package com.swabunga.spell.engine;

import java.io.BufferedReader;
import java.io.InputStreamReader;

/**
 * This class is based on Levenshtein Distance algorithms, and it calculates how similar two words are.
 * If the words are identitical, then the distance is 0. The more that the words have in common, the lower the distance value.
 * The distance value is based on how many operations it takes to get from one word to the other. Possible operations are
 * swapping characters, adding a character, deleting a character, and substituting a character.
 * The resulting distance is the sum of these operations weighted by their cost, which can be set in the Configuration object.
 * When there are multiple ways to convert one word into the other, the lowest cost distance is returned.
 * 

 * Another way to think about this: what are the cheapest operations that would have to be done on the "original" word to end up
 * with the "similar" word? Each operation has a cost, and these are added up to get the distance.
 * 

 *
 * @see com.swabunga.spell.engine.Configuration#COST_REMOVE_CHAR
 * @see com.swabunga.spell.engine.Configuration#COST_INSERT_CHAR
 * @see com.swabunga.spell.engine.Configuration#COST_SUBST_CHARS
 * @see com.swabunga.spell.engine.Configuration#COST_SWAP_CHARS
 *
 */

public class EditDistance {

  /**
   * JMH Again, there is no need to have a global class matrix variable
   *  in this class. I have removed it and made the getDistance static final
   *
   * DMV: I refactored this method to make it more efficient, more readable, and simpler.
   * I also fixed a bug with how the distance was being calculated. You could get wrong
   * distances if you compared ("abc" to "ab") depending on what you had setup your
   * COST_REMOVE_CHAR and EDIT_INSERTION_COST values to - that is now fixed.
   *
   * WRS: I added a distance for case comparison, so a misspelling of "i" would be closer to "I" than
   * to "a".
   */

  public static Configuration config = Configuration.getConfiguration();

  public static final int getDistance(String word, String similar) {

    //get the weights for each possible operation
    final int costOfDeletingSourceCharacter = config.getInteger(Configuration.COST_REMOVE_CHAR);
    final int costOfInsertingSourceCharacter = config.getInteger(Configuration.COST_INSERT_CHAR);
    final int costOfSubstitutingLetters = config.getInteger(Configuration.COST_SUBST_CHARS);
    final int costOfSwappingLetters = config.getInteger(Configuration.COST_SWAP_CHARS);
    final int costOfChangingCase = config.getInteger(Configuration.COST_CHANGE_CASE);

    int a_size = word.length() + 1;
    int b_size = similar.length() + 1;
    int[][] matrix = new int[a_size][b_size];
    matrix[0][0] = 0;

    for (int i = 1; i != a_size; ++i)
      matrix[i][0] = matrix[i - 1][0] + costOfInsertingSourceCharacter; //initialize the first column

    for (int j = 1; j != b_size; ++j)
      matrix[0][j] = matrix[0][j - 1] + costOfDeletingSourceCharacter; //initalize the first row

    word = " " + word;
    similar = " " + similar;

    for (int i = 1; i != a_size; ++i) {
      char sourceChar = word.charAt(i);
      for (int j = 1; j != b_size; ++j) {

        char otherChar = similar.charAt(j);
        if (sourceChar == otherChar) {
          matrix[i][j] = matrix[i - 1][j - 1]; //no change required, so just carry the current cost up
          continue;
        }

        int costOfSubst = costOfSubstitutingLetters + matrix[i - 1][j - 1];
        //if needed, add up the cost of doing a swap
        int costOfSwap = Integer.MAX_VALUE;
        boolean isSwap = (i != 1) && (j != 1) && sourceChar == similar.charAt(j - 1) && word.charAt(i - 1) == otherChar;
        if (isSwap)
          costOfSwap = costOfSwappingLetters + matrix[i - 2][j - 2];

        int costOfDelete = costOfDeletingSourceCharacter + matrix[i][j - 1];
        int costOfInsertion = costOfInsertingSourceCharacter + matrix[i - 1][j];

        int costOfCaseChange = Integer.MAX_VALUE;
        String strSrcChar = "" + sourceChar;
        String strOtherChar = "" + otherChar;

        if (strSrcChar.compareToIgnoreCase(strOtherChar) == 0)
          costOfCaseChange = costOfChangingCase + matrix[i - 1][j - 1];

        matrix[i][j] = minimum(costOfSubst, costOfSwap, costOfDelete, costOfInsertion, costOfCaseChange);
      }
    }
    int cost = matrix[a_size - 1][b_size - 1];

    if (false)
      System.out.println(dumpMatrix(word, similar, matrix));

    return cost;
  }

  /**
   * For debugging, this creates a string that represents the matrix. To read the matrix, look at any square. That is the cost to get from
   * the partial letters along the top to the partial letters along the side.
   * @param src - the source string that the matrix columns are based on
   * @param dest - the dest string that the matrix rows are based on
   * @param matrix - a two dimensional array of costs (distances)
   * @return String
   */
  static private String dumpMatrix(String src, String dest, int matrix[][]) {
    StringBuffer s = new StringBuffer("");

    int cols = matrix.length;
    int rows = matrix[0].length;

    for (int i = 0; i < cols + 1; i++) {
      for (int j = 0; j < rows + 1; j++) {
        if (i == 0 && j == 0) {
          s.append("\n ");
          continue;

        }
        if (i == 0) {
          s.append("|   ");
          s.append(dest.charAt(j - 1));
          continue;
        }
        if (j == 0) {
          s.append(src.charAt(i - 1));
          continue;
        }
        String num = Integer.toString(matrix[i - 1][j - 1]);
        int padding = 4 - num.length();
        s.append("|");
        for (int k = 0; k < padding; k++)
          s.append(' ');
        s.append(num);
      }
      s.append('\n');
    }
    return s.toString();

  }


  static private int minimum(int a, int b, int c, int d, int e) {
    int mi = a;
    if (b < mi)
      mi = b;
    if (c < mi)
      mi = c;
    if (d < mi)
      mi = d;
    if (e < mi)
      mi = e;

    return mi;
  }


  public static void main(String[] args) throws Exception {
    BufferedReader stdin = new BufferedReader(new InputStreamReader(System.in));

    while (true) {

      String input1 = stdin.readLine();
      if (input1 == null || input1.length() == 0)
        break;

      String input2 = stdin.readLine();
      if (input2 == null || input2.length() == 0)
        break;

      System.out.println(EditDistance.getDistance(input1, input2));
    }
    System.out.println("done");
  }
}