Merge branch 'be/feat/Modeldownload' into 'be/develop'
Feat: AI Model Download API 구현 See merge request s11-s-project/S11P21S002!237
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commit
81e9f81d8b
@ -32,10 +32,11 @@ public class ImageController {
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@Operation(summary = "이미지 목록 업로드", description = "이미지 목록을 업로드합니다.")
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@SwaggerApiError({ErrorCode.BAD_REQUEST, ErrorCode.NOT_AUTHOR, ErrorCode.SERVER_ERROR})
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public void uploadImage(
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@CurrentUser final Integer memberId,
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@PathVariable("project_id") final Integer projectId,
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@PathVariable("folder_id") final Integer folderId,
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@Parameter(name = "폴더에 추가 할 이미지 리스트", description = "MultiPartFile을 imageList로 추가해준다.", example = "") @RequestPart final List<MultipartFile> imageList) {
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imageService.uploadImageList(imageList, folderId, projectId);
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imageService.uploadImageList(imageList, folderId, projectId, memberId);
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}
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@PostMapping("/folders/{folder_id}/images/zip")
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@ -43,10 +44,11 @@ public class ImageController {
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@Operation(summary = "압축 폴더 업로드", description = "압축 폴더 내 폴더와 이미지 파일을 업로드합니다.")
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@SwaggerApiError({ErrorCode.BAD_REQUEST, ErrorCode.NOT_AUTHOR, ErrorCode.SERVER_ERROR})
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public void uploadFolder(
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@CurrentUser final Integer memberId,
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@Parameter(name = "압축 폴더", description = "압축 폴더를 추가해준다.", example = "") @RequestPart final MultipartFile folderZip,
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@PathVariable("project_id") final Integer projectId,
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@PathVariable("folder_id") final Integer folderId) throws IOException {
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imageService.uploadFolderWithImages(folderZip, projectId, folderId);
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imageService.uploadFolderWithImages(folderZip, projectId, folderId, memberId);
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}
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@GetMapping("/folders/{folder_id}/images/{image_id}")
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@ -1,5 +1,7 @@
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package com.worlabel.domain.image.service;
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import com.worlabel.domain.alarm.entity.Alarm;
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import com.worlabel.domain.alarm.service.AlarmService;
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import com.worlabel.domain.folder.entity.Folder;
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import com.worlabel.domain.folder.repository.FolderRepository;
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import com.worlabel.domain.image.entity.Image;
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@ -12,6 +14,7 @@ import com.worlabel.domain.project.repository.ProjectRepository;
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import com.worlabel.global.annotation.CheckPrivilege;
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import com.worlabel.global.exception.CustomException;
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import com.worlabel.global.exception.ErrorCode;
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import com.worlabel.global.service.FcmService;
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import com.worlabel.global.service.S3UploadService;
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import lombok.RequiredArgsConstructor;
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import lombok.extern.slf4j.Slf4j;
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@ -48,12 +51,13 @@ public class ImageService {
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private final FolderRepository folderRepository;
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private final S3UploadService s3UploadService;
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private final ImageRepository imageRepository;
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private final AlarmService alarmService;
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/**
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* 이미지 리스트 업로드
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*/
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@CheckPrivilege(value = PrivilegeType.EDITOR)
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public void uploadImageList(final List<MultipartFile> imageList, final Integer folderId, final Integer projectId) {
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public void uploadImageList(final List<MultipartFile> imageList, final Integer folderId, final Integer projectId, final Integer memberId) {
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Folder folder = getOrCreateFolder(folderId, projectId);
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log.debug("folder Id {}, Project Id {}", folder.getId(), folder.getProject().getId());
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@ -83,6 +87,7 @@ public class ImageService {
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CompletableFuture.allOf(futures.toArray(new CompletableFuture[0])).join();
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long after = System.currentTimeMillis();
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alarmService.save(memberId, Alarm.AlarmType.IMAGE);
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log.debug("업로드 완료 - 경과시간 {}", ((double) after - prev) / 1000);
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}
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@ -90,7 +95,7 @@ public class ImageService {
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* Zip 파일 처리 메서드
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*/
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@CheckPrivilege(PrivilegeType.EDITOR)
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public void uploadFolderWithImages(final MultipartFile zipFile, final Integer projectId, final Integer folderId) throws IOException {
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public void uploadFolderWithImages(final MultipartFile zipFile, final Integer projectId, final Integer folderId, final Integer memberId) throws IOException {
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log.debug("파일 크기: {}, 기존 파일 이름: {} ", zipFile.getSize(), zipFile.getOriginalFilename());
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Path tmpDir = null;
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@ -109,6 +114,8 @@ public class ImageService {
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unzip(zipFile, tmpDir.toString());
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processFolderRecursively(tmpDir.toFile(), rootFolder, project);
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alarmService.save(memberId, Alarm.AlarmType.IMAGE);
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} finally {
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if (tmpDir != null) {
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deleteDirectoryRecursively(tmpDir);
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@ -15,6 +15,8 @@ import io.swagger.v3.oas.annotations.tags.Tag;
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import jakarta.validation.Valid;
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import lombok.RequiredArgsConstructor;
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import lombok.extern.slf4j.Slf4j;
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import org.springframework.core.io.Resource;
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import org.springframework.http.ResponseEntity;
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import org.springframework.web.bind.annotation.*;
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import java.util.List;
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@ -70,4 +72,15 @@ public class AiModelController {
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log.debug("모델 학습 요청 {}", trainRequest);
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aiModelService.train(memberId, projectId, trainRequest);
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}
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@Operation(summary = "프로젝트 모델 다운로드", description = "프로젝트 모델을 다운로드합니다.")
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@SwaggerApiSuccess(description = "프로젝트 모델이 성공적으로 다운로드됩니다.")
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@SwaggerApiError({ErrorCode.EMPTY_REQUEST_PARAMETER, ErrorCode.SERVER_ERROR})
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@PostMapping("/projects/{project_id}/models/{model_id}/download")
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public ResponseEntity<Resource> modelDownload(
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@PathVariable("project_id") final Integer projectId,
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@PathVariable("model_id") final Integer modelId) {
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log.debug("다운로드 요청 projectId : {} modelId : {}", projectId, modelId);
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return aiModelService.modelDownload(projectId, modelId);
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}
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}
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@ -26,7 +26,9 @@ import com.worlabel.global.exception.ErrorCode;
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import com.worlabel.global.service.AiRequestService;
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import lombok.RequiredArgsConstructor;
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import lombok.extern.slf4j.Slf4j;
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import org.springframework.core.io.Resource;
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import org.springframework.data.redis.core.RedisTemplate;
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import org.springframework.http.ResponseEntity;
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import org.springframework.stereotype.Service;
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import org.springframework.transaction.annotation.Transactional;
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@ -86,28 +88,18 @@ public class AiModelService {
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@CheckPrivilege(PrivilegeType.EDITOR)
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public void train(final Integer memberId, final Integer projectId, final ModelTrainRequest trainRequest) {
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// FastAPI 서버로 학습 요청을 전송
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progressService.trainProgressCheck(projectId, trainRequest.getModelId());
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try {
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progressService.registerTrainProgress(projectId, trainRequest.getModelId());
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Project project = getProject(projectId);
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AiModel model = getModel(trainRequest.getModelId());
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Map<String, Integer> labelMap = project.getCategoryList().stream()
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.collect(Collectors.toMap(
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ProjectCategory::getLabelName,
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ProjectCategory::getId
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));
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List<Image> images = imageRepository.findImagesByProjectIdAndCompleted(projectId);
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List<TrainDataInfo> data = images.stream()
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.map(TrainDataInfo::of)
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.toList();
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TrainRequest aiRequest = TrainRequest.of(project.getId(), model.getId(), model.getModelKey(), labelMap, data, trainRequest);
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String endPoint = project.getProjectType().getValue() + "/train";
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TrainRequest aiRequest = getTrainRequest(trainRequest, project, model);
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// FastAPI 서버로 POST 요청 전송
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log.debug("요청 DTO :{}",aiRequest);
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log.debug("요청 DTO :{}", aiRequest);
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String endPoint = project.getProjectType().getValue() + "/train";
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TrainResponse trainResponse = aiRequestService.postRequest(endPoint, aiRequest, TrainResponse.class, this::converterTrain);
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// 가져온 modelKey -> version 업된 모델 다시 새롭게 저장
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@ -115,18 +107,66 @@ public class AiModelService {
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int newVersion = model.getVersion() + 1;
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String newName = currentDateTime + String.format("%03d", newVersion);
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// 새로운 모델 저장
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AiModel newModel = AiModel.of(newName, trainResponse.getModelKey(), newVersion, project);
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aiModelRepository.save(newModel);
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// 결과 저장
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Result result = Result.of(newModel, trainResponse, trainRequest);
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resultRepository.save(result);
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// 레디스 정보 DB에 저장
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reportService.changeReport(project.getId(), model.getId(), newModel);
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// 알람 전송
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alarmService.save(memberId, Alarm.AlarmType.TRAIN);
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} finally {
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progressService.removeTrainProgress(projectId, trainRequest.getModelId());
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}
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}
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@CheckPrivilege(PrivilegeType.EDITOR)
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public ResponseEntity<Resource> modelDownload(final Integer projectId,final Integer modelId) {
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AiModel model = getModel(modelId);
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String modelKey = model.getModelKey();
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String endPoint = "/models/download";
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endPoint += "?modelKey=" + modelKey;
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ResponseEntity<Resource> fileRequest = aiRequestService.getFileRequest(endPoint);
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}
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public TrainRequest getTrainRequest(final ModelTrainRequest trainRequest, final Project project, final AiModel model) {
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Map<String, Integer> labelMap = getLabelMap(project);
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List<TrainDataInfo> data = getTrainDataInfoList(project.getId());
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return TrainRequest.of(project.getId(), model.getId(), model.getModelKey(), labelMap, data, trainRequest);
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}
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// 레이블 맵 만들기
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private Map<String, Integer> getLabelMap(final Project project) {
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return project.getCategoryList().stream()
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.collect(Collectors.toMap(
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ProjectCategory::getLabelName,
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ProjectCategory::getId
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));
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}
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@Transactional(readOnly = true)
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public List<TrainDataInfo> getTrainDataInfoList(final Integer projectId) {
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return imageRepository.findImagesByProjectIdAndCompleted(projectId)
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.stream()
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.map(TrainDataInfo::of)
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.toList();
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}
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private Project getProject(Integer projectId) {
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return projectRepository.findById(projectId)
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.orElseThrow(() -> new CustomException(ErrorCode.DATA_NOT_FOUND));
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}
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private AiModel getModel(Integer modelId) {
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return aiModelRepository.findById(modelId)
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.orElseThrow(() -> new CustomException(ErrorCode.DATA_NOT_FOUND));
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}
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private TrainResponse converterTrain(String data) {
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@ -139,27 +179,4 @@ public class AiModelService {
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}
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}
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/**
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* Json -> List<DefaultResponse>
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*/
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// TODO: 추후 리팩토링 해야함 이건 예시
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private List<DefaultResponse> converter(String data) {
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try {
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Type listType = new TypeToken<List<DefaultResponse>>() {
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}.getType();
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return gson.fromJson(data, listType);
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} catch (Exception e) {
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throw new CustomException(ErrorCode.BAD_REQUEST);
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}
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}
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private Project getProject(Integer projectId) {
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return projectRepository.findById(projectId)
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.orElseThrow(() -> new CustomException(ErrorCode.DATA_NOT_FOUND));
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}
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private AiModel getModel(Integer modelId) {
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return aiModelRepository.findById(modelId)
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.orElseThrow(() -> new CustomException(ErrorCode.DATA_NOT_FOUND));
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}
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}
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@ -171,6 +171,8 @@ public class ProjectService {
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public void autoLabeling(final Integer memberId, final Integer projectId, final AutoModelRequest request) {
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progressService.predictProgressCheck(projectId);
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try {
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progressService.registerPredictProgress(projectId);
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Project project = getProject(projectId);
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String endPoint = project.getProjectType().getValue() + "/predict";
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@ -189,17 +191,17 @@ public class ProjectService {
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AutoLabelingRequest autoLabelingRequest = AutoLabelingRequest.of(projectId, aiModel.getModelKey(), labelMap, imageRequestList);
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log.debug("요청 {}", autoLabelingRequest);
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progressService.registerPredictProgress(projectId);
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List<AutoLabelingResult> list = aiService.postRequest(endPoint, autoLabelingRequest, List.class, this::converter);
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log.debug("완료 후 삭제:{}", list);
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saveAutoLabelList(list);
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alarmService.save(memberId, Alarm.AlarmType.PREDICT);
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} finally {
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progressService.removePredictProgress(projectId);
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saveAutoLabelList(list);
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}
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// TODO: 트랜잭션 설정
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}
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@Transactional
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public void saveAutoLabelList(final List<AutoLabelingResult> resultList) {
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for (AutoLabelingResult result : resultList) {
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@ -5,6 +5,7 @@ import com.worlabel.global.exception.ErrorCode;
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import lombok.RequiredArgsConstructor;
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import lombok.extern.slf4j.Slf4j;
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import org.springframework.beans.factory.annotation.Value;
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import org.springframework.core.io.Resource;
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import org.springframework.http.HttpEntity;
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import org.springframework.http.HttpHeaders;
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import org.springframework.http.HttpMethod;
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@ -52,6 +53,14 @@ public class AiRequestService {
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return converter.apply(data);
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}
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public ResponseEntity<Resource> getFileRequest(String endPoint) {
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String url = createApiUrl(endPoint);
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HttpEntity<Void> request = new HttpEntity<>(createJsonHeaders());
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ResponseEntity<Resource> exchange = restTemplate.exchange(url, HttpMethod.GET, request, Resource.class);
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return exchange;
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}
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// 응답이 없는 요청인 경우 예 : 오토 레이블링 요청
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private <T> void sendVoidRequest(String url, HttpEntity<T> requestEntity) {
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try {
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