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Posted to dev@lucene.apache.org by "Kevin Watters (JIRA)" <ji...@apache.org> on 2015/10/06 23:16:27 UTC

[jira] [Commented] (SOLR-7543) Create GraphQuery that allows graph traversal as a query operator.

    [ https://issues.apache.org/jira/browse/SOLR-7543?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14945822#comment-14945822 ] 

Kevin Watters commented on SOLR-7543:
-------------------------------------

Nice improvements!  The new TermsQuery, that definitely is a nice fit for this type of query.  (though that code path is only active if useAutn=false so it doesn't do the automaton compilation. )
Looks good to me, lets roll with it!

> Create GraphQuery that allows graph traversal as a query operator.
> ------------------------------------------------------------------
>
>                 Key: SOLR-7543
>                 URL: https://issues.apache.org/jira/browse/SOLR-7543
>             Project: Solr
>          Issue Type: New Feature
>          Components: search
>            Reporter: Kevin Watters
>            Priority: Minor
>         Attachments: SOLR-7543.patch, SOLR-7543.patch
>
>
> I have a GraphQuery that I implemented a long time back that allows a user to specify a "startQuery" to identify which documents to start graph traversal from.  It then gathers up the edge ids for those documents , optionally applies an additional filter.  The query is then re-executed continually until no new edge ids are identified.  I am currently hosting this code up at https://github.com/kwatters/solrgraph and I would like to work with the community to get some feedback and ultimately get it committed back in as a lucene query.
> Here's a bit more of a description of the parameters for the query / graph traversal:
> q - the initial start query that identifies the universe of documents to start traversal from.
> fromField - the field name that contains the node id
> toField - the name of the field that contains the edge id(s).
> traversalFilter - this is an additional query that can be supplied to limit the scope of graph traversal to just the edges that satisfy the traversalFilter query.
> maxDepth - integer specifying how deep the breadth first search should go.
> returnStartNodes - boolean to determine if the documents that matched the original "q" should be returned as part of the graph.
> onlyLeafNodes - boolean that filters the graph query to only return documents/nodes that have no edges.
> We identify a set of documents with "q" as any arbitrary lucene query.  It will collect the values in the fromField, create an OR query with those values , optionally apply an additional constraint from the "traversalFilter" and walk the result set until no new edges are detected.  Traversal can also be stopped at N hops away as defined with the maxDepth.  This is a BFS (Breadth First Search) algorithm.  Cycle detection is done by not revisiting the same document for edge extraction.  
> This query operator does not keep track of how you arrived at the document, but only that the traversal did arrive at the document.



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