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Comparison of OpenJPA with Derby server vs DataNucleus with HSQLDB 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
 OpenJPA
Derby server
DataNucleus
HSQLDB server
OpenJPA
Derby server
DataNucleus
HSQLDB server
OpenJPA
Derby server
DataNucleus
HSQLDB server
Basic Person Test6.3failed6.8failed6.5failed
Element Collection Test7.0failed5.4failed6.2failed
Inheritance Test3.8failed6.0failed4.9failed
Indexing Test6.8failed7.9failed7.3failed
Graph (Binary Tree) Test2.3failed1.9failed2.1failed
Multithreading Test6.5failed0.0000failed3.2failed
All Tests5.4failed4.7failed5.1failed

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
 OpenJPA
Derby server
DataNucleus
HSQLDB server
OpenJPA
Derby server
DataNucleus
HSQLDB server
OpenJPA
Derby server
DataNucleus
HSQLDB server
Basic Person Test0.42failed5.8failed3.1failed
Element Collection Test0.23failed6.5failed3.4failed
Inheritance Test0.29failed4.3failed2.3failed
Indexing Test0.39failed5.0failed2.7failed
Graph (Binary Tree) Test0.072failed0.16failed0.11failed
Multithreading Test0.71failed10.0failed5.3failed
All Tests0.35failed5.3failed2.8failed

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
 OpenJPA
Derby server
DataNucleus
HSQLDB server
OpenJPA
Derby server
DataNucleus
HSQLDB server
OpenJPA
Derby server
DataNucleus
HSQLDB server
Basic Person Test0.37failed2.1failed1.2failed
Element Collection Test0.23failed0.67failed0.45failed
Inheritance Test0.095failed0.80failed0.45failed
Indexing Test0.76failed3.0failed1.9failed
Multithreading Test2.6failed4.2failed3.4failed
All Tests0.81failed2.1failed1.5failed

DataNucleus with HSQLDB server has failed in 10 tests (see exceptions).

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

Transaction Size =>Few EntitiesMany EntitiesAverage Score
 OpenJPA
Derby server
DataNucleus
HSQLDB server
OpenJPA
Derby server
DataNucleus
HSQLDB server
OpenJPA
Derby server
DataNucleus
HSQLDB server
Basic Person Test0.81failed2.8failed1.8failed
Element Collection Test0.99failed3.6failed2.3failed
Inheritance Test0.51failed3.3failed1.9failed
Indexing Test2.4failed4.4failed3.4failed
Graph (Binary Tree) Test0.32failed0.31failed0.32failed
Multithreading Test1.4failed4.1failed2.7failed
All Tests1.1failed3.1failed2.1failed

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
 OpenJPA
Derby server
DataNucleus
HSQLDB server
OpenJPA
Derby server
DataNucleus
HSQLDB server
OpenJPA
Derby server
DataNucleus
HSQLDB server
Basic Person Test4.5failed9.1failed6.8failed
Element Collection Test3.4failed1.9failed2.7failed
Inheritance Test3.8failed4.8failed4.3failed
Indexing Test10.1failed5.1failed7.6failed
Graph (Binary Tree) Test3.0failed5.5failed4.3failed
Multithreading Test5.1failed0.0000failed2.5failed
All Tests5.0failed4.4failed4.7failed

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
 OpenJPA
Derby server
DataNucleus
HSQLDB server
OpenJPA
Derby server
DataNucleus
HSQLDB server
OpenJPA
Derby server
DataNucleus
HSQLDB server
Basic Person Test2.5failed5.3failed3.9failed
Element Collection Test2.4failed3.6failed3.0failed
Inheritance Test1.7failed3.8failed2.8failed
Indexing Test4.1failed5.1failed4.6failed
Graph (Binary Tree) Test1.4failed2.0failed1.7failed
Multithreading Test3.3failed3.6failed3.5failed
All Tests2.6failed4.0failed3.3failed

Other Head to Head DBMS/JPA Comparisons