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copy zig codes of chapter_array_and_linkedlist and chapter_computatio… (#319)
* copy zig codes of chapter_array_and_linkedlist and chapter_computational_complexity to markdown files * Update time_complexity.md --------- Co-authored-by: Yudong Jin <krahets@163.com>
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@ -643,7 +643,29 @@ $$
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=== "Zig"
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```zig title="space_complexity.zig"
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// 常数阶
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fn constant(n: i32) void {
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// 常量、变量、对象占用 O(1) 空间
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const a: i32 = 0;
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var b: i32 = 0;
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var nums = [_]i32{0}**10000;
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var node = inc.ListNode(i32){.val = 0};
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var i: i32 = 0;
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// 循环中的变量占用 O(1) 空间
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while (i < n) : (i += 1) {
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var c: i32 = 0;
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_ = c;
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}
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// 循环中的函数占用 O(1) 空间
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i = 0;
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while (i < n) : (i += 1) {
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_ = function();
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}
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_ = a;
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_ = b;
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_ = nums;
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_ = node;
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}
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```
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### 线性阶 $O(n)$
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@ -781,7 +803,28 @@ $$
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=== "Zig"
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```zig title="space_complexity.zig"
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// 线性阶
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fn linear(comptime n: i32) !void {
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// 长度为 n 的数组占用 O(n) 空间
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var nums = [_]i32{0}**n;
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// 长度为 n 的列表占用 O(n) 空间
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var nodes = std.ArrayList(i32).init(std.heap.page_allocator);
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defer nodes.deinit();
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var i: i32 = 0;
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while (i < n) : (i += 1) {
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try nodes.append(i);
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}
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// 长度为 n 的哈希表占用 O(n) 空间
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var map = std.AutoArrayHashMap(i32, []const u8).init(std.heap.page_allocator);
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defer map.deinit();
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var j: i32 = 0;
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while (j < n) : (j += 1) {
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const string = try std.fmt.allocPrint(std.heap.page_allocator, "{d}", .{j});
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defer std.heap.page_allocator.free(string);
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try map.put(i, string);
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}
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_ = nums;
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}
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```
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以下递归函数会同时存在 $n$ 个未返回的 `algorithm()` 函数,使用 $O(n)$ 大小的栈帧空间。
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@ -877,7 +920,12 @@ $$
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=== "Zig"
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```zig title="space_complexity.zig"
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// 线性阶(递归实现)
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fn linearRecur(comptime n: i32) void {
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std.debug.print("递归 n = {}\n", .{n});
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if (n == 1) return;
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linearRecur(n - 1);
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}
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```
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@ -1000,7 +1048,22 @@ $$
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=== "Zig"
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```zig title="space_complexity.zig"
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// 平方阶
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fn quadratic(n: i32) !void {
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// 二维列表占用 O(n^2) 空间
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var nodes = std.ArrayList(std.ArrayList(i32)).init(std.heap.page_allocator);
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defer nodes.deinit();
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var i: i32 = 0;
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while (i < n) : (i += 1) {
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var tmp = std.ArrayList(i32).init(std.heap.page_allocator);
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defer tmp.deinit();
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var j: i32 = 0;
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while (j < n) : (j += 1) {
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try tmp.append(0);
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}
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try nodes.append(tmp);
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}
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}
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```
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在以下递归函数中,同时存在 $n$ 个未返回的 `algorithm()` ,并且每个函数中都初始化了一个数组,长度分别为 $n, n-1, n-2, ..., 2, 1$ ,平均长度为 $\frac{n}{2}$ ,因此总体使用 $O(n^2)$ 空间。
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@ -1103,7 +1166,13 @@ $$
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=== "Zig"
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```zig title="space_complexity.zig"
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// 平方阶(递归实现)
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fn quadraticRecur(comptime n: i32) i32 {
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if (n <= 0) return 0;
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var nums = [_]i32{0}**n;
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std.debug.print("递归 n = {} 中的 nums 长度 = {}\n", .{n, nums.len});
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return quadraticRecur(n - 1);
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}
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```
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@ -1217,7 +1286,15 @@ $$
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=== "Zig"
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```zig title="space_complexity.zig"
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// 指数阶(建立满二叉树)
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fn buildTree(mem_allocator: std.mem.Allocator, n: i32) !?*inc.TreeNode(i32) {
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if (n == 0) return null;
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const root = try mem_allocator.create(inc.TreeNode(i32));
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root.init(0);
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root.left = try buildTree(mem_allocator, n - 1);
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root.right = try buildTree(mem_allocator, n - 1);
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return root;
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}
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```
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