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kruskals.py
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68 lines (59 loc) · 1.79 KB
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class DisjointSet:
def __init__(self, n):
self.parent = list(range(n))
self.rank = [0] * n
def find(self, u):
if self.parent[u] != u:
self.parent[u] = self.find(self.parent[u]) # Path compression
return self.parent[u]
def union(self, u, v):
rootU = self.find(u)
rootV = self.find(v)
if rootU != rootV:
if self.rank[rootU] < self.rank[rootV]:
self.parent[rootU] = rootV
elif self.rank[rootU] > self.rank[rootV]:
self.parent[rootV] = rootU
else:
self.parent[rootV] = rootU
self.rank[rootU] += 1
return True
return False
class Graph:
def __init__(self, vertices):
self.V = vertices
self.edges = [] # Each edge: (weight, u, v)
def add_edge(self, u, v, w):
self.edges.append((w, u, v))
def kruskal(self):
self.edges.sort()
ds = DisjointSet(self.V)
mst = []
total_weight = 0
for w, u, v in self.edges:
if ds.union(u, v): # If no cycle formed
mst.append((u, v, w))
total_weight += w
print("Edges in the MST:")
for u, v, w in mst:
print(f"{u} -- {v} == {w}")
print("Total weight of MST:", total_weight)
# Example usage:
if __name__ == "__main__":
g = Graph(6)
g.add_edge(0, 1, 4)
g.add_edge(0, 2, 4)
g.add_edge(1, 2, 2)
g.add_edge(1, 0, 4)
g.add_edge(2, 0, 4)
g.add_edge(2, 1, 2)
g.add_edge(2, 3, 3)
g.add_edge(2, 5, 2)
g.add_edge(2, 4, 4)
g.add_edge(3, 2, 3)
g.add_edge(3, 4, 3)
g.add_edge(4, 2, 4)
g.add_edge(4, 3, 3)
g.add_edge(5, 2, 2)
g.add_edge(5, 4, 3)
g.kruskal()