Provides patterns to implement persistence layers with Spring Data JPA. Use when creating repositories, configuring entity relationships, writing queries (derived and @Query), setting up pagination, database auditing, transactions, UUID primary keys, multiple databases, and database indexing.
Provides patterns for Spring Data JPA repositories, entity relationships, queries, pagination, auditing, and transactions.
Creating repositories with CRUD operations, entity relationships, @Query annotations, pagination, auditing, or UUID primary keys.
To implement a repository interface:
Extend the appropriate repository interface:
@Repository
public interface UserRepository extends JpaRepository<User, Long> {
// Custom methods defined here
}
Use derived queries for simple conditions:
Optional<User> findByEmail(String email);
List<User> findByStatusOrderByCreatedDateDesc(String status);
Implement custom queries with @Query:
@Query("SELECT u FROM User u WHERE u.status = :status")
List<User> findActiveUsers(@Param("status") String status);
Define entities with proper annotations:
@Entity
@Table(name = "users")
public class User {
@Id
@GeneratedValue(strategy = GenerationType.IDENTITY)
private Long id;
@Column(nullable = false, length = 100)
private String email;
}
Configure relationships using appropriate cascade types:
@OneToMany(mappedBy = "user", cascade = CascadeType.ALL, orphanRemoval = true)
private List<Order> orders = new ArrayList<>();
Validation: Test cascade behavior with a small dataset before applying to production data. Verify delete operations don't cascade unexpectedly.
Set up database auditing:
@CreatedDate
@Column(nullable = false, updatable = false)
private LocalDateTime createdDate;
@Query for complex queries@Modifying for update/delete operations@Transactional(readOnly = true)1. Verify entity configuration:
2. Optimize query performance:
EXPLAIN ANALYZE on queries against large tables@EntityGraph to prevent N+1 queries3. Validate pagination:
@Repository
public interface ProductRepository extends JpaRepository<Product, Long> {
// Derived query
List<Product> findByCategory(String category);
// Custom query
@Query("SELECT p FROM Product p WHERE p.price > :minPrice")
List<Product> findExpensiveProducts(@Param("minPrice") BigDecimal minPrice);
}
@Service
public class ProductService {
private final ProductRepository repository;
public Page<Product> getProducts(int page, int size) {
Pageable pageable = PageRequest.of(page, size, Sort.by("name").ascending());
return repository.findAll(pageable);
}
}
@Entity
@EntityListeners(AuditingEntityListener.class)
public class Order {
@Id
@GeneratedValue(strategy = GenerationType.IDENTITY)
private Long id;
@CreatedDate
@Column(nullable = false, updatable = false)
private LocalDateTime createdDate;
@LastModifiedDate
private LocalDateTime lastModifiedDate;
@CreatedBy
@Column(nullable = false, updatable = false)
private String createdBy;
}
final modifiers@Value for DTOs@Id and @GeneratedValue annotations@Table and @Column annotations@EntityGraph to avoid N+1 query problemsFor comprehensive examples, detailed patterns, and advanced configurations, see:
@EntityGraph or JOIN FETCH in queries.CascadeType.REMOVE on large collections as it can cause performance issues.EAGER fetch type for collections; it can cause excessive database queries.@Transactional(readOnly = true) for read operations to enable optimizations.npx skills add giuseppe-trisciuoglio/spring-data-jpa下载完整 Skill 目录,包含 SKILL.md 及所有相关文件
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Notion API for creating and managing pages, databases, and blocks.
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