Thursday, November 02, 2006

Integrating Lucene with Spring Framework & Hibernate

While looking for integration support for Lucene with Spring Framework & Hibernate, I have come across a full-blown open source Java Search Engine Framework called Compass Framework which is built on top of the Lucene Search Engine and provides seamless integration support to popular development frameworks like Hibernate and Spring Framework.

Why do we need yet another framework for implementing search functionality?

Lucene is a low level API which implies that it can easily cause coupling problems especially with the domain objects. This way of directly coding the Lucene API into the application maybe a performance killer and can also become a cause of maintenance nightmare in future (with domain model changes). Looking for other options for integrating Lucene with our Spring based application, I came across two alternatives that exist in the open-source arena:

1. Lucene Spring Modules

One option is using the "Lucene Spring Modules", which is a part of "Spring Modules project" which tries to extend the functionalities of Spring Framework to include other open-source tools. The project is intended to facilitate integration between Spring Framework and other projects without cluttering or expanding the Spring core.

2. Compass Framework

Another option is to use Compass Framework which provides a declarative way to map the domain model to the search engine. Compass provides a high level abstraction on top of the Lucene's low level API which supports a declarative mapping of domain objects. It externalizes all dependencies and coupling in a compass meta data file and thus provides a declarative technique to map the domain objects. Compass also implements fast index operations and optimization which increases the application performance.

Compass Framework provides a module named "Compass::Spring" which is intended to provide closer integration with the Spring Framework. It supports IoC using Spring's Application Context and provides support for Hibernate Session Factory. CF claims to support complex applications with bigger domain models easily. Compass also claims to bring maintenance and performance down to negligible values. Compass comes with a sample project (the old petclinic sample with additional search functionalities using Compass Framework) that demonstrates its integration support with Spring Framework & Hibernate. The product is also quite mature with much elaborate documentation. The current stable version is compass version 1.1M2.

More about Compass Framework

Compass is a first class open source Java Search Engine Framework, enabling the power of Search Engine semantics to your application stack decoratively. Compass is a powerful, transactional Object to Search Engine Mapping (OSEM) Java framework which allows you to declaratively map your Object domain model to the underlying Search Engine, synchronizing data changes between Index and different datasources. Compass provides a high level abstraction on top of the Lucene low level API. Compass also implements fast index operations and optimization and introduce transaction capabilities to the Search Engine.

In recent versions, compass provides a Lucene Jdbc Directory implementation, allowing storing Lucene index within a database for both pure Lucene applications and Compass enabled applications. Compass also provides support to SpringHibernate Gps Device (configured in Spring context file using IoC) which utilizes Compass OSEM feature (Object to Search Engine Mappings) and Hibernate ORM feature (Object to Relational Mappings) to provide simple database indexing. All the OSEM mappings are defined in a compass meta-data file and the SpringHibernate Gps Device intercepts the Hibernate session factory object to index data transparently. The Gps Device also provide real time mirroring of data changes done through Hibernate so you didn't have to explicitly re-index data after a store/update/delete. The path data travels through the system are: Database -- Hibernate -- Objects -- Compass::Gps -- Compass::Core (Search Engine). The compass returns the ids of objects matched along with a tag that identifies the class of object it belongs.

Dear readers don’t forget to read about the origin of compass framework as described by the author Shay Banon’s on his blog. It is well written and I bet you will surely enjoy the narration!!!!!!!!

References:

Open Symphony's Page
Shay Banon’s Blog


3 comments:

ryan said...

Hi Roshan,

Have you implemented Compass search engine for any application.

Martín Andrés Márquez said...

Hi Roshan,

Do you have information of how to integrate Compass, Spring and Hibernate? Compass documentation is not that complete making difficult for us to start using the framework.

Akki's Blog said...

Thanks for the post. It's a nice comparison