merge develop_add_log

Merge pull request '미사용 쿼리 삭제, 추론 주석 추가, api/inference/download/ 권한 제거 수정' (#104 ) from feat/infer_dev_260211 into develop
Reviewed-on: #104
2026-02-26 13:20:11 +09:00 · 2026-02-26 12:36:40 +09:00 · 2026-02-26 12:36:02 +09:00 · 2026-02-26 12:21:06 +09:00 · 2026-02-26 12:16:48 +09:00 · 2026-02-26 12:12:50 +09:00
23 changed files with 328 additions and 444 deletions
--- a/src/main/java/com/kamco/cd/kamcoback/common/utils/FIleChecker.java
+++ b/src/main/java/com/kamco/cd/kamcoback/common/utils/FIleChecker.java
@@ -279,7 +279,9 @@ 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);

@@ -308,8 +310,12 @@ 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
                    boolean isShowHide =
-                        !parentFolderNm.equals("kamco-nfs"); // 폴더 리스트에 kamco-nfs 하위만 나오도록 처리
+                        !parentFolderNm.equals(nfsRootDir); // 폴더 리스트에 nfsRootDir 하위만 나오도록 처리
                    File file = new File(fullPath);
                    int childCnt = getChildFolderCount(file);
                    String lastModified = getLastModified(file);
@@ -357,8 +363,8 @@ public class FIleChecker {
    return folderList;
  }

-  public static List<Folder> getFolderAll(String dirPath) {
-    return getFolderAll(dirPath, "name", 1);
+  public static List<Folder> getFolderAll(String dirPath, String nfsRootDir) {
+    return getFolderAll(dirPath, "name", 1, nfsRootDir);
  }

  public static int getChildFolderCount(File directory) {
--- a/src/main/java/com/kamco/cd/kamcoback/config/FileProperties.java
+++ b/src/main/java/com/kamco/cd/kamcoback/config/FileProperties.java
@@ -0,0 +1,33 @@
+package com.kamco.cd.kamcoback.config;
+
+import lombok.Getter;
+import lombok.Setter;
+import org.springframework.boot.context.properties.ConfigurationProperties;
+import org.springframework.stereotype.Component;
+
+@Getter
+@Setter
+@Component
+@ConfigurationProperties(prefix = "file")
+public class FileProperties {
+
+  private String root;
+  private String nfs;
+  private String syncRootDir;
+  private String syncTmpDir;
+  private String syncFileExtention;
+  private String datasetDir;
+  private String datasetTmpDir;
+  private String modelDir;
+  private String modelTmpDir;
+  private String modelFileExtention;
+  private String ptPath;
+  private String datasetResponse;
+  private TrainingData trainingData;
+
+  @Getter
+  @Setter
+  public static class TrainingData {
+    private String geojsonDir;
+  }
+}
--- a/src/main/java/com/kamco/cd/kamcoback/config/InferenceProperties.java
+++ b/src/main/java/com/kamco/cd/kamcoback/config/InferenceProperties.java
@@ -0,0 +1,20 @@
+package com.kamco.cd.kamcoback.config;
+
+import lombok.Getter;
+import lombok.Setter;
+import org.springframework.boot.context.properties.ConfigurationProperties;
+import org.springframework.stereotype.Component;
+
+@Getter
+@Setter
+@Component
+@ConfigurationProperties(prefix = "inference")
+public class InferenceProperties {
+
+  private String nfs;
+  private String url;
+  private String batchUrl;
+  private String geojsonDir;
+  private String jarPath;
+  private String inferenceServerName;
+}
--- a/src/main/java/com/kamco/cd/kamcoback/config/SecurityConfig.java
+++ b/src/main/java/com/kamco/cd/kamcoback/config/SecurityConfig.java
@@ -105,7 +105,8 @@ public class SecurityConfig {
                        "/api/layer/map/**",
                        "/api/layer/tile-url",
                        "/api/layer/tile-url-year",
-                        "/api/common-code/clazz")
+                        "/api/common-code/clazz",
+                        "/api/inference/download/**")
                    .permitAll()
                    // 로그인한 사용자만 가능 IAM
                    .requestMatchers(
--- a/src/main/java/com/kamco/cd/kamcoback/config/StartupLogger.java
+++ b/src/main/java/com/kamco/cd/kamcoback/config/StartupLogger.java
@@ -16,6 +16,8 @@ public class StartupLogger {

  private final Environment environment;
  private final DataSource dataSource;
+  private final FileProperties fileProperties;
+  private final InferenceProperties inferenceProperties;

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

    log.info(startupMessage);
  }
--- a/src/main/java/com/kamco/cd/kamcoback/gukyuin/dto/ChngDetectMastDto.java
+++ b/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")
--- a/src/main/java/com/kamco/cd/kamcoback/gukyuin/service/GukYuinApiService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/gukyuin/service/GukYuinApiService.java
@@ -66,8 +66,11 @@ public class GukYuinApiService {
  @Value("${gukyuin.cdi}")
  private String gukyuinCdiUrl;

-  @Value("${file.dataset-dir}")
-  private String datasetDir;
+  @Value("${file.nfs}")
+  private String nfs;
+
+  //  @Value("${file.dataset-dir}")
+  //  private String datasetDir;

  @Transactional
  public ChngDetectMastDto.RegistResDto regist(
@@ -453,7 +456,10 @@ public class GukYuinApiService {
      return new ResponseObj(ApiResponseCode.DUPLICATE_DATA, "이미 국유인 연동을 한 회차입니다.");
    }

-    if (!Files.isDirectory(Path.of(datasetDir + info.getUid()))) {
+    //    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.");
    }
@@ -468,7 +474,7 @@ public class GukYuinApiService {
    reqDto.setCrtrYr(String.valueOf(info.getTargetYyyy()));
    reqDto.setChnDtctSno(String.valueOf(maxStage + 1));
    reqDto.setChnDtctId(info.getUid());
-    reqDto.setPathNm(datasetDir + info.getUid());
+    reqDto.setPathNm(kamconfsDatasetExportPathfsDatasetExportPath + info.getUid());

    // 1회차를 종료 상태로 처리하고 2회차를 보내야 함
    // 추론(learn), 학습데이터(inference) 둘 다 종료 처리
--- a/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceResultDto.java
+++ b/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceResultDto.java
@@ -246,15 +246,15 @@ public class InferenceResultDto {
    @NotBlank
    private String title;

-    @Schema(description = "G1", example = "b40e0f68-c1d8-49fc-93f9-a36270093861")
+    @Schema(description = "G1", example = "643adead-f3d2-4f10-9037-862bee919399")
    @NotNull
    private UUID model1Uuid;

-    @Schema(description = "G2", example = "ec92b7d2-b5a3-4915-9bdf-35fb3ca8ad27")
+    @Schema(description = "G2", example = "dd86b4ef-28e3-4e3d-9ee4-f60d9cb54e13")
    @NotNull
    private UUID model2Uuid;

-    @Schema(description = "G3", example = "37f45782-8ccf-4cf6-911c-a055a1510d39")
+    @Schema(description = "G3", example = "58c1153e-dec6-4424-82a1-189083a9d9dc")
    @NotNull
    private UUID model3Uuid;

--- a/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceSendDto.java
+++ b/src/main/java/com/kamco/cd/kamcoback/inference/dto/InferenceSendDto.java
@@ -16,9 +16,6 @@ import lombok.extern.slf4j.Slf4j;
@ToString
 public class InferenceSendDto {

-  private static final String DEV_PATH_PREFIX = "kamco-nfs";
-  private static final String PROD_PATH_PREFIX = "data";
-
  private pred_requests_areas pred_requests_areas;
  private String model_version;
  private String cd_model_path;
@@ -28,23 +25,6 @@ public class InferenceSendDto {
  private String cd_model_type;
  private Double priority;

-  // 프로덕션은 경로가 바뀜
-  public void changeValForProd() {
-    if (pred_requests_areas != null) {
-      pred_requests_areas.changeValForProd();
-      log.info("[CHANGE]pred_requests_areas={}", pred_requests_areas);
-    }
-    if (this.cd_model_path != null) {
-      this.cd_model_path = this.cd_model_path.replace(DEV_PATH_PREFIX, PROD_PATH_PREFIX);
-    }
-    if (this.cls_model_path != null) {
-      this.cls_model_path = this.cls_model_path.replace(DEV_PATH_PREFIX, PROD_PATH_PREFIX);
-    }
-    if (this.cd_model_config != null) {
-      this.cd_model_config = this.cd_model_config.replace(DEV_PATH_PREFIX, PROD_PATH_PREFIX);
-    }
-  }
-
  @Getter
  @Setter
  @AllArgsConstructor
@@ -56,19 +36,5 @@ public class InferenceSendDto {
    private Integer input2_year;
    private String input1_scene_path;
    private String input2_scene_path;
-
-    public void changeValForProd() {
-      // ai팀에서 kamco-nfs를 data로 세팅했음
-      if (this.input1_scene_path != null) {
-        this.input1_scene_path =
-            this.input1_scene_path.replace(
-                InferenceSendDto.DEV_PATH_PREFIX, InferenceSendDto.PROD_PATH_PREFIX);
-      }
-      if (this.input2_scene_path != null) {
-        this.input2_scene_path =
-            this.input2_scene_path.replace(
-                InferenceSendDto.DEV_PATH_PREFIX, InferenceSendDto.PROD_PATH_PREFIX);
-      }
-    }
  }
 }
--- a/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceResultService.java
@@ -47,14 +47,12 @@ import java.util.ArrayList;
 import java.util.Comparator;
 import java.util.HashMap;
 import java.util.HashSet;
-import java.util.LinkedHashMap;
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
 import java.util.Optional;
 import java.util.Set;
 import java.util.UUID;
-import java.util.function.Function;
 import java.util.stream.Collectors;
 import lombok.RequiredArgsConstructor;
 import lombok.extern.log4j.Log4j2;
@@ -67,6 +65,7 @@ import org.springframework.http.MediaType;
 import org.springframework.stereotype.Service;
 import org.springframework.transaction.annotation.Transactional;

+/** 추론 관리 */
@Service
@Log4j2
@RequiredArgsConstructor
@@ -120,6 +119,12 @@ public class InferenceResultService {
    return dto.getUuid();
  }

+  /**
+   * 추론 실행 - 추론제외, 이전년도 도엽 사용 분기
+   *
+   * @param req
+   * @return
+   */
  @Transactional
  public UUID run(InferenceResultDto.RegReq req) {
    if (req.getDetectOption().equals(DetectOption.EXCL.getId())) {
@@ -199,7 +204,7 @@ public class InferenceResultService {
    // target 목록 조회
    List<MngListDto> targetDtoList = mapSheetMngCoreService.getHstMapSheetList(req);

-    // target 도엽번호 리스트 추출
+    // target 도엽번호 리스트 추출 중복 제거
    List<String> targetList =
        targetDtoList.stream()
            .map(MngListDto::getMapSheetNum)
@@ -207,9 +212,6 @@ public class InferenceResultService {
            .distinct()
            .toList();

-    // target 포함 여부 판단
-    Set<String> targetSet = new HashSet<>(targetList);
-
    // compare 목록 조회
    List<MapSheetFallbackYearDto> compareDtoList =
        new ArrayList<>(mapSheetMngCoreService.getMapSheetNumDtoByHst(req.getCompareYyyy()));
@@ -221,34 +223,21 @@ public class InferenceResultService {
            .filter(Objects::nonNull)
            .collect(Collectors.toSet());

-    // arget에는 있으나 compare에는 없는 도엽 추출
+    // target에는 있으나 compare에는 없는 도엽 추출
    List<String> remainingTargetList =
        targetList.stream().filter(s -> !compareSet.contains(s)).toList();

-    // fallback년도 도엽 조회
+    // compare에 없을때 이전 년도 사용 가능여부 조회
    List<MapSheetFallbackYearDto> fallbackYearDtoList =
        mapSheetMngCoreService.findFallbackCompareYearByMapSheets(
            req.getTargetYyyy(), // 대상년도 기준
            remainingTargetList // compare에 없는 도엽들
            );

-    // 기존 compare , fallback 합치기
+    // 기존 compare , 사용가능 이전년도 정보 합치기
    compareDtoList.addAll(fallbackYearDtoList);

-    // mapSheetNum 기준 중복 제거 (기존 compare 우선 유지)
-    compareDtoList =
-        new ArrayList<>(
-            compareDtoList.stream()
-                .filter(d -> d.getMapSheetNum() != null)
-                .collect(
-                    Collectors.toMap(
-                        MapSheetFallbackYearDto::getMapSheetNum,
-                        Function.identity(),
-                        (existing, replacement) -> existing, // 기존 우선
-                        LinkedHashMap::new))
-                .values());
-
-    // 최종 compare 도엽 Set 구성
+    // 중복제거하여 사용할 compare 도엽 목록
    Set<String> availableCompareSheets =
        compareDtoList.stream()
            .map(MapSheetFallbackYearDto::getMapSheetNum)
@@ -256,35 +245,11 @@ public class InferenceResultService {
            .collect(Collectors.toSet());

    // 최종 추론 대상 도엽
-    // target 중 compare(fallback)에 존재하는 도엽만 추출
+    // target 기준으로 compare 에 존재하는 도엽만 추출
    List<String> filteredTargetList =
        targetList.stream().filter(availableCompareSheets::contains).toList();

-    // compare only 계산 (target에는 없는 compare 도엽 수)
-    long compareOnlyCount =
-        compareDtoList.stream()
-            .map(MapSheetFallbackYearDto::getMapSheetNum)
-            .filter(s -> s != null && !targetSet.contains(s))
-            .count();
-
-    // 연도별 도엽 비교 로그 출력
-    log.info(
-        """
-      ===== MapSheet Year Comparison =====
-      target Total: {}
-      compare Total: {}
-      Intersection: {}
-      target Only (Excluded): {}
-      compare Only: {}
-      ====================================
-      """,
-        targetList.size(), // target count
-        compareDtoList.size(), // compare count
-        filteredTargetList.size(), // target 기준으로 compare 비교하여 최종 추론할 도엽 count
-        targetList.size() - filteredTargetList.size(), // compare에 존재하지 않는 target 도엽 수
-        compareOnlyCount); // target 에 존재하지 않는 compare 도엽수
-
-    // compareDtoList도 최종 교집합 기준으로 필터
+    // compareDtoList도 최종 기준으로 필터
    Set<String> filteredTargetSet = new HashSet<>(filteredTargetList);

    List<MapSheetFallbackYearDto> filteredCompareDtoList =
@@ -293,6 +258,30 @@ public class InferenceResultService {
            .filter(d -> filteredTargetSet.contains(d.getMapSheetNum()))
            .toList();

+    // compare only 계산 (target에는 없는 compare 도엽 수) log 용
+    long compareOnlyCount =
+        compareDtoList.stream()
+            .map(MapSheetFallbackYearDto::getMapSheetNum)
+            .filter(s -> s != null && !targetList.contains(s))
+            .count();
+
+    // 연도별 도엽 비교 로그 출력
+    log.info(
+        """
+    ===== MapSheet Year Comparison =====
+    target Total: {}
+    compare Total: {}
+    Intersection: {}
+    target Only (Excluded): {}
+    compare Only: {}
+    ====================================
+    """,
+        targetList.size(), // target count
+        compareDtoList.size(), // compare count
+        filteredTargetList.size(), // target 기준으로 compare 비교하여 최종 추론할 도엽 count
+        targetList.size() - filteredTargetList.size(), // compare에 존재하지 않는 target 도엽 수
+        compareOnlyCount); // target 에 존재하지 않는 compare 도엽수
+
    // compare 기준 geojson 생성 (년도 fallback 반영)
    Scene compareScene =
        getSceneInference(
@@ -604,7 +593,7 @@ public class InferenceResultService {
  }

  /**
-   * 추론 AI API 호출
+   * 추론 AI API 호출 batch id를 리턴
   *
   * @param dto
   */
@@ -622,7 +611,6 @@ public class InferenceResultService {
      log.info("[CHANGE INFERENCE] profile = {}  Inforence req", profile);
      log.info("========================================================");
      log.info("");
-      dto.changeValForProd();
    }

    // 1) 요청 로그
@@ -633,19 +621,22 @@ public class InferenceResultService {
    }

    // 2) local 환경 임시 처리
-    if ("local".equals(profile)) {
-      if (dto.getPred_requests_areas() == null) {
-        throw new IllegalStateException("pred_requests_areas is null");
-      }
-      dto.getPred_requests_areas().setInput1_scene_path("/kamco-nfs/requests/2023_local.geojson");
-      dto.getPred_requests_areas().setInput2_scene_path("/kamco-nfs/requests/2024_local.geojson");
-    }
+    //    if ("local".equals(profile)) {
+    //      if (dto.getPred_requests_areas() == null) {
+    //        throw new IllegalStateException("pred_requests_areas is null");
+    //      }
+    //
+    // dto.getPred_requests_areas().setInput1_scene_path("/kamco-nfs/requests/2023_local.geojson");
+    //
+    // dto.getPred_requests_areas().setInput2_scene_path("/kamco-nfs/requests/2024_local.geojson");
+    //    }

    // 3) HTTP 호출
    HttpHeaders headers = new HttpHeaders();
    headers.setContentType(MediaType.APPLICATION_JSON);
    headers.setAccept(List.of(MediaType.APPLICATION_JSON));

+    // 추론 실행 API 호출
    ExternalCallResult<String> result =
        externalHttpClient.call(inferenceUrl, HttpMethod.POST, dto, headers, String.class);

@@ -660,12 +651,14 @@ public class InferenceResultService {
          objectMapper.readValue(result.body(), new TypeReference<>() {});

      if (list.isEmpty()) {
-        throw new IllegalStateException("Inference response is empty");
+        throw new CustomApiException(
+            "NOT_FOUND", HttpStatus.NOT_FOUND, "Inference response is empty");
      }

      Object batchIdObj = list.get(0).get("batch_id");
      if (batchIdObj == null) {
-        throw new IllegalStateException("batch_id not found in response");
+        throw new CustomApiException(
+            "NOT_FOUND", HttpStatus.NOT_FOUND, "batch_id not found in response");
      }

      return Long.valueOf(batchIdObj.toString());
@@ -684,6 +677,7 @@ public class InferenceResultService {
   */
  private InferenceSendDto getModelInfo(UUID uuid) {

+    // 모델정보 조회
    Basic modelInfo = modelMngCoreService.findByModelUuid(uuid);

    String cdModelPath = "";
--- a/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceRunService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/inference/service/InferenceRunService.java
@@ -1,224 +0,0 @@
-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.Scene;
-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 com.kamco.cd.kamcoback.inference.dto.InferenceSendDto.pred_requests_areas;
-import com.kamco.cd.kamcoback.model.dto.ModelMngDto.Basic;
-import com.kamco.cd.kamcoback.model.dto.ModelMngDto.ModelType;
-import com.kamco.cd.kamcoback.postgres.core.MapSheetMngCoreService;
-import com.kamco.cd.kamcoback.postgres.core.ModelMngCoreService;
-import java.nio.file.Paths;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Map;
-import java.util.Set;
-import java.util.UUID;
-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;
-
-@Service
-@Log4j2
-@RequiredArgsConstructor
-public class InferenceRunService {
-  private final ExternalHttpClient externalHttpClient;
-  private final MapSheetMngCoreService mapSheetMngCoreService;
-  private final ModelMngCoreService modelMngCoreService;
-  private final ObjectMapper objectMapper;
-
-  @Value("${spring.profiles.active}")
-  private String profile;
-
-  @Value("${inference.url}")
-  private String inferenceUrl;
-
-  // TODO 이거 쓰는건가?
-  public void run(Integer compareYear, Integer targetYear, UUID modelUuid) {
-
-    List<String> compareList = mapSheetMngCoreService.getMapSheetMngHst(compareYear);
-    List<String> targetList = mapSheetMngCoreService.getMapSheetMngHst(targetYear);
-
-    log.info(
-        "hst list count compareList = {}, targetList = {}", compareList.size(), targetList.size());
-
-    Set<String> compareSet = new HashSet<>(compareList);
-    Set<String> targetSet = new HashSet<>(targetList);
-
-    long intersectionCount =
-        targetSet.stream()
-            .distinct()
-            .filter(compareSet::contains)
-            .count(); // compare와 target에 공통으로 존재하는 도협 수
-
-    long excludedTargetCount =
-        targetSet.stream()
-            .distinct()
-            .filter(s -> !compareSet.contains(s))
-            .count(); // target 에만 존재하는 도협 수 (compare 에는 없음)
-
-    long onlyCompareCount =
-        compareSet.stream()
-            .distinct()
-            .filter(s -> !targetSet.contains(s))
-            .count(); // compare 에만 존재하는 도협 수 (target 에는 없음)
-
-    log.info(
-        """
-      ===== MapSheet Year Comparison =====
-      target Total: {}
-      compare Total: {}
-      Intersection: {}
-      target Only (Excluded from compare): {}
-      compare Only: {}
-      ====================================
-      """,
-        targetSet.size(),
-        compareSet.size(),
-        intersectionCount,
-        excludedTargetCount,
-        onlyCompareCount);
-
-    List<String> filteredTargetList =
-        targetSet.stream() // target 기준으로
-            .filter(compareSet::contains) // compare에 있는 도협만 남김
-            .toList();
-
-    Scene modelComparePath = getSceneInference(compareYear.toString(), filteredTargetList, "", "");
-
-    Scene modelTargetPath = getSceneInference(targetYear.toString(), filteredTargetList, "", "");
-
-    // ai 서버에 전달할 파라미터 생성
-    pred_requests_areas predRequestsAreas = new pred_requests_areas();
-    predRequestsAreas.setInput1_year(compareYear);
-    predRequestsAreas.setInput2_year(targetYear);
-    predRequestsAreas.setInput1_scene_path(modelComparePath.getFilePath());
-    predRequestsAreas.setInput2_scene_path(modelTargetPath.getFilePath());
-
-    InferenceSendDto m1 = this.getModelInfo(modelUuid);
-    m1.setPred_requests_areas(predRequestsAreas);
-
-    // ai 추론 실행 api 호출
-    Long batchId = ensureAccepted(m1);
-  }
-
-  private Scene getSceneInference(
-      String yyyy, List<String> mapSheetNums, String mapSheetScope, String detectOption) {
-    return mapSheetMngCoreService.getSceneInference(
-        yyyy, mapSheetNums, mapSheetScope, detectOption);
-  }
-
-  /**
-   * 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.info("Inference request dto={}", objectMapper.writeValueAsString(dto));
-    } catch (JsonProcessingException e) {
-      log.warn("Failed to serialize inference dto", e);
-    }
-
-    // 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
-   *
-   * @param uuid
-   * @return
-   */
-  private InferenceSendDto getModelInfo(UUID uuid) {
-
-    Basic modelInfo = modelMngCoreService.findByModelUuid(uuid);
-
-    String cdModelPath = "";
-    String cdModelConfigPath = "";
-    String cdClsModelPath = "";
-
-    if (modelInfo.getCdModelPath() != null && modelInfo.getCdModelFileName() != null) {
-      cdModelPath =
-          Paths.get(modelInfo.getCdModelPath(), modelInfo.getCdModelFileName()).toString();
-    }
-
-    if (modelInfo.getCdModelConfig() != null && modelInfo.getCdModelConfigFileName() != null) {
-      cdModelConfigPath =
-          Paths.get(modelInfo.getCdModelConfig(), modelInfo.getCdModelConfigFileName()).toString();
-    }
-
-    if (modelInfo.getClsModelPath() != null && modelInfo.getClsModelFileName() != null) {
-      cdClsModelPath =
-          Paths.get(modelInfo.getClsModelPath(), modelInfo.getClsModelFileName()).toString();
-    }
-
-    String modelType = "";
-
-    if (modelInfo.getModelType().equals(ModelType.G1.getId())) {
-      modelType = ModelType.G1.getId();
-    } else if (modelInfo.getModelType().equals(ModelType.G2.getId())) {
-      modelType = ModelType.G2.getId();
-    } else {
-      modelType = ModelType.G3.getId();
-    }
-
-    InferenceSendDto sendDto = new InferenceSendDto();
-    sendDto.setModel_version(modelInfo.getModelVer());
-    sendDto.setCd_model_path(cdModelPath);
-    sendDto.setCd_model_config(cdModelConfigPath);
-    sendDto.setCls_model_path(cdClsModelPath);
-    sendDto.setCls_model_version(modelInfo.getModelVer());
-    sendDto.setCd_model_type(modelType);
-    sendDto.setPriority(5.0);
-    return sendDto;
-  }
-}
--- a/src/main/java/com/kamco/cd/kamcoback/mapsheet/service/MapSheetMngService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/mapsheet/service/MapSheetMngService.java
@@ -47,6 +47,9 @@ public class MapSheetMngService {
  private final UploadService uploadService;
  private final UserUtil userUtil = new UserUtil();

+  @Value("${file.root}")
+  private String nfsRootDir;
+
  @Value("${file.sync-root-dir}")
  private String syncRootDir;

@@ -111,7 +114,6 @@ public class MapSheetMngService {
  public DmlReturn uploadPair(
      MultipartFile tfwFile, String tifFile, Long hstUid, Long tifFileSize) {

-    String rootPath = syncRootDir;
    String tmpPath = syncTmpDir;

    DmlReturn dmlReturn = new DmlReturn("success", "UPLOAD COMPLETE");
@@ -133,6 +135,7 @@ public class MapSheetMngService {
      return dmlReturn;
    }

+    // TODO 삭제?
    MngDto mngDto = mapSheetMngCoreService.findMapSheetMng(errDto.getMngYyyy());

    // 중복체크 -> 도엽50k/uuid 경로에 업로드 할 거라 overwrite 되지 않음
@@ -340,7 +343,7 @@ public class MapSheetMngService {

    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();

--- a/src/main/java/com/kamco/cd/kamcoback/postgres/core/InferenceResultCoreService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/postgres/core/InferenceResultCoreService.java
@@ -369,6 +369,12 @@ public class InferenceResultCoreService {
    return mapSheetLearnRepository.getInferenceServerStatusList();
  }

+  /**
+   * 진행중 배치 조회
+   *
+   * @param status
+   * @return
+   */
  public InferenceBatchSheet getInferenceResultByStatus(String status) {
    MapSheetLearnEntity entity =
        mapSheetLearnRepository.getInferenceResultByStatus(status).orElse(null);
@@ -403,6 +409,12 @@ public class InferenceResultCoreService {
    return mapSheetLearnRepository.getInferenceAiResultById(id, modelUuid);
  }

+  /**
+   * 추론 진행 현황 상세
+   *
+   * @param uuid
+   * @return
+   */
  public InferenceStatusDetailDto getInferenceStatus(UUID uuid) {
    return mapSheetLearnRepository.getInferenceStatus(uuid);
  }
--- a/src/main/java/com/kamco/cd/kamcoback/postgres/core/MapSheetMngCoreService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/postgres/core/MapSheetMngCoreService.java
@@ -367,6 +367,7 @@ public class MapSheetMngCoreService {
      return List.of();
    }

+    // 년도 별로 루프를 돌리기위해 년도별 정리
    Map<Integer, List<MapSheetFallbackYearDto>> groupedByYear =
        yearDtos.stream()
            .filter(d -> d.getMngYyyy() != null && d.getMapSheetNum() != null)
@@ -377,6 +378,7 @@ public class MapSheetMngCoreService {
    for (Map.Entry<Integer, List<MapSheetFallbackYearDto>> entry : groupedByYear.entrySet()) {
      Integer year = entry.getKey();

+      // 년도별 mapSheetNum 만들기
      List<String> sheetNums =
          entry.getValue().stream()
              .map(MapSheetFallbackYearDto::getMapSheetNum)
@@ -384,6 +386,7 @@ public class MapSheetMngCoreService {
              .distinct()
              .toList();

+      // tif파일 정보 조회
      List<ImageFeature> temp = mapSheetMngRepository.getSceneInference(year.toString(), sheetNums);

      if (temp != null && !temp.isEmpty()) {
@@ -433,6 +436,12 @@ public class MapSheetMngCoreService {
    return entity.stream().map(MapSheetMngHstEntity::getMapSheetNum).toList();
  }

+  /**
+   * 특정 연도의 도엽 이력 데이터를 조회
+   *
+   * @param year
+   * @return
+   */
  public List<MapSheetFallbackYearDto> getMapSheetNumDtoByHst(Integer year) {
    List<MapSheetMngHstEntity> entity = mapSheetMngRepository.getMapSheetMngHst(year);
    return entity.stream()
--- a/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearnRepositoryCustom.java
+++ b/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearnRepositoryCustom.java
@@ -18,29 +18,99 @@ import org.springframework.data.domain.Page;

 public interface MapSheetLearnRepositoryCustom {

+  /**
+   * 추론 관리 목록 조회
+   *
+   * @param req 추론관리 목록 화면 조회 조건
+   * @return 추론 관리 목록
+   */
  Page<MapSheetLearnEntity> getInferenceMgnResultList(InferenceResultDto.SearchListReq req);

+  /**
+   * uuid 조건으로 추론 실행 정보 조회
+   *
+   * @param uuid uuid
+   * @return 추론 실행 정보
+   */
  Optional<MapSheetLearnEntity> getInferenceResultByUuid(UUID uuid);

+  /**
+   * 추론 실행중 서버정보 조회 cpu, gpu
+   *
+   * @return cpu, gpu 정보
+   */
  List<InferenceServerStatusDto> getInferenceServerStatusList();

+  /**
+   * 추론 실행 목록 진행 상태별 조회
+   *
+   * @param status 추론 진행 상태
+   * @return 추론 실행 정보
+   */
  Optional<MapSheetLearnEntity> getInferenceResultByStatus(String status);

+  /**
+   * 등록된 추론 실행목록 및 등록된 모델 정보 조회
+   *
+   * @param id 추론 실행 테이블 id
+   * @param modelUuid 모델 uuid
+   * @return 모델 정보
+   */
  InferenceProgressDto getInferenceAiResultById(Long id, UUID modelUuid);

+  /**
+   * 진행중인 추론 정보 상세 조회
+   *
+   * @param uuid 추론진행 uuid
+   * @return 진행중인 추론정보 상세 정보
+   */
  InferenceStatusDetailDto getInferenceStatus(UUID uuid);

+  /**
+   * 진행중인 추론이 있는지 조회
+   *
+   * @return 진행중인 추론 정보
+   */
  MapSheetLearnEntity getProcessing();

-  Integer getLearnStage(Integer compareYear, Integer targetYear);
-
+  /**
+   * 추론 결과 정보 조회
+   *
+   * @param uuid 추론 uuid
+   * @return 추론 결과 및 사용 모델 정보
+   */
  AnalResultInfo getInferenceResultInfo(UUID uuid);

+  /**
+   * 추론 결과 bbox, point 조회
+   *
+   * @param uuid 추론 uuid
+   * @return bbox, pont 정보
+   */
  BboxPointDto getBboxPoint(UUID uuid);

+  /**
+   * 분류별 탐지건수 조회
+   *
+   * @param uuid 추론 uuid
+   * @return 분류별 탐지건수 정보
+   */
  List<Dashboard> getInferenceClassCountList(UUID uuid);

+  /**
+   * 추론 결과 상세 geom 목록 조회
+   *
+   * @param uuid 추론 uuid
+   * @param searchGeoReq 추론 결과 상세화면 geom 조회 조건
+   * @return geom 목록 정보
+   */
  Page<Geom> getInferenceGeomList(UUID uuid, SearchGeoReq searchGeoReq);

+  /**
+   * 국유in연동 가능여부 확인 조회
+   *
+   * @param uuid 추론 uuid
+   * @return 추론 존재여부, 부분도엽 여부, 추론 진행중 여부, 국유인 작업 진행중 여부
+   */
  GukYuinLinkFacts findLinkFacts(UUID uuid);
 }
--- a/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearnRepositoryImpl.java
+++ b/src/main/java/com/kamco/cd/kamcoback/postgres/repository/Inference/MapSheetLearnRepositoryImpl.java
@@ -291,24 +291,6 @@ public class MapSheetLearnRepositoryImpl implements MapSheetLearnRepositoryCusto
        .fetchOne();
  }

-  @Override
-  public Integer getLearnStage(Integer compareYear, Integer targetYear) {
-    Integer stage =
-        queryFactory
-            .select(mapSheetLearnEntity.stage)
-            .from(mapSheetLearnEntity)
-            .where(
-                mapSheetLearnEntity
-                    .compareYyyy
-                    .eq(compareYear)
-                    .and(mapSheetLearnEntity.targetYyyy.eq(targetYear)))
-            .orderBy(mapSheetLearnEntity.id.desc())
-            .limit(1)
-            .fetchOne();
-
-    return stage == null ? 1 : stage + 1;
-  }
-
  @Override
  public AnalResultInfo getInferenceResultInfo(UUID uuid) {
    QModelMngEntity m1 = new QModelMngEntity("m1");
@@ -528,6 +510,7 @@ public class MapSheetLearnRepositoryImpl implements MapSheetLearnRepositoryCusto
  @Override
  public GukYuinLinkFacts findLinkFacts(UUID uuid) {

+    // 해당 추론 있는지 확인
    MapSheetLearnEntity learn =
        queryFactory
            .selectFrom(QMapSheetLearnEntity.mapSheetLearnEntity)
@@ -538,12 +521,14 @@ public class MapSheetLearnRepositoryImpl implements MapSheetLearnRepositoryCusto
      return new GukYuinLinkFacts(false, false, false, false);
    }

+    // 부분 도엽 실행인지 확인
    boolean isPartScope = MapSheetScope.PART.getId().equals(learn.getMapSheetScope());

    QMapSheetAnalInferenceEntity inf = QMapSheetAnalInferenceEntity.mapSheetAnalInferenceEntity;
    QMapSheetLearnEntity learn2 = new QMapSheetLearnEntity("learn2");
    QMapSheetLearnEntity learnQ = QMapSheetLearnEntity.mapSheetLearnEntity;

+    // 실행중인 추론 있는지 확인
    boolean hasRunningInference =
        queryFactory
                .selectOne()
@@ -557,6 +542,7 @@ public class MapSheetLearnRepositoryImpl implements MapSheetLearnRepositoryCusto
                .fetchFirst()
            != null;

+    // 국유인 작업 진행중 있는지 확인
    boolean hasOtherUnfinishedGukYuin =
        queryFactory
                .selectOne()
--- a/src/main/java/com/kamco/cd/kamcoback/postgres/repository/mapsheet/MapSheetMngRepositoryCustom.java
+++ b/src/main/java/com/kamco/cd/kamcoback/postgres/repository/mapsheet/MapSheetMngRepositoryCustom.java
@@ -64,6 +64,12 @@ public interface MapSheetMngRepositoryCustom {

  List<MapSheetMngDto.MngFilesDto> findByHstUidMapSheetFileList(Long hstUid);

+  /**
+   * 변화탐지 실행 가능 기준 연도 조회
+   *
+   * @param req 조회 연도, 도엽번호 목록,
+   * @return
+   */
  List<MngListDto> findByHstMapSheetTargetList(InferenceResultDto.RegReq req);

  List<MngListDto> findByHstMapSheetTargetList(int mngYyyy, List<String> mapIds);
--- a/src/main/java/com/kamco/cd/kamcoback/scheduler/service/MapSheetInferenceJobService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/scheduler/service/MapSheetInferenceJobService.java
@@ -381,29 +381,23 @@ public class MapSheetInferenceJobService {
      log.warn("not InferenceSendDto dto");
      throw new CustomApiException("BAD_REQUEST", HttpStatus.BAD_REQUEST);
    }
-    // [중복운영환경일때 경로수정 dean 260226
-    if (profile != null && profile.equals("prod")) {
-      log.info("========================================================");
-      log.info("[CHANGE INFERENCE] profile = {}  Inforence req", profile);
-      log.info("========================================================");
-      log.info("");
-      dto.changeValForProd();
-    }

    // 1) 요청 로그
    log.info("");
    log.info("========================================================");
-    log.info("[SEND INFERENCE] Inference request dto={}", dto);
+    log.info("[SEND INFERENCE] Inference request dto= {}", dto);
    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();
--- a/src/main/java/com/kamco/cd/kamcoback/scheduler/service/TrainingDataReviewJobService.java
+++ b/src/main/java/com/kamco/cd/kamcoback/scheduler/service/TrainingDataReviewJobService.java
@@ -31,7 +31,7 @@ public class TrainingDataReviewJobService {
  @Value("${spring.profiles.active}")
  private String profile;

-  @Value("${training-data.geojson-dir}")
+  @Value("${file.training-data.geojson-dir}")
  private String trainingDataDir;

  private boolean isLocalProfile() {
--- a/src/main/resources/application-dev.yml
+++ b/src/main/resources/application-dev.yml
@@ -89,36 +89,17 @@ mapsheet:
  shp:
    baseurl: /app/tmp/detect/result  #현재사용안함

-
-
 file:
-  #sync-root-dir: D:/kamco-nfs/images/
-  sync-root-dir: /kamco-nfs/images/
-  sync-tmp-dir: /kamco-nfs/requests/temp              # image upload temp dir
-  #sync-tmp-dir: ${file.sync-root-dir}/tmp
-  sync-file-extention: tfw,tif
-#  sync-auto-exception-start-year: 2024
-#  sync-auto-exception-before-year-cnt: 3
-
-  #dataset-dir: D:/kamco-nfs/model_output/
-  dataset-dir: /kamco-nfs/model_output/export/        # 마운트경로 AI 추론결과
-  dataset-tmp-dir: ${file.dataset-dir}tmp/
-
-  #model-dir: D:/kamco-nfs/ckpt/model/
-  model-dir: /kamco-nfs/ckpt/model/                   # 학습서버에서 트레이닝한 모델업로드경로
-  model-tmp-dir: ${file.model-dir}tmp/
-  model-file-extention: pth,json,py
-
-  pt-path: /kamco-nfs/ckpt/model/v6-cls-checkpoints/
+  root: kamco-nfs
+  nfs: /kamco-nfs
+  pt-path: ${file.nfs}/ckpt/model/v6-cls-checkpoints/
  pt-FileName: yolov8_6th-6m.pt

-  dataset-response: /kamco-nfs/dataset/response/
-
 inference:
+  nfs: /kamco-nfs
  url: http://192.168.2.183:8000/jobs
  batch-url: http://192.168.2.183:8000/batches
-  geojson-dir: /kamco-nfs/requests/                   # 추론실행을 위한 파일생성경로
-  jar-path: /kamco-nfs/repo/jar/shp-exporter.jar
+  jar-path: ${inference.nfs}/repo/jar/shp-exporter.jar
  inference-server-name: server1,server2,server3,server4

 gukyuin:
@@ -126,9 +107,6 @@ gukyuin:
  url: http://192.168.2.129:5301
  cdi: ${gukyuin.url}/api/kcd/cdi

-training-data:
-  geojson-dir: /kamco-nfs/dataset/request/
-
 layer:
  geoserver-url: https://kamco.geo-dev.gs.dabeeo.com
  wms-path: geoserver/cd
--- a/src/main/resources/application-local.yml
+++ b/src/main/resources/application-local.yml
@@ -67,34 +67,17 @@ mapsheet:
  shp:
    baseurl: /Users/bokmin/detect/result

-
-
 file:
-  sync-root-dir: C:/Users/gypark/kamco-nfs/images/
-  #sync-root-dir: /kamco-nfs/images/
-  sync-tmp-dir: ${file.sync-root-dir}/tmp/
-  sync-file-extention: tfw,tif
-#  sync-auto-exception-start-year: 2025
-#  sync-auto-exception-before-year-cnt: 3
-
-  dataset-dir: C:/Users/gypark/kamco-nfs/dataset/
-  #dataset-dir: /kamco-nfs/dataset/export/
-  dataset-tmp-dir: ${file.dataset-dir}tmp/
-
-  model-dir: C:/Users/gypark/kamco-nfs/ckpt/model/
-  #model-dir: /kamco-nfs/ckpt/model/
-  model-tmp-dir: ${file.model-dir}tmp/
-  model-file-extention: pth,json,py
-
-  pt-path: /kamco-nfs/ckpt/classification/
+  root: kamco-nfs
+  nfs: C:/Users/gypark/kamco-nfs
+  pt-path: ${file.nfs}/ckpt/classification/
  pt-FileName: v5-best.pt
-  dataset-response: /kamco-nfs/dataset/response/

 inference:
+  nfs: C:/Users/gyparkkamco-nfs
  url: http://10.100.0.11:8000/jobs
  batch-url: http://10.100.0.11:8000/batches
-  geojson-dir: /kamco-nfs/requests/
-  jar-path: jar/makeshp-1.0.0.jar
+  jar-path: jar/shp-exporter.jar
  inference-server-name: server1,server2,server3,server4

 gukyuin:
@@ -102,9 +85,6 @@ gukyuin:
  url: http://192.168.2.129:5301
  cdi: ${gukyuin.url}/api/kcd/cdi

-training-data:
-  geojson-dir: /kamco-nfs/model_output/labeling/
-
 layer:
  geoserver-url: https://kamco.geo-dev.gs.dabeeo.com
  wms-path: geoserver/cd
--- a/src/main/resources/application-prod.yml
+++ b/src/main/resources/application-prod.yml
@@ -84,36 +84,23 @@ mapsheet:
    baseurl: /app/detect/result #현재사용안함

 file:
-  sync-root-dir: /kamco-nfs/images/
-  sync-tmp-dir: /kamco-nfs/repo/tmp       # image upload temp dir
-  sync-file-extention: tfw,tif
-
-  #dataset-dir: D:/kamco-nfs/model_output/ #변경 model_output
-  dataset-dir: /kamco-nfs/model_output/export/  # 마운트경로 AI 추론결과
-  dataset-tmp-dir: ${file.dataset-dir}tmp/
-
-  #model-dir: D:/kamco-nfs/ckpt/model/
-  model-dir: /kamco-nfs/ckpt/model/             # 학습서버에서 트레이닝한 모델업로드경로
-  model-tmp-dir: ${file.model-dir}tmp/
-  model-file-extention: pth,json,py
-
-  pt-path: /kamco-nfs/ckpt/v6-cls-checkpoints/
+  root: data
+  nfs: /data
+  pt-path: ${file.nfs}/ckpt/model/v6-cls-checkpoints/
  pt-FileName: yolov8_6th-6m.pt
-  dataset-response: /kamco-nfs/dataset/response/

 inference:
-  url: http://127.0.0.1:8000/jobs
-  batch-url: http://127.0.0.1:8000/batches
-  geojson-dir: /kamco-nfs/requests/                 # 학습서버에서 트레이닝한 모델업로드경로
-  jar-path: /kamco-nfs/repo/jar/shp-exporter.jar    # 추론실행을 위한 파일생성경로
+  nfs: /data
+  url: http://172.16.4.56:8000/jobs
+  batch-url: http://172.16.4.56:8000/batches
+  jar-path: ${inference.nfs}/repo/jar/shp-exporter.jar
  inference-server-name: server1,server2,server3,server4

 gukyuin:
  url: http://127.0.0.1:5301
  cdi: ${gukyuin.url}/api/kcd/cdi

-training-data:
-  geojson-dir: /kamco-nfs/dataset/request/
+

 layer:
  geoserver-url: https://kamco.geo-dev.gs.dabeeo.com
--- a/src/main/resources/application.yml
+++ b/src/main/resources/application.yml
@@ -67,3 +67,22 @@ management:
        include:
          - "health"

+file:
+  root: kamco-nfs
+  nfs: /kamco-nfs
+  sync-root-dir: ${file.nfs}/images/
+  sync-tmp-dir: ${file.nfs}/requests/temp              # image upload temp dir
+  sync-file-extention: tfw,tif
+  dataset-dir: ${file.nfs}/model_output/export/        # 마운트경로 AI 추론결과
+  dataset-tmp-dir: ${file.dataset-dir}tmp/
+  model-dir: ${file.nfs}/ckpt/model/                   # 학습서버에서 트레이닝한 모델업로드경로
+  model-tmp-dir: ${file.model-dir}tmp/
+  model-file-extention: pth,json,py
+  pt-path: ${file.nfs}/ckpt/model/v6-cls-checkpoints/
+  dataset-response: ${file.nfs}/dataset/response/
+  training-data:
+    geojson-dir: ${file.nfs}/dataset/request/
+inference:
+  nfs: /kamco-nfs
+  geojson-dir: ${inference.nfs}/requests/                   # 추론실행을 위한 파일생성경로
+  jar-path: ${inference.nfs}/repo/jar/shp-exporter.jar
Author	SHA1	Message	Date
dean[백병남]	32d56cf8fe	merge develop_add_log	2026-02-26 13:20:11 +09:00
teddy	c3b7daebb7	Merge pull request '미사용 쿼리 삭제, 추론 주석 추가, api/inference/download/ 권한 제거 수정' (#104 ) from feat/infer_dev_260211 into develop Reviewed-on: #104	2026-02-26 12:36:40 +09:00
teddy	2188d426d4	미사용 쿼리 삭제, 추론 주석 추가, api/inference/download/ 권한 제거 수정	2026-02-26 12:36:02 +09:00
teddy	5c2ee0974b	Merge pull request '추론실행 수정, develop pull 반영, 국유인 파일경로 dir 하드코딩 수정' (#103 ) from feat/infer_dev_260211 into develop Reviewed-on: #103	2026-02-26 12:21:06 +09:00
teddy	7980fe1d42	InferenceRunService 미사용 삭제 및 추론 실행 추론제외, 이전연도 사용 별로 분기처리	2026-02-26 12:16:48 +09:00
teddy	c10141e915	Merge branch 'develop' of https://kamco.git.gs.dabeeo.com/MVPTeam/kamco-cd-api into feat/infer_dev_260211 # Conflicts: # src/main/java/com/kamco/cd/kamcoback/gukyuin/service/GukYuinApiService.java	2026-02-26 12:12:50 +09:00
dean	97565c5369	Merge pull request 'feat/dean/test2_temp' (#102 ) from feat/dean/test2_temp into develop Reviewed-on: #102	2026-02-26 11:58:48 +09:00
dean[백병남]	30f0e1a885	merge develop	2026-02-26 11:57:52 +09:00
teddy	ba562261c3	/api/inference/download 로그인 없이 접근 가능하도록 수정	2026-02-26 11:56:21 +09:00
teddy	a084c80715	Merge remote-tracking branch 'origin/feat/infer_dev_260211' into feat/infer_dev_260211	2026-02-26 11:53:01 +09:00
teddy	a44e93c234	추론 실행 수정 및 추석 추가 작업중	2026-02-26 11:52:56 +09:00
dean[백병남]	a63b81008a	inference_hard_coding	2026-02-26 11:52:51 +09:00
dean[백병남]	2309357c0d	파일경로를 application.yml에서 가져올수있게 동적으로 처리 (#100 ) Reviewed-on: #100 Co-authored-by: dean[백병남] <byungnam.baek@dabeeo.com> Co-committed-by: dean[백병남] <byungnam.baek@dabeeo.com>	2026-02-26 11:49:49 +09:00
dean[백병남]	ee76389d6c	파일경로를 application.yml에서 가져올수있게 동적으로 처리	2026-02-26 11:46:17 +09:00