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							- /*
 
-  * Author: Kasun Gajasinghe
 
-  * E-Mail: kasunbg AT gmail DOT com
 
-  * Date: 09.08.2010
 
-  *
 
-  * usage: stemmer(word);
 
-  * ex: var stem = stemmer(foobar);
 
-  * Implementation of the stemming algorithm from http://snowball.tartarus.org/algorithms/french/stemmer.html
 
-  *
 
-  * LICENSE:
 
-  *
 
-  * Copyright (c) 2010, Kasun Gajasinghe. 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.
 
-  *
 
-  *
 
-  * THIS SOFTWARE IS PROVIDED BY KASUN GAJASINGHE ''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 KASUN GAJASINGHE 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.
 
-  *
 
-  */
 
- var stemmer = function(word){
 
- //    Letters in French include the following accented forms,
 
- //        â   à   ç   ë   é   ê   è   ï   î   ô   û   ù
 
- //    The following letters are vowels:
 
- //        a   e   i   o   u   y   â   à   ë   é   ê   è   ï   î   ô   û   ù
 
-     
 
-     word = word.toLowerCase();
 
-     var oriWord = word;
 
-     word = word.replace(/qu/g, 'qU');   //have to perform first, as after the operation, capital U is not treated as a vowel
 
-     word = word.replace(/([aeiouyâàëéêèïîôûù])u([aeiouyâàëéêèïîôûù])/g, '$1U$2');
 
-     word = word.replace(/([aeiouyâàëéêèïîôûù])i([aeiouyâàëéêèïîôûù])/g, '$1I$2');
 
-     word = word.replace(/([aeiouyâàëéêèïîôûù])y/g, '$1Y');
 
-     word = word.replace(/y([aeiouyâàëéêèïîôûù])/g, 'Y$1');
 
-  
 
-     var rv='';
 
-     var rvIndex = -1;
 
-     if(word.search(/^(par|col|tap)/) != -1 || word.search(/^[aeiouyâàëéêèïîôûù]{2}/) != -1){
 
-         rv = word.substring(3);
 
-         rvIndex = 3;
 
-     } else {
 
-         rvIndex = word.substring(1).search(/[aeiouyâàëéêèïîôûù]/);
 
-         if(rvIndex != -1){
 
-             rvIndex +=2;   //+2 is to supplement the substring(1) used to find rvIndex
 
-             rv = word.substring(rvIndex);
 
-         } else {
 
-             rvIndex = word.length;
 
-         }
 
-     }
 
- //    R1 is the region after the first non-vowel following a vowel, or the end of the word if there is no such non-vowel.
 
- //    R2 is the region after the first non-vowel following a vowel in R1, or the end of the word if there is no such non-vowel
 
-     var r1Index = word.search(/[aeiouyâàëéêèïîôûù][^aeiouyâàëéêèïîôûù]/);
 
-     var r1 = '';
 
-     if (r1Index != -1) {
 
-         r1Index += 2;
 
-         r1 = word.substring(r1Index);
 
-     } else {
 
-         r1Index = word.length;        
 
-     }
 
-     var r2Index = -1;
 
-     var r2 = '';
 
-     if (r1Index != -1) {
 
-         r2Index = r1.search(/[aeiouyâàëéêèïîôûù][^aeiouyâàëéêèïîôûù]/);
 
-         if (r2Index != -1) {
 
-             r2Index += 2;
 
-             r2 = r1.substring(r2Index);
 
-             r2Index += r1Index;
 
-         } else {
 
-             r2 = '';
 
-             r2Index = word.length;            
 
-         }
 
-     }
 
-     if (r1Index != -1 && r1Index < 3) {
 
-         r1Index = 3;
 
-         r1 = word.substring(r1Index);
 
-     }
 
-     /*
 
-     Step 1: Standard suffix removal
 
-     */
 
-     var a1Index = word.search(/(ance|iqUe|isme|able|iste|eux|ances|iqUes|ismes|ables|istes)$/);
 
-     var a2Index = word.search(/(atrice|ateur|ation|atrices|ateurs|ations)$/);
 
-     var a3Index = word.search(/(logie|logies)$/);
 
-     var a4Index = word.search(/(usion|ution|usions|utions)$/);
 
-     var a5Index = word.search(/(ence|ences)$/);
 
-     var a6Index = word.search(/(ement|ements)$/);
 
-     var a7Index = word.search(/(ité|ités)$/);
 
-     var a8Index = word.search(/(if|ive|ifs|ives)$/);
 
-     var a9Index = word.search(/(eaux)$/);
 
-     var a10Index = word.search(/(aux)$/);
 
-     var a11Index = word.search(/(euse|euses)$/);
 
-     var a12Index = word.search(/[^aeiouyâàëéêèïîôûù](issement|issements)$/);
 
-     var a13Index = word.search(/(amment)$/);
 
-     var a14Index = word.search(/(emment)$/);
 
-     var a15Index = word.search(/[aeiouyâàëéêèïîôûù](ment|ments)$/);
 
-     if(a1Index != -1 && a1Index >= r2Index){
 
-         word = word.substring(0,a1Index);
 
-     } else if(a2Index != -1 && a2Index >= r2Index){
 
-         word = word.substring(0,a2Index);
 
-         var a2Index2 = word.search(/(ic)$/);
 
-         if(a2Index2 != -1 && a2Index2 >= r2Index){
 
-             word = word.substring(0, a2Index2);        //if preceded by ic, delete if in R2,
 
-         } else {                                //else replace by iqU
 
-             word = word.replace(/(ic)$/,'iqU');
 
-         }
 
-     } else if(a3Index != -1 && a3Index >= r2Index){
 
-         word = word.replace(/(logie|logies)$/,'log');  //replace with log if in R2
 
-     } else if(a4Index != -1 && a4Index >= r2Index){
 
-         word = word.replace(/(usion|ution|usions|utions)$/,'u');  //replace with u if in R2
 
-     } else if(a5Index != -1 && a5Index >= r2Index){
 
-         word = word.replace(/(ence|ences)$/,'ent');  //replace with ent if in R2
 
-     } else if(a6Index != -1 && a6Index >= rvIndex){
 
-         word = word.substring(0,a6Index);
 
-         if(word.search(/(iv)$/) >= r2Index){
 
-             word = word.replace(/(iv)$/, '');
 
-             if(word.search(/(at)$/) >= r2Index){
 
-                 word = word.replace(/(at)$/, '');
 
-             }
 
-         } else if(word.search(/(eus)$/) != -1){
 
-             var a6Index2 = word.search(/(eus)$/);
 
-             if(a6Index2 >=r2Index){
 
-                 word = word.substring(0, a6Index2);    
 
-             } else if(a6Index2 >= r1Index){
 
-                 word = word.substring(0,a6Index2)+"eux";
 
-             }
 
-         } else if(word.search(/(abl|iqU)$/) >= r2Index){
 
-             word = word.replace(/(abl|iqU)$/,'');   //if preceded by abl or iqU, delete if in R2,
 
-         } else if(word.search(/(ièr|Ièr)$/) >= rvIndex){
 
-             word = word.replace(/(ièr|Ièr)$/,'i');   //if preceded by abl or iqU, delete if in R2,
 
-         } 
 
-     } else if(a7Index != -1 && a7Index >= r2Index){
 
-         word = word.substring(0,a7Index);   //delete if in R2
 
-         if(word.search(/(abil)$/) != -1){   //if preceded by abil, delete if in R2, else replace by abl, otherwise,
 
-             var a7Index2 = word.search(/(abil)$/);
 
-             if(a7Index2 >=r2Index){
 
-                 word = word.substring(0, a7Index2);
 
-             } else {
 
-                 word = word.substring(0,a7Index2)+"abl";
 
-             }
 
-         } else if(word.search(/(ic)$/) != -1){
 
-             var a7Index3 = word.search(/(ic)$/);
 
-             if(a7Index3 != -1 && a7Index3 >= r2Index){
 
-                 word = word.substring(0, a7Index3);        //if preceded by ic, delete if in R2,
 
-             } else {                                //else replace by iqU
 
-                 word = word.replace(/(ic)$/,'iqU');
 
-             }
 
-         } else if(word.search(/(iv)$/) != r2Index){
 
-             word = word.replace(/(iv)$/,'');                        
 
-         }
 
-     } else if(a8Index != -1 && a8Index >= r2Index){
 
-         word = word.substring(0,a8Index);
 
-         if(word.search(/(at)$/) >= r2Index){
 
-             word = word.replace(/(at)$/, '');
 
-             if(word.search(/(ic)$/) >= r2Index){
 
-                 word = word.replace(/(ic)$/, '');
 
-             } else { word = word.replace(/(ic)$/, 'iqU'); }
 
-         }
 
-     } else if(a9Index != -1){ word = word.replace(/(eaux)/,'eau')
 
-     } else if(a10Index >= r1Index){ word = word.replace(/(aux)/,'al')
 
-     } else if(a11Index != -1 ){
 
-         var a11Index2 = word.search(/(euse|euses)$/);
 
-         if(a11Index2 >=r2Index){
 
-             word = word.substring(0, a11Index2);
 
-         } else if(a11Index2 >= r1Index){
 
-             word = word.substring(0, a11Index2)+"eux";
 
-         }
 
-     } else if(a12Index!=-1 && a12Index>=r1Index){
 
-         word = word.substring(0,a12Index+1);    //+1- amendment to non-vowel
 
-     } else if(a13Index!=-1 && a13Index>=rvIndex){
 
-         word = word.replace(/(amment)$/,'ant');
 
-     } else if(a14Index!=-1 && a14Index>=rvIndex){
 
-         word = word.replace(/(emment)$/,'ent');
 
-     } else if(a15Index!=-1 && a15Index>=rvIndex){
 
-         word = word.substring(0,a15Index+1);
 
-     }
 
-     /* Step 2a: Verb suffixes beginning i*/
 
-     var wordStep1 = word;
 
-     var step2aDone = false;
 
-     if(oriWord == word.toLowerCase() || oriWord.search(/(amment|emment|ment|ments)$/) != -1){
 
-         step2aDone = true;
 
-         var b1Regex = /([^aeiouyâàëéêèïîôûù])(îmes|ît|îtes|i|ie|ies|ir|ira|irai|iraIent|irais|irait|iras|irent|irez|iriez|irions|irons|iront|is|issaIent|issais|issait|issant|issante|issantes|issants|isse|issent|isses|issez|issiez|issions|issons|it)$/i;
 
-         if(word.search(b1Regex) >= rvIndex){
 
-             word = word.replace(b1Regex,'$1');
 
-         }
 
-     }
 
-     /* Step 2b:  Other verb suffixes*/
 
-     if (step2aDone && wordStep1 == word) {
 
-         if (word.search(/(ions)$/) >= r2Index) {
 
-             word = word.replace(/(ions)$/, '');
 
-         } else {
 
-             var b2Regex = /(é|ée|ées|és|èrent|er|era|erai|eraIent|erais|erait|eras|erez|eriez|erions|erons|eront|ez|iez)$/i;
 
-             if (word.search(b2Regex) >= rvIndex) {
 
-                 word = word.replace(b2Regex, '');
 
-             } else {
 
-                 var b3Regex = /e(âmes|ât|âtes|a|ai|aIent|ais|ait|ant|ante|antes|ants|as|asse|assent|asses|assiez|assions)$/i;
 
-                 if (word.search(b3Regex) >= rvIndex) {
 
-                     word = word.replace(b3Regex, '');
 
-                 } else {
 
-                     var b3Regex2 = /(âmes|ât|âtes|a|ai|aIent|ais|ait|ant|ante|antes|ants|as|asse|assent|asses|assiez|assions)$/i;
 
-                     if (word.search(b3Regex2) >= rvIndex) {
 
-                         word = word.replace(b3Regex2, '');
 
-                     }
 
-                 }
 
-             }
 
-         }
 
-     }
 
-     
 
-     if(oriWord != word.toLowerCase()){
 
-         /* Step 3 */
 
-         var rep = '';
 
-         if(word.search(/Y$/) != -1) {
 
-             word = word.replace(/Y$/, 'i');
 
-         } else if(word.search(/ç$/) != -1){
 
-             word = word.replace(/ç$/, 'c');
 
-         }
 
-     } else {
 
-         /* Step 4 */
 
-         //If the word ends s, not preceded by a, i, o, u, è or s, delete it.
 
-         if (word.search(/([^aiouès])s$/) >= rvIndex) {
 
-             word = word.replace(/([^aiouès])s$/, '$1');
 
-         }
 
-         var e1Index = word.search(/ion$/);
 
-         if (e1Index >= r2Index && word.search(/[st]ion$/) >= rvIndex) {
 
-             word = word.substring(0, e1Index);
 
-         } else {
 
-             var e2Index = word.search(/(ier|ière|Ier|Ière)$/);
 
-             if (e2Index != -1 && e2Index >= rvIndex) {
 
-                 word = word.substring(0, e2Index) + "i";
 
-             } else {
 
-                 if (word.search(/e$/) >= rvIndex) {
 
-                     word = word.replace(/e$/, '');   //delete last e
 
-                 } else if (word.search(/guë$/) >= rvIndex) {
 
-                     word = word.replace(/guë$/, 'gu');
 
-                 }
 
-             }
 
-         }
 
-     }
 
-     
 
-     /* Step 5: Undouble */
 
-     //word = word.replace(/(en|on|et|el|eil)(n|t|l)$/,'$1');
 
-     word = word.replace(/(en|on)(n)$/,'$1');
 
-     word = word.replace(/(ett)$/,'et');
 
-     word = word.replace(/(el|eil)(l)$/,'$1');
 
-     /* Step 6: Un-accent */
 
-     word = word.replace(/[éè]([^aeiouyâàëéêèïîôûù]+)$/,'e$1');
 
-     word = word.toLowerCase();
 
-     return word;
 
- };
 
- var eqOut = new Array();
 
- var noteqOut = new Array();
 
- var eqCount = 0;
 
- /*
 
- To test the stemming, create two arrays named "voc" and "COut" which are for vocabualary and the stemmed output.
 
- Then add the vocabulary strings and output strings. This method will generate the stemmed output for "voc" and will
 
- compare the output with COut.
 
-  (I used porter's voc and out files and did a regex to convert them to js objects. regex: /");\nvoc.push("/g . This
 
-   will add strings to voc array such that output would look like: voc.push("foobar"); ) drop me an email for any help.
 
-  */
 
- function testFr(){
 
-     var start = new Date().getTime(); //execution time
 
-     eqCount = 0;
 
-     eqOut = new Array();
 
-     noteqOut = new Array();
 
-     for(var k=0;k<voc.length;k++){
 
-         if(COut[k]==stemmer(voc[k])){
 
-             eqCount++;
 
-             eqOut.push("v: "+voc[k]+" c: "+COut[k]);    
 
-         } else {
 
-             noteqOut.push(voc[k]+", c: "+COut[k]+" s:"+stemmer(voc[k]));
 
-         }
 
-     }
 
-     var end = new Date().getTime(); //execution time
 
-     var time = end-start;
 
-     alert("equal count= "+eqCount+" out of "+voc.length+" words. time= "+time+" ms");
 
-     //console.log("equal count= "+eqCount+" out of "+voc.length+" words. time= "+time+" ms");
 
- }
 
 
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