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You're reading from  Apache Solr Search Patterns

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Published inApr 2015
Reading LevelIntermediate
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ISBN-139781783981847
Edition1st Edition
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Jayant Kumar
Jayant Kumar
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Jayant Kumar

Jayant Kumar is an experienced software professional with a bachelor of engineering degree in computer science and more than 14 years of experience in architecting and developing large-scale web applications. Jayant is an expert on search technologies and PHP and has been working with Lucene and Solr for more than 11 years now. He is the key person responsible for introducing Lucene as a search engine on www.naukri.com, the most successful job portal in India. Jayant is also the author of the book Apache Solr PHP Integration, Packt Publishing, which has been very successful. Jayant has played many different important roles throughout his career, including software developer, team leader, project manager, and architect, but his primary focus has been on building scalable solutions on the Web. Currently, he is associated with the digital division of HT Media as the chief architect responsible for the job site www.shine.com. Jayant is an avid blogger and his blog can be visited at http://jayant7k.blogspot.in. His LinkedIn profile is available at http://www.linkedin.com/in/jayantkumar.
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Data analysis using pivot faceting


As per the definition of pivoting in the Solr wiki, it is a summarization tool that lets you automatically sort, count, total, or average data stored in a table. Pivot faceting lets you create a summary table of the results from a query across numerous documents.

The output of pivot faceting can be referred to as decision trees. This means the output of pivot faceting is represented by a hierarchy of all sub-facets under a facet with counts both for individual facets and sub-facets. We can constrain the previous facet with a new sub-facet and get counts of the sub-sub-facets inside it. Let us see an example to understand pivot faceting.

Facet A has constraints as X,Y with counts M for X and N for Y. We could go ahead and constrain facet A by X and get a new sub-facet B with constraints W,Z and counts O for W and P for Z.

To understand better how pivot faceting works and hence how it could be helpful in analytics, let us see an example. Our index contains some...

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Apache Solr Search Patterns
Published in: Apr 2015Publisher: ISBN-13: 9781783981847

Author (1)

author image
Jayant Kumar

Jayant Kumar is an experienced software professional with a bachelor of engineering degree in computer science and more than 14 years of experience in architecting and developing large-scale web applications. Jayant is an expert on search technologies and PHP and has been working with Lucene and Solr for more than 11 years now. He is the key person responsible for introducing Lucene as a search engine on www.naukri.com, the most successful job portal in India. Jayant is also the author of the book Apache Solr PHP Integration, Packt Publishing, which has been very successful. Jayant has played many different important roles throughout his career, including software developer, team leader, project manager, and architect, but his primary focus has been on building scalable solutions on the Web. Currently, he is associated with the digital division of HT Media as the chief architect responsible for the job site www.shine.com. Jayant is an avid blogger and his blog can be visited at http://jayant7k.blogspot.in. His LinkedIn profile is available at http://www.linkedin.com/in/jayantkumar.
Read more about Jayant Kumar