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Comparison of DataNucleus with HSQLDB server vs OpenJPA with PostgreSQL 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 EntitiesMany EntitiesAverage Score
 DataNucleus
HSQLDB server
OpenJPA
PostgreSQL server
DataNucleus
HSQLDB server
OpenJPA
PostgreSQL server
DataNucleus
HSQLDB server
OpenJPA
PostgreSQL server
Basic Person Testfailed6.0failed7.0failed6.5
Element Collection Testfailed6.8failed6.7failed6.7
Inheritance Testfailed4.0failed7.5failed5.7
Indexing Testfailed7.2failed9.3failed8.3
Graph (Binary Tree) Testfailed2.4failed2.5failed2.5
Multithreading Testfailed7.6failed0.0000failed3.8
All Testsfailed5.7failed5.5failed5.6

DataNucleus with HSQLDB server has failed in 12 tests (see exceptions).

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

Retrieval Size =>Few EntitiesMany EntitiesAverage Score
 DataNucleus
HSQLDB server
OpenJPA
PostgreSQL server
DataNucleus
HSQLDB server
OpenJPA
PostgreSQL server
DataNucleus
HSQLDB server
OpenJPA
PostgreSQL server
Basic Person Testfailed2.1failed10.3failed6.2
Element Collection Testfailed0.40failed8.9failed4.6
Inheritance Testfailed2.2failed8.2failed5.2
Indexing Testfailed1.6failed12.4failed7.0
Graph (Binary Tree) Testfailed0.12failed0.18failed0.15
Multithreading Testfailed3.7failed6.4failed5.0
All Testsfailed1.7failed7.7failed4.7

DataNucleus with HSQLDB server has failed in 12 tests (see exceptions).

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

Retrieval Size =>Few EntitiesMany EntitiesAverage Score
 DataNucleus
HSQLDB server
OpenJPA
PostgreSQL server
DataNucleus
HSQLDB server
OpenJPA
PostgreSQL server
DataNucleus
HSQLDB server
OpenJPA
PostgreSQL server
Basic Person Testfailedfailedfailedfailedfailedfailed
Element Collection Testfailedfailedfailedfailedfailedfailed
Inheritance Testfailedfailedfailedfailedfailedfailed
Indexing Testfailedfailedfailedfailedfailedfailed
Multithreading Testfailedfailedfailedfailedfailedfailed
All Testsfailedfailedfailedfailedfailedfailed

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

Transaction Size =>Few EntitiesMany EntitiesAverage Score
 DataNucleus
HSQLDB server
OpenJPA
PostgreSQL server
DataNucleus
HSQLDB server
OpenJPA
PostgreSQL server
DataNucleus
HSQLDB server
OpenJPA
PostgreSQL server
Basic Person Testfailed1.2failed3.4failed2.3
Element Collection Testfailed1.5failed3.8failed2.6
Inheritance Testfailed1.2failed3.8failed2.5
Indexing Testfailed3.9failed4.6failed4.3
Graph (Binary Tree) Testfailed0.45failed0.28failed0.36
Multithreading Testfailed0.92failed0.34failed0.63
All Testsfailed1.5failed2.7failed2.1

DataNucleus with HSQLDB server has failed in 12 tests (see exceptions).

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

Transaction Size =>Few EntitiesMany EntitiesAverage Score
 DataNucleus
HSQLDB server
OpenJPA
PostgreSQL server
DataNucleus
HSQLDB server
OpenJPA
PostgreSQL server
DataNucleus
HSQLDB server
OpenJPA
PostgreSQL server
Basic Person Testfailed8.2failed10.9failed9.6
Element Collection Testfailed5.4failed2.4failed3.9
Inheritance Testfailed8.5failed5.7failed7.1
Indexing Testfailed14.1failed6.2failed10.2
Graph (Binary Tree) Testfailed4.5failed7.5failed6.0
Multithreading Testfailed6.8failed0.0000failed3.4
All Testsfailed7.9failed5.5failed6.7

DataNucleus with HSQLDB server has failed in 12 tests (see exceptions).

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

Transaction/Retrieval SizeFew EntitiesMany EntitiesAverage Score
 DataNucleus
HSQLDB server
OpenJPA
PostgreSQL server
DataNucleus
HSQLDB server
OpenJPA
PostgreSQL server
DataNucleus
HSQLDB server
OpenJPA
PostgreSQL server
Basic Person Testfailed4.4failed7.9failed6.1
Element Collection Testfailed3.5failed5.4failed4.5
Inheritance Testfailed4.0failed6.3failed5.1
Indexing Testfailed6.7failed8.1failed7.4
Graph (Binary Tree) Testfailed1.9failed2.6failed2.3
Multithreading Testfailed4.8failed1.7failed3.2
All Testsfailed4.2failed5.3failed4.8

Other Head to Head DBMS/JPA Comparisons