포스테깅 한 csv파일을 스태밍 한 후 csv파일로 내보내기(make stemming csv file from csv file)

package st;

import java.io.File;

import opennlp.tools.cmdline.postag.POSModelLoader;

import opennlp.tools.postag.POSModel;

import java.io.FileInputStream;

import java.io.FileNotFoundException;

import java.io.FileReader;

import java.io.IOException;

import java.io.PrintWriter;

import com.opencsv.CSVReader;

/*

   Porter stemmer in Java. The original paper is in

       Porter, 1980, An algorithm for suffix stripping, Program, Vol. 14,

       no. 3, pp 130-137,

   See also http://www.tartarus.org/~martin/PorterStemmer

   History:

   Release 1

   Bug 1 (reported by Gonzalo Parra 16/10/99) fixed as marked below.

   The words 'aed', 'eed', 'oed' leave k at 'a' for step 3, and b[k-1]

   is then out outside the bounds of b.

   Release 2

   Similarly,

   Bug 2 (reported by Steve Dyrdahl 22/2/00) fixed as marked below.

   'ion' by itself leaves j = -1 in the test for 'ion' in step 5, and

   b[j] is then outside the bounds of b.

   Release 3

   Considerably revised 4/9/00 in the light of many helpful suggestions

   from Brian Goetz of Quiotix Corporation (brian@quiotix.com).

   Release 4

*/

/**

  * Stemmer, implementing the Porter Stemming Algorithm

  *

  * The Stemmer class transforms a word into its root form.  The input

  * word can be provided a character at time (by calling add()), or at once

  * by calling one of the various stem(something) methods.

  */

class Stemmer

{  private char[] b;

   private int i,     /* offset into b */

               i_end, /* offset to end of stemmed word */

               j, k;

   private static final int INC = 50;

                     /* unit of size whereby b is increased */

   public Stemmer()

   {  b = new char[INC];

      i = 0;

      i_end = 0;

   }

   /**

    * Add a character to the word being stemmed.  When you are finished

    * adding characters, you can call stem(void) to stem the word.

    */

   public void add(char ch)

   {  if (i == b.length)

      {  char[] new_b = new char[i+INC];

         for (int c = 0; c < i; c++) new_b[c] = b[c];

         b = new_b;

      }

      b[i++] = ch;

   }

   /** Adds wLen characters to the word being stemmed contained in a portion

    * of a char[] array. This is like repeated calls of add(char ch), but

    * faster.

    */

   public void add(char[] w, int wLen)

   {  if (i+wLen >= b.length)

      {  char[] new_b = new char[i+wLen+INC];

         for (int c = 0; c < i; c++) new_b[c] = b[c];

         b = new_b;

      }

      for (int c = 0; c < wLen; c++) b[i++] = w[c];

   }

   /**

    * After a word has been stemmed, it can be retrieved by toString(),

    * or a reference to the internal buffer can be retrieved by getResultBuffer

    * and getResultLength (which is generally more efficient.)

    */

   public String toString() { return new String(b,0,i_end); }

   /**

    * Returns the length of the word resulting from the stemming process.

    */

   public int getResultLength() { return i_end; }

   /**

    * Returns a reference to a character buffer containing the results of

    * the stemming process.  You also need to consult getResultLength()

    * to determine the length of the result.

    */

   public char[] getResultBuffer() { return b; }

   public void stem()

   {

  k = i - 1;

      if (k > 1) { step1(); step2(); step3(); step4(); step5(); step6(); }

      i_end = k+1; i = 0;

   }

   private final void step1()

   {  if (b[k] == 's')

      {  if (ends("sses")) k -= 2; else

         if (ends("ies")) setto("i"); else

         if (b[k-1] != 's') k--;

      }

      if (ends("eed")) { if (m() > 0) k--; } else

      if ((ends("ed") || ends("ing")) && vowelinstem())

      {  k = j;

         if (ends("at")) setto("ate"); else

         if (ends("bl")) setto("ble"); else

         if (ends("iz")) setto("ize"); else

         if (doublec(k))

         {  k--;

            {  int ch = b[k];

               if (ch == 'l' || ch == 's' || ch == 'z') k++;

            }

         }

         else if (m() == 1 && cvc(k)) setto("e");

     }

   }

   /* step2() turns terminal y to i when there is another vowel in the stem. */

   private final void step2() { if (ends("y") && vowelinstem()) b[k] = 'i'; }

   /* step3() maps double suffices to single ones. so -ization ( = -ize plus

      -ation) maps to -ize etc. note that the string before the suffix must give

      m() > 0. */

   private final void step3() { if (k == 0) return; /* For Bug 1 */ switch (b[k-1])

   {

       case 'a': if (ends("ational")) { r("ate"); break; }

                 if (ends("tional")) { r("tion"); break; }

                 break;

       case 'c': if (ends("enci")) { r("ence"); break; }

                 if (ends("anci")) { r("ance"); break; }

                 break;

       case 'e': if (ends("izer")) { r("ize"); break; }

                 break;

       case 'l': if (ends("bli")) { r("ble"); break; }

                 if (ends("alli")) { r("al"); break; }

                 if (ends("entli")) { r("ent"); break; }

                 if (ends("eli")) { r("e"); break; }

                 if (ends("ousli")) { r("ous"); break; }

                 break;

       case 'o': if (ends("ization")) { r("ize"); break; }

                 if (ends("ation")) { r("ate"); break; }

                 if (ends("ator")) { r("ate"); break; }

                 break;

       case 's': if (ends("alism")) { r("al"); break; }

                 if (ends("iveness")) { r("ive"); break; }

                 if (ends("fulness")) { r("ful"); break; }

                 if (ends("ousness")) { r("ous"); break; }

                 break;

       case 't': if (ends("aliti")) { r("al"); break; }

                 if (ends("iviti")) { r("ive"); break; }

                 if (ends("biliti")) { r("ble"); break; }

                 break;

       case 'g': if (ends("logi")) { r("log"); break; }

   } }

   /* step4() deals with -ic-, -full, -ness etc. similar strategy to step3. */

   private final void step4() { switch (b[k])

   {

       case 'e': if (ends("icate")) { r("ic"); break; }

                 if (ends("ative")) { r(""); break; }

                 if (ends("alize")) { r("al"); break; }

                 break;

       case 'i': if (ends("iciti")) { r("ic"); break; }

                 break;

       case 'l': if (ends("ical")) { r("ic"); break; }

                 if (ends("ful")) { r(""); break; }

                 break;

       case 's': if (ends("ness")) { r(""); break; }

                 break;

   } }

   /* step5() takes off -ant, -ence etc., in context <c>vcvc<v>. */

   private final void step5()

   {   if (k == 0) return; /* for Bug 1 */ switch (b[k-1])

       {  case 'a': if (ends("al")) break; return;

          case 'c': if (ends("ance")) break;

                    if (ends("ence")) break; return;

          case 'e': if (ends("er")) break; return;

          case 'i': if (ends("ic")) break; return;

          case 'l': if (ends("able")) break;

                    if (ends("ible")) break; return;

          case 'n': if (ends("ant")) break;

                    if (ends("ement")) break;

                    if (ends("ment")) break;

                    /* element etc. not stripped before the m */

                    if (ends("ent")) break; return;

          case 'o': if (ends("ion") && j >= 0 && (b[j] == 's' || b[j] == 't')) break;

                                    /* j >= 0 fixes Bug 2 */

                    if (ends("ou")) break; return;

                    /* takes care of -ous */

          case 's': if (ends("ism")) break; return;

          case 't': if (ends("ate")) break;

                    if (ends("iti")) break; return;

          case 'u': if (ends("ous")) break; return;

          case 'v': if (ends("ive")) break; return;

          case 'z': if (ends("ize")) break; return;

          default: return;

       }

       if (m() > 1) k = j;

   }

   /* step6() removes a final -e if m() > 1. */

   private final void step6()

   {  j = k;

      if (b[k] == 'e')

      {  int a = m();

         if (a > 1 || a == 1 && !cvc(k-1)) k--;

      }

      if (b[k] == 'l' && doublec(k) && m() > 1) k--;

   }

   private final boolean ends(String s)

   {  int l = s.length();

      int o = k-l+1;

      if (o < 0) return false;

      for (int i = 0; i < l; i++) if (b[o+i] != s.charAt(i)) return false;

      j = k-l;

      return true;

   }

   private final void r(String s) { if (m() > 0) setto(s); }

   

   /* setto(s) sets (j+1),...k to the characters in the string s, readjusting

      k. */

   private final void setto(String s)

   {  int l = s.length();

      int o = j+1;

      for (int i = 0; i < l; i++) b[o+i] = s.charAt(i);

      k = j+l;

   }

   

   private final int m()

   {  int n = 0;

      int i = 0;

      while(true)

      {  if (i > j) return n;

         if (! cons(i)) break; i++;

      }

      i++;

      while(true)

      {  while(true)

         {  if (i > j) return n;

               if (cons(i)) break;

               i++;

         }

         i++;

         n++;

         while(true)

         {  if (i > j) return n;

            if (! cons(i)) break;

            i++;

         }

         i++;

       }

   }

   /* vowelinstem() is true <=> 0,...j contains a vowel */

   private final boolean vowelinstem()

   {  int i; for (i = 0; i <= j; i++) if (! cons(i)) return true;

      return false;

   }

   /* doublec(j) is true <=> j,(j-1) contain a double consonant. */

   private final boolean doublec(int j)

   {  if (j < 1) return false;

      if (b[j] != b[j-1]) return false;

      return cons(j);

   }

   /* cvc(i) is true <=> i-2,i-1,i has the form consonant - vowel - consonant

      and also if the second c is not w,x or y. this is used when trying to

      restore an e at the end of a short word. e.g.

         cav(e), lov(e), hop(e), crim(e), but

         snow, box, tray.

   */

   private final boolean cvc(int i)

   {  if (i < 2 || !cons(i) || cons(i-1) || !cons(i-2)) return false;

      {  int ch = b[i];

         if (ch == 'w' || ch == 'x' || ch == 'y') return false;

      }

      return true;

   }

   /* cons(i) is true <=> b[i] is a consonant. */

   private final boolean cons(int i)

   {  switch (b[i])

      {  case 'a': case 'e': case 'i': case 'o': case 'u': return false;

         case 'y': return (i==0) ? true : !cons(i-1);

         default: return true;

      }

   }

   

   

   /* m() measures the number of consonant sequences between 0 and j. if c is

      a consonant sequence and v a vowel sequence, and <..> indicates arbitrary

      presence,

         <c><v>       gives 0

         <c>vc<v>     gives 1

         <c>vcvc<v>   gives 2

         <c>vcvcvc<v> gives 3

         ....

   */

   /* r(s) is used further down. */

   /* step1() gets rid of plurals and -ed or -ing. e.g.

          caresses  ->  caress

          ponies    ->  poni

          ties      ->  ti

          caress    ->  caress

          cats      ->  cat

          feed      ->  feed

          agreed    ->  agree

          disabled  ->  disable

          matting   ->  mat

          mating    ->  mate

          meeting   ->  meet

          milling   ->  mill

          messing   ->  mess

          meetings  ->  meet

   */

   /** Stem the word placed into the Stemmer buffer through calls to add().

    * Returns true if the stemming process resulted in a word different

    * from the input.  You can retrieve the result with

    * getResultLength()/getResultBuffer() or toString().

    */

   /** Test program for demonstrating the Stemmer.  It reads text from a

    * a list of files, stems each word, and writes the result to standard

    * output. Note that the word stemmed is expected to be in lower case:

    * forcing lower case must be done outside the Stemmer class.

    * Usage: Stemmer file-name file-name ...

    */

   //-----------------------------------------------------------------

   public static void main(String[] args)throws IOException

   {

   

  PrintWriter pw = new PrintWriter(new File("stam1.csv"));

       StringBuilder sb = new StringBuilder();

       //csv 첫줄 추가 

       sb.append("id");

       sb.append(',');

       sb.append("abstract");

       sb.append('\n');

       

   char[] w = new char[501];

      Stemmer s = new Stemmer();//스테머 객체 추가

      

      for (int i = 0; i < args.length; i++)//args로 들어온 파일 크기많큼 for문 돌리기 

      try //FileNotFoundException 예외 처

      {

         FileInputStream in = new FileInputStream(args[i]); //파일 읽어 들여서 객체 만들

         try //ioexception 예외처리 

         { 

         while(true) //예외 안에서 계속 돌기 

           {  

         int ch = in.read(); //inputstream 으로 부터 바이트단위로 데이터를 가져옴 

              if (Character.isLetter((char) ch)) //케릭터를 레터로 정의 

              {

                 int j = 0;

                 while(true)

                 { 

                 ch = Character.toLowerCase((char) ch); // 소문자로 변경 

                    w[j] = (char) ch;

                    if (j < 500) j++;

                    ch = in.read();

                   

                    if (!Character.isLetter((char) ch))

                    {

                    /* or, to test add(char[] w, int j) */

                       /* to test add(char ch) */

                       for (int c = 0; c < j; c++) 

                       s.add(w[c]); //스테머에 추가 

                       /* s.add(w, j); */

                      

//                       new StepforStem().stem();

                      s.stem(); //스탬 함수 호

                       {  String u;

                          /* and now, to test toString() : */

                          u = s.toString(); //스태밍 한 것을 스트링 u에 넣기 

                          /* to test getResultBuffer(), getResultLength() : */

                          /* u = new String(s.getResultBuffer(), 0, s.getResultLength()); */

                          System.out.print(u); // 스태밍 끝난u 출력                         

                          sb.append(u);

//                          u.substring(0, 4).equals("nuart"){}

                          

                       }

               

                       break;

                       

                    }

                 }

              }

              if (ch < 0) break;     

              System.out.print((char)ch);

              sb.append((char)ch);

              

           }

        

        

         }

         catch (IOException e)

         {  System.out.println("error reading " + args[i]);      

            break;

         }

      }

      catch (FileNotFoundException e)

      {  System.out.println("file " + args[i] + " not found");

         break;

      }

      pw.flush();

      pw.write(sb.toString());

      pw.close();

     }

}

class StepforStem

{

private char[] b;

  private int i,     /* offset into b */

              i_end, /* offset to end of stemmed word */

              j, k;

  private static final int INC = 50;

   

public StepforStem()

{

}

}