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Last active November 4, 2017 20:39
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A simple trie data structure in C++.
trie: main.cpp Makefile
clang++ -O3 -std=c++11 -stdlib=libc++ -Wall -o trie main.cpp -lboost_system
/*
Simple trie data structure to play with c++11.
Copyright (c) 2017, Jeremiah LaRocco <jeremiah_larocco@fastmail.com>
Permission to use, copy, modify, and/or distribute this software for any
purpose with or without fee is hereby granted, provided that the above
copyright notice and this permission notice appear in all copies.
THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES
WITH REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF
MERCHANTABILITY AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR
ANY SPECIAL, DIRECT, INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES
WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN
ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF
OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE.
*/
#include <fstream>
#include <iostream>
#include <map>
#include <set>
#include <string>
#include <chrono>
#include <boost/algorithm/string.hpp>
namespace sc = std::chrono;
typedef std::set<std::string> wordset_t;
class trie_t;
typedef std::map<char, trie_t*> child_map_t;
class trie_t {
public:
trie_t(bool end = false) :_size(0), _isEnd(end) {}
~trie_t() {
for (auto &it : _children) {
delete it.second;
}
}
void addWord(std::string word) {
if (word.length()>0) {
// counts number of words added
// but if you add the same word more than once
// this size will differ from the set size
// which is unique words in trie
++_size;
std::string subword = word.substr(1, word.size()-1);
if (_children[word[0]]) {
if ( word.size() == 1 )
_children[word[0]]->_isEnd = true;
else
_children[word[0]]->addWord(subword);
} else {
trie_t *tmp = new trie_t(word.size()==1);
tmp->addWord(subword);
_children[word[0]] = tmp;
}
}
}
bool isPrefix(std::string pref) const {
if (pref.length()== 0) {
return true;
}
if (_children.find(pref[0]) != _children.end()) {
return _children.find(pref[0])->second->isPrefix(pref.substr(1, pref.size()-1));
}
return false;
}
bool isWord(std::string word) const {
if (word.length()== 0) {
return _isEnd;
}
std::string cursub;
trie_t const *tmp = this;
cursub = word;
while (cursub.length()>0) {
if (tmp->_children.find(cursub[0]) != tmp->_children.end()) {
tmp = tmp->_children.find(cursub[0])->second;
cursub = cursub.substr(1, cursub.size()-1);
} else {
return false;
}
}
return tmp->isWordEnd();
}
size_t size() {
return _size;
}
void getWords(wordset_t &words, std::string wordSoFar="") const {
if (_isEnd) {
words.insert(wordSoFar);
}
for (const auto &it : _children) {
std::string tmp = wordSoFar + std::string(1, it.first);
if (it.second && it.second->isWordEnd()) {
words.insert(tmp);
}
it.second->getWords(words, tmp);
}
}
void getWordsStartingWith(std::string prefix, wordset_t &words, std::string wordSoFar="") const {
if (prefix.size() == 0) {
getWords(words, wordSoFar);
return;
}
std::string subword = prefix.substr(1, prefix.size()-1);
if (_children.find(prefix[0]) != _children.end()) {
trie_t *tmp = _children.find(prefix[0])->second;
std::string nwsf = wordSoFar + std::string(1, prefix[0]);
tmp->getWordsStartingWith(subword, words, nwsf);
}
}
private:
bool isWordEnd() const {
return _isEnd;
}
private:
child_map_t _children;
size_t _size;
bool _isEnd;
};
void buildDictionaryTrie(trie_t &ot, std::string fname) {
// const std::regex wordRx("[a-z]+");
std::ifstream inf(fname);
std::string curWord;
while (inf >> curWord) {
boost::to_lower(curWord);
if (curWord.find_first_not_of("abcdefghijklmnopqrstuvwxyz") == std::string::npos) {
// if (std::regex_match(curWord, wordRx)) {
ot.addWord(curWord);
}
}
}
sc::time_point<sc::steady_clock> tstamp() {
return sc::steady_clock::now();
}
int main(int argc, char *argv[]) {
if (argc != 2) {
std::cout << "No word file given!\n";
return 1;
}
std::string wordfile = argv[1];
trie_t theTrie;
std::cout << "Building trie...\n";
auto start = tstamp();
buildDictionaryTrie(theTrie, wordfile);
auto end = tstamp();
auto diff = end - start;
std::cout << "Building trie took " << sc::duration<double, std::milli>(diff).count()
<< " ms\n";
std::cout << "The trie has " << theTrie.size() << " words.\n";
// TODO: Find out why these sizes can be different - probably a bug
wordset_t wset;
theTrie.getWords(wset);
std::cout << "The word set has " << wset.size() << " words.\n";
std::string prefix;
while (std::cin >> prefix) {
start = tstamp();
bool isp = theTrie.isPrefix(prefix);
end = tstamp();
diff = end-start;
std::cout << "Took " <<sc::duration<double, std::milli>(diff).count()
<< " to find that \"" << prefix << "\" " << (isp?"is":"is not")
<< " a prefix\n";
wset.clear();
if (isp) {
start = tstamp();
theTrie.getWordsStartingWith(prefix, wset);
end = tstamp();
diff = end-start;
std::cout << "Took " <<sc::duration<double, std::milli>(diff).count()
<< " to find " << wset.size() << " words starting with \""
<< prefix << "\":\n";
for (const auto &wrd : wset) {
std::cout << "\t" << wrd << "\n";
}
}
}
return 0;
}
@woodbri
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woodbri commented Mar 23, 2016

If you add the following words:

        theTrie.addWord("foobar");
        theTrie.addWord("fooxar");
        theTrie.addWord("foozap");
        theTrie.addWord("fooza");

you will notice that fooza does not get tagged with _isEnd = true because it was previously added via foozap so addWord needs to be tweaked unless I'm missing something.

Also in addWord size counts the number of words added but if you add the same word multiple times then that number will not sync with wordset_t.size() which reports unique words.

@woodbri
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woodbri commented Mar 23, 2016

Here is a fix for the foozap fooza issue:

    void addWord(std::string word) {
        if (word.length()>0) {
            // counts number of words added
            // but if you add the same word more than once
            // this size will differ from the set size
            // which is unique words in trie
            ++_size;
            std::string subword = word.substr(1, word.size()-1);
            if (_children[word[0]]) {
                if ( word.size() == 1 )
                    _children[word[0]]->_isEnd = true;
                else
                    _children[word[0]]->addWord(subword);
            } else {
                trie_t *tmp = new trie_t(word.size()==1);
                tmp->addWord(subword);
                _children[word[0]] = tmp;
            }
        }
    }

@marcpayne
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Would you consider adding a license to your code? I'm working on a personal project that makes use of it, and in the future I may want to put that project up on GitHub or elsewhere. I don't think I can do that without a license.

Thanks!

@jl2
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Author

jl2 commented Nov 4, 2017

That's neat, I had no idea people had found this and were using it.

Anyway, I've added a copyright statement and updated the addWord method, so hopefully it's more useful to people.

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