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JPA Performance Benchmark (JPAB)

Comparison of EclipseLink with SQLite embedded vs OpenJPA with MySQL server

Each of the following tables focuses on a specific database operation, where the last table presents average results comparison.

Speed comparison of JPA database persistence operations (normalized score, higher is better)

Transaction Size =>	Few Entities		Many Entities		Average Score
	EclipseLink SQLite embedded	OpenJPA MySQL server	EclipseLink SQLite embedded	OpenJPA MySQL server	EclipseLink SQLite embedded	OpenJPA MySQL server
Basic Person Test	0.074	3.9	0.90	1.6	0.49	2.7
Element Collection Test	0.061	1.6	0.65	0.68	0.36	1.1
Inheritance Test	0.083	3.6	0.82	1.4	0.45	2.5
Indexing Test	0.11	5.6	1.6	2.4	0.87	4.0
Graph (Binary Tree) Test	0.24	0.68	0.91	0.57	0.57	0.63
Multithreading Test	0.10	7.2	2.1	2.7	1.1	4.9
All Tests	0.11	3.7	1.2	1.5	0.64	2.6

The results above show that in general OpenJPA with MySQL server is much more efficient than EclipseLink with SQLite embedded in persisting JPA entity objects to the database. Comparing the normalized speed of EclipseLink with SQLite embedded database (0.64) to the normalized speed of OpenJPA with MySQL database server (2.6) reveals that in these tests, OpenJPA with MySQL server is 4.1 times faster than EclipseLink with SQLite embedded.

A huge performance gap has been detected when using multithreading with small transaction size. Comparing the normalized speed of EclipseLink with SQLite embedded database (0.10) to the normalized speed of OpenJPA with MySQL database server (7.2) reveals that in that case, OpenJPA with MySQL server is 72.0 times faster than EclipseLink with SQLite embedded.

Speed comparison of JPA database retrieval operations (normalized score, higher is better)

Retrieval Size =>	Few Entities		Many Entities		Average Score
	EclipseLink SQLite embedded	OpenJPA MySQL server	EclipseLink SQLite embedded	OpenJPA MySQL server	EclipseLink SQLite embedded	OpenJPA MySQL server
Basic Person Test	failed	3.2	failed	22.7	failed	12.9
Element Collection Test	0.0007	0.0038	failed	2.9	0.0007	1.4
Inheritance Test	failed	0.017	failed	6.9	failed	3.4
Indexing Test	failed	2.4	failed	23.4	failed	12.9
Graph (Binary Tree) Test	failed	0.27	failed	0.35	failed	0.31
Multithreading Test	failed	0.14	failed	18.1	failed	9.1
All Tests	0.0007	1.0	failed	12.4	0.0007	6.7

EclipseLink with SQLite embedded has failed in 11 tests (see exceptions).

Speed comparison of JPA database query operations (normalized score, higher is better)

Retrieval Size =>	Few Entities		Many Entities		Average Score
	EclipseLink SQLite embedded	OpenJPA MySQL server	EclipseLink SQLite embedded	OpenJPA MySQL server	EclipseLink SQLite embedded	OpenJPA MySQL server
Basic Person Test	1.2	9.3	failed	2.2	1.2	5.8
Element Collection Test	0.29	4.8	failed	1.1	0.29	2.9
Inheritance Test	0.69	1.5	failed	0.90	0.69	1.2
Indexing Test	0.0008	0.31	failed	2.1	0.0008	1.2
Multithreading Test	failed	1.9	failed	0.99	failed	1.4
All Tests	0.55	3.6	failed	1.5	0.55	2.5

EclipseLink with SQLite embedded has failed in 6 tests (see exceptions).

Speed comparison of JPA database update operations (normalized score, higher is better)

Transaction Size =>	Few Entities		Many Entities		Average Score
	EclipseLink SQLite embedded	OpenJPA MySQL server	EclipseLink SQLite embedded	OpenJPA MySQL server	EclipseLink SQLite embedded	OpenJPA MySQL server
Basic Person Test	failed	0.74	failed	1.6	failed	1.2
Element Collection Test	0.0016	0.014	failed	1.7	0.0016	0.87
Inheritance Test	failed	0.048	failed	2.0	failed	1.0
Indexing Test	failed	0.74	failed	3.0	failed	1.9
Graph (Binary Tree) Test	failed	0.45	failed	0.25	failed	0.35
Multithreading Test	failed	0.55	failed	2.9	failed	1.7
All Tests	0.0016	0.42	failed	1.9	0.0016	1.2

EclipseLink with SQLite embedded has failed in 11 tests (see exceptions).

Speed comparison of JPA database removal operations (normalized score, higher is better)

Transaction Size =>	Few Entities		Many Entities		Average Score
	EclipseLink SQLite embedded	OpenJPA MySQL server	EclipseLink SQLite embedded	OpenJPA MySQL server	EclipseLink SQLite embedded	OpenJPA MySQL server
Basic Person Test	failed	0.98	failed	1.7	failed	1.4
Element Collection Test	0.0006	0.0099	failed	0.65	0.0006	0.33
Inheritance Test	failed	0.033	failed	1.5	failed	0.75
Indexing Test	failed	0.64	failed	2.0	failed	1.3
Graph (Binary Tree) Test	failed	0.41	failed	0.43	failed	0.42
Multithreading Test	failed	0.27	failed	2.9	failed	1.6
All Tests	0.0006	0.39	failed	1.5	0.0006	0.96

EclipseLink with SQLite embedded has failed in 11 tests (see exceptions).

Comparison of JPA/Database speed - the averages (normalized score, higher is better)

Transaction/Retrieval Size	Few Entities		Many Entities		Average Score
	EclipseLink SQLite embedded	OpenJPA MySQL server	EclipseLink SQLite embedded	OpenJPA MySQL server	EclipseLink SQLite embedded	OpenJPA MySQL server
Basic Person Test	0.66	3.6	0.90	6.0	0.74	4.8
Element Collection Test	0.070	1.3	0.65	1.4	0.17	1.3
Inheritance Test	0.38	1.0	0.82	2.5	0.53	1.8
Indexing Test	0.058	1.9	1.6	6.6	0.58	4.3
Graph (Binary Tree) Test	0.24	0.45	0.91	0.40	0.57	0.43
Multithreading Test	0.10	2.0	2.1	5.5	1.1	3.8
All Tests	0.22	1.8	1.2	3.9	0.52	2.8

The results above show that in general OpenJPA with MySQL server is much more efficient than EclipseLink with SQLite embedded in performing JPA database operations. Comparing the normalized speed of EclipseLink with SQLite embedded database (0.52) to the normalized speed of OpenJPA with MySQL database server (2.8) reveals that in these tests, OpenJPA with MySQL server is 5.4 times faster than EclipseLink with SQLite embedded.

A huge performance gap has been detected when using database indexes with small transaction/retrieval size. Comparing the normalized speed of EclipseLink with SQLite embedded database (0.058) to the normalized speed of OpenJPA with MySQL database server (1.9) reveals that in that case, OpenJPA with MySQL server is 32.8 times faster than EclipseLink with SQLite embedded.

On the other hand, OpenJPA with MySQL server is slower, for instance, when using graphs of objects with large transaction/retrieval size. Comparing the normalized speed of OpenJPA with MySQL database server (0.40) to the normalized speed of EclipseLink with SQLite embedded database (0.91) reveals that in that case, OpenJPA with MySQL server is 2.3 times slower than EclipseLink with SQLite embedded.

Other Head to Head DBMS/JPA Comparisons

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The benchmark program is released as open source under the GPL license.