merge develop_add_log

Reviewed-on: #104

Dockerfile-prod

@@ -1,8 +1,12 @@
-# 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
+# Stage 1: Build stage (gradle build는 Jenkins에서 이미 수행)
+FROM eclipse-temurin:21-jre-jammy
+
+# GDAL 설치
+RUN apt-get update && apt-get install -y \
+    gdal-bin \
+    libgdal-dev \
+    && rm -rf /var/lib/apt/lists/*
 
-# 사용자 설정 (앱 별로 다를 수 있으므로 여기에 유지)
 ARG UID=1000
 ARG GID=1000
 
@@ -19,6 +23,7 @@ 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"]

Dockerfile-prod_bak

@@ -0,0 +1,23 @@
+# Stage 1: Build stage (gradle build는 Jenkins에서 이미 수행)
+FROM kamco-java-gdal:21
+
+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-dev.yml

@@ -15,11 +15,7 @@ services:
       - 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
+      - /data:/kamco-nfs
     networks:
       - kamco-cds
     restart: unless-stopped

docker-compose-prod.yml

@@ -1,25 +1,34 @@
 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"
+  nginx:
+    image: nginx:alpine
+    container_name: kamco-cd-api-nginx
     ports:
-      - "7100:8080"
+      - "12013:443"
+    volumes:
+      - ./nginx/nginx.conf:/etc/nginx/nginx.conf:ro
+      - ./nginx/conf.d:/etc/nginx/conf.d:ro
+      - /etc/ssl/certs/globalsign:/etc/ssl/certs/globalsign:ro
+    networks:
+      - kamco-cds
+    restart: unless-stopped
+    depends_on:
+      - kamco-cd-api
+    healthcheck:
+      test: ["CMD", "wget", "--no-verbose", "--tries=1", "--spider", "http://localhost/health"]
+      interval: 10s
+      timeout: 5s
+      retries: 5
+      start_period: 10s
+
+  kamco-cd-api:
+    image: kamco-api-app:260219
+    container_name: kamco-cd-api
+    user: "1000:1000"
     environment:
-      - SPRING_PROFILES_ACTIVE=dev
+      - SPRING_PROFILES_ACTIVE=prod
       - 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
+      - /data:/kamco-nfs
     networks:
       - kamco-cds
     restart: unless-stopped

nginx/README.md

@@ -0,0 +1,122 @@
+# Nginx HTTPS Configuration for KAMCO Change Detection API
+
+## SSL Certificate Setup
+
+### Required Files
+GlobalSign SSL 인증서 파일들을 서버의 `/etc/ssl/certs/globalsign/` 디렉토리에 배치해야 합니다:
+
+```
+/etc/ssl/certs/globalsign/
+├── certificate.crt      # SSL 인증서 파일
+├── private.key          # 개인 키 파일
+└── ca-bundle.crt        # CA 번들 파일 (중간 인증서)
+```
+
+### Certificate Installation Steps
+
+1. **디렉토리 생성**
+```bash
+sudo mkdir -p /etc/ssl/certs/globalsign
+sudo chmod 755 /etc/ssl/certs/globalsign
+```
+
+2. **인증서 파일 복사**
+```bash
+sudo cp your-certificate.crt /etc/ssl/certs/globalsign/certificate.crt
+sudo cp your-private.key /etc/ssl/certs/globalsign/private.key
+sudo cp ca-bundle.crt /etc/ssl/certs/globalsign/ca-bundle.crt
+```
+
+3. **파일 권한 설정**
+```bash
+sudo chmod 644 /etc/ssl/certs/globalsign/certificate.crt
+sudo chmod 600 /etc/ssl/certs/globalsign/private.key
+sudo chmod 644 /etc/ssl/certs/globalsign/ca-bundle.crt
+```
+
+## Configuration Overview
+
+### Service Architecture
+```
+Internet (HTTPS:12013)
+    ↓
+nginx (443 in container)
+    ↓
+kamco-changedetection-api (8080 in container)
+```
+
+### Key Features
+- **HTTPS/TLS**: TLSv1.2, TLSv1.3 지원
+- **Port**: 외부 12013 → 내부 443 (nginx)
+- **Domain**: aicd-api.e-kamco.com:12013
+- **Reverse Proxy**: kamco-changedetection-api:8080으로 프록시
+- **Security Headers**: HSTS, X-Frame-Options, X-Content-Type-Options 등
+- **Health Check**: /health 엔드포인트
+
+## Deployment
+
+### Start Services
+```bash
+docker-compose -f docker-compose-prod.yml up -d
+```
+
+### Check Logs
+```bash
+# Nginx logs
+docker logs kamco-cd-nginx
+
+# API logs
+docker logs kamco-changedetection-api
+```
+
+### Verify Configuration
+```bash
+# Test nginx configuration
+docker exec kamco-cd-nginx nginx -t
+
+# Check SSL certificate
+docker exec kamco-cd-nginx openssl s_client -connect localhost:443 -servername aicd-api.e-kamco.com
+```
+
+### Access Service
+```bash
+# HTTPS Access
+curl -k https://aicd-api.e-kamco.com:12013/monitor/health
+
+# Health Check
+curl -k https://aicd-api.e-kamco.com:12013/health
+```
+
+## Troubleshooting
+
+### Certificate Issues
+인증서 파일이 제대로 마운트되었는지 확인:
+```bash
+docker exec kamco-cd-nginx ls -la /etc/ssl/certs/globalsign/
+```
+
+### Nginx Configuration Test
+```bash
+docker exec kamco-cd-nginx nginx -t
+```
+
+### Connection Test
+```bash
+# Check if nginx is listening
+docker exec kamco-cd-nginx netstat -tlnp | grep 443
+
+# Check backend connection
+docker exec kamco-cd-nginx wget --spider http://kamco-changedetection-api:8080/monitor/health
+```
+
+## Configuration Files
+
+- `nginx/nginx.conf`: Main nginx configuration
+- `nginx/conf.d/default.conf`: Server block with SSL and proxy settings
+- `docker-compose-prod.yml`: Docker compose with nginx service
+
+## Notes
+
+- 인증서 파일명이 다를 경우 `nginx/conf.d/default.conf`에서 경로를 수정하세요
+- 인증서 갱신 시 nginx 컨테이너를 재시작하세요: `docker restart kamco-cd-nginx`
+- 포트 12013이 방화벽에서 허용되어 있는지 확인하세요

nginx/conf.d/default.conf

@@ -0,0 +1,60 @@
+upstream kamco_api {
+    server kamco-cd-api:8080;
+}
+
+server {
+    listen 443 ssl http2;
+    server_name aicd-api.e-kamco.com;
+
+    # GlobalSign SSL Certificate
+    ssl_certificate /etc/ssl/certs/globalsign/certificate.crt;
+    ssl_certificate_key /etc/ssl/certs/globalsign/private.key;
+
+    # SSL Configuration
+    ssl_protocols TLSv1.2 TLSv1.3;
+    ssl_ciphers HIGH:!aNULL:!MD5;
+    ssl_prefer_server_ciphers on;
+    ssl_session_cache shared:SSL:10m;
+    ssl_session_timeout 10m;
+
+    # Security Headers
+    add_header Strict-Transport-Security "max-age=31536000; includeSubDomains" always;
+    add_header X-Frame-Options "SAMEORIGIN" always;
+    add_header X-Content-Type-Options "nosniff" always;
+    add_header X-XSS-Protection "1; mode=block" always;
+
+    # Client Body Size
+    client_max_body_size 100M;
+
+    # Proxy Settings
+    location / {
+        proxy_pass http://kamco_api;
+        proxy_set_header Host $host;
+        proxy_set_header X-Real-IP $remote_addr;
+        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+        proxy_set_header X-Forwarded-Proto $scheme;
+        proxy_set_header X-Forwarded-Host $host;
+        proxy_set_header X-Forwarded-Port $server_port;
+
+        # Timeouts
+        proxy_connect_timeout 60s;
+        proxy_send_timeout 60s;
+        proxy_read_timeout 60s;
+
+        # WebSocket Support (if needed)
+        proxy_http_version 1.1;
+        proxy_set_header Upgrade $http_upgrade;
+        proxy_set_header Connection "upgrade";
+    }
+
+    # Health Check Endpoint
+    location /health {
+        access_log off;
+        return 200 "OK";
+        add_header Content-Type text/plain;
+    }
+
+    # Access and Error Logs
+    access_log /var/log/nginx/kamco-api-access.log;
+    error_log /var/log/nginx/kamco-api-error.log;
+}

nginx/nginx.conf

@@ -0,0 +1,33 @@
+user  nginx;
+worker_processes  auto;
+
+error_log  /var/log/nginx/error.log warn;
+pid        /var/run/nginx.pid;
+
+events {
+    worker_connections  1024;
+}
+
+http {
+    include       /etc/nginx/mime.types;
+    default_type  application/octet-stream;
+
+    log_format  main  '$remote_addr - $remote_user [$time_local] "$request" '
+                      '$status $body_bytes_sent "$http_referer" '
+                      '"$http_user_agent" "$http_x_forwarded_for"';
+
+    access_log  /var/log/nginx/access.log  main;
+
+    sendfile        on;
+    tcp_nopush      on;
+    tcp_nodelay     on;
+    keepalive_timeout  65;
+    types_hash_max_size 2048;
+
+    gzip  on;
+    gzip_vary on;
+    gzip_min_length 1024;
+    gzip_types text/plain text/css text/xml text/javascript application/x-javascript application/xml+rss application/json;
+
+    include /etc/nginx/conf.d/*.conf;
+}

src/main/java/com/kamco/cd/kamcoback/auth/JwtAuthenticationFilter.java

@@ -18,12 +18,13 @@ import org.springframework.web.filter.OncePerRequestFilter;
 @RequiredArgsConstructor
 public class JwtAuthenticationFilter extends OncePerRequestFilter {
 
-  private final JwtTokenProvider jwtTokenProvider;
-  private final UserDetailsService userDetailsService;
   private static final AntPathMatcher PATH_MATCHER = new AntPathMatcher();
   private static final String[] EXCLUDE_PATHS = {
-    "/api/auth/signin", "/api/auth/refresh", "/api/auth/logout", "/api/members/*/password"
+    //    "/api/auth/signin", "/api/auth/refresh", "/api/auth/logout", "/api/members/*/password"
+    "/api/auth/signin", "/api/auth/refresh", "/api/auth/logout"
   };
+  private final JwtTokenProvider jwtTokenProvider;
+  private final UserDetailsService userDetailsService;
 
   @Override
   protected void doFilterInternal(

src/main/java/com/kamco/cd/kamcoback/changedetection/ChangeDetectionApiController.java

@@ -146,4 +146,53 @@ public class ChangeDetectionApiController {
     return ApiResponseDto.ok(
         changeDetectionService.getChangeDetectionPointList(type, scale, uuid, mapSheetNum));
   }
+
+  @Operation(summary = "선택 변화탐지 결과 uuid 조회", description = "선택 변화탐지 결과 uuid 조회")
+  @GetMapping("/selected/uuid")
+  public ApiResponseDto<UUID> getChnDtctIdUuid(
+      @Parameter(description = "회차 32자 uid", example = "98ABAA1FC4394F11885C302C19AE5E81")
+          @RequestParam
+          String chnDtctId) {
+    return ApiResponseDto.ok(changeDetectionService.getLearnUuid(chnDtctId));
+  }
+
+  @Operation(summary = "선택 변화탐지 결과 Polygon", description = "선택 변화탐지 결과 Polygon")
+  @GetMapping("/selected/polygon")
+  public ApiResponseDto<ChangeDetectionDto.PolygonFeatureList> getCdPolygonList(
+      @Parameter(description = "회차 32자 uid", example = "98ABAA1FC4394F11885C302C19AE5E81")
+          @RequestParam
+          String chnDtctId,
+      @Parameter(description = "polygon 32자 uid", example = "3B1A7E5F895A4D9698489540EE1BBE1E")
+          @RequestParam
+          String cdObjectId,
+      @Parameter(
+              description = "polygon 32자 uids",
+              example =
+                  "3B1A7E5F895A4D9698489540EE1BBE1E,3B221A2AF9614647A0903A972D56C574,3B22686A7ACE44FC9CB20F1B4FA6DEFD,3B376D94A183479BB5FBE3D7166E6E1A")
+          @RequestParam
+          List<String> cdObjectIds,
+      @Parameter(description = "pnu") @RequestParam(required = false) String pnu) {
+    return ApiResponseDto.ok(
+        changeDetectionService.getPolygonListByCd(chnDtctId, cdObjectId, cdObjectIds, pnu));
+  }
+
+  @Operation(summary = "선택 변화탐지 결과 Point", description = "선택 변화탐지 결과 Point")
+  @GetMapping("/selected/point")
+  public ApiResponseDto<ChangeDetectionDto.PointFeatureList> getCdPointList(
+      @Parameter(description = "회차 32자 uid", example = "98ABAA1FC4394F11885C302C19AE5E81")
+          @RequestParam
+          String chnDtctId,
+      @Parameter(description = "polygon 32자 uid", example = "3B1A7E5F895A4D9698489540EE1BBE1E")
+          @RequestParam
+          String cdObjectId,
+      @Parameter(
+              description = "polygon 32자 uids",
+              example =
+                  "3B1A7E5F895A4D9698489540EE1BBE1E,3B221A2AF9614647A0903A972D56C574,3B22686A7ACE44FC9CB20F1B4FA6DEFD,3B376D94A183479BB5FBE3D7166E6E1A")
+          @RequestParam
+          List<String> cdObjectIds,
+      @Parameter(description = "pnu") @RequestParam(required = false) String pnu) {
+    return ApiResponseDto.ok(
+        changeDetectionService.getPointListByCd(chnDtctId, cdObjectId, cdObjectIds, pnu));
+  }
 }

src/main/java/com/kamco/cd/kamcoback/changedetection/dto/ChangeDetectionDto.java

@@ -197,6 +197,8 @@ public class ChangeDetectionDto {
     private Double afterConfidence; // 비교 신뢰도(확률)
     private String afterClass;
     private Double cdProb; // 탐지정확도
+    private UUID uuid;
+    private String resultUid;
   }
 
   @Schema(name = "PointFeature", description = "Geometry 리턴 객체")
@@ -250,5 +252,21 @@ public class ChangeDetectionDto {
     private Double afterConfidence; // 비교 신뢰도(확률)
     private String afterClass; // 비교 분류
     private Double cdProb; // 탐지 정확도
+    private UUID uuid;
+    private String uid;
+  }
+
+  @Schema(name = "ChangeDetectionMapDto", description = "변화지도 팝업 검색조건")
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class ChangeDetectionMapDto {
+    private Integer compareYyyy;
+    private Integer targetYyyy;
+    private String cdObjectId;
+    private List<String> cdObjectIds;
+    private String chnDtctId;
+    private String pnu;
   }
 }

src/main/java/com/kamco/cd/kamcoback/changedetection/service/ChangeDetectionService.java

@@ -89,4 +89,42 @@ public class ChangeDetectionService {
       default -> throw new IllegalArgumentException("Unsupported type: " + type);
     }
   }
+
+  /**
+   * 선택 폴리곤 정보 조회
+   *
+   * @param chnDtctId
+   * @param cdObjectId
+   * @param cdObjectIds
+   * @param pnu
+   * @return
+   */
+  public ChangeDetectionDto.PolygonFeatureList getPolygonListByCd(
+      String chnDtctId, String cdObjectId, List<String> cdObjectIds, String pnu) {
+    return changeDetectionCoreService.getPolygonListByCd(chnDtctId, cdObjectId, cdObjectIds);
+  }
+
+  /**
+   * 선택 Point 조회
+   *
+   * @param chnDtctId
+   * @param cdObjectId
+   * @param cdObjectIds
+   * @param pnu
+   * @return
+   */
+  public ChangeDetectionDto.PointFeatureList getPointListByCd(
+      String chnDtctId, String cdObjectId, List<String> cdObjectIds, String pnu) {
+    return changeDetectionCoreService.getPointListByCd(chnDtctId, cdObjectId, cdObjectIds);
+  }
+
+  /**
+   * Learn uuid 조회
+   *
+   * @param chnDtctId
+   * @return uuid
+   */
+  public UUID getLearnUuid(String chnDtctId) {
+    return changeDetectionCoreService.getLearnUuid(chnDtctId);
+  }
 }

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

@@ -0,0 +1,92 @@
+package com.kamco.cd.kamcoback.common.download;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.kamco.cd.kamcoback.common.download.dto.DownloadAuditEvent;
+import com.kamco.cd.kamcoback.menu.dto.MenuDto;
+import com.kamco.cd.kamcoback.menu.service.MenuService;
+import com.kamco.cd.kamcoback.postgres.entity.AuditLogEntity;
+import com.kamco.cd.kamcoback.postgres.repository.log.AuditLogRepository;
+import java.util.Comparator;
+import java.util.LinkedHashMap;
+import java.util.List;
+import java.util.Objects;
+import lombok.RequiredArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.context.event.EventListener;
+import org.springframework.scheduling.annotation.Async;
+import org.springframework.stereotype.Component;
+import org.springframework.transaction.annotation.Propagation;
+import org.springframework.transaction.annotation.Transactional;
+
+@Slf4j
+@Component
+@RequiredArgsConstructor
+public class DownloadAuditEventListener {
+
+  private final AuditLogRepository auditLogRepository;
+  private final MenuService menuService;
+  private final ObjectMapper objectMapper;
+
+  @Async("auditLogExecutor")
+  @Transactional(propagation = Propagation.REQUIRES_NEW)
+  @EventListener
+  public void onDownloadAudit(DownloadAuditEvent ev) {
+    try {
+      String menuUid = resolveMenuUid(ev.normalizedUri());
+      if (menuUid == null) {
+        // menuUid null 불가 -> 스킵
+        log.warn(
+            "MenuUid not resolved. skip audit. uri={}, normalized={}",
+            ev.requestUri(),
+            ev.normalizedUri());
+        return;
+      }
+
+      AuditLogEntity logEntity =
+          AuditLogEntity.forFileDownload(
+              ev.userId(), ev.requestUri(), menuUid, ev.ip(), ev.status(), ev.downloadUuid());
+
+      auditLogRepository.save(logEntity);
+
+    } catch (Exception e) {
+      // 본 요청과 분리되어야 함
+      log.warn("Download audit save failed. uri={}, err={}", ev.requestUri(), e.toString());
+    }
+  }
+
+  private String resolveMenuUid(String normalizedUri) {
+    try {
+      List<?> list = menuService.getFindAll();
+
+      List<MenuDto.Basic> basics =
+          list.stream()
+              .map(
+                  item -> {
+                    if (item instanceof LinkedHashMap<?, ?> map) {
+                      return objectMapper.convertValue(map, MenuDto.Basic.class);
+                    } else if (item instanceof MenuDto.Basic dto) {
+                      return dto;
+                    }
+                    return null;
+                  })
+              .filter(Objects::nonNull)
+              .toList();
+
+      MenuDto.Basic basic =
+          basics.stream()
+              .filter(m -> m.getMenuUrl() != null && normalizedUri.startsWith(m.getMenuUrl()))
+              .max(Comparator.comparingInt(m -> m.getMenuUrl().length()))
+              .orElse(null);
+
+      if (basic == null) return null;
+
+      String menuUidStr = basic.getMenuUid(); // ← String
+      if (menuUidStr == null || menuUidStr.isBlank()) return null;
+
+      return menuUidStr; // ← Long 변환
+
+    } catch (Exception e) {
+      return null;
+    }
+  }
+}

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/RangeDownloadResponder.java

@@ -0,0 +1,79 @@
+package com.kamco.cd.kamcoback.common.download;
+
+import jakarta.servlet.http.HttpServletRequest;
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.List;
+import org.springframework.core.io.FileSystemResource;
+import org.springframework.core.io.Resource;
+import org.springframework.core.io.support.ResourceRegion;
+import org.springframework.http.HttpHeaders;
+import org.springframework.http.HttpRange;
+import org.springframework.http.MediaType;
+import org.springframework.http.ResponseEntity;
+import org.springframework.stereotype.Component;
+
+@Component
+public class RangeDownloadResponder {
+
+  public ResponseEntity<?> buildZipResponse(
+      Path filePath, String downloadFileName, HttpServletRequest request) throws IOException {
+
+    if (!Files.isRegularFile(filePath)) {
+      return ResponseEntity.notFound().build();
+    }
+
+    long totalSize = Files.size(filePath);
+    Resource resource = new FileSystemResource(filePath);
+
+    String disposition = "attachment; filename=\"" + downloadFileName + "\"";
+    String rangeHeader = request.getHeader(HttpHeaders.RANGE);
+
+    // 🔥 공통 헤더 (여기 고정)
+    ResponseEntity.BodyBuilder base =
+        ResponseEntity.ok()
+            .contentType(MediaType.APPLICATION_OCTET_STREAM)
+            .header(HttpHeaders.CONTENT_DISPOSITION, disposition)
+            .header(HttpHeaders.ACCEPT_RANGES, "bytes")
+            .header("X-Accel-Buffering", "no");
+
+    if (rangeHeader == null || rangeHeader.isBlank()) {
+      return base.contentLength(totalSize).body(resource);
+    }
+
+    List<HttpRange> ranges;
+    try {
+      ranges = HttpRange.parseRanges(rangeHeader);
+    } catch (IllegalArgumentException ex) {
+      return ResponseEntity.status(416)
+          .header(HttpHeaders.CONTENT_RANGE, "bytes */" + totalSize)
+          .header("X-Accel-Buffering", "no")
+          .build();
+    }
+
+    HttpRange range = ranges.get(0);
+
+    long start = range.getRangeStart(totalSize);
+    long end = range.getRangeEnd(totalSize);
+
+    if (start >= totalSize) {
+      return ResponseEntity.status(416)
+          .header(HttpHeaders.CONTENT_RANGE, "bytes */" + totalSize)
+          .header("X-Accel-Buffering", "no")
+          .build();
+    }
+
+    long regionLength = end - start + 1;
+    ResourceRegion region = new ResourceRegion(resource, start, regionLength);
+
+    return ResponseEntity.status(206)
+        .contentType(MediaType.APPLICATION_OCTET_STREAM)
+        .header(HttpHeaders.CONTENT_DISPOSITION, disposition)
+        .header(HttpHeaders.ACCEPT_RANGES, "bytes")
+        .header("X-Accel-Buffering", "no")
+        .header(HttpHeaders.CONTENT_RANGE, "bytes " + start + "-" + end + "/" + totalSize)
+        .contentLength(regionLength)
+        .body(region);
+  }
+}

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

@@ -0,0 +1,11 @@
+package com.kamco.cd.kamcoback.common.download.dto;
+
+import java.util.UUID;
+
+public record DownloadAuditEvent(
+    Long userId,
+    String requestUri,
+    String normalizedUri,
+    String ip,
+    int status,
+    UUID downloadUuid) {}

src/main/java/com/kamco/cd/kamcoback/common/exception/CustomApiException.java

@@ -27,4 +27,10 @@ public class CustomApiException extends RuntimeException {
     this.codeName = errorCode.getCode();
     this.status = errorCode.getStatus();
   }
+
+  public CustomApiException(String codeName, HttpStatus status, Throwable cause) {
+    super(codeName, cause);
+    this.codeName = codeName;
+    this.status = status;
+  }
 }

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

@@ -7,11 +7,14 @@ import java.util.ArrayList;
 import java.util.List;
 import java.util.concurrent.TimeUnit;
 import lombok.extern.log4j.Log4j2;
+import org.springframework.beans.factory.annotation.Value;
 import org.springframework.stereotype.Component;
 
 @Log4j2
 @Component
 public class ExternalJarRunner {
+  @Value("${spring.profiles.active}")
+  private String profile;
 
   private static final long TIMEOUT_MINUTES = TimeUnit.DAYS.toMinutes(3);
 
@@ -40,7 +43,7 @@ public class ExternalJarRunner {
     if (mode != null && !mode.isEmpty()) {
       addArg(args, "converter.mode", mode);
     }
-
+    addArg(args, "spring.profiles.active", profile);
     execJar(jarPath, args);
   }
 
@@ -57,6 +60,7 @@ public class ExternalJarRunner {
     addArg(args, "upload-shp", register);
     //    addArg(args, "layer", layer);
 
+    addArg(args, "spring.profiles.active", profile);
     execJar(jarPath, args);
   }
 

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

@@ -279,18 +279,28 @@ public class FIleChecker {
     return true;
   }
 
-  public static List<Folder> getFolderAll(String dirPath, String sortType, int maxDepth) {
+  // kamco-nfs를 확인하는곳이 있어서 파라미터 추가 사용용도확인후 처리
+  public static List<Folder> getFolderAll(
+      String dirPath, String sortType, int maxDepth, String nfsRootDir) {
 
     Path startPath = Paths.get(dirPath);
 
     List<Folder> folderList = List.of();
 
-    try (Stream<Path> stream = Files.walk(startPath, maxDepth)) {
+    log.info("[FIND_FOLDER] DIR : {} {} {} {}", dirPath, sortType, maxDepth, startPath);
 
+    int childDirCount = getChildFolderCount(startPath.toFile());
+    log.info("[FIND_FOLDER] START_PATH_CHILD_DIR_COUNT : {}", childDirCount);
+
+    try (Stream<Path> stream = Files.walk(startPath, maxDepth)) {
       folderList =
           stream
               .filter(Files::isDirectory)
-              .filter(p -> !p.toString().equals(dirPath))
+              .filter(
+                  p ->
+                      !p.toAbsolutePath()
+                          .normalize()
+                          .equals(startPath.toAbsolutePath().normalize()))
               .map(
                   path -> {
                     int depth = path.getNameCount();
@@ -300,11 +310,12 @@ public class FIleChecker {
                     String parentPath = path.getParent().toString();
                     String fullPath = path.toAbsolutePath().toString();
 
-                    boolean isValid =
-                        !NameValidator.containsKorean(folderNm)
-                            && !NameValidator.containsWhitespaceRegex(folderNm)
-                            && !parentFolderNm.equals("kamco-nfs");
-
+                    // 이것이 필요한건가?
+                    //                    boolean isShowHide =
+                    //                      !parentFolderNm.equals("kamco-nfs"); // 폴더 리스트에
+                    // kamco-nfs 하위만 나오도록 처리
+                    boolean isShowHide =
+                        !parentFolderNm.equals(nfsRootDir); // 폴더 리스트에 nfsRootDir 하위만 나오도록 처리
                     File file = new File(fullPath);
                     int childCnt = getChildFolderCount(file);
                     String lastModified = getLastModified(file);
@@ -317,7 +328,7 @@ public class FIleChecker {
                         depth,
                         childCnt,
                         lastModified,
-                        isValid);
+                        isShowHide);
                   })
               .collect(Collectors.toList());
 
@@ -352,24 +363,8 @@ public class FIleChecker {
     return folderList;
   }
 
-  public static List<Folder> getFolderAll(String dirPath) {
-    return getFolderAll(dirPath, "name", 1);
-  }
-
-  public static List<Folder> getFolderAll(String dirPath, String sortType) {
-    return getFolderAll(dirPath, sortType, 1);
-  }
-
-  public static int getChildFolderCount(String dirPath) {
-    File directory = new File(dirPath);
-    File[] childFolders = directory.listFiles(File::isDirectory);
-
-    int childCnt = 0;
-    if (childFolders != null) {
-      childCnt = childFolders.length;
-    }
-
-    return childCnt;
+  public static List<Folder> getFolderAll(String dirPath, String nfsRootDir) {
+    return getFolderAll(dirPath, "name", 1, nfsRootDir);
   }
 
   public static int getChildFolderCount(File directory) {
@@ -383,11 +378,6 @@ public class FIleChecker {
     return childCnt;
   }
 
-  public static String getLastModified(String dirPath) {
-    File file = new File(dirPath);
-    return dttmFormat.format(new Date(file.lastModified()));
-  }
-
   public static String getLastModified(File file) {
     return dttmFormat.format(new Date(file.lastModified()));
   }

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

@@ -1,92 +1,64 @@
 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.download.dto.DownloadAuditEvent;
+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;
-import com.kamco.cd.kamcoback.postgres.entity.AuditLogEntity;
-import com.kamco.cd.kamcoback.postgres.repository.log.AuditLogRepository;
+import jakarta.servlet.DispatcherType;
 import jakarta.servlet.http.HttpServletRequest;
 import jakarta.servlet.http.HttpServletResponse;
-import java.util.Comparator;
-import java.util.LinkedHashMap;
-import java.util.List;
-import java.util.Objects;
 import java.util.UUID;
+import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
-import org.springframework.beans.factory.annotation.Autowired;
-import org.springframework.security.authentication.UsernamePasswordAuthenticationToken;
+import org.springframework.context.ApplicationEventPublisher;
 import org.springframework.stereotype.Component;
 import org.springframework.web.servlet.HandlerInterceptor;
 
 @Slf4j
 @Component
+@RequiredArgsConstructor
 public class FileDownloadInteceptor implements HandlerInterceptor {
 
-  private final AuditLogRepository auditLogRepository;
-  private final MenuService menuService;
-
-  @Autowired private ObjectMapper objectMapper;
-
-  public FileDownloadInteceptor(AuditLogRepository auditLogRepository, MenuService menuService) {
-    this.auditLogRepository = auditLogRepository;
-    this.menuService = menuService;
-  }
+  private final ApplicationEventPublisher publisher;
+  private final UserUtil userUtil;
 
   @Override
   public void afterCompletion(
       HttpServletRequest request, HttpServletResponse response, Object handler, Exception ex) {
 
-    // 파일 다운로드 API만 필터링
-    if (!request.getRequestURI().contains("/download")) {
+    String uri = request.getRequestURI();
+    if (uri == null || !uri.contains("/download")) return;
+    if (request.getDispatcherType() != DispatcherType.REQUEST) return;
+
+    Long userId;
+    try {
+      userId = userUtil.getId();
+      if (userId == null) return; // userId null 불가면 스킵
+    } catch (Exception e) {
+      log.warn("Download audit userId resolve failed. uri={}, err={}", uri, e.toString());
       return;
     }
 
-    Long userId = extractUserId(request);
     String ip = ApiLogFunction.getClientIp(request);
+    int status = response.getStatus();
+    String normalizedUri = uri.replace("/api", "");
 
-    List<?> list = menuService.getFindAll();
-    List<MenuDto.Basic> result =
-        list.stream()
-            .map(
-                item -> {
-                  if (item instanceof LinkedHashMap<?, ?> map) {
-                    return objectMapper.convertValue(map, MenuDto.Basic.class);
-                  } else if (item instanceof MenuDto.Basic dto) {
-                    return dto;
-                  } else {
-                    throw new IllegalStateException("Unsupported cache type: " + item.getClass());
-                  }
-                })
-            .toList();
+    UUID downloadUuid = extractUuidFromUri(uri);
+    if (downloadUuid == null) {
+      log.warn("Download UUID parse failed. uri={}", uri);
+      return; // downloadUuid null 불가 -> 스킵
+    }
 
-    String normalizedUri = request.getRequestURI().replace("/api", "");
-    MenuDto.Basic basic =
-        result.stream()
-            .filter(
-                menu -> menu.getMenuUrl() != null && normalizedUri.startsWith(menu.getMenuUrl()))
-            .max(Comparator.comparingInt(m -> m.getMenuUrl().length()))
-            .orElse(null);
-
-    AuditLogEntity log =
-        AuditLogEntity.forFileDownload(
-            userId,
-            request.getRequestURI(),
-            Objects.requireNonNull(basic).getMenuUid(),
-            ip,
-            response.getStatus(),
-            UUID.fromString(HeaderUtil.get(request, "kamco-download-uuid")));
-
-    auditLogRepository.save(log);
+    publisher.publishEvent(
+        new DownloadAuditEvent(userId, uri, normalizedUri, ip, status, downloadUuid));
   }
 
-  private Long extractUserId(HttpServletRequest request) {
-    if (request.getUserPrincipal() instanceof UsernamePasswordAuthenticationToken auth
-        && auth.getPrincipal() instanceof CustomUserDetails userDetails) {
-      return userDetails.getMember().getId();
+  private UUID extractUuidFromUri(String uri) {
+    try {
+      String[] parts = uri.split("/");
+      String last = parts[parts.length - 1];
+      return UUID.fromString(last);
+    } catch (Exception e) {
+      return null;
     }
-    return null;
   }
 }

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

@@ -0,0 +1,33 @@
+package com.kamco.cd.kamcoback.config;
+
+import lombok.Getter;
+import lombok.Setter;
+import org.springframework.boot.context.properties.ConfigurationProperties;
+import org.springframework.stereotype.Component;
+
+@Getter
+@Setter
+@Component
+@ConfigurationProperties(prefix = "file")
+public class FileProperties {
+
+  private String root;
+  private String nfs;
+  private String syncRootDir;
+  private String syncTmpDir;
+  private String syncFileExtention;
+  private String datasetDir;
+  private String datasetTmpDir;
+  private String modelDir;
+  private String modelTmpDir;
+  private String modelFileExtention;
+  private String ptPath;
+  private String datasetResponse;
+  private TrainingData trainingData;
+
+  @Getter
+  @Setter
+  public static class TrainingData {
+    private String geojsonDir;
+  }
+}

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

@@ -0,0 +1,20 @@
+package com.kamco.cd.kamcoback.config;
+
+import lombok.Getter;
+import lombok.Setter;
+import org.springframework.boot.context.properties.ConfigurationProperties;
+import org.springframework.stereotype.Component;
+
+@Getter
+@Setter
+@Component
+@ConfigurationProperties(prefix = "inference")
+public class InferenceProperties {
+
+  private String nfs;
+  private String url;
+  private String batchUrl;
+  private String geojsonDir;
+  private String jarPath;
+  private String inferenceServerName;
+}

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

@@ -24,7 +24,7 @@ public class OpenApiConfig {
   @Value("${swagger.dev-url:https://kamco.dev-api.gs.dabeeo.com}")
   private String devUrl;
 
-  @Value("${swagger.prod-url:https://api.kamco.com}")
+  @Value("${swagger.prod-url:https://aicd-api.e-kamco.com:12013}")
   private String prodUrl;
 
   @Bean
@@ -51,9 +51,9 @@ public class OpenApiConfig {
       servers.add(new Server().url("http://localhost:" + serverPort).description("로컬 서버"));
       //      servers.add(new Server().url(prodUrl).description("운영 서버"));
     } else if ("prod".equals(profile)) {
-      //      servers.add(new Server().url(prodUrl).description("운영 서버"));
+      servers.add(new Server().url(prodUrl).description("운영 서버"));
       servers.add(new Server().url("http://localhost:" + serverPort).description("로컬 서버"));
-      servers.add(new Server().url(devUrl).description("개발 서버"));
+
     } else {
       servers.add(new Server().url("http://localhost:" + serverPort).description("로컬 서버"));
       servers.add(new Server().url(devUrl).description("개발 서버"));

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;
@@ -44,9 +46,11 @@ 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/**")
                     .permitAll()
@@ -67,47 +71,56 @@ 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",
                         "/api/auth/logout",
                         "/swagger-ui/**",
-                        "/api/members/*/password",
                         "/v3/api-docs/**",
                         "/chunk_upload_test.html",
+                        "/download_progress_test.html",
                         "/api/model/file-chunk-upload",
                         "/api/upload/file-chunk-upload",
                         "/api/upload/chunk-upload-complete",
                         "/api/change-detection/**",
                         "/api/layer/map/**",
                         "/api/layer/tile-url",
-                        "/api/layer/tile-url-year")
+                        "/api/layer/tile-url-year",
+                        "/api/common-code/clazz",
+                        "/api/inference/download/**")
                     .permitAll()
                     // 로그인한 사용자만 가능 IAM
                     .requestMatchers(
                         "/api/user/**",
                         "/api/my/menus",
-                        "/api/common-code/**",
+                        "/api/members/*/password",
                         "/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();
   }
@@ -118,23 +131,18 @@ 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/StartupLogger.java

@@ -16,6 +16,8 @@ public class StartupLogger {
 
   private final Environment environment;
   private final DataSource dataSource;
+  private final FileProperties fileProperties;
+  private final InferenceProperties inferenceProperties;
 
   @EventListener(ApplicationReadyEvent.class)
   public void logStartupInfo() {
@@ -79,6 +81,25 @@ public class StartupLogger {
           │  DDL Auto         : %s
           │  JDBC Batch Size  : %s
           │  Fetch Batch Size : %s
+          ╠════════════════════════════════════════════════════════════════════════════════╣
+          ║  FILE CONFIGURATION                                                            ║
+          ╠────────────────────────────────────────────────────────────────────────────────╣
+          │  Root Directory   : %s
+          │  NFS Mount Path   : %s
+          │  Sync Root Dir    : %s
+          │  Sync Tmp Dir     : %s
+          │  Dataset Dir      : %s
+          │  Model Dir        : %s
+          │  PT Path          : %s
+          ╠════════════════════════════════════════════════════════════════════════════════╣
+          ║  INFERENCE CONFIGURATION                                                       ║
+          ╠────────────────────────────────────────────────────────────────────────────────╣
+          │  NFS Mount Path   : %s
+          │  Inference URL    : %s
+          │  Batch URL        : %s
+          │  GeoJSON Dir      : %s
+          │  JAR Path         : %s
+          │  Server Names     : %s
           ╚════════════════════════════════════════════════════════════════════════════════╝
           """,
             profileInfo,
@@ -89,7 +110,24 @@ public class StartupLogger {
             showSql,
             ddlAuto,
             batchSize,
-            batchFetchSize);
+            batchFetchSize,
+            fileProperties.getRoot() != null ? fileProperties.getRoot() : "N/A",
+            fileProperties.getNfs() != null ? fileProperties.getNfs() : "N/A",
+            fileProperties.getSyncRootDir() != null ? fileProperties.getSyncRootDir() : "N/A",
+            fileProperties.getSyncTmpDir() != null ? fileProperties.getSyncTmpDir() : "N/A",
+            fileProperties.getDatasetDir() != null ? fileProperties.getDatasetDir() : "N/A",
+            fileProperties.getModelDir() != null ? fileProperties.getModelDir() : "N/A",
+            fileProperties.getPtPath() != null ? fileProperties.getPtPath() : "N/A",
+            inferenceProperties.getNfs() != null ? inferenceProperties.getNfs() : "N/A",
+            inferenceProperties.getUrl() != null ? inferenceProperties.getUrl() : "N/A",
+            inferenceProperties.getBatchUrl() != null ? inferenceProperties.getBatchUrl() : "N/A",
+            inferenceProperties.getGeojsonDir() != null
+                ? inferenceProperties.getGeojsonDir()
+                : "N/A",
+            inferenceProperties.getJarPath() != null ? inferenceProperties.getJarPath() : "N/A",
+            inferenceProperties.getInferenceServerName() != null
+                ? inferenceProperties.getInferenceServerName()
+                : "N/A");
 
     log.info(startupMessage);
   }

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/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

@@ -119,7 +119,7 @@ public class GukYuinApiController {
       })
   public ApiResponseDto<ChngDetectMastDto.ResultDto> selectChangeDetectionDtctIdList(
       @RequestParam(required = false) String chnDtctId) {
-    return ApiResponseDto.ok(gukYuinApiService.listChnDtctId(chnDtctId));
+    return ApiResponseDto.ok(gukYuinApiService.listChnDtctId(chnDtctId, ""));
   }
 
   @Operation(summary = "탐지결과 등록목록 조회(1건 조회)", description = "탐지결과 등록목록 조회")
@@ -183,7 +183,7 @@ public class GukYuinApiController {
       @PathVariable String chnDtctId,
       @RequestParam(defaultValue = "0") Integer pageIndex,
       @RequestParam(defaultValue = "10") Integer pageSize) {
-    return ApiResponseDto.ok(gukYuinApiService.findChnContList(chnDtctId, pageIndex, pageSize));
+    return ApiResponseDto.ok(gukYuinApiService.findChnContList(chnDtctId, pageIndex, pageSize, ""));
   }
 
   @Operation(summary = "탐지객체 조회 (탐지객체 1건 조회)", description = "탐지객체 조회 (탐지객체 1건 조회)")
@@ -261,9 +261,10 @@ public class GukYuinApiController {
         @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
       })
   @PostMapping("/rlb/objt/{chnDtctObjtId}/lbl/{lblYn}")
-  public ApiResponseDto<ChngDetectContDto.ResultPnuDto> updateChnDtctObjtLabelingYn(
+  public ApiResponseDto<ChngDetectContDto.ResultLabelDto> updateChnDtctObjtLabelingYn(
       @PathVariable String chnDtctObjtId, @PathVariable String lblYn) {
-    return ApiResponseDto.ok(gukYuinApiService.updateChnDtctObjtLabelingYn(chnDtctObjtId, lblYn));
+    return ApiResponseDto.ok(
+        gukYuinApiService.updateChnDtctObjtLabelingYn(chnDtctObjtId, lblYn, ""));
   }
 
   @Operation(summary = "국유in연동 등록", description = "국유in연동 등록")
@@ -297,8 +298,10 @@ public class GukYuinApiController {
         @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
       })
   public ApiResponseDto<ChngDetectMastDto.RlbDtctDto> findRlbDtctList(
-      @PathVariable String chnDtctId) {
-    return ApiResponseDto.ok(gukYuinApiService.findRlbDtctList(chnDtctId));
+      @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)")

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

@@ -83,7 +83,7 @@ public class ChngDetectMastDto {
 
     @Schema(
         description = "탐지결과 절대경로명 /kamco_nas/export/{chnDtctId}",
-        example = "/kamco-nfs/dataset/export/D5F192EC76D34F6592035BE63A84F591")
+        example = "{file.nfs}/dataset/export/D5F192EC76D34F6592035BE63A84F591")
     private String pathNm;
 
     @Schema(description = "사원번호", example = "123456")
@@ -247,45 +247,45 @@ public class ChngDetectMastDto {
   @AllArgsConstructor
   public static class RlbDtctMastDto {
 
-    private String pnuDtctId;
-    private String pnu;
-    private String lrmSyncYmd;
-    private String pnuSyncYmd;
-    private String mpqdNo; // 도엽번호
+    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
-    private String chnDtctId;
+    private String chnDtctSno; // 회차, 변화탐지순번
+    private String chnDtctId; // 변화탐지ID(UUID)
 
-    private String chnDtctMstId;
-    private String chnDtctObjtId;
-    private String chnDtctContId;
-    private String chnCd;
-    private String chnDtctProb;
+    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
+    private String bfClsProb; // 이전분류정확도(0~1)
     private String afClsCd; // 이후분류코드
-    private String afClsProb; // 이후분류정확도
+    private String afClsProb; // 이후분류정확도(0~1)
 
-    private String pnuSqms;
-    private String pnuDtctSqms;
-    private String chnDtctSqms;
-    private String stbltYn;
-    private String incyCd;
-    private String incyRsnCont;
-    private String lockYn;
-    private String lblYn;
-    private String chgYn;
-    private String rsatctNo;
-    private String rmk;
+    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;
-    private String chgEpno;
-    private String chgIp;
+    private String chgDt; // 변경일시
+    private String chgEpno; // 변경자사번
+    private String chgIp; // 변경자IP
     private String delYn; // 삭제여부
   }
 

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

@@ -11,6 +11,7 @@ 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;
@@ -65,8 +66,11 @@ public class GukYuinApiService {
   @Value("${gukyuin.cdi}")
   private String gukyuinCdiUrl;
 
-  @Value("${file.dataset-dir}")
-  private String datasetDir;
+  @Value("${file.nfs}")
+  private String nfs;
+
+  //  @Value("${file.dataset-dir}")
+  //  private String datasetDir;
 
   @Transactional
   public ChngDetectMastDto.RegistResDto regist(
@@ -258,7 +262,8 @@ public class GukYuinApiService {
   }
 
   // 탐지객체 리스트 조회
-  public ResultContDto findChnContList(String chnDtctId, Integer pageIndex, Integer pageSize) {
+  public ResultContDto findChnContList(
+      String chnDtctId, Integer pageIndex, Integer pageSize, String batchYn) {
 
     String url =
         gukyuinCdiUrl
@@ -271,7 +276,7 @@ public class GukYuinApiService {
             + "&reqIp="
             + myip
             + "&reqEpno="
-            + userUtil.getEmployeeNo();
+            + ("Y".equals(batchYn) ? "BATCH" : userUtil.getEmployeeNo());
 
     ExternalCallResult<ChngDetectContDto.ResultContDto> result =
         externalHttpClient.call(
@@ -332,17 +337,21 @@ public class GukYuinApiService {
     return result.body();
   }
 
-  public ChngDetectContDto.ResultPnuDto updateChnDtctObjtLabelingYn(
-      String chnDtctObjtId, String lblYn) {
+  public ChngDetectContDto.ResultLabelDto updateChnDtctObjtLabelingYn(
+      String chnDtctObjtId, String lblYn, String batchYn) {
     String url = gukyuinCdiUrl + "/rlb/objt/" + chnDtctObjtId + "/lbl/" + lblYn;
 
-    ExternalCallResult<ChngDetectContDto.ResultPnuDto> result =
+    ReqInfo info = new ReqInfo();
+    info.setReqIp(myip);
+    info.setReqEpno("Y".equals(batchYn) ? "BATCH" : userUtil.getEmployeeNo());
+
+    ExternalCallResult<ChngDetectContDto.ResultLabelDto> result =
         externalHttpClient.call(
             url,
             HttpMethod.POST,
-            null,
+            info,
             netUtils.jsonHeaders(),
-            ChngDetectContDto.ResultPnuDto.class);
+            ChngDetectContDto.ResultLabelDto.class);
 
     this.insertGukyuinAuditLog(
         EventType.MODIFIED.getId(),
@@ -386,7 +395,7 @@ public class GukYuinApiService {
     return result.body();
   }
 
-  public ResultDto listChnDtctId(String chnDtctId) {
+  public ResultDto listChnDtctId(String chnDtctId, String batchYn) {
     String url =
         gukyuinCdiUrl
             + "/chn/mast/"
@@ -394,7 +403,7 @@ public class GukYuinApiService {
             + "?reqIp="
             + myip
             + "&reqEpno="
-            + userUtil.getEmployeeNo();
+            + ("Y".equals(batchYn) ? "BATCH" : userUtil.getEmployeeNo());
 
     ExternalCallResult<ChngDetectMastDto.ResultDto> result =
         externalHttpClient.call(
@@ -447,6 +456,14 @@ public class GukYuinApiService {
       return new ResponseObj(ApiResponseCode.DUPLICATE_DATA, "이미 국유인 연동을 한 회차입니다.");
     }
 
+    //    String kamconfsDatasetExportPathfsDatasetExportPath = "/kamco-nfs/dataset/export/";
+    String kamconfsDatasetExportPathfsDatasetExportPath =
+        String.format("%s%s", nfs, "/dataset/export/");
+    if (!Files.isDirectory(Path.of(kamconfsDatasetExportPathfsDatasetExportPath + 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());
@@ -457,11 +474,16 @@ public class GukYuinApiService {
     reqDto.setCrtrYr(String.valueOf(info.getTargetYyyy()));
     reqDto.setChnDtctSno(String.valueOf(maxStage + 1));
     reqDto.setChnDtctId(info.getUid());
-    reqDto.setPathNm(datasetDir + info.getUid());
+    reqDto.setPathNm(kamconfsDatasetExportPathfsDatasetExportPath + info.getUid());
 
-    if (Files.isDirectory(Path.of(datasetDir + info.getUid()))) {
-      return new ResponseObj(
-          ApiResponseCode.NOT_FOUND_DATA, "파일 경로에 회차 실행 파일이 생성되지 않았습니다. 확인 부탁드립니다.");
+    // 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
@@ -513,7 +535,8 @@ public class GukYuinApiService {
     return result.body();
   }
 
-  public ChngDetectMastDto.RlbDtctDto findRlbDtctList(String chnDtctId) {
+  public ChngDetectMastDto.RlbDtctDto findRlbDtctList(
+      String chnDtctId, String yyyymmdd, String batchYn) {
 
     String url =
         gukyuinCdiUrl
@@ -522,7 +545,9 @@ public class GukYuinApiService {
             + "?reqIp="
             + myip
             + "&reqEpno="
-            + userUtil.getEmployeeNo();
+            + ("Y".equals(batchYn) ? "BATCH" : userUtil.getEmployeeNo())
+            + "&yyyymmdd="
+            + yyyymmdd;
 
     ExternalCallResult<ChngDetectMastDto.RlbDtctDto> result =
         externalHttpClient.call(

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

@@ -1,5 +1,6 @@
 package com.kamco.cd.kamcoback.inference;
 
+import com.kamco.cd.kamcoback.common.download.RangeDownloadResponder;
 import com.kamco.cd.kamcoback.common.exception.CustomApiException;
 import com.kamco.cd.kamcoback.config.api.ApiResponseDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceDetailDto;
@@ -17,26 +18,24 @@ 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;
 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.servlet.http.HttpServletRequest;
 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 lombok.extern.log4j.Log4j2;
 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;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -48,6 +47,7 @@ import org.springframework.web.bind.annotation.RequestParam;
 import org.springframework.web.bind.annotation.RestController;
 
 @Tag(name = "추론관리", description = "추론관리 API")
+@Log4j2
 @RequestMapping("/api/inference")
 @RequiredArgsConstructor
 @RestController
@@ -56,6 +56,7 @@ public class InferenceResultApiController {
   private final InferenceResultService inferenceResultService;
   private final MapSheetMngService mapSheetMngService;
   private final ModelMngService modelMngService;
+  private final RangeDownloadResponder rangeDownloadResponder;
 
   @Operation(summary = "추론관리 목록", description = "어드민 홈 > 추론관리 > 추론관리 > 추론관리 목록")
   @ApiResponses(
@@ -150,7 +151,7 @@ public class InferenceResultApiController {
           @RequestBody
           @Valid
           InferenceResultDto.RegReq req) {
-    UUID uuid = inferenceResultService.saveInferenceInfo(req);
+    UUID uuid = inferenceResultService.run(req);
     return ApiResponseDto.ok(uuid);
   }
 
@@ -194,7 +195,7 @@ public class InferenceResultApiController {
           LocalDate endDttm,
       @Parameter(description = "키워드 (모델버전)", example = "M1.H1.E28") @RequestParam(required = false)
           String searchVal,
-      @Parameter(description = "타입", example = "M1") @RequestParam(required = false)
+      @Parameter(description = "타입", example = "G1") @RequestParam(required = false)
           String modelType,
       @RequestParam(defaultValue = "0") int page,
       @RequestParam(defaultValue = "20") int size) {
@@ -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 +356,13 @@ 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("/download/{uuid}")
+  public ResponseEntity<?> download(@PathVariable UUID uuid, HttpServletRequest request)
       throws IOException {
 
     String path;
     String uid;
+
     try {
       Map<String, Object> map = inferenceResultService.shpDownloadPath(uuid);
       path = String.valueOf(map.get("path"));
@@ -360,24 +373,11 @@ 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);
+    // Range + 200/206/416 공통 처리 (추가 헤더 포함)
+    return rangeDownloadResponder.buildZipResponse(zipPath, uid + ".zip", request);
   }
 
-  @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 +392,20 @@ 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 +414,7 @@ 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/" + uuid);
 
     return ApiResponseDto.ok(inferenceResultService.getDownloadAudit(searchReq, downloadReq));
   }

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

@@ -246,15 +246,15 @@ public class InferenceResultDto {
     @NotBlank
     private String title;
 
-    @Schema(description = "M1", example = "b40e0f68-c1d8-49fc-93f9-a36270093861")
+    @Schema(description = "G1", example = "643adead-f3d2-4f10-9037-862bee919399")
     @NotNull
     private UUID model1Uuid;
 
-    @Schema(description = "M2", example = "ec92b7d2-b5a3-4915-9bdf-35fb3ca8ad27")
+    @Schema(description = "G2", example = "dd86b4ef-28e3-4e3d-9ee4-f60d9cb54e13")
     @NotNull
     private UUID model2Uuid;
 
-    @Schema(description = "M3", example = "37f45782-8ccf-4cf6-911c-a055a1510d39")
+    @Schema(description = "G3", example = "58c1153e-dec6-4424-82a1-189083a9d9dc")
     @NotNull
     private UUID model3Uuid;
 
@@ -297,6 +297,30 @@ public class InferenceResultDto {
   @Schema(name = "InferenceStatusDetailDto", description = "추론(변화탐지) 진행상태")
   public static class InferenceStatusDetailDto {
 
+    @Schema(description = "모델1 사용시간 시작일시")
+    @JsonFormatDttm
+    ZonedDateTime m1ModelStartDttm;
+
+    @Schema(description = "모델2 사용시간 시작일시")
+    @JsonFormatDttm
+    ZonedDateTime m2ModelStartDttm;
+
+    @Schema(description = "모델3 사용시간 시작일시")
+    @JsonFormatDttm
+    ZonedDateTime m3ModelStartDttm;
+
+    @Schema(description = "모델1 사용시간 종료일시")
+    @JsonFormatDttm
+    ZonedDateTime m1ModelEndDttm;
+
+    @Schema(description = "모델2 사용시간 종료일시")
+    @JsonFormatDttm
+    ZonedDateTime m2ModelEndDttm;
+
+    @Schema(description = "모델3 사용시간 종료일시")
+    @JsonFormatDttm
+    ZonedDateTime m3ModelEndDttm;
+
     @Schema(description = "탐지대상 도엽수")
     private Long detectingCnt;
 
@@ -336,30 +360,6 @@ public class InferenceResultDto {
     @Schema(description = "모델3 분석 실패")
     private Integer m3FailedJobs;
 
-    @Schema(description = "모델1 사용시간 시작일시")
-    @JsonFormatDttm
-    ZonedDateTime m1ModelStartDttm;
-
-    @Schema(description = "모델2 사용시간 시작일시")
-    @JsonFormatDttm
-    ZonedDateTime m2ModelStartDttm;
-
-    @Schema(description = "모델3 사용시간 시작일시")
-    @JsonFormatDttm
-    ZonedDateTime m3ModelStartDttm;
-
-    @Schema(description = "모델1 사용시간 종료일시")
-    @JsonFormatDttm
-    ZonedDateTime m1ModelEndDttm;
-
-    @Schema(description = "모델2 사용시간 종료일시")
-    @JsonFormatDttm
-    ZonedDateTime m2ModelEndDttm;
-
-    @Schema(description = "모델3 사용시간 종료일시")
-    @JsonFormatDttm
-    ZonedDateTime m3ModelEndDttm;
-
     @Schema(description = "변화탐지 제목")
     private String title;
 
@@ -496,19 +496,19 @@ public class InferenceResultDto {
       return MapSheetScope.getDescByCode(this.mapSheetScope);
     }
 
-    @Schema(description = "M1 사용시간")
+    @Schema(description = "G1 사용시간")
     @JsonProperty("m1ElapsedTim")
     public String getM1ElapsedTime() {
       return formatElapsedTime(this.m1ModelStartDttm, this.m1ModelEndDttm);
     }
 
-    @Schema(description = "M2 사용시간")
+    @Schema(description = "G2 사용시간")
     @JsonProperty("m2ElapsedTim")
     public String getM2ElapsedTime() {
       return formatElapsedTime(this.m2ModelStartDttm, this.m2ModelEndDttm);
     }
 
-    @Schema(description = "M3 사용시간")
+    @Schema(description = "G3 사용시간")
     @JsonProperty("m3ElapsedTim")
     public String getM3ElapsedTime() {
       return formatElapsedTime(this.m3ModelStartDttm, this.m3ModelEndDttm);
@@ -676,4 +676,13 @@ public class InferenceResultDto {
     private Long m2ModelBatchId;
     private Long m3ModelBatchId;
   }
+
+  @Getter
+  @Setter
+  @NoArgsConstructor
+  @AllArgsConstructor
+  public static class MapSheetFallbackYearDto {
+    private String mapSheetNum;
+    private Integer mngYyyy;
+  }
 }

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

@@ -1,10 +1,12 @@
 package com.kamco.cd.kamcoback.inference.dto;
 
 import com.kamco.cd.kamcoback.postgres.entity.InferenceResultsTestingEntity;
+import java.time.ZonedDateTime;
 import lombok.AllArgsConstructor;
 import lombok.Getter;
 import lombok.NoArgsConstructor;
 import lombok.Setter;
+import org.locationtech.jts.geom.Geometry;
 
 public class InferenceResultsTestingDto {
 
@@ -22,4 +24,31 @@ public class InferenceResultsTestingDto {
       return new ShpDto(e.getBatchId(), e.getUid(), e.getMapId());
     }
   }
+
+  @Getter
+  @Setter
+  @AllArgsConstructor
+  @NoArgsConstructor
+  public static class Basic {
+    private Double probability;
+    private Long beforeYear;
+    private Long afterYear;
+    private String mapId;
+    private String modelVersion;
+    private String clsModelPath;
+    private String clsModelVersion;
+    private String cdModelType;
+    private Long id;
+    private String modelName;
+    private Long batchId;
+    private Double area;
+    private String beforeC;
+    private Double beforeP;
+    private String afterC;
+    private Double afterP;
+    private Long seq;
+    private ZonedDateTime createdDate;
+    private String uid;
+    private Geometry geometry;
+  }
 }

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

@@ -5,8 +5,10 @@ import lombok.Getter;
 import lombok.NoArgsConstructor;
 import lombok.Setter;
 import lombok.ToString;
+import lombok.extern.slf4j.Slf4j;
 
 /** AI API 추론 실행 DTO */
+@Slf4j
 @Getter
 @Setter
 @NoArgsConstructor

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

@@ -0,0 +1,10 @@
+package com.kamco.cd.kamcoback.inference.service;
+
+import lombok.RequiredArgsConstructor;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+@RestController
+@RequiredArgsConstructor
+@RequestMapping("/api/inference/manual")
+public class InferenceManualApiController {}

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

@@ -0,0 +1,24 @@
+package com.kamco.cd.kamcoback.inference.service;
+
+import com.kamco.cd.kamcoback.inference.dto.InferenceResultsTestingDto;
+import com.kamco.cd.kamcoback.postgres.core.InferenceResultCoreService;
+import java.util.List;
+import lombok.RequiredArgsConstructor;
+import org.springframework.stereotype.Service;
+
+@Service
+@RequiredArgsConstructor
+public class InferenceManualService {
+  private final InferenceResultCoreService inferenceResultCoreService;
+
+  public void getResultsTesting(List<Long> batchIds) {
+    List<InferenceResultsTestingDto.Basic> resultList =
+        inferenceResultCoreService.getInferenceResults(batchIds);
+
+    if (resultList.isEmpty()) {}
+
+    for (InferenceResultsTestingDto.Basic result : resultList) {
+      System.out.println(result);
+    }
+  }
+}

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

@@ -21,6 +21,7 @@ import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.DetectOption;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.InferenceLearnDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.InferenceServerStatusDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.InferenceStatusDetailDto;
+import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.MapSheetFallbackYearDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.MapSheetNumDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.ResultList;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.SaveInferenceAiDto;
@@ -45,6 +46,7 @@ import java.time.ZonedDateTime;
 import java.util.ArrayList;
 import java.util.Comparator;
 import java.util.HashMap;
+import java.util.HashSet;
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
@@ -63,6 +65,7 @@ import org.springframework.http.MediaType;
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
 
+/** 추론 관리 */
 @Service
 @Log4j2
 @RequiredArgsConstructor
@@ -116,6 +119,273 @@ public class InferenceResultService {
     return dto.getUuid();
   }
 
+  /**
+   * 추론 실행 - 추론제외, 이전년도 도엽 사용 분기
+   *
+   * @param req
+   * @return
+   */
+  @Transactional
+  public UUID run(InferenceResultDto.RegReq req) {
+    if (req.getDetectOption().equals(DetectOption.EXCL.getId())) {
+      return runExcl(req);
+    }
+    return runPrev(req);
+  }
+
+  /**
+   * 변화탐지 옵션 추론제외 실행
+   *
+   * @param req
+   * @return
+   */
+  public UUID runExcl(InferenceResultDto.RegReq req) {
+    // target 도엽  조회
+    List<MngListDto> targetDtoList = mapSheetMngCoreService.getHstMapSheetList(req);
+
+    // target  리스트 추출 (null 제거 + 중복 제거)
+    List<String> targetList =
+        targetDtoList.stream()
+            .map(MngListDto::getMapSheetNum)
+            .filter(Objects::nonNull)
+            .distinct()
+            .toList();
+
+    // compare 도엽번호 리스트 조회 (null 제거 + 중복 제거)
+    List<String> compareList =
+        mapSheetMngCoreService.getMapSheetNumByHst(req.getCompareYyyy()).stream()
+            .filter(Objects::nonNull)
+            .distinct()
+            .toList();
+
+    // compare 기준
+    Set<String> compareSet = new HashSet<>(compareList);
+
+    // target 기준으로 compare에 존재하는 도엽만 필터링
+    List<String> filteredTargetList = targetList.stream().filter(compareSet::contains).toList();
+
+    // 도엽 비교 로그 출력
+    logYearComparison(targetList, compareList, filteredTargetList);
+
+    // compare geojson 파일 생성
+    Scene compareScene =
+        getSceneInference(
+            req.getCompareYyyy().toString(), // 기준년도
+            filteredTargetList, // 교집합 도엽
+            req.getMapSheetScope(), // ALL / 부분
+            req.getDetectOption()); // EXCL / PREV
+
+    // target geojson 파일 생성
+    Scene targetScene =
+        getSceneInference(
+            req.getTargetYyyy().toString(), // 대상년도
+            filteredTargetList, // 교집합 도엽
+            req.getMapSheetScope(),
+            req.getDetectOption());
+
+    // 추론 실행
+    return executeInference(
+        req,
+        targetDtoList, // 전체 target 목록
+        filteredTargetList, // 최종 추론 대상
+        compareScene, // compare geojson
+        targetScene // target geojson
+        );
+  }
+
+  /**
+   * 변화탐지 옵션 이전 년도 도엽 사용 실행
+   *
+   * @param req
+   * @return
+   */
+  @Transactional
+  public UUID runPrev(InferenceResultDto.RegReq req) {
+    // target 목록 조회
+    List<MngListDto> targetDtoList = mapSheetMngCoreService.getHstMapSheetList(req);
+
+    // target 도엽번호 리스트 추출 중복 제거
+    List<String> targetList =
+        targetDtoList.stream()
+            .map(MngListDto::getMapSheetNum)
+            .filter(Objects::nonNull)
+            .distinct()
+            .toList();
+
+    // compare 목록 조회
+    List<MapSheetFallbackYearDto> compareDtoList =
+        new ArrayList<>(mapSheetMngCoreService.getMapSheetNumDtoByHst(req.getCompareYyyy()));
+
+    // compare 도엽번호 Set 구성
+    Set<String> compareSet =
+        compareDtoList.stream()
+            .map(MapSheetFallbackYearDto::getMapSheetNum)
+            .filter(Objects::nonNull)
+            .collect(Collectors.toSet());
+
+    // target에는 있으나 compare에는 없는 도엽 추출
+    List<String> remainingTargetList =
+        targetList.stream().filter(s -> !compareSet.contains(s)).toList();
+
+    // compare에 없을때 이전 년도 사용 가능여부 조회
+    List<MapSheetFallbackYearDto> fallbackYearDtoList =
+        mapSheetMngCoreService.findFallbackCompareYearByMapSheets(
+            req.getTargetYyyy(), // 대상년도 기준
+            remainingTargetList // compare에 없는 도엽들
+            );
+
+    // 기존 compare , 사용가능 이전년도 정보 합치기
+    compareDtoList.addAll(fallbackYearDtoList);
+
+    // 중복제거하여 사용할 compare 도엽 목록
+    Set<String> availableCompareSheets =
+        compareDtoList.stream()
+            .map(MapSheetFallbackYearDto::getMapSheetNum)
+            .filter(Objects::nonNull)
+            .collect(Collectors.toSet());
+
+    // 최종 추론 대상 도엽
+    // target 기준으로 compare 에 존재하는 도엽만 추출
+    List<String> filteredTargetList =
+        targetList.stream().filter(availableCompareSheets::contains).toList();
+
+    // compareDtoList도 최종 기준으로 필터
+    Set<String> filteredTargetSet = new HashSet<>(filteredTargetList);
+
+    List<MapSheetFallbackYearDto> filteredCompareDtoList =
+        compareDtoList.stream()
+            .filter(d -> d.getMapSheetNum() != null)
+            .filter(d -> filteredTargetSet.contains(d.getMapSheetNum()))
+            .toList();
+
+    // compare only 계산 (target에는 없는 compare 도엽 수) log 용
+    long compareOnlyCount =
+        compareDtoList.stream()
+            .map(MapSheetFallbackYearDto::getMapSheetNum)
+            .filter(s -> s != null && !targetList.contains(s))
+            .count();
+
+    // 연도별 도엽 비교 로그 출력
+    log.info(
+        """
+    ===== MapSheet Year Comparison =====
+    target Total: {}
+    compare Total: {}
+    Intersection: {}
+    target Only (Excluded): {}
+    compare Only: {}
+    ====================================
+    """,
+        targetList.size(), // target count
+        compareDtoList.size(), // compare count
+        filteredTargetList.size(), // target 기준으로 compare 비교하여 최종 추론할 도엽 count
+        targetList.size() - filteredTargetList.size(), // compare에 존재하지 않는 target 도엽 수
+        compareOnlyCount); // target 에 존재하지 않는 compare 도엽수
+
+    // compare 기준 geojson 생성 (년도 fallback 반영)
+    Scene compareScene =
+        getSceneInference(
+            filteredCompareDtoList,
+            req.getCompareYyyy().toString(),
+            req.getMapSheetScope(),
+            req.getDetectOption());
+
+    // target 기준 geojson 생성
+    Scene targetScene =
+        getSceneInference(
+            req.getTargetYyyy().toString(),
+            filteredTargetList,
+            req.getMapSheetScope(),
+            req.getDetectOption());
+
+    // AI 추론 실행
+    return executeInference(req, targetDtoList, filteredTargetList, compareScene, targetScene);
+  }
+
+  /**
+   * learn 테이블 저장 및 AI 추론 API 호출
+   *
+   * @param req
+   * @param targetDtoList
+   * @param filteredTargetList
+   * @param modelComparePath
+   * @param modelTargetPath
+   * @return
+   */
+  private UUID executeInference(
+      InferenceResultDto.RegReq req,
+      List<MngListDto> targetDtoList,
+      List<String> filteredTargetList,
+      Scene modelComparePath,
+      Scene modelTargetPath) {
+    Set<String> filteredSet = new HashSet<>(filteredTargetList);
+
+    List<MngListDto> newTargetList =
+        targetDtoList.stream()
+            .filter(m -> m.getMapSheetNum() != null)
+            .filter(m -> filteredSet.contains(m.getMapSheetNum()))
+            .toList();
+
+    UUID uuid = inferenceResultCoreService.saveInferenceInfo(req, newTargetList);
+
+    pred_requests_areas predRequestsAreas = new pred_requests_areas();
+    predRequestsAreas.setInput1_year(req.getCompareYyyy());
+    predRequestsAreas.setInput2_year(req.getTargetYyyy());
+    predRequestsAreas.setInput1_scene_path(modelComparePath.getFilePath());
+    predRequestsAreas.setInput2_scene_path(modelTargetPath.getFilePath());
+
+    InferenceSendDto m1 = this.getModelInfo(req.getModel1Uuid());
+    m1.setPred_requests_areas(predRequestsAreas);
+
+    log.info("[INFERENCE] Start m1 = {}", m1);
+
+    Long batchId = ensureAccepted(m1);
+
+    SaveInferenceAiDto saveInferenceAiDto = new SaveInferenceAiDto();
+    saveInferenceAiDto.setUuid(uuid);
+    saveInferenceAiDto.setBatchId(batchId);
+    saveInferenceAiDto.setStatus(Status.IN_PROGRESS.getId());
+    saveInferenceAiDto.setType(ModelType.G1.getId());
+    saveInferenceAiDto.setInferStartDttm(ZonedDateTime.now());
+    saveInferenceAiDto.setModelComparePath(modelComparePath.getFilePath());
+    saveInferenceAiDto.setModelTargetPath(modelTargetPath.getFilePath());
+    saveInferenceAiDto.setModelStartDttm(ZonedDateTime.now());
+
+    inferenceResultCoreService.update(saveInferenceAiDto);
+
+    return uuid;
+  }
+
+  /**
+   * EXCL 로그
+   *
+   * @param targetList
+   * @param compareList
+   * @param filteredTargetList
+   */
+  private void logYearComparison(
+      List<String> targetList, List<String> compareList, List<String> filteredTargetList) {
+    Set<String> targetSet = new HashSet<>(targetList);
+
+    long compareOnlyCount = compareList.stream().filter(s -> !targetSet.contains(s)).count();
+
+    log.info(
+        """
+    ===== MapSheet Year Comparison =====
+    target Total: {}
+    compare Total: {}
+    Intersection: {}
+    target Only (Excluded): {}
+    compare Only: {}
+    ====================================
+    """,
+        targetList.size(), // target count
+        compareList.size(), // compare count
+        filteredTargetList.size(), // target 기준으로 compare 비교하여 최종 추론할 도엽 count
+        targetList.size() - filteredTargetList.size(), // compare에 존재하지 않는 target 도엽 수
+        compareOnlyCount); // target 에 존재하지 않는 compare 도엽수
+  }
+
   /**
    * 변화탐지 실행 정보 생성
    *
@@ -238,6 +508,8 @@ public class InferenceResultService {
     predRequestsAreas.setInput2_scene_path(modelTargetPath.getFilePath());
 
     InferenceSendDto m1 = this.getModelInfo(req.getModel1Uuid());
+
+    log.info("[INFERENCE] Start m1 = {}", m1);
     m1.setPred_requests_areas(predRequestsAreas);
 
     // ai 추론 실행 api 호출
@@ -248,7 +520,7 @@ public class InferenceResultService {
     saveInferenceAiDto.setUuid(uuid);
     saveInferenceAiDto.setBatchId(batchId);
     saveInferenceAiDto.setStatus(Status.IN_PROGRESS.getId());
-    saveInferenceAiDto.setType("M1");
+    saveInferenceAiDto.setType(ModelType.G1.getId());
     saveInferenceAiDto.setInferStartDttm(ZonedDateTime.now());
     saveInferenceAiDto.setModelComparePath(modelComparePath.getFilePath());
     saveInferenceAiDto.setModelTargetPath(modelTargetPath.getFilePath());
@@ -321,10 +593,11 @@ public class InferenceResultService {
   }
 
   /**
-   * 추론 AI API 호출
+   * 추론 AI API 호출 batch id를 리턴
    *
    * @param dto
    */
+  // 같은함수가 왜 두개지
   private Long ensureAccepted(InferenceSendDto dto) {
 
     if (dto == null) {
@@ -332,6 +605,14 @@ public class InferenceResultService {
       throw new CustomApiException("BAD_REQUEST", HttpStatus.BAD_REQUEST);
     }
 
+    // [중복]운영환경일때 경로수정 dean 260226
+    if (profile != null && profile.equals("prod")) {
+      log.info("========================================================");
+      log.info("[CHANGE INFERENCE] profile = {}  Inforence req", profile);
+      log.info("========================================================");
+      log.info("");
+    }
+
     // 1) 요청 로그
     try {
       log.debug("Inference request dto={}", objectMapper.writeValueAsString(dto));
@@ -340,19 +621,22 @@ public class InferenceResultService {
     }
 
     // 2) local 환경 임시 처리
-    if ("local".equals(profile)) {
-      if (dto.getPred_requests_areas() == null) {
-        throw new IllegalStateException("pred_requests_areas is null");
-      }
-      dto.getPred_requests_areas().setInput1_scene_path("/kamco-nfs/requests/2023_local.geojson");
-      dto.getPred_requests_areas().setInput2_scene_path("/kamco-nfs/requests/2024_local.geojson");
-    }
+    //    if ("local".equals(profile)) {
+    //      if (dto.getPred_requests_areas() == null) {
+    //        throw new IllegalStateException("pred_requests_areas is null");
+    //      }
+    //
+    // dto.getPred_requests_areas().setInput1_scene_path("/kamco-nfs/requests/2023_local.geojson");
+    //
+    // dto.getPred_requests_areas().setInput2_scene_path("/kamco-nfs/requests/2024_local.geojson");
+    //    }
 
     // 3) HTTP 호출
     HttpHeaders headers = new HttpHeaders();
     headers.setContentType(MediaType.APPLICATION_JSON);
     headers.setAccept(List.of(MediaType.APPLICATION_JSON));
 
+    // 추론 실행 API 호출
     ExternalCallResult<String> result =
         externalHttpClient.call(inferenceUrl, HttpMethod.POST, dto, headers, String.class);
 
@@ -367,12 +651,14 @@ public class InferenceResultService {
           objectMapper.readValue(result.body(), new TypeReference<>() {});
 
       if (list.isEmpty()) {
-        throw new IllegalStateException("Inference response is empty");
+        throw new CustomApiException(
+            "NOT_FOUND", HttpStatus.NOT_FOUND, "Inference response is empty");
       }
 
       Object batchIdObj = list.get(0).get("batch_id");
       if (batchIdObj == null) {
-        throw new IllegalStateException("batch_id not found in response");
+        throw new CustomApiException(
+            "NOT_FOUND", HttpStatus.NOT_FOUND, "batch_id not found in response");
       }
 
       return Long.valueOf(batchIdObj.toString());
@@ -391,6 +677,7 @@ public class InferenceResultService {
    */
   private InferenceSendDto getModelInfo(UUID uuid) {
 
+    // 모델정보 조회
     Basic modelInfo = modelMngCoreService.findByModelUuid(uuid);
 
     String cdModelPath = "";
@@ -414,12 +701,12 @@ public class InferenceResultService {
 
     String modelType = "";
 
-    if (modelInfo.getModelType().equals(ModelType.M1.getId())) {
-      modelType = "G1";
-    } else if (modelInfo.getModelType().equals(ModelType.M2.getId())) {
-      modelType = "G2";
+    if (modelInfo.getModelType().equals(ModelType.G1.getId())) {
+      modelType = ModelType.G1.getId();
+    } else if (modelInfo.getModelType().equals(ModelType.G2.getId())) {
+      modelType = ModelType.G2.getId();
     } else {
-      modelType = "G3";
+      modelType = ModelType.G3.getId();
     }
 
     InferenceSendDto sendDto = new InferenceSendDto();
@@ -429,7 +716,8 @@ public class InferenceResultService {
     sendDto.setCls_model_path(cdClsModelPath);
     sendDto.setCls_model_version(modelInfo.getModelVer());
     sendDto.setCd_model_type(modelType);
-    sendDto.setPriority(modelInfo.getPriority());
+    sendDto.setPriority(5d);
+    log.info("[Inference Send]SendDto={}", sendDto);
     return sendDto;
   }
 
@@ -447,6 +735,23 @@ public class InferenceResultService {
         yyyy, mapSheetNums, mapSheetScope, detectOption);
   }
 
+  /**
+   * 년도 별로 조회하여 geojson 파일 생성
+   *
+   * @param yearDtos
+   * @param year
+   * @param mapSheetScope
+   * @param detectOption
+   * @return
+   */
+  private Scene getSceneInference(
+      List<MapSheetFallbackYearDto> yearDtos,
+      String year,
+      String mapSheetScope,
+      String detectOption) {
+    return mapSheetMngCoreService.getSceneInference(yearDtos, year, mapSheetScope, detectOption);
+  }
+
   /**
    * 분석결과 요약정보
    *

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

@@ -1,5 +1,6 @@
 package com.kamco.cd.kamcoback.label;
 
+import com.kamco.cd.kamcoback.common.download.RangeDownloadResponder;
 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;
@@ -9,20 +10,35 @@ 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.servlet.http.HttpServletRequest;
 import jakarta.validation.Valid;
+import java.io.IOException;
+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 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.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;
@@ -37,6 +53,10 @@ import org.springframework.web.bind.annotation.RestController;
 public class LabelAllocateApiController {
 
   private final LabelAllocateService labelAllocateService;
+  private final RangeDownloadResponder rangeDownloadResponder;
+
+  @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 +353,149 @@ 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<?> download(@PathVariable UUID uuid, HttpServletRequest request)
+      throws IOException {
+
+    String uid = labelAllocateService.findLearnUid(uuid);
+    Path zipPath = Paths.get(responsePath).resolve(uid + ".zip");
+
+    if (!Files.isRegularFile(zipPath)) {
+      throw new BadRequestException();
+    }
+
+    return rangeDownloadResponder.buildZipResponse(zipPath, uid + ".zip", request);
+  }
+
+  @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));
+  }
+
+  @Operation(
+      summary = "라벨링작업 관리 > 추가 작업 배정(실태조사 추가되면)",
+      description = "라벨링작업 관리 > 추가 작업 배정(실태조사 추가되면)")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "201",
+            description = "등록 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema = @Schema(implementation = Long.class))),
+        @ApiResponse(responseCode = "400", description = "잘못된 요청 데이터", content = @Content),
+        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  @PostMapping("/allocate-add-stblt")
+  public ApiResponseDto<ApiResponseDto.ResponseObj> labelAllocateAddStblt(
+      @RequestBody @Valid LabelAllocateDto.AllocateAddStbltDto dto) {
+
+    return ApiResponseDto.okObject(
+        labelAllocateService.allocateAddStbltYn(
+            dto.getTotalCnt(), dto.getUuid(), dto.getLabelers(), dto.getBaseDate()));
+  }
+
+  @Operation(summary = "라벨링 추가 할당 가능한 건수", description = "라벨링 추가 할당 가능한 건수 API")
+  @ApiResponses(
+      value = {
+        @ApiResponse(responseCode = "200", description = "조회 성공"),
+        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음"),
+        @ApiResponse(responseCode = "500", description = "서버 오류")
+      })
+  @GetMapping("/allocate-add-cnt")
+  public ApiResponseDto<Long> allocateAddCnt(
+      @RequestParam UUID uuid, @RequestParam LocalDate baseDate) {
+
+    return ApiResponseDto.ok(labelAllocateService.findAllocateAddCnt(uuid, baseDate));
+  }
 }

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

@@ -3,6 +3,7 @@ package com.kamco.cd.kamcoback.label.dto;
 import com.kamco.cd.kamcoback.common.utils.enums.CodeExpose;
 import com.kamco.cd.kamcoback.common.utils.enums.EnumType;
 import io.swagger.v3.oas.annotations.media.Schema;
+import java.time.LocalDate;
 import java.time.ZonedDateTime;
 import java.util.List;
 import java.util.UUID;
@@ -359,4 +360,41 @@ 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;
+  }
+
+  @Getter
+  @Setter
+  @AllArgsConstructor
+  public static class AllocateAddStbltDto {
+
+    @Schema(description = "총 잔여 건수", example = "179")
+    private Integer totalCnt;
+
+    @Schema(
+        description = "추가할당할 라벨러",
+        example =
+            """
+        [
+          "123454", "654321", "222233", "777222"
+        ]
+        """)
+    private List<String> labelers;
+
+    @Schema(description = "회차 마스터 key", example = "c0e77cc7-8c28-46ba-9ca4-11e90246ab44")
+    private UUID uuid;
+
+    @Schema(description = "기준일자", example = "2026-02-20")
+    private LocalDate baseDate;
+  }
 }

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

@@ -16,25 +16,29 @@ 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.time.LocalDate;
 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;
+import org.springframework.transaction.annotation.Propagation;
 import org.springframework.transaction.annotation.Transactional;
 
 @Slf4j
 @Service
-@Transactional
+@Transactional(readOnly = true)
+@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 +277,78 @@ public class LabelAllocateService {
   public Long findLabelingIngProcessCnt() {
     return labelAllocateCoreService.findLabelingIngProcessCnt();
   }
+
+  @Transactional(propagation = Propagation.NOT_SUPPORTED)
+  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);
+  }
+
+  /**
+   * 실태조사가 값 들어온 기간만큼 할당하는 로직 (최초 할당 이후 작업)
+   *
+   * @param uuid
+   * @param targetUsers
+   * @return
+   */
+  @Transactional
+  public ApiResponseDto.ResponseObj allocateAddStbltYn(
+      Integer totalCnt, UUID uuid, List<String> targetUsers, LocalDate baseDate) {
+
+    int userCount = targetUsers.size();
+    if (userCount == 0) {
+      return new ApiResponseDto.ResponseObj(ApiResponseCode.BAD_REQUEST, "추가 할당할 라벨러를 선택해주세요.");
+    }
+
+    int base = totalCnt / userCount;
+    int remainder = totalCnt % userCount;
+    Long lastId = null;
+    List<AllocateInfoDto> allIds =
+        labelAllocateCoreService.fetchNextIdsAddStbltYn(
+            uuid, baseDate, lastId, totalCnt.longValue());
+
+    // MapSheetAnalInferenceEntity analUid 가져오기
+    Long analUid = labelAllocateCoreService.findMapSheetAnalInferenceUid(uuid);
+
+    int index = 0;
+    for (int i = 0; i < userCount; i++) {
+      int assignCount = base;
+      // 마지막 사람에게 나머지 몰아주기
+      if (i == userCount - 1) {
+        assignCount += remainder;
+      }
+
+      int end = index + assignCount;
+      List<AllocateInfoDto> sub = allIds.subList(index, end);
+
+      labelAllocateCoreService.assignOwner(sub, targetUsers.get(i), analUid);
+      index = end;
+    }
+
+    return new ApiResponseDto.ResponseObj(ApiResponseCode.OK, "추가 할당이 완료되었습니다.");
+  }
+
+  public Long findAllocateAddCnt(UUID uuid, LocalDate baseDate) {
+    return labelAllocateCoreService.findAllocateAddCnt(uuid, baseDate);
+  }
 }

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

@@ -31,6 +31,9 @@ public class LayerDto {
     @Schema(description = "uuid")
     private UUID uuid;
 
+    @Schema(description = "레이어명")
+    private String layerName;
+
     @Schema(example = "WMTS", description = "유형 (TILE/GEOJSON/WMTS/WMS)")
     private String layerType;
 
@@ -63,6 +66,9 @@ public class LayerDto {
     @Schema(description = "uuid")
     private UUID uuid;
 
+    @Schema(description = "레이어명")
+    private String layerName;
+
     @Schema(description = "유형 (TILE/GEOJSON/WMTS/WMS)")
     private String layerType;
 
@@ -119,6 +125,9 @@ public class LayerDto {
   @Schema(name = "LayerAddReq")
   public static class AddReq {
 
+    @Schema(description = "레이어명")
+    private String layerName;
+
     @Schema(description = "title WMS, WMTS 선택한 tile")
     private String title;
 
@@ -215,6 +224,9 @@ public class LayerDto {
   @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;
 
@@ -268,6 +280,7 @@ public class LayerDto {
     private String crs;
 
     public LayerMapDto(
+        String layerName,
         String layerType,
         String tag,
         Long sortOrder,
@@ -282,6 +295,7 @@ public class LayerDto {
         UUID uuid,
         String rawJsonString,
         String crs) {
+      this.layerName = layerName;
       this.layerType = layerType;
       this.tag = tag;
       this.sortOrder = sortOrder;

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/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/service/LayerService.java

@@ -9,7 +9,6 @@ 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;
@@ -79,6 +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);
       }
 
@@ -89,6 +89,7 @@ public class LayerService {
         addDto.setDescription(dto.getDescription());
         addDto.setTitle(dto.getTitle());
         addDto.setTag(dto.getTag());
+        addDto.setLayerName(dto.getLayerName());
         return mapLayerCoreService.saveWms(addDto);
       }
 
@@ -165,24 +166,6 @@ 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(

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

@@ -47,6 +47,9 @@ public class MapSheetMngService {
   private final UploadService uploadService;
   private final UserUtil userUtil = new UserUtil();
 
+  @Value("${file.root}")
+  private String nfsRootDir;
+
   @Value("${file.sync-root-dir}")
   private String syncRootDir;
 
@@ -111,7 +114,6 @@ public class MapSheetMngService {
   public DmlReturn uploadPair(
       MultipartFile tfwFile, String tifFile, Long hstUid, Long tifFileSize) {
 
-    String rootPath = syncRootDir;
     String tmpPath = syncTmpDir;
 
     DmlReturn dmlReturn = new DmlReturn("success", "UPLOAD COMPLETE");
@@ -133,8 +135,8 @@ public class MapSheetMngService {
       return dmlReturn;
     }
 
+    // TODO 삭제?
     MngDto mngDto = mapSheetMngCoreService.findMapSheetMng(errDto.getMngYyyy());
-    String targetYearDir = mngDto.getMngPath();
 
     // 중복체크 -> 도엽50k/uuid 경로에 업로드 할 거라 overwrite 되지 않음
     //    if (!overwrite) {
@@ -337,12 +339,11 @@ public class MapSheetMngService {
 
   public FoldersDto getFolderAll(SrchFoldersDto srchDto) {
 
-    Path startPath = Paths.get(syncRootDir + srchDto.getDirPath());
     String dirPath = syncRootDir + srchDto.getDirPath();
-    String sortType = "name desc";
 
+    log.info("[FIND_FOLDER] DIR : {}", dirPath);
     List<FIleChecker.Folder> folderList =
-        FIleChecker.getFolderAll(dirPath).stream()
+        FIleChecker.getFolderAll(dirPath, nfsRootDir).stream()
             .filter(dir -> dir.getIsValid().equals(true))
             .toList();
 

src/main/java/com/kamco/cd/kamcoback/members/MembersApiController.java

@@ -5,7 +5,6 @@ import com.kamco.cd.kamcoback.members.dto.MembersDto;
 import com.kamco.cd.kamcoback.members.dto.MembersDto.Basic;
 import com.kamco.cd.kamcoback.members.service.AdminService;
 import com.kamco.cd.kamcoback.members.service.MembersService;
-import com.kamco.cd.kamcoback.scheduler.service.MemberInactiveJobService;
 import io.swagger.v3.oas.annotations.Operation;
 import io.swagger.v3.oas.annotations.Parameter;
 import io.swagger.v3.oas.annotations.media.Content;
@@ -35,7 +34,6 @@ public class MembersApiController {
 
   private final MembersService membersService;
   private final AdminService adminService;
-  private final MemberInactiveJobService memberInactiveJobService;
 
   @Operation(summary = "회원정보 목록", description = "회원정보 조회")
   @ApiResponses(
@@ -159,13 +157,4 @@ public class MembersApiController {
           String employeeNo) {
     return ApiResponseDto.ok(adminService.existsByEmployeeNo(employeeNo));
   }
-
-  @Operation(
-      summary = "라벨러/검수자 최종로그인 28일 경과 이후 사용중지(스케줄링 실행)",
-      description = "라벨러/검수자 최종로그인 28일 경과 이후 사용중지 처리")
-  @GetMapping("/member-inactive-job")
-  public ApiResponseDto<Void> memberInactiveJob() {
-    memberInactiveJobService.memberActive28daysToInactive();
-    return ApiResponseDto.ok(null);
-  }
 }

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/ModelMngApiController.java

@@ -41,21 +41,6 @@ public class ModelMngApiController {
 
   private final ModelMngService modelMngService;
 
-  @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.dataset-dir}")
-  private String datasetDir;
-
-  @Value("${file.dataset-tmp-dir}")
-  private String datasetTmpDir;
-
   @Value("${file.model-dir}")
   private String modelDir;
 

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

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

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

@@ -35,27 +35,6 @@ public class ModelMngService {
 
   private final UploadService uploadService;
 
-  @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.dataset-dir}")
-  private String datasetDir;
-
-  @Value("${file.dataset-tmp-dir}")
-  private String datasetTmpDir;
-
-  @Value("${file.model-dir}")
-  private String modelDir;
-
-  @Value("${file.model-tmp-dir}")
-  private String modelTmpDir;
-
   @Value("${file.pt-path}")
   private String ptPath;
 

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

@@ -7,6 +7,7 @@ import com.kamco.cd.kamcoback.changedetection.dto.ChangeDetectionDto;
 import com.kamco.cd.kamcoback.changedetection.dto.ChangeDetectionDto.MapScaleType;
 import com.kamco.cd.kamcoback.changedetection.dto.ChangeDetectionDto.MapSheetList;
 import com.kamco.cd.kamcoback.common.enums.DetectionClassification;
+import com.kamco.cd.kamcoback.common.exception.CustomApiException;
 import com.kamco.cd.kamcoback.postgres.entity.MapSheetAnalDataInferenceGeomEntity;
 import com.kamco.cd.kamcoback.postgres.repository.changedetection.ChangeDetectionRepository;
 import java.util.List;
@@ -15,6 +16,7 @@ import java.util.stream.Collectors;
 import lombok.RequiredArgsConstructor;
 import org.locationtech.jts.geom.Geometry;
 import org.locationtech.jts.geom.Point;
+import org.springframework.http.HttpStatus;
 import org.springframework.stereotype.Service;
 
 @Service
@@ -96,4 +98,42 @@ public class ChangeDetectionCoreService {
   public List<MapSheetList> getChangeDetectionMapSheet50kList(UUID uuid) {
     return changeDetectionRepository.getChangeDetectionMapSheet50kList(uuid);
   }
+
+  /**
+   * 선택 폴리곤 조회 by object id
+   *
+   * @param chnDtctId 회차 uid 32자
+   * @param cdObjectId geo object uid 32자
+   * @param cdObjectIds geo object uids 32자
+   * @return
+   */
+  public ChangeDetectionDto.PolygonFeatureList getPolygonListByCd(
+      String chnDtctId, String cdObjectId, List<String> cdObjectIds) {
+    return changeDetectionRepository.getPolygonListByCd(chnDtctId, cdObjectId, cdObjectIds);
+  }
+
+  /**
+   * 선택 Point 조회 by object id
+   *
+   * @param chnDtctId 회차 uid 32자
+   * @param cdObjectId geo object uid 32자
+   * @param cdObjectIds geo object uids 32자
+   * @return
+   */
+  public ChangeDetectionDto.PointFeatureList getPointListByCd(
+      String chnDtctId, String cdObjectId, List<String> cdObjectIds) {
+    return changeDetectionRepository.getPointListByCd(chnDtctId, cdObjectId, cdObjectIds);
+  }
+
+  /**
+   * learn uuid 조회
+   *
+   * @param chnDtctId
+   * @return
+   */
+  public UUID getLearnUuid(String chnDtctId) {
+    return changeDetectionRepository
+        .getLearnUuid(chnDtctId)
+        .orElseThrow(() -> new CustomApiException("NOT_FOUND_DATA", HttpStatus.NOT_FOUND));
+  }
 }

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

@@ -64,4 +64,17 @@ public class GukYuinCoreService {
   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

@@ -5,6 +5,7 @@ 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 {
@@ -15,6 +16,7 @@ public class GukYuinJobCoreService {
     this.gukYuinRepository = gukYuinRepository;
   }
 
+  @Transactional
   public void updateGukYuinApplyStateComplete(Long id, GukYuinStatus status) {
     gukYuinRepository.updateGukYuinApplyStateComplete(id, status);
   }

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

@@ -2,8 +2,10 @@ 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.time.LocalDate;
 import java.util.List;
 import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
 
 @Service
 public class GukYuinLabelJobCoreService {
@@ -14,10 +16,11 @@ public class GukYuinLabelJobCoreService {
     this.gukYuinLabelRepository = gukYuinLabelRepository;
   }
 
-  public List<GeomUidDto> findYesterdayLabelingCompleteList() {
-    return gukYuinLabelRepository.findYesterdayLabelingCompleteList();
+  public List<GeomUidDto> findYesterdayLabelingCompleteList(LocalDate baseDate) {
+    return gukYuinLabelRepository.findYesterdayLabelingCompleteList(baseDate);
   }
 
+  @Transactional
   public void updateAnalDataInferenceGeomSendDttm(Long geoUid) {
     gukYuinLabelRepository.updateAnalDataInferenceGeomSendDttm(geoUid);
   }

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

@@ -5,6 +5,7 @@ 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 {
@@ -27,6 +28,7 @@ public class GukYuinPnuJobCoreService {
     return gukYuinPnuRepository.upsertMapSheetDataAnalGeomPnu(chnDtctObjtId, pnuList);
   }
 
+  @Transactional
   public void updateInferenceGeomDataPnuCnt(String chnDtctObjtId, long pnuCnt) {
     gukYuinPnuRepository.updateInferenceGeomDataPnuCnt(chnDtctObjtId, pnuCnt);
   }
@@ -35,6 +37,7 @@ public class GukYuinPnuJobCoreService {
     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

@@ -1,5 +1,6 @@
 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;
@@ -7,6 +8,7 @@ import com.kamco.cd.kamcoback.postgres.repository.gukyuin.GukYuinStbltJobReposit
 import java.time.ZonedDateTime;
 import java.util.List;
 import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
 
 @Service
 public class GukYuinStbltJobCoreService {
@@ -21,47 +23,54 @@ public class GukYuinStbltJobCoreService {
     return gukYuinStbltRepository.findGukYuinEligibleForSurveyList(status);
   }
 
+  @Transactional
   public void updateGukYuinEligibleForSurvey(String resultUid, RlbDtctMastDto stbltDto) {
     PnuEntity entity =
         gukYuinStbltRepository.findPnuEntityByResultUid(resultUid, stbltDto.getPnu());
 
-    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.setChgEpno(stbltDto.getChgEpno());
-    entity.setChgIp(stbltDto.getChgIp());
-    entity.setDelYn(stbltDto.getDelYn().equals("Y"));
+    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);
+      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

@@ -19,6 +19,7 @@ import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.ResultList;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.SaveInferenceAiDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultsTestingDto;
 import com.kamco.cd.kamcoback.mapsheet.dto.MapSheetMngDto.MngListDto;
+import com.kamco.cd.kamcoback.model.dto.ModelMngDto.ModelType;
 import com.kamco.cd.kamcoback.postgres.entity.InferenceResultsTestingEntity;
 import com.kamco.cd.kamcoback.postgres.entity.MapInkx5kEntity;
 import com.kamco.cd.kamcoback.postgres.entity.MapSheetAnalDataInferenceEntity;
@@ -110,7 +111,7 @@ public class InferenceResultCoreService {
 
     MapSheetLearnEntity mapSheetLearnEntity = new MapSheetLearnEntity();
     mapSheetLearnEntity.setTitle(req.getTitle());
-    mapSheetLearnEntity.setRunningModelType("M1");
+    mapSheetLearnEntity.setRunningModelType(ModelType.G1.getId());
     mapSheetLearnEntity.setM1ModelUuid(req.getModel1Uuid());
     mapSheetLearnEntity.setM2ModelUuid(req.getModel2Uuid());
     mapSheetLearnEntity.setM3ModelUuid(req.getModel3Uuid());
@@ -301,7 +302,7 @@ public class InferenceResultCoreService {
 
   private void applyModelUpdate(MapSheetLearnEntity entity, SaveInferenceAiDto request) {
     switch (request.getType()) {
-      case "M1" ->
+      case "G1" ->
           applyModelFields(
               request,
               entity::setM1ModelBatchId,
@@ -311,7 +312,7 @@ public class InferenceResultCoreService {
               entity::setM1RunningJobs,
               entity::setM1CompletedJobs,
               entity::setM1FailedJobs);
-      case "M2" ->
+      case "G2" ->
           applyModelFields(
               request,
               entity::setM2ModelBatchId,
@@ -321,7 +322,7 @@ public class InferenceResultCoreService {
               entity::setM2RunningJobs,
               entity::setM2CompletedJobs,
               entity::setM2FailedJobs);
-      case "M3" ->
+      case "G3" ->
           applyModelFields(
               request,
               entity::setM3ModelBatchId,
@@ -368,6 +369,12 @@ public class InferenceResultCoreService {
     return mapSheetLearnRepository.getInferenceServerStatusList();
   }
 
+  /**
+   * 진행중 배치 조회
+   *
+   * @param status
+   * @return
+   */
   public InferenceBatchSheet getInferenceResultByStatus(String status) {
     MapSheetLearnEntity entity =
         mapSheetLearnRepository.getInferenceResultByStatus(status).orElse(null);
@@ -402,6 +409,12 @@ public class InferenceResultCoreService {
     return mapSheetLearnRepository.getInferenceAiResultById(id, modelUuid);
   }
 
+  /**
+   * 추론 진행 현황 상세
+   *
+   * @param uuid
+   * @return
+   */
   public InferenceStatusDetailDto getInferenceStatus(UUID uuid) {
     return mapSheetLearnRepository.getInferenceStatus(uuid);
   }
@@ -497,15 +510,16 @@ public class InferenceResultCoreService {
   }
 
   /**
-   * 추론 결과 shp파일 생성위해서 조회
+   * 추론 결과 조회
    *
    * @param batchIds
    * @return
    */
-  public List<InferenceResultsTestingDto.ShpDto> getInferenceResults(List<Long> batchIds) {
+  public List<InferenceResultsTestingDto.Basic> getInferenceResults(List<Long> batchIds) {
     List<InferenceResultsTestingEntity> list =
         inferenceResultsTestingRepository.getInferenceResultList(batchIds);
-    return list.stream().map(InferenceResultsTestingDto.ShpDto::fromEntity).toList();
+
+    return list.stream().map(InferenceResultsTestingEntity::toDto).toList();
   }
 
   public Long getInferenceResultCnt(List<Long> batchIds) {

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 +247,47 @@ 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.isRegularFile(path)) {
+      return false; // exists 포함
+    }
+
+    String state = dto.getAnalState();
+    boolean isLabelingIng =
+        LabelMngState.ASSIGNED.getId().equals(state) || LabelMngState.ING.getId().equals(state);
+
+    if (isLabelingIng) {
+      Long analId = dto.getAnalId();
+      if (analId == null) {
+        return false;
+      }
+      return batchStepHistoryRepository.isDownloadable(analId);
+    }
+
+    return true;
+  }
+
+  public String findLearnUid(UUID uuid) {
+    return labelAllocateRepository
+        .findLearnUid(uuid)
+        .orElseThrow(() -> new CustomApiException("NOT_FOUND_DATA", HttpStatus.NOT_FOUND));
+  }
+
+  public List<AllocateInfoDto> fetchNextIdsAddStbltYn(
+      UUID uuid, LocalDate baseDate, Long lastId, Long totalCnt) {
+    return labelAllocateRepository.fetchNextIdsAddStbltYn(uuid, baseDate, lastId, totalCnt);
+  }
+
+  public Long findAllocateAddCnt(UUID uuid, LocalDate baseDate) {
+    return labelAllocateRepository.findAllocateAddCnt(uuid, baseDate);
+  }
 }

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

@@ -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());
     }
@@ -213,6 +217,7 @@ public class MapLayerCoreService {
     Long order = mapLayerRepository.findSortOrderDesc();
 
     MapLayerEntity mapLayerEntity = new MapLayerEntity();
+    mapLayerEntity.setLayerName(dto.getLayerName());
     mapLayerEntity.setDescription(dto.getDescription());
     mapLayerEntity.setUrl(dto.getUrl());
     mapLayerEntity.setTag(dto.getTag());
@@ -243,6 +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());
@@ -273,6 +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());
@@ -305,6 +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());

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

@@ -7,6 +7,7 @@ import com.kamco.cd.kamcoback.common.geometry.GeoJsonFileWriter.ImageFeature;
 import com.kamco.cd.kamcoback.common.geometry.GeoJsonFileWriter.Scene;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.DetectOption;
+import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.MapSheetFallbackYearDto;
 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.MngListCompareDto;
@@ -24,13 +25,14 @@ import java.nio.file.Files;
 import java.nio.file.Path;
 import java.nio.file.Paths;
 import java.time.ZonedDateTime;
+import java.util.ArrayList;
 import java.util.Arrays;
-import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
 import java.util.Optional;
 import java.util.UUID;
+import java.util.stream.Collectors;
 import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
 import org.springframework.beans.factory.annotation.Value;
@@ -233,27 +235,52 @@ public class MapSheetMngCoreService {
   }
 
   /**
-   * 추론 실행에 필요한 geojson 파일 생성
+   * geojson 생성
    *
-   * @param yyyy 영상관리 파일별 년도
-   * @param scenes 5k 도엽 번호 리스트
-   * @param mapSheetScope EXCL : 추론제외, PREV 이전 년도 도엽 사용
+   * @param yyyy
+   * @param scenes
+   * @param mapSheetScope
+   * @param detectOption
    * @return
    */
   public Scene getSceneInference(
       String yyyy, List<String> scenes, String mapSheetScope, String detectOption) {
+    List<ImageFeature> features = loadSceneInferenceBySheets(yyyy, scenes);
+    return writeSceneGeoJson(yyyy, mapSheetScope, detectOption, features);
+  }
 
-    Map<String, Object> result = new HashMap<>();
+  /**
+   * geojson 생성
+   *
+   * @param yearDtos
+   * @param yyyy
+   * @param mapSheetScope
+   * @param detectOption
+   * @return
+   */
+  public Scene getSceneInference(
+      List<MapSheetFallbackYearDto> yearDtos,
+      String yyyy,
+      String mapSheetScope,
+      String detectOption) {
+    List<ImageFeature> features = loadSceneInferenceByFallbackYears(yearDtos);
+    return writeSceneGeoJson(yyyy, mapSheetScope, detectOption, features);
+  }
+
+  /**
+   * 파일 경로/이름 , 파일 생성 , 도엽번호 반환
+   *
+   * @param yyyy
+   * @param mapSheetScope
+   * @param detectOption
+   * @param sceneInference
+   * @return Scene
+   */
+  private Scene writeSceneGeoJson(
+      String yyyy, String mapSheetScope, String detectOption, List<ImageFeature> sceneInference) {
     boolean isAll = MapSheetScope.ALL.getId().equals(mapSheetScope);
+    String optionSuffix = buildOptionSuffix(detectOption);
 
-    String optionSuffix = "";
-    if (DetectOption.EXCL.getId().equals(detectOption)) {
-      optionSuffix = "_EXCL";
-    } else if (DetectOption.PREV.getId().equals(detectOption)) {
-      optionSuffix = "_PREV";
-    }
-
-    // 1) 경로/파일명 결정
     String targetDir =
         "local".equals(activeEnv) ? System.getProperty("user.home") + "/geojson" : inferenceDir;
 
@@ -264,25 +291,21 @@ public class MapSheetMngCoreService {
 
     Path outputPath = Paths.get(targetDir, filename);
 
-    // 2) ALL일 때만 재사용
-    //    if (isAll && Files.exists(outputPath)) {
-    //      return outputPath.toString();
-    //    }
-
-    // 3) 데이터 조회
-    List<ImageFeature> sceneInference = mapSheetMngRepository.getSceneInference(yyyy, scenes);
-
     if (sceneInference == null || sceneInference.isEmpty()) {
-      log.warn(
-          "NOT_FOUND_TARGET_YEAR: yyyy={}, isAll={}, scenesSize={}",
-          yyyy,
-          isAll,
-          scenes == null ? 0 : scenes.size());
+      log.warn("NOT_FOUND_TARGET_YEAR: yyyy={}, isAll={}, featuresSize={}", yyyy, isAll, 0);
       throw new CustomApiException("NOT_FOUND_TARGET_YEAR", HttpStatus.NOT_FOUND);
     }
 
-    // 4) 파일 생성
     try {
+      log.info("create Directories outputPath: {}", outputPath);
+      log.info(
+          "activeEnv={}, inferenceDir={}, targetDir={}, filename={}",
+          activeEnv,
+          inferenceDir,
+          targetDir,
+          filename);
+      log.info("outputPath={}, parent={}", outputPath.toAbsolutePath(), outputPath.getParent());
+
       Files.createDirectories(outputPath.getParent());
 
       new GeoJsonFileWriter()
@@ -291,16 +314,89 @@ public class MapSheetMngCoreService {
       Scene scene = new Scene();
       scene.setFeatures(sceneInference);
       scene.setFilePath(outputPath.toString());
-
       return scene;
 
     } catch (IOException e) {
       log.error(
           "FAIL_CREATE_MAP_SHEET_FILE: yyyy={}, isAll={}, path={}", yyyy, isAll, outputPath, e);
-      throw new CustomApiException("FAIL_CREATE_MAP_SHEET_FILE", HttpStatus.INTERNAL_SERVER_ERROR);
+      throw new CustomApiException("INTERNAL_SERVER_ERROR", HttpStatus.INTERNAL_SERVER_ERROR, e);
     }
   }
 
+  /**
+   * geojson 파일명 Suffix
+   *
+   * @param detectOption
+   * @return
+   */
+  private String buildOptionSuffix(String detectOption) {
+    if (DetectOption.EXCL.getId().equals(detectOption)) return "_EXCL";
+    if (DetectOption.PREV.getId().equals(detectOption)) return "_PREV";
+    return "";
+  }
+
+  /**
+   * 년도, 도엽번호로 조회
+   *
+   * @param yyyy
+   * @param scenes
+   * @return ImageFeature
+   */
+  private List<ImageFeature> loadSceneInferenceBySheets(String yyyy, List<String> scenes) {
+    List<ImageFeature> sceneInference = mapSheetMngRepository.getSceneInference(yyyy, scenes);
+
+    if (sceneInference == null || sceneInference.isEmpty()) {
+      log.warn(
+          "NOT_FOUND_TARGET_YEAR: yyyy={}, scenesSize={}",
+          yyyy,
+          scenes == null ? 0 : scenes.size());
+      throw new CustomApiException("NOT_FOUND_TARGET_YEAR", HttpStatus.NOT_FOUND);
+    }
+    return sceneInference;
+  }
+
+  /**
+   * 년도별로 나눠 조회
+   *
+   * @param yearDtos
+   * @return ImageFeature
+   */
+  private List<ImageFeature> loadSceneInferenceByFallbackYears(
+      List<MapSheetFallbackYearDto> yearDtos) {
+    if (yearDtos == null || yearDtos.isEmpty()) {
+      return List.of();
+    }
+
+    // 년도 별로 루프를 돌리기위해 년도별 정리
+    Map<Integer, List<MapSheetFallbackYearDto>> groupedByYear =
+        yearDtos.stream()
+            .filter(d -> d.getMngYyyy() != null && d.getMapSheetNum() != null)
+            .collect(Collectors.groupingBy(MapSheetFallbackYearDto::getMngYyyy));
+
+    List<ImageFeature> sceneInference = new ArrayList<>();
+
+    for (Map.Entry<Integer, List<MapSheetFallbackYearDto>> entry : groupedByYear.entrySet()) {
+      Integer year = entry.getKey();
+
+      // 년도별 mapSheetNum 만들기
+      List<String> sheetNums =
+          entry.getValue().stream()
+              .map(MapSheetFallbackYearDto::getMapSheetNum)
+              .filter(Objects::nonNull)
+              .distinct()
+              .toList();
+
+      // tif파일 정보 조회
+      List<ImageFeature> temp = mapSheetMngRepository.getSceneInference(year.toString(), sheetNums);
+
+      if (temp != null && !temp.isEmpty()) {
+        sceneInference.addAll(temp);
+      }
+    }
+
+    return sceneInference;
+  }
+
   /**
    * 변화탐지 실행 가능 기준 년도 조회
    *
@@ -334,4 +430,31 @@ public class MapSheetMngCoreService {
   public List<MngListCompareDto> getByHstMapSheetCompareList(int mngYyyy, List<String> mapId) {
     return mapSheetMngYearRepository.findByHstMapSheetCompareList(mngYyyy, mapId);
   }
+
+  public List<String> getMapSheetNumByHst(Integer year) {
+    List<MapSheetMngHstEntity> entity = mapSheetMngRepository.getMapSheetMngHst(year);
+    return entity.stream().map(MapSheetMngHstEntity::getMapSheetNum).toList();
+  }
+
+  /**
+   * 특정 연도의 도엽 이력 데이터를 조회
+   *
+   * @param year
+   * @return
+   */
+  public List<MapSheetFallbackYearDto> getMapSheetNumDtoByHst(Integer year) {
+    List<MapSheetMngHstEntity> entity = mapSheetMngRepository.getMapSheetMngHst(year);
+    return entity.stream()
+        .map(
+            e ->
+                new MapSheetFallbackYearDto(
+                    e.getMapSheetNum(), e.getMngYyyy() // 조회 기준 연도
+                    ))
+        .toList();
+  }
+
+  public List<MapSheetFallbackYearDto> findFallbackCompareYearByMapSheets(
+      Integer year, List<String> mapIds) {
+    return mapSheetMngRepository.findFallbackCompareYearByMapSheets(year, mapIds);
+  }
 }

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

@@ -6,6 +6,7 @@ import com.kamco.cd.kamcoback.postgres.repository.mapsheet.MapSheetMngYearReposi
 import com.kamco.cd.kamcoback.postgres.repository.scheduler.MapSheetMngFileJobRepository;
 import com.kamco.cd.kamcoback.scheduler.dto.MapSheetMngDto;
 import com.kamco.cd.kamcoback.scheduler.dto.MapSheetMngDto.MngHstDto;
+import com.kamco.cd.kamcoback.scheduler.dto.MapSheetMngDto.YearMinMax;
 import jakarta.validation.Valid;
 import java.util.List;
 import lombok.RequiredArgsConstructor;
@@ -67,9 +68,10 @@ public class MapSheetMngFileJobCoreService {
     return mapSheetMngFileJobRepository.findNotYetMapSheetMng();
   }
 
-  public Long findByHstMapSheetBeforeYyyyListCount(int strtYyyy, int endYyyy, String mapSheetNum) {
+  public Long findByHstMapSheetBeforeYyyyListCount(
+      int mngYyyy, int strtYyyy, int endYyyy, String mapSheetNum) {
     return mapSheetMngFileJobRepository.findByHstMapSheetBeforeYyyyListCount(
-        strtYyyy, endYyyy, mapSheetNum);
+        mngYyyy, strtYyyy, endYyyy, mapSheetNum);
   }
 
   public void updateException5kMapSheet(String mapSheetNum, CommonUseStatus commonUseStatus) {
@@ -79,4 +81,16 @@ public class MapSheetMngFileJobCoreService {
   public void saveSheetMngYear() {
     mapSheetMngYearRepository.saveFileInfo();
   }
+
+  public YearMinMax findYearMinMaxInfo() {
+    return mapSheetMngYearRepository.findYearMinMaxInfo();
+  }
+
+  public Long findMngYyyyCnt(Integer mngYyyy) {
+    return mapSheetMngFileJobRepository.findMngYyyyCnt(mngYyyy);
+  }
+
+  public Long findMapSheetUseExceptCnt(String mapSheetNum) {
+    return mapSheetMngFileJobRepository.findMapSheetUseExceptCnt(mapSheetNum);
+  }
 }

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

@@ -3,6 +3,7 @@ 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.time.LocalDate;
 import java.util.List;
 import java.util.UUID;
 import lombok.RequiredArgsConstructor;
@@ -14,8 +15,8 @@ public class TrainingDataLabelJobCoreService {
 
   private final TrainingDataLabelJobRepository trainingDataLabelJobRepository;
 
-  public List<Tasks> findCompletedYesterdayUnassigned() {
-    return trainingDataLabelJobRepository.findCompletedYesterdayUnassigned();
+  public List<Tasks> findCompletedYesterdayUnassigned(LocalDate baseDate) {
+    return trainingDataLabelJobRepository.findCompletedYesterdayUnassigned(baseDate);
   }
 
   public void assignReviewerBatch(List<UUID> assignmentUids, String reviewerId) {

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

@@ -4,6 +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 java.time.LocalDate;
 import java.util.List;
 import lombok.RequiredArgsConstructor;
 import org.springframework.stereotype.Service;
@@ -15,12 +16,13 @@ public class TrainingDataReviewJobCoreService {
   private final TrainingDataReviewJobRepository trainingDataReviewJobRepository;
 
   public List<CompleteLabelData> findCompletedYesterdayLabelingList(
-      Long analUid, String mapSheetNum) {
-    return trainingDataReviewJobRepository.findCompletedYesterdayLabelingList(analUid, mapSheetNum);
+      Long analUid, String mapSheetNum, LocalDate baseDate) {
+    return trainingDataReviewJobRepository.findCompletedYesterdayLabelingList(
+        analUid, mapSheetNum, baseDate);
   }
 
-  public List<AnalMapSheetList> findCompletedAnalMapSheetList(Long analUid) {
-    return trainingDataReviewJobRepository.findCompletedAnalMapSheetList(analUid);
+  public List<AnalMapSheetList> findCompletedAnalMapSheetList(Long analUid, LocalDate baseDate) {
+    return trainingDataReviewJobRepository.findCompletedAnalMapSheetList(analUid, baseDate);
   }
 
   public List<AnalCntInfo> findAnalCntInfoList() {

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/InferenceResultsTestingEntity.java

@@ -1,5 +1,6 @@
 package com.kamco.cd.kamcoback.postgres.entity;
 
+import com.kamco.cd.kamcoback.inference.dto.InferenceResultsTestingDto;
 import jakarta.persistence.Column;
 import jakarta.persistence.Entity;
 import jakarta.persistence.Id;
@@ -84,4 +85,28 @@ public class InferenceResultsTestingEntity {
 
   @Column(name = "geometry", columnDefinition = "geometry")
   private Geometry geometry;
+
+  public InferenceResultsTestingDto.Basic toDto() {
+    return new InferenceResultsTestingDto.Basic(
+        this.probability,
+        this.beforeYear,
+        this.afterYear,
+        this.mapId,
+        this.modelVersion,
+        this.clsModelPath,
+        this.clsModelVersion,
+        this.cdModelType,
+        this.id,
+        this.modelName,
+        this.batchId,
+        this.area,
+        this.beforeC,
+        this.beforeP,
+        this.afterC,
+        this.afterP,
+        this.seq,
+        this.createdDate,
+        this.uid,
+        this.geometry);
+  }
 }

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;
 
@@ -109,6 +113,7 @@ public class MapLayerEntity {
   public LayerDto.Detail toDto() {
     return new LayerDto.Detail(
         this.uuid,
+        this.layerName,
         this.layerType,
         this.title,
         this.description,

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

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

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

@@ -18,29 +18,99 @@ import org.springframework.data.domain.Page;
 
 public interface MapSheetLearnRepositoryCustom {
 
+  /**
+   * 추론 관리 목록 조회
+   *
+   * @param req 추론관리 목록 화면 조회 조건
+   * @return 추론 관리 목록
+   */
   Page<MapSheetLearnEntity> getInferenceMgnResultList(InferenceResultDto.SearchListReq req);
 
+  /**
+   * uuid 조건으로 추론 실행 정보 조회
+   *
+   * @param uuid uuid
+   * @return 추론 실행 정보
+   */
   Optional<MapSheetLearnEntity> getInferenceResultByUuid(UUID uuid);
 
+  /**
+   * 추론 실행중 서버정보 조회 cpu, gpu
+   *
+   * @return cpu, gpu 정보
+   */
   List<InferenceServerStatusDto> getInferenceServerStatusList();
 
+  /**
+   * 추론 실행 목록 진행 상태별 조회
+   *
+   * @param status 추론 진행 상태
+   * @return 추론 실행 정보
+   */
   Optional<MapSheetLearnEntity> getInferenceResultByStatus(String status);
 
+  /**
+   * 등록된 추론 실행목록 및 등록된 모델 정보 조회
+   *
+   * @param id 추론 실행 테이블 id
+   * @param modelUuid 모델 uuid
+   * @return 모델 정보
+   */
   InferenceProgressDto getInferenceAiResultById(Long id, UUID modelUuid);
 
+  /**
+   * 진행중인 추론 정보 상세 조회
+   *
+   * @param uuid 추론진행 uuid
+   * @return 진행중인 추론정보 상세 정보
+   */
   InferenceStatusDetailDto getInferenceStatus(UUID uuid);
 
+  /**
+   * 진행중인 추론이 있는지 조회
+   *
+   * @return 진행중인 추론 정보
+   */
   MapSheetLearnEntity getProcessing();
 
-  Integer getLearnStage(Integer compareYear, Integer targetYear);
-
+  /**
+   * 추론 결과 정보 조회
+   *
+   * @param uuid 추론 uuid
+   * @return 추론 결과 및 사용 모델 정보
+   */
   AnalResultInfo getInferenceResultInfo(UUID uuid);
 
+  /**
+   * 추론 결과 bbox, point 조회
+   *
+   * @param uuid 추론 uuid
+   * @return bbox, pont 정보
+   */
   BboxPointDto getBboxPoint(UUID uuid);
 
+  /**
+   * 분류별 탐지건수 조회
+   *
+   * @param uuid 추론 uuid
+   * @return 분류별 탐지건수 정보
+   */
   List<Dashboard> getInferenceClassCountList(UUID uuid);
 
+  /**
+   * 추론 결과 상세 geom 목록 조회
+   *
+   * @param uuid 추론 uuid
+   * @param searchGeoReq 추론 결과 상세화면 geom 조회 조건
+   * @return geom 목록 정보
+   */
   Page<Geom> getInferenceGeomList(UUID uuid, SearchGeoReq searchGeoReq);
 
+  /**
+   * 국유in연동 가능여부 확인 조회
+   *
+   * @param uuid 추론 uuid
+   * @return 추론 존재여부, 부분도엽 여부, 추론 진행중 여부, 국유인 작업 진행중 여부
+   */
   GukYuinLinkFacts findLinkFacts(UUID uuid);
 }

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

@@ -291,24 +291,6 @@ public class MapSheetLearnRepositoryImpl implements MapSheetLearnRepositoryCusto
         .fetchOne();
   }
 
-  @Override
-  public Integer getLearnStage(Integer compareYear, Integer targetYear) {
-    Integer stage =
-        queryFactory
-            .select(mapSheetLearnEntity.stage)
-            .from(mapSheetLearnEntity)
-            .where(
-                mapSheetLearnEntity
-                    .compareYyyy
-                    .eq(compareYear)
-                    .and(mapSheetLearnEntity.targetYyyy.eq(targetYear)))
-            .orderBy(mapSheetLearnEntity.id.desc())
-            .limit(1)
-            .fetchOne();
-
-    return stage == null ? 1 : stage + 1;
-  }
-
   @Override
   public AnalResultInfo getInferenceResultInfo(UUID uuid) {
     QModelMngEntity m1 = new QModelMngEntity("m1");
@@ -528,6 +510,7 @@ public class MapSheetLearnRepositoryImpl implements MapSheetLearnRepositoryCusto
   @Override
   public GukYuinLinkFacts findLinkFacts(UUID uuid) {
 
+    // 해당 추론 있는지 확인
     MapSheetLearnEntity learn =
         queryFactory
             .selectFrom(QMapSheetLearnEntity.mapSheetLearnEntity)
@@ -538,12 +521,14 @@ public class MapSheetLearnRepositoryImpl implements MapSheetLearnRepositoryCusto
       return new GukYuinLinkFacts(false, false, false, false);
     }
 
+    // 부분 도엽 실행인지 확인
     boolean isPartScope = MapSheetScope.PART.getId().equals(learn.getMapSheetScope());
 
     QMapSheetAnalInferenceEntity inf = QMapSheetAnalInferenceEntity.mapSheetAnalInferenceEntity;
     QMapSheetLearnEntity learn2 = new QMapSheetLearnEntity("learn2");
     QMapSheetLearnEntity learnQ = QMapSheetLearnEntity.mapSheetLearnEntity;
 
+    // 실행중인 추론 있는지 확인
     boolean hasRunningInference =
         queryFactory
                 .selectOne()
@@ -557,6 +542,7 @@ public class MapSheetLearnRepositoryImpl implements MapSheetLearnRepositoryCusto
                 .fetchFirst()
             != null;
 
+    // 국유인 작업 진행중 있는지 확인
     boolean hasOtherUnfinishedGukYuin =
         queryFactory
                 .selectOne()

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/changedetection/ChangeDetectionRepositoryCustom.java

@@ -4,6 +4,7 @@ import com.kamco.cd.kamcoback.changedetection.dto.ChangeDetectionDto;
 import com.kamco.cd.kamcoback.changedetection.dto.ChangeDetectionDto.MapScaleType;
 import com.kamco.cd.kamcoback.changedetection.dto.ChangeDetectionDto.MapSheetList;
 import java.util.List;
+import java.util.Optional;
 import java.util.UUID;
 
 public interface ChangeDetectionRepositoryCustom {
@@ -28,4 +29,18 @@ public interface ChangeDetectionRepositoryCustom {
   List<ChangeDetectionDto.MapSheetList> getChangeDetectionMapSheetList(UUID uuid);
 
   List<MapSheetList> getChangeDetectionMapSheet50kList(UUID uuid);
+
+  ChangeDetectionDto.PolygonFeatureList getPolygonListByCd(
+      String chnDtctId, String cdObjectId, List<String> cdObjectIds);
+
+  ChangeDetectionDto.PointFeatureList getPointListByCd(
+      String chnDtctId, String cdObjectId, List<String> cdObjectIds);
+
+  ChangeDetectionDto.PolygonFeatureList getSelectedChangeDetectionPolygonListByPnu(
+      String chnDtctId, String pnu);
+
+  ChangeDetectionDto.PointFeatureList getSelectedChangeDetectionPointListByPnu(
+      String chnDtctId, String pnu);
+
+  Optional<UUID> getLearnUuid(String chnDtctId);
 }

src/main/java/com/kamco/cd/kamcoback/postgres/repository/changedetection/ChangeDetectionRepositoryImpl.java

@@ -8,6 +8,7 @@ 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.QMapSheetAnalSttcEntity.mapSheetAnalSttcEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetLearnEntity.mapSheetLearnEntity;
+import static com.kamco.cd.kamcoback.postgres.entity.QPnuEntity.pnuEntity;
 
 import com.fasterxml.jackson.core.JsonProcessingException;
 import com.fasterxml.jackson.databind.JsonNode;
@@ -16,11 +17,14 @@ import com.kamco.cd.kamcoback.changedetection.dto.ChangeDetectionDto;
 import com.kamco.cd.kamcoback.changedetection.dto.ChangeDetectionDto.DetectSearchType;
 import com.kamco.cd.kamcoback.changedetection.dto.ChangeDetectionDto.MapScaleType;
 import com.kamco.cd.kamcoback.changedetection.dto.ChangeDetectionDto.MapSheetList;
+import com.kamco.cd.kamcoback.changedetection.dto.ChangeDetectionDto.PointFeatureList;
+import com.kamco.cd.kamcoback.changedetection.dto.ChangeDetectionDto.PolygonFeatureList;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.Status;
 import com.kamco.cd.kamcoback.postgres.entity.MapSheetAnalDataInferenceGeomEntity;
 import com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalDataInferenceEntity;
 import com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalInferenceEntity;
 import com.kamco.cd.kamcoback.postgres.entity.QMapSheetLearnEntity;
+import com.querydsl.core.BooleanBuilder;
 import com.querydsl.core.types.Projections;
 import com.querydsl.core.types.dsl.BooleanExpression;
 import com.querydsl.core.types.dsl.CaseBuilder;
@@ -30,10 +34,13 @@ import com.querydsl.jpa.JPAExpressions;
 import com.querydsl.jpa.impl.JPAQueryFactory;
 import java.util.List;
 import java.util.Objects;
+import java.util.Optional;
 import java.util.UUID;
 import java.util.stream.Collectors;
 import org.springframework.data.jpa.repository.support.QuerydslRepositorySupport;
+import org.springframework.stereotype.Repository;
 
+@Repository
 public class ChangeDetectionRepositoryImpl extends QuerydslRepositorySupport
     implements ChangeDetectionRepositoryCustom {
 
@@ -226,7 +233,9 @@ public class ChangeDetectionRepositoryImpl extends QuerydslRepositorySupport
                     mapSheetAnalDataInferenceGeomEntity.targetYyyy,
                     mapSheetAnalDataInferenceGeomEntity.classAfterProb,
                     mapSheetAnalDataInferenceGeomEntity.classAfterCd.toUpperCase(),
-                    mapSheetAnalDataInferenceGeomEntity.cdProb))
+                    mapSheetAnalDataInferenceGeomEntity.cdProb,
+                    mapSheetAnalDataInferenceGeomEntity.uuid,
+                    mapSheetAnalDataInferenceGeomEntity.resultUid))
             .from(mapSheetAnalDataInferenceGeomEntity)
             .innerJoin(mapSheetAnalDataInferenceEntity)
             .on(mapSheetAnalDataInferenceGeomEntity.dataUid.eq(mapSheetAnalDataInferenceEntity.id))
@@ -261,7 +270,9 @@ public class ChangeDetectionRepositoryImpl extends QuerydslRepositorySupport
                           data.getAfterYear(),
                           data.getAfterConfidence(),
                           data.getAfterClass(),
-                          data.getCdProb());
+                          data.getCdProb(),
+                          data.getUuid(),
+                          data.getResultUid());
 
                   return new ChangeDetectionDto.PolygonFeature(
                       data.getType(), jsonNode, properties);
@@ -371,4 +382,275 @@ public class ChangeDetectionRepositoryImpl extends QuerydslRepositorySupport
                 "{0} || {1}", imageryEntity.cogMiddlePath, imageryEntity.cogFilename))
         .otherwise("");
   }
+
+  @Override
+  public PolygonFeatureList getPolygonListByCd(
+      String chnDtctId, String cdObjectId, List<String> cdObjectIds) {
+    BooleanBuilder builder = new BooleanBuilder();
+    builder.and(mapSheetLearnEntity.uid.eq(chnDtctId));
+    builder.and(
+        mapSheetAnalDataInferenceGeomEntity
+            .resultUid
+            .eq(chnDtctId)
+            .or(mapSheetAnalDataInferenceGeomEntity.resultUid.in(cdObjectIds)));
+
+    List<ChangeDetectionDto.PolygonQueryData> list =
+        queryFactory
+            .select(
+                Projections.constructor(
+                    ChangeDetectionDto.PolygonQueryData.class,
+                    Expressions.stringTemplate("{0}", "Feature"),
+                    Expressions.stringTemplate(
+                        "ST_AsGeoJSON({0})", mapSheetAnalDataInferenceGeomEntity.geom),
+                    mapSheetAnalDataInferenceGeomEntity.geoUid,
+                    mapSheetAnalDataInferenceGeomEntity.area,
+                    mapSheetAnalDataInferenceGeomEntity.compareYyyy,
+                    mapSheetAnalDataInferenceGeomEntity.classBeforeProb,
+                    mapSheetAnalDataInferenceGeomEntity.classBeforeCd.toUpperCase(),
+                    mapSheetAnalDataInferenceGeomEntity.targetYyyy,
+                    mapSheetAnalDataInferenceGeomEntity.classAfterProb,
+                    mapSheetAnalDataInferenceGeomEntity.classAfterCd.toUpperCase(),
+                    mapSheetAnalDataInferenceGeomEntity.cdProb,
+                    mapSheetAnalDataInferenceGeomEntity.uuid,
+                    mapSheetAnalDataInferenceGeomEntity.resultUid))
+            .from(mapSheetAnalDataInferenceGeomEntity)
+            .innerJoin(mapSheetAnalDataInferenceEntity)
+            .on(mapSheetAnalDataInferenceGeomEntity.dataUid.eq(mapSheetAnalDataInferenceEntity.id))
+            .innerJoin(mapSheetAnalInferenceEntity)
+            .on(mapSheetAnalInferenceEntity.id.eq(mapSheetAnalDataInferenceEntity.analUid))
+            .innerJoin(mapSheetLearnEntity)
+            .on(mapSheetLearnEntity.id.eq(mapSheetAnalInferenceEntity.learnId))
+            .where(builder)
+            .orderBy(mapSheetAnalDataInferenceGeomEntity.mapSheetNum.asc())
+            .fetch();
+
+    ObjectMapper mapper = new ObjectMapper();
+    List<ChangeDetectionDto.PolygonFeature> result =
+        list.stream()
+            .map(
+                data -> {
+                  String geoJson = data.getGeometry();
+                  JsonNode jsonNode;
+                  try {
+                    jsonNode = mapper.readTree(geoJson);
+                  } catch (JsonProcessingException e) {
+                    throw new RuntimeException(e);
+                  }
+
+                  ChangeDetectionDto.PolygonProperties properties =
+                      new ChangeDetectionDto.PolygonProperties(
+                          data.getGeoUid(),
+                          data.getArea(),
+                          data.getBeforeYear(),
+                          data.getBeforeConfidence(),
+                          data.getBeforeClass(),
+                          data.getAfterYear(),
+                          data.getAfterConfidence(),
+                          data.getAfterClass(),
+                          data.getCdProb(),
+                          data.getUuid(),
+                          data.getResultUid());
+
+                  return new ChangeDetectionDto.PolygonFeature(
+                      data.getType(), jsonNode, properties);
+                })
+            .collect(Collectors.toList());
+
+    ChangeDetectionDto.PolygonFeatureList polygonList = new ChangeDetectionDto.PolygonFeatureList();
+    polygonList.setType("FeatureCollection");
+    polygonList.setFeatures(result);
+    return polygonList;
+  }
+
+  @Override
+  public PointFeatureList getPointListByCd(
+      String chnDtctId, String cdObjectId, List<String> cdObjectIds) {
+    BooleanBuilder builder = new BooleanBuilder();
+    builder.and(mapSheetLearnEntity.uid.eq(chnDtctId));
+    builder.and(
+        mapSheetAnalDataInferenceGeomEntity
+            .resultUid
+            .eq(chnDtctId)
+            .or(mapSheetAnalDataInferenceGeomEntity.resultUid.in(cdObjectIds)));
+
+    List<ChangeDetectionDto.PointQueryData> list =
+        queryFactory
+            .select(
+                Projections.constructor(
+                    ChangeDetectionDto.PointQueryData.class,
+                    Expressions.stringTemplate("{0}", "Feature"),
+                    Expressions.stringTemplate(
+                        "ST_AsGeoJSON({0})",
+                        mapSheetAnalDataInferenceGeomEntity.geomCenter), // point
+                    Projections.constructor(
+                        ChangeDetectionDto.PointProperties.class,
+                        mapSheetAnalDataInferenceGeomEntity.geoUid,
+                        mapSheetAnalDataInferenceGeomEntity.classAfterCd.toUpperCase())))
+            .from(mapSheetAnalDataInferenceGeomEntity)
+            .innerJoin(mapSheetAnalDataInferenceEntity)
+            .on(mapSheetAnalDataInferenceGeomEntity.dataUid.eq(mapSheetAnalDataInferenceEntity.id))
+            .innerJoin(mapSheetAnalInferenceEntity)
+            .on(mapSheetAnalInferenceEntity.id.eq(mapSheetAnalDataInferenceEntity.analUid))
+            .innerJoin(mapSheetLearnEntity)
+            .on(mapSheetLearnEntity.id.eq(mapSheetAnalInferenceEntity.learnId))
+            .where(builder)
+            .fetch();
+
+    ObjectMapper mapper = new ObjectMapper();
+    List<ChangeDetectionDto.PointFeature> result =
+        list.stream()
+            .map(
+                data -> {
+                  String geoJson = data.getGeometry();
+                  JsonNode jsonNode;
+                  try {
+                    jsonNode = mapper.readTree(geoJson);
+                  } catch (JsonProcessingException e) {
+                    throw new RuntimeException(e);
+                  }
+
+                  return new ChangeDetectionDto.PointFeature(
+                      data.getType(), jsonNode, data.getProperties());
+                })
+            .collect(Collectors.toList());
+
+    return new ChangeDetectionDto.PointFeatureList("FeatureCollection", result);
+  }
+
+  @Override
+  public PolygonFeatureList getSelectedChangeDetectionPolygonListByPnu(
+      String chnDtctId, String pnu) {
+    BooleanBuilder builder = new BooleanBuilder();
+    builder.and(mapSheetLearnEntity.uid.eq(chnDtctId));
+    builder.and(pnuEntity.pnu.eq(pnu));
+
+    List<ChangeDetectionDto.PolygonQueryData> list =
+        queryFactory
+            .select(
+                Projections.constructor(
+                    ChangeDetectionDto.PolygonQueryData.class,
+                    Expressions.stringTemplate("{0}", "Feature"),
+                    Expressions.stringTemplate(
+                        "ST_AsGeoJSON({0})", mapSheetAnalDataInferenceGeomEntity.geom),
+                    mapSheetAnalDataInferenceGeomEntity.geoUid,
+                    mapSheetAnalDataInferenceGeomEntity.area,
+                    mapSheetAnalDataInferenceGeomEntity.compareYyyy,
+                    mapSheetAnalDataInferenceGeomEntity.classBeforeProb,
+                    mapSheetAnalDataInferenceGeomEntity.classBeforeCd.toUpperCase(),
+                    mapSheetAnalDataInferenceGeomEntity.targetYyyy,
+                    mapSheetAnalDataInferenceGeomEntity.classAfterProb,
+                    mapSheetAnalDataInferenceGeomEntity.classAfterCd.toUpperCase(),
+                    mapSheetAnalDataInferenceGeomEntity.cdProb))
+            .from(mapSheetAnalDataInferenceGeomEntity)
+            .innerJoin(mapSheetAnalDataInferenceEntity)
+            .on(mapSheetAnalDataInferenceGeomEntity.dataUid.eq(mapSheetAnalDataInferenceEntity.id))
+            .innerJoin(mapSheetAnalInferenceEntity)
+            .on(mapSheetAnalInferenceEntity.id.eq(mapSheetAnalDataInferenceEntity.analUid))
+            .innerJoin(mapSheetLearnEntity)
+            .on(mapSheetLearnEntity.id.eq(mapSheetAnalInferenceEntity.learnId))
+            .innerJoin(pnuEntity.geo, mapSheetAnalDataInferenceGeomEntity)
+            .where(builder)
+            .orderBy(mapSheetAnalDataInferenceGeomEntity.mapSheetNum.asc())
+            .fetch();
+
+    ObjectMapper mapper = new ObjectMapper();
+    List<ChangeDetectionDto.PolygonFeature> result =
+        list.stream()
+            .map(
+                data -> {
+                  String geoJson = data.getGeometry();
+                  JsonNode jsonNode;
+                  try {
+                    jsonNode = mapper.readTree(geoJson);
+                  } catch (JsonProcessingException e) {
+                    throw new RuntimeException(e);
+                  }
+
+                  ChangeDetectionDto.PolygonProperties properties =
+                      new ChangeDetectionDto.PolygonProperties(
+                          data.getGeoUid(),
+                          data.getArea(),
+                          data.getBeforeYear(),
+                          data.getBeforeConfidence(),
+                          data.getBeforeClass(),
+                          data.getAfterYear(),
+                          data.getAfterConfidence(),
+                          data.getAfterClass(),
+                          data.getCdProb(),
+                          data.getUuid(),
+                          data.getResultUid());
+
+                  return new ChangeDetectionDto.PolygonFeature(
+                      data.getType(), jsonNode, properties);
+                })
+            .collect(Collectors.toList());
+
+    ChangeDetectionDto.PolygonFeatureList polygonList = new ChangeDetectionDto.PolygonFeatureList();
+    polygonList.setType("FeatureCollection");
+    polygonList.setFeatures(result);
+    return polygonList;
+  }
+
+  @Override
+  public PointFeatureList getSelectedChangeDetectionPointListByPnu(String chnDtctId, String pnu) {
+    BooleanBuilder builder = new BooleanBuilder();
+    builder.and(mapSheetLearnEntity.uid.eq(chnDtctId));
+    builder.and(pnuEntity.pnu.eq(pnu));
+
+    List<ChangeDetectionDto.PointQueryData> list =
+        queryFactory
+            .select(
+                Projections.constructor(
+                    ChangeDetectionDto.PointQueryData.class,
+                    Expressions.stringTemplate("{0}", "Feature"),
+                    Expressions.stringTemplate(
+                        "ST_AsGeoJSON({0})",
+                        mapSheetAnalDataInferenceGeomEntity.geomCenter), // point
+                    Projections.constructor(
+                        ChangeDetectionDto.PointProperties.class,
+                        mapSheetAnalDataInferenceGeomEntity.geoUid,
+                        mapSheetAnalDataInferenceGeomEntity.classAfterCd.toUpperCase())))
+            .from(mapSheetAnalDataInferenceGeomEntity)
+            .innerJoin(mapSheetAnalDataInferenceEntity)
+            .on(mapSheetAnalDataInferenceGeomEntity.dataUid.eq(mapSheetAnalDataInferenceEntity.id))
+            .innerJoin(mapSheetAnalInferenceEntity)
+            .on(mapSheetAnalInferenceEntity.id.eq(mapSheetAnalDataInferenceEntity.analUid))
+            .innerJoin(mapSheetLearnEntity)
+            .on(mapSheetLearnEntity.id.eq(mapSheetAnalInferenceEntity.learnId))
+            .innerJoin(pnuEntity.geo, mapSheetAnalDataInferenceGeomEntity)
+            .where(builder)
+            .fetch();
+
+    ObjectMapper mapper = new ObjectMapper();
+    List<ChangeDetectionDto.PointFeature> result =
+        list.stream()
+            .map(
+                data -> {
+                  String geoJson = data.getGeometry();
+                  JsonNode jsonNode;
+                  try {
+                    jsonNode = mapper.readTree(geoJson);
+                  } catch (JsonProcessingException e) {
+                    throw new RuntimeException(e);
+                  }
+
+                  return new ChangeDetectionDto.PointFeature(
+                      data.getType(), jsonNode, data.getProperties());
+                })
+            .collect(Collectors.toList());
+
+    return new ChangeDetectionDto.PointFeatureList("FeatureCollection", result);
+  }
+
+  @Override
+  public Optional<UUID> getLearnUuid(String chnDtctId) {
+    return Optional.ofNullable(
+        queryFactory
+            .select(mapSheetAnalInferenceEntity.uuid)
+            .from(mapSheetLearnEntity)
+            .innerJoin(mapSheetAnalInferenceEntity)
+            .on(mapSheetAnalInferenceEntity.learnId.eq(mapSheetLearnEntity.id))
+            .where(mapSheetLearnEntity.uid.eq(chnDtctId))
+            .fetchOne());
+  }
 }

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

@@ -1,11 +1,12 @@
 package com.kamco.cd.kamcoback.postgres.repository.gukyuin;
 
 import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinDto.GeomUidDto;
+import java.time.LocalDate;
 import java.util.List;
 
 public interface GukYuinLabelJobRepositoryCustom {
 
-  List<GeomUidDto> findYesterdayLabelingCompleteList();
+  List<GeomUidDto> findYesterdayLabelingCompleteList(LocalDate baseDate);
 
   void updateAnalDataInferenceGeomSendDttm(Long geoUid);
 }

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

@@ -13,6 +13,7 @@ import com.querydsl.core.types.dsl.BooleanExpression;
 import com.querydsl.jpa.impl.JPAQueryFactory;
 import jakarta.persistence.EntityManager;
 import jakarta.persistence.PersistenceContext;
+import java.time.LocalDate;
 import java.time.ZoneId;
 import java.time.ZonedDateTime;
 import java.util.List;
@@ -27,16 +28,21 @@ public class GukYuinLabelJobRepositoryImpl implements GukYuinLabelJobRepositoryC
   @PersistenceContext private EntityManager em;
 
   @Override
-  public List<GeomUidDto> findYesterdayLabelingCompleteList() {
+  public List<GeomUidDto> findYesterdayLabelingCompleteList(LocalDate baseDate) {
     ZoneId zone = ZoneId.of("Asia/Seoul");
-    ZonedDateTime todayStart = ZonedDateTime.now(zone).toLocalDate().atStartOfDay(zone);
-    ZonedDateTime yesterdayStart = todayStart.minusDays(1);
 
-    BooleanExpression isYesterday =
+    // baseDate가 null이면 기존처럼 "어제"로 처리
+    LocalDate targetDate =
+        (baseDate != null) ? baseDate : ZonedDateTime.now(zone).toLocalDate().minusDays(1);
+
+    ZonedDateTime targetStart = targetDate.atStartOfDay(zone);
+    ZonedDateTime nextStart = targetStart.plusDays(1);
+
+    BooleanExpression inTargetDay =
         labelingAssignmentEntity
             .inspectStatDttm
-            .goe(yesterdayStart)
-            .and(labelingAssignmentEntity.inspectStatDttm.lt(todayStart));
+            .goe(targetStart)
+            .and(labelingAssignmentEntity.inspectStatDttm.lt(nextStart));
 
     return queryFactory
         .select(
@@ -56,7 +62,7 @@ public class GukYuinLabelJobRepositoryImpl implements GukYuinLabelJobRepositoryC
             mapSheetAnalInferenceEntity.learnId.eq(mapSheetLearnEntity.id),
             mapSheetLearnEntity.applyStatus.in(
                 GukYuinStatus.GUK_COMPLETED.getId(), GukYuinStatus.PNU_COMPLETED.getId()))
-        .where(labelingAssignmentEntity.inspectState.eq(InspectState.COMPLETE.getId()), isYesterday)
+        .where(labelingAssignmentEntity.inspectState.eq(InspectState.COMPLETE.getId()), inTargetDay)
         .fetch();
   }
 

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

@@ -53,8 +53,9 @@ public class GukYuinPnuJobRepositoryImpl implements GukYuinPnuJobRepositoryCusto
       if (entity == null) {
         queryFactory
             .insert(pnuEntity)
-            .columns(pnuEntity.geo.geoUid, pnuEntity.pnu, pnuEntity.createdDttm)
-            .values(geoUid, pnu, ZonedDateTime.now())
+            .columns(
+                pnuEntity.geo.geoUid, pnuEntity.pnu, pnuEntity.createdDttm, pnuEntity.chnDtctObjtId)
+            .values(geoUid, pnu, ZonedDateTime.now(), chnDtctObjtId)
             .execute();
       }
     }

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

@@ -39,4 +39,10 @@ public interface GukYuinRepositoryCustom {
   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

@@ -13,6 +13,7 @@ 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;
@@ -204,6 +205,7 @@ public class GukYuinRepositoryImpl implements GukYuinRepositoryCustom {
         .update(mapSheetAnalInferenceEntity)
         .set(mapSheetAnalInferenceEntity.gukyuinUsed, "Y")
         .set(mapSheetAnalInferenceEntity.gukyuinApplyDttm, ZonedDateTime.now())
+        .set(mapSheetAnalInferenceEntity.stage, Integer.parseInt(registRes.getChnDtctSno()))
         .where(mapSheetAnalInferenceEntity.learnId.eq(learnId))
         .execute();
   }
@@ -283,6 +285,39 @@ public class GukYuinRepositoryImpl implements GukYuinRepositoryCustom {
         .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.END.getId())
+        .set(mapSheetLearnEntity.applyStatusDttm, ZonedDateTime.now())
+        .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) {

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

@@ -1,5 +1,6 @@
 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;
@@ -12,4 +13,6 @@ public interface GukYuinStbltJobRepositoryCustom {
   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

@@ -6,6 +6,8 @@ import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalInferenceEntit
 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;
@@ -15,6 +17,7 @@ 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;
@@ -44,7 +47,7 @@ public class GukYuinStbltJobRepositoryImpl implements GukYuinStbltJobRepositoryC
         .on(mapSheetAnalDataInferenceEntity.id.eq(mapSheetAnalDataInferenceGeomEntity.dataUid))
         .where(
             mapSheetLearnEntity.applyStatus.eq(GukYuinStatus.PNU_COMPLETED.getId()),
-            mapSheetAnalDataInferenceGeomEntity.pnu.isNotNull(),
+            mapSheetAnalDataInferenceGeomEntity.pnu.gt(0),
             mapSheetAnalDataInferenceGeomEntity.fitState.isNull())
         .groupBy(mapSheetLearnEntity.id, mapSheetLearnEntity.uid, mapSheetLearnEntity.chnDtctMstId)
         .having(mapSheetAnalDataInferenceGeomEntity.geoUid.count().gt(1L))
@@ -64,54 +67,21 @@ public class GukYuinStbltJobRepositoryImpl implements GukYuinStbltJobRepositoryC
       PnuEntity pnuEt =
           queryFactory
               .selectFrom(pnuEntity)
-              .where(pnuEntity.pnu.eq(stbltDto.getPnu()), pnuEntity.chnDtctObjtId.eq(resultUid))
-              .fetchOne();
-      if (pnuEt != null) {
-        // update
-        queryFactory
-            .update(pnuEntity)
-            .set(pnuEntity.pnuDtctId, stbltDto.getPnuDtctId())
-            .set(pnuEntity.lrmSyncYmd, stbltDto.getLrmSyncYmd())
-            .set(pnuEntity.pnuSyncYmd, stbltDto.getPnuSyncYmd())
-            .set(pnuEntity.mpqdNo, stbltDto.getMpqdNo())
-            .set(pnuEntity.cprsYr, stbltDto.getCprsYr())
-            .set(pnuEntity.crtrYr, stbltDto.getCrtrYr())
-            .set(pnuEntity.chnDtctId, stbltDto.getChnDtctId())
-            .set(pnuEntity.chnDtctMstId, stbltDto.getChnDtctMstId())
-            .set(pnuEntity.chnDtctObjtId, stbltDto.getChnDtctObjtId())
-            .set(pnuEntity.chnDtctContId, stbltDto.getChnDtctContId())
-            .set(pnuEntity.chnCd, stbltDto.getChnCd())
-            .set(pnuEntity.chnDtctProb, stbltDto.getChnDtctProb())
-            .set(pnuEntity.bfClsCd, stbltDto.getBfClsCd())
-            .set(pnuEntity.bfClsProb, stbltDto.getBfClsProb())
-            .set(pnuEntity.afClsCd, stbltDto.getAfClsCd())
-            .set(pnuEntity.afClsProb, stbltDto.getAfClsProb())
-            .set(pnuEntity.pnuSqms, stbltDto.getPnuSqms())
-            .set(pnuEntity.pnuDtctSqms, stbltDto.getPnuDtctSqms())
-            .set(pnuEntity.chnDtctSqms, stbltDto.getChnDtctSqms())
-            .set(pnuEntity.stbltYn, stbltDto.getStbltYn())
-            .set(pnuEntity.incyCd, stbltDto.getIncyCd())
-            .set(pnuEntity.incyRsnCont, stbltDto.getIncyRsnCont())
-            .where(
-                pnuEntity.geo.geoUid.eq(geomEntity.getGeoUid()),
-                pnuEntity.chnDtctObjtId.eq(resultUid))
-            .execute();
-      } else {
-        // insert
-      }
-    }
-    //    queryFactory
-    //      .update(mapSheetAnalDataInferenceGeomEntity)
-    //      .set(
-    //        mapSheetAnalDataInferenceGeomEntity.fitState,
-    //        stbltDto.getStbltYn().equals("Y") ? ImageryFitStatus.FIT.getId() :
-    // ImageryFitStatus.UNFIT.getId())
-    //      .set(mapSheetAnalDataInferenceGeomEntity.fitStateDttm, ZonedDateTime.now())
-    //      .set(mapSheetAnalDataInferenceGeomEntity.lockYn, stbltDto.getLockYn())
-    //      .where(mapSheetAnalDataInferenceGeomEntity.resultUid.eq(resultUid))
-    //      .execute();
+              .where(pnuEntity.chnDtctObjtId.eq(resultUid))
+              .fetchFirst();
 
-    // TODO
+      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
@@ -121,4 +91,19 @@ public class GukYuinStbltJobRepositoryImpl implements GukYuinStbltJobRepositoryC
         .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 +106,13 @@ public interface LabelAllocateRepositoryCustom {
   void updateAnalInferenceMngState(UUID uuid, String status);
 
   Long findLabelingIngProcessCnt();
+
+  InferenceLearnDto findLabelingIngProcessId(UUID uuid);
+
+  Optional<String> findLearnUid(UUID uuid);
+
+  List<AllocateInfoDto> fetchNextIdsAddStbltYn(
+      UUID uuid, LocalDate baseDate, Long lastId, Long totalCnt);
+
+  Long findAllocateAddCnt(UUID uuid, LocalDate baseDate);
 }

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 +1827,85 @@ 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());
+  }
+
+  @Override
+  public List<AllocateInfoDto> fetchNextIdsAddStbltYn(
+      UUID uuid, LocalDate baseDate, Long lastId, Long totalCnt) {
+    ZoneId zone = ZoneId.of("Asia/Seoul"); // 기준 타임존 명확히
+    ZonedDateTime nextDayStart = baseDate.plusDays(1).atStartOfDay(zone);
+
+    return queryFactory
+        .select(
+            Projections.constructor(
+                AllocateInfoDto.class,
+                mapSheetAnalDataInferenceGeomEntity.geoUid,
+                mapSheetAnalDataInferenceGeomEntity.mapSheetNum,
+                mapSheetAnalDataInferenceGeomEntity.pnu))
+        .from(mapSheetAnalInferenceEntity)
+        .innerJoin(mapSheetAnalDataInferenceEntity)
+        .on(mapSheetAnalInferenceEntity.id.eq(mapSheetAnalDataInferenceEntity.analUid))
+        .innerJoin(mapSheetAnalDataInferenceGeomEntity)
+        .on(
+            mapSheetAnalDataInferenceEntity.id.eq(mapSheetAnalDataInferenceGeomEntity.dataUid),
+            mapSheetAnalDataInferenceGeomEntity.pnu.gt(0),
+            mapSheetAnalDataInferenceGeomEntity.fitState.eq(ImageryFitStatus.UNFIT.getId()),
+            mapSheetAnalDataInferenceGeomEntity.fitStateDttm.lt(nextDayStart),
+            mapSheetAnalDataInferenceGeomEntity.labelState.isNull())
+        .where(
+            mapSheetAnalInferenceEntity.uuid.eq(uuid),
+            lastId == null ? null : mapSheetAnalDataInferenceGeomEntity.geoUid.gt(lastId))
+        .orderBy(mapSheetAnalDataInferenceGeomEntity.mapSheetNum.asc())
+        .limit(totalCnt)
+        .fetch();
+  }
+
+  @Override
+  public Long findAllocateAddCnt(UUID uuid, LocalDate baseDate) {
+    ZoneId zone = ZoneId.of("Asia/Seoul"); // 기준 타임존 명확히
+    ZonedDateTime nextDayStart = baseDate.plusDays(1).atStartOfDay(zone);
+
+    return queryFactory
+        .select(mapSheetAnalDataInferenceGeomEntity.geoUid.count())
+        .from(mapSheetAnalInferenceEntity)
+        .innerJoin(mapSheetAnalDataInferenceEntity)
+        .on(mapSheetAnalInferenceEntity.id.eq(mapSheetAnalDataInferenceEntity.analUid))
+        .innerJoin(mapSheetAnalDataInferenceGeomEntity)
+        .on(
+            mapSheetAnalDataInferenceEntity.id.eq(mapSheetAnalDataInferenceGeomEntity.dataUid),
+            mapSheetAnalDataInferenceGeomEntity.pnu.gt(0),
+            mapSheetAnalDataInferenceGeomEntity.fitState.eq(ImageryFitStatus.UNFIT.getId()),
+            mapSheetAnalDataInferenceGeomEntity.fitStateDttm.lt(nextDayStart),
+            mapSheetAnalDataInferenceGeomEntity.labelState.isNull())
+        .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/MapLayerRepositoryImpl.java

@@ -46,6 +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()));
@@ -57,6 +58,7 @@ public class MapLayerRepositoryImpl implements MapLayerRepositoryCustom {
             Projections.constructor(
                 LayerDto.Basic.class,
                 mapLayerEntity.uuid,
+                mapLayerEntity.layerName,
                 mapLayerEntity.layerType,
                 mapLayerEntity.description,
                 mapLayerEntity.tag,
@@ -101,6 +103,7 @@ public class MapLayerRepositoryImpl implements MapLayerRepositoryCustom {
         .select(
             Projections.constructor(
                 LayerMapDto.class,
+                mapLayerEntity.layerName,
                 mapLayerEntity.layerType,
                 mapLayerEntity.tag,
                 mapLayerEntity.order,
@@ -139,8 +142,8 @@ public class MapLayerRepositoryImpl implements MapLayerRepositoryCustom {
                 Projections.constructor(
                     LayerDto.TileUrlDto.class,
                     mapSheetMngTileEntity.mngYyyy,
-                    mapSheetMngTileEntity.tag,
                     mapSheetMngTileEntity.url,
+                    mapSheetMngTileEntity.tag,
                     mapSheetMngTileEntity.minLon,
                     mapSheetMngTileEntity.minLat,
                     mapSheetMngTileEntity.maxLon,
@@ -165,8 +168,8 @@ public class MapLayerRepositoryImpl implements MapLayerRepositoryCustom {
                 Projections.constructor(
                     LayerDto.TileUrlDto.class,
                     mapSheetMngTileEntity.mngYyyy,
-                    mapSheetMngTileEntity.tag,
                     mapSheetMngTileEntity.url,
+                    mapSheetMngTileEntity.tag,
                     mapSheetMngTileEntity.minLon,
                     mapSheetMngTileEntity.minLat,
                     mapSheetMngTileEntity.maxLon,
@@ -199,8 +202,8 @@ public class MapLayerRepositoryImpl implements MapLayerRepositoryCustom {
             Projections.constructor(
                 LayerDto.TileUrlDto.class,
                 mapSheetMngTileEntity.mngYyyy,
-                mapSheetMngTileEntity.tag,
                 mapSheetMngTileEntity.url,
+                mapSheetMngTileEntity.tag,
                 mapSheetMngTileEntity.minLon,
                 mapSheetMngTileEntity.minLat,
                 mapSheetMngTileEntity.maxLon,

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

@@ -2,6 +2,7 @@ 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.inference.dto.InferenceResultDto.MapSheetFallbackYearDto;
 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;
@@ -63,6 +64,12 @@ public interface MapSheetMngRepositoryCustom {
 
   List<MapSheetMngDto.MngFilesDto> findByHstUidMapSheetFileList(Long hstUid);
 
+  /**
+   * 변화탐지 실행 가능 기준 연도 조회
+   *
+   * @param req 조회 연도, 도엽번호 목록,
+   * @return
+   */
   List<MngListDto> findByHstMapSheetTargetList(InferenceResultDto.RegReq req);
 
   List<MngListDto> findByHstMapSheetTargetList(int mngYyyy, List<String> mapIds);
@@ -80,4 +87,9 @@ public interface MapSheetMngRepositoryCustom {
   void updateMapSheetMngHstUploadId(Long hstUid, UUID uuid, String uploadId);
 
   void insertMapSheetMngTile(@Valid AddReq addReq);
+
+  List<MapSheetMngHstEntity> getMapSheetMngHst(Integer year);
+
+  List<MapSheetFallbackYearDto> findFallbackCompareYearByMapSheets(
+      Integer year, List<String> mapIds);
 }

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

@@ -5,12 +5,14 @@ import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetMngEntity.mapSheet
 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.QMapSheetMngYearYnEntity.mapSheetMngYearYnEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QYearEntity.yearEntity;
 import static com.querydsl.core.types.dsl.Expressions.nullExpression;
 
 import com.kamco.cd.kamcoback.common.enums.CommonUseStatus;
 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.MapSheetFallbackYearDto;
 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;
@@ -1099,4 +1101,44 @@ public class MapSheetMngRepositoryImpl extends QuerydslRepositorySupport
                 "{0} like '%" + searchReq.getSearchValue() + "%'",
                 mapSheetMngHstEntity.mapSheetNum));
   }
+
+  @Override
+  public List<MapSheetMngHstEntity> getMapSheetMngHst(Integer year) {
+    return queryFactory
+        .select(mapSheetMngHstEntity)
+        .from(mapSheetMngHstEntity)
+        .innerJoin(mapSheetMngFileEntity)
+        .on(mapSheetMngFileEntity.hstUid.eq(mapSheetMngHstEntity.hstUid))
+        .where(
+            mapSheetMngHstEntity
+                .mngYyyy
+                .eq(year)
+                .and(
+                    mapSheetMngHstEntity
+                        .syncState
+                        .eq("DONE")
+                        .or(mapSheetMngHstEntity.syncCheckState.eq("DONE")))
+                .and(mapSheetMngFileEntity.fileExt.eq("tif")))
+        .fetch();
+  }
+
+  @Override
+  public List<MapSheetFallbackYearDto> findFallbackCompareYearByMapSheets(
+      Integer year, List<String> mapIds) {
+    BooleanBuilder builder = new BooleanBuilder();
+    builder.and(mapSheetMngYearYnEntity.id.mapSheetNum.in(mapIds));
+    builder.and(mapSheetMngYearYnEntity.id.mngYyyy.lt(year));
+    builder.and(mapSheetMngYearYnEntity.yn.eq("Y"));
+
+    return queryFactory
+        .select(
+            Projections.constructor(
+                MapSheetFallbackYearDto.class,
+                mapSheetMngYearYnEntity.id.mapSheetNum,
+                mapSheetMngYearYnEntity.id.mngYyyy.max()))
+        .from(mapSheetMngYearYnEntity)
+        .where(builder)
+        .groupBy(mapSheetMngYearYnEntity.id.mapSheetNum)
+        .fetch();
+  }
 }

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

@@ -1,10 +1,14 @@
 package com.kamco.cd.kamcoback.postgres.repository.mapsheet;
 
 import com.kamco.cd.kamcoback.mapsheet.dto.MapSheetMngDto.MngListCompareDto;
+import com.kamco.cd.kamcoback.scheduler.dto.MapSheetMngDto.YearMinMax;
 import java.util.List;
 
 public interface MapSheetMngYearRepositoryCustom {
+
   void saveFileInfo();
 
   List<MngListCompareDto> findByHstMapSheetCompareList(int mngYyyy, List<String> mapIds);
+
+  YearMinMax findYearMinMaxInfo();
 }

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

@@ -1,7 +1,10 @@
 package com.kamco.cd.kamcoback.postgres.repository.mapsheet;
 
+import static com.kamco.cd.kamcoback.postgres.entity.QYearEntity.yearEntity;
+
 import com.kamco.cd.kamcoback.mapsheet.dto.MapSheetMngDto.MngListCompareDto;
 import com.kamco.cd.kamcoback.postgres.entity.QMapSheetMngYearYnEntity;
+import com.kamco.cd.kamcoback.scheduler.dto.MapSheetMngDto.YearMinMax;
 import com.querydsl.core.types.Projections;
 import com.querydsl.core.types.dsl.Expressions;
 import com.querydsl.core.types.dsl.StringExpression;
@@ -26,52 +29,52 @@ public class MapSheetMngYearRepositoryImpl implements MapSheetMngYearRepositoryC
 
     String sql =
         """
-      WITH bounds AS (
+        WITH bounds AS (
+          SELECT
+            map_sheet_num,
+            MIN(mng_yyyy::int) AS min_y,
+            MAX(mng_yyyy::int) AS max_y
+          FROM tb_map_sheet_mng_files
+          GROUP BY map_sheet_num
+        ),
+        years AS (
+          SELECT
+            b.map_sheet_num,
+            gs.y AS mng_yyyy
+          FROM bounds b
+          CROSS JOIN LATERAL generate_series(b.min_y, b.max_y) AS gs(y)
+        ),
+        exist AS (
+          SELECT DISTINCT
+            map_sheet_num,
+            mng_yyyy::int AS mng_yyyy
+          FROM tb_map_sheet_mng_files
+        ),
+        src AS (
+          SELECT
+            y.map_sheet_num,
+            y.mng_yyyy,
+            CASE
+              WHEN e.map_sheet_num IS NULL THEN 'N'
+              ELSE 'Y'
+            END AS yn
+          FROM years y
+          LEFT JOIN exist e
+            ON e.map_sheet_num = y.map_sheet_num
+           AND e.mng_yyyy     = y.mng_yyyy
+        )
+        INSERT INTO tb_map_sheet_mng_year_yn
+          (map_sheet_num, mng_yyyy, yn)
         SELECT
           map_sheet_num,
-          MIN(mng_yyyy::int) AS min_y,
-          MAX(mng_yyyy::int) AS max_y
-        FROM tb_map_sheet_mng_files
-        GROUP BY map_sheet_num
-      ),
-      years AS (
-        SELECT
-          b.map_sheet_num,
-          gs.y AS mng_yyyy
-        FROM bounds b
-        CROSS JOIN LATERAL generate_series(b.min_y, b.max_y) AS gs(y)
-      ),
-      exist AS (
-        SELECT DISTINCT
-          map_sheet_num,
-          mng_yyyy::int AS mng_yyyy
-        FROM tb_map_sheet_mng_files
-      ),
-      src AS (
-        SELECT
-          y.map_sheet_num,
-          y.mng_yyyy,
-          CASE
-            WHEN e.map_sheet_num IS NULL THEN 'N'
-            ELSE 'Y'
-          END AS yn
-        FROM years y
-        LEFT JOIN exist e
-          ON e.map_sheet_num = y.map_sheet_num
-         AND e.mng_yyyy     = y.mng_yyyy
-      )
-      INSERT INTO tb_map_sheet_mng_year_yn
-        (map_sheet_num, mng_yyyy, yn)
-      SELECT
-        map_sheet_num,
-        mng_yyyy,
-        yn
-      FROM src
-      ON CONFLICT (map_sheet_num, mng_yyyy)
-      DO UPDATE SET
-        yn = EXCLUDED.yn,
-        updated_dttm = now()
-      """;
+          mng_yyyy,
+          yn
+        FROM src
+        ON CONFLICT (map_sheet_num, mng_yyyy)
+        DO UPDATE SET
+          yn = EXCLUDED.yn,
+          updated_dttm = now()
+        """;
 
     em.createNativeQuery(sql).executeUpdate();
   }
@@ -98,4 +101,13 @@ public class MapSheetMngYearRepositoryImpl implements MapSheetMngYearRepositoryC
         .groupBy(y.id.mapSheetNum)
         .fetch();
   }
+
+  @Override
+  public YearMinMax findYearMinMaxInfo() {
+    return queryFactory
+        .select(
+            Projections.constructor(YearMinMax.class, yearEntity.yyyy.min(), yearEntity.yyyy.max()))
+        .from(yearEntity)
+        .fetchOne();
+  }
 }

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

@@ -20,7 +20,12 @@ public interface MapSheetMngFileJobRepositoryCustom {
 
   public Integer findNotYetMapSheetMng();
 
-  public Long findByHstMapSheetBeforeYyyyListCount(int strtYyyy, int endYyyy, String mapSheetNum);
+  public Long findByHstMapSheetBeforeYyyyListCount(
+      int mngYyyy, int strtYyyy, int endYyyy, String mapSheetNum);
 
   public void updateException5kMapSheet(String mapSheetNum, CommonUseStatus commonUseStatus);
+
+  Long findMngYyyyCnt(Integer mngYyyy);
+
+  Long findMapSheetUseExceptCnt(String mapSheetNum);
 }

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

@@ -233,7 +233,8 @@ public class MapSheetMngFileJobRepositoryImpl extends QuerydslRepositorySupport
   }
 
   @Override
-  public Long findByHstMapSheetBeforeYyyyListCount(int strtYyyy, int endYyyy, String mapSheetNum) {
+  public Long findByHstMapSheetBeforeYyyyListCount(
+      int mngYyyy, int strtYyyy, int endYyyy, String mapSheetNum) {
 
     Long countQuery =
         queryFactory
@@ -244,8 +245,8 @@ public class MapSheetMngFileJobRepositoryImpl extends QuerydslRepositorySupport
                     .mngYyyy
                     .goe(strtYyyy)
                     .and(mapSheetMngHstEntity.mngYyyy.loe(endYyyy))
+                    .and(mapSheetMngHstEntity.mngYyyy.ne(mngYyyy))
                     .and(mapSheetMngHstEntity.mapSheetNum.eq(mapSheetNum))
-                    .and(mapSheetMngHstEntity.useInference.eq("USE"))
                     .and(
                         mapSheetMngHstEntity
                             .syncState
@@ -266,4 +267,26 @@ public class MapSheetMngFileJobRepositoryImpl extends QuerydslRepositorySupport
             .where(mapInkx5kEntity.mapidcdNo.eq(mapSheetNum))
             .execute();
   }
+
+  @Override
+  public Long findMngYyyyCnt(Integer mngYyyy) {
+    return queryFactory
+        .select(mapSheetMngEntity.mngYyyy.count())
+        .from(mapSheetMngEntity)
+        .where(mapSheetMngEntity.mngYyyy.ne(mngYyyy))
+        .fetchOne();
+  }
+
+  @Override
+  public Long findMapSheetUseExceptCnt(String mapSheetNum) {
+    return queryFactory
+        .select(
+            new CaseBuilder()
+                .when(mapInkx5kEntity.useInference.eq(CommonUseStatus.USE))
+                .then(1L)
+                .otherwise(0L))
+        .from(mapInkx5kEntity)
+        .where(mapInkx5kEntity.mapidcdNo.eq(mapSheetNum))
+        .fetchOne();
+  }
 }

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

@@ -2,12 +2,13 @@ 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.time.LocalDate;
 import java.util.List;
 import java.util.UUID;
 
 public interface TrainingDataLabelJobRepositoryCustom {
 
-  List<Tasks> findCompletedYesterdayUnassigned();
+  List<Tasks> findCompletedYesterdayUnassigned(LocalDate baseDate);
 
   List<InspectorPendingDto> findInspectorPendingByRound(Long analUid);
 

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

@@ -14,6 +14,7 @@ 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.LocalDate;
 import java.time.ZoneId;
 import java.time.ZonedDateTime;
 import java.util.List;
@@ -34,16 +35,23 @@ public class TrainingDataLabelJobRepositoryImpl extends QuerydslRepositorySuppor
   }
 
   @Override
-  public List<Tasks> findCompletedYesterdayUnassigned() {
+  public List<Tasks> findCompletedYesterdayUnassigned(LocalDate baseDate) {
     ZoneId zone = ZoneId.of("Asia/Seoul");
-    ZonedDateTime todayStart = ZonedDateTime.now(zone).toLocalDate().atStartOfDay(zone);
-    ZonedDateTime yesterdayStart = todayStart.minusDays(1);
+
+    // baseDate가 null이면 "어제"를 타겟으로, 아니면 baseDate
+    LocalDate targetDate = (baseDate != null) ? baseDate : LocalDate.now(zone).minusDays(1);
+
+    // end: targetDate + 1일 00:00
+    ZonedDateTime baseStart = targetDate.plusDays(1).atStartOfDay(zone);
+
+    // start: targetDate 00:00
+    ZonedDateTime yesterdayStart = baseStart.minusDays(1);
 
     BooleanExpression isYesterday =
         labelingAssignmentEntity
             .workStatDttm
             .goe(yesterdayStart)
-            .and(labelingAssignmentEntity.workStatDttm.lt(todayStart));
+            .and(labelingAssignmentEntity.workStatDttm.lt(baseStart));
 
     return queryFactory
         .select(

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

@@ -3,13 +3,15 @@ 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 java.time.LocalDate;
 import java.util.List;
 
 public interface TrainingDataReviewJobRepositoryCustom {
 
-  List<CompleteLabelData> findCompletedYesterdayLabelingList(Long analUid, String mapSheetNum);
+  List<CompleteLabelData> findCompletedYesterdayLabelingList(
+      Long analUid, String mapSheetNum, LocalDate baseDate);
 
-  List<AnalMapSheetList> findCompletedAnalMapSheetList(Long analUid);
+  List<AnalMapSheetList> findCompletedAnalMapSheetList(Long analUid, LocalDate baseDate);
 
   List<AnalCntInfo> findAnalCntInfoList();
 

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

@@ -7,6 +7,7 @@ import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetLearnEntity.mapShe
 
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.InspectState;
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelMngState;
+import com.kamco.cd.kamcoback.model.dto.ModelMngDto.ModelType;
 import com.kamco.cd.kamcoback.postgres.entity.LabelingAssignmentEntity;
 import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.AnalCntInfo;
 import com.kamco.cd.kamcoback.scheduler.dto.TrainingDataReviewJobDto.AnalMapSheetList;
@@ -40,12 +41,13 @@ public class TrainingDataReviewJobRepositoryImpl extends QuerydslRepositorySuppo
 
   @Override
   public List<CompleteLabelData> findCompletedYesterdayLabelingList(
-      Long analUid, String mapSheetNum) {
+      Long analUid, String mapSheetNum, LocalDate baseDate) {
     ZoneId zoneId = ZoneId.of("Asia/Seoul");
 
-    // 오늘 날짜 (시간 없음)
-    LocalDate today = LocalDate.now(zoneId);
-    ZonedDateTime end = today.atStartOfDay(zoneId); // 오늘 00:00
+    // baseDate가 null이면 기존처럼 오늘 기준
+    LocalDate targetDate = (baseDate != null) ? baseDate : LocalDate.now(zoneId);
+
+    ZonedDateTime end = targetDate.plusDays(1).atStartOfDay(zoneId);
 
     return queryFactory
         .select(
@@ -58,10 +60,10 @@ public class TrainingDataReviewJobRepositoryImpl extends QuerydslRepositorySuppo
                     Properties.class,
                     new CaseBuilder()
                         .when(mapSheetLearnDataGeomEntity.classAfterCd.in("building", "container"))
-                        .then("M1")
+                        .then(ModelType.G1.getId())
                         .when(mapSheetLearnDataGeomEntity.classAfterCd.eq("waste"))
-                        .then("M2")
-                        .otherwise("M3"),
+                        .then(ModelType.G2.getId())
+                        .otherwise(ModelType.G3.getId()),
                     mapSheetLearnDataGeomEntity.classBeforeCd,
                     mapSheetLearnDataGeomEntity.classAfterCd)))
         .from(labelingAssignmentEntity)
@@ -76,10 +78,13 @@ public class TrainingDataReviewJobRepositoryImpl extends QuerydslRepositorySuppo
   }
 
   @Override
-  public List<AnalMapSheetList> findCompletedAnalMapSheetList(Long analUid) {
+  public List<AnalMapSheetList> findCompletedAnalMapSheetList(Long analUid, LocalDate baseDate) {
     ZoneId zoneId = ZoneId.of("Asia/Seoul");
-    LocalDate today = LocalDate.now(zoneId);
-    ZonedDateTime end = today.atStartOfDay(zoneId); // 오늘 00:00
+
+    // baseDate가 null이면 기존처럼 오늘 기준
+    LocalDate targetDate = (baseDate != null) ? baseDate : LocalDate.now(zoneId);
+
+    ZonedDateTime end = targetDate.plusDays(1).atStartOfDay(zoneId);
 
     return queryFactory
         .select(

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

@@ -10,6 +10,7 @@ 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;
@@ -119,6 +120,7 @@ public class TrainingDataLabelRepositoryImpl extends QuerydslRepositorySupport
             .orderBy(
                 mapSheetAnalInferenceEntity.targetYyyy.asc(),
                 mapSheetAnalInferenceEntity.compareYyyy.asc(),
+                labelingAssignmentEntity.assignGroupId.asc(),
                 labelingAssignmentEntity.createdDate.asc(),
                 labelingAssignmentEntity.inferenceGeomUid.asc())
             .fetch();
@@ -305,6 +307,10 @@ 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();
 
@@ -325,6 +331,10 @@ 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"))
@@ -353,6 +363,10 @@ 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(
@@ -492,6 +506,9 @@ public class TrainingDataLabelRepositoryImpl extends QuerydslRepositorySupport
                           mapSheetAnalDataInferenceGeomEntityEntity.getClassBeforeCd() != null
                               ? mapSheetAnalDataInferenceGeomEntityEntity.getClassBeforeCd()
                               : "")
+                      .classificationName(
+                          DetectionClassification.fromStrDesc(
+                              mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterCd()))
                       .probability(
                           mapSheetAnalDataInferenceGeomEntityEntity.getClassBeforeProb() != null
                               ? mapSheetAnalDataInferenceGeomEntityEntity.getClassBeforeProb()
@@ -503,6 +520,9 @@ public class TrainingDataLabelRepositoryImpl extends QuerydslRepositorySupport
                           mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterCd() != null
                               ? mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterCd()
                               : "")
+                      .classificationName(
+                          DetectionClassification.fromStrDesc(
+                              mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterCd()))
                       .probability(
                           mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterProb() != null
                               ? mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterProb()
@@ -524,12 +544,17 @@ 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 =
@@ -629,6 +654,7 @@ public class TrainingDataLabelRepositoryImpl extends QuerydslRepositorySupport
         queryFactory
             .select(
                 labelingAssignmentEntity.assignmentUid,
+                labelingAssignmentEntity.assignGroupId,
                 labelingAssignmentEntity.createdDate,
                 labelingAssignmentEntity.inferenceGeomUid,
                 mapSheetAnalInferenceEntity.targetYyyy,
@@ -647,6 +673,7 @@ public class TrainingDataLabelRepositoryImpl extends QuerydslRepositorySupport
             .orderBy(
                 mapSheetAnalInferenceEntity.targetYyyy.asc(),
                 mapSheetAnalInferenceEntity.compareYyyy.asc(),
+                labelingAssignmentEntity.assignGroupId.asc(),
                 labelingAssignmentEntity.createdDate.asc(),
                 labelingAssignmentEntity.inferenceGeomUid.asc())
             .limit(1)
@@ -661,6 +688,7 @@ public class TrainingDataLabelRepositoryImpl extends QuerydslRepositorySupport
     Long inferenceGeomUid = firstAssigned.get(labelingAssignmentEntity.inferenceGeomUid);
     Integer targetYyyy = firstAssigned.get(mapSheetAnalInferenceEntity.targetYyyy);
     Integer compareYyyy = firstAssigned.get(mapSheetAnalInferenceEntity.compareYyyy);
+    String assignGroupId = firstAssigned.get(labelingAssignmentEntity.assignGroupId);
 
     BooleanExpression beforeCondition =
         mapSheetAnalInferenceEntity
@@ -676,12 +704,20 @@ public class TrainingDataLabelRepositoryImpl extends QuerydslRepositorySupport
                     .targetYyyy
                     .eq(targetYyyy)
                     .and(mapSheetAnalInferenceEntity.compareYyyy.eq(compareYyyy))
+                    .and(labelingAssignmentEntity.assignGroupId.lt(assignGroupId)))
+            .or(
+                mapSheetAnalInferenceEntity
+                    .targetYyyy
+                    .eq(targetYyyy)
+                    .and(mapSheetAnalInferenceEntity.compareYyyy.eq(compareYyyy))
+                    .and(labelingAssignmentEntity.assignGroupId.eq(assignGroupId))
                     .and(labelingAssignmentEntity.createdDate.lt(createdDttm)))
             .or(
                 mapSheetAnalInferenceEntity
                     .targetYyyy
                     .eq(targetYyyy)
                     .and(mapSheetAnalInferenceEntity.compareYyyy.eq(compareYyyy))
+                    .and(labelingAssignmentEntity.assignGroupId.eq(assignGroupId))
                     .and(labelingAssignmentEntity.createdDate.eq(createdDttm))
                     .and(labelingAssignmentEntity.inferenceGeomUid.lt(inferenceGeomUid)));
 

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

@@ -11,6 +11,7 @@ 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;
@@ -24,7 +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;
@@ -314,6 +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();
 
@@ -334,6 +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"))
@@ -362,6 +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"),
@@ -483,7 +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 = "";
@@ -520,6 +532,9 @@ public class TrainingDataReviewRepositoryImpl extends QuerydslRepositorySupport
                           mapSheetAnalDataInferenceGeomEntityEntity.getClassBeforeCd() != null
                               ? mapSheetAnalDataInferenceGeomEntityEntity.getClassBeforeCd()
                               : "")
+                      .classificationName(
+                          DetectionClassification.fromStrDesc(
+                              mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterCd()))
                       .probability(
                           mapSheetAnalDataInferenceGeomEntityEntity.getClassBeforeProb() != null
                               ? mapSheetAnalDataInferenceGeomEntityEntity.getClassBeforeProb()
@@ -531,6 +546,9 @@ public class TrainingDataReviewRepositoryImpl extends QuerydslRepositorySupport
                           mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterCd() != null
                               ? mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterCd()
                               : "")
+                      .classificationName(
+                          DetectionClassification.fromStrDesc(
+                              mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterCd()))
                       .probability(
                           mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterProb() != null
                               ? mapSheetAnalDataInferenceGeomEntityEntity.getClassAfterProb()
@@ -553,11 +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 =