|
| 1 | +r""" |
| 2 | +Problem: Given root of a binary tree, return the: |
| 3 | +1. binary-tree-right-side-view |
| 4 | +2. binary-tree-left-side-view |
| 5 | +3. binary-tree-top-side-view |
| 6 | +4. binary-tree-bottom-side-view |
| 7 | +""" |
| 8 | + |
| 9 | +from __future__ import annotations |
| 10 | + |
| 11 | +from collections import defaultdict |
| 12 | +from dataclasses import dataclass |
| 13 | + |
| 14 | + |
| 15 | +@dataclass |
| 16 | +class TreeNode: |
| 17 | + val: int |
| 18 | + left: TreeNode | None = None |
| 19 | + right: TreeNode | None = None |
| 20 | + |
| 21 | + |
| 22 | +def make_tree() -> TreeNode: |
| 23 | + """ |
| 24 | + >>> make_tree().val |
| 25 | + 3 |
| 26 | + """ |
| 27 | + return TreeNode(3, TreeNode(9), TreeNode(20, TreeNode(15), TreeNode(7))) |
| 28 | + |
| 29 | + |
| 30 | +def binary_tree_right_side_view(root: TreeNode) -> list[int]: |
| 31 | + r""" |
| 32 | + Function returns the right side view of binary tree. |
| 33 | +
|
| 34 | + 3 <- 3 |
| 35 | + / \ |
| 36 | + 9 20 <- 20 |
| 37 | + / \ |
| 38 | + 15 7 <- 7 |
| 39 | +
|
| 40 | + >>> binary_tree_right_side_view(make_tree()) |
| 41 | + [3, 20, 7] |
| 42 | + >>> binary_tree_right_side_view(None) |
| 43 | + [] |
| 44 | + """ |
| 45 | + |
| 46 | + def depth_first_search( |
| 47 | + root: TreeNode | None, depth: int, right_view: list[int] |
| 48 | + ) -> None: |
| 49 | + """ |
| 50 | + A depth first search preorder traversal to append the values at |
| 51 | + right side of tree. |
| 52 | + """ |
| 53 | + if not root: |
| 54 | + return |
| 55 | + |
| 56 | + if depth == len(right_view): |
| 57 | + right_view.append(root.val) |
| 58 | + |
| 59 | + depth_first_search(root.right, depth + 1, right_view) |
| 60 | + depth_first_search(root.left, depth + 1, right_view) |
| 61 | + |
| 62 | + right_view: list = [] |
| 63 | + if not root: |
| 64 | + return right_view |
| 65 | + |
| 66 | + depth_first_search(root, 0, right_view) |
| 67 | + return right_view |
| 68 | + |
| 69 | + |
| 70 | +def binary_tree_left_side_view(root: TreeNode) -> list[int]: |
| 71 | + r""" |
| 72 | + Function returns the left side view of binary tree. |
| 73 | +
|
| 74 | + 3 -> 3 |
| 75 | + / \ |
| 76 | + 9 -> 9 20 |
| 77 | + / \ |
| 78 | + 15 -> 15 7 |
| 79 | +
|
| 80 | + >>> binary_tree_left_side_view(make_tree()) |
| 81 | + [3, 9, 15] |
| 82 | + >>> binary_tree_left_side_view(None) |
| 83 | + [] |
| 84 | + """ |
| 85 | + |
| 86 | + def depth_first_search( |
| 87 | + root: TreeNode | None, depth: int, left_view: list[int] |
| 88 | + ) -> None: |
| 89 | + """ |
| 90 | + A depth first search preorder traversal to append the values |
| 91 | + at left side of tree. |
| 92 | + """ |
| 93 | + if not root: |
| 94 | + return |
| 95 | + |
| 96 | + if depth == len(left_view): |
| 97 | + left_view.append(root.val) |
| 98 | + |
| 99 | + depth_first_search(root.left, depth + 1, left_view) |
| 100 | + depth_first_search(root.right, depth + 1, left_view) |
| 101 | + |
| 102 | + left_view: list = [] |
| 103 | + if not root: |
| 104 | + return left_view |
| 105 | + |
| 106 | + depth_first_search(root, 0, left_view) |
| 107 | + return left_view |
| 108 | + |
| 109 | + |
| 110 | +def binary_tree_top_side_view(root: TreeNode) -> list[int]: |
| 111 | + r""" |
| 112 | + Function returns the top side view of binary tree. |
| 113 | +
|
| 114 | + 9 3 20 7 |
| 115 | + ⬇ ⬇ ⬇ ⬇ |
| 116 | +
|
| 117 | + 3 |
| 118 | + / \ |
| 119 | + 9 20 |
| 120 | + / \ |
| 121 | + 15 7 |
| 122 | +
|
| 123 | + >>> binary_tree_top_side_view(make_tree()) |
| 124 | + [9, 3, 20, 7] |
| 125 | + >>> binary_tree_top_side_view(None) |
| 126 | + [] |
| 127 | + """ |
| 128 | + |
| 129 | + def breadth_first_search(root: TreeNode, top_view: list[int]) -> None: |
| 130 | + """ |
| 131 | + A breadth first search traversal with defaultdict ds to append |
| 132 | + the values of tree from top view |
| 133 | + """ |
| 134 | + queue = [(root, 0)] |
| 135 | + lookup = defaultdict(list) |
| 136 | + |
| 137 | + while queue: |
| 138 | + first = queue.pop(0) |
| 139 | + node, hd = first |
| 140 | + |
| 141 | + lookup[hd].append(node.val) |
| 142 | + |
| 143 | + if node.left: |
| 144 | + queue.append((node.left, hd - 1)) |
| 145 | + if node.right: |
| 146 | + queue.append((node.right, hd + 1)) |
| 147 | + |
| 148 | + for pair in sorted(lookup.items(), key=lambda each: each[0]): |
| 149 | + top_view.append(pair[1][0]) |
| 150 | + |
| 151 | + top_view: list = [] |
| 152 | + if not root: |
| 153 | + return top_view |
| 154 | + |
| 155 | + breadth_first_search(root, top_view) |
| 156 | + return top_view |
| 157 | + |
| 158 | + |
| 159 | +def binary_tree_bottom_side_view(root: TreeNode) -> list[int]: |
| 160 | + r""" |
| 161 | + Function returns the bottom side view of binary tree |
| 162 | +
|
| 163 | + 3 |
| 164 | + / \ |
| 165 | + 9 20 |
| 166 | + / \ |
| 167 | + 15 7 |
| 168 | + ↑ ↑ ↑ ↑ |
| 169 | + 9 15 20 7 |
| 170 | +
|
| 171 | + >>> binary_tree_bottom_side_view(make_tree()) |
| 172 | + [9, 15, 20, 7] |
| 173 | + >>> binary_tree_bottom_side_view(None) |
| 174 | + [] |
| 175 | + """ |
| 176 | + from collections import defaultdict |
| 177 | + |
| 178 | + def breadth_first_search(root: TreeNode, bottom_view: list[int]) -> None: |
| 179 | + """ |
| 180 | + A breadth first search traversal with defaultdict ds to append |
| 181 | + the values of tree from bottom view |
| 182 | + """ |
| 183 | + queue = [(root, 0)] |
| 184 | + lookup = defaultdict(list) |
| 185 | + |
| 186 | + while queue: |
| 187 | + first = queue.pop(0) |
| 188 | + node, hd = first |
| 189 | + lookup[hd].append(node.val) |
| 190 | + |
| 191 | + if node.left: |
| 192 | + queue.append((node.left, hd - 1)) |
| 193 | + if node.right: |
| 194 | + queue.append((node.right, hd + 1)) |
| 195 | + |
| 196 | + for pair in sorted(lookup.items(), key=lambda each: each[0]): |
| 197 | + bottom_view.append(pair[1][-1]) |
| 198 | + |
| 199 | + bottom_view: list = [] |
| 200 | + if not root: |
| 201 | + return bottom_view |
| 202 | + |
| 203 | + breadth_first_search(root, bottom_view) |
| 204 | + return bottom_view |
| 205 | + |
| 206 | + |
| 207 | +if __name__ == "__main__": |
| 208 | + import doctest |
| 209 | + |
| 210 | + doctest.testmod() |
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