tmp 하드링크 수정

src/main/java/com/kamco/cd/training/train/dto/ModelTrainLinkDto.java

@@ -0,0 +1,19 @@
+package com.kamco.cd.training.train.dto;
+
+import lombok.Getter;
+import lombok.Setter;
+
+@Getter
+@Setter
+public class ModelTrainLinkDto {
+
+  private Long modelId;
+  private String trainType;
+  private String modelNo;
+  private Long datasetId;
+  private String targetClassCd;
+  private String comparePath;
+  private String targetPath;
+  private String labelPath;
+  private String datasetUid;
+}

src/main/java/com/kamco/cd/training/train/service/TmpDatasetService.java

@@ -1,5 +1,6 @@
 package com.kamco.cd.training.train.service;
 
+import com.kamco.cd.training.train.dto.ModelTrainLinkDto;
 import java.io.IOException;
 import java.nio.file.*;
 import java.util.List;
@@ -19,6 +20,92 @@ public class TmpDatasetService {
   @Value("${train.docker.basePath}")
   private String trainBaseDir;
 
+  /**
+   * train, val, test 폴더별로 link
+   *
+   * @param uid 임시폴더 uuid
+   * @param type train, val, test
+   * @param links tif pull path
+   * @return
+   * @throws IOException
+   */
+  public String buildTmpDatasetHardlink(String uid, String type, List<ModelTrainLinkDto> links)
+      throws IOException {
+
+    if (links == null || links.isEmpty()) {
+      throw new IOException("links is empty");
+    }
+
+    Path tmp = Path.of(trainBaseDir, "tmp", uid);
+
+    long hardlinksMade = 0;
+
+    for (ModelTrainLinkDto dto : links) {
+
+      if (type == null) {
+        log.warn("SKIP - trainType null: {}", dto);
+        continue;
+      }
+
+      // type별 디렉토리 생성
+      Files.createDirectories(tmp.resolve(type).resolve("input1"));
+      Files.createDirectories(tmp.resolve(type).resolve("input2"));
+      Files.createDirectories(tmp.resolve(type).resolve("label"));
+
+      // comparePath → input1
+      hardlinksMade += link(tmp, type, "input1", dto.getComparePath());
+
+      // targetPath → input2
+      hardlinksMade += link(tmp, type, "input2", dto.getTargetPath());
+
+      // labelPath → label
+      hardlinksMade += link(tmp, type, "label", dto.getLabelPath());
+    }
+
+    if (hardlinksMade == 0) {
+      throw new IOException("No hardlinks created.");
+    }
+
+    log.info("tmp dataset created: {}, hardlinksMade={}", tmp, hardlinksMade);
+    return uid;
+  }
+
+  private long link(Path tmp, String type, String part, String fullPath) throws IOException {
+
+    if (fullPath == null || fullPath.isBlank()) return 0;
+
+    Path src = Path.of(fullPath);
+
+    if (!Files.isRegularFile(src)) {
+      log.warn("SKIP (not file): {}", src);
+      return 0;
+    }
+
+    String fileName = src.getFileName().toString();
+    Path dst = tmp.resolve(type).resolve(part).resolve(fileName);
+
+    // 충돌 시 덮어쓰기
+    if (Files.exists(dst)) {
+      Files.delete(dst);
+    }
+
+    Files.createLink(dst, src);
+
+    return 1;
+  }
+
+  private String safe(String s) {
+    return (s == null || s.isBlank()) ? null : s.trim();
+  }
+
+  /**
+   * request 전체 폴더 link
+   *
+   * @param uid
+   * @param datasetUids
+   * @return
+   * @throws IOException
+   */
   public String buildTmpDatasetSymlink(String uid, List<String> datasetUids) throws IOException {
 
     log.info("========== buildTmpDatasetHardlink START ==========");
@@ -37,7 +124,7 @@ public class TmpDatasetService {
 
     // tmp 디렉토리 준비
     for (String type : List.of("train", "val", "test")) {
-      for (String part : List.of("input1", "input2", "label", "label-json")) {
+      for (String part : List.of("input1", "input2", "label")) {
         Path dir = tmp.resolve(type).resolve(part);
         Files.createDirectories(dir);
         log.info("createDirectories: {}", dir);
@@ -70,7 +157,7 @@ public class TmpDatasetService {
       log.info("---- dataset id={} srcRoot={} exists? {}", id, srcRoot, Files.isDirectory(srcRoot));
 
       for (String type : List.of("train", "val", "test")) {
-        for (String part : List.of("input1", "input2", "label", "label-json")) {
+        for (String part : List.of("input1", "input2", "label")) {
 
           Path srcDir = srcRoot.resolve(type).resolve(part);
           if (!Files.isDirectory(srcDir)) {

src/main/java/com/kamco/cd/training/train/service/TrainJobService.java

@@ -7,6 +7,7 @@ import com.kamco.cd.training.postgres.core.ModelTrainJobCoreService;
 import com.kamco.cd.training.postgres.core.ModelTrainMngCoreService;
 import com.kamco.cd.training.train.dto.ModelTrainJobDto;
 import com.kamco.cd.training.train.dto.ModelTrainJobQueuedEvent;
+import com.kamco.cd.training.train.dto.ModelTrainLinkDto;
 import com.kamco.cd.training.train.dto.TrainRunRequest;
 import java.io.IOException;
 import java.nio.file.Files;
@@ -234,16 +235,30 @@ public class TrainJobService {
     UUID tmpUuid = UUID.randomUUID();
     String raw = tmpUuid.toString().toUpperCase().replace("-", "");
 
-    // MODELID 가져오기
+    // model id 가져오기
     Long modelId = modelTrainMngCoreService.findModelIdByUuid(modelUuid);
+    // model 에 연결된 dataset id 가져오기
     List<Long> datasetIds = modelTrainMngCoreService.findModelDatasetMapp(modelId);
     List<String> uids = modelTrainMngCoreService.findDatasetUid(datasetIds);
 
     try {
-      // 데이터셋 심볼링크 생성
-      String pathUid = tmpDatasetService.buildTmpDatasetSymlink(raw, uids);
+      // train path
+      List<ModelTrainLinkDto> trainList = modelTrainMngCoreService.findDatasetTrainPath(modelId);
+      // validation path
+      List<ModelTrainLinkDto> valList = modelTrainMngCoreService.findDatasetValPath(modelId);
+      // test path
+      List<ModelTrainLinkDto> testList = modelTrainMngCoreService.findDatasetTestPath(modelId);
+
+      // train 데이터셋 심볼링크 생성
+      tmpDatasetService.buildTmpDatasetHardlink(raw, "train", trainList);
+      // val 데이터셋 심볼링크 생성
+      tmpDatasetService.buildTmpDatasetHardlink(raw, "val", valList);
+      // test 데이터셋 심볼링크 생성
+      tmpDatasetService.buildTmpDatasetHardlink(raw, "test", testList);
+
       ModelTrainMngDto.UpdateReq updateReq = new ModelTrainMngDto.UpdateReq();
-      updateReq.setRequestPath(pathUid);
+      updateReq.setRequestPath(raw);
+
       // 학습모델을 수정한다.
       modelTrainMngCoreService.updateModelMaster(modelId, updateReq);
     } catch (IOException e) {