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Posted to dev@lucene.apache.org by "Joel Bernstein (JIRA)" <ji...@apache.org> on 2016/04/06 16:52:25 UTC
[jira] [Updated] (SOLR-8888) Add shortestPath Streaming Expression
[ https://issues.apache.org/jira/browse/SOLR-8888?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Joel Bernstein updated SOLR-8888:
---------------------------------
Fix Version/s: 6.1
> Add shortestPath Streaming Expression
> -------------------------------------
>
> Key: SOLR-8888
> URL: https://issues.apache.org/jira/browse/SOLR-8888
> Project: Solr
> Issue Type: Improvement
> Reporter: Joel Bernstein
> Fix For: 6.1
>
> Attachments: SOLR-8888.patch, SOLR-8888.patch, SOLR-8888.patch, SOLR-8888.patch, SOLR-8888.patch, SOLR-8888.patch, SOLR-8888.patch, SOLR-8888.patch, SOLR-8888.patch
>
>
> This ticket is to implement a distributed shortest path graph traversal as a Streaming Expression.
> Expression syntax:
> {code}
> shortestPath(collection,
> from="john@company.com",
> to="jane@company.com",
> edge="from=to",
> threads="6",
> partitionSize="300",
> fq="limiting query",
> maxDepth="4")
> {code}
> The expression above performs a *breadth first search* to find the shortest paths in an unweighted, directed graph. The search starts from the node john@company.com and searches for the node jane@company.com, traversing the *edges* by iteratively joining the *from* and *to* columns. Each level in the traversal is implemented as a *parallel partitioned* nested loop join across the entire *collection*. The *threads* parameter controls the number of threads performing the join at each level. The *partitionSize* controls the of number of nodes in each join partition. *maxDepth* controls the number of levels to traverse. *fq* is a limiting query applied to each level in the traversal.
> Future implementations can add more capabilities such as weighted traversals.
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