Lintcode---二叉树的序列化和反序列化
设计一个算法,并编写代码来序列化和反序列化二叉树。将树写入一个文件被称为“序列化”,读取文件后重建同样的二叉树被称为“反序列化”。
如何反序列化或序列化二叉树是没有限制的,你只需要确保可以将二叉树序列化为一个字符串,并且可以将字符串反序列化为原来的树结构。
注意事项
There is no limit of how you deserialize or serialize a binary tree, LintCode will take your output ofserialize as the input of deserialize, it won't check the result of serialize.
样例
给出一个测试数据样例, 二叉树{3,9,20,#,#,15,7},表示如下的树结构:
3
/ \
9 20
/ \
15 7
我们的数据是进行BFS遍历得到的。当你测试结果wrong answer时,你可以作为输入调试你的代码。
你可以采用其他的方法进行序列化和反序列化。
思路:在这里使用先根遍历来实现;
本题目难点在于,里面穿插关于字符串和整数间的互相转换。
在序列化时,空节点的表示,不同节点值之间的分割。
在反序列化时,字符串每个字符遍历时的控制条件和操作,以及将字符串转换为整数;
参考:http://blog.csdn.net/waltonhuang/article/details/51979479
/**
* Definition of TreeNode:
* class TreeNode {
* public:
* int val;
* TreeNode *left, *right;
* TreeNode(int val) {
* this->val = val;
* this->left = this->right = NULL;
* }
* }
*/
class Solution {
public:
/**
* This method will be invoked first, you should design your own algorithm
* to serialize a binary tree which denote by a root node to a string which
* can be easily deserialized by your own "deserialize" method later.
*/
/*
思路:感觉上用BFS更容易解决,在这里使用先根遍历来实现;
参考:http://blog.csdn.net/waltonhuang/article/details/51979479
本题目难点在于,里面穿插关于字符串和整数间的互相转换。
在序列化时,空节点的表示,不同节点值之间的分割。
在反序列化时,字符串每个字符遍历时的控制条件和操作,以及将字符串转换为整数;
*/
string serialize(TreeNode *root) {
// write your code here
string s = "";
writeTree(s, root);
return s;
}
void writeTree(string &s, TreeNode* root){
if (root == NULL){
s += "# ";
return;
}
s += (to_string(root->val) + ' ');
writeTree(s, root->left);
writeTree(s, root->right);
}
/**
* This method will be invoked second, the argument data is what exactly
* you serialized at method "serialize", that means the data is not given by
* system, it's given by your own serialize method. So the format of data is
* designed by yourself, and deserialize it here as you serialize it in
* "serialize" method.
*/
TreeNode *deserialize(string data) {
// write your code here
int pos = 0;
return readTree(data, pos);
}
TreeNode* readTree(string data, int& pos){
if (data[pos] == '#'){
pos += 2;
return NULL;
}
int nownum = 0;
while (data[pos] != ' '){
//这里' '是为了分离不同的数字;
nownum = nownum * 10 + (data[pos] - '0');
pos++;
}
pos++;
TreeNode* nowNode = new TreeNode(nownum);
nowNode->left = readTree(data, pos);
nowNode->right = readTree(data, pos);
return nowNode;
}
};
层次遍历方法:
/**
* Definition of TreeNode:
* class TreeNode {
* public:
* int val;
* TreeNode *left, *right;
* TreeNode(int val) {
* this->val = val;
* this->left = this->right = NULL;
* }
* }
*/
class Solution {
public:
/**
* This method will be invoked first, you should design your own algorithm
* to serialize a binary tree which denote by a root node to a string which
* can be easily deserialized by your own "deserialize" method later.
*/
string serialize(TreeNode* root) {
string res;
queue<TreeNode*> que;
que.push(root);
while(!que.empty()){
int siz=que.size();
while(siz--){
TreeNode* cur=que.front();
que.pop();
if(cur==nullptr){
res+="nullptr,";
}else{
string str_val=to_string(cur->val)+",";
res+=str_val;
que.push(cur->left);
que.push(cur->right);
}
}
}
return res;
}
/**
* This method will be invoked second, the argument data is what exactly
* you serialized at method "serialize", that means the data is not given by
* system, it's given by your own serialize method. So the format of data is
* designed by yourself, and deserialize it here as you serialize it in
* "serialize" method.
*/
TreeNode* deserialize(string data) {
stringstream s(data);
string str_node;
queue<TreeNode*> que;
getline(s,str_node,',');
TreeNode* root;
if(str_node=="nullptr"){
return nullptr;
}else{
int inte_node=stoi(str_node);
root=new TreeNode(inte_node);
que.push(root);
}
while(!que.empty()){
int siz=que.size();
while(siz--){
TreeNode* cur=que.front();
que.pop();
if(cur!=nullptr){
string str_left,str_right;
if(getline(s,str_left,',') && str_left!="nullptr"){
TreeNode* l=new TreeNode(stoi(str_left));
que.push(l);
cur->left=l;
}
if(getline(s,str_right,',') && str_right!="nullptr"){
TreeNode* r=new TreeNode(stoi(str_right));
que.push(r);
cur->right=r;
}
}
}
}
return root;
}
};
/**
* Definition of TreeNode:
* class TreeNode {
* public:
* int val;
* TreeNode *left, *right;
* TreeNode(int val) {
* this->val = val;
* this->left = this->right = NULL;
* }
* }
*/
class Solution {
public:
/**
* This method will be invoked first, you should design your own algorithm
* to serialize a binary tree which denote by a root node to a string which
* can be easily deserialized by your own "deserialize" method later.
*/
string serialize(TreeNode* root) {
string res;
queue<TreeNode*> que;
que.push(root);
while(!que.empty()){
int siz=que.size();
while(siz--){
TreeNode* cur=que.front();
que.pop();
if(cur==nullptr){
res+="nullptr,";
}else{
string str_val=to_string(cur->val)+",";
res+=str_val;
que.push(cur->left);
que.push(cur->right);
}
}
}
return res;
}
/**
* This method will be invoked second, the argument data is what exactly
* you serialized at method "serialize", that means the data is not given by
* system, it's given by your own serialize method. So the format of data is
* designed by yourself, and deserialize it here as you serialize it in
* "serialize" method.
*/
TreeNode* deserialize(string data) {
//这里使用stringstream和getline完成了了对字符串的切分
stringstream s(data);
string str_node;
queue<TreeNode*> que;
getline(s,str_node,',');
TreeNode* root;
if(str_node=="nullptr"){
return nullptr;
}else{
//如果不是nullptr,stoi()字符串转整数
int inte_node=stoi(str_node);
//创建根节点,并加入队列
root=new TreeNode(inte_node);
que.push(root);
}
while(!que.empty()){
int siz=que.size();
while(siz--){
TreeNode* cur=que.front();
que.pop();
if(cur!=nullptr){
string str_left,str_right;
//继续判断下一个字符串是否为nullptr,如果不是,加入队列,创建左子节点,并用根节点指向他,
if(getline(s,str_left,',') && str_left!="nullptr"){
TreeNode* l=new TreeNode(stoi(str_left));
que.push(l);
cur->left=l;
}
if(getline(s,str_right,',') && str_right!="nullptr"){
TreeNode* r=new TreeNode(stoi(str_right));
que.push(r);
cur->right=r;
}
}
}
}
return root;
}
};
序列化时,可以根据前、中、后、层次等遍历方式将结果存下来,但是反序列化需要根据序列化的结果来进行树的构造。

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