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2 Commits
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7375ac157c
| Author | SHA1 | Date | |
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| 7375ac157c | |||
| f7512a5b34 |
102
binary_search_tree.py
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102
binary_search_tree.py
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class Node:
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def __init__(self, key):
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self.key = key
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self.left = None
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self.right = None
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# Inorder traversal
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def inorder(root):
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if root is not None:
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# Traverse left
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inorder(root.left)
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# Traverse root
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print(str(root.key) + "->", end=' ')
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# Traverse right
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inorder(root.right)
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# Insert a node
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def insert(node, key):
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# Return a new node if the tree is empty
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if node is None:
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return Node(key)
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# Traverse to the right place and insert the node
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if key < node.key:
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node.left = insert(node.left, key)
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else:
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node.right = insert(node.right, key)
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return node
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# Find the inorder successor
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def minValueNode(node):
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current = node
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# Find the leftmost leaf
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while(current.left is not None):
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current = current.left
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return current
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# Deleting a node
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def deleteNode(root, key):
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# Return if the tree is empty
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if root is None:
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return root
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# Find the node to be deleted
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if key < root.key:
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root.left = deleteNode(root.left, key)
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elif(key > root.key):
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root.right = deleteNode(root.right, key)
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else:
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# If the node is with only one child or no child
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if root.left is None:
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temp = root.right
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root = None
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return temp
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elif root.right is None:
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temp = root.left
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root = None
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return temp
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# If the node has two children,
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# place the inorder successor in position of the node to be deleted
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temp = minValueNode(root.right)
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root.key = temp.key
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# Delete the inorder successor
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root.right = deleteNode(root.right, temp.key)
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return root
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root = None
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root = insert(root, 9)
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root = insert(root, 3)
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root = insert(root, 2)
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root = insert(root, 4)
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root = insert(root, 7)
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root = insert(root, 10)
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root = insert(root, 15)
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root = insert(root, 5)
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print("Inorder traversal: ", end=' ')
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inorder(root)
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print("\nDelete 10")
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root = deleteNode(root, 10)
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print("Inorder traversal: ", end=' ')
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inorder(root)
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46
binary_tree.py
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46
binary_tree.py
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@ -0,0 +1,46 @@
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class Node:
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def __init__(self, key):
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self.left = None
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self.right = None
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self.val = key
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# Traverse preorder
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def traversePreOrder(self):
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print(self.val, end=' ')
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if self.left:
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self.left.traversePreOrder()
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if self.right:
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self.right.traversePreOrder()
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# Traverse inorder
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def traverseInOrder(self):
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if self.left:
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self.left.traverseInOrder()
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print(self.val, end=' ')
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if self.right:
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self.right.traverseInOrder()
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# Traverse postorder
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def traversePostOrder(self):
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if self.left:
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self.left.traversePostOrder()
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if self.right:
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self.right.traversePostOrder()
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print(self.val, end=' ')
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root = Node(5)
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root.left = Node(6)
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root.right = Node(7)
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root.left.left = Node(8)
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print("Preorder Traversal: ", end="")
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root.traversePreOrder()
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print("\nInorder Traversal: ", end="")
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root.traverseInOrder()
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print("\nPostorder Traversal: ", end="")
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root.traversePostOrder()
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40
graph.py
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40
graph.py
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class Graph:
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def __init__(self):
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self.graph = {}
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def add_vertex(self, vertex):
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if vertex not in self.graph:
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self.graph[vertex] = []
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else:
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print(f"Vertex {vertex} already exists.")
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def add_edge(self, vertex1, vertex2, length:int):
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if vertex1 in self.graph and vertex2 in self.graph:
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self.graph[vertex1].append(vertex2)
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self.graph[vertex2].append(vertex1)
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self.length = length
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else:
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print("One or both vertices not found.")
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def display(self):
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for vertex in self.graph:
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print(f'{vertex}: {self.graph[vertex]} : {self.length}' )
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# Example usage
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if __name__ == "__main__":
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g = Graph()
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# Adding vertices
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g.add_vertex("A")
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g.add_vertex("B")
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g.add_vertex("C")
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g.add_vertex("D")
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# Adding edges
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g.add_edge("A", "B", 10)
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g.add_edge("A", "C", 5)
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g.add_edge("B", "D", 30)
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g.add_edge("C", "D", 11)
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# Display the graph
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g.display()
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90
graph_with_edge_lengths.py
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90
graph_with_edge_lengths.py
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@ -0,0 +1,90 @@
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import heapq
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class Graph:
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def __init__(self):
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self.graph = {} # adjacency list
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self.edge_lengths = {} # edge length dictionary
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def add_vertex(self, vertex):
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if vertex not in self.graph:
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self.graph[vertex] = []
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else:
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print(f"Vertex {vertex} already exists.")
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def add_edge(self, vertex1, vertex2, length: float):
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if vertex1 in self.graph and vertex2 in self.graph:
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self.graph[vertex1].append(vertex2)
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self.graph[vertex2].append(vertex1)
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# Store edge length using a frozenset to avoid duplicates
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self.edge_lengths[frozenset([vertex1, vertex2])] = length
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else:
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print("One or both vertices not found.")
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def display(self):
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print("Adjacency List:")
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for vertex in self.graph:
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print(f'{vertex}: {self.graph[vertex]}')
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print("\nEdge Lengths:")
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for edge, length in self.edge_lengths.items():
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v1, v2 = tuple(edge)
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print(f'{v1} - {v2}: {length}')
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def dijkstra(self, start, end):
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distances = {vertex: float('inf') for vertex in self.graph}
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distances[start] = 0
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previous = {vertex: None for vertex in self.graph}
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queue = [(0, start)]
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while queue:
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current_distance, current_vertex = heapq.heappop(queue)
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if current_vertex == end:
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break
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for neighbor in self.graph[current_vertex]:
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edge = frozenset([current_vertex, neighbor])
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weight = self.edge_lengths.get(edge, float('inf'))
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distance = current_distance + weight
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if distance < distances[neighbor]:
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distances[neighbor] = distance
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previous[neighbor] = current_vertex
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heapq.heappush(queue, (distance, neighbor))
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# Reconstruct path
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path = []
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current = end
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while current:
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path.insert(0, current)
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current = previous[current]
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print(f"Shortest path from {start} to {end}: {' -> '.join(path)} with length {distances[end]}")
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# Example usage
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g = Graph()
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# City node abbreviations
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A = "San Tan Valley"
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B = "Phoenix"
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C = "Globe"
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D = "Mesa"
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E = "Florence"
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# Adding nodes to graph
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g.add_vertex(A)
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g.add_vertex(B)
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g.add_vertex(C)
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g.add_vertex(D)
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g.add_vertex(E)
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# Adding edges to graph
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g.add_edge(A, B, 34)
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g.add_edge(A, C, 47)
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g.add_edge(B, D, 18.8)
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g.add_edge(C, D, 13)
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g.add_edge(B, E, 63)
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g.display()
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g.dijkstra(A, D)
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