diff --git a/src/main/java/com/kamco/cd/kamcoback/common/utils/FIleChecker.java b/src/main/java/com/kamco/cd/kamcoback/common/utils/FIleChecker.java
index 5ba56e56..49e0591c 100644
--- a/src/main/java/com/kamco/cd/kamcoback/common/utils/FIleChecker.java
+++ b/src/main/java/com/kamco/cd/kamcoback/common/utils/FIleChecker.java
@@ -279,8 +279,9 @@ public class FIleChecker {
     return true;
   }
 
-  //kamco-nfs를 확인하는곳이 있어서 파라미터 추가 사용용도확인후 처리
-  public static List<Folder> getFolderAll(String dirPath, String sortType, int maxDepth,String nfsRootDir) {
+  // 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);
 
@@ -309,9 +310,10 @@ public class FIleChecker {
                     String parentPath = path.getParent().toString();
                     String fullPath = path.toAbsolutePath().toString();
 
-                    //이것이 필요한건가?
-//                    boolean isShowHide =
-//                      !parentFolderNm.equals("kamco-nfs"); // 폴더 리스트에 kamco-nfs 하위만 나오도록 처리
+                    // 이것이 필요한건가?
+                    //                    boolean isShowHide =
+                    //                      !parentFolderNm.equals("kamco-nfs"); // 폴더 리스트에
+                    // kamco-nfs 하위만 나오도록 처리
                     boolean isShowHide =
                         !parentFolderNm.equals(nfsRootDir); // 폴더 리스트에 nfsRootDir 하위만 나오도록 처리
                     File file = new File(fullPath);
@@ -361,8 +363,8 @@ public class FIleChecker {
     return folderList;
   }
 
-  public static List<Folder> getFolderAll(String dirPath,String nfsRootDir) {
-    return getFolderAll(dirPath, "name", 1,nfsRootDir);
+  public static List<Folder> getFolderAll(String dirPath, String nfsRootDir) {
+    return getFolderAll(dirPath, "name", 1, nfsRootDir);
   }
 
   public static int getChildFolderCount(File directory) {
diff --git a/src/main/java/com/kamco/cd/kamcoback/gukyuin/service/GukYuinApiService.java b/src/main/java/com/kamco/cd/kamcoback/gukyuin/service/GukYuinApiService.java
index 0307364c..d9c502bf 100644
--- a/src/main/java/com/kamco/cd/kamcoback/gukyuin/service/GukYuinApiService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/gukyuin/service/GukYuinApiService.java
@@ -69,13 +69,12 @@ public class GukYuinApiService {
   @Value("${file.nfs}")
   private String nfs;
 
-//  @Value("${file.dataset-dir}")
-//  private String datasetDir;
-
+  //  @Value("${file.dataset-dir}")
+  //  private String datasetDir;
 
   @Transactional
   public ChngDetectMastDto.RegistResDto regist(
-    ChngDetectMastDto.ChnDetectMastReqDto chnDetectMastReq) {
+      ChngDetectMastDto.ChnDetectMastReqDto chnDetectMastReq) {
 
     String url = gukyuinCdiUrl + "/chn/mast/regist";
 
@@ -83,12 +82,12 @@ public class GukYuinApiService {
     chnDetectMastReq.setReqEpno(userUtil.getEmployeeNo());
 
     ExternalCallResult<ChngDetectMastDto.RegistResDto> result =
-      externalHttpClient.call(
-        url,
-        HttpMethod.POST,
-        chnDetectMastReq,
-        netUtils.jsonHeaders(),
-        ChngDetectMastDto.RegistResDto.class);
+        externalHttpClient.call(
+            url,
+            HttpMethod.POST,
+            chnDetectMastReq,
+            netUtils.jsonHeaders(),
+            ChngDetectMastDto.RegistResDto.class);
 
     ChngDetectMastDto.RegistResDto resultBody = result.body();
     boolean success = false;
@@ -116,27 +115,27 @@ public class GukYuinApiService {
       } catch (JsonProcessingException e) {
         log.error("에러 응답 파싱 실패. rawBody={}", errBody, e);
         return new ChngDetectMastDto.RegistResDto(
-          result.statusCode(), // HTTP status
-          errBody, // 원문 그대로
-          null,
-          false);
+            result.statusCode(), // HTTP status
+            errBody, // 원문 그대로
+            null,
+            false);
       }
     }
 
     this.insertGukyuinAuditLog(
-      EventType.ADDED.getId(),
-      myip,
-      userUtil.getId(),
-      url.replace(gukyuinUrl, ""),
-      chnDetectMastReq,
-      success);
+        EventType.ADDED.getId(),
+        myip,
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        chnDetectMastReq,
+        success);
 
     return resultBody;
   }
 
   @Transactional
   public ChngDetectMastDto.RemoveResDto remove(
-    ChngDetectMastDto.ChnDetectMastReqDto chnDetectMastReq) {
+      ChngDetectMastDto.ChnDetectMastReqDto chnDetectMastReq) {
     String url = gukyuinCdiUrl + "/chn/mast/remove";
 
     chnDetectMastReq.setReqIp(myip);
@@ -144,12 +143,12 @@ public class GukYuinApiService {
 
     boolean success = false;
     ExternalCallResult<ChngDetectMastDto.RemoveResDto> result =
-      externalHttpClient.call(
-        url,
-        HttpMethod.POST,
-        chnDetectMastReq,
-        netUtils.jsonHeaders(),
-        ChngDetectMastDto.RemoveResDto.class);
+        externalHttpClient.call(
+            url,
+            HttpMethod.POST,
+            chnDetectMastReq,
+            netUtils.jsonHeaders(),
+            ChngDetectMastDto.RemoveResDto.class);
 
     ChngDetectMastDto.RemoveResDto resultBody = result.body();
     if (resultBody != null && resultBody.getSuccess() != null) {
@@ -161,12 +160,12 @@ public class GukYuinApiService {
     }
 
     this.insertGukyuinAuditLog(
-      EventType.REMOVE.getId(),
-      myip,
-      userUtil.getId(),
-      url.replace(gukyuinUrl, ""),
-      chnDetectMastReq,
-      success);
+        EventType.REMOVE.getId(),
+        myip,
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        chnDetectMastReq,
+        success);
 
     return resultBody;
   }
@@ -175,52 +174,52 @@ public class GukYuinApiService {
   public ChngDetectMastDto.ResultDto detail(String chnDtctMstId) {
 
     String url =
-      gukyuinCdiUrl
-        + "/chn/mast/list/"
-        + chnDtctMstId
-        + "?reqIp="
-        + myip
-        + "&reqEpno="
-        + userUtil.getEmployeeNo();
+        gukyuinCdiUrl
+            + "/chn/mast/list/"
+            + chnDtctMstId
+            + "?reqIp="
+            + myip
+            + "&reqEpno="
+            + userUtil.getEmployeeNo();
 
     ExternalCallResult<ChngDetectMastDto.ResultDto> result =
-      externalHttpClient.call(
-        url, HttpMethod.GET, null, netUtils.jsonHeaders(), ChngDetectMastDto.ResultDto.class);
+        externalHttpClient.call(
+            url, HttpMethod.GET, null, netUtils.jsonHeaders(), ChngDetectMastDto.ResultDto.class);
 
     this.insertGukyuinAuditLog(
-      EventType.DETAIL.getId(),
-      netUtils.getLocalIP(),
-      userUtil.getId(),
-      url.replace(gukyuinUrl, ""),
-      null,
-      result.body().getSuccess());
+        EventType.DETAIL.getId(),
+        netUtils.getLocalIP(),
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        null,
+        result.body().getSuccess());
     return result.body();
   }
 
   // 등록목록 비교년도,기준년도,차수 조합해서 n개 확인
   public ChngDetectMastDto.ResultDto listYearStage(
-    ChngDetectMastDto.ChngDetectMastSearchDto searchDto) {
+      ChngDetectMastDto.ChngDetectMastSearchDto searchDto) {
     String queryString = netUtils.dtoToQueryString(searchDto, null);
     String url =
-      gukyuinCdiUrl
-        + "/chn/mast"
-        + queryString
-        + "&reqIp="
-        + myip
-        + "&reqEpno="
-        + userUtil.getEmployeeNo();
+        gukyuinCdiUrl
+            + "/chn/mast"
+            + queryString
+            + "&reqIp="
+            + myip
+            + "&reqEpno="
+            + userUtil.getEmployeeNo();
 
     ExternalCallResult<ChngDetectMastDto.ResultDto> result =
-      externalHttpClient.call(
-        url, HttpMethod.GET, null, netUtils.jsonHeaders(), ChngDetectMastDto.ResultDto.class);
+        externalHttpClient.call(
+            url, HttpMethod.GET, null, netUtils.jsonHeaders(), ChngDetectMastDto.ResultDto.class);
 
     this.insertGukyuinAuditLog(
-      EventType.LIST.getId(),
-      netUtils.getLocalIP(),
-      userUtil.getId(),
-      url.replace(gukyuinUrl, ""),
-      null,
-      result.body().getSuccess());
+        EventType.LIST.getId(),
+        netUtils.getLocalIP(),
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        null,
+        result.body().getSuccess());
     return result.body();
   }
 
@@ -264,82 +263,82 @@ public class GukYuinApiService {
 
   // 탐지객체 리스트 조회
   public ResultContDto findChnContList(
-    String chnDtctId, Integer pageIndex, Integer pageSize, String batchYn) {
+      String chnDtctId, Integer pageIndex, Integer pageSize, String batchYn) {
 
     String url =
-      gukyuinCdiUrl
-        + "/chn/cont/"
-        + chnDtctId
-        + "?pageIndex="
-        + pageIndex
-        + "&pageSize="
-        + pageSize
-        + "&reqIp="
-        + myip
-        + "&reqEpno="
-        + ("Y".equals(batchYn) ? "BATCH" : userUtil.getEmployeeNo());
+        gukyuinCdiUrl
+            + "/chn/cont/"
+            + chnDtctId
+            + "?pageIndex="
+            + pageIndex
+            + "&pageSize="
+            + pageSize
+            + "&reqIp="
+            + myip
+            + "&reqEpno="
+            + ("Y".equals(batchYn) ? "BATCH" : userUtil.getEmployeeNo());
 
     ExternalCallResult<ChngDetectContDto.ResultContDto> result =
-      externalHttpClient.call(
-        url,
-        HttpMethod.GET,
-        null,
-        netUtils.jsonHeaders(),
-        ChngDetectContDto.ResultContDto.class);
+        externalHttpClient.call(
+            url,
+            HttpMethod.GET,
+            null,
+            netUtils.jsonHeaders(),
+            ChngDetectContDto.ResultContDto.class);
 
     List<ContBasic> contList = result.body().getResult();
     if (contList == null || contList.isEmpty()) {
       return new ResultContDto(
-        result.body().getCode(),
-        result.body().getMessage(),
-        result.body().getResult(),
-        result.body().getSuccess());
+          result.body().getCode(),
+          result.body().getMessage(),
+          result.body().getResult(),
+          result.body().getSuccess());
     }
 
     this.insertGukyuinAuditLog(
-      EventType.LIST.getId(),
-      netUtils.getLocalIP(),
-      userUtil.getId(),
-      url.replace(gukyuinUrl, ""),
-      null,
-      result.body().getSuccess());
+        EventType.LIST.getId(),
+        netUtils.getLocalIP(),
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        null,
+        result.body().getSuccess());
 
     return result.body();
   }
 
   public ResultPnuDto findPnuObjMgmtList(String chnDtctId, String chnDtctObjtId) {
     String url =
-      gukyuinCdiUrl
-        + "/chn/pnu/"
-        + chnDtctId
-        + "/objt/"
-        + chnDtctObjtId
-        + "?reqIp="
-        + myip
-        + "&reqEpno="
-        + userUtil.getEmployeeNo();
+        gukyuinCdiUrl
+            + "/chn/pnu/"
+            + chnDtctId
+            + "/objt/"
+            + chnDtctObjtId
+            + "?reqIp="
+            + myip
+            + "&reqEpno="
+            + userUtil.getEmployeeNo();
 
     ExternalCallResult<ChngDetectContDto.ResultPnuDto> result =
-      externalHttpClient.call(
-        url,
-        HttpMethod.GET,
-        null,
-        netUtils.jsonHeaders(),
-        ChngDetectContDto.ResultPnuDto.class);
+        externalHttpClient.call(
+            url,
+            HttpMethod.GET,
+            null,
+            netUtils.jsonHeaders(),
+            ChngDetectContDto.ResultPnuDto.class);
 
     this.insertGukyuinAuditLog(
-      EventType.DETAIL.getId(),
-      netUtils.getLocalIP(),
-      userUtil.getId(),
-      url.replace(gukyuinUrl, ""),
-      null,
-      result.body().getSuccess());
+        EventType.DETAIL.getId(),
+        netUtils.getLocalIP(),
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        null,
+        result.body().getSuccess());
 
     return result.body();
   }
 
   public ChngDetectContDto.ResultLabelDto updateChnDtctObjtLabelingYn(
-    String chnDtctObjtId, String lblYn, String batchYn) {
+      String chnDtctObjtId, String lblYn, String batchYn) {
     String url = gukyuinCdiUrl + "/rlb/objt/" + chnDtctObjtId + "/lbl/" + lblYn;
 
     ReqInfo info = new ReqInfo();
@@ -347,20 +346,20 @@ public class GukYuinApiService {
     info.setReqEpno("Y".equals(batchYn) ? "BATCH" : userUtil.getEmployeeNo());
 
     ExternalCallResult<ChngDetectContDto.ResultLabelDto> result =
-      externalHttpClient.call(
-        url,
-        HttpMethod.POST,
-        info,
-        netUtils.jsonHeaders(),
-        ChngDetectContDto.ResultLabelDto.class);
+        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());
+        EventType.MODIFIED.getId(),
+        netUtils.getLocalIP(),
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        null,
+        result.body().getSuccess());
 
     return result.body();
   }
@@ -368,80 +367,80 @@ public class GukYuinApiService {
   public ResultContDto findChnPnuToContList(String chnDtctId, String pnu) {
 
     String url =
-      gukyuinCdiUrl
-        + "/chn/cont/"
-        + chnDtctId
-        + "/pnu/"
-        + pnu
-        + "?reqIp="
-        + myip
-        + "&reqEpno="
-        + userUtil.getEmployeeNo();
+        gukyuinCdiUrl
+            + "/chn/cont/"
+            + chnDtctId
+            + "/pnu/"
+            + pnu
+            + "?reqIp="
+            + myip
+            + "&reqEpno="
+            + userUtil.getEmployeeNo();
 
     ExternalCallResult<ChngDetectContDto.ResultContDto> result =
-      externalHttpClient.call(
-        url,
-        HttpMethod.GET,
-        null,
-        netUtils.jsonHeaders(),
-        ChngDetectContDto.ResultContDto.class);
+        externalHttpClient.call(
+            url,
+            HttpMethod.GET,
+            null,
+            netUtils.jsonHeaders(),
+            ChngDetectContDto.ResultContDto.class);
 
     this.insertGukyuinAuditLog(
-      EventType.LIST.getId(),
-      netUtils.getLocalIP(),
-      userUtil.getId(),
-      url.replace(gukyuinUrl, ""),
-      null,
-      result.body().getSuccess());
+        EventType.LIST.getId(),
+        netUtils.getLocalIP(),
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        null,
+        result.body().getSuccess());
     return result.body();
   }
 
   public ResultDto listChnDtctId(String chnDtctId, String batchYn) {
     String url =
-      gukyuinCdiUrl
-        + "/chn/mast/"
-        + chnDtctId
-        + "?reqIp="
-        + myip
-        + "&reqEpno="
-        + ("Y".equals(batchYn) ? "BATCH" : userUtil.getEmployeeNo());
+        gukyuinCdiUrl
+            + "/chn/mast/"
+            + chnDtctId
+            + "?reqIp="
+            + myip
+            + "&reqEpno="
+            + ("Y".equals(batchYn) ? "BATCH" : userUtil.getEmployeeNo());
 
     ExternalCallResult<ChngDetectMastDto.ResultDto> result =
-      externalHttpClient.call(
-        url, HttpMethod.GET, null, netUtils.jsonHeaders(), ChngDetectMastDto.ResultDto.class);
+        externalHttpClient.call(
+            url, HttpMethod.GET, null, netUtils.jsonHeaders(), ChngDetectMastDto.ResultDto.class);
 
     this.insertGukyuinAuditLog(
-      EventType.DETAIL.getId(),
-      netUtils.getLocalIP(),
-      userUtil.getId(),
-      url.replace(gukyuinUrl, ""),
-      null,
-      result.body().getSuccess());
+        EventType.DETAIL.getId(),
+        netUtils.getLocalIP(),
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        null,
+        result.body().getSuccess());
 
     return result.body();
   }
 
   @Transactional(propagation = Propagation.REQUIRES_NEW, readOnly = false)
   public void insertGukyuinAuditLog(
-    String actionType,
-    String myIp,
-    Long userUid,
-    String requestUri,
-    Object requestBody,
-    boolean successFail) {
+      String actionType,
+      String myIp,
+      Long userUid,
+      String requestUri,
+      Object requestBody,
+      boolean successFail) {
     try {
       AuditLogEntity log =
-        new AuditLogEntity(
-          userUid,
-          EventType.fromName(actionType),
-          successFail ? EventStatus.SUCCESS : EventStatus.FAILED,
-          "GUKYUIN", // 메뉴도 국유인으로 하나 따기
-          myIp,
-          requestUri,
-          requestBody == null ? null : ApiLogFunction.cutRequestBody(requestBody.toString()),
-          null,
-          null,
-          null);
+          new AuditLogEntity(
+              userUid,
+              EventType.fromName(actionType),
+              successFail ? EventStatus.SUCCESS : EventStatus.FAILED,
+              "GUKYUIN", // 메뉴도 국유인으로 하나 따기
+              myIp,
+              requestUri,
+              requestBody == null ? null : ApiLogFunction.cutRequestBody(requestBody.toString()),
+              null,
+              null,
+              null);
       auditLogRepository.save(log);
 
     } catch (Exception e) {
@@ -457,16 +456,17 @@ public class GukYuinApiService {
       return new ResponseObj(ApiResponseCode.DUPLICATE_DATA, "이미 국유인 연동을 한 회차입니다.");
     }
 
-//    String kamconfsDatasetExportPathfsDatasetExportPath = "/kamco-nfs/dataset/export/";
-    String kamconfsDatasetExportPathfsDatasetExportPath = String.format("%s%s", nfs, "/dataset/export/");
+    //    String kamconfsDatasetExportPathfsDatasetExportPath = "/kamco-nfs/dataset/export/";
+    String kamconfsDatasetExportPathfsDatasetExportPath =
+        String.format("%s%s", nfs, "/dataset/export/");
     if (!Files.isDirectory(Path.of(kamconfsDatasetExportPathfsDatasetExportPath + info.getUid()))) {
       return new ResponseObj(
-        ApiResponseCode.NOT_FOUND_DATA, "파일 경로에 회차 실행 파일이 생성되지 않았습니다. 확인 부탁드립니다.");
+          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());
+        gukyuinCoreService.findMapSheetLearnYearStage(info.getCompareYyyy(), info.getTargetYyyy());
 
     // reqDto 셋팅
     ChnDetectMastReqDto reqDto = new ChnDetectMastReqDto();
@@ -480,8 +480,8 @@ public class GukYuinApiService {
     // 추론(learn), 학습데이터(inference) 둘 다 종료 처리
     if (maxStage > 0) {
       Long learnId =
-        gukyuinCoreService.findMapSheetLearnInfoByYyyy(
-          info.getCompareYyyy(), info.getTargetYyyy(), maxStage);
+          gukyuinCoreService.findMapSheetLearnInfoByYyyy(
+              info.getCompareYyyy(), info.getTargetYyyy(), maxStage);
       gukyuinCoreService.updateMapSheetLearnGukyuinEndStatus(learnId);
       gukyuinCoreService.updateMapSheetInferenceLabelEndStatus(learnId);
     }
@@ -500,90 +500,90 @@ public class GukYuinApiService {
   }
 
   public ResultContDto findChnPnuToContObject(
-    String chnDtctId, String chnDtctObjtId, Integer pageIndex, Integer pageSize) {
+      String chnDtctId, String chnDtctObjtId, Integer pageIndex, Integer pageSize) {
 
     String url =
-      gukyuinCdiUrl
-        + "/chn/cont/"
-        + chnDtctId
-        + "/chnDtctObjtId/"
-        + chnDtctObjtId
-        + "?pageIndex="
-        + pageIndex
-        + "&pageSize="
-        + pageSize
-        + "&reqIp="
-        + myip
-        + "&reqEpno="
-        + userUtil.getEmployeeNo();
+        gukyuinCdiUrl
+            + "/chn/cont/"
+            + chnDtctId
+            + "/chnDtctObjtId/"
+            + chnDtctObjtId
+            + "?pageIndex="
+            + pageIndex
+            + "&pageSize="
+            + pageSize
+            + "&reqIp="
+            + myip
+            + "&reqEpno="
+            + userUtil.getEmployeeNo();
 
     ExternalCallResult<ChngDetectContDto.ResultContDto> result =
-      externalHttpClient.call(
-        url,
-        HttpMethod.GET,
-        null,
-        netUtils.jsonHeaders(),
-        ChngDetectContDto.ResultContDto.class);
+        externalHttpClient.call(
+            url,
+            HttpMethod.GET,
+            null,
+            netUtils.jsonHeaders(),
+            ChngDetectContDto.ResultContDto.class);
 
     this.insertGukyuinAuditLog(
-      EventType.DETAIL.getId(),
-      netUtils.getLocalIP(),
-      userUtil.getId(),
-      url.replace(gukyuinUrl, ""),
-      null,
-      result.body() != null && result.body().getSuccess());
+        EventType.DETAIL.getId(),
+        netUtils.getLocalIP(),
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        null,
+        result.body() != null && result.body().getSuccess());
     return result.body();
   }
 
   public ChngDetectMastDto.RlbDtctDto findRlbDtctList(
-    String chnDtctId, String yyyymmdd, String batchYn) {
+      String chnDtctId, String yyyymmdd, String batchYn) {
 
     String url =
-      gukyuinCdiUrl
-        + "/rlb/dtct/"
-        + chnDtctId
-        + "?reqIp="
-        + myip
-        + "&reqEpno="
-        + ("Y".equals(batchYn) ? "BATCH" : userUtil.getEmployeeNo())
-        + "&yyyymmdd="
-        + yyyymmdd;
+        gukyuinCdiUrl
+            + "/rlb/dtct/"
+            + chnDtctId
+            + "?reqIp="
+            + myip
+            + "&reqEpno="
+            + ("Y".equals(batchYn) ? "BATCH" : userUtil.getEmployeeNo())
+            + "&yyyymmdd="
+            + yyyymmdd;
 
     ExternalCallResult<ChngDetectMastDto.RlbDtctDto> result =
-      externalHttpClient.call(
-        url, HttpMethod.GET, null, netUtils.jsonHeaders(), ChngDetectMastDto.RlbDtctDto.class);
+        externalHttpClient.call(
+            url, HttpMethod.GET, null, netUtils.jsonHeaders(), ChngDetectMastDto.RlbDtctDto.class);
 
     this.insertGukyuinAuditLog(
-      EventType.LIST.getId(),
-      netUtils.getLocalIP(),
-      userUtil.getId(),
-      url.replace(gukyuinUrl, ""),
-      null,
-      result.body() != null && result.body().getSuccess());
+        EventType.LIST.getId(),
+        netUtils.getLocalIP(),
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        null,
+        result.body() != null && result.body().getSuccess());
     return result.body();
   }
 
   public RlbDtctDto findRlbDtctObject(String chnDtctObjtId) {
     String url =
-      gukyuinCdiUrl
-        + "/rlb/objt/"
-        + chnDtctObjtId
-        + "?reqIp="
-        + myip
-        + "&reqEpno="
-        + userUtil.getEmployeeNo();
+        gukyuinCdiUrl
+            + "/rlb/objt/"
+            + chnDtctObjtId
+            + "?reqIp="
+            + myip
+            + "&reqEpno="
+            + userUtil.getEmployeeNo();
 
     ExternalCallResult<ChngDetectMastDto.RlbDtctDto> result =
-      externalHttpClient.call(
-        url, HttpMethod.GET, null, netUtils.jsonHeaders(), ChngDetectMastDto.RlbDtctDto.class);
+        externalHttpClient.call(
+            url, HttpMethod.GET, null, netUtils.jsonHeaders(), ChngDetectMastDto.RlbDtctDto.class);
 
     this.insertGukyuinAuditLog(
-      EventType.DETAIL.getId(),
-      netUtils.getLocalIP(),
-      userUtil.getId(),
-      url.replace(gukyuinUrl, ""),
-      null,
-      result.body() != null && result.body().getSuccess());
+        EventType.DETAIL.getId(),
+        netUtils.getLocalIP(),
+        userUtil.getId(),
+        url.replace(gukyuinUrl, ""),
+        null,
+        result.body() != null && result.body().getSuccess());
     return result.body();
   }
 }
diff --git a/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceSendDto.java b/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceSendDto.java
index 40a5f3bb..2540a128 100644
--- a/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceSendDto.java
+++ b/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceSendDto.java
@@ -7,9 +7,7 @@ import lombok.Setter;
 import lombok.ToString;
 import lombok.extern.slf4j.Slf4j;
 
-/**
- * AI API 추론 실행 DTO
- */
+/** AI API 추론 실행 DTO */
 @Slf4j
 @Getter
 @Setter
@@ -27,7 +25,6 @@ public class InferenceSendDto {
   private String cd_model_type;
   private Double priority;
 
-
   @Getter
   @Setter
   @AllArgsConstructor
@@ -39,7 +36,5 @@ public class InferenceSendDto {
     private Integer input2_year;
     private String input1_scene_path;
     private String input2_scene_path;
-
-
   }
 }
diff --git a/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultService.java b/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultService.java
index 3a39051c..3fd1e243 100644
--- a/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultService.java
@@ -470,13 +470,15 @@ public class InferenceResultService {
     }
 
     // 2) local 환경 임시 처리
-//    if ("local".equals(profile)) {
-//      if (dto.getPred_requests_areas() == null) {
-//        throw new IllegalStateException("pred_requests_areas is null");
-//      }
-//      dto.getPred_requests_areas().setInput1_scene_path("/kamco-nfs/requests/2023_local.geojson");
-//      dto.getPred_requests_areas().setInput2_scene_path("/kamco-nfs/requests/2024_local.geojson");
-//    }
+    //    if ("local".equals(profile)) {
+    //      if (dto.getPred_requests_areas() == null) {
+    //        throw new IllegalStateException("pred_requests_areas is null");
+    //      }
+    //
+    // dto.getPred_requests_areas().setInput1_scene_path("/kamco-nfs/requests/2023_local.geojson");
+    //
+    // dto.getPred_requests_areas().setInput2_scene_path("/kamco-nfs/requests/2024_local.geojson");
+    //    }
 
     // 3) HTTP 호출
     HttpHeaders headers = new HttpHeaders();
diff --git a/src/main/java/com/kamco/cd/kamcoback/mapsheet/service/MapSheetMngService.java b/src/main/java/com/kamco/cd/kamcoback/mapsheet/service/MapSheetMngService.java
index cf410849..10d1f007 100644
--- a/src/main/java/com/kamco/cd/kamcoback/mapsheet/service/MapSheetMngService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/mapsheet/service/MapSheetMngService.java
@@ -47,7 +47,6 @@ public class MapSheetMngService {
   private final UploadService uploadService;
   private final UserUtil userUtil = new UserUtil();
 
-
   @Value("${file.root}")
   private String nfsRootDir;
 
@@ -74,8 +73,8 @@ public class MapSheetMngService {
     // List조회
     Page<YearEntity> years = mapSheetMngCoreService.getListMapListYYYYWithPaging(req);
     return years.map(YearEntity::getYyyy).getContent().stream()
-      .sorted(Comparator.reverseOrder())
-      .toList();
+        .sorted(Comparator.reverseOrder())
+        .toList();
   }
 
   public MngDto findMapSheetMng(int mngYyyy) {
@@ -113,7 +112,7 @@ public class MapSheetMngService {
 
   @Transactional
   public DmlReturn uploadPair(
-    MultipartFile tfwFile, String tifFile, Long hstUid, Long tifFileSize) {
+      MultipartFile tfwFile, String tifFile, Long hstUid, Long tifFileSize) {
 
     String tmpPath = syncTmpDir;
 
@@ -136,7 +135,7 @@ public class MapSheetMngService {
       return dmlReturn;
     }
 
-    //TODO 삭제?
+    // TODO 삭제?
     MngDto mngDto = mapSheetMngCoreService.findMapSheetMng(errDto.getMngYyyy());
 
     // 중복체크 -> 도엽50k/uuid 경로에 업로드 할 거라 overwrite 되지 않음
@@ -183,27 +182,27 @@ public class MapSheetMngService {
     // 파일이 존재하지 않을 경우(0개) 해당년도 다른 파일경로로 참조
     if (uploadPath.isEmpty()) {
       MngFilesDto filesDto =
-        mapSheetMngCoreService.findYyyyToMapSheetFilePathRefer(errDto.getMngYyyy());
+          mapSheetMngCoreService.findYyyyToMapSheetFilePathRefer(errDto.getMngYyyy());
       String referPath = filesDto.getFilePath();
       Path path = Paths.get(referPath);
       boolean isFiveDigitNumber =
-        path.getFileName() != null && path.getFileName().toString().matches("\\d{5}");
+          path.getFileName() != null && path.getFileName().toString().matches("\\d{5}");
 
       log.info("isFiveDigitNumber : " + isFiveDigitNumber);
       if (isFiveDigitNumber) {
         uploadPath =
-          Paths.get(referPath).getParent().toString()
-            + "/"
-            + errDto.getRefMapSheetNum()
-            + "/"
-            + errDto.getUuid();
+            Paths.get(referPath).getParent().toString()
+                + "/"
+                + errDto.getRefMapSheetNum()
+                + "/"
+                + errDto.getUuid();
       } else {
         uploadPath =
-          Paths.get(referPath).getParent().getParent().toString()
-            + "/"
-            + errDto.getRefMapSheetNum()
-            + "/"
-            + errDto.getUuid();
+            Paths.get(referPath).getParent().getParent().toString()
+                + "/"
+                + errDto.getRefMapSheetNum()
+                + "/"
+                + errDto.getUuid();
       }
     }
 
@@ -230,7 +229,7 @@ public class MapSheetMngService {
 
     // hst업데이트
     MapSheetMngDto.SyncCheckStateReqUpdateDto updReqSyncCheckState =
-      new MapSheetMngDto.SyncCheckStateReqUpdateDto();
+        new MapSheetMngDto.SyncCheckStateReqUpdateDto();
     updReqSyncCheckState.setHstUid(hstUid);
     updReqSyncCheckState.setFilePath(uploadPath);
     updReqSyncCheckState.setSyncCheckTfwFileName(tfwFile.getOriginalFilename());
@@ -277,7 +276,7 @@ public class MapSheetMngService {
     DmlReturn dmlReturn = new DmlReturn("success", "정상처리되었습니다.");
 
     MapSheetMngDto.SyncCheckStateReqUpdateDto reqDto =
-      new MapSheetMngDto.SyncCheckStateReqUpdateDto();
+        new MapSheetMngDto.SyncCheckStateReqUpdateDto();
 
     for (Long uid : fileUids) {
       MapSheetMngDto.MngFilesDto dto = mapSheetMngCoreService.findByFileUidMapSheetFile(uid);
@@ -344,13 +343,13 @@ public class MapSheetMngService {
 
     log.info("[FIND_FOLDER] DIR : {}", dirPath);
     List<FIleChecker.Folder> folderList =
-      FIleChecker.getFolderAll(dirPath, nfsRootDir).stream()
-        .filter(dir -> dir.getIsValid().equals(true))
-        .toList();
+        FIleChecker.getFolderAll(dirPath, nfsRootDir).stream()
+            .filter(dir -> dir.getIsValid().equals(true))
+            .toList();
 
     int folderTotCnt = folderList.size();
     int folderErrTotCnt =
-      (int) folderList.stream().filter(dto -> dto.getIsValid().equals(false)).count();
+        (int) folderList.stream().filter(dto -> dto.getIsValid().equals(false)).count();
 
     return new FoldersDto(dirPath, folderTotCnt, folderErrTotCnt, folderList);
   }
@@ -362,14 +361,14 @@ public class MapSheetMngService {
     int endPos = srchDto.getEndPos();
 
     List<FIleChecker.Basic> files =
-      FIleChecker.getFilesFromAllDepth(
-        srchDto.getDirPath(),
-        "*",
-        srchDto.getExtension(),
-        1,
-        srchDto.getSortType(),
-        startPos,
-        endPos);
+        FIleChecker.getFilesFromAllDepth(
+            srchDto.getDirPath(),
+            "*",
+            srchDto.getExtension(),
+            1,
+            srchDto.getSortType(),
+            startPos,
+            endPos);
 
     int fileListPos = 0;
     int fileTotCnt = files.size();
@@ -386,18 +385,18 @@ public class MapSheetMngService {
 
     List<MngDto> mngList = mapSheetMngCoreService.findMapSheetMngList();
     List<MngYyyyDto> yearList =
-      mngList.stream()
-        .filter(
-          dto -> "DONE".equals(dto.getMngState()) || "TAKINGERROR".equals(dto.getMngState()))
-        .map(dto -> new MngYyyyDto(dto.getMngYyyy(), dto.getMngPath()))
-        .toList();
+        mngList.stream()
+            .filter(
+                dto -> "DONE".equals(dto.getMngState()) || "TAKINGERROR".equals(dto.getMngState()))
+            .map(dto -> new MngYyyyDto(dto.getMngYyyy(), dto.getMngPath()))
+            .toList();
 
     return yearList;
   }
 
   @Transactional
   public ModelUploadResDto uploadChunkMapSheetFile(
-    Long hstUid, UploadAddReq upAddReqDto, MultipartFile chunkFile) throws IOException {
+      Long hstUid, UploadAddReq upAddReqDto, MultipartFile chunkFile) throws IOException {
 
     ErrorDataDto errDto = mapSheetMngCoreService.findMapSheetError(hstUid);
 
@@ -411,20 +410,20 @@ public class MapSheetMngService {
 
     if (uploadPath.isEmpty()) {
       MngFilesDto filesDto =
-        mapSheetMngCoreService.findYyyyToMapSheetFilePathRefer(errDto.getMngYyyy());
+          mapSheetMngCoreService.findYyyyToMapSheetFilePathRefer(errDto.getMngYyyy());
       String referPath = filesDto.getFilePath();
       Path path = Paths.get(referPath);
       boolean isFiveDigitNumber =
-        path.getFileName() != null && path.getFileName().toString().matches("\\d{5}");
+          path.getFileName() != null && path.getFileName().toString().matches("\\d{5}");
 
       log.info("isFiveDigitNumber : " + isFiveDigitNumber);
       if (isFiveDigitNumber) {
         uploadPath = Paths.get(referPath).getParent().toString() + "/" + errDto.getRefMapSheetNum();
       } else {
         uploadPath =
-          Paths.get(referPath).getParent().getParent().toString()
-            + "/"
-            + errDto.getRefMapSheetNum();
+            Paths.get(referPath).getParent().getParent().toString()
+                + "/"
+                + errDto.getRefMapSheetNum();
       }
     }
 
@@ -447,7 +446,7 @@ public class MapSheetMngService {
 
       // upload_id, uuid 를 update
       mapSheetMngCoreService.updateMapSheetMngHstUploadId(
-        hstUid, upAddReqDto.getUuid(), upRes.getUploadId());
+          hstUid, upAddReqDto.getUuid(), upRes.getUploadId());
     }
 
     modelUploadResDto.setRes(upRes.getRes());
diff --git a/src/main/java/com/kamco/cd/kamcoback/scheduler/service/MapSheetInferenceJobService.java b/src/main/java/com/kamco/cd/kamcoback/scheduler/service/MapSheetInferenceJobService.java
index f8f813f8..714b22db 100644
--- a/src/main/java/com/kamco/cd/kamcoback/scheduler/service/MapSheetInferenceJobService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/scheduler/service/MapSheetInferenceJobService.java
@@ -389,13 +389,15 @@ public class MapSheetInferenceJobService {
     log.info("========================================================");
     log.info("");
     // 2) local 환경 임시 처리
-//    if ("local".equals(profile)) {
-//      if (dto.getPred_requests_areas() == null) {
-//        throw new IllegalStateException("pred_requests_areas is null");
-//      }
-//      dto.getPred_requests_areas().setInput1_scene_path("/kamco-nfs/requests/2023_local.geojson");
-//      dto.getPred_requests_areas().setInput2_scene_path("/kamco-nfs/requests/2024_local.geojson");
-//    }
+    //    if ("local".equals(profile)) {
+    //      if (dto.getPred_requests_areas() == null) {
+    //        throw new IllegalStateException("pred_requests_areas is null");
+    //      }
+    //
+    // dto.getPred_requests_areas().setInput1_scene_path("/kamco-nfs/requests/2023_local.geojson");
+    //
+    // dto.getPred_requests_areas().setInput2_scene_path("/kamco-nfs/requests/2024_local.geojson");
+    //    }
 
     // 3) HTTP 호출
     HttpHeaders headers = new HttpHeaders();