngDetectContDto.ResultLabelDto dto =
+          gukYuinApiService.updateChnDtctObjtLabelingYn(gto.getResultUid(), "Y");
+      if (dto.getSuccess()) {
+        // inference_geom 에 label_send_dttm 업데이트 하기
+        gukYuinLabelJobCoreService.updateAnalDataInferenceGeomSendDttm(gto.getGeoUid());
+      }
+    }
+  }
+}

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

@@ -0,0 +1,110 @@
+package com.kamco.cd.kamcoback.scheduler.service;
+
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectContDto.ContBasic;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectContDto.ResultContDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.LearnKeyDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.ResultDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinStatus;
+import com.kamco.cd.kamcoback.gukyuin.service.GukYuinApiService;
+import com.kamco.cd.kamcoback.postgres.core.GukYuinPnuJobCoreService;
+import java.util.List;
+import lombok.RequiredArgsConstructor;
+import lombok.extern.log4j.Log4j2;
+import org.springframework.beans.factory.annotation.Value;
+import org.springframework.scheduling.annotation.Scheduled;
+import org.springframework.stereotype.Service;
+
+@Log4j2
+@Service
+@RequiredArgsConstructor
+public class GukYuinApiPnuJobService {
+
+  private final GukYuinPnuJobCoreService gukYuinPnuJobCoreService;
+  private final GukYuinApiService gukYuinApiService;
+
+  @Value("${spring.profiles.active}")
+  private String profile;
+
+  /**
+   * 실행중인 profile
+   *
+   * @return
+   */
+  private boolean isLocalProfile() {
+    return "local".equalsIgnoreCase(profile);
+  }
+
+  /** 국유인 등록 완료 후, 탐지객체 조회해서 PNU 업데이트 하는 스케줄링 하루 1번 새벽 1시에 실행 */
+  @Scheduled(cron = "0 0 1 * * *")
+  public void findGukYuinContListPnuUpdate() {
+    if (isLocalProfile()) {
+      return;
+    }
+
+    List<LearnKeyDto> list =
+        gukYuinPnuJobCoreService.findGukyuinApplyStatusUidList(
+            List.of(GukYuinStatus.GUK_COMPLETED.getId(), GukYuinStatus.PNU_FAILED.getId()));
+    if (list.isEmpty()) {
+      return;
+    }
+
+    for (LearnKeyDto dto : list) {
+      try {
+        processUid(dto.getUid(), dto.getUid());
+        gukYuinPnuJobCoreService.updateGukYuinApplyStateComplete(
+            dto.getId(), GukYuinStatus.PNU_COMPLETED);
+      } catch (Exception e) {
+        log.error("[GUKYUIN] failed uid={}", dto.getUid(), e);
+        gukYuinPnuJobCoreService.updateGukYuinApplyStateComplete(
+            dto.getId(), GukYuinStatus.PNU_FAILED);
+      }
+    }
+  }
+
+  private void processUid(String chnDtctId, String uid) {
+    ResultDto result = gukYuinApiService.listChnDtctId(chnDtctId);
+    if (result == null || result.getResult() == null || result.getResult().isEmpty()) {
+      return;
+    }
+
+    ChngDetectMastDto.Basic basic = result.getResult().get(0);
+    String chnDtctCnt = basic.getChnDtctCnt();
+    if (chnDtctCnt == null || chnDtctCnt.isEmpty()) {
+      return;
+    }
+
+    // page 계산
+    int pageSize = 100;
+    int totalCount = Integer.parseInt(chnDtctCnt);
+    int totalPages = (totalCount + pageSize - 1) / pageSize;
+
+    for (int page = 0; page < totalPages; page++) {
+      processPage(uid, page, pageSize);
+    }
+  }
+
+  private void processPage(String uid, int page, int pageSize) {
+    ResultContDto resContList = gukYuinApiService.findChnContList(uid, page, pageSize);
+
+    if (resContList.getResult() == null || resContList.getResult().isEmpty()) {
+      return; // 외부 API 이상 방어
+    }
+
+    List<ContBasic> contList = resContList.getResult();
+    for (ContBasic cont : contList) {
+      String[] pnuList = cont.getPnuList();
+      long pnuCnt = pnuList == null ? 0 : pnuList.length;
+      if (cont.getChnDtctObjtId() != null) {
+        gukYuinPnuJobCoreService.updateInferenceGeomDataPnuCnt(cont.getChnDtctObjtId(), pnuCnt);
+
+        if (pnuCnt > 0) {
+          Long geoUid =
+              gukYuinPnuJobCoreService.findMapSheetAnalDataInferenceGeomUid(
+                  cont.getChnDtctObjtId());
+          gukYuinPnuJobCoreService.insertGeoUidPnuData(geoUid, pnuList, cont.getChnDtctObjtId());
+        }
+      }
+    }
+  }
+}

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

@@ -1,7 +1,8 @@
 package com.kamco.cd.kamcoback.scheduler.service;
 
 import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto;
-import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.ResultDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.LearnKeyDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinStatus;
 import com.kamco.cd.kamcoback.gukyuin.service.GukYuinApiService;
 import com.kamco.cd.kamcoback.postgres.core.GukYuinJobCoreService;
 import java.util.List;
@@ -14,10 +15,10 @@ import org.springframework.stereotype.Service;
 @Log4j2
 @Service
 @RequiredArgsConstructor
-public class GukYuinApiJobService {
+public class GukYuinApiStatusJobService {
 
-  private final GukYuinApiService gukYuinApiService;
   private final GukYuinJobCoreService gukYuinJobCoreService;
+  private final GukYuinApiService gukYuinApiService;
 
   @Value("${spring.profiles.active}")
   private String profile;
@@ -31,43 +32,40 @@ public class GukYuinApiJobService {
     return "local".equalsIgnoreCase(profile);
   }
 
+  /** 국유인 연동 후, 100% 되었는지 확인하는 스케줄링 매 10분마다 호출 */
   @Scheduled(cron = "0 0/10 * * * *")
   public void findGukYuinMastCompleteYn() {
     if (isLocalProfile()) {
       return;
     }
 
-    List<String> list = gukYuinJobCoreService.findGukyuinApplyIngUidList();
+    List<LearnKeyDto> list =
+        gukYuinJobCoreService.findGukyuinApplyStatusUidList(
+            List.of(GukYuinStatus.IN_PROGRESS.getId()));
     if (list.isEmpty()) {
       return;
     }
 
-    for (String uid : list) {
+    for (LearnKeyDto dto : list) {
       try {
-        ResultDto result = gukYuinApiService.listChnDtctId(uid);
+        ChngDetectMastDto.ResultDto result = gukYuinApiService.listChnDtctId(dto.getUid());
 
         if (result == null || result.getResult() == null || result.getResult().isEmpty()) {
-          log.warn("[GUKYUIN] empty result uid={}", uid);
+          log.warn("[GUKYUIN] empty result chnDtctMstId={}", dto.getChnDtctMstId());
           continue;
         }
 
-        ChngDetectMastDto.Basic basic = result.getResult().get(0);
+        ChngDetectMastDto.Basic basic = result.getResult().getFirst();
 
         Integer progress =
             basic.getExcnPgrt() == null ? null : Integer.parseInt(basic.getExcnPgrt().trim());
         if (progress != null && progress == 100) {
-          gukYuinJobCoreService.updateGukYuinApplyStateComplete(uid);
+          gukYuinJobCoreService.updateGukYuinApplyStateComplete(
+              dto.getId(), GukYuinStatus.GUK_COMPLETED);
         }
       } catch (Exception e) {
-        log.error("[GUKYUIN] failed uid={}", uid, e);
+        log.error("[GUKYUIN] failed uid={}", dto.getChnDtctMstId(), e);
       }
     }
   }
-
-  @Scheduled(cron = "0 0 1 * * *")
-  public void findGukYuinContListPnuUpdate() {
-    if (isLocalProfile()) {
-      return;
-    }
-  }
 }

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

@@ -0,0 +1,115 @@
+package com.kamco.cd.kamcoback.scheduler.service;
+
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectContDto.StbltResult;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.LearnKeyDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.RlbDtctDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.ChngDetectMastDto.RlbDtctMastDto;
+import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinStatus;
+import com.kamco.cd.kamcoback.gukyuin.service.GukYuinApiService;
+import com.kamco.cd.kamcoback.postgres.core.GukYuinStbltJobCoreService;
+import java.time.LocalDate;
+import java.time.ZoneId;
+import java.time.format.DateTimeFormatter;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+import lombok.RequiredArgsConstructor;
+import lombok.extern.log4j.Log4j2;
+import org.springframework.beans.factory.annotation.Value;
+import org.springframework.scheduling.annotation.Scheduled;
+import org.springframework.stereotype.Service;
+
+@Log4j2
+@Service
+@RequiredArgsConstructor
+public class GukYuinApiStbltJobService {
+
+  private final GukYuinStbltJobCoreService gukYuinStbltJobCoreService;
+  private final GukYuinApiService gukYuinApiService;
+
+  @Value("${spring.profiles.active}")
+  private String profile;
+
+  /**
+   * 실행중인 profile
+   *
+   * @return
+   */
+  private boolean isLocalProfile() {
+    return "local".equalsIgnoreCase(profile);
+  }
+
+  /** 국유인 연동 후, 실태조사 적합여부 확인하여 update */
+  @Scheduled(cron = "0 0 3 * * *")
+  public void findGukYuinEligibleForSurvey() {
+    if (isLocalProfile()) {
+      return;
+    }
+
+    List<LearnKeyDto> list =
+        gukYuinStbltJobCoreService.findGukYuinEligibleForSurveyList(
+            GukYuinStatus.PNU_COMPLETED.getId());
+    if (list.isEmpty()) {
+      return;
+    }
+
+    for (LearnKeyDto dto : list) {
+      try {
+        String yesterday =
+            LocalDate.now(ZoneId.of("Asia/Seoul"))
+                .minusDays(1)
+                .format(DateTimeFormatter.ofPattern("yyyyMMdd"));
+        RlbDtctDto result = gukYuinApiService.findRlbDtctList(dto.getUid(), yesterday);
+
+        if (result == null || result.getResult() == null || result.getResult().isEmpty()) {
+          log.warn("[GUKYUIN] empty result chnDtctMstId={}", dto.getChnDtctMstId());
+          continue;
+        }
+
+        for (RlbDtctMastDto stbltDto : result.getResult()) {
+          String resultUid = stbltDto.getChnDtctObjtId();
+          gukYuinStbltJobCoreService.updateGukYuinEligibleForSurvey(resultUid, stbltDto);
+        }
+
+        Map<String, StbltResult> resultMap =
+            result.getResult().stream()
+                .collect(Collectors.groupingBy(RlbDtctMastDto::getChnDtctObjtId))
+                .entrySet()
+                .stream()
+                .collect(
+                    Collectors.toMap(
+                        Map.Entry::getKey,
+                        e -> {
+                          List<RlbDtctMastDto> pnuList = e.getValue();
+
+                          boolean hasY = pnuList.stream().anyMatch(v -> "Y".equals(v.getStbltYn()));
+
+                          String fitYn = hasY ? "Y" : "N";
+
+                          RlbDtctMastDto selected =
+                              hasY
+                                  ? pnuList.stream()
+                                      .filter(v -> "Y".equals(v.getStbltYn()))
+                                      .findFirst()
+                                      .orElse(null)
+                                  : pnuList.stream()
+                                      .filter(v -> "N".equals(v.getStbltYn()))
+                                      .findFirst()
+                                      .orElse(null);
+
+                          if (selected == null) {
+                            return null; // 방어 코드
+                          }
+
+                          return new StbltResult(
+                              fitYn, selected.getIncyCd(), selected.getIncyRsnCont());
+                        }));
+
+        resultMap.forEach(gukYuinStbltJobCoreService::updateGukYuinObjectStbltYn);
+
+      } catch (Exception e) {
+        log.error("[GUKYUIN] failed uid={}", dto.getChnDtctMstId(), e);
+      }
+    }
+  }
+}

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

@@ -28,7 +28,6 @@ import java.util.stream.Collectors;
 import java.util.stream.Stream;
 import lombok.RequiredArgsConstructor;
 import org.apache.commons.io.FilenameUtils;
-import org.springframework.beans.factory.annotation.Value;
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
 
@@ -39,21 +38,6 @@ public class MapSheetMngFileJobService {
 
   private final MapSheetMngFileJobCoreService mapSheetMngFileJobCoreService;
 
-  @Value("${file.sync-root-dir}")
-  private String syncRootDir;
-
-  @Value("${file.sync-tmp-dir}")
-  private String syncTmpDir;
-
-  @Value("${file.sync-file-extention}")
-  private String syncFileExtention;
-
-  @Value("${file.sync-auto-exception-start-year}")
-  private int syncAutoExceptionStartYear;
-
-  @Value("${file.sync-auto-exception-before-year-cnt}")
-  private int syncAutoExceptionBeforeYearCnt;
-
   public Integer checkMngFileSync() {
     return mapSheetMngFileJobCoreService.findNotYetMapSheetMng();
   }

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

@@ -0,0 +1,112 @@
+package com.kamco.cd.kamcoback.scheduler.service;
+
+import com.kamco.cd.kamcoback.postgres.core.TrainingDataLabelJobCoreService;
+import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.InspectorPendingDto;
+import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.Tasks;
+import jakarta.transaction.Transactional;
+import java.util.ArrayList;
+import java.util.LinkedHashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.UUID;
+import java.util.stream.Collectors;
+import lombok.RequiredArgsConstructor;
+import lombok.extern.log4j.Log4j2;
+import org.springframework.beans.factory.annotation.Value;
+import org.springframework.scheduling.annotation.Scheduled;
+import org.springframework.stereotype.Service;
+
+@Log4j2
+@Service
+@RequiredArgsConstructor
+public class TrainingDataLabelJobService {
+
+  private final TrainingDataLabelJobCoreService trainingDataLabelJobCoreService;
+
+  @Value("${spring.profiles.active}")
+  private String profile;
+
+  private boolean isLocalProfile() {
+    return "local".equalsIgnoreCase(profile);
+  }
+
+  @Transactional
+  @Scheduled(cron = "0 0 0 * * *")
+  public void assignReviewerYesterdayLabelComplete() {
+
+    if (isLocalProfile()) {
+      return;
+    }
+
+    try {
+      List<Tasks> tasks = trainingDataLabelJobCoreService.findCompletedYesterdayUnassigned();
+
+      if (tasks.isEmpty()) {
+        return;
+      }
+
+      // 회차별로 그룹핑
+      Map<Long, List<Tasks>> taskByRound =
+          tasks.stream().collect(Collectors.groupingBy(Tasks::getAnalUid));
+
+      // 회차별 분배
+      for (Map.Entry<Long, List<Tasks>> entry : taskByRound.entrySet()) {
+        Long analUid = entry.getKey();
+        List<Tasks> analTasks = entry.getValue();
+
+        // pending 계산
+        List<InspectorPendingDto> pendings =
+            trainingDataLabelJobCoreService.findInspectorPendingByRound(analUid);
+
+        if (pendings.isEmpty()) {
+          continue;
+        }
+
+        List<String> reviewerIds =
+            pendings.stream().map(InspectorPendingDto::getInspectorUid).toList();
+
+        // Lock 걸릴 수 있기 때문에 엔티티 조회하는 Repository 에서 구현
+        trainingDataLabelJobCoreService.lockInspectors(analUid, reviewerIds);
+
+        // 균등 분배
+        Map<String, List<Tasks>> assignMap = distributeByLeastPending(analTasks, reviewerIds);
+
+        // reviewer별 batch update
+        assignMap.forEach(
+            (reviewerId, assignedTasks) -> {
+              if (assignedTasks.isEmpty()) {
+                return;
+              }
+
+              List<UUID> assignmentUids =
+                  assignedTasks.stream().map(Tasks::getAssignmentUid).toList();
+              trainingDataLabelJobCoreService.assignReviewerBatch(assignmentUids, reviewerId);
+
+              List<Long> geomUids = assignedTasks.stream().map(Tasks::getInferenceUid).toList();
+              trainingDataLabelJobCoreService.updateGeomUidTestState(geomUids);
+            });
+      }
+    } catch (Exception e) {
+      log.error("배치 처리 중 예외", e);
+    }
+  }
+
+  private Map<String, List<Tasks>> distributeByLeastPending(
+      List<Tasks> tasks, List<String> reviewerIds) {
+    Map<String, List<Tasks>> result = new LinkedHashMap<>();
+
+    // 순서 유지 중요 (ASC 정렬된 상태)
+    for (String reviewerId : reviewerIds) {
+      result.put(reviewerId, new ArrayList<>());
+    }
+
+    int reviewerCount = reviewerIds.size();
+
+    for (int i = 0; i < tasks.size(); i++) {
+      String reviewerId = reviewerIds.get(i % reviewerCount);
+      result.get(reviewerId).add(tasks.get(i));
+    }
+
+    return result;
+  }
+}

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

@@ -8,20 +8,13 @@ import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.AnalMapShee
 import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.CompleteLabelData;
 import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.CompleteLabelData.GeoJsonFeature;
 import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.FeatureCollection;
-import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.InspectorPendingDto;
-import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.Tasks;
 import jakarta.transaction.Transactional;
 import java.io.IOException;
 import java.nio.file.Files;
 import java.nio.file.Path;
 import java.nio.file.Paths;
-import java.util.ArrayList;
-import java.util.LinkedHashMap;
 import java.util.List;
-import java.util.Map;
 import java.util.Objects;
-import java.util.UUID;
-import java.util.stream.Collectors;
 import lombok.RequiredArgsConstructor;
 import lombok.extern.log4j.Log4j2;
 import org.springframework.beans.factory.annotation.Value;
@@ -46,114 +39,13 @@ public class TrainingDataReviewJobService {
   }
 
   @Transactional
-  @Scheduled(cron = "0 0 0 * * *")
-  public void assignReviewerYesterdayLabelComplete() {
+  @Scheduled(cron = "0 0 2 * * *")
+  public void exportGeojsonLabelingGeom() {
 
     if (isLocalProfile()) {
       return;
     }
 
-    try {
-      List<Tasks> tasks = trainingDataReviewJobCoreService.findCompletedYesterdayUnassigned();
-
-      if (tasks.isEmpty()) {
-        return;
-      }
-
-      // 회차별로 그룹핑
-      Map<Long, List<Tasks>> taskByRound =
-          tasks.stream().collect(Collectors.groupingBy(Tasks::getAnalUid));
-
-      // 회차별 분배
-      for (Map.Entry<Long, List<Tasks>> entry : taskByRound.entrySet()) {
-        Long analUid = entry.getKey();
-        List<Tasks> analTasks = entry.getValue();
-
-        // pending 계산
-        List<InspectorPendingDto> pendings =
-            trainingDataReviewJobCoreService.findInspectorPendingByRound(analUid);
-
-        if (pendings.isEmpty()) {
-          continue;
-        }
-
-        List<String> reviewerIds =
-            pendings.stream().map(InspectorPendingDto::getInspectorUid).toList();
-
-        // Lock 걸릴 수 있기 때문에 엔티티 조회하는 Repository 에서 구현
-        trainingDataReviewJobCoreService.lockInspectors(analUid, reviewerIds);
-
-        // 균등 분배
-        Map<String, List<Tasks>> assignMap = distributeByLeastPending(analTasks, reviewerIds);
-
-        // reviewer별 batch update
-        assignMap.forEach(
-            (reviewerId, assignedTasks) -> {
-              if (assignedTasks.isEmpty()) {
-                return;
-              }
-
-              List<UUID> assignmentUids =
-                  assignedTasks.stream().map(Tasks::getAssignmentUid).toList();
-              trainingDataReviewJobCoreService.assignReviewerBatch(assignmentUids, reviewerId);
-
-              List<Long> geomUids = assignedTasks.stream().map(Tasks::getInferenceUid).toList();
-              trainingDataReviewJobCoreService.updateGeomUidTestState(geomUids);
-            });
-      }
-    } catch (Exception e) {
-      log.error("배치 처리 중 예외", e);
-    }
-  }
-
-  private Map<String, List<Tasks>> distributeByLeastPending(
-      List<Tasks> tasks, List<String> reviewerIds) {
-    Map<String, List<Tasks>> result = new LinkedHashMap<>();
-
-    // 순서 유지 중요 (ASC 정렬된 상태)
-    for (String reviewerId : reviewerIds) {
-      result.put(reviewerId, new ArrayList<>());
-    }
-
-    int reviewerCount = reviewerIds.size();
-
-    for (int i = 0; i < tasks.size(); i++) {
-      String reviewerId = reviewerIds.get(i % reviewerCount);
-      result.get(reviewerId).add(tasks.get(i));
-    }
-
-    return result;
-  }
-
-  // 라벨러 완료,SKIP 시 호출 -> 미사용
-  @Transactional
-  public void assignRealtime(String assignmentUid) {
-    Tasks task = trainingDataReviewJobCoreService.findAssignmentTask(assignmentUid);
-    Long analUid = task.getAnalUid();
-
-    // pending 계산
-    List<InspectorPendingDto> pendings =
-        trainingDataReviewJobCoreService.findInspectorPendingByRound(analUid);
-
-    if (pendings.isEmpty()) {
-      return;
-    }
-
-    List<String> order = pendings.stream().map(InspectorPendingDto::getInspectorUid).toList();
-
-    trainingDataReviewJobCoreService.lockInspectors(analUid, order);
-
-    trainingDataReviewJobCoreService.assignReviewer(task.getAssignmentUid(), order.getFirst());
-
-    List<Long> geomUids = new ArrayList<>();
-    geomUids.add(task.getInferenceUid());
-    trainingDataReviewJobCoreService.updateGeomUidTestState(geomUids);
-  }
-
-  @Transactional
-  @Scheduled(cron = "0 0 2 * * *")
-  public void exportGeojsonLabelingGeom() {
-
     // 1) 경로/파일명 결정
     String targetDir =
         "local".equals(profile) ? System.getProperty("user.home") + "/geojson" : trainingDataDir;

src/main/java/com/kamco/cd/kamcoback/trainingdata/TrainingDataReviewApiController.java

@@ -3,6 +3,7 @@ package com.kamco.cd.kamcoback.trainingdata;
 import com.kamco.cd.kamcoback.code.dto.CommonCodeDto;
 import com.kamco.cd.kamcoback.config.api.ApiResponseDto;
 import com.kamco.cd.kamcoback.config.api.ApiResponseDto.ResponseObj;
+import com.kamco.cd.kamcoback.scheduler.service.TrainingDataLabelJobService;
 import com.kamco.cd.kamcoback.scheduler.service.TrainingDataReviewJobService;
 import com.kamco.cd.kamcoback.trainingdata.dto.TrainingDataReviewDto;
 import com.kamco.cd.kamcoback.trainingdata.dto.TrainingDataReviewDto.ReviewGeometryInfo;
@@ -32,6 +33,7 @@ import org.springframework.web.bind.annotation.RestController;
 public class TrainingDataReviewApiController {
 
   private final TrainingDataReviewService trainingDataReviewService;
+  private final TrainingDataLabelJobService trainingDataLabelJobService;
   private final TrainingDataReviewJobService trainingDataReviewJobService;
 
   @Operation(summary = "목록 조회", description = "검수 할당 목록 조회")
@@ -562,7 +564,7 @@ public class TrainingDataReviewApiController {
       description = "스케줄링이 실패한 경우 수동 호출하는 API, 어제 라벨링 완료된 것을 해당 검수자들에게 할당함")
   @GetMapping("/run-schedule")
   public ApiResponseDto<Void> runTrainingReviewSchedule() {
-    trainingDataReviewJobService.assignReviewerYesterdayLabelComplete();
+    trainingDataLabelJobService.assignReviewerYesterdayLabelComplete();
     return ApiResponseDto.ok(null);
   }