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Lucene is Beautiful

DZone's Guide to

Lucene is Beautiful

· Big Data Zone ·
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Hortonworks Sandbox for HDP and HDF is your chance to get started on learning, developing, testing and trying out new features. Each download comes preconfigured with interactive tutorials, sample data and developments from the Apache community.

So after I finished telling you how much I don’t like the Lucene.net codebase, what's this post about?

Well, I don’t like the code, but then again, I generally don’t like to read low-level code. The ideas behind Lucene are actually amazingly powerful in their simplicity.

At its core, Lucene is just a set of sorted dictionaries on disk (greatly simplified, I know). Everything else is built on top of that, and if you grok what is going on there, you would be quite amazed at the number of things that this has made possible.

Indexing in Lucene is done by a pipeline of documents and fields and analyzers, which all participate together to generate those dictionaries. Searching in lucene is done by traversing those dictionaries in various ways, and combining the results in interesting ways.

I am not going to go into details about how it works, you can read all about that here. The important thing is that once you have grasped the essential structure inside lucene, the rest are just details.

The concept and the way the implementation fell out are quite beautiful.

 

Hortonworks Sandbox for HDP and HDF is your chance to get started on learning, developing, testing and trying out new features. Each download comes preconfigured with interactive tutorials, sample data and developments from the Apache community.

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