java-hibernate-jpa
Diagnose and fix Hibernate ORM / Jakarta Persistence problems in plain Java: N+1 queries, lazy loading errors, identifier generation, entity equals/hashCode, cascades, pagination, batching, locking, caching, Lombok on entities, and Hibernate 6/7 differences. Use when reviewing or writing JPA entities, mappings, and queries. Framework-neutral.
- License 许可
- MIT
- 最近更新
- 2026-11-13
- Stars
- ★ 4.1w
- Forks
- 5.3k
01 前言 Front Matter
- name
- java-hibernate-jpa
- description
- Diagnose and fix Hibernate ORM / Jakarta Persistence problems in plain Java: N+1 queries, lazy loading errors, identifier generation, entity equals/hashCode, cascades, pagination, batching, locking, caching, Lombok on entities, and Hibernate 6/7 differences. Use when reviewing or writing JPA entities, mappings, and queries. Framework-neutral.
02 资源文件 7
- 参考文档package.json833 B
- 参考文档references/associations-and-cascade.md4.4 KB
- 参考文档references/fetching-and-n-plus-one.md5.8 KB
- 参考文档references/identifiers-and-entity-design.md7.1 KB
- 参考文档references/locking-transactions-caching.md5.7 KB
- 参考文档references/queries-pagination-batching.md6.8 KB
- 参考文档references/tooling-and-versions.md6.1 KB
03 SKILL.md 正文
Hibernate ORM and Jakarta Persistence
Problem -> anti-pattern -> fix library for entity mapping and querying. Framework-neutral: it covers EntityManager/Session behavior, JPQL/HQL, and mapping annotations. If the project uses Spring Boot and the java-springboot and spring-boot-testing skills are installed, use them for Spring Data repositories, transaction wiring, and @DataJpaTest; for Panache and reactive persistence see the Quarkus skills. Integration tests against a real database: java-testcontainers.
First: detect the stack
- Read
pom.xml/build.gradle(or the dependency tree) forhibernate-coreand the persistence API:jakarta.persistence(Hibernate 6+/Jakarta EE 9+) vsjavax.persistence(Hibernate 5, seejavax-to-jakarta-migration). - Note the Hibernate major version; behavior differs (see
references/tooling-and-versions.md). Hibernate 6.0-6.1 implement Jakarta Persistence 3.0, 6.2+ implement 3.1, 7.x implements 3.2, and Hibernate 7 needs Java 17+. - Note the database and whether the schema is managed by Flyway/Liquibase.
- Turn on SQL logging and statistics in a test (see
references/tooling-and-versions.md) before "optimizing" anything: measure statement counts.
Quick decision table
| Symptom | Likely cause | Go to |
|---|---|---|
| Many similar SELECTs for one request | N+1 on lazy association | references/fetching-and-n-plus-one.md |
LazyInitializationException |
Lazy access outside session | references/fetching-and-n-plus-one.md |
HHH000104 / HHH90003004 warning, big memory use |
Pagination with collection fetch join | references/queries-pagination-batching.md |
| Inserts slow, no JDBC batching | IDENTITY ids or batching not configured |
references/identifiers-and-entity-design.md, references/queries-pagination-batching.md |
Duplicate rows / lost children / Set anomalies |
Bad equals/hashCode or cascade misuse |
references/identifiers-and-entity-design.md, references/associations-and-cascade.md |
| Lost updates, deadlocks | Missing locking strategy | references/locking-transactions-caching.md |
| Stale or surprising data with caches | Second-level/query cache misuse | references/locking-transactions-caching.md |
Schema drift, ddl-auto in prod |
No migration tool | references/tooling-and-versions.md |
Top rules (apply during review)
- Associations:
@ManyToOne/@OneToOnedefault to EAGER; declarefetch = FetchType.LAZYexplicitly.@OneToMany/@ManyToManyare LAZY by default and should stay so. Choose fetching per query (JOIN FETCH, entity graph), not by making mappings EAGER. - Prefer
@ManyToOneowning side plus a bidirectional@OneToMany(mappedBy=...)only when needed; keep both sides in sync through helper methods. SetorListfor collections? UseSetfor@ManyToMany; a unidirectional@OneToManywith@JoinColumnorListwithout an order has costly update patterns.- Never use
CascadeType.REMOVE/ALLon@ManyToOneor@ManyToMany. UseorphanRemovalonly on a true parent-owned child collection. - Ids:
SEQUENCE(pooled optimizer,allocationSizematching the DB increment) for generated numeric ids;IDENTITYdisables JDBC insert batching; use UUIDs (time-ordered preferred) when ids must be generated client-side. - Entities: no Lombok
@Data/@EqualsAndHashCode/@ToStringover associations; implementequals/hashCodedeliberately. - Return DTOs/projections from read endpoints rather than entities; never expose entities (lazy proxies) directly in an API.
- Paginate with a stable
ORDER BYincluding a unique tiebreaker; never combinesetMaxResultswith a collectionJOIN FETCH. - Keep transactions short, at the service boundary; no remote calls or user interaction inside one.
- Write and flush in batches for bulk work and clear the persistence context periodically.
- Verify behavior with statement counts in tests against the real database engine.
- Follow the schema management rule below.
Schema management rule
This is the single rule other skills refer to by name:
- Prototype/local:
hibernate.hbm2ddl.auto=update(orcreate-dropfor throwaway tests) is acceptable. - Production (default): versioned migrations with Flyway or Liquibase, and
hibernate.hbm2ddl.auto=validate(ornone). Add them when the user wants versioned migrations or the app is headed to production. - Externally managed schema:
none(orvalidate); do not add a migration tool.
Review focus
Check statement counts for N+1, explicit LAZY on to-one associations, sequence-based ids with matching allocationSize, and equals/hashCode stable across transient to persistent. Version-dependent details (Hibernate 5/6/7): references/tooling-and-versions.md.
References
references/fetching-and-n-plus-one.md: N+1 detection and fixes, lazy vs eager,LazyInitializationException, open-session-in-view, DTO projections.references/identifiers-and-entity-design.md: id generation,equals/hashCode, Lombok, records vs entities, enums and converters, value types.references/associations-and-cascade.md: bidirectional helpers, cascade,orphanRemoval, collection choice,@ManyToMany.references/queries-pagination-batching.md: pagination (offset, keyset, in-memory warning), bulk operations, JDBC batching,StatelessSession.references/locking-transactions-caching.md: optimistic/pessimistic locking, transaction boundaries, flush modes, second-level cache.references/tooling-and-versions.md: SQL logging, statistics, tests, connection pool sizing, migrations, Hibernate 5/6/7 differences.
Canonical docs: Hibernate ORM user guide https://docs.hibernate.org/orm/current/userguide/html_single/ and Jakarta Persistence https://jakarta.ee/specifications/persistence/. Deep background articles: https://vladmihalcea.com/.
Upgrading (fetch the page for the target version; prefer it over this skill): migration guides https://hibernate.org/orm/documentation/migrate/ (6.6: https://docs.hibernate.org/orm/6.6/migration-guide/, 7.0: https://docs.hibernate.org/orm/7.0/migration-guide/), release notes https://hibernate.org/orm/releases/.
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