trie_example.C

Go to the documentation of this file.

 
/*
                          Aleph_w
 
  Data structures & Algorithms
  version 2.0.0b
  https://github.com/lrleon/Aleph-w
 
  This file is part of Aleph-w library
 
  Copyright (c) 2002-2026 Leandro Rabindranath Leon
 
  Permission is hereby granted, free of charge, to any person obtaining a copy
  of this software and associated documentation files (the "Software"), to deal
  in the Software without restriction, including without limitation the rights
  to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
  copies of the Software, and to permit persons to whom the Software is
  furnished to do so, subject to the following conditions:
 
  The above copyright notice and this permission notice shall be included in all
  copies or substantial portions of the Software.
 
  THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
  IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
  FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
  AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
  LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
  OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
  SOFTWARE.
*/
 
 
#include <iostream>
#include <iomanip>
#include <string>
#include <vector>
#include <chrono>
#include <prefix-tree.H>
#include <tclap/CmdLine.h>
 
using namespace std;
using namespace Aleph;
 
void demo_basic_operations()
{
  cout << "\n" << string(60, '=') << endl;
  cout << "Trie: Basic Operations" << endl;
  cout << string(60, '=') << endl;
  
  Cnode root('\0');  // Root with sentinel character
  
  cout << "\n--- Insertion ---" << endl;
  
  vector<string> words = {"cat", "car", "card", "care", "careful", "cart"};
  
  cout << "Inserting words with common prefix 'ca':" << endl;
  for (const auto& word : words)
  {
    bool inserted = root.insert_word(word);
    cout << "  " << word << " -> " << (inserted ? "inserted" : "exists") << endl;
  }
  
  // Try inserting duplicates
  cout << "\nTrying to insert duplicate:" << endl;
  cout << "  cat -> " << (root.insert_word("cat") ? "inserted" : "already exists") << endl;
  
  cout << "\n--- Search ---" << endl;
  
  vector<string> to_find = {"cat", "car", "care", "cap", "dog"};
  cout << "Searching for words:" << endl;
  for (const auto& word : to_find)
  {
    bool found = root.contains(word);
    cout << "  " << word << " -> " << (found ? "FOUND" : "not found") << endl;
  }
  
  cout << "\n--- Statistics ---" << endl;
  cout << "Total words stored: " << root.count() << endl;
  
  cout << "\n--- All Words ---" << endl;
  cout << "Words in lexicographic order:" << endl;
  auto all_words = root.words();
  for (size_t i = 0; i < all_words.size(); ++i)
  {
    string word = all_words[i];
    cout << "  " << (i + 1) << ". " << word << endl;
  }
  
  root.destroy();
}
 
void demo_prefix_search()
{
  cout << "\n" << string(60, '=') << endl;
  cout << "Prefix Search: Autocomplete Feature" << endl;
  cout << string(60, '=') << endl;
  
  Cnode root('\0');
  
  // Build a dictionary
  vector<string> dictionary = {
    "apple", "application", "apply", "approach",
    "apt", "aptitude",
    "banana", "band", "bandana", "bank", "banner",
    "car", "card", "care", "careful", "careless", "career",
    "cart", "cartoon", "carton"
  };
  
  cout << "\nBuilding dictionary with " << dictionary.size() << " words..." << endl;
  for (const auto& word : dictionary)
    root.insert_word(word);
  
  cout << "\n--- Prefix Search Demo ---" << endl;
  
  vector<string> prefixes = {"app", "ban", "car", "cart", "xyz"};
  
  for (const auto& prefix : prefixes)
  {
    cout << "\nPrefix '" << prefix << "' matches:" << endl;
    
    auto matches = root.words_with_prefix(prefix);
    
    if (matches.size() == 0)
      cout << "  (no matches)" << endl;
    else
    {
      for (size_t i = 0; i < matches.size(); ++i)
      {
        string match = matches[i];
        cout << "  - " << match << endl;
      }
    }
  }
  
  cout << "\n--- Simulating Autocomplete ---" << endl;
  
  string input = "c";
  cout << "\nTyping simulation (showing suggestions):" << endl;
  
  while (input.length() <= 4)
  {
    auto suggestions = root.words_with_prefix(input);
    cout << "  User types: '" << input << "'" << endl;
    cout << "    Suggestions (" << suggestions.size() << " matches): ";
    
    size_t shown = 0;
    for (size_t i = 0; i < suggestions.size() and shown < 5; ++i, ++shown)
    {
      if (i > 0) cout << ", ";
      string s = suggestions[i];
      cout << s;
    }
    if (suggestions.size() > 5)
      cout << " ...(" << (suggestions.size() - 5) << " more)";
    cout << endl;
    
    // Simulate user typing more
    if (input == "c") input = "ca";
    else if (input == "ca") input = "car";
    else if (input == "car") input = "care";
    else break;
  }
  
  root.destroy();
}
 
void demo_spell_checker()
{
  cout << "\n" << string(60, '=') << endl;
  cout << "Practical Example: Simple Spell Checker" << endl;
  cout << string(60, '=') << endl;
  
  Cnode root('\0');
  
  // Build dictionary
  vector<string> dictionary = {
    "program", "programming", "programmer", "progress", "project",
    "computer", "compute", "computing", "computation",
    "algorithm", "algorithms", "algorithmic",
    "data", "database", "datum",
    "structure", "structures", "structural",
    "the", "they", "them", "there", "their", "these",
    "hello", "help", "helper", "helpful"
  };
  
  cout << "Loading dictionary with " << dictionary.size() << " words..." << endl;
  for (const auto& word : dictionary)
    root.insert_word(word);
  
  cout << "\n--- Spell Check Demo ---" << endl;
  
  vector<string> to_check = {"program", "progam", "algoritm", "helllo", "data", "computer"};
  
  for (const auto& word : to_check)
  {
    cout << "\nChecking: '" << word << "'" << endl;
    
    if (root.contains(word))
    {
      cout << "  Status: Correct!" << endl;
    }
    else
    {
      cout << "  Status: Not found - might be misspelled" << endl;
      
      // Simple suggestion: words with same prefix
      for (size_t prefixLen = word.length() - 1; prefixLen >= 2; --prefixLen)
      {
        string prefix = word.substr(0, prefixLen);
        auto suggestions = root.words_with_prefix(prefix);
        
        if (suggestions.size() > 0)
        {
          cout << "  Did you mean: ";
          size_t shown = 0;
          for (size_t i = 0; i < suggestions.size() and shown < 3; ++i, ++shown)
          {
            if (i > 0) cout << ", ";
            string s = suggestions[i];
            cout << s;
          }
          cout << "?" << endl;
          break;
        }
      }
    }
  }
  
  root.destroy();
}
 
void demo_command_autocomplete()
{
  cout << "\n" << string(60, '=') << endl;
  cout << "Practical Example: Shell Command Autocomplete" << endl;
  cout << string(60, '=') << endl;
  
  Cnode root('\0');
  
  // Common shell commands
  vector<string> commands = {
    "cd", "ls", "pwd", "mkdir", "rmdir", "rm", "cp", "mv",
    "cat", "less", "more", "head", "tail",
    "grep", "find", "locate", "which", "whereis",
    "chmod", "chown", "chgrp",
    "ps", "top", "htop", "kill", "killall",
    "ssh", "scp", "sftp",
    "git", "gitk", "github",
    "make", "cmake", "gcc", "g++", "gdb",
    "python", "python3", "pip", "pip3",
    "apt", "apt-get", "apt-cache"
  };
  
  cout << "Loading " << commands.size() << " shell commands..." << endl;
  for (const auto& cmd : commands)
    root.insert_word(cmd);
  
  cout << "\n--- Tab Completion Simulation ---" << endl;
  
  vector<string> partial_inputs = {"g", "gi", "apt", "ch", "py"};
  
  for (const auto& input : partial_inputs)
  {
    cout << "\n$ " << input << "<TAB>" << endl;
    
    auto completions = root.words_with_prefix(input);
    
    if (completions.size() == 0)
      cout << "  (no completions)" << endl;
    else if (completions.size() == 1)
    {
      string c = completions[0];
      cout << "  -> " << c << " (unique match)" << endl;
    }
    else
    {
      cout << "  Possible completions: ";
      for (size_t i = 0; i < completions.size(); ++i)
      {
        if (i > 0) cout << "  ";
        string c = completions[i];
        cout << c;
      }
      cout << endl;
    }
  }
  
  root.destroy();
}
 
void demo_trie_structure()
{
  cout << "\n" << string(60, '=') << endl;
  cout << "Trie Structure Visualization" << endl;
  cout << string(60, '=') << endl;
  
  Cnode root('\0');
  
  vector<string> words = {"cat", "car", "card"};
  
  cout << "\nInserting: ";
  for (size_t i = 0; i < words.size(); ++i)
  {
    if (i > 0) cout << ", ";
    cout << words[i];
    root.insert_word(words[i]);
  }
  cout << endl;
  
  cout << "\nTrie structure:" << endl;
  cout << "             root" << endl;
  cout << "               |" << endl;
  cout << "               c" << endl;
  cout << "               |" << endl;
  cout << "               a" << endl;
  cout << "              /|" << endl;
  cout << "             t r ($=end)" << endl;
  cout << "             |  |" << endl;
  cout << "             $ ($) d" << endl;
  cout << "                  |" << endl;
  cout << "                  $" << endl;
  cout << endl;
  cout << "Words: cat, car, card" << endl;
  cout << "Notice how 'c', 'a' are shared!" << endl;
  
  cout << "\nTree string representation: " << root.to_str() << endl;
  
  root.destroy();
}
 
void demo_performance(int n)
{
  cout << "\n" << string(60, '=') << endl;
  cout << "Performance Analysis (n = " << n << " words)" << endl;
  cout << string(60, '=') << endl;
  
  Cnode root('\0');
  
  // Generate random-ish words
  vector<string> words;
  words.reserve(n);
  
  vector<string> prefixes = {"pre", "post", "un", "re", "in", "ex", "sub", "super", "anti", "auto"};
  vector<string> roots = {"act", "form", "port", "ject", "duct", "spect", "scrib", "struct", "mit", "vers"};
  vector<string> suffixes = {"ion", "ment", "ness", "able", "ible", "ful", "less", "ive", "ous", "al"};
  
  for (int i = 0; i < n; ++i)
  {
    string word = prefixes[i % prefixes.size()] + 
                  roots[(i / prefixes.size()) % roots.size()] +
                  suffixes[(i / (prefixes.size() * roots.size())) % suffixes.size()];
    // Add some variation
    if (i % 3 == 0) word += "ed";
    if (i % 5 == 0) word += "ly";
    if (i % 7 == 0) word += "ing";
    words.push_back(word);
  }
  
  cout << "\nGenerated " << words.size() << " words for testing" << endl;
  
  // Insertion benchmark
  auto start = chrono::high_resolution_clock::now();
  
  for (const auto& word : words)
    root.insert_word(word);
  
  auto mid = chrono::high_resolution_clock::now();
  
  // Search benchmark
  int found = 0;
  for (const auto& word : words)
    if (root.contains(word)) ++found;
  
  auto end = chrono::high_resolution_clock::now();
  
  auto insert_us = chrono::duration_cast<chrono::microseconds>(mid - start).count();
  auto search_us = chrono::duration_cast<chrono::microseconds>(end - mid).count();
  
  cout << "\nResults:" << endl;
  cout << "  Words in trie: " << root.count() << endl;
  cout << "  Insert time: " << insert_us << " us" << endl;
  cout << "  Search time: " << search_us << " us" << endl;
  cout << "  Found: " << found << "/" << words.size() << endl;
  
  // Prefix search benchmark
  start = chrono::high_resolution_clock::now();
  
  size_t total_matches = 0;
  for (const auto& prefix : prefixes)
  {
    auto matches = root.words_with_prefix(prefix);
    total_matches += matches.size();
  }
  
  end = chrono::high_resolution_clock::now();
  
  auto prefix_us = chrono::duration_cast<chrono::microseconds>(end - start).count();
  
  cout << "\nPrefix search (10 prefixes):" << endl;
  cout << "  Time: " << prefix_us << " us" << endl;
  cout << "  Total matches: " << total_matches << endl;
  
  root.destroy();
}
 
int main(int argc, char* argv[])
{
  try
  {
    TCLAP::CmdLine cmd("Trie (Prefix Tree) Example", ' ', "1.0");
    
    TCLAP::ValueArg<int> nArg("n", "count",
      "Number of words for performance test", false, 1000, "int");
    TCLAP::SwitchArg basicArg("b", "basic",
      "Show basic operations", false);
    TCLAP::SwitchArg prefixArg("p", "prefix",
      "Show prefix search / autocomplete", false);
    TCLAP::SwitchArg spellArg("s", "spell",
      "Show spell checker example", false);
    TCLAP::SwitchArg cmdArg("c", "commands",
      "Show command autocomplete example", false);
    TCLAP::SwitchArg structArg("t", "structure",
      "Show trie structure visualization", false);
    TCLAP::SwitchArg perfArg("f", "performance",
      "Run performance analysis", false);
    TCLAP::SwitchArg allArg("a", "all",
      "Run all demos", false);
    
    cmd.add(nArg);
    cmd.add(basicArg);
    cmd.add(prefixArg);
    cmd.add(spellArg);
    cmd.add(cmdArg);
    cmd.add(structArg);
    cmd.add(perfArg);
    cmd.add(allArg);
    
    cmd.parse(argc, argv);
    
    int n = nArg.getValue();
    bool runBasic = basicArg.getValue();
    bool runPrefix = prefixArg.getValue();
    bool runSpell = spellArg.getValue();
    bool runCmd = cmdArg.getValue();
    bool runStruct = structArg.getValue();
    bool runPerf = perfArg.getValue();
    bool runAll = allArg.getValue();
    
    if (not runBasic and not runPrefix and not runSpell and 
        not runCmd and not runStruct and not runPerf)
      runAll = true;
    
    cout << "=== Trie (Prefix Tree): Efficient String Storage ===" << endl;
    
    if (runAll or runBasic)
      demo_basic_operations();
    
    if (runAll or runStruct)
      demo_trie_structure();
    
    if (runAll or runPrefix)
      demo_prefix_search();
    
    if (runAll or runSpell)
      demo_spell_checker();
    
    if (runAll or runCmd)
      demo_command_autocomplete();
    
    if (runAll or runPerf)
      demo_performance(n);
    
    cout << "\n=== Summary ===" << endl;
    cout << "Tries excel at:" << endl;
    cout << "  - Fast prefix searches (autocomplete)" << endl;
    cout << "  - Memory-efficient storage of strings with shared prefixes" << endl;
    cout << "  - O(k) operations where k = word length" << endl;
    cout << "Use cases: autocomplete, spell checkers, IP routing, dictionaries" << endl;
    
    return 0;
  }
  catch (TCLAP::ArgException& e)
  {
    cerr << "Error: " << e.error() << " for arg " << e.argId() << endl;
    return 1;
  }
}