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feat: Modern trie code with better memory management
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data_structure/trie_modern.cpp
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156
data_structure/trie_modern.cpp
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#include <iostream>
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#include <memory> // for std::shared_ptr<>
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#include <string> // for std::string class
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/**
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* A basic implementation of trie class to store only lower-case strings.
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* You can extend the implementation to all the ASCII characters by changing the
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* value of @ ALPHABETS to 128.
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*/
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class Trie {
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private:
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static constexpr size_t ALPHABETS = 26;
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/**
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* Structure of trie node.
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* This struct doesn't need a constructor as we are initializing using
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* intializer list which is more efficient than if we had done so with
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* constructor.
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*/
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struct TrieNode {
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// An array of pointers of size 26 which tells if a character of word is
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// present or not.
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std::shared_ptr<TrieNode> character[ALPHABETS]{nullptr};
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bool isEndOfWord{false};
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};
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/**
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* Function to check if a node has some children which can form words.
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* @param node whose character array of pointers need to be checked for
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* children.
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* @return if a child is found, it returns @ true, else it returns @ false.
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*/
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inline static bool hasChildren(std::shared_ptr<TrieNode> node) {
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for (size_t i = 0; i < ALPHABETS; i++) {
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if (node->character[i]) {
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return true;
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}
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}
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return false;
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}
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/**
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* A recursive helper function to remove a word from the trie. First, it
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* recursively traverses to the location of last character of word in the
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* trie. However, if the word is not found, the function returns a runtime
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* error. Upon successfully reaching the last character of word in trie, if
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* sets the isEndOfWord to false and deletes the node if and only if it has
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* no children, else it returns the current node.
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* @param word is the string which needs to be removed from trie.
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* @param curr is the current node we are at.
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* @param index is the index of the @word we are at.
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* @return if current node has childern, it returns @ curr, else it returns
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* nullptr. In case @ word is not found in the trie, the program stops and
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* gives a runtime error.
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*/
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std::shared_ptr<TrieNode> removeWordHelper(const std::string& word,
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std::shared_ptr<TrieNode> curr,
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size_t index) {
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if (word.size() == index) {
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if (curr->isEndOfWord) {
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curr->isEndOfWord = false;
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}
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if (hasChildren(curr)) {
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return curr;
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}
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return nullptr;
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}
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size_t idx = word[index] - 'a';
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// Throw a runtime error in case the user enters a word which is not
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// present in the trie.
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if (!curr->character[idx]) {
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throw std::runtime_error(std::move(std::string("Word not found.")));
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}
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curr->character[idx] =
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removeWordHelper(word, curr->character[idx], index + 1);
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// This if condition checks if the node has some childern.
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// The 1st if check, i.e. (curr->character[idx]) is checked specifically
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// because if the older string is a prefix of some other string, then,
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// there would be no need to check all 26 characters. Example- str1 =
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// abbey, str2 = abbex and we want to delete string "abbey", then in
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// this case, there would be no need to check all characters for the
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// chars a,b,b.
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if (curr->character[idx] || hasChildren(curr)) {
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return curr;
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}
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return nullptr;
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}
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public:
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// constructor to initialise the root of the trie.
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Trie() : m_root(std::make_shared<TrieNode>()){};
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/**
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* Insert a word into the trie.
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* @param word which needs to be inserted into the string.
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*/
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void insert(const std::string& word) {
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auto curr = m_root;
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for (char ch : word) {
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size_t index = ch - 'a';
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// if a node for current word is not already present in trie, create
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// a new node for it.
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if (!curr->character[index]) {
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curr->character[index] = std::make_shared<TrieNode>();
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}
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curr = curr->character[index];
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}
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curr->isEndOfWord = true;
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}
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/**
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* Search if a word is present in trie or not.
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* @param word which is needed to be searched in the trie.
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* @return if the word is found in the trie and isEndOfWord is set to true,
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* then it returns @ true, else it returns @ false.
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*/
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bool search(const std::string& word) {
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auto curr = m_root;
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for (char ch : word) {
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size_t index = ch - 'a';
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// if any node for a character is not found, then return that the
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// word cannot be formed.
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if (!curr->character[index]) {
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return false;
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}
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curr = curr->character[index];
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}
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return curr->isEndOfWord;
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}
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// Function to remove the word which calls the helper function.
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void removeWord(const std::string& word) {
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m_root = removeWordHelper(word, m_root, 0);
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}
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private:
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std::shared_ptr<TrieNode> m_root;
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};
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int main() {
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Trie trie;
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trie.insert("hel");
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trie.insert("hello");
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trie.removeWord("hel");
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std::cout << trie.search("hello") << '\n';
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return 0;
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}
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