pgr_primDFS - pgRouting Manual (3.4)
pgr_primDFS
pgr_primDFS
- Prim algorithm for Minimum Spanning Tree with Depth First
Search ordering.
Availability
-
Version 3.0.0
-
New Official function
-
Description
Visits and extracts the nodes information in Depth First Search ordering of the Minimum Spanning Tree created using Prims’s algorithm.
The main Characteristics are:
-
It’s implementation is only on undirected graph.
-
Process is done only on edges with positive costs.
-
When the graph is connected
-
The resulting edges make up a tree
-
-
When the graph is not connected,
-
Finds a minimum spanning tree for each connected component.
-
The resulting edges make up a forest.
-
-
Prim’s running time: \(O(E * log V)\)
-
Returned tree nodes from a root vertex are on Depth First Search order
-
Depth First Search Running time: \(O(E + V)\)
Signatures
max_depth
])
max_depth
])
(seq,
depth,
start_vid,
node,
edge,
cost,
agg_cost)
Single vertex
max_depth
])
(seq,
depth,
start_vid,
node,
edge,
cost,
agg_cost)
- Example :
-
The Minimum Spanning Tree having as root vertex \(6\)
SELECT * FROM pgr_primDFS(
'SELECT id, source, target, cost, reverse_cost FROM edges ORDER BY id',
6);
seq depth start_vid node edge cost agg_cost
-----+-------+-----------+------+------+------+----------
1 0 6 6 -1 0 0
2 1 6 5 1 1 1
3 1 6 10 2 1 1
4 2 6 15 3 1 2
5 2 6 11 5 1 2
6 3 6 16 9 1 3
7 3 6 12 11 1 3
8 4 6 17 13 1 4
9 1 6 7 4 1 1
10 2 6 3 7 1 2
11 3 6 1 6 1 3
12 2 6 8 10 1 2
13 3 6 9 14 1 3
(13 rows)
Multiple vertices
max_depth
])
(seq,
depth,
start_vid,
node,
edge,
cost,
agg_cost)
- Example :
-
The Minimum Spanning Tree starting on vertices \(\{9, 6\}\) with \(depth \leq 3\)
SELECT * FROM pgr_primDFS(
'SELECT id, source, target, cost, reverse_cost FROM edges ORDER BY id',
ARRAY[9, 6], max_depth => 3);
seq depth start_vid node edge cost agg_cost
-----+-------+-----------+------+------+------+----------
1 0 6 6 -1 0 0
2 1 6 5 1 1 1
3 1 6 10 2 1 1
4 2 6 15 3 1 2
5 2 6 11 5 1 2
6 3 6 16 9 1 3
7 3 6 12 11 1 3
8 1 6 7 4 1 1
9 2 6 3 7 1 2
10 3 6 1 6 1 3
11 2 6 8 10 1 2
12 3 6 9 14 1 3
13 0 9 9 -1 0 0
14 1 9 8 14 1 1
15 2 9 7 10 1 2
16 3 9 6 4 1 3
17 3 9 3 7 1 3
(17 rows)
Parameters
Parameter |
Type |
Description |
---|---|---|
|
Edges SQL as described below. |
|
root vid |
|
Identifier of the root vertex of the tree.
|
root vids |
|
Array of identifiers of the root vertices.
|
Where:
- ANY-INTEGER :
-
SMALLINT, INTEGER, BIGINT
- ANY-NUMERIC :
-
SMALLINT, INTEGER, BIGINT, REAL, FLOAT, NUMERIC
DFS optional parameters
Parameter |
Type |
Default |
Description |
---|---|---|---|
|
|
\(9223372036854775807\) |
Upper limit of the depth of the tree.
|
Inner Queries
Edges SQL
Column |
Type |
Default |
Description |
---|---|---|---|
|
ANY-INTEGER |
Identifier of the edge. |
|
|
ANY-INTEGER |
Identifier of the first end point vertex of the edge. |
|
|
ANY-INTEGER |
Identifier of the second end point vertex of the edge. |
|
|
ANY-NUMERICAL |
Weight of the edge (
|
|
|
ANY-NUMERICAL |
-1 |
Weight of the edge (
|
Where:
- ANY-INTEGER :
-
SMALLINT
,INTEGER
,BIGINT
- ANY-NUMERICAL :
-
SMALLINT
,INTEGER
,BIGINT
,REAL
,FLOAT
Result Columns
Returns SET OF
(seq,
depth,
start_vid,
node,
edge,
cost,
agg_cost)
Parameter |
Type |
Description |
---|---|---|
|
|
Sequential value starting from \(1\) . |
|
|
Depth of the
|
|
|
Identifier of the root vertex. |
|
|
Identifier of
|
|
|
Identifier of the
|
|
|
Cost to traverse
|
|
|
Aggregate cost from
|
Where:
- ANY-INTEGER :
-
SMALLINT, INTEGER, BIGINT
- ANY-NUMERIC :
-
SMALLINT, INTEGER, BIGINT, REAL, FLOAT, NUMERIC
See Also
Indices and tables