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  • [LeetCode] Serialize and Deserialize BST 二叉搜索树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 search tree. There is no restriction on how your serialization/deserialization algorithm should work. You just need to ensure that a binary search tree can be serialized to a string and this string can be deserialized to the original tree structure.

    The encoded string should be as compact as possible.

    Note: Do not use class member/global/static variables to store states. Your serialize and deserialize algorithms should be stateless.

    这道题让我们对二叉搜索树序列化和去序列化,跟之前那道Serialize and Deserialize Binary Tree极其相似,虽然题目中说编码成的字符串要尽可能的紧凑,但是我们并没有发现跟之前那题有何不同,而且也没有看到能够利用BST性质的方法,姑且就按照之前题目的解法来写吧:

    解法一:

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

    另一种方法是层序遍历的非递归解法,这种方法略微复杂一些,我们需要借助queue来做,本质是BFS算法,也不是很难理解,就是BFS算法的常规套路稍作修改即可,参见代码如下:

    解法二:

    class Codec {
    public:
    
        // Encodes a tree to a single string.
        string serialize(TreeNode* root) {
            if (!root) return "";
            ostringstream os;
            queue<TreeNode*> q;
            q.push(root);
            while (!q.empty()) {
                TreeNode *t = q.front(); q.pop();
                if (t) {
                os << t->val << " ";
                q.push(t->left);
                q.push(t->right);
                } else {
                    os << "# ";
                }
            }
            return os.str();
        }
    
        // Decodes your encoded data to tree.
        TreeNode* deserialize(string data) {
            if (data.empty()) return NULL;
            istringstream is(data);
            queue<TreeNode*> q;
            string val = "";
            is >> val;
            TreeNode *res = new TreeNode(stoi(val)), *cur = res;
            q.push(cur);
            while (!q.empty()) {
                TreeNode *t = q.front(); q.pop();
                if (!(is >> val)) break;
                if (val != "#") {
                    cur = new TreeNode(stoi(val));
                    q.push(cur);
                    t->left = cur;
                }
                if (!(is >> val)) break;
                if (val != "#") {
                    cur = new TreeNode(stoi(val));
                    q.push(cur);
                    t->right = cur;
                }
            }
            return res;
        }
    };

    类似题目:

    Serialize and Deserialize Binary Tree

    Find Duplicate Subtrees

    Serialize and Deserialize N-ary Tree

    参考资料:

    https://leetcode.com/problems/serialize-and-deserialize-bst

    https://leetcode.com/problems/serialize-and-deserialize-bst/discuss/93260/easy-bfs-java

    LeetCode All in One 题目讲解汇总(持续更新中...)

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  • 原文地址:https://www.cnblogs.com/grandyang/p/6224510.html
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