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Getting Started with Solr
an open source search platform
Travis Carlson
http://tcarlson.systems
Search Engine Concepts
● Documents & Fields
● Inverted Index
● Analysis / Tokenization
● Precision vs. Recall
● Faceting
Document Model
Solr indexes documents which contain fields
(like a NoSQL database)
Diagram from https://developer.apple.com/library/mac/documentation/UserExperience/Conceptual/SearchKitConcepts/searchKit_basics/searchKit_basics.html
Inverted Index
Diagram from https://developer.apple.com/library/mac/documentation/UserExperience/Conceptual/SearchKitConcepts/searchKit_basics/searchKit_basics.html
How is it so fast?
Analysis / Tokenization
Index Query
Analysis / Tokenization
Precision vs. Recall
There is generally a tradeoff to be made
between false positives and false negatives
Precision vs. Recall
Faceting
Let’s take a tour
Getting Started
Start up Solr and create a new “core”
./bin/solr start
./bin/solr create -c films -d basic_configs
Customize the schema for our document type
edit server/solr/films/conf/schema.xml
./bin/solr restart
Import our documents
./bin/post -c films example/films/films.json
Open the Admin UI to run some test searches
open http://localhost:8983/solr/#/films/query
<field name="name" type="text_en"/>
<field name="directed_by" type="text_general" multiValued="true"/>
<field name="initial_release_date" type="tdate"/>
<field name="genre" type="text_en" multiValued="true"/>
<field name="genre-facet" type="string" multiValued="true" stored=”false”/>
<copyField source="genre" dest="genre-facet"/>
Example Searches
Directed by Steven Spielberg or John Singleton:
http://localhost:8983/solr/films/select?q=directed_by%3A(spielberg+OR+singleton)&fl=name
Faceted by genre:
http://localhost:8983/solr/films/select?q=*%3A*&facet=true&facet.field=genre-facet&fl=id
Thriller movies since 2010:
http://localhost:8983/solr/films/select?q=genre%3Athriller+AND+initial_release_date%3A%5B2010-01-01T00%3A00%3A00Z+TO+NOW%5D
APIs make things easier
SolrClient solr = new HttpSolrClient("http://localhost:8983/solr/films");
SolrQuery query = new SolrQuery();
query.setQuery("directed_by:(spielberg OR singleton)");
query.setFields("name");
SolrDocumentList list = solr.query(query).getResults();
Going Further
● Custom Request Handlers
● Field Boosts
● Matching Excerpts (highlighting)
● Auto-suggest / Spellcheck / “Did you mean”
● “More like this”
● Geospatial queries
Going Further
Download
http://lucene.apache.org/solr/
Reference Guide
https://cwiki.apache.org/confluence/display/solr
Open Source
http://wiki.apache.org/solr/HowToContribute
svn checkout http://svn.apache.org/repos/asf/lucene/dev/trunk
Apache License, Version 2.0
https://issues.apache.org/jira/browse/SOLR

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