搜索与给定模式的帮助字符串字符串数组

先决条件： Trie | (插入和搜索)

给定的字符串话[]和一个局部字符串str数组，则任务是从字符串的给定阵列查找给定形式str的字符串。

A partial string is a string with some missing characters. For Example: “..ta”, is a string of length 4 ending with “ta” and having two missing character at index 0 and 1.

例子：

Input: words[] = [“moon”, “soon”, “month”, “date”, “data”], str = “..on”
Output: [“moon”, “soon”]
Explanation:
“moon” and “soon” matches the given partial string “..on”

Input: words[] = [“date”, “data”, “month”], str = “d.t.”
Output: [“date”, “data”]
Explanation:
“date” and “data” matches the given partial string “d.t.”

方法：

特里节点的结构：想法是使用特里来解决给定的问题以下是特里的步骤和结构：

struct TrieNode 
{
     struct TrieNode* children[26];
     bool endOfWord;
};

下图说明了使用上面示例中给出的键构造trie

root
      /     |      \
     d      m       s
     |      |       |
     a      o       o
     |      |  \    |
     t      o   n   o
  /  |      |   |   |
 e   a      n   t   n
                |
                h

每个节点都是一个TrieNode ，其指针根据添加的单词指向后续子代。不存在字符的其他指针位置的值用NULL标记。 endOfWord由蓝色或叶节点表示。

脚步：

1. 使用addWord()方法将所有可用单词插入到trie结构中。
2. 要添加的单词的每个字符都作为单独的TrieNode插入。 children数组是26个TrieNode指针的数组。
3. 每个索引代表英文字母中的一个字符。如果添加了新单词，则对于每个字符，必须检查该字母的TrieNode指针是否存在，然后继续处理下一个字符，如果不存在，则创建一个新的TrieNode并使该指针指向该新节点并在此新节点上为下一个字符重复该过程。 endOfWord是由最后一个字符的TrieNode指针所指向的TrieNode发虚。
4. 为了搜索键，检查在字符标记的索引处是否存在TrieNode。如果存在，我们将向下移动分支，并对下一个字符重复该过程。类似地，如果是‘。’，则搜索部分字符串。找到后，我们将在children数组中查找所有可用的TrieNode指针，然后进一步处理由索引标识的每个字符，其位置为“。”。一次。
5. 如果指针位置在任何时候都为空，则返回找不到。在最后TrieNode为endOfWord否则检查，如有虚假，我们的回报没有找到，其他的字被发现。

下面是上述方法的实现：

C++

// C++ program for the above approach
#include 
using namespace std;
  
// Dictionary Class
class Dictionary {
public:
    // Initialize your data structure
    Dictionary* children[26];
    bool endOfWord;
  
    // Constructor
    Dictionary()
    {
        this->endOfWord = false;
        for (int i = 0; i < 26; i++) {
            this->children[i] = NULL;
        }
    }
  
    // Adds a word into a data structure
    void addWord(string word)
    {
        // Crawl pointer points the object
        // in reference
        Dictionary* pCrawl = this;
  
        // Traverse the given array of words
        for (int i = 0; i < word.length(); i++) {
            int index = word[i] - 'a';
            if (!pCrawl->children[index])
                pCrawl->children[index]
                    = new Dictionary();
  
            pCrawl = pCrawl->children[index];
        }
        pCrawl->endOfWord = true;
    }
  
    // Function that returns if the word
    // is in the data structure or not
  
    // A word can contain a dot character '.'
    // to represent any one letter
    void search(string word, bool& found,
                string curr_found = "",
                int pos = 0)
    {
        Dictionary* pCrawl = this;
  
        if (pos == word.length()) {
            if (pCrawl->endOfWord) {
                cout << "Found: "
                     << curr_found << "\n";
                found = true;
            }
            return;
        }
  
        if (word[pos] == '.') {
  
            // Iterate over every letter and
            // proceed further by replacing
            // the character in place of '.'
            for (int i = 0; i < 26; i++) {
                if (pCrawl->children[i]) {
                    pCrawl
                        ->children[i]
                        ->search(word,
                                 found,
                                 curr_found + char('a' + i),
                                 pos + 1);
                }
            }
        }
        else {
  
            // Check if pointer at character
            // position is available,
            // then proceed
            if (pCrawl->children[word[pos] - 'a']) {
                pCrawl
                    ->children[word[pos] - 'a']
                    ->search(word,
                             found,
                             curr_found + word[pos],
                             pos + 1);
            }
        }
        return;
    }
  
    // Utility function for search operation
    void searchUtil(string word)
    {
        Dictionary* pCrawl = this;
  
        cout << "\nSearching for \""
             << word << "\"\n";
        bool found = false;
        pCrawl->search(word, found);
        if (!found)
            cout << "No Word Found...!!\n";
    }
};
  
// Function that search the given pattern
void searchPattern(string arr[], int N,
                   string str)
{
    // Object of the class Dictionary
    Dictionary* obj = new Dictionary();
  
    for (int i = 0; i < N; i++) {
        obj->addWord(arr[i]);
    }
  
    // Search pattern
    obj->searchUtil(str);
}
  
// Driver Code
int main()
{
    // Given an array of words
    string arr[] = { "data", "date", "month" };
  
    int N = 3;
  
    // Given pattern
    string str = "d.t.";
  
    // Function Call
    searchPattern(arr, N, str);
}

输出：

Searching for "d.t."
Found: data
Found: date

时间复杂度： O(M * log(N))，其中N是字符串数，M是给定模式的长度
辅助空间： O(26 * M)