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

@@ -24,11 +24,11 @@ public class InferenceSendDto {
   private Double priority;
 
   public String getCd_model_path() {
-    return cd_model_path==null?null:cd_model_path.replace("kamcd-nfs", "data");
+    return cd_model_path == null ? null : cd_model_path.replace("kamcd-nfs", "data");
   }
 
   public String getCls_model_path() {
-    return cls_model_path==null?null:cls_model_path.replace("kamcd-nfs", "data");
+    return cls_model_path == null ? null : cls_model_path.replace("kamcd-nfs", "data");
   }
 
   @Getter
@@ -45,11 +45,11 @@ public class InferenceSendDto {
 
     public String getInput1_scene_path() {
 
-      return input1_scene_path==null?null:input1_scene_path.replace("kamcd-nfs", "data");
+      return input1_scene_path == null ? null : input1_scene_path.replace("kamcd-nfs", "data");
     }
 
     public String getInput2_scene_path() {
-      return input2_scene_path==null?null:input2_scene_path.replace("kamcd-nfs", "data");
+      return input2_scene_path == null ? null : input2_scene_path.replace("kamcd-nfs", "data");
     }
   }
 }

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

@@ -27,7 +27,6 @@ import java.nio.file.Paths;
 import java.time.ZonedDateTime;
 import java.util.ArrayList;
 import java.util.Arrays;
-import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
@@ -236,84 +235,22 @@ public class MapSheetMngCoreService {
   }
 
   /**
-   * 추론 실행에 필요한 geojson 파일 생성
+   * geojson 생성
    *
-   * @param yyyy 영상관리 파일별 년도
+   * @param yyyy
-   * @param scenes 5k 도엽 번호 리스트
+   * @param scenes
-   * @param mapSheetScope EXCL : 추론제외, PREV 이전 년도 도엽 사용
+   * @param mapSheetScope
+   * @param detectOption
    * @return
    */
   public Scene getSceneInference(
       String yyyy, List<String> scenes, String mapSheetScope, String detectOption) {
-
+    List<ImageFeature> features = loadSceneInferenceBySheets(yyyy, scenes);
-    Map<String, Object> result = new HashMap<>();
+    return writeSceneGeoJson(yyyy, mapSheetScope, detectOption, features);
-    boolean isAll = MapSheetScope.ALL.getId().equals(mapSheetScope);
-
-    String optionSuffix = "";
-    if (DetectOption.EXCL.getId().equals(detectOption)) {
-      optionSuffix = "_EXCL";
-    } else if (DetectOption.PREV.getId().equals(detectOption)) {
-      optionSuffix = "_PREV";
-    }
-
-    // 1) 경로/파일명 결정
-    String targetDir =
-        "local".equals(activeEnv) ? System.getProperty("user.home") + "/geojson" : inferenceDir;
-
-    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);
-
-    // 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 {
-      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());
-      log.info("GeoJsonFileWriter: {}", "scene_inference_" + yyyy);
-      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);
-    }
   }
 
   /**
-   * 년도별로 추론 실행에 필요한 geojson 파일 생성
+   * geojson 생성
    *
    * @param yearDtos
    * @param yyyy
@@ -326,17 +263,24 @@ public class MapSheetMngCoreService {
       String yyyy,
       String mapSheetScope,
       String detectOption) {
-    Map<String, Object> result = new HashMap<>();
+    List<ImageFeature> features = loadSceneInferenceByFallbackYears(yearDtos);
+    return writeSceneGeoJson(yyyy, mapSheetScope, detectOption, features);
+  }
+
+  /**
+   * 파일 경로/이름 , 파일 생성 , 도엽번호 반환
+   *
+   * @param yyyy
+   * @param mapSheetScope
+   * @param detectOption
+   * @param sceneInference
+   * @return Scene
+   */
+  private Scene writeSceneGeoJson(
+      String yyyy, String mapSheetScope, String detectOption, List<ImageFeature> sceneInference) {
     boolean isAll = MapSheetScope.ALL.getId().equals(mapSheetScope);
+    String optionSuffix = buildOptionSuffix(detectOption);
 
-    String optionSuffix = "";
-    if (DetectOption.EXCL.getId().equals(detectOption)) {
-      optionSuffix = "_EXCL";
-    } else if (DetectOption.PREV.getId().equals(detectOption)) {
-      optionSuffix = "_PREV";
-    }
-
-    // 1) 경로/파일명 결정
     String targetDir =
         "local".equals(activeEnv) ? System.getProperty("user.home") + "/geojson" : inferenceDir;
 
@@ -347,33 +291,11 @@ public class MapSheetMngCoreService {
 
     Path outputPath = Paths.get(targetDir, filename);
 
-    // 3) 데이터 조회
-    Map<Integer, List<MapSheetFallbackYearDto>> groupedByYear =
-        yearDtos.stream().collect(Collectors.groupingBy(MapSheetFallbackYearDto::getMngYyyy));
-
-    List<ImageFeature> sceneInference = new ArrayList<>();
-
-    // 년도별로 루프 돌리기
-    for (Map.Entry<Integer, List<MapSheetFallbackYearDto>> entry : groupedByYear.entrySet()) {
-
-      Integer compareYear = entry.getKey();
-      List<MapSheetFallbackYearDto> listByYear = entry.getValue();
-
-      // 도엽번호만 추출
-      List<String> sheetNums =
-          listByYear.stream().map(MapSheetFallbackYearDto::getMapSheetNum).toList();
-
-      List<ImageFeature> tempSceneInference =
-          mapSheetMngRepository.getSceneInference(compareYear.toString(), sheetNums);
-      tempSceneInference.addAll(sceneInference);
-    }
-
     if (sceneInference == null || sceneInference.isEmpty()) {
-      log.warn("NOT_FOUND_TARGET_YEAR: yyyy={}, isAll={}, scenesSize={}", yyyy, isAll, 0);
+      log.warn("NOT_FOUND_TARGET_YEAR: yyyy={}, isAll={}, featuresSize={}", yyyy, isAll, 0);
       throw new CustomApiException("NOT_FOUND_TARGET_YEAR", HttpStatus.NOT_FOUND);
     }
 
-    // 4) 파일 생성
     try {
       log.info("create Directories outputPath: {}", outputPath);
       log.info(
@@ -383,15 +305,15 @@ public class MapSheetMngCoreService {
           targetDir,
           filename);
       log.info("outputPath={}, parent={}", outputPath.toAbsolutePath(), outputPath.getParent());
+
       Files.createDirectories(outputPath.getParent());
 
       new GeoJsonFileWriter()
           .exportToFile(sceneInference, "scene_inference_" + yyyy, 5186, outputPath.toString());
-      log.info("GeoJsonFileWriter: {}", "scene_inference_" + yyyy);
+
       Scene scene = new Scene();
       scene.setFeatures(sceneInference);
       scene.setFilePath(outputPath.toString());
-
       return scene;
 
     } catch (IOException e) {
@@ -401,6 +323,71 @@ public class MapSheetMngCoreService {
     }
   }
 
+  private String buildOptionSuffix(String detectOption) {
+    if (DetectOption.EXCL.getId().equals(detectOption)) return "_EXCL";
+    if (DetectOption.PREV.getId().equals(detectOption)) return "_PREV";
+    return "";
+  }
+
+  /**
+   * 년도, 도엽번호로 조회
+   *
+   * @param yyyy
+   * @param scenes
+   * @return ImageFeature
+   */
+  private List<ImageFeature> loadSceneInferenceBySheets(String yyyy, List<String> scenes) {
+    List<ImageFeature> sceneInference = mapSheetMngRepository.getSceneInference(yyyy, scenes);
+
+    if (sceneInference == null || sceneInference.isEmpty()) {
+      log.warn(
+          "NOT_FOUND_TARGET_YEAR: yyyy={}, scenesSize={}",
+          yyyy,
+          scenes == null ? 0 : scenes.size());
+      throw new CustomApiException("NOT_FOUND_TARGET_YEAR", HttpStatus.NOT_FOUND);
+    }
+    return sceneInference;
+  }
+
+  /**
+   * 년도별로 나눠 조회
+   *
+   * @param yearDtos
+   * @return ImageFeature
+   */
+  private List<ImageFeature> loadSceneInferenceByFallbackYears(
+      List<MapSheetFallbackYearDto> yearDtos) {
+    if (yearDtos == null || yearDtos.isEmpty()) {
+      return List.of();
+    }
+
+    Map<Integer, List<MapSheetFallbackYearDto>> groupedByYear =
+        yearDtos.stream()
+            .filter(d -> d.getMngYyyy() != null && d.getMapSheetNum() != null)
+            .collect(Collectors.groupingBy(MapSheetFallbackYearDto::getMngYyyy));
+
+    List<ImageFeature> sceneInference = new ArrayList<>();
+
+    for (Map.Entry<Integer, List<MapSheetFallbackYearDto>> entry : groupedByYear.entrySet()) {
+      Integer year = entry.getKey();
+
+      List<String> sheetNums =
+          entry.getValue().stream()
+              .map(MapSheetFallbackYearDto::getMapSheetNum)
+              .filter(Objects::nonNull)
+              .distinct()
+              .toList();
+
+      List<ImageFeature> temp = mapSheetMngRepository.getSceneInference(year.toString(), sheetNums);
+
+      if (temp != null && !temp.isEmpty()) {
+        sceneInference.addAll(temp);
+      }
+    }
+
+    return sceneInference;
+  }
+
   /**
    * 변화탐지 실행 가능 기준 년도 조회
    *