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Junior — Middle

Have you ever dealt with the N+1 problem in your projects?

sobes.tech AI

Answer from AI

Yes, I have experience solving the N+1 problem. The N+1 problem occurs when loading a collection of entities from the database, and for each entity, a separate query is executed for related data, leading to a large number of queries and reduced performance.

The approach used involved using JOIN FETCH in JPQL or the @EntityGraph annotation in JPA to load related entities with a single query.

Example with JPQL:

String jpql = "SELECT p FROM Parent p JOIN FETCH p.children";
List<Parent> parents = entityManager.createQuery(jpql, Parent.class).getResultList();

This allows loading parents and their children in one query, eliminating the N+1 problem.

Additionally, query profiling tools were used to identify such issues and optimize queries.

Have you ever dealt with the N+1 problem in your… - sobes.tech