Merge pull request #138 from howWeather/perf/model-request

fix: 엔티티 상태 저장 및 새 데이터 가져오도록 명시

Author: yeonjae02

src/main/java/com/howWeather/howWeather_backend/domain/ai_model/repository/ClothingRecommendationRepository.java

@@ -1,7 +1,9 @@
 package com.howWeather.howWeather_backend.domain.ai_model.repository;
 
 import com.howWeather.howWeather_backend.domain.ai_model.entity.ClothingRecommendation;
+import jakarta.persistence.QueryHint;
 import org.springframework.data.jpa.repository.JpaRepository;
+import org.springframework.data.jpa.repository.QueryHints;
 import org.springframework.stereotype.Repository;
 import org.springframework.transaction.annotation.Transactional;
 
@@ -10,6 +12,7 @@
 
 @Repository
 public interface ClothingRecommendationRepository extends JpaRepository<ClothingRecommendation, Long> {
+    @QueryHints({ @QueryHint(name = "javax.persistence.cache.retrieveMode", value = "BYPASS") })
     List<ClothingRecommendation> findByMemberIdAndDate(Long memberId, LocalDate date);
 
     void deleteByDateBefore(LocalDate date);

src/main/java/com/howWeather/howWeather_backend/domain/ai_model/service/RecommendationService.java

@@ -49,7 +49,11 @@ public List<RecommendPredictDto> getRecommendList(Member member) {
         List<RecommendPredictDto> result = new ArrayList<>();
         for (ClothingRecommendation recommendation : modelPredictList) {
             RecommendPredictDto dto = makeResultForPredict(closet, recommendation, member);
-            if (dto.getUppersTypeList() != null && !dto.getUppersTypeList().isEmpty()) {
+
+            boolean isUppersExist = dto.getUppersTypeList() != null && !dto.getUppersTypeList().isEmpty();
+            boolean isFeelingExist = dto.getFeelingList() != null && !dto.getFeelingList().isEmpty();
+
+            if (isUppersExist && isFeelingExist) {
                 result.add(dto);
             }
         }

src/main/java/com/howWeather/howWeather_backend/domain/member/service/MyAccountService.java

@@ -20,6 +20,7 @@
 import com.howWeather.howWeather_backend.global.cipher.AESCipher;
 import com.howWeather.howWeather_backend.global.exception.CustomException;
 import com.howWeather.howWeather_backend.global.exception.ErrorCode;
+import jakarta.persistence.EntityManager;
 import org.springframework.beans.factory.annotation.Value;
 import org.springframework.http.HttpEntity;
 import org.springframework.http.HttpHeaders;
@@ -41,10 +42,10 @@
 @Service
 @RequiredArgsConstructor
 public class MyAccountService {
+    private final EntityManager entityManager;
     private final WeatherForecastRepository weatherForecastRepository;
     private final MemberRepository memberRepository;
     private final ClothingRecommendationRepository recommendationRepository;
-    private final RecommendationService recommendationService;
     private final DailyCombinationScheduler dailyCombinationScheduler;
     private final AiInternalService aiInternalService;
     private final RestTemplate restTemplate;
@@ -320,6 +321,8 @@ public void saveRecommendationsInternal(Map<String, String> encryptedData, Strin
                     }
 
                     log.info("[추천 데이터 저장 완료] memberId={}", member.getId());
+                    recommendationRepository.flush();
+                    entityManager.clear();
                 } else {
                     List<ClothingRecommendation> existingData =
                             recommendationRepository.findByMemberIdAndDate(member.getId(), LocalDate.now());
@@ -339,8 +342,9 @@ public void saveRecommendationsInternal(Map<String, String> encryptedData, Strin
                                     .build();
 
                             recommendationRepository.save(updatedEntity);
-                            recommendationRepository.flush();
                         }
+                        recommendationRepository.flush();
+                        entityManager.clear();
 
                         log.info("[기존 데이터 지역명 업데이트 완료] memberId={}", member.getId());
                     }
@@ -352,6 +356,7 @@ public void saveRecommendationsInternal(Map<String, String> encryptedData, Strin
             throw new CustomException(ErrorCode.UNKNOWN_ERROR, "지역명 업데이트 중 오류가 발생했습니다.");
         }
     }
+
     private ClothingRecommendation convertToEntityWithBuilder(ModelRecommendationResult dto, Long memberId, String regionName) {
         return ClothingRecommendation.builder()
                 .memberId(memberId)