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* Retranslate the complete English edition from Simplified Chinese * Polish three English explanations after reader-focused review
183 lines
6.8 KiB
Zig
183 lines
6.8 KiB
Zig
// File: binary_search_tree.zig
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// Created Time: 2023-01-15
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// Author: codingonion (coderonion@gmail.com)
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const std = @import("std");
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const inc = @import("include");
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// Binary search tree
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pub fn BinarySearchTree(comptime T: type) type {
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return struct {
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const Self = @This();
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root: ?*inc.TreeNode(T) = null,
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mem_arena: ?std.heap.ArenaAllocator = null,
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mem_allocator: std.mem.Allocator = undefined, // Allocator
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// Initialize the allocator and build the tree from the array
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pub fn init(self: *Self, allocator: std.mem.Allocator, nums: []T) !void {
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if (self.mem_arena == null) {
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self.mem_arena = std.heap.ArenaAllocator.init(allocator);
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self.mem_allocator = self.mem_arena.?.allocator();
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}
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std.mem.sort(T, nums, {}, comptime std.sort.asc(T)); // Sort the array
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self.root = try self.buildTree(nums, 0, nums.len - 1); // Build the binary search tree
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}
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// Deinitialize the arena and release its memory
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pub fn deinit(self: *Self) void {
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if (self.mem_arena == null) return;
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self.mem_arena.?.deinit();
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}
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// Build the binary search tree
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fn buildTree(self: *Self, nums: []T, i: usize, j: usize) !?*inc.TreeNode(T) {
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if (i > j) return null;
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// Use the middle array element as the root value
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var mid = i + (j - i) / 2;
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var node = try self.mem_allocator.create(inc.TreeNode(T));
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node.init(nums[mid]);
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// Recursively build the left and right subtrees
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if (mid >= 1) node.left = try self.buildTree(nums, i, mid - 1);
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node.right = try self.buildTree(nums, mid + 1, j);
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return node;
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}
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// Get the root of the binary tree
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fn getRoot(self: *Self) ?*inc.TreeNode(T) {
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return self.root;
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}
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// Find a node
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fn search(self: *Self, num: T) ?*inc.TreeNode(T) {
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var cur = self.root;
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// Search while cur is not null
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while (cur != null) {
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// The target node lies in the right subtree of cur
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if (cur.?.val < num) {
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cur = cur.?.right;
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// The target node lies in the left subtree of cur
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} else if (cur.?.val > num) {
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cur = cur.?.left;
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// The target node was found; exit the loop
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} else {
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break;
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}
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}
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// Return the matching node, or null if no match was found
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return cur;
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}
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// Insert a node
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fn insert(self: *Self, num: T) !void {
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// If the tree is empty, allocate a root node
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if (self.root == null) {
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self.root = try self.mem_allocator.create(inc.TreeNode(T));
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return;
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}
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var cur = self.root;
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var pre: ?*inc.TreeNode(T) = null;
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// Search while cur is not null
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while (cur != null) {
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// Return immediately if a duplicate node is found
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if (cur.?.val == num) return;
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pre = cur;
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// The insertion position lies in the right subtree of cur
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if (cur.?.val < num) {
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cur = cur.?.right;
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// The insertion position lies in the left subtree of cur
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} else {
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cur = cur.?.left;
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}
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}
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// Insert a node
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var node = try self.mem_allocator.create(inc.TreeNode(T));
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node.init(num);
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if (pre.?.val < num) {
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pre.?.right = node;
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} else {
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pre.?.left = node;
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}
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}
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// Remove a node
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fn remove(self: *Self, num: T) void {
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// Return immediately if the tree is empty
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if (self.root == null) return;
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var cur = self.root;
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var pre: ?*inc.TreeNode(T) = null;
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// Search while cur is not null
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while (cur != null) {
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// The node to remove was found; exit the loop
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if (cur.?.val == num) break;
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pre = cur;
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// The node to remove lies in the right subtree of cur
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if (cur.?.val < num) {
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cur = cur.?.right;
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// The node to remove lies in the left subtree of cur
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} else {
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cur = cur.?.left;
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}
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}
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// Return immediately if the node to remove does not exist
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if (cur == null) return;
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// Number of children = 0 or 1
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if (cur.?.left == null or cur.?.right == null) {
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// With 0 or 1 child, child is null or the existing child, respectively
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var child = if (cur.?.left != null) cur.?.left else cur.?.right;
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// Remove node cur
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if (pre.?.left == cur) {
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pre.?.left = child;
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} else {
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pre.?.right = child;
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}
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// Number of children = 2
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} else {
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// Get the inorder successor of cur
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var tmp = cur.?.right;
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while (tmp.?.left != null) {
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tmp = tmp.?.left;
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}
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var tmp_val = tmp.?.val;
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// Recursively remove node tmp
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self.remove(tmp.?.val);
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// Replace the value of cur with the value of tmp
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cur.?.val = tmp_val;
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}
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}
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};
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}
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// Driver code
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pub fn main() !void {
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// Initialize the binary tree
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var nums = [_]i32{ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15 };
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var bst = BinarySearchTree(i32){};
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try bst.init(std.heap.page_allocator, &nums);
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defer bst.deinit();
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std.debug.print("Binary tree after initialization:\n", .{});
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try inc.PrintUtil.printTree(bst.getRoot(), null, false);
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// Find a node
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var node = bst.search(7);
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std.debug.print("\nFound node: {any}, node value = {}\n", .{node, node.?.val});
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// Insert a node
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try bst.insert(16);
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std.debug.print("\nBinary tree after inserting node 16:\n", .{});
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try inc.PrintUtil.printTree(bst.getRoot(), null, false);
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// Remove a node
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bst.remove(1);
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std.debug.print("\nBinary tree after removing node 1:\n", .{});
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try inc.PrintUtil.printTree(bst.getRoot(), null, false);
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bst.remove(2);
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std.debug.print("\nBinary tree after removing node 2:\n", .{});
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try inc.PrintUtil.printTree(bst.getRoot(), null, false);
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bst.remove(4);
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std.debug.print("\nBinary tree after removing node 4:\n", .{});
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try inc.PrintUtil.printTree(bst.getRoot(), null, false);
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_ = try std.io.getStdIn().reader().readByte();
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}
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