Merge pull request 'shp 테스트' (#160) from feat/infer_dev_260211 into develop

Reviewed-on: #160

.gitignore

@@ -60,6 +60,7 @@ Thumbs.db
 .env.*.local
 application-local.yml
 application-secret.yml
+metrics-collector/.env
 
 ### Docker (local testing) ###
 .dockerignore
@@ -72,3 +73,8 @@ docker-compose.override.yml
 *.swo
 *~
 !/CLAUDE.md
+
+### Metrics Collector ###
+metrics-collector/venv/
+metrics-collector/*.pid
+metrics-collector/wheels/

Dockerfile-prod

@@ -0,0 +1,29 @@
+# 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/*
+
+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"]

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
+      - /data:/kamco-nfs
-      - /mnt/nfs_share/model_output:/app/model-outputs
-      - /mnt/nfs_share/train_dataset:/app/train-dataset
-      - /mnt/nfs_share/tmp:/app/tmp
-      - /kamco-nfs:/kamco-nfs
     networks:
       - kamco-cds
     restart: unless-stopped

docker-compose-prod.yml

@@ -0,0 +1,44 @@
+services:
+  nginx:
+    image: nginx:alpine
+    container_name: kamco-cd-api-nginx
+    ports:
+      - "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=prod
+      - TZ=Asia/Seoul
+    volumes:
+      - /data:/kamco-nfs
+    networks:
+      - kamco-cds
+    restart: unless-stopped
+    healthcheck:
+      test: [ "CMD", "curl", "-f", "http://localhost:8080/monitor/health" ]
+      interval: 10s
+      timeout: 5s
+      retries: 5
+      start_period: 40s
+
+networks:
+  kamco-cds:
+    external: true

inference-table-index.sh

@@ -0,0 +1,47 @@
+#!/bin/bash
+
+#############################################
+# PostgreSQL INDEX CREATE SCRIPT
+# 에러 발생해도 계속 진행
+#############################################
+
+# set -e 제거 (중단 안함)
+
+# ===== 환경변수 체크 =====
+if [ -z "$DB_HOST" ] || [ -z "$DB_PORT" ] || [ -z "$DB_NAME" ] || [ -z "$DB_USER" ]; then
+  echo "DB 환경변수가 설정되지 않았습니다."
+  exit 1
+fi
+
+echo "========================================"
+echo "START INDEX CREATE"
+echo "TIME: $(date)"
+echo "========================================"
+
+run_index() {
+  echo "----------------------------------------"
+  echo "Running: $1"
+  psql -h $DB_HOST -p $DB_PORT -U $DB_USER -d $DB_NAME -c "$1"
+  echo "----------------------------------------"
+}
+
+run_index "CREATE INDEX CONCURRENTLY IF NOT EXISTS idx_files_uid_ext_state
+ON tb_map_sheet_mng_files (hst_uid, file_ext, file_state);"
+
+run_index "CREATE INDEX CONCURRENTLY IF NOT EXISTS idx_mng_files_hstuid_ext
+ON tb_map_sheet_mng_files (hst_uid, file_ext);"
+
+run_index "CREATE INDEX CONCURRENTLY IF NOT EXISTS idx_inkx_no_use
+ON tb_map_inkx_5k (mapidcd_no, use_inference);"
+
+run_index "CREATE INDEX CONCURRENTLY IF NOT EXISTS idx_inkx5k_mapidcd
+ON tb_map_inkx_5k (mapidcd_no);"
+
+run_index "CREATE INDEX CONCURRENTLY IF NOT EXISTS idx_hst_exec_sheetnum_yyyy_desc
+ON tb_map_sheet_mng_hst (map_sheet_num, mng_yyyy DESC);"
+
+echo "========================================"
+echo "END INDEX CREATE"
+echo "TIME: $(date)"
+echo "========================================"
+echo "모든 인덱스 시도 완료"

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

@@ -18,23 +18,25 @@ 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();
+  // JWT 필터를 타지 않게 할 URL 패턴들
   private static final String[] EXCLUDE_PATHS = {
     "/api/auth/signin", "/api/auth/refresh", "/api/auth/logout", "/api/members/*/password"
   };
+  private final JwtTokenProvider jwtTokenProvider;
+  private final UserDetailsService userDetailsService;
 
   @Override
   protected void doFilterInternal(
       HttpServletRequest request, HttpServletResponse response, FilterChain filterChain)
       throws ServletException, IOException {
 
+    // HTTP 요청 헤더에서 JWT 토큰 꺼내기
     String token = resolveToken(request);
 
+    // JWT 토큰을 검증하고, 인증된 사용자로 SecurityContext에 등록
     if (token != null && jwtTokenProvider.isValidToken(token)) {
       String username = jwtTokenProvider.getSubject(token);
-
       UserDetails userDetails = userDetailsService.loadUserByUsername(username);
       UsernamePasswordAuthenticationToken authentication =
           new UsernamePasswordAuthenticationToken(userDetails, null, userDetails.getAuthorities());
@@ -57,7 +59,7 @@ public class JwtAuthenticationFilter extends OncePerRequestFilter {
     return false;
   }
 
-  // /api/members/{memberId}/password
+  // HTTP 요청 헤더에서 JWT 토큰 꺼내기
   private String resolveToken(HttpServletRequest request) {
     String bearer = request.getHeader("Authorization");
     if (bearer != null && bearer.startsWith("Bearer ")) {

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

@@ -8,10 +8,13 @@ import jakarta.annotation.PostConstruct;
 import java.nio.charset.StandardCharsets;
 import java.util.Date;
 import javax.crypto.SecretKey;
+import lombok.extern.log4j.Log4j2;
 import org.springframework.beans.factory.annotation.Value;
 import org.springframework.stereotype.Component;
 
+/** 토큰 생성 */
 @Component
+@Log4j2
 public class JwtTokenProvider {
 
   @Value("${jwt.secret}")
@@ -31,11 +34,15 @@ public class JwtTokenProvider {
     this.key = Keys.hmacShaKeyFor(secret.getBytes(StandardCharsets.UTF_8));
   }
 
+  // Access Token 생성
   public String createAccessToken(String subject) {
+    log.info("TOKEN VALIDITY = {}", accessTokenValidityInMs);
     return createToken(subject, accessTokenValidityInMs);
   }
 
+  // Refresh Token 생성
   public String createRefreshToken(String subject) {
+    log.info("REFRESH TOKEN VALIDITY = {}", refreshTokenValidityInMs);
     return createToken(subject, refreshTokenValidityInMs);
   }
 

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

@@ -58,6 +58,7 @@ public class MenuAuthorizationManager implements AuthorizationManager<RequestAut
 
       for (MenuEntity menu : allowedMenus) {
         String baseUri = menu.getMenuUrl();
+
         if (baseUri == null || baseUri.isBlank()) {
           continue;
         }

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

@@ -6,6 +6,7 @@ import org.springframework.data.redis.core.StringRedisTemplate;
 import org.springframework.data.redis.core.ValueOperations;
 import org.springframework.stereotype.Service;
 
+/** redis token handler */
 @Service
 @RequiredArgsConstructor
 public class RefreshTokenService {
@@ -13,16 +14,33 @@ public class RefreshTokenService {
   private final StringRedisTemplate redisTemplate;
   private static final String PREFIX = "RT:";
 
+  /**
+   * Refresh Token 저장
+   *
+   * @param username 사용자 식별값 (보통 username or userId)
+   * @param refreshToken 발급된 Refresh Token
+   * @param ttlMillis 토큰 만료 시간 (밀리초 단위)
+   */
   public void save(String username, String refreshToken, long ttlMillis) {
     ValueOperations<String, String> ops = redisTemplate.opsForValue();
     ops.set(PREFIX + username, refreshToken, Duration.ofMillis(ttlMillis));
   }
 
+  /**
+   * Refresh Token 검증
+   *
+   * <p>1. Redis에 저장된 값 조회 2. 클라이언트가 보낸 refreshToken과 비교 3. 동일하면 true
+   */
   public boolean validate(String username, String refreshToken) {
     String stored = redisTemplate.opsForValue().get(PREFIX + username);
     return stored != null && stored.equals(refreshToken);
   }
 
+  /**
+   * Refresh Token 삭제
+   *
+   * <p>로그아웃 시 호출 Redis에서 해당 사용자 토큰 제거
+   */
   public void delete(String username) {
     redisTemplate.delete(PREFIX + username);
   }

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

@@ -117,16 +117,18 @@ public class ChangeDetectionApiController {
       @Parameter(description = "도곽/일반(MAPSHEET/ADDRESS) 검색 타입", required = true)
           @RequestParam(defaultValue = "MAPSHEET")
           DetectSearchType type,
-      @Parameter(description = "5k/50k 구분(SCALE_5K/SCALE_50K))", required = true)
+      @Parameter(description = "5k/50k 구분(SCALE_5K/SCALE_50K))")
-          @RequestParam(defaultValue = "SCALE_50K")
+          @RequestParam(defaultValue = "SCALE_50K", required = false)
           MapScaleType scale,
       @Parameter(
               description = "변화탐지 년도(차수) /year-list 의 uuid",
               example = "8584e8d4-53b3-4582-bde2-28a81495a626")
           UUID uuid,
-      @Parameter(description = "도엽번호", example = "34607") @RequestParam String mapSheetNum) {
+      @Parameter(description = "도엽번호", example = "34607") @RequestParam(required = false)
+          String mapSheetNum,
+      @Parameter(description = "pnu") @RequestParam(required = false) String pnu) {
     return ApiResponseDto.ok(
-        changeDetectionService.getChangeDetectionPolygonList(type, scale, uuid, mapSheetNum));
+        changeDetectionService.getChangeDetectionPolygonList(type, scale, uuid, mapSheetNum, pnu));
   }
 
   @Operation(summary = "변화탐지 결과 Point", description = "변화탐지 결과 Point")
@@ -135,15 +137,66 @@ public class ChangeDetectionApiController {
       @Parameter(description = "도곽/일반(MAPSHEET/ADDRESS) 검색 타입", required = true)
           @RequestParam(defaultValue = "MAPSHEET")
           DetectSearchType type,
-      @Parameter(description = "5k/50k 구분(SCALE_5K/SCALE_50K))", required = true)
+      @Parameter(description = "5k/50k 구분(SCALE_5K/SCALE_50K))")
-          @RequestParam(defaultValue = "SCALE_50K")
+          @RequestParam(defaultValue = "SCALE_50K", required = false)
           MapScaleType scale,
       @Parameter(
               description = "변화탐지 년도(차수) /year-list 의 uuid",
               example = "8584e8d4-53b3-4582-bde2-28a81495a626")
           UUID uuid,
-      @Parameter(description = "도엽번호", example = "34607") @RequestParam String mapSheetNum) {
+      @Parameter(description = "도엽번호", example = "34607") @RequestParam(required = false)
+          String mapSheetNum,
+      @Parameter(description = "pnu") @RequestParam(required = false) String pnu) {
     return ApiResponseDto.ok(
-        changeDetectionService.getChangeDetectionPointList(type, scale, uuid, mapSheetNum));
+        changeDetectionService.getChangeDetectionPointList(type, scale, uuid, mapSheetNum, pnu));
+  }
+
+  @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(required = false)
+          String cdObjectId,
+      @Parameter(
+              description = "polygon 32자 uids",
+              example =
+                  "3B1A7E5F895A4D9698489540EE1BBE1E,3B221A2AF9614647A0903A972D56C574,3B22686A7ACE44FC9CB20F1B4FA6DEFD,3B376D94A183479BB5FBE3D7166E6E1A")
+          @RequestParam(required = false)
+          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(required = false)
+          String cdObjectId,
+      @Parameter(
+              description = "polygon 32자 uids",
+              example =
+                  "3B1A7E5F895A4D9698489540EE1BBE1E,3B221A2AF9614647A0903A972D56C574,3B22686A7ACE44FC9CB20F1B4FA6DEFD,3B376D94A183479BB5FBE3D7166E6E1A")
+          @RequestParam(required = false)
+          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

@@ -1,6 +1,9 @@
 package com.kamco.cd.kamcoback.changedetection.dto;
 
+import com.fasterxml.jackson.annotation.JsonIgnore;
+import com.fasterxml.jackson.core.JsonProcessingException;
 import com.fasterxml.jackson.databind.JsonNode;
+import com.fasterxml.jackson.databind.ObjectMapper;
 import com.kamco.cd.kamcoback.common.utils.enums.CodeExpose;
 import com.kamco.cd.kamcoback.common.utils.enums.EnumType;
 import io.swagger.v3.oas.annotations.media.Schema;
@@ -143,6 +146,23 @@ public class ChangeDetectionDto {
     private String mapSheetNum;
     private String mapSheetName;
     private String alias;
+    @JsonIgnore private String bboxStr;
+    private JsonNode bbox;
+
+    public MapSheetList(String mapSheetNum, String mapSheetName, String alias, String bboxStr) {
+      this.mapSheetNum = mapSheetNum;
+      this.mapSheetName = mapSheetName;
+      this.alias = alias;
+
+      if (bboxStr != null) {
+        ObjectMapper mapper = new ObjectMapper();
+        try {
+          this.bbox = mapper.readTree(bboxStr);
+        } catch (JsonProcessingException e) {
+          throw new RuntimeException(e);
+        }
+      }
+    }
   }
 
   @Schema(name = "PolygonFeatureList", description = "Geometry 리턴 객체")
@@ -197,6 +217,8 @@ 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 +272,22 @@ 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

@@ -46,13 +46,13 @@ public class ChangeDetectionService {
   }
 
   public ChangeDetectionDto.PolygonFeatureList getChangeDetectionPolygonList(
-      DetectSearchType type, MapScaleType scale, UUID uuid, String mapSheetNum) {
+      DetectSearchType type, MapScaleType scale, UUID uuid, String mapSheetNum, String pnu) {
     switch (type) {
       case MAPSHEET -> {
         return changeDetectionCoreService.getChangeDetectionPolygonList(scale, uuid, mapSheetNum);
       }
       case ADDRESS -> {
-        return new ChangeDetectionDto.PolygonFeatureList(); // TODO: 일반 주소 검색 로직 확인 후 작업 필요
+        return changeDetectionCoreService.getChangeDetectionPnuPolygonList(uuid, pnu);
       }
       default -> throw new IllegalArgumentException("Unsupported type: " + type);
     }
@@ -60,14 +60,14 @@ public class ChangeDetectionService {
 
   // Geometry 객체 순환 참조 문제로 캐싱 불가
   public ChangeDetectionDto.PointFeatureList getChangeDetectionPointList(
-      DetectSearchType type, MapScaleType scale, UUID uuid, String mapSheetNum) {
+      DetectSearchType type, MapScaleType scale, UUID uuid, String mapSheetNum, String pnu) {
 
     switch (type) {
       case MAPSHEET -> {
         return changeDetectionCoreService.getChangeDetectionPointList(scale, uuid, mapSheetNum);
       }
       case ADDRESS -> {
-        return new ChangeDetectionDto.PointFeatureList(); // TODO: 일반 주소 검색 로직 확인 후 작업 필요
+        return changeDetectionCoreService.getChangeDetectionPnuPointList(uuid, pnu);
       }
       default -> throw new IllegalArgumentException("Unsupported type: " + type);
     }
@@ -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, pnu);
+  }
+
+  /**
+   * 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, pnu);
+  }
+
+  /**
+   * 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 +1,109 @@
+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.entity.MemberEntity;
+import com.kamco.cd.kamcoback.postgres.repository.log.AuditLogRepository;
+import com.kamco.cd.kamcoback.postgres.repository.members.MembersRepository;
+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 MembersRepository membersRepository;
+  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;
+      }
+
+      Long userId = ev.userId();
+
+      if (userId == null) {
+        // a 링크로 들어온 download는 사번으로 파라미터가 전달 되므로 사번으로 user id 조회 하기
+        MemberEntity memberEntity =
+            membersRepository.findByEmployeeNo(ev.employeeNo()).orElse(null);
+
+        if (memberEntity == null) {
+          return; // 매핑 실패 시 로그 저장 안 함
+        }
+
+        userId = memberEntity.getId();
+      }
+
+      AuditLogEntity logEntity =
+          AuditLogEntity.forFileDownload(
+              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 +1,133 @@
+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;
+
+/**
+ * Range(부분 다운로드) 지원 파일 다운로드 응답 생성기.
+ *
+ * <p>브라우저/다운로드 매니저가 Range 헤더를 보내면 206 Partial Content로 일부 구간만 내려주고, Range 헤더가 없으면 200 OK로 전체 파일을
+ * 내려준다.
+ *
+ * <p>대용량 ZIP(또는 바이너리) 파일 다운로드 시: - 메모리에 파일 전체를 올리지 않고(Resource/FileSystemResource 스트리밍) -
+ * 이어받기(Resume) 및 병렬 다운로드(일부 클라이언트) 지원 - 잘못된 Range에 대해 416 Range Not Satisfiable 처리
+ */
+@Component
+public class RangeDownloadResponder {
+
+  /**
+   * ZIP(또는 바이너리) 파일 다운로드 응답을 생성한다.
+   *
+   * @param filePath 실제 서버 파일 경로
+   * @param downloadFileName 사용자에게 노출될 다운로드 파일명
+   * @param request Range 헤더 확인용 HttpServletRequest
+   * @return Range 유무에 따라 200(전체) 또는 206(부분) ResponseEntity 반환
+   * @throws IOException 파일 접근/조회 실패 시
+   */
+  public ResponseEntity<?> buildZipResponse(
+      Path filePath, String downloadFileName, HttpServletRequest request) throws IOException {
+
+    // 1) 파일 존재/정상 파일 여부 확인
+    // - 일반 파일(regular file)이 아니면 404 반환 (디렉토리/없는 파일/특수 파일 등 방지)
+    if (!Files.isRegularFile(filePath)) {
+      return ResponseEntity.notFound().build();
+    }
+
+    // 2) 파일 전체 크기 및 Spring Resource 래핑
+    // - Files.size: 전체 파일 크기(Content-Range 계산/검증에 필요)
+    // - FileSystemResource: 스프링이 스트리밍 형태로 파일을 응답 바디로 내려줄 수 있게 함
+    long totalSize = Files.size(filePath);
+    Resource resource = new FileSystemResource(filePath);
+
+    // 3) 다운로드 강제(Content-Disposition)
+    // - attachment; filename="xxx.zip" 형태로 브라우저가 저장 대화상자/다운로드로 처리
+    String disposition = "attachment; filename=\"" + downloadFileName + "\"";
+
+    // 4) Range 헤더 조회
+    // - Range: bytes=0-1023  (일부 구간 요청)
+    // - Range가 없으면 전체 다운로드로 처리
+    String rangeHeader = request.getHeader(HttpHeaders.RANGE);
+
+    // 5) 공통 헤더(전체/부분 다운로드 공통으로 넣을 것)
+    // - Content-Type: 바이너리(필요시 application/zip 으로 바꿔도 됨)
+    // - Content-Disposition: 다운로드 강제
+    // - Accept-Ranges: bytes -> 서버가 Range(이어받기/부분요청) 지원함을 알림
+    // - X-Accel-Buffering: no -> Nginx 사용 시 버퍼링 비활성화(스트리밍/대용량에 유리)
+    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");
+
+    // 6) Range 헤더가 없으면 전체 파일 반환 (200 OK)
+    if (rangeHeader == null || rangeHeader.isBlank()) {
+      // Content-Length를 전체 크기로 설정하고 Resource를 그대로 바디에 담아 스트리밍
+      return base.contentLength(totalSize).body(resource);
+    }
+
+    // 7) Range 헤더 파싱
+    // - 잘못된 Range 헤더 형식이면 parseRanges에서 IllegalArgumentException 발생 가능
+    // - RFC에 따라 416 응답 + Content-Range: bytes */{total} 형태로 알려줌
+    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();
+    }
+
+    // 8) 다중 Range 요청이 와도(예: bytes=0-99,200-299) 여기서는 첫 번째 Range만 처리
+    // - 대부분 브라우저는 단일 Range를 사용
+    // - 멀티파트/byteranges 처리를 하려면 별도 구현 필요
+    HttpRange range = ranges.get(0);
+
+    // 9) 실제 시작/끝 범위 계산
+    // - bytes=500-  : end를 파일 끝으로 해석
+    // - bytes=-500  : 마지막 500바이트로 해석
+    long start = range.getRangeStart(totalSize);
+    long end = range.getRangeEnd(totalSize);
+
+    // 10) 시작점이 파일 크기 이상이면 만족 불가 -> 416
+    if (start >= totalSize) {
+      return ResponseEntity.status(416)
+          .header(HttpHeaders.CONTENT_RANGE, "bytes */" + totalSize)
+          .header("X-Accel-Buffering", "no")
+          .build();
+    }
+
+    // 11) 요청 구간 길이 계산
+    // - end/start는 inclusive이므로 +1 필요
+    long regionLength = end - start + 1;
+
+    // 12) ResourceRegion 생성
+    // - resource의 start부터 regionLength 만큼만 응답으로 내려줄 수 있게 함
+    // - 파일 전체를 메모리에 올리지 않고 필요한 부분만 스트리밍
+    ResourceRegion region = new ResourceRegion(resource, start, regionLength);
+
+    // 13) 206 Partial Content로 응답 구성
+    // - Content-Range: bytes start-end/total
+    // - Content-Length: regionLength(부분 크기)
+    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 +1,12 @@
+package com.kamco.cd.kamcoback.common.download.dto;
+
+import java.util.UUID;
+
+public record DownloadAuditEvent(
+    Long userId,
+    String employeeNo,
+    String requestUri,
+    String normalizedUri,
+    String ip,
+    int status,
+    UUID downloadUuid) {}

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

@@ -11,7 +11,8 @@ import lombok.Getter;
 public enum CrsType implements EnumType {
   EPSG_3857("Web Mercator, 웹지도 미터(EPSG:900913 동일)"),
   EPSG_4326("WGS84 위경도, GeoJSON/OSM 기본"),
-  EPSG_5186("Korea 2000 중부 TM, 한국 SHP");
+  EPSG_5186("5186::Korea 2000 중부 TM, 한국 SHP"),
+  EPSG_5179("5179::Korea 2000 중부 TM, 한국 SHP");
 
   private final String desc;
 

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

@@ -13,7 +13,9 @@ public enum LayerType implements EnumType {
   TILE("배경지도"),
   GEOJSON("객체데이터"),
   WMTS("타일레이어"),
-  WMS("지적도");
+  WMS("지적도"),
+  KAMCO_WMS("국유인WMS"),
+  KAMCO_WMTS("국유인WMTS");
 
   private final String desc;
 

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/inference/service/InferenceCommonService.java

@@ -0,0 +1,111 @@
+package com.kamco.cd.kamcoback.common.inference.service;
+
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.fasterxml.jackson.core.type.TypeReference;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.kamco.cd.kamcoback.common.exception.CustomApiException;
+import com.kamco.cd.kamcoback.config.resttemplate.ExternalHttpClient;
+import com.kamco.cd.kamcoback.config.resttemplate.ExternalHttpClient.ExternalCallResult;
+import com.kamco.cd.kamcoback.inference.dto.InferenceSendDto;
+import java.util.List;
+import java.util.Map;
+import lombok.RequiredArgsConstructor;
+import lombok.extern.log4j.Log4j2;
+import org.springframework.beans.factory.annotation.Value;
+import org.springframework.http.HttpHeaders;
+import org.springframework.http.HttpMethod;
+import org.springframework.http.HttpStatus;
+import org.springframework.http.MediaType;
+import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
+
+@Service
+@Log4j2
+@Transactional(readOnly = true)
+@RequiredArgsConstructor
+public class InferenceCommonService {
+
+  @Value("${spring.profiles.active}")
+  private String profile;
+
+  @Value("${inference.url}")
+  private String inferenceUrl;
+
+  private final ObjectMapper objectMapper;
+  private final ExternalHttpClient externalHttpClient;
+
+  /**
+   * 추론 AI API 호출 batch id를 리턴
+   *
+   * @param dto
+   * @return
+   */
+  public Long ensureAccepted(InferenceSendDto dto) {
+
+    if (dto == null) {
+      log.warn("not InferenceSendDto dto");
+      throw new CustomApiException("BAD_REQUEST", HttpStatus.BAD_REQUEST);
+    }
+
+    log.info("");
+    log.info("========================================================");
+    log.info("[SEND INFERENCE] Inference request dto= {}", dto);
+    log.info("========================================================");
+    log.info("");
+
+    // 1) 요청 로그
+    try {
+      log.debug("Inference request dto={}", objectMapper.writeValueAsString(dto));
+    } catch (JsonProcessingException e) {
+      log.warn("Failed to serialize inference dto", e);
+    }
+
+    // 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");
+    //    }
+
+    // 3) HTTP 호출
+    HttpHeaders headers = new HttpHeaders();
+    headers.setContentType(MediaType.APPLICATION_JSON);
+    headers.setAccept(List.of(MediaType.APPLICATION_JSON));
+
+    // 4) 추론 실행 API 호출
+    ExternalCallResult<String> result =
+        externalHttpClient.callLong(inferenceUrl, HttpMethod.POST, dto, headers, String.class);
+
+    if (result.statusCode() < 200 || result.statusCode() >= 300) {
+      log.error("Inference API failed. status={}, body={}", result.statusCode(), result.body());
+      throw new CustomApiException("BAD_GATEWAY", HttpStatus.BAD_GATEWAY);
+    }
+
+    // 5) 응답 파싱
+    try {
+      List<Map<String, Object>> list =
+          objectMapper.readValue(result.body(), new TypeReference<>() {});
+
+      if (list.isEmpty()) {
+        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 CustomApiException(
+            "NOT_FOUND", HttpStatus.NOT_FOUND, "batch_id not found in response");
+      }
+
+      return Long.valueOf(batchIdObj.toString());
+
+    } catch (Exception e) {
+      log.error("Failed to parse inference response. body={}", result.body(), e);
+      throw new CustomApiException("INVALID_INFERENCE_RESPONSE", HttpStatus.BAD_GATEWAY);
+    }
+  }
+}

src/main/java/com/kamco/cd/kamcoback/common/inference/utils/GeoJsonValidator.java

@@ -0,0 +1,274 @@
+package com.kamco.cd.kamcoback.common.inference.utils;
+
+import com.fasterxml.jackson.databind.JsonNode;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.util.HashSet;
+import java.util.LinkedHashSet;
+import java.util.List;
+import java.util.Objects;
+import java.util.Set;
+import java.util.stream.Collectors;
+import org.apache.logging.log4j.LogManager;
+import org.apache.logging.log4j.Logger;
+import org.springframework.http.HttpStatus;
+import org.springframework.web.server.ResponseStatusException;
+
+/**
+ * GeoJSON 파일의 "features[].properties.scene_id" 값들이 "요청한 도엽번호 목록(requestedMapSheetNums)"과 정확히 일치하는지
+ * 검증하는 유틸.
+ *
+ * <p>핵심 목적: - 요청한 도엽번호를 기반으로 GeoJSON을 생성했는데, 실제 결과 파일에 누락/추가/중복/빈값(scene_id 없음) 등이 발생했는지 빠르게 잡아내기.
+ *
+ * <p>검증 실패 시: - 404: 파일 자체가 없음 - 400: 파일이 비어있거나(0 byte), features 구조가 이상하거나, 요청 목록이 비어있음 - 500: 파일
+ * IO/파싱 자체가 실패(읽기 실패 등) - 422: 정합성(요청 vs 결과)이 맞지 않음 (누락/추가/중복/빈 scene_id 존재)
+ */
+public class GeoJsonValidator {
+
+  /** GeoJSON 파싱용 ObjectMapper (정적 1개로 재사용) */
+  private static final ObjectMapper om = new ObjectMapper();
+
+  /** 로그 출력용 */
+  private static final Logger log = LogManager.getLogger(GeoJsonValidator.class);
+
+  /**
+   * @param geojsonPath GeoJSON 파일 경로(문자열)
+   * @param requestedMapSheetNums "요청한 도엽번호" 리스트 (중복/공백/NULL 포함 가능)
+   *     <p>동작 개요: 1) 파일 존재/크기 검증 2) 요청 도엽번호 목록 정리(Trim + 공백 제거 + 중복 제거) 3) GeoJSON 파싱 후 features 배열
+   *     확보 4) features에서 scene_id 추출하여 유니크 set 구성 5) requested vs found 비교: - missing: requested -
+   *     found - extra : found - requested - duplicates: GeoJSON 내부에서 scene_id 중복 등장 - nullIdCount:
+   *     scene_id가 null/blank 인 feature 개수 6) 이상 있으면 422로 실패 처리
+   */
+  public static void validateWithRequested(String geojsonPath, List<String> requestedMapSheetNums) {
+
+    // 문자열 경로를 Path로 변환 (Files API 사용 목적)
+    Path path = Path.of(geojsonPath);
+
+    // =========================================================
+    // 1) 파일 기본 검증
+    //    - 파일이 존재하는지
+    //    - 파일 크기가 0인지(비어있으면 생성 실패/오류 가능성)
+    // =========================================================
+    try {
+      // 파일 존재 여부 체크 (없으면 404)
+      if (!Files.exists(path)) {
+        throw new ResponseStatusException(
+            HttpStatus.NOT_FOUND, "GeoJSON 파일이 존재하지 않습니다: " + geojsonPath);
+      }
+
+      // 파일 사이즈 체크 (0 byte면 400)
+      if (Files.size(path) == 0) {
+        throw new ResponseStatusException(
+            HttpStatus.BAD_REQUEST, "GeoJSON 파일이 비어있습니다: " + geojsonPath);
+      }
+    } catch (IOException e) {
+      // 파일 사이즈/상태 확인 중 IO 오류면 서버오류로 처리
+      log.error("GeoJSON 파일 상태 확인 실패: path={}", path, e);
+      throw new ResponseStatusException(
+          HttpStatus.INTERNAL_SERVER_ERROR, "GeoJSON 파일 상태 확인 실패: " + geojsonPath, e);
+    }
+
+    // =========================================================
+    // 2) 요청 도엽 리스트 유효성 검증
+    //    - 요청 목록 자체가 null/empty면 검증할 기준이 없으므로 400
+    // =========================================================
+    if (requestedMapSheetNums == null || requestedMapSheetNums.isEmpty()) {
+      throw new ResponseStatusException(HttpStatus.BAD_REQUEST, "requestedMapSheetNums 가 비어있습니다.");
+    }
+
+    // =========================================================
+    // 2-1) 요청 도엽 Set 정리 (중복/공백/NULL 제거)
+    //    - null 제거
+    //    - trim 적용
+    //    - 빈 문자열 제거
+    //    - LinkedHashSet 사용: "중복 제거 + 원래 입력 순서 유지"
+    // =========================================================
+    Set<String> requested =
+        requestedMapSheetNums.stream()
+            .filter(Objects::nonNull) // null 제거
+            .map(String::trim) // 앞뒤 공백 제거
+            .filter(s -> !s.isEmpty()) // "" 제거
+            .collect(Collectors.toCollection(LinkedHashSet::new)); // 중복 제거 + 순서 유지
+
+    // 정리 결과가 비어있으면(전부 null/공백)이므로 400
+    if (requested.isEmpty()) {
+      throw new ResponseStatusException(
+          HttpStatus.BAD_REQUEST, "requestedMapSheetNums 가 공백/NULL만 포함합니다.");
+    }
+
+    // =========================================================
+    // 3) GeoJSON 파싱
+    //    기대 구조:
+    //    {
+    //      "type": "FeatureCollection",
+    //      "features": [ ... ]
+    //    }
+    //
+    //    - features가 없거나 배열이 아니면 "유효하지 않은 GeoJSON" (400)
+    //    - 파일 읽기/파싱 IO 문제는 500
+    //    - JSON 자체가 깨진 경우는 400
+    // =========================================================
+    final JsonNode features;
+    try {
+      // JSON 파일을 트리 형태로 파싱
+      JsonNode root = om.readTree(path.toFile());
+
+      // GeoJSON FeatureCollection의 핵심은 features 배열
+      features = root.get("features");
+
+      // features가 없거나 배열이 아니면 GeoJSON 구조가 이상한 것
+      if (features == null || !features.isArray()) {
+        throw new ResponseStatusException(
+            HttpStatus.BAD_REQUEST, "유효하지 않은 GeoJSON: features가 없거나 배열이 아닙니다.");
+      }
+    } catch (ResponseStatusException e) {
+      // 위에서 직접 던진 에러는 그대로 전달
+      throw e;
+    } catch (IOException e) {
+      // 읽기/파싱 과정에서 IO 문제가 터지면 서버오류
+      log.error("GeoJSON 파일 읽기/파싱 실패: path={}", path, e);
+      throw new ResponseStatusException(
+          HttpStatus.INTERNAL_SERVER_ERROR, "GeoJSON 파일 읽기/파싱 실패: " + geojsonPath, e);
+    } catch (Exception e) {
+      // JSON 문법 오류/예상치 못한 파싱 오류는 클라이언트 입력/파일 자체 문제로 400 처리
+      log.error("GeoJSON 파싱 오류(비정상 JSON): path={}", path, e);
+      throw new ResponseStatusException(
+          HttpStatus.BAD_REQUEST, "GeoJSON 파싱 오류(비정상 JSON): " + geojsonPath, e);
+    }
+
+    // =========================================================
+    // 4) 검증 로직
+    //    - featureCount: 전체 feature 수 (중복 포함)
+    //    - foundUnique: GeoJSON에 등장한 유니크 scene_id 집합
+    //    - duplicates: GeoJSON 내부에서 scene_id가 중복된 목록(샘플 출력용)
+    //    - nullIdCount: scene_id가 없거나 빈 값인 feature 개수
+    // =========================================================
+    int featureCount = features.size();
+
+    // 유니크 scene_id를 담는 Set (중복 판단을 위해 add 결과를 사용)
+    Set<String> foundUnique = new HashSet<>();
+
+    // 중복된 scene_id 목록 (샘플 로그 출력용이라 순서 유지 가능한 LinkedHashSet 사용)
+    Set<String> duplicates = new LinkedHashSet<>();
+
+    // scene_id가 null 또는 blank인 feature의 개수 (데이터 이상)
+    int nullIdCount = 0;
+
+    // ---------------------------------------------------------
+    // features를 돌면서 feature.properties.scene_id를 추출한다.
+    //
+    // 기대 구조(일반적):
+    // features[i] = {
+    //   "type": "Feature",
+    //   "properties": {
+    //      "scene_id": "도엽번호"
+    //   },
+    //   "geometry": {...}
+    // }
+    // ---------------------------------------------------------
+    for (JsonNode feature : features) {
+      JsonNode props = feature.get("properties");
+
+      // properties가 있고 scene_id가 null이 아니면 텍스트로 읽음
+      // 없으면 null 처리
+      String sceneId =
+          (props != null && props.hasNonNull("scene_id"))
+              ? props.get("scene_id").asText().trim()
+              : null;
+
+      // scene_id가 없거나 빈값이면 "정상적으로 도엽번호가 들어오지 않은 feature"로 카운트
+      if (sceneId == null || sceneId.isBlank()) {
+        nullIdCount++; // 도엽번호가 없으면 증가
+        continue;
+      }
+
+      // foundUnique.add(sceneId)가 false면 "이미 같은 값이 있었다"는 뜻 => 중복
+      if (!foundUnique.add(sceneId)) {
+        duplicates.add(sceneId);
+      }
+    }
+
+    // =========================================================
+    // 4-1) requested vs found 비교(set 차집합)
+    //
+    // missing = requested - found
+    //   : 요청은 했는데 결과 GeoJSON에 없는 도엽번호
+    //
+    // extra = found - requested
+    //   : 요청하지 않았는데 결과 GeoJSON에 들어간 도엽번호
+    // =========================================================
+
+    // missing: requested를 복사한 뒤(foundUnique에 있는 값들을 제거) => 남은 것이 누락분
+    Set<String> missing = new LinkedHashSet<>(requested);
+    missing.removeAll(foundUnique);
+
+    // extra: foundUnique를 복사한 뒤(requested에 있는 값들을 제거) => 남은 것이 추가분
+    Set<String> extra = new LinkedHashSet<>(foundUnique);
+    extra.removeAll(requested);
+
+    // =========================================================
+    // 5) 로그 출력
+    //    - 운영에서 문제 생겼을 때 "요청 vs 생성 결과"를 한 눈에 보게
+    //    - sample 로그는 너무 길어질 수 있으므로 limit 걸어줌
+    // =========================================================
+    log.info(
+        """
+        ===== GeoJSON Validation =====
+        file: {}
+        features(total): {}
+        requested(unique): {}
+        found(unique scene_id): {}
+        scene_id null/blank: {}
+        duplicates(scene_id): {}
+        missing(requested - found): {}
+        extra(found - requested): {}
+        ==============================
+        """,
+        geojsonPath,
+        featureCount, // 중복 포함한 전체 feature 수
+        requested.size(), // 요청 도엽 유니크 수
+        foundUnique.size(), // GeoJSON에서 발견된 scene_id 유니크 수
+        nullIdCount, // scene_id가 비어있는 feature 수
+        duplicates.size(), // 중복 scene_id 종류 수
+        missing.size(), // 요청했지만 빠진 도엽 수
+        extra.size()); // 요청하지 않았는데 들어온 도엽 수
+
+    // 중복/누락/추가 항목은 전체를 다 찍으면 로그 폭발하므로 샘플만
+    //    if (!duplicates.isEmpty())
+    //      log.warn("duplicates sample: {}", duplicates.stream().limit(20).toList());
+
+    if (!missing.isEmpty()) {
+      log.warn("missing sample: {}", missing.stream().limit(50).toList());
+    }
+
+    if (!extra.isEmpty()) {
+      log.warn("extra sample: {}", extra.stream().limit(50).toList());
+    }
+
+    // =========================================================
+    // 6) 실패 조건 판정
+    //
+    // 아래 중 하나라도 있으면 "요청 대비 결과 정합성이 깨졌다"로 보고 실패 처리(422):
+    // - missing 존재: 요청했는데 결과에 없음
+    // - extra 존재  : 요청 안했는데 결과에 있음
+    // - duplicates 존재: 동일 도엽이 중복 생성됨
+    // - nullIdCount > 0: scene_id가 비어있는 feature가 있음(데이터 이상)
+    //
+    // 422(Unprocessable Entity):
+    // - 요청 문법은 맞지만(파일은 있고 JSON도 읽힘),
+    //   내용(정합성)이 요구사항을 만족하지 못하는 경우에 적합.
+    // =========================================================
+    if (!missing.isEmpty() || !extra.isEmpty() || !duplicates.isEmpty() || nullIdCount > 0) {
+      throw new ResponseStatusException(
+          HttpStatus.UNPROCESSABLE_ENTITY,
+          String.format(
+              "GeoJSON validation failed: missing=%d, extra=%d, duplicates=%d, nullId=%d",
+              missing.size(), extra.size(), duplicates.size(), nullIdCount));
+    }
+
+    // 모든 조건을 통과하면 정상
+    log.info("GeoJSON validation OK");
+  }
+}

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

@@ -1,20 +1,45 @@
 package com.kamco.cd.kamcoback.common.service;
 
+import com.kamco.cd.kamcoback.config.InferenceProperties;
 import java.io.BufferedReader;
 import java.io.InputStreamReader;
 import java.nio.charset.StandardCharsets;
 import java.util.ArrayList;
 import java.util.List;
 import java.util.concurrent.TimeUnit;
+import lombok.RequiredArgsConstructor;
 import lombok.extern.log4j.Log4j2;
+import org.springframework.beans.factory.annotation.Value;
 import org.springframework.stereotype.Component;
 
 @Log4j2
+// 0312
+@RequiredArgsConstructor
 @Component
 public class ExternalJarRunner {
+  @Value("${spring.profiles.active}")
+  private String profile;
+
+  // 0312
+  private final InferenceProperties inferenceProperties;
 
   private static final long TIMEOUT_MINUTES = TimeUnit.DAYS.toMinutes(3);
 
+  //  java -jar build/libs/shp-exporter.jar   --batch   --geoserver.enabled=true
+  // --converter.inference-id=qq99999   --converter.batch-ids[0]=111
+  // 0312 shp 파일 배치를 통해 생성
+  public void run(String inferenceLearningId, List<Long> batchIds) {
+    // JAR 경로 (shape파일 생성용)
+    String jarPathV2 = inferenceProperties.getJarPathV2();
+    List<String> args = new ArrayList<>();
+    args.add(" --spring.profiles.active=" + profile);
+    args.add(" --batch");
+    args.add(" --geoserver.enabled=true");
+    args.add(" --converter.inference-id=" + inferenceLearningId);
+    batchIds.forEach(batchId -> args.add(" --converter.batch-ids[" + args.size() + "]=" + batchId));
+    execJar(jarPathV2, args);
+  }
+
   /**
    * shp 파일 생성
    *
@@ -25,7 +50,8 @@ public class ExternalJarRunner {
    * @param mode
    *     <p>MERGED - batch-ids 에 해당하는 **모든 데이터를 하나의 Shapefile로 병합 생성,
    *     <p>MAP_IDS - 명시적으로 전달한 map-ids만 대상으로 Shapefile 생성,
-   *     <p>RESOLVE - batch-ids 기준으로 **JAR 내부에서 map_ids를 조회**한 뒤 Shapefile 생성
+   *     <p>RESOLVE - batch-ids 기준으로 **JAR 내부에서 map_ids를 조회**한 뒤 Shapefile 생성 java -jar
+   *     build/libs/shp-exporter.jar --spring.profiles.active=prod
    */
   public void run(String jarPath, String batchIds, String inferenceId, String mapIds, String mode) {
     List<String> args = new ArrayList<>();
@@ -40,7 +66,7 @@ public class ExternalJarRunner {
     if (mode != null && !mode.isEmpty()) {
       addArg(args, "converter.mode", mode);
     }
-
+    addArg(args, "spring.profiles.active", profile);
     execJar(jarPath, args);
   }
 
@@ -57,6 +83,7 @@ public class ExternalJarRunner {
     addArg(args, "upload-shp", register);
     //    addArg(args, "layer", layer);
 
+    addArg(args, "spring.profiles.active", profile);
     execJar(jarPath, args);
   }
 
@@ -69,7 +96,8 @@ public class ExternalJarRunner {
       cmd.add("-jar");
       cmd.add(jarPath);
       cmd.addAll(args);
-
+      // 0312
+      log.info("exec jar command: {}", cmd);
       ProcessBuilder pb = new ProcessBuilder(cmd);
       pb.redirectErrorStream(true);
 
@@ -99,6 +127,7 @@ public class ExternalJarRunner {
 
     } catch (Exception e) {
       log.error("jar execution error. output=\n{}", out, e);
+      throw new RuntimeException("jar execution error\n" + out, e);
     }
   }
 

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 =
+                    // 이것이 필요한건가?
-                        !NameValidator.containsKorean(folderNm)
+                    //                    boolean isShowHide =
-                            && !NameValidator.containsWhitespaceRegex(folderNm)
+                    //                      !parentFolderNm.equals("kamco-nfs"); // 폴더 리스트에
-                            && !parentFolderNm.equals("kamco-nfs");
+                    // 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) {
+  public static List<Folder> getFolderAll(String dirPath, String nfsRootDir) {
-    return getFolderAll(dirPath, "name", 1);
+    return getFolderAll(dirPath, "name", 1, nfsRootDir);
-  }
-
-  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 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 +1,74 @@
 package com.kamco.cd.kamcoback.config;
 
-import com.fasterxml.jackson.databind.ObjectMapper;
+import com.kamco.cd.kamcoback.common.download.dto.DownloadAuditEvent;
-import com.kamco.cd.kamcoback.auth.CustomUserDetails;
+import com.kamco.cd.kamcoback.common.utils.UserUtil;
-import com.kamco.cd.kamcoback.common.utils.HeaderUtil;
 import com.kamco.cd.kamcoback.config.api.ApiLogFunction;
-import com.kamco.cd.kamcoback.menu.dto.MenuDto;
+import jakarta.servlet.DispatcherType;
-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.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.context.ApplicationEventPublisher;
-import org.springframework.security.authentication.UsernamePasswordAuthenticationToken;
 import org.springframework.stereotype.Component;
 import org.springframework.web.servlet.HandlerInterceptor;
 
+/** 파일 다운로드 log 저장 */
 @Slf4j
 @Component
+@RequiredArgsConstructor
 public class FileDownloadInteceptor implements HandlerInterceptor {
 
-  private final AuditLogRepository auditLogRepository;
+  private final ApplicationEventPublisher publisher;
-  private final MenuService menuService;
+  private final UserUtil userUtil;
-
-  @Autowired private ObjectMapper objectMapper;
-
-  public FileDownloadInteceptor(AuditLogRepository auditLogRepository, MenuService menuService) {
-    this.auditLogRepository = auditLogRepository;
-    this.menuService = menuService;
-  }
 
   @Override
   public void afterCompletion(
       HttpServletRequest request, HttpServletResponse response, Object handler, Exception ex) {
 
-    // 파일 다운로드 API만 필터링
+    String uri = request.getRequestURI();
-    if (!request.getRequestURI().contains("/download")) {
+    if (uri == null || !uri.contains("/download")) return;
+    if (request.getDispatcherType() != DispatcherType.REQUEST) return;
+
+    Long userId;
+    String employeeNo = "";
+
+    try {
+      // a 링크 다운로드일경우 userId가 없으므로 전달받은 사번을 넣는다
+      userId = userUtil.getId();
+      if (userId == null) {
+        employeeNo = request.getParameter("employeeNo");
+        if (employeeNo == null) {
+          return;
+        }
+      }
+    } 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();
+    UUID downloadUuid = extractUuidFromUri(uri);
-    List<MenuDto.Basic> result =
+    if (downloadUuid == null) {
-        list.stream()
+      log.warn("Download UUID parse failed. uri={}", uri);
-            .map(
+      return; // downloadUuid null 불가 -> 스킵
-                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();
 
-    String normalizedUri = request.getRequestURI().replace("/api", "");
+    // log저장 DownloadAuditEventListener 클래스 호출
-    MenuDto.Basic basic =
+    publisher.publishEvent(
-        result.stream()
+        new DownloadAuditEvent(userId, employeeNo, uri, normalizedUri, ip, status, downloadUuid));
-            .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);
   }
 
-  private Long extractUserId(HttpServletRequest request) {
+  private UUID extractUuidFromUri(String uri) {
-    if (request.getUserPrincipal() instanceof UsernamePasswordAuthenticationToken auth
+    try {
-        && auth.getPrincipal() instanceof CustomUserDetails userDetails) {
+      String[] parts = uri.split("/");
-      return userDetails.getMember().getId();
+      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 +1,35 @@
+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;
+  private String outputDir;
+
+  @Getter
+  @Setter
+  public static class TrainingData {
+
+    private String geojsonDir;
+  }
+}

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

@@ -0,0 +1,22 @@
+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;
+  // 0312
+  private String jarPathV2;
+  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 +71,59 @@ public class SecurityConfig {
                     .requestMatchers("/api/test/review")
                     .hasAnyRole("ADMIN", "REVIEWER")
 
+                    // shapefile 생성 테스트 API - 인증 없이 접근 가능
+                    .requestMatchers("/api/test/make-shapefile")
+                    .permitAll()
+
+                    // ASYNC/ERROR 재디스패치는 막지 않기 (다운로드/스트리밍에서 필수)
+                    .dispatcherTypeMatchers(DispatcherType.ASYNC, DispatcherType.ERROR)
+                    .permitAll()
+
+                    // 다운로드는 인증 필요
+                    .requestMatchers(HttpMethod.GET, DownloadPaths.PATTERNS)
+                    .permitAll()
+
                     // 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/members/*/password",
                         "/api/layer/map/**",
                         "/api/layer/tile-url",
-                        "/api/layer/tile-url-year")
+                        "/api/layer/tile-url-year",
+                        "/api/common-code/clazz")
                     .permitAll()
                     // 로그인한 사용자만 가능 IAM
                     .requestMatchers(
                         "/api/user/**",
                         "/api/my/menus",
-                        "/api/common-code/**",
                         "/api/training-data/label/**",
                         "/api/training-data/review/**")
                     .authenticated()
-                    .anyRequest()
-                    .access(menuAuthorizationManager)
 
-            //                    .authenticated()
+                    // 나머지는 메뉴권한
-            )
+                    .anyRequest()
-        .addFilterBefore(
+                    .access(menuAuthorizationManager))
-            jwtAuthenticationFilter,
+        .addFilterBefore(jwtAuthenticationFilter, UsernamePasswordAuthenticationFilter.class);
-            UsernamePasswordAuthenticationFilter
-                .class) // 요청 들어오면 먼저 JWT 토큰 검사 후 security context 에 사용자 정보 저장.
-    ;
 
     return http.build();
   }
@@ -118,23 +134,18 @@ public class SecurityConfig {
     return configuration.getAuthenticationManager();
   }
 
-  /**
+  /** CORS 설정 */
-   * CORS 설정
-   *
-   * @return
-   */
   @Bean
   public CorsConfigurationSource corsConfigurationSource() {
-    CorsConfiguration config = new CorsConfiguration(); // CORS 객체 생성
+    CorsConfiguration config = new CorsConfiguration();
-    config.setAllowedOriginPatterns(List.of("*")); // 도메인 허용
+    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.setAllowedHeaders(List.of("*"));
-    config.setAllowCredentials(true); // 쿠키, Authorization 헤더, Bearer Token 등 자격증명 포함 요청을 허용할지 설정
+    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);
-    source.registerCorsConfiguration("/**", config); // CORS 정책을 등록
     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 +81,26 @@ 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
+          │  Output Dir       : %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 +111,25 @@ 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",
+            fileProperties.getOutputDir() != null ? fileProperties.getOutputDir() : "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
+    registry.addInterceptor(fileDownloadInteceptor).addPathPatterns(DownloadPaths.PATTERNS);
-        .addInterceptor(fileDownloadInteceptor)
-        .addPathPatterns("/api/inference/download/**") // 추론 파일 다운로드
-        .addPathPatterns("/api/training-data/stage/download/**"); // 학습데이터 다운로드
   }
 }

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/api/ApiResponseDto.java

@@ -173,8 +173,9 @@ public class ApiResponseDto<T> {
             + "To reset your password again, please submit a new request through \"Forgot"
             + " Password.\""),
     PAYLOAD_TOO_LARGE("업로드 용량 제한을 초과했습니다."),
-    NOT_FOUND_TARGET_YEAR("기준년도 도엽을 찾을 수 없습니다."),
+    NOT_FOUND_TARGET_YEAR("기준연도 도엽을 찾을 수 없습니다."),
-    NOT_FOUND_COMPARE_YEAR("비교년도 도엽을 찾을 수 없습니다."),
+    NOT_FOUND_COMPARE_YEAR("비교연도 도엽을 찾을 수 없습니다."),
+    NOT_FOUND_MAP_SHEET_NUM("추론 가능한 도엽이 없습니다."),
     FAIL_SAVE_MAP_SHEET("도엽 저장 중 오류가 발생했습니다."),
     FAIL_CREATE_MAP_SHEET_FILE("도엽 설정파일 생성 중 오류가 발생했습니다."),
     ;

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

@@ -3,8 +3,8 @@ package com.kamco.cd.kamcoback.config.resttemplate;
 import com.fasterxml.jackson.databind.ObjectMapper;
 import java.nio.charset.StandardCharsets;
 import java.util.List;
-import lombok.RequiredArgsConstructor;
 import lombok.extern.log4j.Log4j2;
+import org.springframework.beans.factory.annotation.Qualifier;
 import org.springframework.http.HttpEntity;
 import org.springframework.http.HttpHeaders;
 import org.springframework.http.HttpMethod;
@@ -14,54 +14,86 @@ import org.springframework.stereotype.Component;
 import org.springframework.web.client.HttpStatusCodeException;
 import org.springframework.web.client.RestTemplate;
 
-@RequiredArgsConstructor
 @Component
 @Log4j2
 public class ExternalHttpClient {
 
-  private final RestTemplate restTemplate;
+  private final RestTemplate restTemplate; // short (@Primary)
+  private final RestTemplate restTemplateLong; // long
   private final ObjectMapper objectMapper;
 
+  public ExternalHttpClient(
+      RestTemplate restTemplate,
+      @Qualifier("restTemplateLong") RestTemplate restTemplateLong,
+      ObjectMapper objectMapper) {
+    this.restTemplate = restTemplate;
+    this.restTemplateLong = restTemplateLong;
+    this.objectMapper = objectMapper;
+  }
+
+  /** 기본(짧은 timeout) 호출 */
   public <T> ExternalCallResult<T> call(
       String url, HttpMethod method, Object body, HttpHeaders headers, Class<T> responseType) {
 
-    // responseType 기반으로 Accept 동적 세팅
+    return doCall(restTemplate, url, method, body, headers, responseType);
+  }
+
+  /** 추론/대용량 전용 (긴 timeout) */
+  public <T> ExternalCallResult<T> callLong(
+      String url, HttpMethod method, Object body, HttpHeaders headers, Class<T> responseType) {
+
+    return doCall(restTemplateLong, url, method, body, headers, responseType);
+  }
+
+  private <T> ExternalCallResult<T> doCall(
+      RestTemplate rt,
+      String url,
+      HttpMethod method,
+      Object body,
+      HttpHeaders headers,
+      Class<T> responseType) {
+
     HttpHeaders resolvedHeaders = resolveHeaders(headers, responseType);
     logRequestBody(body);
 
     HttpEntity<Object> entity = new HttpEntity<>(body, resolvedHeaders);
 
     try {
-      // String: raw bytes -> UTF-8 string
+
+      // String 응답은 raw byte로 받아 UTF-8 변환
       if (responseType == String.class) {
-        ResponseEntity<byte[]> res = restTemplate.exchange(url, method, entity, byte[].class);
+        ResponseEntity<byte[]> res = rt.exchange(url, method, entity, byte[].class);
         String raw =
             (res.getBody() == null) ? null : new String(res.getBody(), StandardCharsets.UTF_8);
 
         @SuppressWarnings("unchecked")
         T casted = (T) raw;
+
         return new ExternalCallResult<>(res.getStatusCodeValue(), true, casted, null);
       }
 
-      // byte[]: raw bytes로 받고, JSON이면 에러로 처리
+      // byte[] 응답 처리
       if (responseType == byte[].class) {
-        ResponseEntity<byte[]> res = restTemplate.exchange(url, method, entity, byte[].class);
+        ResponseEntity<byte[]> res = rt.exchange(url, method, entity, byte[].class);
 
         MediaType ct = res.getHeaders().getContentType();
         byte[] bytes = res.getBody();
 
+        // JSON이면 에러로 간주
         if (isJsonLike(ct)) {
           String err = (bytes == null) ? null : new String(bytes, StandardCharsets.UTF_8);
+
           return new ExternalCallResult<>(res.getStatusCodeValue(), false, null, err);
         }
 
         @SuppressWarnings("unchecked")
         T casted = (T) bytes;
+
         return new ExternalCallResult<>(res.getStatusCodeValue(), true, casted, null);
       }
 
-      // DTO 등: 일반 역직렬화
+      // DTO 응답
-      ResponseEntity<T> res = restTemplate.exchange(url, method, entity, responseType);
+      ResponseEntity<T> res = rt.exchange(url, method, entity, responseType);
       return new ExternalCallResult<>(res.getStatusCodeValue(), true, res.getBody(), null);
 
     } catch (HttpStatusCodeException e) {
@@ -70,29 +102,28 @@ public class ExternalHttpClient {
     }
   }
 
-  // 기존 resolveJsonHeaders를 "동적"으로 교체
+  /** Accept / Content-Type 자동 처리 */
   private HttpHeaders resolveHeaders(HttpHeaders headers, Class<?> responseType) {
-    // 원본 headers를 그대로 쓰면 외부에서 재사용할 때 사이드이펙트 날 수 있어서 복사 권장
+
     HttpHeaders h = (headers == null) ? new HttpHeaders() : new HttpHeaders(headers);
 
-    // 요청 바디 기본은 JSON이라고 가정 (필요하면 호출부에서 덮어쓰기)
+    // 기본 Content-Type
     if (h.getContentType() == null) {
       h.setContentType(MediaType.APPLICATION_JSON);
     }
 
-    // 호출부에서 Accept를 명시했으면 존중
+    // Accept 이미 있으면 존중
     if (h.getAccept() != null && !h.getAccept().isEmpty()) {
       return h;
     }
 
-    // responseType 기반 Accept 자동 지정
+    // 응답 타입 기준 Accept 자동 지정
     if (responseType == byte[].class) {
       h.setAccept(
           List.of(
               MediaType.APPLICATION_OCTET_STREAM,
               MediaType.valueOf("application/zip"),
-              MediaType.APPLICATION_JSON // 실패(JSON 에러 바디) 대비
+              MediaType.APPLICATION_JSON));
-              ));
     } else {
       h.setAccept(List.of(MediaType.APPLICATION_JSON));
     }
@@ -100,12 +131,15 @@ public class ExternalHttpClient {
     return h;
   }
 
+  /** JSON 응답 여부 체크 */
   private boolean isJsonLike(MediaType ct) {
     if (ct == null) return false;
+
     return ct.includes(MediaType.APPLICATION_JSON)
         || "application/problem+json".equalsIgnoreCase(ct.toString());
   }
 
+  /** 요청 바디 로그 */
   private void logRequestBody(Object body) {
     try {
       if (body != null) {

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

@@ -4,6 +4,7 @@ import lombok.extern.log4j.Log4j2;
 import org.springframework.boot.web.client.RestTemplateBuilder;
 import org.springframework.context.annotation.Bean;
 import org.springframework.context.annotation.Configuration;
+import org.springframework.context.annotation.Primary;
 import org.springframework.http.client.BufferingClientHttpRequestFactory;
 import org.springframework.http.client.SimpleClientHttpRequestFactory;
 import org.springframework.web.client.RestTemplate;
@@ -13,10 +14,20 @@ import org.springframework.web.client.RestTemplate;
 public class RestTemplateConfig {
 
   @Bean
+  @Primary
   public RestTemplate restTemplate(RestTemplateBuilder builder) {
+    return build(builder, 20000, 60000);
+  }
+
+  @Bean("restTemplateLong")
+  public RestTemplate restTemplateLong(RestTemplateBuilder builder) {
+    return build(builder, 20000, 60000);
+  }
+
+  private RestTemplate build(RestTemplateBuilder builder, int connectTimeoutMs, int readTimeoutMs) {
     SimpleClientHttpRequestFactory baseFactory = new SimpleClientHttpRequestFactory();
-    baseFactory.setConnectTimeout(2000);
+    baseFactory.setConnectTimeout(connectTimeoutMs);
-    baseFactory.setReadTimeout(3000);
+    baseFactory.setReadTimeout(readTimeoutMs);
 
     RestTemplate rt =
         builder
@@ -24,10 +35,8 @@ public class RestTemplateConfig {
             .additionalInterceptors(new RetryInterceptor())
             .build();
 
-    // byte[] 응답은 무조건 raw로 읽게 강제 (Jackson이 끼어들 여지 제거)
     rt.getMessageConverters()
         .add(0, new org.springframework.http.converter.ByteArrayHttpMessageConverter());
-
     return rt;
   }
 }

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

@@ -11,11 +11,6 @@ import com.kamco.cd.kamcoback.gukyuin.dto.DetectMastDto.Basic;
 import com.kamco.cd.kamcoback.gukyuin.dto.DetectMastDto.DetectMastReq;
 import com.kamco.cd.kamcoback.gukyuin.dto.GukYuinDto.GukYuinLinkableRes;
 import com.kamco.cd.kamcoback.gukyuin.service.GukYuinApiService;
-import com.kamco.cd.kamcoback.scheduler.service.GukYuinApiLabelJobService;
-import com.kamco.cd.kamcoback.scheduler.service.GukYuinApiPnuJobService;
-import com.kamco.cd.kamcoback.scheduler.service.GukYuinApiStatusJobService;
-import com.kamco.cd.kamcoback.scheduler.service.GukYuinApiStbltJobService;
-import io.swagger.v3.oas.annotations.Hidden;
 import io.swagger.v3.oas.annotations.Operation;
 import io.swagger.v3.oas.annotations.Parameter;
 import io.swagger.v3.oas.annotations.media.Content;
@@ -43,10 +38,6 @@ import org.springframework.web.bind.annotation.RestController;
 public class GukYuinApiController {
 
   private final GukYuinApiService gukYuinApiService;
-  private final GukYuinApiPnuJobService gukYuinApiPnuJobService;
-  private final GukYuinApiStatusJobService gukYuinApiStatusJobService;
-  private final GukYuinApiLabelJobService gukYuinApiLabelJobService;
-  private final GukYuinApiStbltJobService gukYuinApiStbltJobService;
 
   /** 탐지결과 등록 */
   @Operation(summary = "탐지결과 등록", description = "탐지결과 등록")
@@ -128,7 +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")
@@ -192,7 +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)")
@@ -272,7 +263,8 @@ public class GukYuinApiController {
   @PostMapping("/rlb/objt/{chnDtctObjtId}/lbl/{lblYn}")
   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")
@@ -309,7 +301,7 @@ public class GukYuinApiController {
       @PathVariable String chnDtctId,
       @Parameter(description = "날짜(기본은 어제 날짜)") @RequestParam(defaultValue = "20260205")
           String yyyymmdd) {
-    return ApiResponseDto.ok(gukYuinApiService.findRlbDtctList(chnDtctId, yyyymmdd));
+    return ApiResponseDto.ok(gukYuinApiService.findRlbDtctList(chnDtctId, yyyymmdd, ""));
   }
 
   @Operation(summary = "탐지객체 적합여부 조회 (객체별 조회)", description = "탐지객체 적합여부 조회 (객체별 조회)")
@@ -331,35 +323,22 @@ public class GukYuinApiController {
     return ApiResponseDto.ok(gukYuinApiService.findRlbDtctObject(chnDtctObjtId));
   }
 
-  @Hidden
+  @Operation(summary = "실태조사 적합여부 업데이트", description = "실태조사 적합여부 업데이트")
-  @Operation(summary = "job test pnu", description = "job test pnu")
+  @ApiResponses(
-  @GetMapping("/job-test/pnu")
+      value = {
-  public ApiResponseDto<Void> findGukYuinContListPnuUpdate() {
+        @ApiResponse(
-    gukYuinApiPnuJobService.findGukYuinContListPnuUpdate();
+            responseCode = "201",
-    return ApiResponseDto.ok(null);
+            description = "등록 성공",
-  }
+            content =
-
+                @Content(
-  @Hidden
+                    mediaType = "application/json",
-  @Operation(summary = "job test status", description = "job test status")
+                    schema = @Schema(implementation = DetectMastReq.class))),
-  @GetMapping("/job-test/status")
+        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
-  public ApiResponseDto<Void> findGukYuinMastCompleteYn() {
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
-    gukYuinApiStatusJobService.findGukYuinMastCompleteYn();
+      })
-    return ApiResponseDto.ok(null);
+  @PostMapping("/rlb/objt/{chnDtctObjtId}/stblt/{stbltYn}")
-  }
+  public ApiResponseDto<ChngDetectContDto.ResultLabelDto> updateStbltObjtYn(
-
+      @PathVariable String chnDtctObjtId, @PathVariable String stbltYn) {
-  @Hidden
+    return ApiResponseDto.ok(gukYuinApiService.updateStbltObjtYn(chnDtctObjtId, stbltYn, ""));
-  @Operation(summary = "job test label", description = "job test label")
-  @GetMapping("/job-test/label")
-  public ApiResponseDto<Void> findLabelingCompleteSend() {
-    gukYuinApiLabelJobService.findLabelingCompleteSend();
-    return ApiResponseDto.ok(null);
-  }
-
-  @Hidden
-  @Operation(summary = "job test stblt", description = "job test stblt")
-  @GetMapping("/job-test/stblt")
-  public ApiResponseDto<Void> findGukYuinEligibleForSurvey() {
-    gukYuinApiStbltJobService.findGukYuinEligibleForSurvey();
-    return ApiResponseDto.ok(null);
   }
 }

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

@@ -137,4 +137,15 @@ public class ChngDetectContDto {
     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 pnuDtctId; // PNU탐지ID
-    private String pnu;
+    private String pnu; // PNU코드(19자리)
-    private String lrmSyncYmd;
+    private String lrmSyncYmd; // 지적도동기화일자(YYYYMMDD)
-    private String pnuSyncYmd;
+    private String pnuSyncYmd; // PNU동기화일자(YYYYMMDD)
-    private String mpqdNo; // 도엽번호
+    private String mpqdNo; // 도곽번호
     private String cprsYr; // 비교년도
     private String crtrYr; // 기준년도
-    private String chnDtctSno; // 회차
+    private String chnDtctSno; // 회차, 변화탐지순번
-    private String chnDtctId;
+    private String chnDtctId; // 변화탐지ID(UUID)
 
-    private String chnDtctMstId;
+    private String chnDtctMstId; // 변화탐지마스터ID
-    private String chnDtctObjtId;
+    private String chnDtctObjtId; // 변화탐지객체ID
-    private String chnDtctContId;
+    private String chnDtctContId; // 변화탐지내용ID
-    private String chnCd;
+    private String chnCd; // 변화코드
-    private String chnDtctProb;
+    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 pnuSqms; // PNU면적(㎡)
-    private String pnuDtctSqms;
+    private String pnuDtctSqms; // PNU탐지면적(㎡)
-    private String chnDtctSqms;
+    private String chnDtctSqms; // 변화탐지면적(㎡)
-    private String stbltYn;
+    private String stbltYn; // 적합여부(Y/N) - 안정성 (Y:부적합, N:적합)
-    private String incyCd;
+    private String incyCd; // 부적합코드
-    private String incyRsnCont;
+    private String incyRsnCont; // 부적합사유내용
-    private String lockYn;
+    private String lockYn; // 잠금여부(Y/N)
-    private String lblYn;
+    private String lblYn; // 라벨여부(Y/N)
-    private String chgYn;
+    private String chgYn; // 변경여부(Y/N)
-    private String rsatctNo;
+    private String rsatctNo; // 부동산등기번호
-    private String rmk;
+    private String rmk; // 비고
 
     private String crtDt; // 생성일시
     private String crtEpno; // 생성사원번호
     private String crtIp; // 생성사원아이피
-    private String chgDt;
+    private String chgDt; // 변경일시
-    private String chgEpno;
+    private String chgEpno; // 변경자사번
-    private String chgIp;
+    private String chgIp; // 변경자IP
     private String delYn; // 삭제여부
   }
 

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

@@ -14,9 +14,9 @@ public class GukYuinDto {
   public enum GukYuinLinkFailCode implements EnumType {
     OK("연동 가능"),
     NOT_FOUND("대상 회차가 없습니다."),
-    SCOPE_PART_NOT_ALLOWED("부분 도엽은 연동 불가능 합니다."),
+    SCOPE_PART_NOT_ALLOWED("부분 도엽 추론 결과는 연동 할 수 없습니다."),
-    HAS_RUNNING_INFERENCE("라벨링 진행 중 회차가 있습니다."),
+    HAS_RUNNING_INFERENCE("라벨링 진행중인 회차가 있습니다.\n진행중인 라벨링 작업을 종료하신 후 다시 연동해주세요."),
-    OTHER_GUKYUIN_IN_PROGRESS("국유in 연동 진행 중 회차가 있습니다.");
+    OTHER_GUKYUIN_IN_PROGRESS("국유in 연동이 진행중입니다. 선행 연동 작업이 종료된 후 진행할 수 있습니다.");
 
     private final String desc;
 
@@ -36,8 +36,9 @@ public class GukYuinDto {
   public static class GukYuinLinkableRes {
 
     private boolean linkable;
-    //    private GukYuinLinkFailCode code;
+    private GukYuinLinkFailCode code;
     private String message;
+    private UUID inferenceUuid;
   }
 
   // Repository가 반환할 Fact(조회 결과)
@@ -45,7 +46,8 @@ public class GukYuinDto {
       boolean existsLearn,
       boolean isPartScope,
       boolean hasRunningInference,
-      boolean hasOtherUnfinishedGukYuin) {}
+      boolean hasOtherUnfinishedGukYuin,
+      UUID inferenceUuid) {}
 
   @Getter
   @Setter

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

@@ -66,6 +66,12 @@ public class GukYuinApiService {
   @Value("${gukyuin.cdi}")
   private String gukyuinCdiUrl;
 
+  @Value("${file.nfs}")
+  private String nfs;
+
+  @Value("${file.output-dir}") // 국유인 반영 파일 경로
+  private String outputDir;
+
   @Value("${file.dataset-dir}")
   private String datasetDir;
 
@@ -231,9 +237,12 @@ public class GukYuinApiService {
     GukYuinLinkFailCode code = decideCode(f);
 
     GukYuinLinkableRes res = new GukYuinLinkableRes();
-    //    res.setCode(code);
+    res.setCode(code);
     res.setLinkable(code == GukYuinLinkFailCode.OK);
     res.setMessage(code.getDesc());
+    if (code == GukYuinLinkFailCode.HAS_RUNNING_INFERENCE) {
+      res.setInferenceUuid(f.inferenceUuid());
+    }
     return res;
   }
 
@@ -243,9 +252,9 @@ public class GukYuinApiService {
       return GukYuinLinkFailCode.NOT_FOUND;
     }
 
-    if (f.isPartScope()) {
+    //    if (f.isPartScope()) {
-      return GukYuinLinkFailCode.SCOPE_PART_NOT_ALLOWED;
+    //      return GukYuinLinkFailCode.SCOPE_PART_NOT_ALLOWED;
-    }
+    //    }
 
     if (f.hasRunningInference()) {
       return GukYuinLinkFailCode.HAS_RUNNING_INFERENCE;
@@ -259,7 +268,8 @@ 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
@@ -272,8 +282,9 @@ public class GukYuinApiService {
             + "&reqIp="
             + myip
             + "&reqEpno="
-            + userUtil.getEmployeeNo();
+            + ("Y".equals(batchYn) ? "BATCH" : userUtil.getEmployeeNo());
 
+    log.info("##### API 호출 URL : {}", url);
     ExternalCallResult<ChngDetectContDto.ResultContDto> result =
         externalHttpClient.call(
             url,
@@ -282,6 +293,7 @@ public class GukYuinApiService {
             netUtils.jsonHeaders(),
             ChngDetectContDto.ResultContDto.class);
 
+    log.info("##### API 호출 완료 : {}", result.toString());
     List<ContBasic> contList = result.body().getResult();
     if (contList == null || contList.isEmpty()) {
       return new ResultContDto(
@@ -334,13 +346,14 @@ public class GukYuinApiService {
   }
 
   public ChngDetectContDto.ResultLabelDto updateChnDtctObjtLabelingYn(
-      String chnDtctObjtId, String lblYn) {
+      String chnDtctObjtId, String lblYn, String batchYn) {
     String url = gukyuinCdiUrl + "/rlb/objt/" + chnDtctObjtId + "/lbl/" + lblYn;
 
     ReqInfo info = new ReqInfo();
     info.setReqIp(myip);
-    info.setReqEpno(userUtil.getEmployeeNo());
+    info.setReqEpno("Y".equals(batchYn) ? "BATCH" : userUtil.getEmployeeNo());
 
+    log.info("##### API 호출 URL : {}", url);
     ExternalCallResult<ChngDetectContDto.ResultLabelDto> result =
         externalHttpClient.call(
             url,
@@ -348,6 +361,7 @@ public class GukYuinApiService {
             info,
             netUtils.jsonHeaders(),
             ChngDetectContDto.ResultLabelDto.class);
+    log.info("##### API 호출 완료 : {}", result.toString());
 
     this.insertGukyuinAuditLog(
         EventType.MODIFIED.getId(),
@@ -391,7 +405,7 @@ public class GukYuinApiService {
     return result.body();
   }
 
-  public ResultDto listChnDtctId(String chnDtctId) {
+  public ResultDto listChnDtctId(String chnDtctId, String batchYn) {
     String url =
         gukyuinCdiUrl
             + "/chn/mast/"
@@ -399,12 +413,14 @@ public class GukYuinApiService {
             + "?reqIp="
             + myip
             + "&reqEpno="
-            + userUtil.getEmployeeNo();
+            + ("Y".equals(batchYn) ? "BATCH" : userUtil.getEmployeeNo());
 
+    log.info("##### API 호출 URL : {}", url);
     ExternalCallResult<ChngDetectMastDto.ResultDto> result =
         externalHttpClient.call(
             url, HttpMethod.GET, null, netUtils.jsonHeaders(), ChngDetectMastDto.ResultDto.class);
 
+    log.info("##### API 호출 완료 : {}", result.toString());
     this.insertGukyuinAuditLog(
         EventType.DETAIL.getId(),
         netUtils.getLocalIP(),
@@ -452,10 +468,36 @@ public class GukYuinApiService {
       return new ResponseObj(ApiResponseCode.DUPLICATE_DATA, "이미 국유인 연동을 한 회차입니다.");
     }
 
+    // 추론 shp 파일 생성되는 위치
+    log.info(
+        "═════════════════════════════════[s] datasetDir : 추론 shp파일 생성되는 위치 ══════════════════════════════════");
+    log.info("datasetDir path : " + datasetDir + info.getUid());
+    log.info(
+        "═════════════════════════════════[e] datasetDir : 추론 shp파일 생성되는 위치 ════════════════════════════");
+    if (!Files.isDirectory(Path.of(datasetDir + info.getUid()))) {
+      return new ResponseObj(
+          ApiResponseCode.NOT_FOUND_DATA, "파일 경로에 회차 실행 파일이 생성되지 않았습니다. 확인 부탁드립니다.");
+    }
+
     // 비교년도,기준년도로 전송한 데이터 있는지 확인 후 회차 번호 생성
     Integer maxStage =
         gukyuinCoreService.findMapSheetLearnYearStage(info.getCompareYyyy(), info.getTargetYyyy());
 
+    // reqDto 셋팅
+    // 마운트된 추론 shp 파일 생성되는 위치
+    log.info(
+        "═════════════════════════════════[s] outputDir : 마운트된 추론 shp 파일 생성되는 위치 ══════════════════════════════════");
+    log.info("outputDir path : " + outputDir + info.getUid());
+    log.info(
+        "═════════════════════════════════[e] outputDir : 마운트된 추론 shp 파일 생성되는 위치 ════════════════════════════");
+    String kamconfsDatasetExportPathfsDatasetExportPath = outputDir;
+    ChnDetectMastReqDto reqDto = new ChnDetectMastReqDto();
+    reqDto.setCprsYr(String.valueOf(info.getCompareYyyy()));
+    reqDto.setCrtrYr(String.valueOf(info.getTargetYyyy()));
+    reqDto.setChnDtctSno(String.valueOf(maxStage + 1));
+    reqDto.setChnDtctId(info.getUid());
+    reqDto.setPathNm(kamconfsDatasetExportPathfsDatasetExportPath + info.getUid());
+
     // 1회차를 종료 상태로 처리하고 2회차를 보내야 함
     // 추론(learn), 학습데이터(inference) 둘 다 종료 처리
     if (maxStage > 0) {
@@ -466,19 +508,6 @@ public class GukYuinApiService {
       gukyuinCoreService.updateMapSheetInferenceLabelEndStatus(learnId);
     }
 
-    // reqDto 셋팅
-    ChnDetectMastReqDto reqDto = new ChnDetectMastReqDto();
-    reqDto.setCprsYr(String.valueOf(info.getCompareYyyy()));
-    reqDto.setCrtrYr(String.valueOf(info.getTargetYyyy()));
-    reqDto.setChnDtctSno(String.valueOf(maxStage + 1));
-    reqDto.setChnDtctId(info.getUid());
-    reqDto.setPathNm("/kamco-nfs/dataset/export/" + info.getUid());
-
-    if (!Files.isDirectory(Path.of("/kamco-nfs/dataset/export/" + info.getUid()))) {
-      return new ResponseObj(
-          ApiResponseCode.NOT_FOUND_DATA, "파일 경로에 회차 실행 파일이 생성되지 않았습니다. 확인 부탁드립니다.");
-    }
-
     // 국유인 /chn/mast/regist 전송
     ChngDetectMastDto.RegistResDto result = this.regist(reqDto);
     if (result.getSuccess()) {
@@ -528,7 +557,8 @@ public class GukYuinApiService {
     return result.body();
   }
 
-  public ChngDetectMastDto.RlbDtctDto findRlbDtctList(String chnDtctId, String yyyymmdd) {
+  public ChngDetectMastDto.RlbDtctDto findRlbDtctList(
+      String chnDtctId, String yyyymmdd, String batchYn) {
 
     String url =
         gukyuinCdiUrl
@@ -537,14 +567,16 @@ public class GukYuinApiService {
             + "?reqIp="
             + myip
             + "&reqEpno="
-            + userUtil.getEmployeeNo()
+            + ("Y".equals(batchYn) ? "BATCH" : userUtil.getEmployeeNo())
             + "&yyyymmdd="
             + yyyymmdd;
 
+    log.info("##### API 호출 URL : {}", url);
     ExternalCallResult<ChngDetectMastDto.RlbDtctDto> result =
         externalHttpClient.call(
             url, HttpMethod.GET, null, netUtils.jsonHeaders(), ChngDetectMastDto.RlbDtctDto.class);
 
+    log.info("##### API 호출 완료 : {}", result.toString());
     this.insertGukyuinAuditLog(
         EventType.LIST.getId(),
         netUtils.getLocalIP(),
@@ -578,4 +610,45 @@ public class GukYuinApiService {
         result.body() != null && result.body().getSuccess());
     return result.body();
   }
+
+  public ChngDetectContDto.ResultLabelDto updateStbltObjtYn(
+      String chnDtctObjtId, String stbltYn, String batchYn) {
+    String url = gukyuinCdiUrl + "/rlb/objt/" + chnDtctObjtId + "/stblt/" + stbltYn;
+
+    ReqInfo info = new ReqInfo();
+    info.setReqIp(myip);
+    info.setReqEpno("Y".equals(batchYn) ? "BATCH" : userUtil.getEmployeeNo());
+
+    ExternalCallResult<ChngDetectContDto.ResultLabelDto> result =
+        externalHttpClient.call(
+            url,
+            HttpMethod.POST,
+            info,
+            netUtils.jsonHeaders(),
+            ChngDetectContDto.ResultLabelDto.class);
+
+    this.insertGukyuinAuditLog(
+        EventType.MODIFIED.getId(),
+        netUtils.getLocalIP(),
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        null,
+        result.body().getSuccess());
+
+    return result.body();
+  }
+
+  public void stbltBulkUpdate(List<String> objectIds) {
+    for (String objectId : objectIds) {
+      this.updateStbltObjtYn(objectId, "Y", "");
+    }
+  }
+
+  public List<String> findStbltObjectIds(String uid, String mapSheetNum) {
+    return gukyuinCoreService.findStbltObjectIds(uid, mapSheetNum);
+  }
+
+  public Integer updateStbltRandomData(String uid, int updateCnt) {
+    return gukyuinCoreService.updateStbltRandomData(uid, updateCnt);
+  }
 }

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

@@ -0,0 +1,43 @@
+package com.kamco.cd.kamcoback.inference;
+
+import com.kamco.cd.kamcoback.inference.dto.InferenceResultShpDto;
+import com.kamco.cd.kamcoback.inference.service.InferenceManualService;
+import io.swagger.v3.oas.annotations.Operation;
+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 java.util.List;
+import lombok.RequiredArgsConstructor;
+import org.springframework.web.bind.annotation.PostMapping;
+import org.springframework.web.bind.annotation.RequestMapping;
+import org.springframework.web.bind.annotation.RestController;
+
+@Tag(name = "추론결과 데이터 생성", description = "추론결과 데이터 생성 API")
+@RestController
+@RequiredArgsConstructor
+@RequestMapping("/api/inference/manual")
+public class InferenceManualApiController {
+
+  private final InferenceManualService inferenceManualService;
+
+  @Operation(summary = "추론 결과로 추론 목록 및 shp 생성", description = "추론 결과로 추론 목록 및 shp 생성")
+  @ApiResponses(
+      value = {
+        @ApiResponse(
+            responseCode = "200",
+            description = "데이터 저장 성공",
+            content =
+                @Content(
+                    mediaType = "application/json",
+                    schema =
+                        @Schema(implementation = InferenceResultShpDto.InferenceCntDto.class))),
+        @ApiResponse(responseCode = "400", description = "잘못된 검색 조건", content = @Content),
+        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
+      })
+  @PostMapping("/save")
+  public void saveTesting(List<Long> batchIds) {
+    inferenceManualService.saveResultsTesting(batchIds);
+  }
+}

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;
@@ -7,6 +8,7 @@ import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto;
 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.ResultList;
+import com.kamco.cd.kamcoback.inference.service.InferenceAsyncService;
 import com.kamco.cd.kamcoback.inference.service.InferenceResultService;
 import com.kamco.cd.kamcoback.log.dto.AuditLogDto;
 import com.kamco.cd.kamcoback.log.dto.AuditLogDto.DownloadReq;
@@ -23,6 +25,7 @@ import io.swagger.v3.oas.annotations.media.Schema;
 import io.swagger.v3.oas.annotations.responses.ApiResponse;
 import io.swagger.v3.oas.annotations.responses.ApiResponses;
 import io.swagger.v3.oas.annotations.tags.Tag;
+import jakarta.servlet.http.HttpServletRequest;
 import jakarta.validation.Valid;
 import java.io.IOException;
 import java.nio.file.Files;
@@ -32,11 +35,9 @@ import java.util.List;
 import java.util.Map;
 import java.util.UUID;
 import lombok.RequiredArgsConstructor;
-import org.springframework.core.io.FileSystemResource;
+import lombok.extern.log4j.Log4j2;
-import org.springframework.core.io.Resource;
 import org.springframework.data.domain.Page;
-import org.springframework.http.HttpHeaders;
+import org.springframework.http.HttpStatus;
-import org.springframework.http.MediaType;
 import org.springframework.http.ResponseEntity;
 import org.springframework.web.bind.annotation.DeleteMapping;
 import org.springframework.web.bind.annotation.GetMapping;
@@ -48,16 +49,20 @@ 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
 public class InferenceResultApiController {
 
   private final InferenceResultService inferenceResultService;
+  private final InferenceAsyncService inferenceAsyncService;
   private final MapSheetMngService mapSheetMngService;
   private final ModelMngService modelMngService;
+  private final RangeDownloadResponder rangeDownloadResponder;
 
-  @Operation(summary = "추론관리 목록", description = "어드민 홈 > 추론관리 > 추론관리 > 추론관리 목록")
+  /** 추론관리 목록 화면에서 호출 */
+  @Operation(summary = "추론관리 목록", description = "추론관리 > 추론관리 목록 ")
   @ApiResponses(
       value = {
         @ApiResponse(
@@ -89,7 +94,8 @@ public class InferenceResultApiController {
     return ApiResponseDto.ok(analResList);
   }
 
-  @Operation(summary = "추론 진행 여부 확인", description = "어드민 홈 > 추론관리 > 추론관리 > 추론관리 목록")
+  /** 추론관리 목록 화면에서 호출 */
+  @Operation(summary = "추론 진행 여부 확인", description = "추론관리 > 추론관리 목록")
   @ApiResponses(
       value = {
         @ApiResponse(
@@ -111,7 +117,8 @@ public class InferenceResultApiController {
     return ApiResponseDto.ok(inferenceResultService.getProcessing());
   }
 
-  @Operation(summary = "년도 목록 조회", description = "어드민 홈 > 추론관리 > 추론목록 > 변화탐지 실행 정보 입력 > 년도 목록 조회")
+  /** 추론관리 목록 화면에서 호출 */
+  @Operation(summary = "년도 목록 조회", description = "추론관리 > 추론목록 > 변화탐지 실행 정보 입력 > 년도 목록 조회")
   @ApiResponses(
       value = {
         @ApiResponse(
@@ -129,7 +136,8 @@ public class InferenceResultApiController {
     return ApiResponseDto.ok(mapSheetMngService.findMapSheetMngDoneYyyyList());
   }
 
-  @Operation(summary = "변화탐지 실행 정보 입력", description = "어드민 홈 > 추론관리 > 추론목록 > 변화탐지 실행 정보 입력")
+  /** 변화탐지 실행 정보 입력화면에서 호출 */
+  @Operation(summary = "변화탐지 실행 정보 입력, 추론실행", description = "추론관리 > 추론목록 > 변화탐지 실행 정보 입력")
   @ApiResponses(
       value = {
         @ApiResponse(
@@ -150,11 +158,12 @@ public class InferenceResultApiController {
           @RequestBody
           @Valid
           InferenceResultDto.RegReq req) {
-    UUID uuid = inferenceResultService.saveInferenceInfo(req);
+    UUID uuid = inferenceResultService.run(req);
     return ApiResponseDto.ok(uuid);
   }
 
-  @Operation(summary = "추론 종료", description = "추론 종료")
+  /** 추론진행 현황 화면에서 호출 */
+  @Operation(summary = "추론 종료", description = "추론관리 > 추론목록 > 추론진행 현황")
   @ApiResponses(
       value = {
         @ApiResponse(
@@ -169,11 +178,13 @@ public class InferenceResultApiController {
       })
   @DeleteMapping("/end")
   public ApiResponseDto<UUID> getInferenceGeomList() {
-    UUID uuid = inferenceResultService.deleteInferenceEnd();
+    //    UUID uuid = inferenceResultService.deleteInferenceEnd();
+    UUID uuid = inferenceAsyncService.asyncInferenceEnd();
     return ApiResponseDto.ok(uuid);
   }
 
-  @Operation(summary = "분석 모델 선택 조회", description = "변화탐지 실행 정보 입력 모델선택 팝업 ")
+  /** 변화탐지 실행 정보 입력화면에서 호출 */
+  @Operation(summary = "분석 모델 선택 조회", description = "추론관리 > 추론목록 > 변화탐지 실행 정보 입력 > 모델선택 팝업 ")
   @ApiResponses(
       value = {
         @ApiResponse(
@@ -194,7 +205,7 @@ 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) {
@@ -204,7 +215,8 @@ public class InferenceResultApiController {
     return ApiResponseDto.ok(result);
   }
 
-  @Operation(summary = "추론관리 추론진행 서버 현황", description = "추론관리 추론진행 서버 현황")
+  /** 추론진행 현황 화면에서 호출 */
+  @Operation(summary = "추론관리 추론진행 서버 현황", description = "추론관리 > 추론목록 > 추론진행 현황")
   @ApiResponses(
       value = {
         @ApiResponse(
@@ -223,7 +235,8 @@ public class InferenceResultApiController {
     return ApiResponseDto.ok(inferenceResultService.getInferenceServerStatusList());
   }
 
-  @Operation(summary = "추론관리 진행현황 상세", description = "어드민 홈 > 추론관리 > 추론관리 > 진행현황 상세")
+  /** 추론진행 현황 화면에서 호출 */
+  @Operation(summary = "추론관리 진행현황 상세", description = "추론관리 > 추론진행 현황")
   @ApiResponses(
       value = {
         @ApiResponse(
@@ -247,7 +260,8 @@ public class InferenceResultApiController {
     return ApiResponseDto.ok(inferenceResultService.getInferenceStatus(uuid));
   }
 
-  @Operation(summary = "추론결과 기본정보", description = "추론결과 기본정보")
+  /** 추론결과 화면에서 호출 */
+  @Operation(summary = "추론결과 기본정보", description = "추론관리 > 추론결과")
   @ApiResponses(
       value = {
         @ApiResponse(
@@ -268,7 +282,8 @@ public class InferenceResultApiController {
     return ApiResponseDto.ok(inferenceResultService.getInferenceResultInfo(uuid));
   }
 
-  @Operation(summary = "추론결과 분류별 탐지 건수", description = "추론결과 분류별 탐지 건수")
+  /** 추론결과 화면에서 호출 */
+  @Operation(summary = "추론결과 분류별 탐지 건수", description = "추론관리 > 추론결과")
   @ApiResponses(
       value = {
         @ApiResponse(
@@ -289,6 +304,7 @@ public class InferenceResultApiController {
     return ApiResponseDto.ok(inferenceResultService.getInferenceClassCountList(uuid));
   }
 
+  /** 추론결과 화면에서 호출 */
   @Operation(summary = "추론관리 분석결과 상세 목록", description = "추론관리 분석결과 상세 목록 geojson 데이터 조회")
   @ApiResponses(
       value = {
@@ -328,12 +344,14 @@ public class InferenceResultApiController {
     return ApiResponseDto.ok(geomList);
   }
 
+  /** 추론결과 화면에서 호출 */
+  /** 다운로드는 a 링크로 받는걸로 변경되어 사번을 파라미터로 받아서 로그에 저장하는걸로 변경함 */
   @Operation(summary = "shp 파일 다운로드", description = "추론관리 분석결과 shp 파일 다운로드")
   @ApiResponses(
       value = {
         @ApiResponse(
             responseCode = "200",
-            description = "shp zip파일 다운로드",
+            description = "shp 파일 다운로드",
             content =
                 @Content(
                     mediaType = "application/octet-stream",
@@ -341,16 +359,17 @@ 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)
+  @GetMapping("/download/{uuid}")
-  public ResponseEntity<Resource> downloadShp(
+  public ResponseEntity<?> download(
-      @Parameter(description = "uuid", example = "0192efc6-9ec2-43ee-9a90-5b73e763c09f")
+      @PathVariable UUID uuid,
-          @PathVariable
+      @Parameter(description = "사번", example = "123456") @RequestParam String employeeNo,
-          UUID uuid)
+      HttpServletRequest request)
       throws IOException {
-
     String path;
     String uid;
+
     try {
+      // 추론결과 shp zip 파일 확인하여 다운로드 경로 생성
       Map<String, Object> map = inferenceResultService.shpDownloadPath(uuid);
       path = String.valueOf(map.get("path"));
       uid = String.valueOf(map.get("uid"));
@@ -359,25 +378,15 @@ public class InferenceResultApiController {
     }
 
     Path zipPath = Path.of(path);
-
+    if (!Files.isRegularFile(zipPath)) {
-    if (!Files.exists(zipPath) || !Files.isReadable(zipPath)) {
+      return ResponseEntity.status(HttpStatus.NOT_FOUND).body("다운로드 받을 파일이 없습니다.");
-      return ResponseEntity.notFound().build();
     }
 
-    FileSystemResource resource = new FileSystemResource(zipPath);
+    return rangeDownloadResponder.buildZipResponse(zipPath, uid + ".zip", request);
-
-    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);
   }
 
-  @Operation(summary = "shp 파일 다운로드 이력", description = "추론관리 분석결과 shp 파일 다운로드 이력")
+  /** 추론결과 화면에서 호출 */
+  @Operation(summary = "shp 파일 다운로드 이력 조회", description = "추론관리 분석결과 shp 파일 다운로드 이력 조회")
   @GetMapping(value = "/download-audit/{uuid}")
   @ApiResponses(
       value = {
@@ -392,19 +401,20 @@ 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);
@@ -413,13 +423,13 @@ public class InferenceResultApiController {
     downloadReq.setStartDate(strtDttm);
     downloadReq.setEndDate(endDttm);
     downloadReq.setSearchValue(searchValue);
-    downloadReq.setMenuId("22");
+    downloadReq.setRequestUri("/api/inference/download/" + uuid);
-    downloadReq.setRequestUri("/api/inference/download-audit");
 
     return ApiResponseDto.ok(inferenceResultService.getDownloadAudit(searchReq, downloadReq));
   }
 
-  @Operation(summary = "추론 실행중인 도엽 목록", description = "추론관리 실행중인 도엽명 5k 목록")
+  /** 추론진행 현황 화면에서 호출, 분석도엽 부분 옵션일때 분석중인 도엽 확인용 */
+  @Operation(summary = "추론관리 분석중인 도엽명 5k 목록", description = "추론관리 분석중인 도엽명 50k 목록")
   @ApiResponses({
     @ApiResponse(
         responseCode = "200",

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

@@ -1,90 +0,0 @@
-package com.kamco.cd.kamcoback.inference;
-
-import com.kamco.cd.kamcoback.common.exception.CustomApiException;
-import com.kamco.cd.kamcoback.common.geometry.GeoJsonFileWriter.Scene;
-import com.kamco.cd.kamcoback.config.api.ApiResponseDto;
-import com.kamco.cd.kamcoback.inference.dto.InferenceResultShpDto;
-import com.kamco.cd.kamcoback.inference.service.InferenceResultShpService;
-import io.swagger.v3.oas.annotations.Operation;
-import io.swagger.v3.oas.annotations.Parameter;
-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 java.util.List;
-import java.util.Map;
-import java.util.UUID;
-import lombok.RequiredArgsConstructor;
-import lombok.extern.log4j.Log4j2;
-import org.springframework.http.HttpStatus;
-import org.springframework.web.bind.annotation.PathVariable;
-import org.springframework.web.bind.annotation.PostMapping;
-import org.springframework.web.bind.annotation.RequestBody;
-import org.springframework.web.bind.annotation.RequestMapping;
-import org.springframework.web.bind.annotation.RestController;
-
-@Tag(name = "추론결과 데이터 생성", description = "추론결과 데이터 생성 API")
-@Log4j2
-@RestController
-@RequiredArgsConstructor
-@RequestMapping("/api/inference/shp")
-public class InferenceResultShpApiController {
-
-  private final InferenceResultShpService inferenceResultShpService;
-  public static final String MAP_ID =
-      "{ \"mapIds\": [\"37716096\",\"37716095\",\"37716094\",\"37716091\",\"37716086\",\"37716085\",\"37716084\",\"37716083\",\"37716076\",\"37716066\",\"37716065\",\"37716064\",\"37716063\",\"37716061\",\"37716051\",\"37716011\"] }";
-
-  @Operation(summary = "추론결과 데이터 저장", description = "추론결과 데이터 저장")
-  @ApiResponses(
-      value = {
-        @ApiResponse(
-            responseCode = "201",
-            description = "데이터 저장 성공",
-            content =
-                @Content(
-                    mediaType = "application/json",
-                    schema =
-                        @Schema(implementation = InferenceResultShpDto.InferenceCntDto.class))),
-        @ApiResponse(responseCode = "400", description = "잘못된 검색 조건", content = @Content),
-        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
-      })
-  @PostMapping("/save/{learnId}")
-  public ApiResponseDto<InferenceResultShpDto.InferenceCntDto> saveInferenceData(
-      @PathVariable Long learnId) {
-    return ApiResponseDto.createOK(inferenceResultShpService.saveInferenceResultData(learnId));
-  }
-
-  @Operation(summary = "추론결과 shp 생성", description = "추론결과 shp 생성")
-  @PostMapping("/shp/{uuid}")
-  public ApiResponseDto<Void> createShp(
-      @Parameter(example = "feb2ec0b-a0f7-49ca-95e4-98b2231bdaae") @PathVariable UUID uuid) {
-    inferenceResultShpService.createShp(uuid);
-    return ApiResponseDto.createOK(null);
-  }
-
-  @Operation(summary = "추론실행에 필요한 geojson 파일 생성", description = "추론실행에 필요한 geojson 파일 생성")
-  @PostMapping("/geojson/{yyyy}/{mapSheetScope}/{detectOption}")
-  public ApiResponseDto<Scene> createGeojson(
-      @Schema(description = "년도") @PathVariable String yyyy,
-      @Schema(description = "전체(ALL),부분(PART)", example = "PART") @PathVariable
-          String mapSheetScope,
-      @Schema(description = "추론제외(EXCL),이전 년도 도엽 사용(PREV)", example = "EXCL") @PathVariable
-          String detectOption,
-      @Schema(description = "5k도엽번호", example = MAP_ID) @RequestBody Map<String, Object> body) {
-
-    Object raw = body.get("mapIds");
-
-    if (raw == null) {
-      throw new CustomApiException("BAD_REQUEST", HttpStatus.BAD_REQUEST);
-    }
-
-    @SuppressWarnings("unchecked")
-    List<String> mapIds = (List<String>) raw;
-
-    Scene scene =
-        inferenceResultShpService.createGeojson(yyyy, mapSheetScope, detectOption, mapIds);
-
-    return ApiResponseDto.createOK(scene);
-  }
-}

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

@@ -458,6 +458,7 @@ public class InferenceDetailDto {
     private String bboxGeom;
     private String bboxCenterPoint;
     private UUID inferenceUuid;
+    private String status;
 
     public AnalResultInfo(
         String analTitle,
@@ -474,7 +475,8 @@ public class InferenceDetailDto {
         String subUid,
         Boolean applyYn,
         ZonedDateTime applyDttm,
-        UUID inferenceUuid) {
+        UUID inferenceUuid,
+        String status) {
       this.analTitle = analTitle;
       this.modelVer1 = modelVer1;
       this.modelVer2 = modelVer2;
@@ -489,6 +491,7 @@ public class InferenceDetailDto {
       this.subUid = subUid;
       this.applyYn = applyYn;
       this.applyDttm = applyDttm;
+      this.status = status;
       Duration elapsed =
           (inferStartDttm != null && inferEndDttm != null)
               ? Duration.between(inferStartDttm, inferEndDttm)
@@ -538,6 +541,10 @@ public class InferenceDetailDto {
     public Boolean getApplyYn() {
       return this.applyYn != null && this.applyYn;
     }
+
+    public String getStatusNm() {
+      return InferenceResultDto.Status.getDescByCode(this.status);
+    }
   }
 
   @Getter

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

@@ -18,6 +18,7 @@ import lombok.AllArgsConstructor;
 import lombok.Getter;
 import lombok.NoArgsConstructor;
 import lombok.Setter;
+import lombok.ToString;
 import org.springframework.data.domain.PageRequest;
 import org.springframework.data.domain.Pageable;
 
@@ -86,6 +87,7 @@ public class InferenceResultDto {
     READY("대기"),
     IN_PROGRESS("진행중"),
     END("완료"),
+    END_FAIL("종료실패"),
     FORCED_END("강제종료");
     private final String desc;
 
@@ -240,21 +242,22 @@ public class InferenceResultDto {
   @Setter
   @NoArgsConstructor
   @AllArgsConstructor
+  @ToString
   public static class RegReq {
 
     @Schema(description = "제목", example = "2023-2024 변화탐지 테스트")
     @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;
 
@@ -272,11 +275,10 @@ public class InferenceResultDto {
     private String mapSheetScope;
 
     @Schema(description = "탐지 데이터 옵션 - 추론제외(EXCL), 이전 년도 도엽 사용(PREV)", example = "EXCL")
-    @NotBlank
+    //    @EnumValid(
-    @EnumValid(
+    //        enumClass = DetectOption.class,
-        enumClass = DetectOption.class,
+    //        message = "탐지 데이터 옵션은 '추론제외', '이전 년도 도엽 사용' 만 사용 가능합니다.")
-        message = "탐지 데이터 옵션은 '추론제외', '이전 년도 도엽 사용' 만 사용 가능합니다.")
+    private DetectOption detectOption;
-    private String detectOption;
 
     @Schema(description = "5k 도협 번호 목록", example = "[33605,33606, 33610, 34802, 35603, 35611]")
     @NotNull
@@ -297,6 +299,30 @@ 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 +362,6 @@ 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 +498,19 @@ 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 +678,14 @@ 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/InferenceResultShpDto.java

@@ -71,14 +71,16 @@ public class InferenceResultShpDto {
   @NoArgsConstructor
   public static class InferenceCntDto {
 
-    @Schema(description = "추론 결과(inference_results)를 기준으로 신규 목록 저장 터이터 건수", example = "120")
+    @Schema(
+        description = "추론 결과(inference_results_testing)를 기준으로 데이터 목록 저장 터이터 건수",
+        example = "120")
     int sheetAnalDataCnt;
 
-    @Schema(description = "추론 결과(inference_results)를 기준으로 신규 저장 데이터 건수", example = "120")
+    @Schema(description = "추론 결과(inference_results_testing)를 기준으로 저장 Geom 데이터 건수", example = "120")
-    int inferenceCnt;
-
-    @Schema(description = "추론 결과(inference_results)를 기준으로 신규 저장 Geom 데이터 건수", example = "120")
     int inferenceGeomCnt;
+
+    @Schema(description = "추론 결과(inference_results_testing)를 기준으로 저장 집계 데이터 건수", example = "120")
+    int inferenceSttcnt;
   }
 
   @Setter

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/InferenceAsyncService.java

@@ -0,0 +1,117 @@
+package com.kamco.cd.kamcoback.inference.service;
+
+import com.kamco.cd.kamcoback.common.exception.CustomApiException;
+import com.kamco.cd.kamcoback.common.inference.service.InferenceCommonService;
+import com.kamco.cd.kamcoback.common.utils.UserUtil;
+import com.kamco.cd.kamcoback.config.resttemplate.ExternalHttpClient;
+import com.kamco.cd.kamcoback.config.resttemplate.ExternalHttpClient.ExternalCallResult;
+import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.SaveInferenceAiDto;
+import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.Status;
+import com.kamco.cd.kamcoback.postgres.core.AuditLogCoreService;
+import com.kamco.cd.kamcoback.postgres.core.InferenceResultCoreService;
+import com.kamco.cd.kamcoback.postgres.core.MapSheetMngCoreService;
+import com.kamco.cd.kamcoback.postgres.core.ModelMngCoreService;
+import java.time.ZonedDateTime;
+import java.util.List;
+import java.util.UUID;
+import lombok.RequiredArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.beans.factory.annotation.Value;
+import org.springframework.http.HttpHeaders;
+import org.springframework.http.HttpMethod;
+import org.springframework.http.HttpStatus;
+import org.springframework.http.MediaType;
+import org.springframework.scheduling.annotation.Async;
+import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
+
+/** 추론 관리 */
+@Service
+@Slf4j
+@RequiredArgsConstructor
+@Transactional(readOnly = true)
+public class InferenceAsyncService {
+
+  private final InferenceResultCoreService inferenceResultCoreService;
+  private final MapSheetMngCoreService mapSheetMngCoreService;
+  private final ModelMngCoreService modelMngCoreService;
+  private final AuditLogCoreService auditLogCoreService;
+  private final InferenceCommonService inferenceCommonService;
+
+  private final ExternalHttpClient externalHttpClient;
+  private final UserUtil userUtil;
+
+  @Value("${inference.batch-url}")
+  private String batchUrl;
+
+  @Value("${inference.inference-server-name}")
+  private String inferenceServerName;
+
+  @Value("${file.dataset-dir}")
+  private String datasetDir;
+
+  @Value("${spring.profiles.active}")
+  private String activeEnv;
+
+  @Value("${inference.geojson-dir}")
+  private String inferenceDir;
+
+  // 0313
+  @Transactional
+  public UUID asyncInferenceEnd() {
+    SaveInferenceAiDto dto = inferenceResultCoreService.getProcessing();
+    if (dto == null) {
+      throw new CustomApiException("NOT_FOUND", HttpStatus.NOT_FOUND);
+    }
+
+    this.deleteInferenceEndAsync(dto); // 비동기 종료 호출
+
+    return dto.getUuid();
+  }
+
+  // 0313
+  @Async("inferenceEndExecutor")
+  @Transactional
+  public void deleteInferenceEndAsync(SaveInferenceAiDto dto) {
+    Long batchId = dto.getBatchId();
+    String url = batchUrl + "/" + batchId;
+
+    HttpHeaders headers = new HttpHeaders();
+    headers.setContentType(MediaType.APPLICATION_JSON);
+    headers.setAccept(List.of(MediaType.APPLICATION_JSON));
+
+    try {
+      log.info("[추론 종료 비동기 시작] uuid={}, batchId={}", dto.getUuid(), batchId);
+
+      ExternalCallResult<String> result =
+          externalHttpClient.callLong(url, HttpMethod.DELETE, dto, headers, String.class);
+
+      if (!result.success()) {
+        log.error("[추론 종료 실패] 외부 API 호출 실패. uuid={}, batchId={}", dto.getUuid(), batchId);
+
+        SaveInferenceAiDto failRequest = new SaveInferenceAiDto();
+        failRequest.setUuid(dto.getUuid());
+        failRequest.setStatus(Status.END_FAIL.getId()); // TODO: 종료실패 상태 추가하는 게 맞는지?
+        failRequest.setUpdateUid(userUtil.getId());
+        failRequest.setInferEndDttm(ZonedDateTime.now());
+        inferenceResultCoreService.update(failRequest);
+        return;
+      }
+
+      SaveInferenceAiDto request = new SaveInferenceAiDto();
+      request.setStatus(Status.FORCED_END.getId());
+      request.setUuid(dto.getUuid());
+      request.setUpdateUid(userUtil.getId());
+      request.setInferEndDttm(ZonedDateTime.now());
+      inferenceResultCoreService.update(request);
+
+      Long learnId = inferenceResultCoreService.getInferenceLearnIdByUuid(dto.getUuid());
+      inferenceResultCoreService.upsertGeomData(learnId);
+
+      log.info("[추론 종료 비동기 완료] uuid={}, batchId={}", dto.getUuid(), batchId);
+
+    } catch (Exception e) {
+      log.error("[추론 종료 비동기 예외] uuid={}, batchId={}", dto.getUuid(), batchId, e);
+    }
+  }
+}

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

@@ -0,0 +1,61 @@
+package com.kamco.cd.kamcoback.inference.service;
+
+import com.kamco.cd.kamcoback.common.exception.CustomApiException;
+import com.kamco.cd.kamcoback.inference.dto.InferenceResultsTestingDto;
+import com.kamco.cd.kamcoback.postgres.core.InferenceResultCoreService;
+import com.kamco.cd.kamcoback.postgres.core.ModelMngCoreService;
+import java.util.List;
+import lombok.RequiredArgsConstructor;
+import org.springframework.http.HttpStatus;
+import org.springframework.stereotype.Service;
+
+@Service
+@RequiredArgsConstructor
+public class InferenceManualService {
+  private final InferenceResultCoreService inferenceResultCoreService;
+  private final ModelMngCoreService modelMngCoreService;
+
+  public void saveResultsTesting(List<Long> batchIds) {
+    // 배치 id로 추론 결과 testing 테이블에서 조회
+    List<InferenceResultsTestingDto.Basic> resultInfoList =
+        inferenceResultCoreService.getInferenceResultGroupList(batchIds);
+
+    if (resultInfoList.isEmpty()) {
+      throw new CustomApiException("NOT_FOUND", HttpStatus.NOT_FOUND);
+    }
+
+    //    Long compareYear = resultInfoList.getFirst().getBeforeYear();
+    //    Long targetYear = resultInfoList.getFirst().getAfterYear();
+    //    String title = compareYear + "-" + targetYear + "변화탐지";
+    //
+    //    InferenceResultDto.RegReq inferenceDto =  new InferenceResultDto.RegReq();
+    //    inferenceDto.setTitle(title);
+    //    inferenceDto.setCompareYyyy(Integer.valueOf(compareYear));
+    //    inferenceDto.setTargetYyyy(targetYear);
+    //    // 추론 기본정보 저장
+    //    for (InferenceResultsTestingDto.Basic result : resultInfoList) {
+    //
+    //      if (result.getModelVersion().startsWith(ModelType.G1.getId()) ||
+    // result.getModelVersion().startsWith("M1")) {
+    //        ModelMngDto.Basic model =
+    // modelMngCoreService.findByModelVer(result.getModelVersion());
+    //        inferenceDto.setModel1Uuid(model.getUuid());
+    //
+    //      } else if (result.getModelVersion().startsWith("G2") ||
+    // result.getModelVersion().startsWith("M2")) {
+    //        ModelMngDto.Basic model =
+    // modelMngCoreService.findByModelVer(result.getModelVersion());
+    //        inferenceDto.setModel2Uuid(model.getUuid());
+    //
+    //      } else if (result.getModelVersion().startsWith("G3") ||
+    // result.getModelVersion().startsWith("M3")) {
+    //        ModelMngDto.Basic model =
+    // modelMngCoreService.findByModelVer(result.getModelVersion());
+    //        inferenceDto.setModel3Uuid(model.getUuid());
+    //      }
+    //
+    //      System.out.println(result);
+    //    }
+
+  }
+}

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

@@ -1,11 +1,11 @@
 package com.kamco.cd.kamcoback.inference.service;
 
-import com.fasterxml.jackson.core.JsonProcessingException;
-import com.fasterxml.jackson.core.type.TypeReference;
-import com.fasterxml.jackson.databind.ObjectMapper;
 import com.kamco.cd.kamcoback.common.exception.CustomApiException;
+import com.kamco.cd.kamcoback.common.geometry.GeoJsonFileWriter;
 import com.kamco.cd.kamcoback.common.geometry.GeoJsonFileWriter.ImageFeature;
 import com.kamco.cd.kamcoback.common.geometry.GeoJsonFileWriter.Scene;
+import com.kamco.cd.kamcoback.common.inference.service.InferenceCommonService;
+import com.kamco.cd.kamcoback.common.inference.utils.GeoJsonValidator;
 import com.kamco.cd.kamcoback.common.utils.UserUtil;
 import com.kamco.cd.kamcoback.config.resttemplate.ExternalHttpClient;
 import com.kamco.cd.kamcoback.config.resttemplate.ExternalHttpClient.ExternalCallResult;
@@ -21,7 +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.MapSheetNumDto;
+import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.MapSheetScope;
 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.InferenceResultDto.Status;
@@ -39,12 +39,15 @@ import com.kamco.cd.kamcoback.postgres.core.InferenceResultCoreService;
 import com.kamco.cd.kamcoback.postgres.core.MapSheetMngCoreService;
 import com.kamco.cd.kamcoback.postgres.core.ModelMngCoreService;
 import jakarta.validation.constraints.NotNull;
+import java.io.IOException;
+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.Comparator;
 import java.util.HashMap;
+import java.util.HashSet;
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
@@ -53,7 +56,7 @@ import java.util.Set;
 import java.util.UUID;
 import java.util.stream.Collectors;
 import lombok.RequiredArgsConstructor;
-import lombok.extern.log4j.Log4j2;
+import lombok.extern.slf4j.Slf4j;
 import org.springframework.beans.factory.annotation.Value;
 import org.springframework.data.domain.Page;
 import org.springframework.http.HttpHeaders;
@@ -63,8 +66,9 @@ import org.springframework.http.MediaType;
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
 
+/** 추론 관리 */
 @Service
-@Log4j2
+@Slf4j
 @RequiredArgsConstructor
 @Transactional(readOnly = true)
 public class InferenceResultService {
@@ -73,14 +77,11 @@ public class InferenceResultService {
   private final MapSheetMngCoreService mapSheetMngCoreService;
   private final ModelMngCoreService modelMngCoreService;
   private final AuditLogCoreService auditLogCoreService;
+  private final InferenceCommonService inferenceCommonService;
 
   private final ExternalHttpClient externalHttpClient;
-  private final ObjectMapper objectMapper;
   private final UserUtil userUtil;
 
-  @Value("${inference.url}")
-  private String inferenceUrl;
-
   @Value("${inference.batch-url}")
   private String batchUrl;
 
@@ -91,7 +92,10 @@ public class InferenceResultService {
   private String datasetDir;
 
   @Value("${spring.profiles.active}")
-  private String profile;
+  private String activeEnv;
+
+  @Value("${inference.geojson-dir}")
+  private String inferenceDir;
 
   /**
    * 추론관리 목록
@@ -104,7 +108,7 @@ public class InferenceResultService {
   }
 
   /**
-   * 추론 진행중인지 확인
+   * 추론 진행중인지 확인, 변화탐지 설정 등록 버튼 활성화 여부에 필요함
    *
    * @return
    */
@@ -117,7 +121,343 @@ public class InferenceResultService {
   }
 
   /**
-   * 변화탐지 실행 정보 생성
+   * 추론 실행 - 추론제외, 이전연도 도엽 사용 분기
+   *
+   * @param req
+   * @return
+   */
+  @Transactional
+  public UUID run(InferenceResultDto.RegReq req) {
+    log.info("inference start request = {}", req);
+    DetectOption detectOption = req.getDetectOption();
+    if (detectOption == DetectOption.EXCL) {
+      // 추론 제외 일때 EXCL
+      return runExcl(req);
+    }
+    // 이전연도 도엽 사용 일때 PREV
+    return runPrev(req);
+  }
+
+  /**
+   * 변화탐지 [옵션 추론제외 실행]
+   *
+   * @param req
+   * @return
+   */
+  public UUID runExcl(InferenceResultDto.RegReq req) {
+    // 기준연도 실행가능 도엽 조회
+    List<MngListDto> targetMngList =
+        mapSheetMngCoreService.getMapSheetMngHst(req.getTargetYyyy(), req.getMapSheetNum());
+
+    if (targetMngList == null || targetMngList.isEmpty()) {
+      throw new CustomApiException("NOT_FOUND_MAP_SHEET_NUM", HttpStatus.NOT_FOUND);
+    }
+    log.info("targetMngList size = {}", targetMngList.size());
+
+    // 비교연도 실행가능 도엽 조회
+    List<MngListDto> compareMngList =
+        mapSheetMngCoreService.getMapSheetMngHst(req.getCompareYyyy(), req.getMapSheetNum());
+
+    if (compareMngList == null || compareMngList.isEmpty()) {
+      throw new CustomApiException("NOT_FOUND_COMPARE_YEAR", HttpStatus.NOT_FOUND);
+    }
+    log.info("compareMngList size = {}", compareMngList.size());
+
+    // compare 도엽번호 Set 구성
+    Set<String> compareSet =
+        compareMngList.stream()
+            .map(MngListDto::getMapSheetNum)
+            .filter(Objects::nonNull)
+            .collect(Collectors.toSet());
+
+    // 기준년도 비교년도 동일한 도엽번호만 담기
+    List<MngListDto> intersectionList =
+        targetMngList.stream()
+            .filter(dto -> dto.getMapSheetNum() != null)
+            .filter(dto -> compareSet.contains(dto.getMapSheetNum()))
+            .toList();
+
+    log.info("target size = {}", targetMngList.size());
+    log.info("compare size = {}", compareMngList.size());
+    log.info("intersection size = {}", intersectionList.size());
+
+    // 비교 연도 도엽번호를 꺼내와서 최종 추론 대상 도엽번호를 담기
+    List<String> mapSheetNums =
+        intersectionList.stream()
+            .map(MngListDto::getMapSheetNum)
+            .filter(Objects::nonNull)
+            .distinct()
+            .toList();
+
+    int targetTotal = targetMngList.size();
+    int compareTotal = compareMngList.size();
+    int intersection = intersectionList.size();
+
+    // ===== MapSheet Year Comparison =====
+    // target Total               : 기준연도 실행가능 전체 도엽 수
+    // compare Total              : 비교연도 실행가능 전체 도엽 수
+    // Intersection               : 양 연도에 모두 존재하는 도엽 수 (최종 추론 대상)
+    // target Only (Excluded)     : 기준연도에만 존재하고 비교연도에는 없는 도엽 수
+    // compare Only               : 비교연도에만 존재하고 기준연도에는 없는 도엽 수
+    // ====================================
+
+    log.info(
+        """
+        ===== MapSheet Year Comparison =====
+        target Total: {}
+        compare Total: {}
+        Intersection: {}
+        target Only (Excluded): {}
+        compare Only: {}
+        ====================================
+        """,
+        targetTotal,
+        compareTotal,
+        intersection,
+        targetTotal - intersection,
+        compareTotal - intersection);
+
+    if (mapSheetNums.isEmpty()) {
+      // 추론 가능한 도엽이 없습니다.
+      throw new CustomApiException("NOT_FOUND_MAP_SHEET_NUM", HttpStatus.NOT_FOUND);
+    }
+
+    // compare geojson 파일 생성
+    Scene compareScene =
+        getSceneInference(
+            req.getCompareYyyy().toString(), // 기준년도
+            mapSheetNums, // 최종 추론 대상
+            req.getMapSheetScope(), // ALL / 부분
+            req.getDetectOption()); // EXCL / PREV
+
+    // target geojson 파일 생성
+    Scene targetScene =
+        getSceneInference(
+            req.getTargetYyyy().toString(), // 대상년도
+            mapSheetNums, // 최종 추론 대상
+            req.getMapSheetScope(),
+            req.getDetectOption());
+
+    log.info("비교년도 geojson 파일 validation ===== {}", compareScene.getFilePath());
+    GeoJsonValidator.validateWithRequested(compareScene.getFilePath(), mapSheetNums);
+    log.info("기준년도 geojson 파일 validation ===== {}", targetScene.getFilePath());
+    GeoJsonValidator.validateWithRequested(targetScene.getFilePath(), mapSheetNums);
+
+    // 추론 실행
+    return executeInference(
+        req,
+        intersectionList, // 전체 target 목록
+        mapSheetNums, // 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) {
+    Integer targetYyyy = req.getTargetYyyy();
+    Integer compareYyyy = req.getCompareYyyy();
+    String mapSheetScope = req.getMapSheetScope();
+
+    log.info("[{}|{}}] ,{}", compareYyyy, targetYyyy, mapSheetScope);
+
+    // 기준연도 실행가능 도엽 조회[AFTER]
+    List<MngListDto> targetMngList =
+        mapSheetMngCoreService.getMapSheetMngHst(targetYyyy, req.getMapSheetNum());
+
+    log.info("[runPrev] targetMngList size = {}", targetMngList.size());
+    if (targetMngList == null || targetMngList.isEmpty()) {
+      throw new CustomApiException("NOT_FOUND_TARGET_YEAR", HttpStatus.NOT_FOUND);
+    }
+
+    // 비교연도 실행가능 도엽 조회
+    List<MngListDto> compareMngList =
+        mapSheetMngCoreService.getMapSheetMngHst(compareYyyy, req.getMapSheetNum());
+
+    log.info("[runPrev] compareMngList size = {}", compareMngList.size());
+    if (compareMngList == null || compareMngList.isEmpty()) {
+      throw new CustomApiException("NOT_FOUND_COMPARE_YEAR", HttpStatus.NOT_FOUND);
+    }
+
+    log.info("[runPrev] Difference in count = {}", targetMngList.size() - compareMngList.size());
+
+    // 로그용 원본 카운트 (이전도엽 추가 전)
+    int targetTotal = targetMngList.size();
+    int compareTotalBeforeFallback = compareMngList.size();
+
+    // 기준연도 기준 비교연도 구해서 이전년도로 compare 보완 하기위해서 도엽번호만 정리
+    Set<String> compareSet0 =
+        compareMngList.stream()
+            .map(MngListDto::getMapSheetNum)
+            .filter(Objects::nonNull)
+            .collect(Collectors.toSet());
+
+    // 기준연도 기준 비교연도에 도협번호가 없으면 이전연도 조회해서 compare 보완, 없는거 담기
+    List<String> targetOnlyMapSheetNums =
+        targetMngList.stream()
+            .map(MngListDto::getMapSheetNum)
+            .filter(Objects::nonNull)
+            .filter(num -> !compareSet0.contains(num))
+            .toList();
+
+    log.info("[runPrev] targetOnlyMapSheetNums in count = {}", targetOnlyMapSheetNums.size());
+
+    // 이전연도 초회 추가
+    compareMngList.addAll(
+        mapSheetMngCoreService.findFallbackCompareYearByMapSheets(
+            compareYyyy, targetOnlyMapSheetNums));
+
+    log.info("[runPrev] fallback compare size= {}", compareMngList.size());
+
+    // 이전연도 추가 후 compare 총 개수
+    int compareTotalAfterFallback = compareMngList.size();
+
+    // 이전연도 추가한 기준연도 값 도협번호만 담기
+    Set<String> compareSet1 =
+        compareMngList.stream()
+            .map(MngListDto::getMapSheetNum)
+            .filter(Objects::nonNull)
+            .collect(Collectors.toSet());
+
+    // 기준연도 기준으로 비교연도에 있는것만 담기 (도협번호) 결국 비교년도와 개수가 같아짐
+    List<String> mapSheetNums =
+        targetMngList.stream()
+            .map(MngListDto::getMapSheetNum)
+            .filter(Objects::nonNull)
+            .filter(compareSet1::contains)
+            .toList();
+
+    int intersection = mapSheetNums.size();
+
+    Set<String> intersectionSet = new HashSet<>(mapSheetNums);
+
+    // 비교연도 같은거 담기(dto list)
+    compareMngList =
+        compareMngList.stream()
+            .filter(c -> c.getMapSheetNum() != null)
+            .filter(c -> intersectionSet.contains(c.getMapSheetNum()))
+            .toList();
+
+    // 기준연도 같은거 담기(dto list)
+    List<MngListDto> filteredTargetMngList =
+        targetMngList.stream()
+            .filter(t -> t.getMapSheetNum() != null)
+            .filter(t -> intersectionSet.contains(t.getMapSheetNum()))
+            .toList();
+
+    // 로그
+    int targetOnlyExcluded = targetTotal - intersection;
+    int compareOnly = compareTotalAfterFallback - intersection;
+
+    log.info(
+        """
+        ===== MapSheet Year Comparison =====
+        target Total: {}
+        compare Total(before fallback): {}
+        compare Total(after fallback): {}
+        Intersection: {}
+        target Only (Excluded): {}
+        compare Only: {}
+        ====================================
+        """,
+        targetTotal,
+        compareTotalBeforeFallback,
+        compareTotalAfterFallback,
+        intersection,
+        targetOnlyExcluded,
+        compareOnly);
+
+    if (mapSheetNums.isEmpty()) {
+      throw new CustomApiException("NOT_FOUND_MAP_SHEET_NUM", HttpStatus.NOT_FOUND);
+    }
+
+    // compare 기준 geojson 생성
+    Scene compareScene =
+        getSceneInference(
+            compareMngList, compareYyyy.toString(), mapSheetScope, req.getDetectOption());
+
+    // target 기준 geojson 생성
+    Scene targetScene =
+        getSceneInference(
+            targetYyyy.toString(), mapSheetNums, mapSheetScope, req.getDetectOption());
+
+    log.info("비교년도 geojson 파일 validation ===== {}", compareScene.getFilePath());
+    GeoJsonValidator.validateWithRequested(compareScene.getFilePath(), mapSheetNums);
+
+    log.info("기준년도 geojson 파일 validation ===== {}", targetScene.getFilePath());
+    GeoJsonValidator.validateWithRequested(targetScene.getFilePath(), mapSheetNums);
+
+    // 추론 실행
+    return executeInference(req, filteredTargetMngList, mapSheetNums, 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();
+
+    // 추론 실행 목록 테이블 저장, 도엽목록별 상태 체크 테이블 저장
+    UUID uuid = inferenceResultCoreService.saveInferenceInfo(req, newTargetList);
+
+    // 추론 AI 전달 파라미터 생성
+    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());
+
+    // 모델정보 조회 dto 생성 후 반환
+    InferenceSendDto m1 = this.getModelInfo(req.getModel1Uuid());
+    m1.setPred_requests_areas(predRequestsAreas);
+
+    log.info("[INFERENCE] Start m1 = {}", m1);
+
+    // AI 호출
+    Long batchId = inferenceCommonService.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());
+
+    // AI 호출 하고 리턴 받은 정보 추론 실행 목록 테이블에 업데이트
+    inferenceResultCoreService.update(saveInferenceAiDto);
+
+    return uuid;
+  }
+
+  /**
+   * 변화탐지 실행 정보 생성 TODO 미사용, 새로운 추론실행 로직 테스트후 삭제 해야합니다.
    *
    * @param req
    */
@@ -125,7 +465,7 @@ public class InferenceResultService {
   public UUID saveInferenceInfo(InferenceResultDto.RegReq req) {
 
     // 변화탐지 실행 가능 기준 년도 조회
-    List<MngListDto> targetList = mapSheetMngCoreService.getHstMapSheetList(req);
+    List<MngListDto> targetList = null; // mapSheetMngCoreService.getHstMapSheetList(req);
 
     if (targetList.isEmpty()) {
       throw new CustomApiException("NOT_FOUND_TARGET_YEAR", HttpStatus.NOT_FOUND);
@@ -238,17 +578,19 @@ 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
-    Long batchId = ensureAccepted(m1);
+    Long batchId = inferenceCommonService.ensureAccepted(m1);
 
     // ai 추론 실행후 응답값 update
     SaveInferenceAiDto saveInferenceAiDto = new SaveInferenceAiDto();
     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());
@@ -258,131 +600,6 @@ public class InferenceResultService {
     return uuid;
   }
 
-  // 비교년도 탐지 제이터 옵션 별로 조회하여 req에 적용
-  private List<MapSheetNumDto> createdMngDto(
-      InferenceResultDto.RegReq req, List<MngListDto> targetList) {
-    List<String> mapTargetIds = new ArrayList<>();
-
-    targetList.forEach(
-        hstMapSheet -> {
-          // 비교년도는 target 년도 기준으로 가져옴 파라미터 만들기
-          mapTargetIds.add(hstMapSheet.getMapSheetNum());
-        });
-
-    // 비교년도 조회
-    List<String> mapCompareIds = new ArrayList<>();
-    List<MngListCompareDto> compareList =
-        mapSheetMngCoreService.getByHstMapSheetCompareList(req.getCompareYyyy(), mapTargetIds);
-
-    for (MngListCompareDto dto : compareList) {
-      // 추론 제외일때 이전년도 파일이 없으면 제외
-      if (req.getDetectOption().equals(DetectOption.EXCL.getId())) {
-        int targetYear = req.getTargetYyyy() - 1;
-        if (dto.getBeforeYear() != targetYear) {
-          continue;
-        }
-      }
-      // 비교년도는 target 년도 기준으로 가져옴
-      mapCompareIds.add(dto.getMapSheetNum());
-    }
-
-    Set<String> compareSet =
-        mapCompareIds.stream()
-            .filter(Objects::nonNull)
-            .map(String::trim) // 공백/개행 방지
-            .collect(Collectors.toSet());
-
-    // target 기준 compare 비교하여 서로 있는것만 저장
-    List<String> commonIds =
-        mapTargetIds.stream()
-            .filter(Objects::nonNull)
-            .map(String::trim)
-            .filter(compareSet::contains)
-            .toList();
-
-    Set<String> commonIdSet =
-        commonIds.stream().filter(Objects::nonNull).map(String::trim).collect(Collectors.toSet());
-
-    // 저장하기위해 파라미터 다시 구성
-    List<MapSheetNumDto> mapSheetNum =
-        targetList.stream()
-            .filter(dto -> dto.getMapSheetNum() != null)
-            .filter(dto -> commonIdSet.contains(dto.getMapSheetNum().trim()))
-            .map(
-                dto -> {
-                  MapSheetNumDto mapSheetNumDto = new MapSheetNumDto();
-                  mapSheetNumDto.setMapSheetNum(dto.getMapSheetNum());
-                  mapSheetNumDto.setMapSheetName(dto.getMapSheetName());
-                  return mapSheetNumDto;
-                })
-            .toList();
-
-    return mapSheetNum;
-  }
-
-  /**
-   * 추론 AI API 호출
-   *
-   * @param dto
-   */
-  private Long ensureAccepted(InferenceSendDto dto) {
-
-    if (dto == null) {
-      log.warn("not InferenceSendDto dto");
-      throw new CustomApiException("BAD_REQUEST", HttpStatus.BAD_REQUEST);
-    }
-
-    // 1) 요청 로그
-    try {
-      log.debug("Inference request dto={}", objectMapper.writeValueAsString(dto));
-    } catch (JsonProcessingException e) {
-      log.warn("Failed to serialize inference dto", e);
-    }
-
-    // 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");
-    }
-
-    // 3) HTTP 호출
-    HttpHeaders headers = new HttpHeaders();
-    headers.setContentType(MediaType.APPLICATION_JSON);
-    headers.setAccept(List.of(MediaType.APPLICATION_JSON));
-
-    ExternalCallResult<String> result =
-        externalHttpClient.call(inferenceUrl, HttpMethod.POST, dto, headers, String.class);
-
-    if (result.statusCode() < 200 || result.statusCode() >= 300) {
-      log.error("Inference API failed. status={}, body={}", result.statusCode(), result.body());
-      throw new CustomApiException("BAD_GATEWAY", HttpStatus.BAD_GATEWAY);
-    }
-
-    // 4) 응답 파싱
-    try {
-      List<Map<String, Object>> list =
-          objectMapper.readValue(result.body(), new TypeReference<>() {});
-
-      if (list.isEmpty()) {
-        throw new IllegalStateException("Inference response is empty");
-      }
-
-      Object batchIdObj = list.get(0).get("batch_id");
-      if (batchIdObj == null) {
-        throw new IllegalStateException("batch_id not found in response");
-      }
-
-      return Long.valueOf(batchIdObj.toString());
-
-    } catch (Exception e) {
-      log.error("Failed to parse inference response. body={}", result.body(), e);
-      throw new CustomApiException("INVALID_INFERENCE_RESPONSE", HttpStatus.BAD_GATEWAY);
-    }
-  }
-
   /**
    * 모델정보 조회 dto 생성 후 반환
    *
@@ -391,6 +608,7 @@ public class InferenceResultService {
    */
   private InferenceSendDto getModelInfo(UUID uuid) {
 
+    // 모델정보 조회
     Basic modelInfo = modelMngCoreService.findByModelUuid(uuid);
 
     String cdModelPath = "";
@@ -414,12 +632,12 @@ public class InferenceResultService {
 
     String modelType = "";
 
-    if (modelInfo.getModelType().equals(ModelType.M1.getId())) {
+    if (modelInfo.getModelType().equals(ModelType.G1.getId())) {
-      modelType = "G1";
+      modelType = ModelType.G1.getId();
-    } else if (modelInfo.getModelType().equals(ModelType.M2.getId())) {
+    } else if (modelInfo.getModelType().equals(ModelType.G2.getId())) {
-      modelType = "G2";
+      modelType = ModelType.G2.getId();
     } else {
-      modelType = "G3";
+      modelType = ModelType.G3.getId();
     }
 
     InferenceSendDto sendDto = new InferenceSendDto();
@@ -429,7 +647,8 @@ 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;
   }
 
@@ -442,9 +661,37 @@ public class InferenceResultService {
    * @return
    */
   private Scene getSceneInference(
-      String yyyy, List<String> mapSheetNums, String mapSheetScope, String detectOption) {
+      String yyyy, List<String> mapSheetNums, String mapSheetScope, DetectOption detectOption) {
-    return mapSheetMngCoreService.getSceneInference(
+
-        yyyy, mapSheetNums, mapSheetScope, detectOption);
+    // geojson 생성시 필요한 영상파일 정보 조회
+    List<ImageFeature> features =
+        mapSheetMngCoreService.loadSceneInferenceBySheets(yyyy, mapSheetNums);
+
+    if (features == null || features.isEmpty()) {
+      log.warn(
+          "NOT_FOUND_MAP_SHEET_NUM : yyyy={}, scenesSize={}",
+          yyyy,
+          mapSheetNums == null ? 0 : mapSheetNums.size());
+      throw new CustomApiException("NOT_FOUND_MAP_SHEET_NUM", HttpStatus.NOT_FOUND);
+    }
+    return writeSceneGeoJson(yyyy, mapSheetScope, detectOption, features);
+  }
+
+  /**
+   * 년도 별로 조회하여 geojson 파일 생성
+   *
+   * @param yearDtos
+   * @param yyyy
+   * @param mapSheetScope
+   * @param detectOption
+   * @return
+   */
+  private Scene getSceneInference(
+      List<MngListDto> yearDtos, String yyyy, String mapSheetScope, DetectOption detectOption) {
+
+    List<ImageFeature> features =
+        mapSheetMngCoreService.loadSceneInferenceByFallbackYears(yearDtos);
+    return writeSceneGeoJson(yyyy, mapSheetScope, detectOption, features);
   }
 
   /**
@@ -523,11 +770,17 @@ public class InferenceResultService {
     return inferenceResultCoreService.listGetScenes5k(id);
   }
 
+  /**
+   * 추론 서버 현황 cpu, gpu 확인
+   *
+   * @return 서버 정보
+   */
   public List<InferenceServerStatusDto> getInferenceServerStatusList() {
 
     String[] serverNames = inferenceServerName.split(",");
     int serveCnt = serverNames.length;
 
+    // 서버정보 조회
     List<InferenceServerStatusDto> dtoList =
         inferenceResultCoreService.getInferenceServerStatusList();
     int size = dtoList.size();
@@ -537,6 +790,7 @@ public class InferenceResultService {
     System.out.println("size =" + size);
 
     if (size == 0) {
+      // 서버 정보가 없을때
       for (int k = 0; k < serveCnt; k++) {
         InferenceServerStatusDto dto = new InferenceServerStatusDto();
         dto.setServerName(serverNames[k]);
@@ -604,17 +858,35 @@ public class InferenceResultService {
     return inferenceResultCoreService.getInferenceResultInfo(uuid);
   }
 
+  /**
+   * 분류별 탐지건수 조회
+   *
+   * @param uuid 추론 uuid
+   * @return 분류별 탐지건수 정보
+   */
   public List<Dashboard> getInferenceClassCountList(UUID uuid) {
     return inferenceResultCoreService.getInferenceClassCountList(uuid);
   }
 
+  /**
+   * 추론결과 geom 목록 조회
+   *
+   * @param uuid 추론 uuid
+   * @param searchGeoReq 추론 결과 상세화면 geom 조회 조건
+   * @return geom 목록 정보
+   */
   public Page<Geom> getInferenceGeomList(UUID uuid, SearchGeoReq searchGeoReq) {
     return inferenceResultCoreService.getInferenceGeomList(uuid, searchGeoReq);
   }
 
-  /** 추론 종료 */
+  /**
+   * 추론 종료
+   *
+   * @return 호출한 uuid
+   */
   @Transactional
   public UUID deleteInferenceEnd() {
+    // 추론 진행중인지 확인
     SaveInferenceAiDto dto = inferenceResultCoreService.getProcessing();
     if (dto == null) {
       throw new CustomApiException("NOT_FOUND", HttpStatus.NOT_FOUND);
@@ -626,13 +898,15 @@ public class InferenceResultService {
     headers.setContentType(MediaType.APPLICATION_JSON);
     headers.setAccept(List.of(MediaType.APPLICATION_JSON));
 
+    // 종료 api 호출
     ExternalCallResult<String> result =
-        externalHttpClient.call(url, HttpMethod.DELETE, dto, headers, String.class);
+        externalHttpClient.callLong(url, HttpMethod.DELETE, dto, headers, String.class);
 
     if (!result.success()) {
       throw new CustomApiException("BAD_GATEWAY", HttpStatus.BAD_GATEWAY);
     }
 
+    // 추론 정보 테이블 update
     SaveInferenceAiDto request = new SaveInferenceAiDto();
     request.setStatus(Status.FORCED_END.getId());
     request.setUuid(dto.getUuid());
@@ -647,14 +921,17 @@ public class InferenceResultService {
   }
 
   /**
-   * 추론결과 shp zip 파일 다운로드 경로 생성
+   * 추론결과 shp zip 파일 확인하여 다운로드 경로 생성
    *
-   * @param uuid
+   * @param uuid 추론 uuid
-   * @return
+   * @return 32자 추론 uid, shp 파일 경로
    */
   public Map<String, Object> shpDownloadPath(UUID uuid) {
+    // 추론정보 조회
     InferenceLearnDto dto = inferenceResultCoreService.getInferenceUid(uuid);
     String uid = dto.getUid();
+
+    // 파일 경로 생성
     Path path = Path.of(datasetDir).resolve(uid).resolve("merge").resolve(uid + ".zip");
 
     Map<String, Object> downloadMap = new HashMap<>();
@@ -676,7 +953,7 @@ public class InferenceResultService {
   }
 
   /**
-   * 실행중인 추론 도엽명 목록
+   * 분석중인 추론 도엽명 목록
    *
    * @param uuid uuid
    * @return
@@ -684,4 +961,76 @@ public class InferenceResultService {
   public List<String> getInferenceRunMapId(UUID uuid) {
     return inferenceResultCoreService.getInferenceRunMapId(uuid);
   }
+
+  /**
+   * 파일 경로/이름 , 파일 생성 , 도엽번호 반환
+   *
+   * @param yyyy
+   * @param mapSheetScope
+   * @param detectOption
+   * @param sceneInference
+   * @return Scene
+   */
+  private Scene writeSceneGeoJson(
+      String yyyy,
+      String mapSheetScope,
+      DetectOption detectOption,
+      List<ImageFeature> sceneInference) {
+
+    boolean isAll = MapSheetScope.ALL.getId().equals(mapSheetScope);
+    String optionSuffix = buildOptionSuffix(detectOption);
+
+    String targetDir =
+        "local".equals(activeEnv) ? System.getProperty("user.home") + "/geojson" : inferenceDir;
+
+    // 파일명 생성
+    String filename =
+        isAll
+            ? String.format("%s_%s_ALL%s.geojson", yyyy, activeEnv, optionSuffix)
+            : String.format("%s_%s%s.geojson", yyyy, activeEnv, optionSuffix);
+
+    Path outputPath = Paths.get(targetDir, filename);
+
+    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()
+          .exportToFile(sceneInference, "scene_inference_" + yyyy, 5186, outputPath.toString());
+
+      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("INTERNAL_SERVER_ERROR", HttpStatus.INTERNAL_SERVER_ERROR, e);
+    }
+  }
+
+  /**
+   * geojson 파일명 Suffix
+   *
+   * @param detectOption
+   * @return
+   */
+  private String buildOptionSuffix(DetectOption detectOption) {
+    if (DetectOption.EXCL == detectOption) {
+      return "_EXCL";
+    }
+    if (DetectOption.PREV == detectOption) {
+      return "_PREV";
+    }
+    return "";
+  }
 }

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

@@ -1,13 +1,11 @@
 package com.kamco.cd.kamcoback.inference.service;
 
-import com.kamco.cd.kamcoback.common.geometry.GeoJsonFileWriter.Scene;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultDto.InferenceLearnDto;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultShpDto;
 import com.kamco.cd.kamcoback.postgres.core.InferenceResultCoreService;
 import com.kamco.cd.kamcoback.postgres.core.InferenceResultShpCoreService;
 import com.kamco.cd.kamcoback.postgres.core.MapSheetMngCoreService;
 import com.kamco.cd.kamcoback.scheduler.service.ShpPipelineService;
-import java.util.List;
 import java.util.Objects;
 import java.util.UUID;
 import java.util.stream.Collectors;
@@ -39,10 +37,16 @@ public class InferenceResultShpService {
   @Value("${file.dataset-dir}")
   private String datasetDir;
 
-  /** inference_results 테이블을 기준으로 분석 결과 테이블과 도형 테이블을 최신 상태로 반영한다. */
+  /**
+   * 추론 결과 inference 테이블 upsert
+   *
+   * @param uuid learn uuid
+   * @return
+   */
   @Transactional
-  public InferenceResultShpDto.InferenceCntDto saveInferenceResultData(Long id) {
+  public InferenceResultShpDto.InferenceCntDto saveInferenceResultData(UUID uuid) {
-    return coreService.buildInferenceData(id);
+    Long learnId = inferenceResultCoreService.getInferenceLearnIdByUuid(uuid);
+    return coreService.buildInferenceData(learnId);
   }
 
   /**
@@ -57,30 +61,13 @@ public class InferenceResultShpService {
       return;
     }
 
-    String batchId =
+    String batchIds =
         Stream.of(dto.getM1ModelBatchId(), dto.getM2ModelBatchId(), dto.getM3ModelBatchId())
             .filter(Objects::nonNull)
             .map(String::valueOf)
             .collect(Collectors.joining(","));
 
     // shp 파일 비동기 생성
-    shpPipelineService.runPipeline(jarPath, datasetDir, batchId, dto.getUid());
+    shpPipelineService.runPipeline(jarPath, datasetDir, batchIds, dto.getUid());
-  }
-
-  /**
-   * 추론 실행전 geojson 파일 생성
-   *
-   * @param yyyy
-   * @param mapSheetScope
-   * @param detectOption
-   * @param mapIds
-   * @return
-   */
-  public Scene createGeojson(
-      String yyyy, String mapSheetScope, String detectOption, List<String> mapIds) {
-    Scene getSceneInference =
-        mapSheetMngCoreService.getSceneInference(yyyy, mapIds, mapSheetScope, detectOption);
-    log.info("getSceneInference: {}", getSceneInference);
-    return getSceneInference;
   }
 }

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

@@ -1,5 +1,6 @@
 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/dto/WorkerStatsDto.java

@@ -219,6 +219,9 @@ public class WorkerStatsDto {
     @Deprecated
     @Schema(description = "[Deprecated] inspectionRemainingCount 사용 권장")
     private Long remainingInspectCount;
+
+    @Schema(description = "파일 다운로드 가능한 폴리곤 수")
+    private Long downloadPolygonCnt;
   }
 
   @Getter

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;
-
+  private final AuditLogCoreService auditLogCoreService;
-  public LabelAllocateService(LabelAllocateCoreService labelAllocateCoreService) {
-    this.labelAllocateCoreService = labelAllocateCoreService;
-  }
 
   /**
    * 도엽 기준 asc sorting 해서 할당 수만큼 배정하는 로직
@@ -153,6 +157,7 @@ public class LabelAllocateService {
     return labelAllocateCoreService.findInferenceDetail(uuid);
   }
 
+  @Transactional
   public ApiResponseDto.ResponseObj allocateMove(
       Integer totalCnt, String uuid, List<String> targetUsers, String userId) {
 
@@ -273,4 +278,78 @@ 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;
@@ -63,7 +62,7 @@ public class LayerService {
             .orElseThrow(() -> new CustomApiException("BAD_REQUEST", HttpStatus.BAD_REQUEST));
 
     switch (layerType) {
-      case TILE -> {
+      case TILE, KAMCO_WMS, KAMCO_WMTS -> {
         return mapLayerCoreService.saveTile(dto);
       }
 
@@ -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/MapSheetMngApiController.java

@@ -1,14 +1,10 @@
 package com.kamco.cd.kamcoback.mapsheet;
 
 import com.kamco.cd.kamcoback.code.dto.CommonCodeDto;
-import com.kamco.cd.kamcoback.code.service.CommonCodeService;
 import com.kamco.cd.kamcoback.config.api.ApiResponseDto;
-import com.kamco.cd.kamcoback.mapsheet.dto.FileDto.FilesDto;
 import com.kamco.cd.kamcoback.mapsheet.dto.FileDto.FoldersDto;
-import com.kamco.cd.kamcoback.mapsheet.dto.FileDto.SrchFilesDto;
 import com.kamco.cd.kamcoback.mapsheet.dto.FileDto.SrchFoldersDto;
 import com.kamco.cd.kamcoback.mapsheet.dto.MapSheetMngDto;
-import com.kamco.cd.kamcoback.mapsheet.dto.MapSheetMngDto.MngYyyyDto;
 import com.kamco.cd.kamcoback.mapsheet.service.MapSheetMngService;
 import com.kamco.cd.kamcoback.model.dto.ModelMngDto.ModelUploadResDto;
 import com.kamco.cd.kamcoback.upload.dto.UploadDto;
@@ -42,7 +38,6 @@ import org.springframework.web.multipart.MultipartFile;
 @RequestMapping({"/api/imagery/dataset"})
 public class MapSheetMngApiController {
 
-  private final CommonCodeService commonCodeService;
   private final MapSheetMngService mapSheetMngService;
 
   @Value("${file.sync-root-dir}")
@@ -51,7 +46,7 @@ public class MapSheetMngApiController {
   @Value("${file.sync-tmp-dir}")
   private String syncRootTmpDir;
 
-  @Operation(summary = "영상 데이터 관리 목록 조회", description = "영상 데이터 관리 목록 조회")
+  @Operation(summary = "영상데이터관리 > 목록 조회", description = "영상데이터관리 > 목록 조회")
   @ApiResponses(
       value = {
         @ApiResponse(
@@ -70,7 +65,7 @@ public class MapSheetMngApiController {
     return ApiResponseDto.ok(mapSheetMngService.findMapSheetMngList());
   }
 
-  @Operation(summary = "영상 데이터 관리 상세", description = "영상 데이터 관리 상세")
+  @Operation(summary = "영상데이터관리 > 상세 조회", description = "영상데이터관리 > 상세 조회")
   @ApiResponses(
       value = {
         @ApiResponse(
@@ -89,7 +84,7 @@ public class MapSheetMngApiController {
     return ApiResponseDto.ok(mapSheetMngService.findMapSheetMng(mngYyyy));
   }
 
-  @Operation(summary = "영상관리 > 데이터 등록", description = "영상관리 > 데이터 등록")
+  @Operation(summary = "영상데이터관리 > 데이터 등록", description = "영상데이터관리 > 데이터 등록")
   @ApiResponses(
       value = {
         @ApiResponse(
@@ -109,26 +104,7 @@ public class MapSheetMngApiController {
     return ApiResponseDto.ok(mapSheetMngService.mngDataSave(AddReq));
   }
 
-  @Operation(summary = "영상관리 > 작업완료", description = "영상관리 > 작업완료")
+  @Operation(summary = "영상데이터관리 > 데이터 등록 > 연도 선택 목록", description = "영상데이터관리 > 데이터 등록 > 연도 선택 목록")
-  @ApiResponses(
-      value = {
-        @ApiResponse(
-            responseCode = "201",
-            description = "작업완료 처리 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)
-      })
-  @PutMapping("/mng-complete")
-  public ApiResponseDto<MapSheetMngDto.DmlReturn> mngComplete(@RequestParam @Valid int mngYyyy) {
-    return ApiResponseDto.ok(mapSheetMngService.mngComplete(mngYyyy));
-  }
-
-  @Operation(summary = "영상 데이터 관리 년도 목록", description = "영상 데이터 관리 년도 목록")
   @ApiResponses(
       value = {
         @ApiResponse(
@@ -147,7 +123,7 @@ public class MapSheetMngApiController {
     return ApiResponseDto.ok(mapSheetMngService.findMapSheetMngYyyyList());
   }
 
-  @Operation(summary = "영상 데이터 관리 오류 목록", description = "영상 데이터 관리 오류 목록")
+  @Operation(summary = "영상데이터관리 > 상세 > 오류 처리 내역", description = "영상데이터관리 > 상세 > 오류 처리 내역")
   @ApiResponses(
       value = {
         @ApiResponse(
@@ -166,42 +142,9 @@ public class MapSheetMngApiController {
     return ApiResponseDto.ok(mapSheetMngService.findMapSheetErrorList(searchReq));
   }
 
-  /*
+  @Operation(
-  @Operation(summary = "오류데이터 팝업 > 업로드 처리", description = "오류데이터 팝업 > 업로드 처리")
+      summary = "영상데이터관리 > 상세 > 오류 처리 내역 > 업로드 (페어 파일 저장)",
-  @ApiResponses(
+      description = "영상데이터관리 > 상세 > 오류 처리 내역 > 업로드 (페어 파일 저장)")
-      value = {
-        @ApiResponse(
-            responseCode = "201",
-            description = "업로드 처리 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)
-      })
-  @PutMapping("/upload-process")
-  public ApiResponseDto<MapSheetMngDto.DmlReturn> uploadProcess(
-      @RequestBody @Valid List<Long> hstUidList) {
-    return ApiResponseDto.ok(mapSheetMngService.uploadProcess(hstUidList));
-  }
-
-   */
-
-  /*
-  @Operation(summary = "오류데이터 팝업 > 추론 제외", description = "오류데이터 팝업 > 추론 제외")
-  @PutMapping("/except-inference")
-  public ApiResponseDto<MapSheetMngDto.DmlReturn> updateExceptUseInference(
-      @RequestBody @Valid List<Long> hstUidList) {
-    return ApiResponseDto.ok(mapSheetMngService.updateExceptUseInference(hstUidList));
-  }
-
-
-
-   */
-
-  @Operation(summary = "페어 파일 업로드", description = "TFW/TIF 두 파일을 쌍으로 업로드 및 검증")
   @PostMapping(value = "/upload-pair", consumes = MediaType.MULTIPART_FORM_DATA_VALUE)
   public ApiResponseDto<MapSheetMngDto.DmlReturn> uploadPair(
       @RequestPart("tfw") MultipartFile tfwFile,
@@ -213,7 +156,9 @@ public class MapSheetMngApiController {
         mapSheetMngService.uploadPair(tfwFile, tifFile, hstUid, tifFileSize));
   }
 
-  @Operation(summary = "영상관리 > 파일조회", description = "영상관리 > 파일조회")
+  @Operation(
+      summary = "영상데이터관리 > 상세 > 오류 처리 내역 > 중복제거 > 팝업 내 해당 파일조회",
+      description = "영상데이터관리 > 상세 > 오류 처리 내역 > 중복제거 > 팝업 내 해당 파일조회")
   @ApiResponses(
       value = {
         @ApiResponse(
@@ -234,13 +179,13 @@ public class MapSheetMngApiController {
   }
 
   @Operation(
-      summary = "영상관리 > 파일사용설정 및 중복제거",
+      summary = "영상데이터관리 > 상세 > 오류 처리 내역 > 중복제거 업데이트",
-      description = "영상관리 >파일사용설정 및 중복제거(중복파일제거 및 선택파일사용설정)")
+      description = "영상데이터관리 > 상세 > 오류 처리 내역 > 중복제거 업데이트")
   @ApiResponses(
       value = {
         @ApiResponse(
             responseCode = "201",
-            description = "파일사용설정 처리 성공",
+            description = "중복제거 업데이트 처리 성공",
             content =
                 @Content(
                     mediaType = "application/json",
@@ -255,7 +200,7 @@ public class MapSheetMngApiController {
     return ApiResponseDto.ok(mapSheetMngService.setUseByFileUidMngFile(fileUids));
   }
 
-  @Operation(summary = "폴더 조회", description = "폴더 조회 (ROOT:/app/original-images 이하로 경로입력)")
+  @Operation(summary = "영상데이터관리 > 데이터 등록 > NAS 폴더 선택", description = "영상데이터관리 > 데이터 등록 > NAS 폴더 선택")
   @ApiResponses(
       value = {
         @ApiResponse(
@@ -274,45 +219,9 @@ public class MapSheetMngApiController {
     return ApiResponseDto.createOK(mapSheetMngService.getFolderAll(srchDto));
   }
 
-  @Operation(summary = "지정폴더내 파일목록 조회", description = "지정폴더내 파일목록 조회")
+  @Operation(
-  @ApiResponses(
+      summary = "영상데이터관리 > 상세 > 오류 처리 내역 > 업로드 (영상 tif 대용량 파일 분할 전송)",
-      value = {
+      description = "영상데이터관리 > 상세 > 오류 처리 내역 > 업로드 (영상 tif 대용량 파일 분할 전송)")
-        @ApiResponse(
-            responseCode = "200",
-            description = "조회 성공",
-            content =
-                @Content(
-                    mediaType = "application/json",
-                    schema = @Schema(implementation = CommonCodeDto.Basic.class))),
-        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
-        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
-      })
-  @PostMapping("/file-list")
-  public ApiResponseDto<FilesDto> getFiles(@RequestBody SrchFilesDto srchDto) {
-
-    return ApiResponseDto.createOK(mapSheetMngService.getFilesAll(srchDto));
-  }
-
-  @Operation(summary = "영상 데이터 관리 완료 년도 목록 조회", description = "영상 데이터 관리 완료 년도 목록 조회")
-  @ApiResponses(
-      value = {
-        @ApiResponse(
-            responseCode = "200",
-            description = "조회 성공",
-            content =
-                @Content(
-                    mediaType = "application/json",
-                    schema = @Schema(implementation = CommonCodeDto.Basic.class))),
-        @ApiResponse(responseCode = "404", description = "코드를 찾을 수 없음", content = @Content),
-        @ApiResponse(responseCode = "500", description = "서버 오류", content = @Content)
-      })
-  @PostMapping("/mng-done-yyyy-list")
-  public ApiResponseDto<List<MngYyyyDto>> findMapSheetMngDoneYyyyList() {
-
-    return ApiResponseDto.ok(mapSheetMngService.findMapSheetMngDoneYyyyList());
-  }
-
-  @Operation(summary = "영상 tif 대용량 파일 분할 전송", description = "영상 tif 파일 대용량 파일을 청크 단위로 전송합니다.")
   @ApiResponses(
       value = {
         @ApiResponse(responseCode = "200", description = "청크 업로드 성공", content = @Content),

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;
 
@@ -56,10 +59,20 @@ public class MapSheetMngService {
   @Value("${file.sync-file-extention}")
   private String syncFileExtention;
 
+  /**
+   * 영상데이터관리 > 목록 조회
+   *
+   * @return
+   */
   public List<MngDto> findMapSheetMngList() {
     return mapSheetMngCoreService.findMapSheetMngList();
   }
 
+  /**
+   * 영상데이터관리 > 데이터 등록 > 연도 선택 목록
+   *
+   * @return
+   */
   public List<Integer> findMapSheetMngYyyyList() {
     return mapSheetMngCoreService.findMapSheetMngYyyyList();
   }
@@ -74,6 +87,12 @@ public class MapSheetMngService {
         .toList();
   }
 
+  /**
+   * 영상데이터관리 > 상세 조회
+   *
+   * @param mngYyyy
+   * @return
+   */
   public MngDto findMapSheetMng(int mngYyyy) {
     return mapSheetMngCoreService.findMapSheetMng(mngYyyy);
   }
@@ -86,6 +105,12 @@ public class MapSheetMngService {
     return new DmlReturn("success", "작업완료 처리되었습니다.");
   }
 
+  /**
+   * 영상데이터관리 > 상세 > 오류 처리 내역
+   *
+   * @param searchReq
+   * @return
+   */
   public Page<ErrorDataDto> findMapSheetErrorList(@Valid ErrorSearchReq searchReq) {
     return mapSheetMngCoreService.findMapSheetErrorList(searchReq);
   }
@@ -94,12 +119,20 @@ public class MapSheetMngService {
     return mapSheetMngCoreService.findMapSheetError(hstUid);
   }
 
+  /**
+   * 영상데이터관리 > 데이터 등록
+   *
+   * @param addReq
+   * @return
+   */
   @Transactional
   public DmlReturn mngDataSave(AddReq addReq) {
 
     addReq.setCreatedUid(userUtil.getId());
 
-    int execCnt = mapSheetMngCoreService.mngDataSave(addReq);
+    int execCnt =
+        mapSheetMngCoreService.mngDataSave(addReq); // tb_map_sheet_mng_hst 테이블에 insert된 개수 리턴됨
+
     return new MapSheetMngDto.DmlReturn("success", addReq.getMngYyyy() + "년, " + execCnt + "건 생성");
   }
 
@@ -107,15 +140,24 @@ public class MapSheetMngService {
     return mapSheetMngCoreService.updateExceptUseInference(hstUidList);
   }
 
+  /**
+   * 영상데이터관리 > 상세 > 오류 처리 내역 > 업로드 (페어 파일 저장)
+   *
+   * @param tfwFile
+   * @param tifFile
+   * @param hstUid
+   * @param tifFileSize
+   * @return
+   */
   @Transactional
   public DmlReturn uploadPair(
       MultipartFile tfwFile, String tifFile, Long hstUid, Long tifFileSize) {
 
-    String rootPath = syncRootDir;
     String tmpPath = syncTmpDir;
 
     DmlReturn dmlReturn = new DmlReturn("success", "UPLOAD COMPLETE");
 
+    // hst 테이블에 선택한 hstUid row 정보 조회
     ErrorDataDto errDto = mapSheetMngCoreService.findMapSheetError(hstUid);
 
     if (errDto == null) {
@@ -133,33 +175,14 @@ public class MapSheetMngService {
       return dmlReturn;
     }
 
-    MngDto mngDto = mapSheetMngCoreService.findMapSheetMng(errDto.getMngYyyy());
+    // ★ tif 파일은 대용량 업로드에서 아래 정보들을 체크하기 때문에 체크 로직에서 제외됨
-    String targetYearDir = mngDto.getMngPath();
-
-    // 중복체크 -> 도엽50k/uuid 경로에 업로드 할 거라 overwrite 되지 않음
-    //    if (!overwrite) {
-    //      dmlReturn =
-    //        this.duplicateFile(
-    //          errDto.getMngYyyy(), tfwFile.getOriginalFilename(), tifFile.getOriginalFilename());
-    //      if (dmlReturn.getFlag().equals("duplicate")) {
-    //        return dmlReturn;
-    //      }
-    //    }
-
     // 멀티파트 파일 tmp폴더 저장(파일형식 체크를 위해)
     String tfwTmpPath = tmpPath + tfwFile.getOriginalFilename();
-    //    String tifTmpPath = tmpPath + tifFile;
 
     if (!FIleChecker.multipartSaveTo(tfwFile, tfwTmpPath)) {
       return new DmlReturn("fail", "UPLOAD ERROR");
     }
-    //    if (!FIleChecker.multipartSaveTo(tifFile, tifTmpPath)) {
-    //      return new DmlReturn("fail", "UPLOAD ERROR");
-    //    }
 
-    //    if (!FIleChecker.cmmndGdalInfo(tifTmpPath)) {
-    //      return new DmlReturn("fail", "TIF TYPE ERROR");
-    //    }
     if (!FIleChecker.checkTfw(tfwTmpPath)) {
       return new DmlReturn("fail", "TFW TYPE ERROR");
     }
@@ -173,7 +196,6 @@ public class MapSheetMngService {
     }
 
     Path tfwTmpSavePath = Paths.get(tfwTmpPath);
-    //    Path tifTmpSavePath = Paths.get(tifTmpPath);
     Path tfwTargetPath = null;
     Path tifTargetPath = null;
 
@@ -220,7 +242,7 @@ public class MapSheetMngService {
 
     try {
       Files.move(tfwTmpSavePath, tfwTargetPath, StandardCopyOption.REPLACE_EXISTING);
-      // Files.move(tifTmpSavePath, tifTargetPath, StandardCopyOption.REPLACE_EXISTING);
+      // tif파일은 대용량 업로드에서 이미 업로드 했기 때문에 완료된 상태
     } catch (IOException e) {
       throw new RuntimeException(e);
     }
@@ -232,7 +254,7 @@ public class MapSheetMngService {
     updReqSyncCheckState.setFilePath(uploadPath);
     updReqSyncCheckState.setSyncCheckTfwFileName(tfwFile.getOriginalFilename());
     updReqSyncCheckState.setSyncCheckTifFileName(tifFile);
-    updReqSyncCheckState.setSyncCheckState("DONE");
+    updReqSyncCheckState.setSyncCheckState("DONE"); // 오류처리 완료
     mapSheetMngCoreService.updateMapSheetMngHstSyncCheckState(updReqSyncCheckState);
     // 파일정보 업데이트
     mapSheetMngCoreService.deleteByHstUidMngFile(hstUid);
@@ -337,12 +359,16 @@ public class MapSheetMngService {
 
   public FoldersDto getFolderAll(SrchFoldersDto srchDto) {
 
-    Path startPath = Paths.get(syncRootDir + srchDto.getDirPath());
+    // "경로중복"
-    String dirPath = syncRootDir + srchDto.getDirPath();
+    String dirPath =
-    String sortType = "name desc";
+        (srchDto.getDirPath() == null || srchDto.getDirPath().isEmpty())
+            ? syncRootDir
+            : srchDto.getDirPath();
+    // String dirPath = syncRootDir + srchDto.getDirPath();
 
+    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();
 
@@ -380,6 +406,11 @@ public class MapSheetMngService {
     mapSheetMngCoreService.getSceneInference(yyyy);
   }
 
+  /**
+   * 연도 목록 조회
+   *
+   * @return
+   */
   public List<MngYyyyDto> findMapSheetMngDoneYyyyList() {
 
     List<MngDto> mngList = mapSheetMngCoreService.findMapSheetMngList();

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

@@ -169,6 +169,7 @@ public class AuthController {
     if (refreshToken == null || !jwtTokenProvider.isValidToken(refreshToken)) {
       throw new AccessDeniedException("만료되었거나 유효하지 않은 리프레시 토큰 입니다.");
     }
+
     String username = jwtTokenProvider.getSubject(refreshToken);
 
     // Redis에 저장된 RefreshToken과 일치하는지 확인

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"),
+    G1("G1"),
-    M2("모델 M2"),
+    G2("G2"),
-    M3("모델 M3");
+    G3("G3");
 
     private final String desc;
 
@@ -67,6 +67,7 @@ public class ModelMngDto {
     private String clsModelVersion;
     private Double priority;
     private String memo;
+    private UUID uuid;
 
     public Basic(
         Long modelUid,
@@ -89,7 +90,8 @@ public class ModelMngDto {
         String clsModelFileName,
         String clsModelVersion,
         double priority,
-        String memo) {
+        String memo,
+        UUID uuid) {
       this.modelUid = modelUid;
       this.modelVer = modelVer;
       this.createCompleteDttm = createCompleteDttm;
@@ -111,6 +113,7 @@ public class ModelMngDto {
       this.clsModelVersion = clsModelVersion;
       this.priority = priority;
       this.memo = memo;
+      this.uuid = uuid;
     }
   }
 

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

@@ -35,33 +35,22 @@ 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;
 
   @Value("${file.pt-FileName}")
   private String ptFileName;
 
+  /**
+   * 모델조회
+   *
+   * @param searchReq 페이징
+   * @param startDate 시작날짜
+   * @param endDate 종료날짜
+   * @param modelType 모델 타입 G1, G2, G3
+   * @param searchVal 모델 ver
+   * @return 모델 목록
+   */
   public Page<ModelMngDto.ModelList> findModelMgmtList(
       ModelMngDto.searchReq searchReq,
       LocalDate startDate,

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

@@ -46,6 +46,13 @@ public class AuditLogCoreService
     return auditLogRepository.findLogByAccount(searchRange, searchValue);
   }
 
+  /**
+   * 다운로드 이력 조회
+   *
+   * @param searchReq 페이징 파라미터
+   * @param downloadReq 다운로드 이력 팝업 검색 조건
+   * @return 다운로드 이력 정보 목록
+   */
   public Page<AuditLogDto.DownloadRes> findLogByAccount(
       AuditLogDto.searchReq searchReq, DownloadReq downloadReq) {
     return auditLogRepository.findDownloadLog(searchReq, downloadReq);

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

@@ -6,7 +6,10 @@ import com.fasterxml.jackson.databind.ObjectMapper;
 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.changedetection.dto.ChangeDetectionDto.PointFeatureList;
+import com.kamco.cd.kamcoback.changedetection.dto.ChangeDetectionDto.PolygonFeatureList;
 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 +18,7 @@ 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 +100,50 @@ 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, String pnu) {
+    return changeDetectionRepository.getPolygonListByCd(chnDtctId, cdObjectId, cdObjectIds, pnu);
+  }
+
+  /**
+   * 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, String pnu) {
+    return changeDetectionRepository.getPointListByCd(chnDtctId, cdObjectId, cdObjectIds, pnu);
+  }
+
+  /**
+   * learn uuid 조회
+   *
+   * @param chnDtctId
+   * @return
+   */
+  public UUID getLearnUuid(String chnDtctId) {
+    return changeDetectionRepository
+        .getLearnUuid(chnDtctId)
+        .orElseThrow(() -> new CustomApiException("NOT_FOUND_DATA", HttpStatus.NOT_FOUND));
+  }
+
+  public PolygonFeatureList getChangeDetectionPnuPolygonList(UUID uuid, String pnu) {
+    return changeDetectionRepository.getChangeDetectionPnuPolygonList(uuid, pnu);
+  }
+
+  public PointFeatureList getChangeDetectionPnuPointList(UUID uuid, String pnu) {
+    return changeDetectionRepository.getChangeDetectionPnuPointList(uuid, pnu);
+  }
 }

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

@@ -77,4 +77,12 @@ public class GukYuinCoreService {
   public void updateMapSheetInferenceLabelEndStatus(Long learnId) {
     gukYuinRepository.updateMapSheetInferenceLabelEndStatus(learnId);
   }
+
+  public List<String> findStbltObjectIds(String uid, String mapSheetNum) {
+    return gukYuinRepository.findStbltObjectIds(uid, mapSheetNum);
+  }
+
+  public Integer updateStbltRandomData(String uid, int updateCnt) {
+    return gukYuinRepository.updateStbltRandomData(uid, updateCnt);
+  }
 }

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

@@ -2,6 +2,7 @@ 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;
@@ -15,8 +16,8 @@ public class GukYuinLabelJobCoreService {
     this.gukYuinLabelRepository = gukYuinLabelRepository;
   }
 
-  public List<GeomUidDto> findYesterdayLabelingCompleteList() {
+  public List<GeomUidDto> findYesterdayLabelingCompleteList(LocalDate baseDate) {
-    return gukYuinLabelRepository.findYesterdayLabelingCompleteList();
+    return gukYuinLabelRepository.findYesterdayLabelingCompleteList(baseDate);
   }
 
   @Transactional

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

@@ -0,0 +1,26 @@
+package com.kamco.cd.kamcoback.postgres.core;
+
+import com.kamco.cd.kamcoback.postgres.repository.gukyuin.GukYuinPnuCntUpdateJobRepository;
+import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
+
+@Service
+public class GukYuinPnuCntUpdateJobCoreService {
+
+  private final GukYuinPnuCntUpdateJobRepository gukYuinPnuCntUpdateRepository;
+
+  public GukYuinPnuCntUpdateJobCoreService(
+      GukYuinPnuCntUpdateJobRepository gukYuinPnuCntUpdateRepository) {
+    this.gukYuinPnuCntUpdateRepository = gukYuinPnuCntUpdateRepository;
+  }
+
+  @Transactional
+  public void updateGukYuinContListPnuUpdateCnt() {
+    gukYuinPnuCntUpdateRepository.updateGukYuinContListPnuUpdateCnt();
+  }
+
+  @Transactional
+  public void updateGukYuinApplyStatus(String uid, String status) {
+    gukYuinPnuCntUpdateRepository.updateGukYuinApplyStatus(uid, status);
+  }
+}

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;
@@ -24,13 +25,10 @@ public class GukYuinStbltJobCoreService {
 
   @Transactional
   public void updateGukYuinEligibleForSurvey(String resultUid, RlbDtctMastDto stbltDto) {
-    String chnDtctObjtId = "";
     PnuEntity entity =
         gukYuinStbltRepository.findPnuEntityByResultUid(resultUid, stbltDto.getPnu());
 
     if (entity != null) {
-      chnDtctObjtId = resultUid;
-
       entity.setPnuDtctId(stbltDto.getPnuDtctId());
       entity.setPnu(stbltDto.getPnu());
       entity.setLrmSyncYmd(stbltDto.getLrmSyncYmd());
@@ -68,8 +66,11 @@ public class GukYuinStbltJobCoreService {
 
       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;
@@ -35,6 +36,7 @@ import com.kamco.cd.kamcoback.scheduler.dto.JobStatusDto;
 import jakarta.persistence.EntityManager;
 import jakarta.persistence.EntityNotFoundException;
 import jakarta.validation.constraints.NotNull;
+import java.time.LocalDateTime;
 import java.time.ZonedDateTime;
 import java.util.ArrayList;
 import java.util.LinkedHashMap;
@@ -45,7 +47,7 @@ import java.util.function.Consumer;
 import java.util.stream.Collectors;
 import java.util.stream.Stream;
 import lombok.RequiredArgsConstructor;
-import lombok.extern.log4j.Log4j2;
+import lombok.extern.slf4j.Slf4j;
 import org.springframework.dao.DataAccessException;
 import org.springframework.data.domain.Page;
 import org.springframework.http.HttpStatus;
@@ -53,7 +55,7 @@ import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
 
 @Service
-@Log4j2
+@Slf4j
 @RequiredArgsConstructor
 public class InferenceResultCoreService {
 
@@ -78,12 +80,13 @@ public class InferenceResultCoreService {
   }
 
   /**
-   * 변화탐지 실행 정보 생성
+   * 변화탐지 실행 정보 생성 - 추론 실행 목록 테이블 저장, 도엽목록별 상태 체크 테이블 저장
    *
-   * @param req
+   * @param req 추론 실행 목록 uuid
    */
   public UUID saveInferenceInfo(InferenceResultDto.RegReq req, List<MngListDto> targetList) {
 
+    // 대표 도엽명 외 N 건 실행 문구 만들기 위해 Null, 중복 제거
     List<MngListDto> distinctList =
         targetList.stream()
             .filter(dto -> dto.getMapSheetName() != null && !dto.getMapSheetName().isBlank())
@@ -110,30 +113,26 @@ 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());
     mapSheetLearnEntity.setCompareYyyy(req.getCompareYyyy());
     mapSheetLearnEntity.setTargetYyyy(req.getTargetYyyy());
     mapSheetLearnEntity.setMapSheetScope(req.getMapSheetScope());
-    mapSheetLearnEntity.setDetectOption(req.getDetectOption());
+    mapSheetLearnEntity.setDetectOption(req.getDetectOption().getId());
     mapSheetLearnEntity.setCreatedUid(userUtil.getId());
     mapSheetLearnEntity.setMapSheetCnt(mapSheetName);
     mapSheetLearnEntity.setDetectingCnt(0L);
     mapSheetLearnEntity.setTotalJobs((long) targetList.size());
 
-    // 회차는 국유인 반영할때 update로 변경됨
-    //    mapSheetLearnEntity.setStage(
-    //        mapSheetLearnRepository.getLearnStage(req.getCompareYyyy(), req.getTargetYyyy()));
-
     // learn 테이블 저장
     MapSheetLearnEntity savedLearn = mapSheetLearnRepository.save(mapSheetLearnEntity);
 
     final int CHUNK = 1000;
     List<MapSheetLearn5kEntity> buffer = new ArrayList<>(CHUNK);
 
-    // learn 도엽별 저장
+    // learn 도엽별 저장, 도엽수가 많으므로 1000개 씩 저장함
     for (MngListDto mngDto : targetList) {
       MapSheetLearn5kEntity entity = new MapSheetLearn5kEntity();
       entity.setLearn(savedLearn);
@@ -144,12 +143,15 @@ public class InferenceResultCoreService {
 
       buffer.add(entity);
       if (buffer.size() == CHUNK) {
+        // 도엽별 저장 learn 5k 테이블
         flushChunk(buffer);
         buffer.clear();
       }
     }
 
+    // chunk 남은거 처리
     if (!buffer.isEmpty()) {
+      // 도엽별 저장 learn 5k 테이블
       flushChunk(buffer);
       buffer.clear();
     }
@@ -158,9 +160,9 @@ public class InferenceResultCoreService {
   }
 
   /**
-   * 도엽별 저장
+   * 도엽별 저장 learn 5k 테이블
    *
-   * @param buffer
+   * @param buffer 저장 정보
    */
   private void flushChunk(List<MapSheetLearn5kEntity> buffer) {
 
@@ -270,7 +272,7 @@ public class InferenceResultCoreService {
             .getInferenceResultByUuid(request.getUuid())
             .orElseThrow(EntityNotFoundException::new);
 
-    // M1/M2/M3 영역 업데이트
+    // G1/G2/G3 영역 업데이트
     if (request.getType() != null) {
       applyModelUpdate(entity, request);
     }
@@ -282,7 +284,7 @@ public class InferenceResultCoreService {
             .distinct() // 중복 방지 (선택)
             .toList();
 
-    // testing 추론결과 테이블 조회하여 탐지 개수 업데이트
+    // testing 테이블 추론결과 테이블 조회하여 탐지 개수 업데이트
     Long testing = getInferenceResultCnt(batchIds);
 
     // 공통 영역 업데이트
@@ -301,7 +303,7 @@ public class InferenceResultCoreService {
 
   private void applyModelUpdate(MapSheetLearnEntity entity, SaveInferenceAiDto request) {
     switch (request.getType()) {
-      case "M1" ->
+      case "G1" ->
           applyModelFields(
               request,
               entity::setM1ModelBatchId,
@@ -311,7 +313,7 @@ public class InferenceResultCoreService {
               entity::setM1RunningJobs,
               entity::setM1CompletedJobs,
               entity::setM1FailedJobs);
-      case "M2" ->
+      case "G2" ->
           applyModelFields(
               request,
               entity::setM2ModelBatchId,
@@ -321,7 +323,7 @@ public class InferenceResultCoreService {
               entity::setM2RunningJobs,
               entity::setM2CompletedJobs,
               entity::setM2FailedJobs);
-      case "M3" ->
+      case "G3" ->
           applyModelFields(
               request,
               entity::setM3ModelBatchId,
@@ -368,6 +370,12 @@ 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 +410,12 @@ public class InferenceResultCoreService {
     return mapSheetLearnRepository.getInferenceAiResultById(id, modelUuid);
   }
 
+  /**
+   * 추론 진행 현황 상세
+   *
+   * @param uuid
+   * @return
+   */
   public InferenceStatusDetailDto getInferenceStatus(UUID uuid) {
     return mapSheetLearnRepository.getInferenceStatus(uuid);
   }
@@ -409,7 +423,7 @@ public class InferenceResultCoreService {
   /**
    * 추론 진행중인지 확인
    *
-   * @return
+   * @return 추론 실행중인 추론 uuid, batch id
    */
   public SaveInferenceAiDto getProcessing() {
     MapSheetLearnEntity entity = mapSheetLearnRepository.getProcessing();
@@ -440,19 +454,45 @@ public class InferenceResultCoreService {
    * @return
    */
   public AnalResultInfo getInferenceResultInfo(UUID uuid) {
+
+    // 추론 결과 정보조회
+    log.info("get inference result info start time = {}", LocalDateTime.now());
     AnalResultInfo resultInfo = mapSheetLearnRepository.getInferenceResultInfo(uuid);
+    log.info("get inference result info end time = {}", LocalDateTime.now());
+    // bbox, point 조회
+    log.info("get inference result info bbox start time = {}", LocalDateTime.now());
     BboxPointDto bboxPointDto = mapSheetLearnRepository.getBboxPoint(uuid);
+    log.info("get inference result info bbox end time = {}", LocalDateTime.now());
     resultInfo.setBboxGeom(bboxPointDto.getBboxGeom());
     resultInfo.setBboxCenterPoint(bboxPointDto.getBboxCenterPoint());
+
     return resultInfo;
   }
 
+  /**
+   * 분류별 탐지건수 조회
+   *
+   * @param uuid 추론 uuid
+   * @return 분류별 탐지건수 정보
+   */
   public List<Dashboard> getInferenceClassCountList(UUID uuid) {
-    return mapSheetLearnRepository.getInferenceClassCountList(uuid);
+    log.info("get inference class count list start time = {}", LocalDateTime.now());
+    List<Dashboard> classCountList = mapSheetLearnRepository.getInferenceClassCountList(uuid);
+    log.info("get inference class count list end time = {}", LocalDateTime.now());
+    return classCountList;
   }
 
+  /**
+   * @param uuid 추론 uuid
+   * @param searchGeoReq 추론 결과 상세화면 geom 조회 조건
+   * @return geom 목록 정보
+   */
   public Page<Geom> getInferenceGeomList(UUID uuid, SearchGeoReq searchGeoReq) {
-    return mapSheetLearnRepository.getInferenceGeomList(uuid, searchGeoReq);
+    log.info("get Inference Geom List start time = {}", LocalDateTime.now());
+    Page<Geom> geom = mapSheetLearnRepository.getInferenceGeomList(uuid, searchGeoReq);
+    log.info("get Inference Geom List end time = {}", LocalDateTime.now());
+
+    return geom;
   }
 
   /**
@@ -462,9 +502,13 @@ public class InferenceResultCoreService {
    */
   @Transactional
   public void upsertGeomData(Long id) {
+    // 추론 결과 목록 저장
     Long analId = inferenceResultRepository.upsertGroupsFromMapSheetAnal(id);
+    // 추론 결과 상세 저장
     inferenceResultRepository.upsertGroupsFromInferenceResults(analId);
+    // geom 목록 추론 결과 저장
     inferenceResultRepository.upsertGeomsFromInferenceResults(analId);
+    // 집계 추론 결과 저장
     inferenceResultRepository.upsertSttcFromInferenceResults(analId);
   }
 
@@ -497,26 +541,33 @@ 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();
   }
 
+  /**
+   * 테스팅 테이블 조회하여 탐지건수 조회
+   *
+   * @param batchIds batchIds
+   * @return batchIds 조회 count 수
+   */
   public Long getInferenceResultCnt(List<Long> batchIds) {
     return inferenceResultsTestingRepository.getInferenceResultCnt(batchIds);
   }
 
   /**
-   * uid 조회
+   * 추론 정보 조회 하여 batch id, 32자 uid 리턴
    *
-   * @param uuid
+   * @param uuid 추론 uuid
-   * @return
+   * @return 추론정보
    */
   public InferenceLearnDto getInferenceUid(UUID uuid) {
     MapSheetLearnEntity entity = inferenceResultRepository.getInferenceUid(uuid).orElse(null);
@@ -533,7 +584,7 @@ public class InferenceResultCoreService {
   }
 
   /**
-   * 실행중인 추론 도엽명 목록
+   * 분석중인 추론 도엽명 목록
    *
    * @param uuid 추론 실행중인 uuid
    * @return
@@ -542,11 +593,37 @@ public class InferenceResultCoreService {
     return mapSheetLearn5kRepository.getInferenceRunMapId(uuid);
   }
 
+  /**
+   * 실패 처리되어야 할 목록 중에 아직 실패로 표시되지 않은 ID 조회
+   *
+   * @param uuid 추론 uuid
+   * @param failMapIds AI API 연결하여 조회한 실패 job id
+   * @param type 모델 타입
+   * @return job id
+   */
   public List<Long> findFail5kList(UUID uuid, List<Long> failMapIds, String type) {
     return mapSheetLearn5kRepository.findFail5kList(uuid, failMapIds, type);
   }
 
+  /**
+   * 완료된 것으로 들어온 목록 중 실제로 존재하는 5k jobId 조회
+   *
+   * @param uuid 추론 uuid
+   * @param completedIds AI API 연결하여 조회한 성공 job id
+   * @param type 모델 타입
+   * @return job id
+   */
   public List<Long> findCompleted5kList(UUID uuid, List<Long> completedIds, String type) {
     return mapSheetLearn5kRepository.findCompleted5kList(uuid, completedIds, type);
   }
+
+  /**
+   * testing 테이블 결과로 기본정보 조회
+   *
+   * @param batchIds batch id
+   * @return batch id, model ver, year 정보
+   */
+  public List<InferenceResultsTestingDto.Basic> getInferenceResultGroupList(List<Long> batchIds) {
+    return inferenceResultsTestingRepository.getInferenceResultGroupList(batchIds);
+  }
 }

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

@@ -1,12 +1,17 @@
 package com.kamco.cd.kamcoback.postgres.core;
 
+import com.kamco.cd.kamcoback.common.exception.CustomApiException;
 import com.kamco.cd.kamcoback.inference.dto.InferenceResultShpDto;
+import com.kamco.cd.kamcoback.postgres.entity.MapSheetAnalInferenceEntity;
 import com.kamco.cd.kamcoback.postgres.repository.Inference.InferenceResultRepository;
 import lombok.RequiredArgsConstructor;
+import lombok.extern.log4j.Log4j2;
+import org.springframework.http.HttpStatus;
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
 
 @Service
+@Log4j2
 @RequiredArgsConstructor
 public class InferenceResultShpCoreService {
 
@@ -15,15 +20,33 @@ public class InferenceResultShpCoreService {
   /**
    * inference_results 기준으로 - tb_map_sheet_anal_data_inference -
    * tb_map_sheet_anal_data_inference_geom 테이블을 최신 상태로 구성한다.
+   *
+   * @param id learn id
+   * @return
    */
   @Transactional
   public InferenceResultShpDto.InferenceCntDto buildInferenceData(Long id) {
-    Long analId = repo.upsertGroupsFromMapSheetAnal(id);
-    repo.upsertGroupsFromInferenceResults(analId);
-    repo.upsertGeomsFromInferenceResults(analId);
-    repo.upsertSttcFromInferenceResults(analId);
-    InferenceResultShpDto.InferenceCntDto cntDto = new InferenceResultShpDto.InferenceCntDto();
 
+    MapSheetAnalInferenceEntity analInferenceEntity =
+        repo.getAnalInferenceDataByLearnId(id).orElse(null);
+    if (analInferenceEntity != null) {
+      throw new CustomApiException("CONFLICT", HttpStatus.CONFLICT);
+    }
+
+    Long analId = repo.upsertGroupsFromMapSheetAnal(id);
+    int analDataCnt = repo.upsertGroupsFromInferenceResults(analId);
+    int geomCnt = repo.upsertGeomsFromInferenceResults(analId);
+    int sttcCnt = repo.upsertSttcFromInferenceResults(analId);
+    InferenceResultShpDto.InferenceCntDto cntDto = new InferenceResultShpDto.InferenceCntDto();
+    cntDto.setSheetAnalDataCnt(analDataCnt);
+    cntDto.setInferenceGeomCnt(geomCnt);
+    cntDto.setInferenceSttcnt(sttcCnt);
+    log.info(
+        "[ANAL SAVE] analId={}, tb_map_sheet_anal_data_inference={}, tb_map_sheet_anal_data_inference_geom={}, tb_map_sheet_anal_sttc={}",
+        analId,
+        analDataCnt,
+        geomCnt,
+        sttcCnt);
     return cntDto;
   }
 }

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

@@ -1,13 +1,8 @@
 package com.kamco.cd.kamcoback.postgres.core;
 
 import com.kamco.cd.kamcoback.common.enums.MngStateType;
-import com.kamco.cd.kamcoback.common.exception.CustomApiException;
 import com.kamco.cd.kamcoback.common.geometry.GeoJsonFileWriter;
 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.MapSheetScope;
 import com.kamco.cd.kamcoback.mapsheet.dto.MapSheetMngDto;
 import com.kamco.cd.kamcoback.mapsheet.dto.MapSheetMngDto.MngListCompareDto;
 import com.kamco.cd.kamcoback.mapsheet.dto.MapSheetMngDto.MngListDto;
@@ -21,21 +16,21 @@ import jakarta.persistence.EntityNotFoundException;
 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.ZonedDateTime;
+import java.util.ArrayList;
 import java.util.Arrays;
-import java.util.HashMap;
+import java.util.Collections;
 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;
 import org.springframework.data.domain.Page;
-import org.springframework.http.HttpStatus;
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;
 
@@ -53,13 +48,20 @@ public class MapSheetMngCoreService {
   @Value("${file.sync-root-dir}")
   private String syncRootDir;
 
-  @Value("${inference.geojson-dir}")
+  /**
-  private String inferenceDir;
+   * 영상데이터관리 > 목록 조회
-
+   *
+   * @return
+   */
   public List<MapSheetMngDto.MngDto> findMapSheetMngList() {
     return mapSheetMngRepository.findMapSheetMngList();
   }
 
+  /**
+   * 영상데이터관리 > 데이터 등록 > 연도 선택 목록
+   *
+   * @return
+   */
   public List<Integer> findMapSheetMngYyyyList() {
     return mapSheetMngRepository.findMapSheetMngYyyyList();
   }
@@ -76,6 +78,12 @@ public class MapSheetMngCoreService {
     return mapSheetMngRepository.getYears(req);
   }
 
+  /**
+   * 영상데이터관리 > 상세 조회
+   *
+   * @param mngYyyy
+   * @return
+   */
   public MapSheetMngDto.MngDto findMapSheetMng(int mngYyyy) {
     return mapSheetMngRepository.findMapSheetMng(mngYyyy);
   }
@@ -103,15 +111,33 @@ public class MapSheetMngCoreService {
     mapSheetMngRepository.updateMapSheetMngHstSyncCheckState(reqDto);
   }
 
+  /**
+   * 영상데이터관리 > 상세 > 오류 처리 내역
+   *
+   * @param searchReq 오류 검색 조건
+   * @return
+   */
   public Page<MapSheetMngDto.ErrorDataDto> findMapSheetErrorList(
       MapSheetMngDto.@Valid ErrorSearchReq searchReq) {
     return mapSheetMngRepository.findMapSheetErrorList(searchReq);
   }
 
+  /**
+   * hst 테이블에 선택한 hstUid row 정보 조회
+   *
+   * @param hstUid
+   * @return
+   */
   public MapSheetMngDto.ErrorDataDto findMapSheetError(Long hstUid) {
     return mapSheetMngRepository.findMapSheetError(hstUid);
   }
 
+  /**
+   * 파일 목록으로 업로드 경로 확인
+   *
+   * @param hstUid
+   * @return
+   */
   public List<MapSheetMngDto.MngFilesDto> findByHstUidMapSheetFileList(Long hstUid) {
     return mapSheetMngRepository.findByHstUidMapSheetFileList(hstUid);
   }
@@ -154,12 +180,19 @@ public class MapSheetMngCoreService {
     entity.setCreatedUid(addReq.getCreatedUid());
     entity.setUpdatedUid(addReq.getCreatedUid());
 
+    // 같은 년도로 저장된 데이터가 있다면 삭제
+    // tb_map_sheet_mng, tb_map_sheet_hst, tb_map_sheet_mng_files, tb_map_sheet_mng_tile
     mapSheetMngRepository.deleteByMngYyyyMngAll(addReq.getMngYyyy());
 
+    // tb_map_sheet_mng 엔티티 저장
     MapSheetMngEntity saved = mapSheetMngRepository.save(entity);
+
+    // 5k 도엽 기준으로 tb_map_sheet_hst 테이블에 먼저 insert 하기
     int hstCnt =
         mapSheetMngRepository.insertMapSheetOrgDataToMapSheetMngHst(
             saved.getMngYyyy(), saved.getMngPath());
+
+    // tb_year 에 해당 년도 완료로 업데이트
     mapSheetMngRepository.updateYearState(saved.getMngYyyy(), "DONE");
 
     // 년도별 Tile 정보 등록
@@ -233,86 +266,70 @@ public class MapSheetMngCoreService {
   }
 
   /**
-   * 추론 실행에 필요한 geojson 파일 생성
+   * geojson 생성시 필요한 영상파일 정보 조회
    *
-   * @param yyyy 영상관리 파일별 년도
+   * @param yyyy
-   * @param scenes 5k 도엽 번호 리스트
+   * @param mapSheetNums
-   * @param mapSheetScope EXCL : 추론제외, PREV 이전 년도 도엽 사용
+   * @return ImageFeature
-   * @return
    */
-  public Scene getSceneInference(
+  public List<ImageFeature> loadSceneInferenceBySheets(String yyyy, List<String> mapSheetNums) {
-      String yyyy, List<String> scenes, String mapSheetScope, String detectOption) {
 
-    Map<String, Object> result = new HashMap<>();
+    if (mapSheetNums == null || mapSheetNums.isEmpty()) {
-    boolean isAll = MapSheetScope.ALL.getId().equals(mapSheetScope);
+      return List.of();
-
-    String optionSuffix = "";
-    if (DetectOption.EXCL.getId().equals(detectOption)) {
-      optionSuffix = "_EXCL";
-    } else if (DetectOption.PREV.getId().equals(detectOption)) {
-      optionSuffix = "_PREV";
     }
 
-    // 1) 경로/파일명 결정
+    // CHUNK_SIZE 단위로 나누어 여러 번 조회한다.
-    String targetDir =
+    final int CHUNK_SIZE = 1000;
-        "local".equals(activeEnv) ? System.getProperty("user.home") + "/geojson" : inferenceDir;
+    List<ImageFeature> features = new ArrayList<>();
 
-    String filename =
+    // i부터 CHUNK_SIZE만큼 잘라서 조회
-        isAll
+    // 마지막 구간은 남은 개수만큼만 처리하기 위해 Math.min 사용
-            ? String.format("%s_%s_ALL%s.geojson", yyyy, activeEnv, optionSuffix)
+    for (int i = 0; i < mapSheetNums.size(); i += CHUNK_SIZE) {
-            : String.format("%s_%s%s.geojson", yyyy, activeEnv, optionSuffix);
+      List<String> chunk = mapSheetNums.subList(i, Math.min(i + CHUNK_SIZE, mapSheetNums.size()));
-
+      features.addAll(mapSheetMngRepository.getSceneInference(yyyy, chunk));
-    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());
-      throw new CustomApiException("NOT_FOUND_TARGET_YEAR", HttpStatus.NOT_FOUND);
-    }
-
-    // 4) 파일 생성
-    try {
-      Files.createDirectories(outputPath.getParent());
-
-      new GeoJsonFileWriter()
-          .exportToFile(sceneInference, "scene_inference_" + yyyy, 5186, outputPath.toString());
-
-      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);
     }
+    return features;
   }
 
   /**
-   * 변화탐지 실행 가능 기준 년도 조회
+   * 년도별로 나눠 조회
    *
-   * @param req
+   * @param yearDtos
-   * @return
+   * @return ImageFeature
    */
-  public List<MngListDto> getHstMapSheetList(InferenceResultDto.RegReq req) {
+  public List<ImageFeature> loadSceneInferenceByFallbackYears(List<MngListDto> yearDtos) {
-    return mapSheetMngRepository.findByHstMapSheetTargetList(req);
+    if (yearDtos == null || yearDtos.isEmpty()) {
-  }
+      return List.of();
+    }
 
-  public List<MngListDto> getHstMapSheetList(int mngYyyy, List<String> mapIds) {
+    // 년도 별로 루프를 돌리기위해 년도별 정리
-    return mapSheetMngRepository.findByHstMapSheetTargetList(mngYyyy, mapIds);
+    Map<Integer, List<MngListDto>> groupedByYear =
+        yearDtos.stream()
+            .filter(d -> d.getMngYyyy() != 0 && d.getMapSheetNum() != null)
+            .collect(Collectors.groupingBy(MngListDto::getMngYyyy));
+
+    List<ImageFeature> sceneInference = new ArrayList<>();
+
+    for (Map.Entry<Integer, List<MngListDto>> entry : groupedByYear.entrySet()) {
+      Integer year = entry.getKey();
+
+      // 년도별 mapSheetNum 만들기
+      List<String> sheetNums =
+          entry.getValue().stream()
+              .map(MngListDto::getMapSheetNum)
+              .filter(Objects::nonNull)
+              .distinct()
+              .toList();
+
+      // tif파일 정보 조회
+      List<ImageFeature> temp = loadSceneInferenceBySheets(year.toString(), sheetNums);
+
+      if (temp != null && !temp.isEmpty()) {
+        sceneInference.addAll(temp);
+      }
+    }
+
+    return sceneInference;
   }
 
   public void updateMapSheetMngHstUploadId(Long hstUid, UUID uuid, String uploadId) {
@@ -328,10 +345,38 @@ public class MapSheetMngCoreService {
    * 변화탐지 실행 가능 비교년도 조회
    *
    * @param mngYyyy 비교년도
-   * @param mapId 5k 도엽번호
+   * @param mapIds 5k 도엽번호
    * @return List<MngListCompareDto>
    */
-  public List<MngListCompareDto> getByHstMapSheetCompareList(int mngYyyy, List<String> mapId) {
+  public List<MngListCompareDto> getByHstMapSheetCompareList(int mngYyyy, List<String> mapIds) {
-    return mapSheetMngYearRepository.findByHstMapSheetCompareList(mngYyyy, mapId);
+    return mapSheetMngYearRepository.findByHstMapSheetCompareList(mngYyyy, mapIds);
+  }
+
+  public List<MngListDto> getMapSheetMngHst(Integer year, List<String> mapSheetNums50k) {
+    return mapSheetMngRepository.getMapSheetMngHst(year, mapSheetNums50k);
+  }
+
+  /**
+   * 이전 년도 도엽 조회 조건이 많을 수 있으므로 chunk 줘서 끊어서 조회
+   *
+   * @param year
+   * @param mapIds
+   * @return
+   */
+  public List<MngListDto> findFallbackCompareYearByMapSheets(Integer year, List<String> mapIds) {
+    if (mapIds == null || mapIds.isEmpty()) {
+      return Collections.emptyList();
+    }
+
+    int chunkSize = 1000;
+    List<MngListDto> result = new ArrayList<>();
+
+    for (int i = 0; i < mapIds.size(); i += chunkSize) {
+      List<String> chunk = mapIds.subList(i, Math.min(i + chunkSize, mapIds.size()));
+
+      result.addAll(mapSheetMngRepository.findFallbackCompareYearByMapSheets(year, chunk));
+    }
+
+    return result;
   }
 }

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/ModelMngCoreService.java

@@ -17,6 +17,16 @@ public class ModelMngCoreService {
 
   private final ModelMngRepository modelMngRepository;
 
+  /**
+   * 모델조회
+   *
+   * @param searchReq 페이징
+   * @param startDate 시작날짜
+   * @param endDate 종료날짜
+   * @param modelType 모델 타입 G1, G2, G3
+   * @param searchVal 모델 ver
+   * @return 모델 목록
+   */
   public Page<ModelMngDto.ModelList> findModelMgmtList(
       ModelMngDto.searchReq searchReq,
       LocalDate startDate,
@@ -99,4 +109,18 @@ public class ModelMngCoreService {
             .orElseThrow(() -> new EntityNotFoundException("모델 정보가 없습니다."));
     return entity.toDto();
   }
+
+  /**
+   * 모델 버전명으로 조회
+   *
+   * @param ver 모델버전
+   * @return 모델정보
+   */
+  public ModelMngDto.Basic findByModelVer(String ver) {
+    ModelMngEntity entity =
+        modelMngRepository
+            .findByModelVer(ver)
+            .orElseThrow(() -> new EntityNotFoundException("모델 정보가 없습니다."));
+    return entity.toDto();
+  }
 }

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() {
+  public List<Tasks> findCompletedYesterdayUnassigned(LocalDate baseDate) {
-    return trainingDataLabelJobRepository.findCompletedYesterdayUnassigned();
+    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) {
+      Long analUid, String mapSheetNum, LocalDate baseDate) {
-    return trainingDataReviewJobRepository.findCompletedYesterdayLabelingList(analUid, mapSheetNum);
+    return trainingDataReviewJobRepository.findCompletedYesterdayLabelingList(
+        analUid, mapSheetNum, baseDate);
   }
 
-  public List<AnalMapSheetList> findCompletedAnalMapSheetList(Long analUid) {
+  public List<AnalMapSheetList> findCompletedAnalMapSheetList(Long analUid, LocalDate baseDate) {
-    return trainingDataReviewJobRepository.findCompletedAnalMapSheetList(analUid);
+    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/GpuMetricEntity.java

@@ -11,37 +11,94 @@ import lombok.Getter;
 import lombok.Setter;
 import org.hibernate.annotations.ColumnDefault;
 
+/**
+ * GPU 메트릭 엔티티
+ *
+ * <p>서버의 GPU 성능 및 자원 사용량 메트릭 데이터를 저장하는 JPA 엔티티입니다. GPU 연산 사용률 및 메모리 사용량 등 GPU 리소스 모니터링 데이터를 관리합니다.
+ *
+ * <p>데이터 소스: nvidia-smi 명령어 또는 NVML (NVIDIA Management Library)
+ *
+ * <p>활용 사례:
+ *
+ * <ul>
+ *   <li>AI/ML 학습 모니터링: 딥러닝 작업 중 GPU 활용도 추적
+ *   <li>리소스 최적화: GPU 메모리 부족 또는 유휴 상태 감지
+ *   <li>용량 계획: GPU 추가 필요 시점 예측
+ *   <li>알림 설정: gpuUtil > 95% 또는 gpuMemUsed/gpuMemTotal > 90% 시 경고
+ * </ul>
+ */
 @Getter
 @Setter
 @Entity
 @Table(name = "gpu_metrics")
 public class GpuMetricEntity {
 
+  /** 기본 키 (UUID, 자동 생성) */
   @Id
   @ColumnDefault("gen_random_uuid()")
   @Column(name = "uuid", nullable = false)
   private UUID id;
 
+  /** 시퀀스 기반 보조 ID */
   @NotNull
   @ColumnDefault("nextval('gpu_metrics_id_seq')")
   @Column(name = "id", nullable = false)
   private Integer id1;
 
+  /** 메트릭 수집 시각 (시간대 포함, 기본값: 현재 시각) */
   @NotNull
   @ColumnDefault("now()")
   @Column(name = "\"timestamp\"", nullable = false)
   private OffsetDateTime timestamp;
 
+  /** 모니터링 대상 서버 이름 */
   @NotNull
   @Column(name = "server_name", nullable = false, length = Integer.MAX_VALUE)
   private String serverName;
 
+  /**
+   * GPU 연산 사용률 (백분율)
+   *
+   * <p>GPU 코어의 연산 처리 활용도를 나타냅니다.
+   *
+   * <p>범위: 0.0 ~ 100.0
+   *
+   * <p>예시: 85.5 = GPU가 85.5% 활용되어 연산 중
+   *
+   * <p>데이터 소스: nvidia-smi의 'utilization.gpu' 또는 NVML의 nvmlDeviceGetUtilizationRates
+   *
+   * <p>참고: 높은 사용률(>90%)은 GPU가 충분히 활용되고 있음을 의미하며, 낮은 사용률은 병목 지점이 다른 곳(CPU, I/O)에 있을 수 있음
+   */
   @Column(name = "gpu_util")
   private Float gpuUtil;
 
+  /**
+   * GPU 메모리 사용량 (MB 단위)
+   *
+   * <p>현재 GPU에 할당되어 사용 중인 메모리 양
+   *
+   * <p>예시: 10240.0 = 약 10GB의 GPU 메모리 사용 중
+   *
+   * <p>데이터 소스: nvidia-smi의 'memory.used' 또는 NVML의 nvmlDeviceGetMemoryInfo
+   *
+   * <p>용도: 딥러닝 모델 크기, 배치 사이즈 최적화, OOM(Out Of Memory) 에러 예측
+   */
   @Column(name = "gpu_mem_used")
   private Float gpuMemUsed;
 
+  /**
+   * GPU 총 메모리 용량 (MB 단위)
+   *
+   * <p>GPU에 장착된 전체 메모리 용량
+   *
+   * <p>예시: 16384.0 = 16GB VRAM 장착
+   *
+   * <p>데이터 소스: nvidia-smi의 'memory.total' 또는 NVML의 nvmlDeviceGetMemoryInfo
+   *
+   * <p>계산식: 메모리 사용률(%) = (gpuMemUsed / gpuMemTotal) × 100
+   *
+   * <p>활용: 여유 메모리 = gpuMemTotal - gpuMemUsed
+   */
   @Column(name = "gpu_mem_total")
   private Float gpuMemTotal;
 }

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/entity/MapSheetLearnEntity.java

@@ -202,6 +202,33 @@ public class MapSheetLearnEntity {
   @Column(name = "chn_dtct_mst_id")
   private String chnDtctMstId;
 
+  @Column(name = "shp_create_status")
+  private String shp_create_status;
+
+  @Column(name = "shp_create_message")
+  private String shp_create_message;
+
+  @Column(name = "shp_create_status_dttm")
+  private ZonedDateTime shp_create_status_dttm;
+
+  @Column(name = "shp_status")
+  private String shp_status;
+
+  @Column(name = "shp_stage")
+  private String shp_stage;
+
+  @Column(name = "shp_started_dttm")
+  private ZonedDateTime shp_started_dttm;
+
+  @Column(name = "shp_ended_dttm")
+  private ZonedDateTime shp_ended_dttm;
+
+  @Column(name = "shp_last_message")
+  private String shp_last_message;
+
+  @Column(name = "shp_error_message")
+  private String shp_error_message;
+
   public InferenceResultDto.ResultList toDto() {
     return new InferenceResultDto.ResultList(
         this.uuid,

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

@@ -53,8 +53,6 @@ import lombok.NoArgsConstructor;
  * system leveraging 1:5k map data.
  */
 @Getter
-// entity의 접근제어를 위해 @setter를 사용 x
-// @Setter
 @NoArgsConstructor(access = AccessLevel.PROTECTED)
 @Entity
 // 영상관리이력
@@ -92,7 +90,7 @@ public class MapSheetMngHstEntity extends CommonDateEntity {
   private Integer scaleRatio;
 
   @Column(name = "data_state", length = 20)
-  private String dataState;
+  private String dataState; // DONE,NOTYET 둘중하나임 같은연도는 같은값
 
   @Column(name = "data_state_dttm")
   private ZonedDateTime dataStateDttm;
@@ -165,13 +163,4 @@ public class MapSheetMngHstEntity extends CommonDateEntity {
 
   @Column(name = "upload_id")
   private String uploadId;
-
-  // 파일정보 업데이트
-  public void updateFileInfos(Long tifSizeBytes, Long tfwSizeBytes) {
-    tifSizeBytes = tifSizeBytes == null ? 0L : tifSizeBytes;
-    tfwSizeBytes = tfwSizeBytes == null ? 0L : tfwSizeBytes;
-    this.tifSizeBytes = tifSizeBytes;
-    this.tfwSizeBytes = tfwSizeBytes;
-    this.totalSizeBytes = tifSizeBytes + tfwSizeBytes;
-  }
 }

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

@@ -117,6 +117,7 @@ public class ModelMngEntity extends CommonDateEntity {
         this.clsModelFileName,
         this.clsModelVersion,
         this.priority,
-        this.memo);
+        this.memo,
+        this.uuid);
   }
 }

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

@@ -11,48 +11,101 @@ import lombok.Getter;
 import lombok.Setter;
 import org.hibernate.annotations.ColumnDefault;
 
+/**
+ * 시스템 메트릭 엔티티
+ *
+ * <p>서버 시스템의 성능 메트릭 데이터를 저장하는 JPA 엔티티입니다. CPU 및 메모리 사용량 등 시스템 리소스 모니터링 데이터를 관리합니다.
+ *
+ * <p>데이터 소스: Linux sar 명령어 또는 /proc/meminfo 파일
+ *
+ * <p>활용 사례:
+ *
+ * <ul>
+ *   <li>용량 계획: 메모리 추가 필요 시점 예측
+ *   <li>성능 모니터링: 메모리 부족 상황 감지
+ *   <li>트렌드 분석: 시간대별 메모리 사용 패턴 파악
+ *   <li>알림 설정: memused > 90% 시 경고
+ * </ul>
+ */
 @Getter
 @Setter
 @Entity
 @Table(name = "system_metrics")
 public class SystemMetricEntity {
 
+  /** 기본 키 (UUID, 자동 생성) */
   @Id
   @ColumnDefault("gen_random_uuid()")
   @Column(name = "uuid", nullable = false)
   private UUID id;
 
+  /** 시퀀스 기반 보조 ID */
   @NotNull
   @ColumnDefault("nextval('system_metrics_id_seq')")
   @Column(name = "id", nullable = false)
   private Integer id1;
 
+  /** 메트릭 수집 시각 (시간대 포함) */
   @NotNull
   @Column(name = "\"timestamp\"", nullable = false)
   private OffsetDateTime timestamp;
 
+  /** 모니터링 대상 서버 이름 */
   @NotNull
   @Column(name = "server_name", nullable = false, length = Integer.MAX_VALUE)
   private String serverName;
 
+  /** 사용자 프로세스가 사용한 CPU 사용률 (%) - 응용 프로그램 실행 */
   @Column(name = "cpu_user")
   private Float cpuUser;
 
+  /** 시스템 프로세스가 사용한 CPU 사용률 (%) - 커널 작업 */
   @Column(name = "cpu_system")
   private Float cpuSystem;
 
+  /** I/O 대기로 소모된 CPU 사용률 (%) - 디스크/네트워크 대기 */
   @Column(name = "cpu_iowait")
   private Float cpuIowait;
 
+  /** 유휴 상태 CPU 사용률 (%) - 사용 가능한 여유 CPU */
   @Column(name = "cpu_idle")
   private Float cpuIdle;
 
+  /**
+   * 사용 가능한 여유 메모리 (KB 단위)
+   *
+   * <p>시스템에서 즉시 사용 가능한 물리 메모리 양
+   *
+   * <p>예시: 4194304 = 약 4GB의 여유 메모리
+   *
+   * <p>데이터 소스: /proc/meminfo의 MemFree
+   */
   @Column(name = "kbmemfree")
   private Long kbmemfree;
 
+  /**
+   * 현재 사용 중인 메모리 (KB 단위)
+   *
+   * <p>시스템이 현재 할당하여 사용 중인 물리 메모리 양
+   *
+   * <p>예시: 8388608 = 약 8GB의 사용 중인 메모리
+   *
+   * <p>계산: MemTotal - MemFree
+   */
   @Column(name = "kbmemused")
   private Long kbmemused;
 
+  /**
+   * 메모리 사용률 (백분율)
+   *
+   * <p>전체 메모리 대비 사용 중인 메모리 비율
+   *
+   * <p>계산식: (kbmemused / (kbmemused + kbmemfree)) × 100
+   *
+   * <p>예시: 66.7 = 전체 메모리의 66.7% 사용 중
+   *
+   * <p>관계식: 총 메모리 = kbmemused + kbmemfree
+   */
   @Column(name = "memused")
   private Float memused;
 }

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

@@ -1,20 +1,65 @@
 package com.kamco.cd.kamcoback.postgres.repository.Inference;
 
+import com.kamco.cd.kamcoback.postgres.entity.MapSheetAnalInferenceEntity;
 import com.kamco.cd.kamcoback.postgres.entity.MapSheetLearnEntity;
 import java.util.Optional;
 import java.util.UUID;
 
 public interface InferenceResultRepositoryCustom {
 
+  /**
+   * tb_map_sheet_anal_inference 추론 결과 목록 저장
+   *
+   * @param id learn 테이블 id
+   * @return
+   */
   Long upsertGroupsFromMapSheetAnal(Long id);
 
-  void upsertGroupsFromInferenceResults(Long analId);
+  /**
+   * tb_map_sheet_anal_data_inference 추론 결과 상세 저장
+   *
+   * @param analId
+   * @return
+   */
+  int upsertGroupsFromInferenceResults(Long analId);
 
-  void upsertGeomsFromInferenceResults(Long analId);
+  /**
+   * tb_map_sheet_anal_data_inference_geom geom 목록 추론 결과 저장
+   *
+   * @param analId
+   * @return
+   */
+  int upsertGeomsFromInferenceResults(Long analId);
 
-  void upsertSttcFromInferenceResults(Long analId);
+  /**
+   * tb_map_sheet_anal_sttc 집계 추론 결과 저장
+   *
+   * @param analId
+   * @return
+   */
+  int upsertSttcFromInferenceResults(Long analId);
 
+  /**
+   * 추론실행 목록 uuid 조회
+   *
+   * @param uuid 추론 uuid
+   * @return 추론 실행 정보
+   */
   Long getInferenceLearnIdByUuid(UUID uuid);
 
+  /**
+   * 추론 정보 조회
+   *
+   * @param uuid 추론 uuid
+   * @return 추론 정보
+   */
   Optional<MapSheetLearnEntity> getInferenceUid(UUID uuid);
+
+  /**
+   * learn id 로 analInference 값 조회
+   *
+   * @param id 추론 id
+   * @return
+   */
+  Optional<MapSheetAnalInferenceEntity> getAnalInferenceDataByLearnId(Long id);
 }

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

@@ -1,8 +1,10 @@
 package com.kamco.cd.kamcoback.postgres.repository.Inference;
 
+import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetAnalInferenceEntity.mapSheetAnalInferenceEntity;
 import static com.kamco.cd.kamcoback.postgres.entity.QMapSheetLearnEntity.mapSheetLearnEntity;
 
 import com.kamco.cd.kamcoback.label.dto.LabelAllocateDto.LabelMngState;
+import com.kamco.cd.kamcoback.postgres.entity.MapSheetAnalInferenceEntity;
 import com.kamco.cd.kamcoback.postgres.entity.MapSheetLearnEntity;
 import com.querydsl.jpa.impl.JPAQueryFactory;
 import jakarta.persistence.EntityManager;
@@ -80,7 +82,7 @@ public class InferenceResultRepositoryImpl implements InferenceResultRepositoryC
    * @return 반영된 행 수
    */
   @Override
-  public void upsertGroupsFromInferenceResults(Long analId) {
+  public int upsertGroupsFromInferenceResults(Long analId) {
 
     String sql =
         """
@@ -124,7 +126,7 @@ public class InferenceResultRepositoryImpl implements InferenceResultRepositoryC
             updated_dttm  = now()
         """;
 
-    em.createNativeQuery(sql).setParameter("analId", analId).executeUpdate();
+    return em.createNativeQuery(sql).setParameter("analId", analId).executeUpdate();
   }
 
   /**
@@ -136,7 +138,7 @@ public class InferenceResultRepositoryImpl implements InferenceResultRepositoryC
    * @return 반영된 행 수
    */
   @Override
-  public void upsertGeomsFromInferenceResults(Long analUid) {
+  public int upsertGeomsFromInferenceResults(Long analUid) {
 
     String sql =
         """
@@ -214,6 +216,9 @@ public class InferenceResultRepositoryImpl implements InferenceResultRepositoryC
            WHERE msl.anal_uid = :analUid
            AND r.after_c is not null
            AND r.after_p is not null
+           AND r.probability is not null
+           AND r.before_c is not null
+           AND r.before_p is not null
             ORDER BY r.uid, r.created_date DESC NULLS LAST
         ) x
         ON CONFLICT (result_uid)
@@ -229,11 +234,11 @@ public class InferenceResultRepositoryImpl implements InferenceResultRepositoryC
             ref_map_sheet_num = EXCLUDED.ref_map_sheet_num
         """;
 
-    em.createNativeQuery(sql).setParameter("analUid", analUid).executeUpdate();
+    return em.createNativeQuery(sql).setParameter("analUid", analUid).executeUpdate();
   }
 
   @Override
-  public void upsertSttcFromInferenceResults(Long analUid) {
+  public int upsertSttcFromInferenceResults(Long analUid) {
 
     String sql =
         """
@@ -306,7 +311,7 @@ public class InferenceResultRepositoryImpl implements InferenceResultRepositoryC
          ,updated_uid          = EXCLUDED.updated_uid
         """;
 
-    em.createNativeQuery(sql).setParameter("analUid", analUid).executeUpdate();
+    return em.createNativeQuery(sql).setParameter("analUid", analUid).executeUpdate();
   }
 
   // ===============================
@@ -331,4 +336,14 @@ public class InferenceResultRepositoryImpl implements InferenceResultRepositoryC
             .where(mapSheetLearnEntity.uuid.eq(uuid))
             .fetchOne());
   }
+
+  @Override
+  public Optional<MapSheetAnalInferenceEntity> getAnalInferenceDataByLearnId(Long id) {
+    return Optional.ofNullable(
+        queryFactory
+            .select(mapSheetAnalInferenceEntity)
+            .from(mapSheetAnalInferenceEntity)
+            .where(mapSheetAnalInferenceEntity.learnId.eq(id))
+            .fetchOne());
+  }
 }

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

@@ -1,11 +1,32 @@
 package com.kamco.cd.kamcoback.postgres.repository.Inference;
 
+import com.kamco.cd.kamcoback.inference.dto.InferenceResultsTestingDto;
 import com.kamco.cd.kamcoback.postgres.entity.InferenceResultsTestingEntity;
 import java.util.List;
 
 public interface InferenceResultsTestingRepositoryCustom {
 
+  /**
+   * 추론 결과 조회
+   *
+   * @param batchIds batch id
+   * @return 추론 결과 목록
+   */
   List<InferenceResultsTestingEntity> getInferenceResultList(List<Long> batchIds);
 
+  /**
+   * 테스팅 테이블 조회하여 탐지건수 조회
+   *
+   * @param batchIds batchIds
+   * @return batchIds 조회 count 수
+   */
   Long getInferenceResultCnt(List<Long> batchIds);
+
+  /**
+   * testing 테이블 결과로 기본정보 조회
+   *
+   * @param batchIds batch id
+   * @return batch id, model ver, year 정보
+   */
+  List<InferenceResultsTestingDto.Basic> getInferenceResultGroupList(List<Long> batchIds);
 }

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

@@ -2,7 +2,9 @@ package com.kamco.cd.kamcoback.postgres.repository.Inference;
 
 import static com.kamco.cd.kamcoback.postgres.entity.QInferenceResultsTestingEntity.inferenceResultsTestingEntity;
 
+import com.kamco.cd.kamcoback.inference.dto.InferenceResultsTestingDto;
 import com.kamco.cd.kamcoback.postgres.entity.InferenceResultsTestingEntity;
+import com.querydsl.core.types.Projections;
 import com.querydsl.jpa.impl.JPAQueryFactory;
 import java.util.List;
 import lombok.RequiredArgsConstructor;
@@ -21,11 +23,12 @@ public class InferenceResultsTestingRepositoryImpl
         .select(inferenceResultsTestingEntity)
         .from(inferenceResultsTestingEntity)
         .where(
-            inferenceResultsTestingEntity
+            inferenceResultsTestingEntity.batchId.in(batchIds),
-                .batchId
+            inferenceResultsTestingEntity.afterC.isNotNull(),
-                .in(batchIds)
+            inferenceResultsTestingEntity.afterP.isNotNull(),
-                .and(inferenceResultsTestingEntity.afterC.isNotNull())
+            inferenceResultsTestingEntity.beforeC.isNotNull(),
-                .and(inferenceResultsTestingEntity.afterP.isNotNull()))
+            inferenceResultsTestingEntity.beforeP.isNotNull(),
+            inferenceResultsTestingEntity.probability.isNotNull())
         .fetch();
   }
 
@@ -42,9 +45,38 @@ public class InferenceResultsTestingRepositoryImpl
             .where(
                 inferenceResultsTestingEntity.batchId.in(batchIds),
                 inferenceResultsTestingEntity.afterC.isNotNull(),
-                inferenceResultsTestingEntity.afterP.isNotNull())
+                inferenceResultsTestingEntity.afterP.isNotNull(),
+                inferenceResultsTestingEntity.beforeC.isNotNull(),
+                inferenceResultsTestingEntity.beforeP.isNotNull(),
+                inferenceResultsTestingEntity.probability.isNotNull())
             .fetchOne();
 
     return cnt == null ? 0L : cnt;
   }
+
+  @Override
+  public List<InferenceResultsTestingDto.Basic> getInferenceResultGroupList(List<Long> batchIds) {
+    return queryFactory
+        .select(
+            Projections.constructor(
+                InferenceResultsTestingDto.Basic.class,
+                inferenceResultsTestingEntity.batchId,
+                inferenceResultsTestingEntity.modelVersion.max(),
+                inferenceResultsTestingEntity.beforeYear.max(),
+                inferenceResultsTestingEntity.afterYear.max()))
+        .from(inferenceResultsTestingEntity)
+        .where(
+            inferenceResultsTestingEntity.batchId.in(batchIds),
+            inferenceResultsTestingEntity.afterC.isNotNull(),
+            inferenceResultsTestingEntity.afterP.isNotNull(),
+            inferenceResultsTestingEntity.beforeC.isNotNull(),
+            inferenceResultsTestingEntity.beforeP.isNotNull(),
+            inferenceResultsTestingEntity.probability.isNotNull())
+        .groupBy(
+            inferenceResultsTestingEntity.batchId,
+            inferenceResultsTestingEntity.modelVersion,
+            inferenceResultsTestingEntity.beforeYear,
+            inferenceResultsTestingEntity.afterYear)
+        .fetch();
+  }
 }