Created
January 30, 2018 00:01
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prim for MST
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def prim(nodes, edges): | |
conn = {} | |
for u, v, w in edges: | |
if u not in conn: | |
conn[u] = [(w,u,v)] | |
else: | |
conn[u].append((w, u, v)) | |
if v not in conn: | |
conn[v] = [(w,v,u)] | |
else: | |
conn[v].append((w, v, u)) | |
node = nodes[0] | |
usable_edges = conn[node] | |
heapq.heapify(usable_edges) | |
Q = set(node) | |
mst = [] | |
while len(usable_edges) > 0: | |
wt, from_node, to_node = heapq.heappop(usable_edges) | |
if to_node not in Q: | |
Q.add(to_node) | |
mst.append((from_node, to_node, wt)) | |
for edge in conn[to_node]: | |
ww, uu, vv = edge | |
if vv not in Q: | |
heapq.heappush(usable_edges, (ww, uu, vv)) | |
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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