leetcode 297. Serialize and Deserialize Binary Tree 二叉树的序列化和反序列化 + 深度优先遍历DFS
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 a binary tree. There is no restriction on how your serialization/deserialization algorithm should work. You just need to ensure that a binary 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 tree
1
/ \
2 3
/ \
4 5
as “[1,2,3,null,null,4,5]”, just the same as how LeetCode OJ serializes a binary tree. You do not necessarily need to follow this format, so please be creative and come up with different approaches yourself.
Note: Do not use class member/global/static variables to store states. Your serialize and deserialize algorithms should be stateless.
题意很简答,就是完成二叉树的序列化和反序列化,序列化很容易错,也就是二叉树的遍历;对于反序列化,也就是把一个字符串转化为一个二叉树,这个还是用同样的思想去做,看了网上的一个答案,才明白原来是这么的简单。
先序遍历的递归解法和层序遍历的非递归解法。先来看先序遍历的递归解法,非常的简单易懂,我们需要接入输入和输出字符串流istringstream和ostringstream,对于序列化,我们从根节点开始,如果节点存在,则将值存入输出字符串流,然后分别对其左右子节点递归调用序列化函数即可。对于去序列化,我们先读入第一个字符,以此生成一个根节点,然后再对根节点的左右子节点递归调用去序列化函数即可,参见代码如下:
建议和leetcode 331. Verify Preorder Serialization of a Binary Tree 二叉树的前序序列验证 和 leetcode 654. Maximum Binary Tree 构造最大二叉树 一起学习
建议和leetcode 105. Construct Binary Tree from Preorder and Inorder Traversal 中前序构造BST 和 leetcode 106. Construct Binary Tree from Inorder and Postorder Traversal 中后序构造BST 和leetcode 449. Serialize and Deserialize BST 二叉搜索树BST的序列化和反序列化一起学习,疑问做法感觉类似
代码如下:
import java.util.Collections;
import java.util.LinkedList;
import java.util.Queue;
/*class TreeNode
{
int val;
TreeNode left;
TreeNode right;
TreeNode(int x) { val = x; }
}
*/
/*
* 这个序列化和反序列化就是通过中序来实现
* 要记着这么做
* */
public class Codec
{
private final String delimiter = ",";
private final String nullNode = "#";
// Encodes a tree to a single string.
public String serialize(TreeNode root)
{
StringBuilder builder=new StringBuilder();
serialize(root,builder);
return builder.toString();
}
/*
* 中序遍历得到序列化的值
* */
private void serialize(TreeNode root, StringBuilder builder)
{
if(root==null)
builder.append(nullNode).append(delimiter);
else
{
builder.append(root.val).append(delimiter);
serialize(root.left, builder);
serialize(root.right, builder);
}
}
// Decodes your encoded data to tree.
public TreeNode deserialize(String data)
{
if(data==null || data.length()<=0)
return null;
String[] tmp = data.split(delimiter);
Queue<String> queue=new LinkedList<>();
Collections.addAll(queue, tmp);
TreeNode root=deserialize(queue);
return root;
}
private TreeNode deserialize(Queue<String> queue)
{
if(queue==null || queue.size()<=0)
return null;
String one=queue.poll();
if(one.equals(nullNode))
return null;
else
{
TreeNode root=new TreeNode(Integer.parseInt(one));
root.left=deserialize(queue);
root.right=deserialize(queue);
return root;
}
}
}
// Your Codec object will be instantiated and called as such:
// Codec codec = new Codec();
// codec.deserialize(codec.serialize(root));
下面是C++的做法,这道题十分的棒们很值得学习
代码如下:
#include <iostream>
#include <vector>
#include <map>
#include <unordered_map>
#include <set>
#include <unordered_set>
#include <queue>
#include <stack>
#include <string>
#include <climits>
#include <algorithm>
#include <sstream>
#include <functional>
#include <bitset>
#include <numeric>
#include <cmath>
#include <regex>
using namespace std;
/*
struct TreeNode
{
int val;
TreeNode *left;
TreeNode *right;
TreeNode(int x) : val(x), left(NULL), right(NULL) {}
};
*/
class Codec
{
public:
// Encodes a tree to a single string.
string serialize(TreeNode* root)
{
stringstream ss;
dfs1(ss,root);
return ss.str();
}
void dfs1(stringstream &ss,TreeNode* root)
{
if (root == NULL)
ss << "#" << " ";
else
{
ss << root->val << " ";
dfs1(ss,root->left);
dfs1(ss,root->right);
}
}
// Decodes your encoded data to tree.
TreeNode* deserialize(string data)
{
stringstream ss(data);
return dfs2(ss);
}
TreeNode* dfs2(stringstream &ss)
{
string one = "";
ss >> one;
if (one == "#")
return NULL;
else
{
TreeNode* root = new TreeNode(stoi(one));
root->left = dfs2(ss);
root->right = dfs2(ss);
return root;
}
}
};
// Your Codec object will be instantiated and called as such:
// Codec codec;
// codec.deserialize(codec.serialize(root));
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