Created
November 22, 2013 14:50
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from collections import defaultdict | |
from heapq import * | |
def prim( nodes, edges ): | |
conn = defaultdict( list ) | |
for n1,n2,c in edges: | |
conn[ n1 ].append( (c, n1, n2) ) | |
conn[ n2 ].append( (c, n2, n1) ) | |
mst = [] | |
used = set( nodes[ 0 ] ) | |
usable_edges = conn[ nodes[0] ][:] | |
heapify( usable_edges ) | |
while usable_edges: | |
cost, n1, n2 = heappop( usable_edges ) | |
if n2 not in used: | |
used.add( n2 ) | |
mst.append( ( n1, n2, cost ) ) | |
for e in conn[ n2 ]: | |
if e[ 2 ] not in used: | |
heappush( usable_edges, e ) | |
return mst | |
#test | |
nodes = list("ABCDEFG") | |
edges = [ ("A", "B", 7), ("A", "D", 5), | |
("B", "C", 8), ("B", "D", 9), ("B", "E", 7), | |
("C", "E", 5), | |
("D", "E", 15), ("D", "F", 6), | |
("E", "F", 8), ("E", "G", 9), | |
("F", "G", 11)] | |
print "prim:", prim( nodes, edges ) |
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