|
| 1 | +import 'package:test/test.dart'; |
| 2 | + |
| 3 | +import '../../../linear/queue/queue.dart' as q; |
| 4 | +import 'binary_search_tree.dart'; |
| 5 | + |
| 6 | +extension BinaryTreeTraversalX on BinarySearchTree { |
| 7 | + /// Breadth-first Search (BFS) Pseudocode (Iteratively): |
| 8 | + /// - Create a queue (this can be an array) and a variable to store the values of nodes visited. |
| 9 | + /// - Place the root node in the queue. |
| 10 | + /// - Loop as long as there is anything in the queue: |
| 11 | + /// - Dequeue a node from the queue and push the value of the node into the variable that stores the nodes. |
| 12 | + /// - If there is a left property on the node dequeued - add it to the queue. |
| 13 | + /// - If there is a right property on the node dequeued - add it to the queue. |
| 14 | + /// - Return the variable that stores the values. |
| 15 | + List<num> bfs() { |
| 16 | + final List<num> data = []; |
| 17 | + final queue = q.Queue<Node<num>>(); |
| 18 | + if (root case final root?) queue.enqueue(root); |
| 19 | + |
| 20 | + Node<num> dequeuedNode; |
| 21 | + while (!queue.isEmpty) { |
| 22 | + dequeuedNode = queue.dequeue()!; |
| 23 | + data.add(dequeuedNode.value); |
| 24 | + if (dequeuedNode.left != null) queue.enqueue(dequeuedNode.left!); |
| 25 | + if (dequeuedNode.right != null) queue.enqueue(dequeuedNode.right!); |
| 26 | + } |
| 27 | + |
| 28 | + return data; |
| 29 | + } |
| 30 | + |
| 31 | + /// Depth-first Search (DFS) PreOrder Pseudocode (Recursively): |
| 32 | + /// - Create a variable to store the values of nodes visited. |
| 33 | + /// - Write a helper function which accepts a node: |
| 34 | + /// - Push the value of the node to the variable that stores the values. |
| 35 | + /// - If the node has a left property, call the helper function with the left property on the node. |
| 36 | + /// - If the node has a right property, call the helper function with the right property on the node. |
| 37 | + /// - Invoke the helper function with the current root. |
| 38 | + /// - Return the array of values. |
| 39 | + List<num> dfsPreOrder() { |
| 40 | + final List<num> data = []; |
| 41 | + _dfsPreOrderRecursive(data, root); |
| 42 | + return data; |
| 43 | + } |
| 44 | + |
| 45 | + void _dfsPreOrderRecursive(List<num> data, Node<num>? node) { |
| 46 | + if (node == null) return; |
| 47 | + data.add(node.value); |
| 48 | + if (node.left != null) _dfsPreOrderRecursive(data, node.left); |
| 49 | + if (node.right != null) _dfsPreOrderRecursive(data, node.right); |
| 50 | + } |
| 51 | + |
| 52 | + /// Depth-first Search (DFS) PostOrder Pseudocode (Recursively): |
| 53 | + /// - Create a variable to store the values of nodes visited. |
| 54 | + /// - Write a helper function which accepts a node: |
| 55 | + /// - If the node has a left property, call the helper function with the left property on the node. |
| 56 | + /// - If the node has a right property, call the helper function with the right property on the node. |
| 57 | + /// - Push the value of the node to the variable that stores the values. |
| 58 | + /// - Invoke the helper function with the current root. |
| 59 | + /// - Return the array of values. |
| 60 | + List<num> dfsPostOrder() { |
| 61 | + final List<num> data = []; |
| 62 | + _dfsPostOrderRecursive(data, root); |
| 63 | + return data; |
| 64 | + } |
| 65 | + |
| 66 | + void _dfsPostOrderRecursive(List<num> data, Node<num>? node) { |
| 67 | + if (node == null) return; |
| 68 | + if (node.left != null) _dfsPostOrderRecursive(data, node.left); |
| 69 | + if (node.right != null) _dfsPostOrderRecursive(data, node.right); |
| 70 | + data.add(node.value); |
| 71 | + } |
| 72 | + |
| 73 | + /// Depth-first Search (DFS) InOrder Pseudocode (Recursively): |
| 74 | + /// - Create a variable to store the values of nodes visited. |
| 75 | + /// - Write a helper function which accepts a node: |
| 76 | + /// - If the node has a left property, call the helper function with the left property on the node. |
| 77 | + /// - Push the value of the node to the variable that stores the values. |
| 78 | + /// - If the node has a right property, call the helper function with the right property on the node. |
| 79 | + /// - Invoke the helper function with the current root. |
| 80 | + /// - Return the array of values. |
| 81 | + List<num> dfsInOrder() { |
| 82 | + final List<num> data = []; |
| 83 | + _dfsInOrderRecursive(data, root); |
| 84 | + return data; |
| 85 | + } |
| 86 | + |
| 87 | + void _dfsInOrderRecursive(List<num> data, Node<num>? node) { |
| 88 | + if (node == null) return; |
| 89 | + if (node.left != null) _dfsInOrderRecursive(data, node.left); |
| 90 | + data.add(node.value); |
| 91 | + if (node.right != null) _dfsInOrderRecursive(data, node.right); |
| 92 | + } |
| 93 | +} |
| 94 | + |
| 95 | +void main() { |
| 96 | + test('breadthFirstSearch', () { |
| 97 | + final emptyTree = BinarySearchTree(); |
| 98 | + expect(emptyTree.bfs(), []); |
| 99 | + |
| 100 | + // 4 |
| 101 | + // 2 6 |
| 102 | + // 1 3 7 |
| 103 | + final tree = BinarySearchTree(); |
| 104 | + tree.insert(4); |
| 105 | + tree.insert(2); |
| 106 | + tree.insert(6); |
| 107 | + tree.insert(1); |
| 108 | + tree.insert(3); |
| 109 | + tree.insert(7); |
| 110 | + expect(tree.bfs(), [4, 2, 6, 1, 3, 7]); |
| 111 | + }); |
| 112 | + |
| 113 | + test('dfsPreOrder', () { |
| 114 | + final emptyTree = BinarySearchTree(); |
| 115 | + expect(emptyTree.dfsPreOrder(), []); |
| 116 | + |
| 117 | + // 4 |
| 118 | + // 2 6 |
| 119 | + // 1 3 7 |
| 120 | + final tree = BinarySearchTree(); |
| 121 | + tree.insert(4); |
| 122 | + tree.insert(2); |
| 123 | + tree.insert(6); |
| 124 | + tree.insert(1); |
| 125 | + tree.insert(3); |
| 126 | + tree.insert(7); |
| 127 | + expect(tree.dfsPreOrder(), [4, 2, 1, 3, 6, 7]); |
| 128 | + }); |
| 129 | + |
| 130 | + test('dfsPostOrder', () { |
| 131 | + final emptyTree = BinarySearchTree(); |
| 132 | + expect(emptyTree.dfsPostOrder(), []); |
| 133 | + |
| 134 | + // 4 |
| 135 | + // 2 6 |
| 136 | + // 1 3 7 |
| 137 | + final tree = BinarySearchTree(); |
| 138 | + tree.insert(4); |
| 139 | + tree.insert(2); |
| 140 | + tree.insert(6); |
| 141 | + tree.insert(1); |
| 142 | + tree.insert(3); |
| 143 | + tree.insert(7); |
| 144 | + expect(tree.dfsPostOrder(), [1, 3, 2, 7, 6, 4]); |
| 145 | + }); |
| 146 | + |
| 147 | + test('dfsInOrder', () { |
| 148 | + final emptyTree = BinarySearchTree(); |
| 149 | + expect(emptyTree.dfsInOrder(), []); |
| 150 | + |
| 151 | + // 4 |
| 152 | + // 2 6 |
| 153 | + // 1 3 7 |
| 154 | + final tree = BinarySearchTree(); |
| 155 | + tree.insert(4); |
| 156 | + tree.insert(2); |
| 157 | + tree.insert(6); |
| 158 | + tree.insert(1); |
| 159 | + tree.insert(3); |
| 160 | + tree.insert(7); |
| 161 | + expect(tree.dfsInOrder(), [1, 2, 3, 4, 6, 7]); |
| 162 | + }); |
| 163 | +} |
0 commit comments