/* ***** BEGIN LICENSE BLOCK ***** * Version: MPL 1.1/GPL 2.0/LGPL 2.1 * * Copyright (C) 2002-2022 Németh László * * The contents of this file are subject to the Mozilla Public License Version * 1.1 (the "License"); you may not use this file except in compliance with * the License. You may obtain a copy of the License at * http://www.mozilla.org/MPL/ * * Software distributed under the License is distributed on an "AS IS" basis, * WITHOUT WARRANTY OF ANY KIND, either express or implied. See the License * for the specific language governing rights and limitations under the * License. * * Hunspell is based on MySpell which is Copyright (C) 2002 Kevin Hendricks. * * Contributor(s): David Einstein, Davide Prina, Giuseppe Modugno, * Gianluca Turconi, Simon Brouwer, Noll János, Bíró Árpád, * Goldman Eleonóra, Sarlós Tamás, Bencsáth Boldizsár, Halácsy Péter, * Dvornik László, Gefferth András, Nagy Viktor, Varga Dániel, Chris Halls, * Rene Engelhard, Bram Moolenaar, Dafydd Jones, Harri Pitkänen * * Alternatively, the contents of this file may be used under the terms of * either the GNU General Public License Version 2 or later (the "GPL"), or * the GNU Lesser General Public License Version 2.1 or later (the "LGPL"), * in which case the provisions of the GPL or the LGPL are applicable instead * of those above. If you wish to allow use of your version of this file only * under the terms of either the GPL or the LGPL, and not to allow others to * use your version of this file under the terms of the MPL, indicate your * decision by deleting the provisions above and replace them with the notice * and other provisions required by the GPL or the LGPL. If you do not delete * the provisions above, a recipient may use your version of this file under * the terms of any one of the MPL, the GPL or the LGPL. *
* ***** END LICENSE BLOCK ***** */ /* * Copyright 2002 Kevin B. Hendricks, Stratford, Ontario, Canada * And Contributors. All rights reserved. * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions * are met: * * 1. Redistributions of source code must retain the above copyright * notice, this list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright * notice, this list of conditions and the following disclaimer in the * documentation and/or other materials provided with the distribution. * * 3. All modifications to the source code must be clearly marked as * such. Binary redistributions based on modified source code * must be clearly marked as modified versions in the documentation * and/or other materials provided with the distribution. * * THIS SOFTWARE IS PROVIDED BY KEVIN B. HENDRICKS AND CONTRIBUTORS * ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS * FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL * KEVIN B. HENDRICKS OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, * INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, * BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; * LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) * HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT * LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY * OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF * SUCH DAMAGE.
*/
SuggestMgr::SuggestMgr(constchar* tryme, unsignedint maxn, AffixMgr* aptr) { // register affix manager and check in string of chars to // try when building candidate suggestions
pAMgr = aptr;
void SuggestMgr::testsug(std::vector<std::string>& wlst, const std::string& candidate, int cpdsuggest, int* timer,
clock_t* timelimit) { int cwrd = 1; if (wlst.size() == maxSug) return; for (size_t k = 0; k < wlst.size(); ++k) { if (wlst[k] == candidate) {
cwrd = 0; break;
}
} if ((cwrd) && checkword(candidate, cpdsuggest, timer, timelimit)) {
wlst.push_back(candidate);
}
}
/* generate suggestions for a misspelled word * pass in address of array of char * pointers * onlycompoundsug: probably bad suggestions (need for ngram sugs, too) * return value: true, if there is a good suggestion * (REP, ph: or a dictionary word pair)
*/ bool SuggestMgr::suggest(std::vector<std::string>& slst, constchar* w, int* onlycompoundsug) { int nocompoundtwowords = 0;
std::vector<w_char> word_utf; int wl = 0;
size_t nsugorig = slst.size();
std::string w2; constchar* word = w;
size_t oldSug = 0; bool good_suggestion = false;
// word reversing wrapper for complex prefixes if (complexprefixes) {
w2.assign(w); if (utf8)
reverseword_utf(w2); else
reverseword(w2);
word = w2.c_str();
}
if (utf8) {
wl = u8_u16(word_utf, word); if (wl == -1) { returnfalse;
}
}
// suggestions for an uppercase word (html -> HTML) if (slst.size() < maxSug) {
size_t i = slst.size(); if (utf8)
capchars_utf(slst, word_utf.data(), wl, cpdsuggest); else
capchars(slst, word, cpdsuggest); if (slst.size() > i)
good_suggestion = true;
}
// perhaps we made a typical fault of spelling if ((slst.size() < maxSug) && (!cpdsuggest || (slst.size() < oldSug + maxcpdsugs))) {
size_t i = slst.size();
replchars(slst, word, cpdsuggest); if (slst.size() > i)
good_suggestion = true;
} if (clock() > timelimit + TIMELIMIT_SUGGESTION) return good_suggestion;
// perhaps we made chose the wrong char from a related set if ((slst.size() < maxSug) &&
(!cpdsuggest || (slst.size() < oldSug + maxcpdsugs))) {
mapchars(slst, word, cpdsuggest);
} if (clock() > timelimit + TIMELIMIT_SUGGESTION) return good_suggestion;
// only suggest compound words when no other suggestion if ((cpdsuggest == 0) && (slst.size() > nsugorig))
nocompoundtwowords = 1;
// did we swap the order of chars by mistake if ((slst.size() < maxSug) && (!cpdsuggest || (slst.size() < oldSug + maxcpdsugs))) { if (utf8)
swapchar_utf(slst, word_utf.data(), wl, cpdsuggest); else
swapchar(slst, word, cpdsuggest);
} if (clock() > timelimit + TIMELIMIT_SUGGESTION) return good_suggestion;
// did we swap the order of non adjacent chars by mistake if ((slst.size() < maxSug) && (!cpdsuggest || (slst.size() < oldSug + maxcpdsugs))) { if (utf8)
longswapchar_utf(slst, word_utf.data(), wl, cpdsuggest); else
longswapchar(slst, word, cpdsuggest);
} if (clock() > timelimit + TIMELIMIT_SUGGESTION) return good_suggestion;
// did we just hit the wrong key in place of a good char (case and keyboard) if ((slst.size() < maxSug) && (!cpdsuggest || (slst.size() < oldSug + maxcpdsugs))) { if (utf8)
badcharkey_utf(slst, word_utf.data(), wl, cpdsuggest); else
badcharkey(slst, word, cpdsuggest);
} if (clock() > timelimit + TIMELIMIT_SUGGESTION) return good_suggestion;
// did we add a char that should not be there if ((slst.size() < maxSug) && (!cpdsuggest || (slst.size() < oldSug + maxcpdsugs))) { if (utf8)
extrachar_utf(slst, word_utf.data(), wl, cpdsuggest); else
extrachar(slst, word, cpdsuggest);
} if (clock() > timelimit + TIMELIMIT_SUGGESTION) return good_suggestion;
// did we forgot a char if ((slst.size() < maxSug) && (!cpdsuggest || (slst.size() < oldSug + maxcpdsugs))) { if (utf8)
forgotchar_utf(slst, word_utf.data(), wl, cpdsuggest); else
forgotchar(slst, word, cpdsuggest);
} if (clock() > timelimit + TIMELIMIT_SUGGESTION) return good_suggestion;
// did we move a char if ((slst.size() < maxSug) && (!cpdsuggest || (slst.size() < oldSug + maxcpdsugs))) { if (utf8)
movechar_utf(slst, word_utf.data(), wl, cpdsuggest); else
movechar(slst, word, cpdsuggest);
} if (clock() > timelimit + TIMELIMIT_SUGGESTION) return good_suggestion;
// did we just hit the wrong key in place of a good char if ((slst.size() < maxSug) && (!cpdsuggest || (slst.size() < oldSug + maxcpdsugs))) { if (utf8)
badchar_utf(slst, word_utf.data(), wl, cpdsuggest); else
badchar(slst, word, cpdsuggest);
} if (clock() > timelimit + TIMELIMIT_SUGGESTION) return good_suggestion;
// did we double two characters if ((slst.size() < maxSug) && (!cpdsuggest || (slst.size() < oldSug + maxcpdsugs))) { if (utf8)
doubletwochars_utf(slst, word_utf.data(), wl, cpdsuggest); else
doubletwochars(slst, word, cpdsuggest);
} if (clock() > timelimit + TIMELIMIT_SUGGESTION) return good_suggestion;
// perhaps we forgot to hit space and two words ran together // (dictionary word pairs have top priority here, so // we always suggest them, in despite of nosplitsugs, and // drop compound word and other suggestions) if (!cpdsuggest || (!nosplitsugs && slst.size() < oldSug + maxcpdsugs)) {
good_suggestion = twowords(slst, word, cpdsuggest, good_suggestion);
} if (clock() > timelimit + TIMELIMIT_SUGGESTION) return good_suggestion;
} // repeating ``for'' statement compounding support
if (!nocompoundtwowords && (!slst.empty()) && onlycompoundsug)
*onlycompoundsug = 1;
return good_suggestion;
}
// suggestions for an uppercase word (html -> HTML) void SuggestMgr::capchars_utf(std::vector<std::string>& wlst, const w_char* word, int wl, int cpdsuggest) {
std::vector<w_char> candidate_utf(word, word + wl);
mkallcap_utf(candidate_utf, langnum);
std::string candidate;
u16_u8(candidate, candidate_utf);
testsug(wlst, candidate, cpdsuggest, NULL, NULL);
}
// suggestions for an uppercase word (html -> HTML) void SuggestMgr::capchars(std::vector<std::string>& wlst, constchar* word, int cpdsuggest) {
std::string candidate(word);
mkallcap(candidate, csconv);
testsug(wlst, candidate, cpdsuggest, NULL, NULL);
}
// suggestions for when chose the wrong char out of a related set int SuggestMgr::mapchars(std::vector<std::string>& wlst, constchar* word, int cpdsuggest) {
std::string candidate;
clock_t timelimit; int timer;
int wl = strlen(word); if (wl < 2 || !pAMgr) return wlst.size();
const std::vector<mapentry>& maptable = pAMgr->get_maptable(); if (maptable.empty()) return wlst.size();
int SuggestMgr::map_related(constchar* word,
std::string& candidate, int wn,
std::vector<std::string>& wlst, int cpdsuggest, const std::vector<mapentry>& maptable, int* timer,
clock_t* timelimit) { if (*(word + wn) == '\0') { int cwrd = 1; for (size_t m = 0; m < wlst.size(); ++m) { if (wlst[m] == candidate) {
cwrd = 0; break;
}
} if ((cwrd) && checkword(candidate, cpdsuggest, timer, timelimit)) { if (wlst.size() < maxSug) {
wlst.push_back(candidate);
}
} return wlst.size();
} int in_map = 0; for (size_t j = 0; j < maptable.size(); ++j) { for (size_t k = 0; k < maptable[j].size(); ++k) {
size_t len = maptable[j][k].size(); if (strncmp(maptable[j][k].c_str(), word + wn, len) == 0) {
in_map = 1;
size_t cn = candidate.size(); for (size_t l = 0; l < maptable[j].size(); ++l) {
candidate.resize(cn);
candidate.append(maptable[j][l]);
map_related(word, candidate, wn + len, wlst,
cpdsuggest, maptable, timer, timelimit); if (!(*timer)) return wlst.size();
}
}
}
} if (!in_map) {
candidate.push_back(*(word + wn));
map_related(word, candidate, wn + 1, wlst, cpdsuggest,
maptable, timer, timelimit);
} return wlst.size();
}
// suggestions for a typical fault of spelling, that // differs with more, than 1 letter from the right form. int SuggestMgr::replchars(std::vector<std::string>& wlst, constchar* word, int cpdsuggest) {
std::string candidate; int wl = strlen(word); if (wl < 2 || !pAMgr) return wlst.size(); const std::vector<replentry>& reptable = pAMgr->get_reptable(); for (size_t i = 0; i < reptable.size(); ++i) { constchar* r = word; // search every occurence of the pattern in the word while ((r = strstr(r, reptable[i].pattern.c_str())) != NULL) { int type = (r == word) ? 1 : 0; if (r - word + reptable[i].pattern.size() == strlen(word))
type += 2; while (type && reptable[i].outstrings[type].empty())
type = (type == 2 && r != word) ? 0 : type - 1; const std::string&out = reptable[i].outstrings[type]; if (out.empty()) {
++r; continue;
}
candidate.assign(word);
candidate.resize(r - word);
candidate.append(reptable[i].outstrings[type]);
candidate.append(r + reptable[i].pattern.size());
testsug(wlst, candidate, cpdsuggest, NULL, NULL); // check REP suggestions with space
size_t sp = candidate.find(' '); if (sp != std::string::npos) {
size_t prev = 0; while (sp != std::string::npos) {
std::string prev_chunk = candidate.substr(prev, sp - prev); if (checkword(prev_chunk, 0, NULL, NULL)) {
size_t oldns = wlst.size();
std::string post_chunk = candidate.substr(sp + 1);
testsug(wlst, post_chunk, cpdsuggest, NULL, NULL); if (oldns < wlst.size()) {
wlst[wlst.size() - 1] = candidate;
}
}
prev = sp + 1;
sp = candidate.find(' ', prev);
}
}
r++; // search for the next letter
}
} return wlst.size();
}
// perhaps we doubled two characters // (for example vacation -> vacacation) // The recognized pattern with regex back-references: // "(.)(.)\1\2\1" or "..(.)(.)\1\2"
int SuggestMgr::doubletwochars(std::vector<std::string>& wlst, constchar* word, int cpdsuggest) { int state = 0; int wl = strlen(word); if (wl < 5 || !pAMgr) return wlst.size(); for (int i = 2; i < wl; i++) { if (word[i] == word[i - 2]) {
state++; if (state == 3 || (state == 2 && i >= 4)) {
std::string candidate(word, word + i - 1);
candidate.insert(candidate.end(), word + i + 1, word + wl);
testsug(wlst, candidate, cpdsuggest, NULL, NULL);
state = 0;
}
} else {
state = 0;
}
} return wlst.size();
}
// perhaps we doubled two characters // (for example vacation -> vacacation) // The recognized pattern with regex back-references: // "(.)(.)\1\2\1" or "..(.)(.)\1\2"
int SuggestMgr::doubletwochars_utf(std::vector<std::string>& wlst, const w_char* word, int wl, int cpdsuggest) { int state = 0; if (wl < 5 || !pAMgr) return wlst.size(); for (int i = 2; i < wl; i++) { if (word[i] == word[i - 2]) {
state++; if (state == 3 || (state == 2 && i >= 4)) {
std::vector<w_char> candidate_utf(word, word + i - 1);
candidate_utf.insert(candidate_utf.end(), word + i + 1, word + wl);
std::string candidate;
u16_u8(candidate, candidate_utf);
testsug(wlst, candidate, cpdsuggest, NULL, NULL);
state = 0;
}
} else {
state = 0;
}
} return wlst.size();
}
// error is wrong char in place of correct one (case and keyboard related // version) int SuggestMgr::badcharkey(std::vector<std::string>& wlst, constchar* word, int cpdsuggest) {
std::string candidate(word);
// swap out each char one by one and try uppercase and neighbor // keyboard chars in its place to see if that makes a good word for (size_t i = 0; i < candidate.size(); ++i) { char tmpc = candidate[i]; // check with uppercase letters
candidate[i] = csconv[((unsignedchar)tmpc)].cupper; if (tmpc != candidate[i]) {
testsug(wlst, candidate, cpdsuggest, NULL, NULL);
candidate[i] = tmpc;
} // check neighbor characters in keyboard string if (!ckey) continue; char* loc = strchr(ckey, tmpc); while (loc) { if ((loc > ckey) && (*(loc - 1) != '|')) {
candidate[i] = *(loc - 1);
testsug(wlst, candidate, cpdsuggest, NULL, NULL);
} if ((*(loc + 1) != '|') && (*(loc + 1) != '\0')) {
candidate[i] = *(loc + 1);
testsug(wlst, candidate, cpdsuggest, NULL, NULL);
}
loc = strchr(loc + 1, tmpc);
}
candidate[i] = tmpc;
} return wlst.size();
}
// error is wrong char in place of correct one (case and keyboard related // version) int SuggestMgr::badcharkey_utf(std::vector<std::string>& wlst, const w_char* word, int wl, int cpdsuggest) {
std::string candidate;
std::vector<w_char> candidate_utf(word, word + wl); // swap out each char one by one and try all the tryme // chars in its place to see if that makes a good word for (int i = 0; i < wl; i++) {
w_char tmpc = candidate_utf[i]; // check with uppercase letters
candidate_utf[i] = upper_utf(candidate_utf[i], 1); if (tmpc != candidate_utf[i]) {
u16_u8(candidate, candidate_utf);
testsug(wlst, candidate, cpdsuggest, NULL, NULL);
candidate_utf[i] = tmpc;
} // check neighbor characters in keyboard string if (!ckey) continue;
size_t loc = 0; while ((loc < ckeyl) && ckey_utf[loc] != tmpc)
++loc; while (loc < ckeyl) { if ((loc > 0) && ckey_utf[loc - 1] != W_VLINE) {
candidate_utf[i] = ckey_utf[loc - 1];
u16_u8(candidate, candidate_utf);
testsug(wlst, candidate, cpdsuggest, NULL, NULL);
} if (((loc + 1) < ckeyl) && (ckey_utf[loc + 1] != W_VLINE)) {
candidate_utf[i] = ckey_utf[loc + 1];
u16_u8(candidate, candidate_utf);
testsug(wlst, candidate, cpdsuggest, NULL, NULL);
} do {
loc++;
} while ((loc < ckeyl) && ckey_utf[loc] != tmpc);
}
candidate_utf[i] = tmpc;
} return wlst.size();
}
// error is wrong char in place of correct one int SuggestMgr::badchar(std::vector<std::string>& wlst, constchar* word, int cpdsuggest) {
std::string candidate(word);
clock_t timelimit = clock(); int timer = MINTIMER; // swap out each char one by one and try all the tryme // chars in its place to see if that makes a good word for (size_t j = 0; j < ctryl; ++j) { for (std::string::reverse_iterator aI = candidate.rbegin(), aEnd = candidate.rend(); aI != aEnd; ++aI) { char tmpc = *aI; if (ctry[j] == tmpc) continue;
*aI = ctry[j];
testsug(wlst, candidate, cpdsuggest, &timer, &timelimit); if (!timer) return wlst.size();
*aI = tmpc;
}
} return wlst.size();
}
// error is wrong char in place of correct one int SuggestMgr::badchar_utf(std::vector<std::string>& wlst, const w_char* word, int wl, int cpdsuggest) {
std::vector<w_char> candidate_utf(word, word + wl);
std::string candidate;
clock_t timelimit = clock(); int timer = MINTIMER; // swap out each char one by one and try all the tryme // chars in its place to see if that makes a good word for (size_t j = 0; j < ctryl; ++j) { for (int i = wl - 1; i >= 0; i--) {
w_char tmpc = candidate_utf[i]; if (tmpc == ctry_utf[j]) continue;
candidate_utf[i] = ctry_utf[j];
u16_u8(candidate, candidate_utf);
testsug(wlst, candidate, cpdsuggest, &timer, &timelimit); if (!timer) return wlst.size();
candidate_utf[i] = tmpc;
}
} return wlst.size();
}
// error is word has an extra letter it does not need int SuggestMgr::extrachar_utf(std::vector<std::string>& wlst, const w_char* word, int wl, int cpdsuggest) {
std::vector<w_char> candidate_utf(word, word + wl); if (candidate_utf.size() < 2) return wlst.size(); // try omitting one char of word at a time for (size_t i = 0; i < candidate_utf.size(); ++i) {
size_t index = candidate_utf.size() - 1 - i;
w_char tmpc = candidate_utf[index];
candidate_utf.erase(candidate_utf.begin() + index);
std::string candidate;
u16_u8(candidate, candidate_utf);
testsug(wlst, candidate, cpdsuggest, NULL, NULL);
candidate_utf.insert(candidate_utf.begin() + index, tmpc);
} return wlst.size();
}
// error is word has an extra letter it does not need int SuggestMgr::extrachar(std::vector<std::string>& wlst, constchar* word, int cpdsuggest) {
std::string candidate(word); if (candidate.size() < 2) return wlst.size(); // try omitting one char of word at a time for (size_t i = 0; i < candidate.size(); ++i) {
size_t index = candidate.size() - 1 - i; char tmpc = candidate[index];
candidate.erase(candidate.begin() + index);
testsug(wlst, candidate, cpdsuggest, NULL, NULL);
candidate.insert(candidate.begin() + index, tmpc);
} return wlst.size();
}
// error is missing a letter it needs int SuggestMgr::forgotchar(std::vector<std::string>& wlst, constchar* word, int cpdsuggest) {
std::string candidate(word);
clock_t timelimit = clock(); int timer = MINTIMER;
// try inserting a tryme character before every letter (and the null // terminator) for (size_t k = 0; k < ctryl; ++k) { for (size_t i = 0; i <= candidate.size(); ++i) {
size_t index = candidate.size() - i;
candidate.insert(candidate.begin() + index, ctry[k]);
testsug(wlst, candidate, cpdsuggest, &timer, &timelimit); if (!timer) return wlst.size();
candidate.erase(candidate.begin() + index);
}
} return wlst.size();
}
// error is missing a letter it needs int SuggestMgr::forgotchar_utf(std::vector<std::string>& wlst, const w_char* word, int wl, int cpdsuggest) {
std::vector<w_char> candidate_utf(word, word + wl);
clock_t timelimit = clock(); int timer = MINTIMER;
// try inserting a tryme character at the end of the word and before every // letter for (size_t k = 0; k < ctryl; ++k) { for (size_t i = 0; i <= candidate_utf.size(); ++i) {
size_t index = candidate_utf.size() - i;
candidate_utf.insert(candidate_utf.begin() + index, ctry_utf[k]);
std::string candidate;
u16_u8(candidate, candidate_utf);
testsug(wlst, candidate, cpdsuggest, &timer, &timelimit); if (!timer) return wlst.size();
candidate_utf.erase(candidate_utf.begin() + index);
}
} return wlst.size();
}
/* error is should have been two words * return value is true, if there is a dictionary word pair, * or there was already a good suggestion before calling * this function.
*/ bool SuggestMgr::twowords(std::vector<std::string>& wlst, constchar* word, int cpdsuggest, bool good) { int c2; int forbidden = 0; int cwrd;
int wl = strlen(word); if (wl < 3) returnfalse;
if (langnum == LANG_hu)
forbidden = check_forbidden(word, wl);
// split the string into two pieces after every char // if both pieces are good words make them a suggestion for (char* p = candidate + 1; p[1] != '\0'; p++) {
p[-1] = *p; // go to end of the UTF-8 character while (utf8 && ((p[1] & 0xc0) == 0x80)) {
*p = p[1];
p++;
} if (utf8 && p[1] == '\0') break; // last UTF-8 character
// Suggest only word pairs, if they are listed in the dictionary. // For example, adding "a lot" to the English dic file will // result only "alot" -> "a lot" suggestion instead of // "alto, slot, alt, lot, allot, aloft, aloe, clot, plot, blot, a lot". // Note: using "ph:alot" keeps the other suggestions: // a lot ph:alot // alot -> a lot, alto, slot...
*p = ' '; if (!cpdsuggest && checkword(candidate, cpdsuggest, NULL, NULL)) { // remove not word pair suggestions if (!good) {
good = true;
wlst.clear();
}
wlst.insert(wlst.begin(), candidate);
}
// word pairs with dash? if (lang_with_dash_usage) {
*p = '-';
if (!cpdsuggest && checkword(candidate, cpdsuggest, NULL, NULL)) { // remove not word pair suggestions if (!good) {
good = true;
wlst.clear();
}
wlst.insert(wlst.begin(), candidate);
}
}
if (wlst.size() < maxSug && !nosplitsugs && !good) {
*p = '\0'; int c1 = checkword(candidate, cpdsuggest, NULL, NULL); if (c1) {
c2 = checkword((p + 1), cpdsuggest, NULL, NULL); if (c2) { // spec. Hungarian code (TODO need a better compound word support) if ((langnum == LANG_hu) && !forbidden && // if 3 repeating letter, use - instead of space
(((p[-1] == p[1]) &&
(((p > candidate + 1) && (p[-1] == p[-2])) || (p[-1] == p[2]))) || // or multiple compounding, with more, than 6 syllables
((c1 == 3) && (c2 >= 2))))
*p = '-'; else
*p = ' ';
cwrd = 1; for (size_t k = 0; k < wlst.size(); ++k) { if (wlst[k] == candidate) {
cwrd = 0; break;
}
}
if (cwrd && (wlst.size() < maxSug))
wlst.push_back(candidate);
// add two word suggestion with dash, depending on the language // Note that cwrd doesn't modified for REP twoword sugg. if ( !nosplitsugs && lang_with_dash_usage &&
mystrlen(p + 1) > 1 && mystrlen(candidate) - mystrlen(p) > 1) {
*p = '-'; for (size_t k = 0; k < wlst.size(); ++k) { if (wlst[k] == candidate) {
cwrd = 0; break;
}
}
// error is adjacent letter were swapped int SuggestMgr::swapchar(std::vector<std::string>& wlst, constchar* word, int cpdsuggest) {
std::string candidate(word); if (candidate.size() < 2) return wlst.size();
// try swapping adjacent chars one by one for (size_t i = 0; i < candidate.size() - 1; ++i) {
std::swap(candidate[i], candidate[i+1]);
testsug(wlst, candidate, cpdsuggest, NULL, NULL);
std::swap(candidate[i], candidate[i+1]);
}
// error is adjacent letter were swapped int SuggestMgr::swapchar_utf(std::vector<std::string>& wlst, const w_char* word, int wl, int cpdsuggest) {
std::vector<w_char> candidate_utf(word, word + wl); if (candidate_utf.size() < 2) return wlst.size();
std::string candidate; // try swapping adjacent chars one by one for (size_t i = 0; i < candidate_utf.size() - 1; ++i) {
std::swap(candidate_utf[i], candidate_utf[i+1]);
u16_u8(candidate, candidate_utf);
testsug(wlst, candidate, cpdsuggest, NULL, NULL);
std::swap(candidate_utf[i], candidate_utf[i+1]);
}
// error is not adjacent letter were swapped int SuggestMgr::longswapchar(std::vector<std::string>& wlst, constchar* word, int cpdsuggest) {
std::string candidate(word); // try swapping not adjacent chars one by one for (std::string::iterator p = candidate.begin(); p < candidate.end(); ++p) { for (std::string::iterator q = candidate.begin(); q < candidate.end(); ++q) {
size_t distance = std::abs(std::distance(q, p)); if (distance > 1 && distance <= MAX_CHAR_DISTANCE) {
std::swap(*p, *q);
testsug(wlst, candidate, cpdsuggest, NULL, NULL);
std::swap(*p, *q);
}
}
} return wlst.size();
}
// error is adjacent letter were swapped int SuggestMgr::longswapchar_utf(std::vector<std::string>& wlst, const w_char* word, int wl, int cpdsuggest) {
std::vector<w_char> candidate_utf(word, word + wl); // try swapping not adjacent chars for (std::vector<w_char>::iterator p = candidate_utf.begin(); p < candidate_utf.end(); ++p) { for (std::vector<w_char>::iterator q = candidate_utf.begin(); q < candidate_utf.end(); ++q) {
size_t distance = std::abs(std::distance(q, p)); if (distance > 1 && distance <= MAX_CHAR_DISTANCE) {
std::swap(*p, *q);
std::string candidate;
u16_u8(candidate, candidate_utf);
testsug(wlst, candidate, cpdsuggest, NULL, NULL);
std::swap(*p, *q);
}
}
} return wlst.size();
}
// error is a letter was moved int SuggestMgr::movechar(std::vector<std::string>& wlst, constchar* word, int cpdsuggest) {
std::string candidate(word); if (candidate.size() < 2) return wlst.size();
// try moving a char for (std::string::iterator p = candidate.begin(); p < candidate.end(); ++p) { for (std::string::iterator q = p + 1; q < candidate.end() && std::distance(p, q) <= MAX_CHAR_DISTANCE; ++q) {
std::swap(*q, *(q - 1)); if (std::distance(p, q) < 2) continue; // omit swap char
testsug(wlst, candidate, cpdsuggest, NULL, NULL);
}
std::copy(word, word + candidate.size(), candidate.begin());
}
for (std::string::reverse_iterator p = candidate.rbegin(), pEnd = candidate.rend() - 1; p != pEnd; ++p) { for (std::string::reverse_iterator q = p + 1, qEnd = candidate.rend(); q != qEnd && std::distance(p, q) <= MAX_CHAR_DISTANCE; ++q) {
std::swap(*q, *(q - 1)); if (std::distance(p, q) < 2) continue; // omit swap char
testsug(wlst, candidate, cpdsuggest, NULL, NULL);
}
std::copy(word, word + candidate.size(), candidate.begin());
}
return wlst.size();
}
// error is a letter was moved int SuggestMgr::movechar_utf(std::vector<std::string>& wlst, const w_char* word, int wl, int cpdsuggest) {
std::vector<w_char> candidate_utf(word, word + wl); if (candidate_utf.size() < 2) return wlst.size();
// try moving a char for (std::vector<w_char>::iterator p = candidate_utf.begin(); p < candidate_utf.end(); ++p) { for (std::vector<w_char>::iterator q = p + 1; q < candidate_utf.end() && std::distance(p, q) <= MAX_CHAR_DISTANCE; ++q) {
std::swap(*q, *(q - 1)); if (std::distance(p, q) < 2) continue; // omit swap char
std::string candidate;
u16_u8(candidate, candidate_utf);
testsug(wlst, candidate, cpdsuggest, NULL, NULL);
}
std::copy(word, word + candidate_utf.size(), candidate_utf.begin());
}
for (std::vector<w_char>::reverse_iterator p = candidate_utf.rbegin(); p < candidate_utf.rend(); ++p) { for (std::vector<w_char>::reverse_iterator q = p + 1; q < candidate_utf.rend() && std::distance(p, q) <= MAX_CHAR_DISTANCE; ++q) {
std::swap(*q, *(q - 1)); if (std::distance(p, q) < 2) continue; // omit swap char
std::string candidate;
u16_u8(candidate, candidate_utf);
testsug(wlst, candidate, cpdsuggest, NULL, NULL);
}
std::copy(word, word + candidate_utf.size(), candidate_utf.begin());
}
return wlst.size();
}
// generate a set of suggestions for very poorly spelled words void SuggestMgr::ngsuggest(std::vector<std::string>& wlst, constchar* w, const std::vector<HashMgr*>& rHMgr, int captype) { int lval; int sc; int lp, lpphon; int nonbmp = 0;
// exhaustively search through all root words // keeping track of the MAX_ROOTS most similar root words struct hentry* roots[MAX_ROOTS]; char* rootsphon[MAX_ROOTS]; int scores[MAX_ROOTS]; int scoresphon[MAX_ROOTS]; for (int i = 0; i < MAX_ROOTS; i++) {
roots[i] = NULL;
scores[i] = -100 * i;
rootsphon[i] = NULL;
scoresphon[i] = -100 * i;
}
lp = MAX_ROOTS - 1;
lpphon = MAX_ROOTS - 1; int low = NGRAM_LOWERING;
std::string w2; constchar* word = w;
// word reversing wrapper for complex prefixes if (complexprefixes) {
w2.assign(w); if (utf8)
reverseword_utf(w2); else
reverseword(w2);
word = w2.c_str();
}
std::vector<w_char> u8; int nc = strlen(word); int n = (utf8) ? u8_u16(u8, word) : nc;
// set character based ngram suggestion for words with non-BMP Unicode // characters if (n == -1) {
utf8 = 0; // XXX not state-free
n = nc;
nonbmp = 1;
low = 0;
}
struct hentry* hp = NULL; int col = -1;
phonetable* ph = (pAMgr) ? pAMgr->get_phonetable() : NULL;
std::string target;
std::string candidate;
std::vector<w_char> w_candidate; if (ph) { if (utf8) {
u8_u16(w_candidate, word);
mkallcap_utf(w_candidate, langnum);
u16_u8(candidate, w_candidate);
} else {
candidate.assign(word); if (!nonbmp)
mkallcap(candidate, csconv);
}
target = phonet(candidate, *ph); // XXX phonet() is 8-bit (nc, not n)
}
FLAG forbiddenword = pAMgr ? pAMgr->get_forbiddenword() : FLAG_NULL;
FLAG nosuggest = pAMgr ? pAMgr->get_nosuggest() : FLAG_NULL;
FLAG nongramsuggest = pAMgr ? pAMgr->get_nongramsuggest() : FLAG_NULL;
FLAG onlyincompound = pAMgr ? pAMgr->get_onlyincompound() : FLAG_NULL;
for (size_t i = 0; i < rHMgr.size(); ++i) { while (0 != (hp = rHMgr[i]->walk_hashtable(col, hp))) { // skip exceptions if ( // skip it, if the word length different by 5 or // more characters (to avoid strange suggestions) // (except Unicode characters over BMP)
(((abs(n - hp->clen) > 4) && !nonbmp)) || // don't suggest capitalized dictionary words for // lower case misspellings in ngram suggestions, except // - PHONE usage, or // - in the case of German, where not only proper // nouns are capitalized, or // - the capitalized word has special pronunciation
((captype == NOCAP) && (hp->var & H_OPT_INITCAP) &&
!ph && (langnum != LANG_de) && !(hp->var & H_OPT_PHON)) || // or it has one of the following special flags
((hp->astr) && (pAMgr) &&
(TESTAFF(hp->astr, forbiddenword, hp->alen) ||
TESTAFF(hp->astr, ONLYUPCASEFLAG, hp->alen) ||
TESTAFF(hp->astr, nosuggest, hp->alen) ||
TESTAFF(hp->astr, nongramsuggest, hp->alen) ||
TESTAFF(hp->astr, onlyincompound, hp->alen)))
) continue;
if (utf8) {
u8_u16(w_f, HENTRY_WORD(hp));
int leftcommon = leftcommonsubstring(w_word, w_f); if (low) { // lowering dictionary word
mkallsmall_utf(w_f, langnum);
}
sc = ngram(3, w_word, w_f, NGRAM_LONGER_WORSE) + leftcommon;
} else {
f.assign(HENTRY_WORD(hp));
int leftcommon = leftcommonsubstring(word, f.c_str()); if (low) { // lowering dictionary word
mkallsmall(f, csconv);
}
sc = ngram(3, word, f, NGRAM_LONGER_WORSE) + leftcommon;
}
// check special pronunciation
f.clear(); if ((hp->var & H_OPT_PHON) &&
copy_field(f, HENTRY_DATA(hp), MORPH_PHON)) { int sc2; if (utf8) {
u8_u16(w_f, f);
int leftcommon = leftcommonsubstring(w_word, w_f); if (low) { // lowering dictionary word
mkallsmall_utf(w_f, langnum);
}
sc2 = ngram(3, w_word, w_f, NGRAM_LONGER_WORSE) + leftcommon;
} else { int leftcommon = leftcommonsubstring(word, f.c_str()); if (low) { // lowering dictionary word
mkallsmall(f, csconv);
}
sc2 = ngram(3, word, f, NGRAM_LONGER_WORSE) + leftcommon;
} if (sc2 > sc)
sc = sc2;
}
// find minimum threshold for a passable suggestion // mangle original word three differnt ways // and score them to generate a minimum acceptable score
std::vector<w_char> w_mw; int thresh = 0; for (int sp = 1; sp < 4; sp++) { if (utf8) {
w_mw = w_word; for (int k = sp; k < n; k += 4) {
w_mw[k].l = '*';
w_mw[k].h = 0;
}
if (low) { // lowering dictionary word
mkallsmall_utf(w_mw, langnum);
}
thresh += ngram(n, w_word, w_mw, NGRAM_ANY_MISMATCH);
} else {
std::string mw = word; for (int k = sp; k < n; k += 4)
mw[k] = '*';
if (low) { // lowering dictionary word
mkallsmall(mw, csconv);
}
// now expand affixes on each of these root words and // and use length adjusted ngram scores to select // possible suggestions char* guess[MAX_GUESS]; char* guessorig[MAX_GUESS]; int gscore[MAX_GUESS]; for (int i = 0; i < MAX_GUESS; i++) {
guess[i] = NULL;
guessorig[i] = NULL;
gscore[i] = -100 * i;
}
lp = MAX_GUESS - 1;
struct guessword* glst;
glst = (struct guessword*)calloc(MAX_WORDS, sizeof(struct guessword)); if (!glst) { if (nonbmp)
utf8 = 1; return;
}
for (int i = 0; i < MAX_ROOTS; i++) { if (roots[i]) { struct hentry* rp = roots[i];
f.clear(); constchar *field = NULL; if ((rp->var & H_OPT_PHON) && copy_field(f, HENTRY_DATA(rp), MORPH_PHON))
field = f.c_str(); int nw = pAMgr->expand_rootword(
glst, MAX_WORDS, HENTRY_WORD(rp), rp->blen, rp->astr, rp->alen, word,
nc, field);
for (int k = 0; k < nw; k++) { if (utf8) {
u8_u16(w_f, glst[k].word);
int leftcommon = leftcommonsubstring(w_word, w_f); if (low) { // lowering dictionary word
mkallsmall_utf(w_f, langnum);
}
int leftcommon = leftcommonsubstring(word, f.c_str()); if (low) { // lowering dictionary word
mkallsmall(f, csconv);
}
sc = ngram(n, word, f, NGRAM_ANY_MISMATCH) + leftcommon;
}
if (sc > thresh) { if (sc > gscore[lp]) { if (guess[lp]) {
free(guess[lp]); if (guessorig[lp]) {
free(guessorig[lp]);
guessorig[lp] = NULL;
}
}
gscore[lp] = sc;
guess[lp] = glst[k].word;
guessorig[lp] = glst[k].orig;
lval = sc; for (int j = 0; j < MAX_GUESS; j++) if (gscore[j] < lval) {
lp = j;
lval = gscore[j];
}
} else {
free(glst[k].word); if (glst[k].orig)
free(glst[k].orig);
}
} else {
free(glst[k].word); if (glst[k].orig)
free(glst[k].orig);
}
}
}
}
free(glst);
// now we are done generating guesses // sort in order of decreasing score
bubblesort(&guess[0], &guessorig[0], &gscore[0], MAX_GUESS); if (ph)
bubblesort(&rootsphon[0], NULL, &scoresphon[0], MAX_ROOTS);
// weight suggestions with a similarity index, based on // the longest common subsequent algorithm and resort
int is_swap = 0; int re = 0; double fact = 1.0; if (pAMgr) { int maxd = pAMgr->get_maxdiff(); if (maxd >= 0)
fact = (10.0 - maxd) / 5.0;
}
std::vector<w_char> w_gl; for (int i = 0; i < MAX_GUESS; i++) { if (guess[i]) { // lowering guess[i]
std::string gl; int len; if (utf8) {
len = u8_u16(w_gl, guess[i]);
mkallsmall_utf(w_gl, langnum);
u16_u8(gl, w_gl);
} else {
gl.assign(guess[i]); if (!nonbmp)
mkallsmall(gl, csconv);
len = strlen(guess[i]);
}
int _lcs = lcslen(word, gl.c_str());
// same characters with different casing if ((n == len) && (n == _lcs)) {
gscore[i] += 2000; break;
} // using 2-gram instead of 3, and other weightening
if (utf8) {
u8_u16(w_gl, gl); //w_gl is lowercase already at this point
re = ngram(2, w_word, w_gl, NGRAM_ANY_MISMATCH + NGRAM_WEIGHTED); if (low) {
w_f = w_word; // lowering dictionary word
mkallsmall_utf(w_f, langnum);
re += ngram(2, w_gl, w_f, NGRAM_ANY_MISMATCH + NGRAM_WEIGHTED);
} else {
re += ngram(2, w_gl, w_word, NGRAM_ANY_MISMATCH + NGRAM_WEIGHTED);
}
} else { //gl is lowercase already at this point
re = ngram(2, word, gl, NGRAM_ANY_MISMATCH + NGRAM_WEIGHTED); if (low) {
f = word; // lowering dictionary word
mkallsmall(f, csconv);
re += ngram(2, gl, f, NGRAM_ANY_MISMATCH + NGRAM_WEIGHTED);
} else {
re += ngram(2, gl, word, NGRAM_ANY_MISMATCH + NGRAM_WEIGHTED);
}
}
int ngram_score, leftcommon_score; if (utf8) { //w_gl is lowercase already at this point
ngram_score = ngram(4, w_word, w_gl, NGRAM_ANY_MISMATCH);
leftcommon_score = leftcommonsubstring(w_word, w_gl);
} else { //gl is lowercase already at this point
ngram_score = ngram(4, word, gl, NGRAM_ANY_MISMATCH);
leftcommon_score = leftcommonsubstring(word, gl.c_str());
}
gscore[i] = // length of longest common subsequent minus length difference
2 * _lcs - abs((int)(n - len)) + // weight length of the left common substring
leftcommon_score + // weight equal character positions
(!nonbmp && commoncharacterpositions(word, gl.c_str(), &is_swap)
? 1
: 0) + // swap character (not neighboring)
((is_swap) ? 10 : 0) + // ngram
ngram_score + // weighted ngrams
re + // different limit for dictionaries with PHONE rules
(ph ? (re < len * fact ? -1000 : 0)
: (re < (n + len) * fact ? -1000 : 0));
}
}
// phonetic version if (ph) for (int i = 0; i < MAX_ROOTS; i++) { if (rootsphon[i]) { // lowering rootphon[i]
std::string gl; int len; if (utf8) {
len = u8_u16(w_gl, rootsphon[i]);
mkallsmall_utf(w_gl, langnum);
u16_u8(gl, w_gl);
} else {
gl.assign(rootsphon[i]); if (!nonbmp)
mkallsmall(gl, csconv);
len = strlen(rootsphon[i]);
}
// weight length of the left common substring int leftcommon_score; if (utf8)
leftcommon_score = leftcommonsubstring(w_word, w_gl); else
leftcommon_score = leftcommonsubstring(word, gl.c_str()); // heuristic weigthing of ngram scores
scoresphon[i] += 2 * lcslen(word, gl) - abs((int)(n - len)) +
leftcommon_score;
}
}
if (ph)
bubblesort(&rootsphon[0], NULL, &scoresphon[0], MAX_ROOTS);
// copy over
size_t oldns = wlst.size();
int same = 0; for (int i = 0; i < MAX_GUESS; i++) { if (guess[i]) { if ((wlst.size() < oldns + maxngramsugs) && (wlst.size() < maxSug) &&
(!same || (gscore[i] > 1000))) { int unique = 1; // leave only excellent suggestions, if exists if (gscore[i] > 1000)
same = 1; elseif (gscore[i] < -100) {
same = 1; // keep the best ngram suggestions, unless in ONLYMAXDIFF mode if (wlst.size() > oldns || (pAMgr && pAMgr->get_onlymaxdiff())) {
free(guess[i]); if (guessorig[i])
free(guessorig[i]); continue;
}
} for (size_t j = 0; j < wlst.size(); ++j) { // don't suggest previous suggestions or a previous suggestion with // prefixes or affixes if ((!guessorig[i] && strstr(guess[i], wlst[j].c_str())) ||
(guessorig[i] && strstr(guessorig[i], wlst[j].c_str())) || // check forbidden words
!checkword(guess[i], 0, NULL, NULL)) {
unique = 0; break;
}
} if (unique) { if (guessorig[i]) {
wlst.push_back(guessorig[i]);
} else {
wlst.push_back(guess[i]);
}
}
free(guess[i]); if (guessorig[i])
free(guessorig[i]);
} else {
free(guess[i]); if (guessorig[i])
free(guessorig[i]);
}
}
}
oldns = wlst.size(); if (ph) for (int i = 0; i < MAX_ROOTS; i++) { if (rootsphon[i]) { if ((wlst.size() < oldns + MAXPHONSUGS) && (wlst.size() < maxSug)) { int unique = 1; for (size_t j = 0; j < wlst.size(); ++j) { // don't suggest previous suggestions or a previous suggestion with // prefixes or affixes if (strstr(rootsphon[i], wlst[j].c_str()) || // check forbidden words
!checkword(rootsphon[i], 0, NULL, NULL)) {
unique = 0; break;
}
} if (unique) {
wlst.push_back(rootsphon[i]);
}
}
}
}
if (nonbmp)
utf8 = 1;
}
// see if a candidate suggestion is spelled correctly // needs to check both root words and words with affixes
// obsolote MySpell-HU modifications: // return value 2 and 3 marks compounding with hyphen (-) // `3' marks roots without suffix int SuggestMgr::checkword(const std::string& word, int cpdsuggest, int* timer,
clock_t* timelimit) { // check time limit if (timer) {
(*timer)--; if (!(*timer) && timelimit) { if ((clock() - *timelimit) > TIMELIMIT) return 0;
*timer = MAXPLUSTIMER;
}
}
if (pAMgr) { struct hentry* rv = NULL; int nosuffix = 0;
// generate an n-gram score comparing s1 and s2, UTF16 version int SuggestMgr::ngram(int n, const std::vector<w_char>& su1, const std::vector<w_char>& su2, int opt) { int nscore = 0; int ns; int l1; int l2; int test = 0;
l1 = su1.size();
l2 = su2.size(); if (l2 == 0) return 0; for (int j = 1; j <= n; j++) {
ns = 0; for (int i = 0; i <= (l1 - j); i++) { int k = 0; for (int l = 0; l <= (l2 - j); l++) { for (k = 0; k < j; k++) { const w_char& c1 = su1[i + k]; const w_char& c2 = su2[l + k]; if ((c1.l != c2.l) || (c1.h != c2.h)) break;
} if (k == j) {
ns++; break;
}
} if (k != j && opt & NGRAM_WEIGHTED) {
ns--;
test++; if (i == 0 || i == l1 - j)
ns--; // side weight
}
}
nscore = nscore + ns; if (ns < 2 && !(opt & NGRAM_WEIGHTED)) break;
}
// generate an n-gram score comparing s1 and s2, non-UTF16 version int SuggestMgr::ngram(int n, const std::string& s1, const std::string& s2, int opt) { int nscore = 0; int ns; int l1; int l2; int test = 0;
l2 = s2.size(); if (l2 == 0) return 0;
l1 = s1.size(); for (int j = 1; j <= n; j++) {
ns = 0; for (int i = 0; i <= (l1 - j); i++) { //s2 is haystack, s1[i..i+j) is needle if (s2.find(s1.c_str()+i, 0, j) != std::string::npos) {
ns++;
} elseif (opt & NGRAM_WEIGHTED) {
ns--;
test++; if (i == 0 || i == l1 - j)
ns--; // side weight
}
}
nscore = nscore + ns; if (ns < 2 && !(opt & NGRAM_WEIGHTED)) break;
}
// length of the left common substring of s1 and (decapitalised) s2, UTF version int SuggestMgr::leftcommonsubstring( const std::vector<w_char>& su1, const std::vector<w_char>& su2) { int l1 = su1.size(); int l2 = su2.size(); // decapitalize dictionary word if (complexprefixes) { if (l1 && l2 && su1[l1 - 1] == su2[l2 - 1]) return 1;
} else { unsignedshort idx = su2.empty() ? 0 : (su2[0].h << 8) + su2[0].l; unsignedshort otheridx = su1.empty() ? 0 : (su1[0].h << 8) + su1[0].l; if (otheridx != idx && (otheridx != unicodetolower(idx, langnum))) return 0; int i; for (i = 1; (i < l1) && (i < l2) && (su1[i].l == su2[i].l) &&
(su1[i].h == su2[i].h);
i++)
; return i;
} return 0;
}
// length of the left common substring of s1 and (decapitalised) s2, non-UTF int SuggestMgr::leftcommonsubstring( constchar* s1, constchar* s2) { if (complexprefixes) { int l1 = strlen(s1); int l2 = strlen(s2); if (l1 <= l2 && s2[l1 - 1] == s2[l2 - 1]) return 1;
} elseif (csconv) { constchar* olds = s1; // decapitalise dictionary word
--> --------------------
--> maximum size reached
--> --------------------
Messung V0.5
¤ Dauer der Verarbeitung: 0.33 Sekunden
(vorverarbeitet)
¤
Die Informationen auf dieser Webseite wurden
nach bestem Wissen sorgfältig zusammengestellt. Es wird jedoch weder Vollständigkeit, noch Richtigkeit,
noch Qualität der bereit gestellten Informationen zugesichert.
Bemerkung:
Die farbliche Syntaxdarstellung und die Messung sind noch experimentell.