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Posted to dev@lucene.apache.org by "Joel Bernstein (JIRA)" <ji...@apache.org> on 2016/04/08 19:27:25 UTC
[jira] [Assigned] (SOLR-8925) Add gatherNodes Streaming Expression
to support breadth first traversals
[ https://issues.apache.org/jira/browse/SOLR-8925?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Joel Bernstein reassigned SOLR-8925:
------------------------------------
Assignee: Joel Bernstein
> Add gatherNodes Streaming Expression to support breadth first traversals
> ------------------------------------------------------------------------
>
> Key: SOLR-8925
> URL: https://issues.apache.org/jira/browse/SOLR-8925
> Project: Solr
> Issue Type: New Feature
> Reporter: Joel Bernstein
> Assignee: Joel Bernstein
> Fix For: 6.1
>
>
> The gatherNodes Streaming Expression is a flexible general purpose breadth first graph traversal. It uses the same parallel join under the covers as (SOLR-8888) but is much more generalized and can be used for a wide range of use cases.
> Sample syntax:
> {code}
> gatherNodes(
> friends,
> gatherNodes(
> friends,
> search(articles, q=“body:(query 1)”, fl=“author”),
> walk ="author->user”,
> gather="friend"),
> walk=“friend-> user”,
> gather="friend",
> scatter=“roots, branches, leaves”
> )
> {code}
> The expression above is evaluated as follows:
> 1) The inner search() expression is evaluated on the *articles* collection, emitting a Stream of Tuples with the author field populated.
> 2) The inner gatherNodes() expression reads the Tuples form the search() stream and traverses to the *friends* collection by performing a distributed join between articles.author and friends.user field. It gathers the value from the *friend* field during the join.
> 3) The inner gatherNodes() expression then emits the *friend* Tuples. By default the gatherNodes function emits only the leaves which in this case are the *friend* tuples.
> 4) The outer gatherNodes() expression reads the *friend* Tuples and Traverses again in the "friends" collection, this time performing the join between *friend* Tuples emitted in step 3. This collects the friend of friends.
> 5) The outer gatherNodes() expression emits the entire graph that was collected. This is controlled by the "scatter" parameter. In the example the *root* nodes are the authors, the *branches* are the author's friends and the *leaves* are the friend of friend of friends.
> This traversal is fully distributed and cross collection.
> Like all streaming expressions the gather nodes expression can be combined with other streaming expressions. For example the following expression uses a hashJoin to intersect the network of friends rooted to authors found with different queries:
> {code}
> hashInnerJoin(
> gatherNodes(friends,
> gatherNodes(friends
> search(articles, q=“body:(queryA)”, fi=“author”),
> walk ="author->user”,
> gather="friend"),
> walk=“friend -> user”,
> gather="friend",
> scatter=“branches, leaves”),
> gatherNodes(friends,
> gatherNodes(friends
> search(articles, q=“body:(queryB)”, fi=“author”),
> walk ="author->user”,
> gather="friend"),
> walk=“friend -> user”,
> gather="friend",
> scatter=“branches, leaves”),
> on=“friend”
> )
> {code}
>
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