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prim.py
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class Graph:
def __init__(self):
self.edge = []
self.vertex = []
self.vertex_num = 0
def add_node(self, node):
if node not in self.vertex:
self.vertex.append(node)
self.vertex_num += 1
def add_edge(self, vertex1, vertex2, weight):
self.edge.append([vertex1, vertex2, weight])
def prim(self):
mst = {}
visited = []
edges = self.edge
visited.append(self.vertex[0])
while len(visited) < self.vertex_num:
min_edge = []
for edge in edges:
if list(set(edge) & set(visited)) and len(list(set(edge) & set(visited))) < 2:
if not min_edge or min_edge[2] > edge[2]:
min_edge = edge
mst[(min_edge[0], min_edge[1])] = min_edge[2]
if min_edge[0] not in visited:
visited.append(min_edge[0])
if min_edge[1] not in visited:
visited.append(min_edge[1])
edges.remove(min_edge)
return mst
g = Graph()
for node in ['A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I']:
g.add_node(node)
g.add_edge('A', 'B', 4)
g.add_edge('A', 'I', 8)
g.add_edge('B', 'I', 11)
g.add_edge('B', 'C', 8)
g.add_edge('C', 'D', 7)
g.add_edge('C', 'F', 4)
g.add_edge('C', 'H', 2)
g.add_edge('D', 'E', 9)
g.add_edge('D', 'F', 3)
g.add_edge('F', 'E', 10)
g.add_edge('F', 'G', 2)
g.add_edge('H', 'G', 6)
g.add_edge('I', 'H', 7)
g.add_edge('I', 'G', 1)
mst = g.prim()
print 'MST =', mst
total_weight = 0
for w in mst.values():
total_weight += w
print 'Total Edge Weight =', total_weight