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Posted to dev@lucene.apache.org by "Dennis Gove (JIRA)" <ji...@apache.org> on 2015/05/15 03:20:09 UTC

[jira] [Comment Edited] (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=14544713#comment-14544713 ] 

Dennis Gove edited comment on SOLR-7543 at 5/15/15 1:19 AM:
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For interface/semantics, I think this might be able to benefit from the Expression stuff recently added for streams (SOLR-7377). With that, you could do something like

{code}
graph(root=search(collection1, q="<some query>", fl="<used fields>"), traverse=search(collection1, q="<some dynamic query>",fl="<used fields>"), on="parent.field=child.field", maxDepth=5, returnRoot=true, returnOnlyLeaf=false)
{code}

This would also allow you to do other things like make use of stream merging, uniquing, etc....

Would even allow for tree traversal across collections.


was (Author: dpgove):
For interface/semantics, I think this might be able to benefit from the Expression stuff recently added for streams (SOLR-7377). With that, you could do something like

{code}
graph(root=search(collection1, q="<some query>", fl="<used fields>"), traverse=search(collection1, q="<some dynamic query>",fl="<used fields>"), on="parent.field=child.field", maxDepth=5, returnRoot=true, returnOnlyLeaf=false)
{code}

This would also allow you to do other things like make use of stream merging, uniquing, etc....

> 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
>
> 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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