Serialize and Deserialize N-ary Tree

本文介绍了一种N-ary树的序列化和反序列化算法,该算法将N-ary树转换为字符串形式以便存储或传输,并能从字符串重构原始树结构。文章提供了一个具体示例,展示了如何使用队列实现这一过程,同时强调了算法的无状态特性。

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Serialization is the process of converting a data structure or object into a sequence of bits so that it can be stored in a file or memory buffer, or transmitted across a network connection link to be reconstructed later in the same or another computer environment.

Design an algorithm to serialize and deserialize an N-ary tree. An N-ary tree is a rooted tree in which each node has no more than N children. There is no restriction on how your serialization/deserialization algorithm should work. You just need to ensure that an N-ary tree can be serialized to a string and this string can be deserialized to the original tree structure.

For example, you may serialize the following 3-ary tree

 

 

as [1 [3[5 6] 2 4]]. You do not necessarily need to follow this format, so please be creative and come up with different approaches yourself. 

Note:

  1. N is in the range of [1, 1000]
  2. Do not use class member/global/static variables to store states. Your serialize and deserialize algorithms should be stateless.

分析:下面这种方法

 1 /*
 2 // Definition for a Node.
 3 class Node {
 4     public int val;
 5     public List<Node> children;
 6  
 7     public Node() {}
 8  
 9     public Node(int _val,List<Node> _children) {
10         val = _val;
11         children = _children;
12     }
13 };
14 */
15 class Codec {
16  
17     // Encodes a tree to a single string.
18     public String serialize(Node root) {
19         if (root == null) return "";
20          
21         Queue<Node> que = new LinkedList<>();
22         StringBuilder sb = new StringBuilder();
23         sb.append(Integer.toString(root.val)).append(",#,");
24         que.add(root);
25          
26         while (!que.isEmpty()) {
27             Node node = que.poll();
28             for (Node n : node.children) {
29                 sb.append(Integer.toString(n.val)).append(",");
30                 que.add(n);
31             }
32             sb.append("#,");
33         }
34          
35         return sb.toString();
36     }
37  
38     // Decodes your encoded data to tree.
39     public Node deserialize(String data) {
40         if (data.length() == 0) return null;
41         String[] s = data.split(",");
42  
43         Queue<Node> que = new LinkedList<>();
44         Node root = new Node(Integer.parseInt(s[0]), new ArrayList<Node>());
45         que.add(root);
46         int i = 1;
47          
48         while (!que.isEmpty()) {
49             Node node = que.poll();
50             i++;
51             while (!s[i].equals("#")) {
52                 Node c = new Node(Integer.parseInt(s[i]), new ArrayList<>());
53                 node.children.add(c);
54                 que.add(c);
55                 i++;
56             }
57         }
58          
59         return root;
60     }
61 }
62  
63 // Your Codec object will be instantiated and called as such:
64 // Codec codec = new Codec();
65 // codec.deserialize(codec.serialize(root));

 

转载于:https://www.cnblogs.com/beiyeqingteng/p/11142272.html

在C#中,序列化(Serialize)和反序列化(Deserialize)是用于将对象转换为字节流或字符串,以便于存储或传输,以及将字节流或字符串转换回对象的过程。序列化通常用于将对象状态保存到文件、数据库或通过网络传输,而反序列化则用于从这些存储介质中恢复对象状态。 C# 提供了多种序列化技术,其中最常用的包括二进制序列化、XML序列化和JSON序列化。以下是每种序列化技术的简单介绍和示例: ### 二进制序列化 二进制序列化是将对象转换为二进制格式,以便于高效存储和传输。C# 提供了 `System.Runtime.Serialization.Formatters.Binary.BinaryFormatter` 类来实现二进制序列化。 ```csharp using System; using System.IO; using System.Runtime.Serialization.Formatters.Binary; [Serializable] public class Person { public string Name { get; set; } public int Age { get; set; } } public class BinarySerializationExample { public void Serialize(Person person, string filePath) { BinaryFormatter formatter = new BinaryFormatter(); using (FileStream stream = new FileStream(filePath, FileMode.Create)) { formatter.Serialize(stream, person); } } public Person Deserialize(string filePath) { BinaryFormatter formatter = new BinaryFormatter(); using (FileStream stream = new FileStream(filePath, FileMode.Open)) { return (Person)formatter.Deserialize(stream); } } } ``` ### XML序列化 XML序列化是将对象转换为XML格式。C# 提供了 `System.Xml.Serialization.XmlSerializer` 类来实现XML序列化。 ```csharp using System; using System.IO; using System.Xml.Serialization; public class Person { public string Name { get; set; } public int Age { get; set; } } public class XmlSerializationExample { public void Serialize(Person person, string filePath) { XmlSerializer serializer = new XmlSerializer(typeof(Person)); using (TextWriter writer = new StreamWriter(filePath)) { serializer.Serialize(writer, person); } } public Person Deserialize(string filePath) { XmlSerializer serializer = new XmlSerializer(typeof(Person)); using (TextReader reader = new StreamReader(filePath)) { return (Person)serializer.Deserialize(reader); } } } ``` ### JSON序列化 JSON序列化是将对象转换为JSON格式。C# 提供了 `System.Text.Json` 命名空间中的 `JsonSerializer` 类来实现JSON序列化。 ```csharp using System; using System.IO; using System.Text.Json; public class Person { public string Name { get; set; } public int Age { get; set; } } public class JsonSerializationExample { public void Serialize(Person person, string filePath) { JsonSerializerOptions options = new JsonSerializerOptions { WriteIndented = true }; string jsonString = JsonSerializer.Serialize(person, options); File.WriteAllText(filePath, jsonString); } public Person Deserialize(string filePath) { string jsonString = File.ReadAllText(filePath); return JsonSerializer.Deserialize<Person>(jsonString); } } ``` 通过这些示例,你可以看到C#中不同序列化技术的使用方法。选择哪种序列化技术取决于具体的需求和应用场景。
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