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dbo.usp_TopologicalSort.sql
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dbo.usp_TopologicalSort.sql
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IF OBJECT_ID (N'dbo.usp_TopologicalSort', 'P') IS NULL
EXECUTE('CREATE PROCEDURE usp_TopologicalSort AS SELECT 1');
GO
ALTER PROCEDURE dbo.usp_TopologicalSort
AS
/*
http://www.hansolav.net/sql/graphs.html
Determines a topological ordering or reports that the graph is not a DAG.
CREATE TABLE dbo.Node
(
Id int NOT NULL PRIMARY KEY,
Name varchar(50) NULL
)
CREATE TABLE dbo.Edge
(
FromNode int NOT NULL REFERENCES dbo.Node (Id),
ToNode int NOT NULL REFERENCES dbo.Node (Id),
[Weight] decimal (10, 3) NULL,
PRIMARY KEY CLUSTERED (FromNode ASC, ToNode ASC)
)
*/
BEGIN
-- Automatically rollback the transaction if something goes wrong.
SET XACT_ABORT ON
BEGIN TRAN
-- Increase performance and do not intefere with the results.
SET NOCOUNT ON;
-- Create a temporary table for building the topological ordering
CREATE TABLE #Order
(
NodeId int PRIMARY KEY, -- The Node Id
Ordinal int NULL -- Defines the topological ordering. NULL for nodes that are
) -- not yet processed. Will be set as nodes are processed in topological order.
-- Create a temporary copy of the edges in the graph that we can work on.
CREATE TABLE #TempEdges
(
FromNode int, -- From Node Id
ToNode int, -- To Node Id
PRIMARY KEY (FromNode, ToNode)
)
-- Grab a copy of all the edges in the graph, as we will
-- be deleting edges as the algorithm runs.
INSERT INTO #TempEdges (FromNode, ToNode)
SELECT e.FromNode, e.ToNode
FROM dbo.Edge e
-- Start by inserting all the nodes that have no incoming edges, is it
-- is guaranteed that no other nodes should come before them in the ordering.
-- Insert with NULL for Ordinal, as we will set this when we process the node.
INSERT INTO #Order (NodeId, Ordinal)
SELECT n.Id, NULL
FROM dbo.Node n
WHERE NOT EXISTS (
SELECT TOP 1 1 FROM dbo.Edge e WHERE e.ToNode = n.Id)
DECLARE @CurrentNode int, -- The current node being processed.
@Counter int = 0 -- Counter to assign values to the Ordinal column.
-- Loop until we are done.
WHILE 1 = 1
BEGIN
-- Reset the variable, so we can detect getting no records in the next step.
SET @CurrentNode = NULL
-- Select the id of any node with Ordinal IS NULL that is currently in our
-- Order table, as all nodes with Ordinal IS NULL in this table has either
-- no incoming edges or any nodes with edges to it have already been processed.
SELECT TOP 1 @CurrentNode = NodeId
FROM #Order WHERE Ordinal IS NULL
-- If there are no more such nodes, we are done
IF @CurrentNode IS NULL BREAK
-- We are processing this node, so set the Ordinal column of this node to the
-- counter value and increase the counter.
UPDATE #Order SET Ordinal = @Counter, @Counter = @Counter + 1
WHERE NodeId = @CurrentNode
-- This is the complex part. Select all nodes that has exactly ONE incoming
-- edge - the edge from @CurrentNode. Those nodes can follow @CurrentNode
-- in the topological ordering because the must not come after any other nodes,
-- or those nodes have already been processed and inserted earlier in the
-- ordering and had their outgoing edges removed in the next step.
INSERT #Order (NodeId, Ordinal)
SELECT Id, NULL
FROM dbo.Node n
JOIN #TempEdges e1 ON n.Id = e1.ToNode -- Join on edge destination
WHERE e1.FromNode = @CurrentNode AND -- Edge starts in @CurrentNode
NOT EXISTS ( -- Make sure there are no edges to this node
SELECT TOP 1 1 FROM #TempEdges e2 -- other then the one from @CurrentNode.
WHERE e2.ToNode = n.Id AND e2.FromNode <> @CurrentNode)
-- Last step. We are done with @CurrentNode, so remove all outgoing edges from it.
-- This will "free up" any nodes it has edges into to be inserted into the topological ordering.
DELETE FROM #TempEdges WHERE FromNode = @CurrentNode
END
-- If there are edges left in our graph after the algorithm is done, it
-- means that it could not reach all nodes to eliminate all edges, which
-- means that the graph must have cycles and no topological ordering can be produced.
IF EXISTS (SELECT TOP 1 1 FROM #TempEdges)
BEGIN
SELECT 'The graph contains cycles and no topological ordering can
be produced. This is the set of edges I could not remove:'
SELECT FromNode, ToNode FROM #TempEdges
END
ELSE
-- Select the nodes ordered by the topological ordering we produced.
SELECT n.Id, n.Name
FROM dbo.Node n
JOIN #Order o ON n.Id = o.NodeId
ORDER BY o.Ordinal
-- Clean up, commit and return.
DROP TABLE #TempEdges
DROP TABLE #Order
COMMIT TRAN
RETURN 0
END
GO