@mrizki/natural
Version:
General natural language (tokenizing, stemming (English, Russian, Spanish), part-of-speech tagging, sentiment analysis, classification, inflection, phonetics, tfidf, WordNet, jaro-winkler, Levenshtein distance, Dice's Coefficient) facilities for node.
512 lines (464 loc) • 16.2 kB
JavaScript
/*
Copyright (c) 2011, Chris Umbel
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.
*/
var Phonetic = require('./phonetic');
var DoubleMetaphone = new Phonetic();
module.exports = DoubleMetaphone;
function isVowel(c) {
return c && c.match(/[aeiouy]/i);
}
function truncate(string, length) {
if(string.length >= length)
string = string.substring(0, length);
return string;
}
function process(token, maxLength) {
token = token.toUpperCase();
var primary = '', secondary = '';
var pos = 0;
maxLength == maxLength || 32;
function subMatch(startOffset, stopOffset, terms) {
return subMatchAbsolute(pos + startOffset, pos + stopOffset, terms);
}
function subMatchAbsolute(startOffset, stopOffset, terms) {
return terms.indexOf(token.substring(startOffset, stopOffset)) > -1;
}
function addSecondary(primaryAppendage, secondaryAppendage) {
primary += primaryAppendage;
secondary += secondaryAppendage;
}
function add(primaryAppendage) {
addSecondary(primaryAppendage, primaryAppendage);
}
function addCompressedDouble(c, encoded) {
if(token[pos + 1] == c)
pos++;
add(encoded || c);
}
function handleC() {
if(pos >= 1 && !isVowel(token[pos - 2])
&& token[pos - 1] == 'A' && token[pos + 1] == 'H'
&& token[pos + 2] != 'I'
|| subMatch(-2, 4, ['BACHER', 'MACHER'])) {
add('K');
pos++;
} else if(pos == 0 && token.substring(1, 6) == 'EASAR') {
add('S');
add('S');
add('R');
pos += 6;
} else if(token.substring(pos + 1, pos + 4) == 'HIA') {
add('K');
pos++;
} else if(token[pos + 1] == 'H') {
if(pos > 0 && token.substring(pos + 2, pos + 4) == 'AE') {
addSecondary('K', 'X');
pos++;
} else if(pos == 0
&& (subMatch(1, 6, ['HARAC', 'HARIS'])
|| subMatch(1, 4, ['HOR', 'HUM', 'HIA', 'HEM']))
&& token.substring(pos + 1, pos + 5) != 'HORE') {
add('K');
pos++;
} else {
if((subMatchAbsolute(0, 3, ['VAN', 'VON']) || token.substring(0, 3) == 'SCH')
|| subMatch(-2, 4, ['ORCHES', 'ARCHIT', 'ORCHID'])
|| subMatch(2, 3, ['T', 'S'])
|| ((subMatch(-1, 0, ['A', 'O', 'U', 'E']) || pos == 0)
&& subMatch(2, 3, ['B', 'F', 'H', 'L', 'M', 'N', 'R', 'V', 'W']))) {
add('K');
} else if(pos > 0) {
if(token.substring(0, 2) == 'MC') {
add('K');
} else {
addSecondary('X', 'K');
}
} else {
add('X');
}
pos++;
}
} else if(token.substring(pos, pos + 2) == 'CZ'
&& token.substring(pos - 2, pos + 1) != 'WICZ') {
addSecondary('S', 'X');
pos++;
} else if(token.substring(pos, pos + 3) == 'CIA') {
add('X');
pos += 2;
} else if(token[pos + 1] == 'C' && pos != 1 && token[0] != 'M') {
if(['I', 'E', 'H'].indexOf(token[pos + 2]) > -1
&& token.substring(pos + 2, pos + 4) != 'HU') {
if(pos == 1 && token[pos - 1] == 'A'
|| subMatch(-1, 4, ['UCCEE', 'UCCES'])) {
add('KS');
} else {
add('X');
}
pos +=2;
} else {
add('K');
pos++;
}
} else if(['K', 'G', 'Q'].indexOf(token[pos + 1]) > -1) {
add('K');
pos++;
} else if(['E', 'I', 'Y'].indexOf(token[pos + 1]) > -1) {
if(subMatch(1, 3, ['IA', 'IE', 'IO'])) {
addSecondary('S', 'X');
} else {
add('S');
}
pos++;
} else {
add('K');
if(token[pos + 1] == ' ' && ['C', 'Q', 'G'].indexOf(token[pos + 2])) {
pos += 2;
} else if(['C', 'K', 'Q'].indexOf(token[pos + 1]) > -1
&& !subMatch(1, 3, ['CE', 'CI'])) {
pos++;
}
}
}
function handleD() {
if(token[pos + 1] == 'G') {
if(['I', 'E', 'Y'].indexOf(token[pos + 2]) > -1) {
add('J');
pos += 2;
} else {
add('TK');
pos++;
}
} else if(token[pos + 1] == 'T') {
add('T');
pos++;
} else
addCompressedDouble('D', 'T');
}
function handleG() {
if(token[pos + 1] == 'H') {
if(pos > 0 && !isVowel(token[pos - 1])) {
add('K');
pos++;
} else if(pos == 0) {
if(token[pos + 2] == 'I') {
add('J');
} else {
add('K');
}
pos++;
} else if(pos > 1
&& (['B', 'H', 'D'].indexOf(token[pos - 2]) > -1
|| ['B', 'H', 'D'].indexOf(token[pos - 3]) > -1
|| ['B', 'H'].indexOf(token[pos - 4]) > -1)) {
pos++;
} else {
if(pos > 2
&& token[pos - 1] == 'U'
&& ['C', 'G', 'L', 'R', 'T'].indexOf(token[pos - 3]) > -1) {
add('F');
} else if(token[pos - 1] != 'I') {
add('K');
}
pos++;
}
} else if(token[pos + 1] == 'N') {
if(pos == 1 && startsWithVowel && !slavoGermanic) {
addSecondary('KN', 'N');
} else {
if(token.substring(pos + 2, pos + 4) != 'EY'
&& (token[pos + 1] != 'Y'
&& !slavoGermanic)) {
addSecondary('N', 'KN');
} else
add('KN');
}
pos++;
} else if(token.substring(pos + 1, pos + 3) == 'LI' && !slavoGermanic) {
addSecondary('KL', 'L');
pos++;
} else if(pos == 0 && (token[pos + 1] == 'Y'
|| subMatch(1, 3, ['ES', 'EP', 'EB', 'EL', 'EY', 'IB', 'IL', 'IN', 'IE', 'EI', 'ER']))) {
addSecondary('K', 'J')
} else {
addCompressedDouble('G', 'K');
}
}
function handleH() {
// keep if starts a word or is surrounded by vowels
if((pos == 0 || isVowel(token[pos - 1])) && isVowel(token[pos + 1])) {
add('H');
pos++;
}
}
function handleJ() {
var jose = (token.substring(pos + 1, pos + 4) == 'OSE');
if(san || jose) {
if((pos == 0 && token[pos + 4] == ' ')
|| san) {
add('H');
} else
add('J', 'H');
} else {
if(pos == 0/* && !jose*/) {
addSecondary('J', 'A');
} else if(isVowel(token[pos - 1]) && !slavoGermanic
&& (token[pos + 1] == 'A' || token[pos + 1] == 'O')) {
addSecondary('J', 'H');
} else if(pos == token.length - 1) {
addSecondary('J', ' ');
} else
addCompressedDouble('J');
}
}
function handleL() {
if(token[pos + 1] == 'L') {
if(pos == token.length - 3 && (
subMatch(-1, 3, ['ILLO', 'ILLA', 'ALLE']) || (
token.substring(pos - 1, pos + 3) == 'ALLE' &&
(subMatch(-2, -1, ['AS', 'OS']) > -1 ||
['A', 'O'].indexOf(token[token.length - 1]) > -1)))) {
addSecondary('L', '');
pos++;
return;
}
pos++;
}
add('L');
}
function handleM() {
addCompressedDouble('M');
if(token[pos - 1] == 'U' && token[pos + 1] == 'B' &&
((pos == token.length - 2 || token.substring(pos + 2, pos + 4) == 'ER')))
pos++;
}
function handleP() {
if(token[pos + 1] == 'H') {
add('F');
pos++;
} else {
addCompressedDouble('P');
if(token[pos + 1] == 'B')
pos++;
}
}
function handleR() {
if(pos == token.length - 1 && !slavoGermanic
&& token.substring(pos - 2, pos) == 'IE'
&& !subMatch(-4, -3, ['ME', 'MA'])) {
addSecondary('', 'R');
} else
addCompressedDouble('R');
}
function handleS() {
if(pos == 0 && token.substring(0, 5) == 'SUGAR') {
addSecondary('X', 'S');
} else if(token[pos + 1] == 'H') {
if(subMatch(2, 5, ['EIM', 'OEK', 'OLM', 'OLZ'])) {
add('S');
} else {
add('X');
}
pos++;
} else if(subMatch(1, 3, ['IO', 'IA'])) {
if(slavoGermanic) {
add('S');
} else {
addSecondary('S', 'X');
}
pos++;
} else if((pos == 0 && ['M', 'N', 'L', 'W'].indexOf(token[pos + 1]) > -1)
|| token[pos + 1] == 'Z') {
addSecondary('S', 'X');
if(token[pos + 1] == 'Z')
pos++;
} else if(token.substring(pos, pos + 2) == 'SC') {
if(token[pos + 2] == 'H') {
if(subMatch(3, 5, ['ER', 'EN'])) {
addSecondary('X', 'SK');
} else if(subMatch(3, 5, ['OO', 'UY', 'ED', 'EM'])) {
add('SK');
} else if(pos == 0 && !isVowel(token[3]) && token[3] != 'W') {
addSecondary('X', 'S');
} else {
add('X');
}
} else if(['I', 'E', 'Y'].indexOf(token[pos + 2]) > -1) {
add('S');
} else {
add('SK');
}
pos += 2;
} else if(pos == token.length - 1
&& subMatch(-2, 0, ['AI', 'OI'])) {
addSecondary('', 'S');
} else if(token[pos + 1] != 'L' && (
token[pos - 1] != 'A' && token[pos - 1] != 'I')) {
addCompressedDouble('S');
if(token[pos + 1] == 'Z')
pos++;
}
}
function handleT() {
if(token.substring(pos + 1, pos + 4) == 'ION') {
add('XN');
pos += 3;
} else if(subMatch(1, 3, ['IA', 'CH'])) {
add('X');
pos += 2;
} else if(token[pos + 1] == 'H'
|| token.substring(1, 2) == 'TH') {
if(subMatch(2, 4, ['OM', 'AM'])
|| ['VAN ', 'VON '].indexOf(token.substring(0, 4)) > -1
|| token.substring(0, 3) == 'SCH') {
add('T');
} else
addSecondary('0', 'T');
pos++;
} else {
addCompressedDouble('T');
if(token[pos + 1] == 'D')
pos++;
}
}
function handleX() {
if(pos == 0) {
add('S');
} else if(!(pos == token.length - 1
&& (['IAU', 'EAU', 'IEU'].indexOf(token.substring(pos - 3, pos)) > -1
|| ['AU', 'OU'].indexOf(token.substring(pos - 2, pos)) > -1))) {
add('KS');
}
}
function handleW() {
if(pos == 0) {
if(token[1] == 'H') {
add('A');
} else if (isVowel(token[1])) {
addSecondary('A', 'F');
}
} else if((pos == token.length - 1 && isVowel(token[pos - 1])
|| subMatch(-1, 4, ['EWSKI', 'EWSKY', 'OWSKI', 'OWSKY'])
|| token.substring(0, 3) == 'SCH')) {
addSecondary('', 'F');
pos++;
} else if(['ICZ', 'ITZ'].indexOf(token.substring(pos + 1, pos + 4)) > -1) {
addSecondary('TS', 'FX');
pos += 3;
}
}
function handleZ() {
if(token[pos + 1] == 'H') {
add('J');
pos++;
} else if(subMatch(1, 3, ['ZO', 'ZI', 'ZA'])
|| (slavoGermanic && pos > 0 && token[pos - 1] != 'T')) {
addSecondary('S', 'TS');
pos++;
} else
addCompressedDouble('Z', 'S');
}
var san = (token.substring(0, 3) == 'SAN');
var startsWithVowel = isVowel(token[0]);
var slavoGermanic = token.match(/(W|K|CZ|WITZ)/);
if(subMatch(0, 2, ['GN', 'KN', 'PN', 'WR', 'PS'])) {
pos++;
}
while(pos < token.length) {
switch(token[pos]) {
case 'A': case 'E': case 'I': case 'O': case 'U': case 'Y':
case 'Ê': case 'É': case 'É': case'À':
if(pos == 0)
add('A');
break;
case 'B':
addCompressedDouble('B', 'P');
break;
case 'C':
handleC();
break;
case 'Ç':
add("S");
break;
case 'D':
handleD();
break;
case 'F': case 'K': case 'N':
addCompressedDouble(token[pos]);
break;
case 'G':
handleG();
break;
case 'H':
handleH();
break;
case 'J':
handleJ();
break;
case 'L':
handleL();
break;
case 'M':
handleM();
break;
case 'Ñ':
add('N');
break;
case 'P':
handleP();
break;
case 'Q':
addCompressedDouble('Q', 'K');
break;
case 'R':
handleR();
break;
case 'S':
handleS();
break;
case 'T':
handleT();
break;
case 'V':
addCompressedDouble('V', 'F');
break;
case 'W':
handleW();
break;
case 'X':
handleX();
break;
case 'Z':
handleZ();
break;
}
if(primary.length >= maxLength && secondary.length >= maxLength) {
break;
}
pos++;
}
return [truncate(primary, maxLength), truncate(secondary, maxLength)];
}
function compare(stringA, stringB) {
var encodingsA = process(stringA),
encodingsB = process(stringB);
return encodingsA[0] == encodingsB[0] ||
encodingsA[1] == encodingsB[1];
};
DoubleMetaphone.compare = compare
DoubleMetaphone.process = process;
DoubleMetaphone.isVowel = isVowel;