Difference between solr and lucene

JavaSolrLucene

Java Problem Overview


I know that Lucene and Solr are 2 differents Apache projects that are made to work together, but I don't understand what is the aim of each project.

For what I understood until now is that Lucene is used to create a search index and Solr use this index to perform searches. Am I right or is this a totally different approach?

Java Solutions


Solution 1 - Java

@darkheir: Lucene and Solr are 2 differents Apache projects that are made to work together, I don't understand what is the aim of each project.

  1. Solr uses Lucene under the hood. Lucene has no clue about the Solr API.

  2. Lucene is a powerful search engine framework that lets us add search capability to our application. It exposes an easy-to-use API while hiding all the search-related complex operations. Any application can use this library, not just Solr.

  3. Solr is built around Lucene. It is not just an http-wrapper around Lucene but has been known to add more arsenal to Lucene (archived). Solr is ready-to-use out of box. It is a web application that offers related infrastructure and a lot more features in addition to what Lucene offers.

@darkheir: Lucene is used to create a search index and Solr use this index to perform searches. Am I right or is this a totally different approach?

  1. Lucene doesn't just create the Index for the consumption by Solr. Lucene handles all the search related operations. Any application can use the Lucene framework.

    Examples are Solr, Elastic Search, LinkedIn (yes, under the hood), etc..

Check out this article: Lucene vs Solr

UPDATE (6/18/14)

When to use Lucene?

  • You are a search engineer AND
  • You are a programmer AND
  • You want full control over almost all the internals of Lucene AND
  • Your requirements demand you to do all sorts of geeky customization to Lucene AND
  • You are willing to take care of infrastructure elements of your search like scaling, distribution, etc.

When to use Solr?

  • At least one of the above didn't make sense. OR
  • You want something that is ready to use out-of-the-box (even without knowledge of Java) OR
  • Your infrastructure requirements outweigh search customization requirements.

NOTE: I don't mean that Solr is hard to customize. Solr is very flexible and provides a lot of pluggable API points, allowing you to throw-in your code.

There are people, falling under 'have to use Lucene' camp, but still prefer Solr to plain Lucene as it's easy to use. However, they never restrain themselves from customizing Solr to the maximum extent.

BTW, I see that there are more resources on Solr (4.x) than Lucene (4.x).

Solution 2 - Java

Lucene is a low level Java library (with ports to .NET, etc.) which implements indexing, analyzing, searching, etc.

Solr is a standalone pre-configured product/webapp which uses Lucene. If you prefer dealing with HTTP API instead of Java API, Solr is for you. Solr has also got some extra features on top (e.g. grouping).

Solution 3 - Java

> A simple way to conceptualize the relationship between Solr and Lucene > is that of a car and its engine. You can't drive an engine, but you > can drive a car. Similarly, Lucene is a programmatic library which you > can't use as-is, whereas Solr is a complete application which you can > use out-of-box.

Source: Lucene-vs-solr - Lucene Tutorial

Solution 4 - Java

Solr is built on top of lucene to provide a search platform.

Search platform in the following layers from bottom to top:

  • Data
    • Purpose: Represent various data types and sources
  • Document building
    • Purpose: Build document information for indexing
  • Indexing and searching
    • Purpose: Build and query a document index
  • Logic enhancement
    • Purpose: Additional logic for processing search queries and results
  • Search platform service
    • Purpose: Add additional functionalities of search engine core to provide a service platform.
  • UI application
    • Purpose: End-user search interface or applications

solr stack

Reference article : Enterprise search

Solution 5 - Java

SOLR is a wrapper over Lucene index.

It is simple to understand: SOLR is car and Lucene is its engine. You just need to know how to drive car (SOLR) and also need to know few things of engine (Lucene) in case if there will be any issue in your car engine.

Have a safe drive :)

Solution 6 - Java

You can imagine it the following way - Apache Lucene is the library that is used internally by the Apache Solr. It is written in Java and provides amazing full-text search and indexing capabilities. It can analyze a large number of languages from all over the world and prepare the text in such languages to efficient and fast search and analysis. Lucene is a library - you could use it directly in your application and implement everything yourself, but the Apache Solr provides a lot out of the box.

Apache Solr search engine provides things like HTTP APIs that you can use to send data to them and later search on that data. You can control the search engines using the API, create distributed environments and automatically distribute the data across multiple nodes and many, many more.

Solution 7 - Java

You can find a good comparison about the purpose of lucence and solar here:

http://www.lucenetutorial.com/lucene-vs-solr.html

TLDR: Lucence is just the engine, Solar is the car you can drive (equipped with rest-api etc.)

Solution 8 - Java

Apache Lucene is the vanilla version for the search engine while Apache Solr is inheriting Lucene with new inbuilt features which Apache Lucene don't provide out of the box.

You can consume Apache Solr flavour rather than using Apache Lucene to save your resources and manual efforts. If you want to create your own definitions, that also you can do in both Solr and Lucene by adding Custom jars and Custom code.

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