gabrielmoreira/agent-skills-mirror/jpa-patterns

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Spring Boot中的JPA/Hibernate模式,用于实体设计、关系处理、查询优化、事务管理、审计、索引、分页和连接池。

Install

npx vskill@latest install gabrielmoreira/agent-skills-mirror/jpa-patterns

SKILL.md

JPA/Hibernate 模式

用于 Spring Boot 中的数据建模、存储库和性能调优。

何时激活

  • 设计 JPA 实体和表映射时
  • 定义关系时 (@OneToMany, @ManyToOne, @ManyToMany)
  • 优化查询时 (N+1 问题预防、获取策略、投影)
  • 配置事务、审计或软删除时
  • 设置分页、排序或自定义存储库方法时
  • 调整连接池 (HikariCP) 或二级缓存时

实体设计

java
@Entity
@Table(name = "markets", indexes = {
@Index(name = "idx_markets_slug", columnList = "slug", unique = true)
})
@EntityListeners(AuditingEntityListener.class)
public class MarketEntity {
@Id @GeneratedValue(strategy = GenerationType.IDENTITY)
private Long id;
@Column(nullable = false, length = 200)
private String name;
@Column(nullable = false, unique = true, length = 120)
private String slug;
@Enumerated(EnumType.STRING)
private MarketStatus status = MarketStatus.ACTIVE;
@CreatedDate private Instant createdAt;
@LastModifiedDate private Instant updatedAt;
}

启用审计:

java
@Configuration
@EnableJpaAuditing
class JpaConfig {}

关联关系和 N+1 预防

java
@OneToMany(mappedBy = "market", cascade = CascadeType.ALL, orphanRemoval = true)
private List<PositionEntity> positions = new ArrayList<>();
  • 默认使用延迟加载;需要时在查询中使用 JOIN FETCH
  • 避免在集合上使用 EAGER;对于读取路径使用 DTO 投影
java
@Query("select m from MarketEntity m left join fetch m.positions where m.id = :id")
Optional<MarketEntity> findWithPositions(@Param("id") Long id);

存储库模式

java
public interface MarketRepository extends JpaRepository<MarketEntity, Long> {
Optional<MarketEntity> findBySlug(String slug);
@Query("select m from MarketEntity m where m.status = :status")
Page<MarketEntity> findByStatus(@Param("status") MarketStatus status, Pageable pageable);
}
  • 使用投影进行轻量级查询:
java
public interface MarketSummary {
Long getId();
String getName();
MarketStatus getStatus();
}
Page<MarketSummary> findAllBy(Pageable pageable);

事务

  • 使用 @Transactional 注解服务方法
  • 对读取路径使用 @Transactional(readOnly = true) 以进行优化
  • 谨慎选择传播行为;避免长时间运行的事务
java
@Transactional
public Market updateStatus(Long id, MarketStatus status) {
MarketEntity entity = repo.findById(id)
.orElseThrow(() -> new EntityNotFoundException("Market"));
entity.setStatus(status);
return Market.from(entity);
}

分页

java
PageRequest page = PageRequest.of(pageNumber, pageSize, Sort.by("createdAt").descending());
Page<MarketEntity> markets = repo.findByStatus(MarketStatus.ACTIVE, page);

对于类似游标的分页,在 JPQL 中包含 id > :lastId 并配合排序。

索引和性能

  • 为常用过滤器添加索引(status、slug、外键)
  • 使用与查询模式匹配的复合索引(status, created_at)
  • 避免 select *;仅投影需要的列
  • 使用 saveAll 和 hibernate.jdbc.batch_size 进行批量写入

连接池 (HikariCP)

推荐属性:

spring.datasource.hikari.maximum-pool-size=20
spring.datasource.hikari.minimum-idle=5
spring.datasource.hikari.connection-timeout=30000
spring.datasource.hikari.validation-timeout=5000

对于 PostgreSQL LOB 处理,添加:

spring.jpa.properties.hibernate.jdbc.lob.non_contextual_creation=true

缓存

  • 一级缓存是每个 EntityManager 的;避免在事务之间保持实体
  • 对于读取频繁的实体,谨慎考虑二级缓存;验证驱逐策略

迁移

  • 使用 Flyway 或 Liquibase;切勿在生产中依赖 Hibernate 自动 DDL
  • 保持迁移的幂等性和可添加性;避免无计划地删除列

测试数据访问

  • 首选使用 Testcontainers 的 @DataJpaTest 来镜像生产环境
  • 使用日志断言 SQL 效率:设置 logging.level.org.hibernate.SQL=DEBUG 和 logging.level.org.hibernate.orm.jdbc.bind=TRACE 以查看参数值

请记住:保持实体精简,查询有针对性,事务简短。通过获取策略和投影来预防 N+1 问题,并根据读写路径建立索引。

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