From 703c25aadf6235bdbddde68dd6db044713e3dbc5 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?dean=5B=EB=B0=B1=EB=B3=91=EB=82=A8=5D?=
 <byungnam.baek@dabeeo.com>
Date: Mon, 9 Feb 2026 20:26:38 +0900
Subject: [PATCH] Split the function

---
 .../libs/generator-dataset-for-training.jar   | Bin 19808956 -> 19804708 bytes
 .../GeoJsonSchedulerApplication.java          |   3 +-
 .../batch/ExportGeoJsonTasklet.java           | 152 ------------------
 .../src/main/resources/application-prod.yml   |  17 ++
 4 files changed, 19 insertions(+), 153 deletions(-)
 delete mode 100644 kamco-make-dataset-generation/src/main/java/com/kamco/cd/geojsonscheduler/batch/ExportGeoJsonTasklet.java

diff --git a/kamco-make-dataset-generation/build/libs/generator-dataset-for-training.jar b/kamco-make-dataset-generation/build/libs/generator-dataset-for-training.jar
index cd0764b3c36c779ac6677888ab6744f265905670..1222b88f5d9eab84e995403a820a2507d65179b3 100644
GIT binary patch
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diff --git a/kamco-make-dataset-generation/src/main/java/com/kamco/cd/geojsonscheduler/GeoJsonSchedulerApplication.java b/kamco-make-dataset-generation/src/main/java/com/kamco/cd/geojsonscheduler/GeoJsonSchedulerApplication.java
index 3165867..1e90fae 100644
--- a/kamco-make-dataset-generation/src/main/java/com/kamco/cd/geojsonscheduler/GeoJsonSchedulerApplication.java
+++ b/kamco-make-dataset-generation/src/main/java/com/kamco/cd/geojsonscheduler/GeoJsonSchedulerApplication.java
@@ -1,12 +1,13 @@
 package com.kamco.cd.geojsonscheduler;
 
 import com.kamco.cd.geojsonscheduler.config.DockerProperties;
+import com.kamco.cd.geojsonscheduler.config.TrainDockerProperties;
 import org.springframework.boot.SpringApplication;
 import org.springframework.boot.autoconfigure.SpringBootApplication;
 import org.springframework.boot.context.properties.EnableConfigurationProperties;
 
 @SpringBootApplication
-@EnableConfigurationProperties(DockerProperties.class)
+@EnableConfigurationProperties({DockerProperties.class, TrainDockerProperties.class})
 public class GeoJsonSchedulerApplication {
 
   public static void main(String[] args) {
diff --git a/kamco-make-dataset-generation/src/main/java/com/kamco/cd/geojsonscheduler/batch/ExportGeoJsonTasklet.java b/kamco-make-dataset-generation/src/main/java/com/kamco/cd/geojsonscheduler/batch/ExportGeoJsonTasklet.java
deleted file mode 100644
index 2931dfe..0000000
--- a/kamco-make-dataset-generation/src/main/java/com/kamco/cd/geojsonscheduler/batch/ExportGeoJsonTasklet.java
+++ /dev/null
@@ -1,152 +0,0 @@
-package com.kamco.cd.geojsonscheduler.batch;
-
-import com.fasterxml.jackson.databind.ObjectMapper;
-import com.fasterxml.jackson.databind.SerializationFeature;
-import com.kamco.cd.geojsonscheduler.dto.TrainingDataReviewJobDto.AnalCntInfo;
-import com.kamco.cd.geojsonscheduler.dto.TrainingDataReviewJobDto.AnalMapSheetList;
-import com.kamco.cd.geojsonscheduler.dto.TrainingDataReviewJobDto.CompleteLabelData;
-import com.kamco.cd.geojsonscheduler.dto.TrainingDataReviewJobDto.CompleteLabelData.GeoJsonFeature;
-import com.kamco.cd.geojsonscheduler.dto.TrainingDataReviewJobDto.FeatureCollection;
-import com.kamco.cd.geojsonscheduler.repository.TrainingDataReviewJobRepository;
-import com.kamco.cd.geojsonscheduler.service.DockerRunnerService;
-import java.io.File;
-import java.io.IOException;
-import java.nio.file.Files;
-import java.nio.file.Path;
-import java.nio.file.Paths;
-import java.util.List;
-import java.util.Objects;
-import lombok.RequiredArgsConstructor;
-import lombok.extern.log4j.Log4j2;
-import org.springframework.batch.core.StepContribution;
-import org.springframework.batch.core.scope.context.ChunkContext;
-import org.springframework.batch.core.step.tasklet.Tasklet;
-import org.springframework.batch.repeat.RepeatStatus;
-import org.springframework.beans.factory.annotation.Value;
-import org.springframework.stereotype.Component;
-
-@Log4j2
-@Component
-@RequiredArgsConstructor
-public class ExportGeoJsonTasklet implements Tasklet {
-
-  private final TrainingDataReviewJobRepository repository;
-  private final DockerRunnerService dockerRunnerService;
-
-  @Value("${training-data.geojson-dir}")
-  private String trainingDataDir;
-
-  @Override
-  public RepeatStatus execute(StepContribution contribution, ChunkContext chunkContext) {
-    log.info("========================================");
-    log.info("배치 작업 시작");
-    log.info("========================================");
-
-    // 1. StepContext를 통해 바로 가져오기 (가장 추천)
-    String jobName = chunkContext.getStepContext().getJobName();
-    log.info("Job Name: {}", jobName);
-
-    // 진행중인 회차 중, complete_cnt 가 존재하는 회차 목록 가져오기
-    log.info("진행중인 회차 목록 조회 중...");
-    List<AnalCntInfo> analList = repository.findAnalCntInfoList();
-    log.info("진행중인 회차 수: {}", analList.size());
-
-    int processedAnalCount = 0;
-    for (AnalCntInfo info : analList) {
-      log.info("----------------------------------------");
-      log.info("회차 처리 중: AnalUid={}, ResultUid={}", info.getAnalUid(), info.getResultUid());
-      log.info("전체 건수: {}, 파일 건수: {}", info.getAllCnt(), info.getFileCnt());
-
-      if (Objects.equals(info.getAllCnt(), info.getFileCnt())) {
-        log.info("모든 파일이 이미 처리됨. 건너뜀.");
-        continue;
-      }
-
-      //추론 ID
-      String resultUid = info.getResultUid();
-      log.info("ResultUid: {}", resultUid);
-
-      //insert 하기 jobname, resultUid , 시작시간
-      // 어제까지 검수 완료된 총 데이터의 도엽별 목록 가져오기
-      log.info("검수 완료된 도엽 목록 조회 중... (AnalUid={})", info.getAnalUid());
-      List<AnalMapSheetList> analMapList = repository.findCompletedAnalMapSheetList(info.getAnalUid());
-      log.info("검수 완료된 도엽 수: {}", analMapList.size());
-
-      //TODO 도엽이 4개이상 존재할때 만 RUN 하기
-      if (analMapList.isEmpty()) {
-        log.warn("검수 완료된 도엽이 없음. 건너뜀.");
-        continue;
-      }
-
-      //insert 하기 jobname, resultUid , 시작시간
-      boolean anyProcessed = false;
-      int processedMapSheetCount = 0;
-      int totalGeoJsonFiles = 0;
-
-      for (AnalMapSheetList mapSheet : analMapList) {
-        log.info("  도엽 처리 중: MapSheetNum={}", mapSheet.getMapSheetNum());
-
-        //도엽별 geom 데이터 가지고 와서 geojson 만들기
-        List<CompleteLabelData> completeList =
-            repository.findCompletedYesterdayLabelingList(
-                info.getAnalUid(), mapSheet.getMapSheetNum());
-        log.info("  완료된 라벨링 데이터 수: {}", completeList.size());
-
-        if (!completeList.isEmpty()) {
-          List<Long> geoUids = completeList.stream().map(CompleteLabelData::getGeoUid).toList();
-          log.info("  GeoUID 목록 생성 완료: {} 건", geoUids.size());
-
-          List<GeoJsonFeature> features = completeList.stream().map(GeoJsonFeature::from).toList();
-          log.info("  GeoJSON Feature 변환 완료: {} 개", features.size());
-
-          FeatureCollection collection = new FeatureCollection(features);
-          String filename = mapSheet.buildFilename(resultUid);
-          log.info("  GeoJSON 파일명: {}", filename);
-
-          // 형식 /kamco-nfs/dataset/request/uuid/filename
-          Path outputPath = Paths.get(trainingDataDir + File.separator + "request" + File.separator + resultUid, filename);
-          log.info("  출력 경로: {}", outputPath);
-
-          try {
-            Files.createDirectories(outputPath.getParent());
-            log.info("  디렉토리 생성 완료: {}", outputPath.getParent());
-
-            ObjectMapper objectMapper = new ObjectMapper();
-            objectMapper.enable(SerializationFeature.INDENT_OUTPUT);
-            objectMapper.writeValue(outputPath.toFile(), collection);
-            log.info("  GeoJSON 파일 저장 완료: {}", outputPath);
-
-            repository.updateLearnDataGeomFileCreateYn(geoUids);
-            log.info("  DB 업데이트 완료: {} 건", geoUids.size());
-
-            anyProcessed = true;
-            processedMapSheetCount++;
-            totalGeoJsonFiles++;
-          } catch (IOException e) {
-            log.error("  GeoJSON 파일 생성 실패: {}", e.getMessage(), e);
-          }
-        }
-      }
-
-      log.info("회차 처리 완료: ResultUid={}", resultUid);
-      log.info("  처리된 도엽 수: {}", processedMapSheetCount);
-      log.info("  생성된 GeoJSON 파일 수: {}", totalGeoJsonFiles);
-
-      if (anyProcessed) {
-        log.info("Docker 컨테이너 실행 중... (ResultUid={})", resultUid);
-        dockerRunnerService.run(resultUid);
-        log.info("Docker 컨테이너 실행 완료 (ResultUid={})", resultUid);
-        processedAnalCount++;
-      } else {
-        log.warn("처리된 도엽이 없어 Docker 실행 건너뜀 (ResultUid={})", resultUid);
-      }
-    }
-
-    log.info("========================================");
-    log.info("배치 작업 완료");
-    log.info("처리된 회차 수: {}", processedAnalCount);
-    log.info("========================================");
-
-    return RepeatStatus.FINISHED;
-  }
-}
diff --git a/kamco-make-dataset-generation/src/main/resources/application-prod.yml b/kamco-make-dataset-generation/src/main/resources/application-prod.yml
index 707a18c..9eae809 100644
--- a/kamco-make-dataset-generation/src/main/resources/application-prod.yml
+++ b/kamco-make-dataset-generation/src/main/resources/application-prod.yml
@@ -9,3 +9,20 @@ spring:
 
 training-data:
   geojson-dir: /kamco-nfs/dataset
+
+# Train Model Docker Configuration
+train-data:
+  docker:
+    image: kamco-cd-train:latest
+    data-volume: /kamco-nfs/dataset:/data
+    checkpoints-volume: /kamco-nfs/checkpoints:/checkpoints
+    dataset-folder: /data/dataset
+    output-folder: /data/output
+    input-size: "512"
+    crop-size: "256"
+    batch-size: 8
+    gpu-ids: "0,1,2,3"
+    gpus: 4
+    lr: "0.001"
+    backbone: resnet50
+    epochs: 100