In anticipation of the "Highload Architect" course , we invite you to attend the open tutorial on "Scale-out Storage Patterns" .
In the meantime, let's share the traditional translation of a useful article.
Introduction
, N + 1 JPA Hibernate, .
N + 1 JPA Hibernate, .
N + 1
N + 1 , N SQL- , SQL-.
, , .
: post () post_comments ( ), "--":
post :
INSERT INTO post (title, id)
VALUES ('High-Performance Java Persistence - Part 1', 1)
INSERT INTO post (title, id)
VALUES ('High-Performance Java Persistence - Part 2', 2)
INSERT INTO post (title, id)
VALUES ('High-Performance Java Persistence - Part 3', 3)
INSERT INTO post (title, id)
VALUES ('High-Performance Java Persistence - Part 4', 4)
post_comment
:
INSERT INTO post_comment (post_id, review, id)
VALUES (1, 'Excellent book to understand Java Persistence', 1)
INSERT INTO post_comment (post_id, review, id)
VALUES (2, 'Must-read for Java developers', 2)
INSERT INTO post_comment (post_id, review, id)
VALUES (3, 'Five Stars', 3)
INSERT INTO post_comment (post_id, review, id)
VALUES (4, 'A great reference book', 4)
N+1 SQL
, N + 1 , SQL.
post_comments
SQL-:
List<Tuple> comments = entityManager.createNativeQuery("""
SELECT
pc.id AS id,
pc.review AS review,
pc.post_id AS postId
FROM post_comment pc
""", Tuple.class)
.getResultList();
(title) (post) (post_comment):
for (Tuple comment : comments) {
String review = (String) comment.get("review");
Long postId = ((Number) comment.get("postId")).longValue();
String postTitle = (String) entityManager.createNativeQuery("""
SELECT
p.title
FROM post p
WHERE p.id = :postId
""")
.setParameter("postId", postId)
.getSingleResult();
LOGGER.info(
"The Post '{}' got this review '{}'",
postTitle,
review
);
}
N + 1, SQL- (1 + 4):
SELECT
pc.id AS id,
pc.review AS review,
pc.post_id AS postId
FROM post_comment pc
SELECT p.title FROM post p WHERE p.id = 1
-- The Post 'High-Performance Java Persistence - Part 1' got this review
-- 'Excellent book to understand Java Persistence'
SELECT p.title FROM post p WHERE p.id = 2
-- The Post 'High-Performance Java Persistence - Part 2' got this review
-- 'Must-read for Java developers'
SELECT p.title FROM post p WHERE p.id = 3
-- The Post 'High-Performance Java Persistence - Part 3' got this review
-- 'Five Stars'
SELECT p.title FROM post p WHERE p.id = 4
-- The Post 'High-Performance Java Persistence - Part 4' got this review
-- 'A great reference book'
N + 1 . , , SQL-, , :
List<Tuple> comments = entityManager.createNativeQuery("""
SELECT
pc.id AS id,
pc.review AS review,
p.title AS postTitle
FROM post_comment pc
JOIN post p ON pc.post_id = p.id
""", Tuple.class)
.getResultList();
for (Tuple comment : comments) {
String review = (String) comment.get("review");
String postTitle = (String) comment.get("postTitle");
LOGGER.info(
"The Post '{}' got this review '{}'",
postTitle,
review
);
}
SQL- , .
N + 1 JPA Hibernate
JPA Hibernate N + 1, , .
, post post_comments:
JPA- :
@Entity(name = "Post")
@Table(name = "post")
public class Post {
@Id
private Long id;
private String title;
//Getters and setters omitted for brevity
}
@Entity(name = "PostComment")
@Table(name = "post_comment")
public class PostComment {
@Id
private Long id;
@ManyToOne
private Post post;
private String review;
//Getters and setters omitted for brevity
}
FetchType.EAGER
FetchType.EAGER
JPA- — , , . , FetchType.EAGER
N + 1.
, @ManyToOne
@OneToOne
FetchType.EAGER
, , :
@ManyToOne
private Post post;
FetchType.EAGER
, JOIN FETCH
PostComment
JPQL- Criteria API:
List<PostComment> comments = entityManager
.createQuery("""
select pc
from PostComment pc
""", PostComment.class)
.getResultList();
N + 1:
SELECT
pc.id AS id1_1_,
pc.post_id AS post_id3_1_,
pc.review AS review2_1_
FROM
post_comment pc
SELECT p.id AS id1_0_0_, p.title AS title2_0_0_ FROM post p WHERE p.id = 1
SELECT p.id AS id1_0_0_, p.title AS title2_0_0_ FROM post p WHERE p.id = 2
SELECT p.id AS id1_0_0_, p.title AS title2_0_0_ FROM post p WHERE p.id = 3
SELECT p.id AS id1_0_0_, p.title AS title2_0_0_ FROM post p WHERE p.id = 4
SELECT, , PostComment
post
.
, find
EntityManager
, JPQL- Criteria API (fetch plan), Hibernate , JOIN FETCH
. , .
post
, : FetchType.EAGER
. FetchType.LAZY
.
post
, JOIN FETCH
, N + 1:
List<PostComment> comments = entityManager.createQuery("""
select pc
from PostComment pc
join fetch pc.post p
""", PostComment.class)
.getResultList();
for(PostComment comment : comments) {
LOGGER.info(
"The Post '{}' got this review '{}'",
comment.getPost().getTitle(),
comment.getReview()
);
}
Hibernate SQL-:
SELECT
pc.id as id1_1_0_,
pc.post_id as post_id3_1_0_,
pc.review as review2_1_0_,
p.id as id1_0_1_,
p.title as title2_0_1_
FROM
post_comment pc
INNER JOIN
post p ON pc.post_id = p.id
-- The Post 'High-Performance Java Persistence - Part 1' got this review
-- 'Excellent book to understand Java Persistence'
-- The Post 'High-Performance Java Persistence - Part 2' got this review
-- 'Must-read for Java developers'
-- The Post 'High-Performance Java Persistence - Part 3' got this review
-- 'Five Stars'
-- The Post 'High-Performance Java Persistence - Part 4' got this review
-- 'A great reference book'
FetchType.LAZY
FetchType.LAZY
, N + 1.
post :
@ManyToOne(fetch = FetchType.LAZY)
private Post post;
, PostComment
:
List<PostComment> comments = entityManager
.createQuery("""
select pc
from PostComment pc
""", PostComment.class)
.getResultList();
Hibernate SQL-:
SELECT
pc.id AS id1_1_,
pc.post_id AS post_id3_1_,
pc.review AS review2_1_
FROM
post_comment pc
lazy-load post
:
for(PostComment comment : comments) {
LOGGER.info(
"The Post '{}' got this review '{}'",
comment.getPost().getTitle(),
comment.getReview()
);
}
N + 1 :
SELECT p.id AS id1_0_0_, p.title AS title2_0_0_ FROM post p WHERE p.id = 1
-- The Post 'High-Performance Java Persistence - Part 1' got this review
-- 'Excellent book to understand Java Persistence'
SELECT p.id AS id1_0_0_, p.title AS title2_0_0_ FROM post p WHERE p.id = 2
-- The Post 'High-Performance Java Persistence - Part 2' got this review
-- 'Must-read for Java developers'
SELECT p.id AS id1_0_0_, p.title AS title2_0_0_ FROM post p WHERE p.id = 3
-- The Post 'High-Performance Java Persistence - Part 3' got this review
-- 'Five Stars'
SELECT p.id AS id1_0_0_, p.title AS title2_0_0_ FROM post p WHERE p.id = 4
-- The Post 'High-Performance Java Persistence - Part 4' got this review
-- 'A great reference book'
post
, SQL- .
, JOIN FETCH
JPQL
:
List<PostComment> comments = entityManager.createQuery("""
select pc
from PostComment pc
join fetch pc.post p
""", PostComment.class)
.getResultList();
for(PostComment comment : comments) {
LOGGER.info(
"The Post '{}' got this review '{}'",
comment.getPost().getTitle(),
comment.getReview()
);
}
FetchType.EAGER
, JPQL- SQL-.
FetchType.LAZY
@OneToOne
, N + 1.
N + 1 .
, JPQL-, :
List<PostComment> comments = entityManager.createQuery("""
select pc
from PostComment pc
order by pc.post.id desc
""", PostComment.class)
.setMaxResults(10)
.setHint(QueryHints.HINT_CACHEABLE, true)
.getResultList();
PostComment
, N PostComment
:
-- Checking cached query results in region: org.hibernate.cache.internal.StandardQueryCache
-- Checking query spaces are up-to-date: [post_comment]
-- [post_comment] last update timestamp: 6244574473195524, result set timestamp: 6244574473207808
-- Returning cached query results
SELECT pc.id AS id1_1_0_,
pc.post_id AS post_id3_1_0_,
pc.review AS review2_1_0_
FROM post_comment pc
WHERE pc.id = 3
SELECT pc.id AS id1_1_0_,
pc.post_id AS post_id3_1_0_,
pc.review AS review2_1_0_
FROM post_comment pc
WHERE pc.id = 2
SELECT pc.id AS id1_1_0_,
pc.post_id AS post_id3_1_0_,
pc.review AS review2_1_0_
FROM post_comment pc
WHERE pc.id = 1
PostComment
. , PostComment
, N SQL-.