[LeetCode] Serialize and Deserialize Binary Tree 二叉樹的序列化和去序列化

 

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.

Credits:
Special thanks to @Louis1992 for adding this problem and creating all test cases.

 

這道題讓我們對二叉樹進行序列化和去序列化的操作。序列化就是將一個數據結構或物體轉化為一個位序列，可以存進一個文件或者內存緩沖器中，然后通過網絡連接在相同的或者另一個電腦環境中被還原，還原的過程叫做去序列化。現在讓我們來序列化和去序列化一個二叉樹，並給了我們例子。這題有兩種解法，分別為先序遍歷的遞歸解法和層序遍歷的非遞歸解法。先來看先序遍歷的遞歸解法，非常的簡單易懂，我們需要接入輸入和輸出字符串流istringstream和ostringstream，對於序列化，我們從根節點開始，如果節點存在，則將值存入輸出字符串流，然后分別對其左右子節點遞歸調用序列化函數即可。對於去序列化，我們先讀入第一個字符，以此生成一個根節點，然后再對根節點的左右子節點遞歸調用去序列化函數即可，參見代碼如下：

 

解法一：

class Codec {
public:
    // Encodes a tree to a single string.
    string serialize(TreeNode* root) {
        ostringstream out;
        serialize(root, out);
        return out.str();
    }
    // Decodes your encoded data to tree.
    TreeNode* deserialize(string data) {
        istringstream in(data);
        return deserialize(in);
    }
private:
    void serialize(TreeNode *root, ostringstream &out) {
        if (root) {
            out << root->val << ' ';
            serialize(root->left, out);
            serialize(root->right, out);
        } else {
            out << "# ";
        }
    }
    TreeNode* deserialize(istringstream &in) {
        string val;
        in >> val;
        if (val == "#") return nullptr;
        TreeNode *root = new TreeNode(stoi(val));
        root->left = deserialize(in);
        root->right = deserialize(in);
        return root;
    }
};

 

另一種方法是層序遍歷的非遞歸解法，這種方法略微復雜一些，我們需要借助queue來做，本質是BFS算法，也不是很難理解，就是BFS算法的常規套路稍作修改即可，參見代碼如下：

 

解法二：

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);
        queue<TreeNode*> q;
        string val;
        in >> val;
        TreeNode *res = new TreeNode(stoi(val)), *cur = res;
        q.push(cur);
        while (!q.empty()) {
            TreeNode *t = q.front(); q.pop();
            if (!(in >> val)) break;
            if (val != "#") {
                cur = new TreeNode(stoi(val));
                q.push(cur);
                t->left = cur;
            }
            if (!(in >> val)) break;
            if (val != "#") {
                cur = new TreeNode(stoi(val));
                q.push(cur);
                t->right = cur;
            }
        }
        return res;
    }
};

 

參考資料：

https://leetcode.com/problems/serialize-and-deserialize-binary-tree/

https://leetcode.com/problems/serialize-and-deserialize-binary-tree/discuss/74253/Easy-to-understand-Java-Solution

https://leetcode.com/problems/serialize-and-deserialize-binary-tree/discuss/74261/Easy-to-understand-java-solution

https://leetcode.com/problems/serialize-and-deserialize-binary-tree/discuss/74264/Short-and-straight-forward-BFS-Java-code-with-a-queue

 

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