Custom Sort in Acyclic Digraph

Custom Sort in Acyclic Digraph


 

Problem definition


This article is derived from this MSDN forum post. This article addresses the task of how to present a Tree in a custom order. In fact, the article title could be pre-order tree traversal.

Vocabulary

Digraph (Directed Graph)
A digraph is a graph, or a set of nodes connected by the edges, where the edges have a direction associated with them.
Acyclic Graph
An acyclic graph is a graph without any cycle.
Acyclic Digraph
An acyclic digraph (directed acyclic graph), also known as a DAG, is a directed graph with no directed cycles.
Topological Ordering
Every DAG has a topological ordering, an ordering of the vertices such that the starting endpoint of every edge occurs earlier in the ordering than the ending endpoint of the edge.

Solution


The code below resolves the stated problem of how to present a non-topological ordering of a DAG (i.e., custom sorting an acyclic digraph). Executing the following script will create and populate a resultant test table demonstrating the stated solution.

IF OBJECT_ID('tempdb..#test', 'U') IS NOT NULL
    DROP TABLE #test;
GO
  
CREATE TABLE #test
    (
      Childid INT ,
      parentid INT
    );
GO
  
INSERT  INTO #test
        ( Childid, parentid )
VALUES 
    ( 100, 0 ),
    ( 102, 100 ),
    ( 103, 100 ),
    ( 104, 102 ),
    ( 105, 102 ),
    ( 106, 104 ),
    ( 107, 103 ),
    ( 109, 105 );
GO

The image below shows the sample data used in this solution.


The desired order is shown below.



The solution is to produce paths that differ from topological ordering. In the following code, changing the ORDER BY list in the ROW_NUMBER function changes the sort order, producing paths that differ from the topological ordering.

DECLARE @rootId AS INT = 100;
 
WITH    Subs
          AS ( SELECT   Childid ,
                        1 AS lvl ,
                        CAST(1 AS VARBINARY(MAX)) AS PathSort
               FROM     #test
               WHERE    Childid = @rootId
               UNION ALL
               SELECT   C.Childid ,
                        P.lvl + 1 ,
                        P.PathSort + CAST(ROW_NUMBER() OVER ( PARTITION BY C.parentid ORDER BY C.Childid ) AS BINARY(5))
               FROM     Subs AS P
                        JOIN #test AS C ON C.parentid = P.Childid
             )
    SELECT  Childid ,
            ROW_NUMBER() OVER ( ORDER BY PathSort ) AS CustomSort,
            REPLICATE('    |    ', lvl) + CAST(Childid AS NVARCHAR(100)) ChildInTree
    FROM    Subs
    ORDER BY CustomSort;

The resulting output is shown in the following figure.




See Also




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Wiki - Revision Comment List(Revision Comment)
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Comments
  • TNJMAN edited Revision 28. Comment: added wiki reference/citation for the definition of a "tree"

  • TNJMAN edited Revision 27. Comment: minor fix.

  • TNJMAN edited Revision 26. Comment: added acyclic digraph wiki ref/citation

  • TNJMAN edited Revision 24. Comment: minor syntax correction ("...desired order is shown below.")

  • TNJMAN edited Revision 23. Comment: Utilize pre-defined acronym vs. full name (i.e., "DAG")

  • TNJMAN edited Revision 22. Comment: Parenthetical

  • TNJMAN edited Revision 21. Comment: more bling

  • TNJMAN edited Revision 20. Comment: some cleanup

  • TNJMAN edited Revision 19. Comment: clarified the Solution section.

  • TNJMAN edited Revision 18. Comment: more cleanup

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Comments
  • Very interesting problem!

  • Thanks so much!

  • Maheshkumar S Tiwari edited Revision 5. Comment: Added Tag

  • Maheshkumar S Tiwari edited Revision 7. Comment: Corrected Tags

  • Good one !!!

  • Thanks for your feedback.

  • Saeid Hasani edited Revision 8. Comment: Add See Also section.

  • Richard Mueller edited Revision 11. Comment: Fix headings in HTML

  • Richard Mueller edited Revision 12. Comment: Replace RGB values with color names in HTML to restore colors, removed tag

  • TNJMAN edited Revision 13. Comment: changed "comes up from" to "is derived from"

  • TNJMAN edited Revision 14. Comment: clarified idiomatic syntactical inconsistencies "addresses the task of..."

  • TNJMAN edited Revision 15. Comment: more basic edits

  • TNJMAN edited Revision 16. Comment: standard syntax edits

  • TNJMAN edited Revision 17. Comment: cleaned up more syntax issues

  • TNJMAN edited Revision 18. Comment: more cleanup

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