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| 1 | +# Kruskal's algorithm in Python |
| 2 | + |
| 3 | +class Graph: |
| 4 | + def __init__(self, vertices): |
| 5 | + self.V = vertices |
| 6 | + self.graph = [] |
| 7 | + |
| 8 | + def add_edge(self, u, v, w): |
| 9 | + self.graph.append([u, v, w]) |
| 10 | + |
| 11 | + # Search function |
| 12 | + |
| 13 | + def find(self, parent, i): |
| 14 | + if parent[i] == i: |
| 15 | + return i |
| 16 | + return self.find(parent, parent[i]) |
| 17 | + |
| 18 | + def apply_union(self, parent, rank, x, y): |
| 19 | + xroot = self.find(parent, x) |
| 20 | + yroot = self.find(parent, y) |
| 21 | + if rank[xroot] < rank[yroot]: |
| 22 | + parent[xroot] = yroot |
| 23 | + elif rank[xroot] > rank[yroot]: |
| 24 | + parent[yroot] = xroot |
| 25 | + else: |
| 26 | + parent[yroot] = xroot |
| 27 | + rank[xroot] += 1 |
| 28 | + |
| 29 | + # Applying Kruskal algorithm |
| 30 | + def kruskal_algo(self): |
| 31 | + result = [] |
| 32 | + i, e = 0, 0 |
| 33 | + self.graph = sorted(self.graph, key=lambda item: item[2]) |
| 34 | + parent = [] |
| 35 | + rank = [] |
| 36 | + for node in range(self.V): |
| 37 | + parent.append(node) |
| 38 | + rank.append(0) |
| 39 | + while e < self.V - 1: |
| 40 | + u, v, w = self.graph[i] |
| 41 | + i = i + 1 |
| 42 | + x = self.find(parent, u) |
| 43 | + y = self.find(parent, v) |
| 44 | + if x != y: |
| 45 | + e = e + 1 |
| 46 | + result.append([u, v, w]) |
| 47 | + self.apply_union(parent, rank, x, y) |
| 48 | + for u, v, weight in result: |
| 49 | + print("%d - %d: %d" % (u, v, weight)) |
| 50 | + |
| 51 | + |
| 52 | +g = Graph(6) |
| 53 | +g.add_edge(0, 1, 4) |
| 54 | +g.add_edge(0, 2, 4) |
| 55 | +g.add_edge(1, 2, 2) |
| 56 | +g.add_edge(1, 0, 4) |
| 57 | +g.add_edge(2, 0, 4) |
| 58 | +g.add_edge(2, 1, 2) |
| 59 | +g.add_edge(2, 3, 3) |
| 60 | +g.add_edge(2, 5, 2) |
| 61 | +g.add_edge(2, 4, 4) |
| 62 | +g.add_edge(3, 2, 3) |
| 63 | +g.add_edge(3, 4, 3) |
| 64 | +g.add_edge(4, 2, 4) |
| 65 | +g.add_edge(4, 3, 3) |
| 66 | +g.add_edge(5, 2, 2) |
| 67 | +g.add_edge(5, 4, 3) |
| 68 | +g.kruskal_algo() |
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