Created
December 3, 2019 05:37
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import math | |
class Graph: | |
def __init__(self): | |
self.edges = [] | |
self.nodes = [] | |
def add_edge(self, key1, key2, w): | |
for node in self.nodes: | |
if node.key == key1: | |
n1 = node | |
elif node.key == key2: | |
n2 = node | |
n1.adj.append(Edge(n2, w)) | |
n2.adj.append(Edge(n1, w)) | |
n1.adj.sort(key=lambda e: e.w) | |
n2.adj.sort(key=lambda e: e.w) | |
def add_node(self, key): | |
self.nodes.append(Node(key)) | |
def find_shortest_dist(self, key1, key2): | |
for node in self.nodes: | |
node.visited = False | |
node.dist = math.inf | |
if node.key == key1: | |
n1 = node | |
elif node.key == key2: | |
n2 = node | |
n1.dist = 0 | |
self._traverse(n1) | |
return n2.dist | |
def find_shortest_path(self, key1, key2): | |
for node in self.nodes: | |
node.parent = None | |
node.visited = False | |
node.dist = math.inf | |
if node.key == key1: | |
n1 = node | |
elif node.key == key2: | |
n2 = node | |
n1.dist = 0 | |
self._traverse(n1, n2) | |
return n2 | |
def print_shortest_path(self, key1, key2): | |
node = self.find_shortest_path(key1, key2) | |
self._print_path(node) | |
print("DONE") | |
def _print_path(self, node): | |
if node.parent is not None: | |
self._print_path(node.parent) | |
print(node.key, end=" --> ") | |
def _traverse(self, node, target): | |
solved = [] | |
for n in self.nodes: | |
n.dist = math.inf | |
node.dist = 0 | |
while target not in solved: | |
cnode = min(self.nodes, key=lambda n: (n in solved, n.dist)) | |
for e in cnode.adj: | |
if e.n not in solved: | |
if cnode.dist + e.w < e.n.dist: | |
e.n.dist = cnode.dist + e.w | |
e.n.parent = cnode | |
solved.append(cnode) | |
class Edge: | |
def __init__(self, n, w): | |
self.n = n | |
self.w = w | |
class Node: | |
def __init__(self, key): | |
self.key = key | |
self.adj = [] | |
self.dist = math.inf | |
self.visited = False | |
self.parent = None | |
def __repr__(self): | |
return f"Node(key={self.key}, dist={self.dist})" | |
g = Graph() | |
for i in range(9): | |
g.add_node(i) | |
g.add_edge(0, 1, 4) | |
g.add_edge(1, 2, 8) | |
g.add_edge(2, 3, 7) | |
g.add_edge(3, 4, 9) | |
g.add_edge(4, 5, 10) | |
g.add_edge(5, 6, 2) | |
g.add_edge(6, 7, 1) | |
g.add_edge(7, 8, 7) | |
g.add_edge(7, 0, 8) | |
g.add_edge(1, 7, 11) | |
g.add_edge(6, 8, 6) | |
g.add_edge(2, 8, 2) | |
g.add_edge(2, 5, 4) | |
g.add_edge(3, 5, 14) | |
g.print_shortest_path(0, 8) |
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