[ADD] Experiments API 및 관련 엔티티, 서비스, 리포지토리 구현 (ExperimentsController)

main
bjkim 9 months ago
parent a2b0906343
commit 7d79dcf93a

@ -0,0 +1,79 @@
package kr.re.etri.autoflow.controllers;
import io.swagger.v3.oas.annotations.Operation;
import io.swagger.v3.oas.annotations.Parameter;
import io.swagger.v3.oas.annotations.tags.Tag;
import kr.re.etri.autoflow.entity.ExperimentsEntity;
import kr.re.etri.autoflow.payload.request.ProjectBaseSearchRequest;
import kr.re.etri.autoflow.service.ExperimentsService;
import lombok.RequiredArgsConstructor;
import org.springdoc.core.annotations.ParameterObject;
import org.springframework.data.domain.Page;
import org.springframework.http.ResponseEntity;
import org.springframework.web.bind.annotation.*;
import java.util.List;
@Tag(name = "Experiments", description = "Kubeflow 및 MLflow Experiment API")
@RestController
@RequestMapping("/api/experiments")
@RequiredArgsConstructor
public class ExperimentsController {
private final ExperimentsService experimentsService;
@Operation(summary = "모든 Experiments 조회")
@GetMapping
public ResponseEntity<List<ExperimentsEntity>> getAllExperiments() {
return ResponseEntity.ok(experimentsService.findAll());
}
@Operation(summary = "Experiment 단건 조회")
@GetMapping("/{id}")
public ResponseEntity<ExperimentsEntity> getExperiment(
@Parameter(description = "Experiment ID", example = "1") @PathVariable("id") Long id) {
return experimentsService.findById(id)
.map(ResponseEntity::ok)
.orElse(ResponseEntity.notFound().build());
}
@Operation(summary = "Experiment 검색 및 페이지네이션")
@GetMapping("/search")
public ResponseEntity<Page<ExperimentsEntity>> searchExperiments(
@ParameterObject @ModelAttribute ProjectBaseSearchRequest request) {
Page<ExperimentsEntity> page = experimentsService.search(request);
return ResponseEntity.ok(page);
}
@Operation(summary = "Experiment 등록")
@PostMapping
public ResponseEntity<ExperimentsEntity> createExperiment(@RequestBody ExperimentsEntity experiment) {
return ResponseEntity.ok(experimentsService.save(experiment));
}
@Operation(summary = "Experiment 수정")
@PutMapping("/{id}")
public ResponseEntity<ExperimentsEntity> updateExperiment(
@Parameter(description = "Experiment ID", example = "1") @PathVariable("id") Long id,
@RequestBody ExperimentsEntity experiment) {
return experimentsService.findById(id)
.map(existing -> {
experiment.setId(id);
return ResponseEntity.ok(experimentsService.save(experiment));
})
.orElse(ResponseEntity.notFound().build());
}
@Operation(summary = "Experiment 삭제")
@DeleteMapping("/{id}")
public ResponseEntity<Void> deleteExperiment(
@Parameter(description = "Experiment ID", example = "1") @PathVariable("id") Long id) {
if (experimentsService.deleteById(id)) {
return ResponseEntity.noContent().build();
}
return ResponseEntity.notFound().build();
}
}

@ -16,7 +16,7 @@ import java.util.Map;
@Slf4j
@RestController
@RequestMapping("/api")
@RequestMapping("/api/kubeflow")
@RequiredArgsConstructor
@CrossOrigin(origins = "*")
@io.swagger.v3.oas.annotations.tags.Tag(name = "Kubeflow Pipeline", description = "Kubeflow 파이프라인 API")

@ -0,0 +1,74 @@
package kr.re.etri.autoflow.entity;
import io.swagger.v3.oas.annotations.media.Schema;
import jakarta.persistence.*;
import lombok.*;
import org.springframework.data.annotation.CreatedDate;
import org.springframework.data.annotation.LastModifiedDate;
import org.springframework.data.jpa.domain.support.AuditingEntityListener;
import java.time.LocalDateTime;
@Entity
@EntityListeners(AuditingEntityListener.class)
@Table(name = "tb_experiments")
@Getter
@Setter
@NoArgsConstructor
@AllArgsConstructor
@Builder
@Schema(description = "Kubeflow 및 MLflow Experiment 엔티티")
public class ExperimentsEntity {
@Id
@GeneratedValue(strategy = GenerationType.IDENTITY)
@Schema(description = "DB PK")
private Long id;
@Schema(description = "Kubeflow / MLflow Experiment ID")
private String kubeFlowId;
@Schema(description = "Kubeflow / MLflow Experiment ID")
private String mlFlowId;
@Schema(description = "Experiment 이름 / Kubeflow: name, MLflow: name")
private String name;
@Schema(description = "Experiment 표시 이름 / Kubeflow: display_name, MLflow: name or display_name")
private String displayName;
@Schema(description = "Experiment 설명 / Kubeflow: description, MLflow: optional description")
private String description;
@Schema(description = "MLflow Artifact 경로 / Kubeflow에는 해당 없음")
private String artifactLocation;
@Schema(description = "MLflow 상태 / lifecycle_stage, Kubeflow에는 해당 없음")
private String lifecycleStage;
@Schema(description = "Kubeflow 저장 상태 / storage_state, MLflow에는 해당 없음")
private String storageState;
@CreatedDate
@Schema(description = "Experiment 생성 일시 / Kubeflow: ISO 8601 created_at, MLflow: timestamp(ms) → LocalDateTime")
private LocalDateTime kubeflowCreatedAt;
@CreatedDate
@Schema(description = "Experiment 생성 일시 / Kubeflow: ISO 8601 created_at, MLflow: timestamp(ms) → LocalDateTime")
private LocalDateTime mlflowCreatedAt;
@LastModifiedDate
@Schema(description = "Experiment 마지막 업데이트 일시 / MLflow: last_update_time(ms) → LocalDateTime, Kubeflow에는 해당 없음")
private LocalDateTime lastUpdateTime;
@Schema(description = "Kubeflow 마지막 Run 생성 일시 / last_run_created_at")
private LocalDateTime lastRunCreatedAt;
@Schema(description = "등록자 ID")
private String regUserId;
@Schema(description = "프로젝트 ID / nullable 아님")
@Column(nullable = false)
private Long projectId;
}

@ -0,0 +1,9 @@
package kr.re.etri.autoflow.repository;
import kr.re.etri.autoflow.entity.ExperimentsEntity;
import kr.re.etri.autoflow.entity.WorkflowEntity;
import org.springframework.data.jpa.repository.JpaRepository;
import org.springframework.data.jpa.repository.JpaSpecificationExecutor;
public interface ExperimentsRepository extends JpaRepository<ExperimentsEntity, Long>, JpaSpecificationExecutor<ExperimentsEntity> {
}

@ -0,0 +1,80 @@
package kr.re.etri.autoflow.service;
import jakarta.transaction.Transactional;
import kr.re.etri.autoflow.entity.ExperimentsEntity;
import kr.re.etri.autoflow.payload.request.ProjectBaseSearchRequest;
import kr.re.etri.autoflow.repository.ExperimentsRepository;
import kr.re.etri.autoflow.specification.ExperimentsSpecification;
import lombok.RequiredArgsConstructor;
import org.springframework.data.domain.Page;
import org.springframework.data.domain.PageRequest;
import org.springframework.data.domain.Pageable;
import org.springframework.data.domain.Sort;
import org.springframework.data.jpa.domain.Specification;
import org.springframework.stereotype.Service;
import java.util.List;
import java.util.Optional;
@Service
@RequiredArgsConstructor
public class ExperimentsService {
private final ExperimentsRepository experimentsRepository;
private final ExperimentsSpecification experimentsSpecification;
public List<ExperimentsEntity> findAll() {
return experimentsRepository.findAll();
}
public Optional<ExperimentsEntity> findById(Long id) {
return experimentsRepository.findById(id);
}
@Transactional
public ExperimentsEntity save(ExperimentsEntity experiment) {
if (experiment.getId() == null) {
// 신규 생성
// 버전 관리가 필요하다면 필드 추가 후 처리 가능
} else {
// 업데이트 시 기존 엔티티 확인
experimentsRepository.findById(experiment.getId())
.orElseThrow(() -> new IllegalArgumentException("Experiment가 존재하지 않습니다. id=" + experiment.getId()));
}
return experimentsRepository.save(experiment);
}
@Transactional
public boolean deleteById(Long id) {
if (experimentsRepository.existsById(id)) {
experimentsRepository.deleteById(id);
return true;
}
return false;
}
@Transactional
public Page<ExperimentsEntity> search(ProjectBaseSearchRequest request) {
int pageIndex = request.getPage() > 0 ? request.getPage() - 1 : 0;
Pageable pageable = PageRequest.of(
pageIndex,
request.getSize(),
Sort.by(Sort.Direction.fromString(request.getSortDirection()), request.getSortField())
);
Specification<ExperimentsEntity> spec = experimentsSpecification.searchByConditions(
request.getSearchType(),
request.getKeyword()
);
// projectId가 있으면 조건 추가
if (request.getProjectId() != null) {
spec = spec.and((root, query, cb) ->
cb.equal(root.get("projectId"), request.getProjectId())
);
}
return experimentsRepository.findAll(spec, pageable);
}
}

@ -0,0 +1,66 @@
package kr.re.etri.autoflow.specification;
import jakarta.annotation.PostConstruct;
import jakarta.persistence.EntityManager;
import jakarta.persistence.criteria.Predicate;
import jakarta.persistence.metamodel.Attribute;
import jakarta.persistence.metamodel.EntityType;
import jakarta.persistence.metamodel.Metamodel;
import kr.re.etri.autoflow.entity.ExperimentsEntity;
import lombok.extern.slf4j.Slf4j;
import org.springframework.data.jpa.domain.Specification;
import org.springframework.stereotype.Component;
import java.util.Set;
import java.util.stream.Collectors;
@Slf4j
@Component
public class ExperimentsSpecification {
private final EntityManager entityManager;
private Set<String> stringFields;
public ExperimentsSpecification(EntityManager entityManager) {
this.entityManager = entityManager;
}
@PostConstruct
public void init() {
Metamodel metamodel = entityManager.getMetamodel();
EntityType<ExperimentsEntity> entityType = metamodel.entity(ExperimentsEntity.class);
// 문자열 타입 필드명만 추출
stringFields = entityType.getAttributes().stream()
.filter(attr -> attr.getJavaType().equals(String.class))
.map(Attribute::getName)
.collect(Collectors.toSet());
log.info("ExperimentsEntity string fields: {}", stringFields);
}
public Specification<ExperimentsEntity> searchByConditions(String searchType, String keyword) {
return (root, query, cb) -> {
Predicate predicate = cb.conjunction();
if (keyword != null && !keyword.isEmpty()) {
if (searchType == null || searchType.isEmpty() ||
"전체".equalsIgnoreCase(searchType) || "all".equalsIgnoreCase(searchType)) {
Predicate orPredicate = cb.disjunction();
for (String field : stringFields) {
orPredicate = cb.or(orPredicate,
cb.like(cb.lower(root.get(field)), "%" + keyword.toLowerCase() + "%"));
}
predicate = cb.and(predicate, orPredicate);
} else if (stringFields.contains(searchType)) {
predicate = cb.and(predicate,
cb.like(cb.lower(root.get(searchType)), "%" + keyword.toLowerCase() + "%"));
}
// 날짜 타입 필드 검색 시 무시
}
return predicate;
};
}
}
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