297. Serialize and Deserialize Binary Tree (Hard)
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.
Solution 1: DFS pre-order recursive
version 1: using stringstream 29ms
class Codec {
public:
// Encodes a tree to a single string.
string serialize(TreeNode* root) {
if (!root) return "#";
// pre-order traverse
return to_string(root->val)+" "+serialize(root->left)+" "+serialize(root->right);
}
// Decodes your encoded data to tree.
TreeNode* deserialize(string data) {
istringstream in(data);
return deserialize(in);
}
private:
TreeNode* deserialize(istringstream &in) {
string val;
in >> val;
if (val == "#") return NULL;
TreeNode* node = new TreeNode(stoi(val));
node->left = deserialize(in);
node->right = deserialize(in);
return node;
}
};
version 2: using string 85ms
/**
* Definition for a binary tree node.
* 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) {
if (!root) return "#";
return to_string(root->val)+" "+serialize(root->left)+" "+serialize(root->right);
}
// Decodes your encoded data to tree.
TreeNode* deserialize(string data) {
return buildtree(data);
}
TreeNode* buildtree(string& s) {
if (s[0] == '#') {
if (s.size() > 1) s = s.substr(2);
return NULL;
}
TreeNode* node = new TreeNode(helper(s));
node->left = buildtree(s);
node->right = buildtree(s);
return node;
}
int helper(string& s) {
int pos = s.find(' ');
int val = stoi(s.substr(0,pos));
s = s.substr(pos+1);
return val;
}
};
// Your Codec object will be instantiated and called as such:
// Codec codec;
// codec.deserialize(codec.serialize(root));
Solution 2: BFS iterative
class Codec {
public:
// Encodes a tree to a single string.
string serialize(TreeNode* root) {
ostringstream out;
queue<TreeNode*> q;
if (root) q.push(root);
while (!q.empty()) {
TreeNode* t = q.front(); q.pop();
if (t) {
out << t->val << " ";
q.push(t->left);
q.push(t->right);
} else {
out << "# ";
}
}
return out.str();
}
// Decodes your encoded data to tree.
TreeNode* deserialize(string data) {
if (data.empty()) return nullptr;
istringstream in(data);
string val; in >> val;
TreeNode* res = new TreeNode(stoi(val));
queue<TreeNode*> q; q.push(res);
TreeNode* cur = res;
while (!q.empty() && in >> val) {
TreeNode* t = q.front(); q.pop();
if (val != "#") {
cur = new TreeNode(stoi(val));
q.push(cur); t->left = cur;
}
in >> val;
if (val != "#") {
cur = new TreeNode(stoi(val));
q.push(cur); t->right = cur;
}
}
return res;
}
};
// Your Codec object will be instantiated and called as such:
// Codec codec;
// codec.deserialize(codec.serialize(root));