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package org.apache.commons.codec.language;

import java.util.Locale;

import org.apache.commons.codec.EncoderException;
import org.apache.commons.codec.StringEncoder;

Match Rating Approach Phonetic Algorithm Developed by Western Airlines in 1977. This class is immutable and thread-safe.
See Also:
Since:1.8
/** * Match Rating Approach Phonetic Algorithm Developed by <CITE>Western Airlines</CITE> in 1977. * * This class is immutable and thread-safe. * * @see <a href="http://en.wikipedia.org/wiki/Match_rating_approach">Wikipedia - Match Rating Approach</a> * @since 1.8 */
public class MatchRatingApproachEncoder implements StringEncoder { private static final String SPACE = " "; private static final String EMPTY = "";
Constants used mainly for the min rating value.
/** * Constants used mainly for the min rating value. */
private static final int ONE = 1, TWO = 2, THREE = 3, FOUR = 4, FIVE = 5, SIX = 6, SEVEN = 7, ELEVEN = 11, TWELVE = 12;
The plain letter equivalent of the accented letters.
/** * The plain letter equivalent of the accented letters. */
private static final String PLAIN_ASCII = "AaEeIiOoUu" + // grave "AaEeIiOoUuYy" + // acute "AaEeIiOoUuYy" + // circumflex "AaOoNn" + // tilde "AaEeIiOoUuYy" + // umlaut "Aa" + // ring "Cc" + // cedilla "OoUu"; // double acute
Unicode characters corresponding to various accented letters. For example: \u00DA is U acute etc...
/** * Unicode characters corresponding to various accented letters. For example: \u00DA is U acute etc... */
private static final String UNICODE = "\u00C0\u00E0\u00C8\u00E8\u00CC\u00EC\u00D2\u00F2\u00D9\u00F9" + "\u00C1\u00E1\u00C9\u00E9\u00CD\u00ED\u00D3\u00F3\u00DA\u00FA\u00DD\u00FD" + "\u00C2\u00E2\u00CA\u00EA\u00CE\u00EE\u00D4\u00F4\u00DB\u00FB\u0176\u0177" + "\u00C3\u00E3\u00D5\u00F5\u00D1\u00F1" + "\u00C4\u00E4\u00CB\u00EB\u00CF\u00EF\u00D6\u00F6\u00DC\u00FC\u0178\u00FF" + "\u00C5\u00E5" + "\u00C7\u00E7" + "\u0150\u0151\u0170\u0171"; private static final String[] DOUBLE_CONSONANT = new String[] { "BB", "CC", "DD", "FF", "GG", "HH", "JJ", "KK", "LL", "MM", "NN", "PP", "QQ", "RR", "SS", "TT", "VV", "WW", "XX", "YY", "ZZ" };
Cleans up a name: 1. Upper-cases everything 2. Removes some common punctuation 3. Removes accents 4. Removes any spaces.

API Usage

Consider this method private, it is package protected for unit testing only.

Params:
  • name – The name to be cleaned
Returns:The cleaned name
/** * Cleans up a name: 1. Upper-cases everything 2. Removes some common punctuation 3. Removes accents 4. Removes any * spaces. * * <h2>API Usage</h2> * <p> * Consider this method private, it is package protected for unit testing only. * </p> * * @param name * The name to be cleaned * @return The cleaned name */
String cleanName(final String name) { String upperName = name.toUpperCase(Locale.ENGLISH); final String[] charsToTrim = { "\\-", "[&]", "\\'", "\\.", "[\\,]" }; for (final String str : charsToTrim) { upperName = upperName.replaceAll(str, EMPTY); } upperName = removeAccents(upperName); upperName = upperName.replaceAll("\\s+", EMPTY); return upperName; }
Encodes an Object using the Match Rating Approach algorithm. Method is here to satisfy the requirements of the Encoder interface Throws an EncoderException if input object is not of type java.lang.String.
Params:
  • pObject – Object to encode
Throws:
Returns:An object (or type java.lang.String) containing the Match Rating Approach code which corresponds to the String supplied.
/** * Encodes an Object using the Match Rating Approach algorithm. Method is here to satisfy the requirements of the * Encoder interface Throws an EncoderException if input object is not of type java.lang.String. * * @param pObject * Object to encode * @return An object (or type java.lang.String) containing the Match Rating Approach code which corresponds to the * String supplied. * @throws EncoderException * if the parameter supplied is not of type java.lang.String */
@Override public final Object encode(final Object pObject) throws EncoderException { if (!(pObject instanceof String)) { throw new EncoderException( "Parameter supplied to Match Rating Approach encoder is not of type java.lang.String"); } return encode((String) pObject); }
Encodes a String using the Match Rating Approach (MRA) algorithm.
Params:
  • name – String object to encode
Returns:The MRA code corresponding to the String supplied
/** * Encodes a String using the Match Rating Approach (MRA) algorithm. * * @param name * String object to encode * @return The MRA code corresponding to the String supplied */
@Override public final String encode(String name) { // Bulletproof for trivial input - NINO if (name == null || EMPTY.equalsIgnoreCase(name) || SPACE.equalsIgnoreCase(name) || name.length() == 1) { return EMPTY; } // Preprocessing name = cleanName(name); // BEGIN: Actual encoding part of the algorithm... // 1. Delete all vowels unless the vowel begins the word name = removeVowels(name); // 2. Remove second consonant from any double consonant name = removeDoubleConsonants(name); // 3. Reduce codex to 6 letters by joining the first 3 and last 3 letters name = getFirst3Last3(name); return name; }
Gets the first and last 3 letters of a name (if > 6 characters) Else just returns the name.

API Usage

Consider this method private, it is package protected for unit testing only.

Params:
  • name – The string to get the substrings from
Returns:Annexed first and last 3 letters of input word.
/** * Gets the first and last 3 letters of a name (if &gt; 6 characters) Else just returns the name. * * <h2>API Usage</h2> * <p> * Consider this method private, it is package protected for unit testing only. * </p> * * @param name * The string to get the substrings from * @return Annexed first and last 3 letters of input word. */
String getFirst3Last3(final String name) { final int nameLength = name.length(); if (nameLength > SIX) { final String firstThree = name.substring(0, THREE); final String lastThree = name.substring(nameLength - THREE, nameLength); return firstThree + lastThree; } return name; }
Obtains the min rating of the length sum of the 2 names. In essence the larger the sum length the smaller the min rating. Values strictly from documentation.

API Usage

Consider this method private, it is package protected for unit testing only.

Params:
  • sumLength – The length of 2 strings sent down
Returns:The min rating value
/** * Obtains the min rating of the length sum of the 2 names. In essence the larger the sum length the smaller the * min rating. Values strictly from documentation. * * <h2>API Usage</h2> * <p> * Consider this method private, it is package protected for unit testing only. * </p> * * @param sumLength * The length of 2 strings sent down * @return The min rating value */
int getMinRating(final int sumLength) { int minRating = 0; if (sumLength <= FOUR) { minRating = FIVE; } else if (sumLength <= SEVEN) { // aready know it is at least 5 minRating = FOUR; } else if (sumLength <= ELEVEN) { // aready know it is at least 8 minRating = THREE; } else if (sumLength == TWELVE) { minRating = TWO; } else { minRating = ONE; // docs said little here. } return minRating; }
Determines if two names are homophonous via Match Rating Approach (MRA) algorithm. It should be noted that the strings are cleaned in the same way as encode(String).
Params:
  • name1 – First of the 2 strings (names) to compare
  • name2 – Second of the 2 names to compare
Returns:true if the encodings are identical false otherwise.
/** * Determines if two names are homophonous via Match Rating Approach (MRA) algorithm. It should be noted that the * strings are cleaned in the same way as {@link #encode(String)}. * * @param name1 * First of the 2 strings (names) to compare * @param name2 * Second of the 2 names to compare * @return <code>true</code> if the encodings are identical <code>false</code> otherwise. */
public boolean isEncodeEquals(String name1, String name2) { // Bulletproof for trivial input - NINO if (name1 == null || EMPTY.equalsIgnoreCase(name1) || SPACE.equalsIgnoreCase(name1)) { return false; } else if (name2 == null || EMPTY.equalsIgnoreCase(name2) || SPACE.equalsIgnoreCase(name2)) { return false; } else if (name1.length() == 1 || name2.length() == 1) { return false; } else if (name1.equalsIgnoreCase(name2)) { return true; } // Preprocessing name1 = cleanName(name1); name2 = cleanName(name2); // Actual MRA Algorithm // 1. Remove vowels name1 = removeVowels(name1); name2 = removeVowels(name2); // 2. Remove double consonants name1 = removeDoubleConsonants(name1); name2 = removeDoubleConsonants(name2); // 3. Reduce down to 3 letters name1 = getFirst3Last3(name1); name2 = getFirst3Last3(name2); // 4. Check for length difference - if 3 or greater then no similarity // comparison is done if (Math.abs(name1.length() - name2.length()) >= THREE) { return false; } // 5. Obtain the minimum rating value by calculating the length sum of the // encoded Strings and sending it down. final int sumLength = Math.abs(name1.length() + name2.length()); int minRating = 0; minRating = getMinRating(sumLength); // 6. Process the encoded Strings from left to right and remove any // identical characters found from both Strings respectively. final int count = leftToRightThenRightToLeftProcessing(name1, name2); // 7. Each PNI item that has a similarity rating equal to or greater than // the min is considered to be a good candidate match return count >= minRating; }
Determines if a letter is a vowel.

API Usage

Consider this method private, it is package protected for unit testing only.

Params:
  • letter – The letter under investiagtion
Returns:True if a vowel, else false
/** * Determines if a letter is a vowel. * * <h2>API Usage</h2> * <p> * Consider this method private, it is package protected for unit testing only. * </p> * * @param letter * The letter under investiagtion * @return True if a vowel, else false */
boolean isVowel(final String letter) { return letter.equalsIgnoreCase("E") || letter.equalsIgnoreCase("A") || letter.equalsIgnoreCase("O") || letter.equalsIgnoreCase("I") || letter.equalsIgnoreCase("U"); }
Processes the names from left to right (first) then right to left removing identical letters in same positions. Then subtracts the longer string that remains from 6 and returns this.

API Usage

Consider this method private, it is package protected for unit testing only.

Params:
  • name1 – name2
Returns:the length as above
/** * Processes the names from left to right (first) then right to left removing identical letters in same positions. * Then subtracts the longer string that remains from 6 and returns this. * * <h2>API Usage</h2> * <p> * Consider this method private, it is package protected for unit testing only. * </p> * * @param name1 * name2 * @return the length as above */
int leftToRightThenRightToLeftProcessing(final String name1, final String name2) { final char[] name1Char = name1.toCharArray(); final char[] name2Char = name2.toCharArray(); final int name1Size = name1.length() - 1; final int name2Size = name2.length() - 1; String name1LtRStart = EMPTY; String name1LtREnd = EMPTY; String name2RtLStart = EMPTY; String name2RtLEnd = EMPTY; for (int i = 0; i < name1Char.length; i++) { if (i > name2Size) { break; } name1LtRStart = name1.substring(i, i + 1); name1LtREnd = name1.substring(name1Size - i, name1Size - i + 1); name2RtLStart = name2.substring(i, i + 1); name2RtLEnd = name2.substring(name2Size - i, name2Size - i + 1); // Left to right... if (name1LtRStart.equals(name2RtLStart)) { name1Char[i] = ' '; name2Char[i] = ' '; } // Right to left... if (name1LtREnd.equals(name2RtLEnd)) { name1Char[name1Size - i] = ' '; name2Char[name2Size - i] = ' '; } } // Char arrays -> string & remove extraneous space final String strA = new String(name1Char).replaceAll("\\s+", EMPTY); final String strB = new String(name2Char).replaceAll("\\s+", EMPTY); // Final bit - subtract longest string from 6 and return this int value if (strA.length() > strB.length()) { return Math.abs(SIX - strA.length()); } return Math.abs(SIX - strB.length()); }
Removes accented letters and replaces with non-accented ascii equivalent Case is preserved. http://www.codecodex.com/wiki/Remove_accent_from_letters_%28ex_.%C3%A9_to_e%29
Params:
  • accentedWord – The word that may have accents in it.
Returns:De-accented word
/** * Removes accented letters and replaces with non-accented ascii equivalent Case is preserved. * http://www.codecodex.com/wiki/Remove_accent_from_letters_%28ex_.%C3%A9_to_e%29 * * @param accentedWord * The word that may have accents in it. * @return De-accented word */
String removeAccents(final String accentedWord) { if (accentedWord == null) { return null; } final StringBuilder sb = new StringBuilder(); final int n = accentedWord.length(); for (int i = 0; i < n; i++) { final char c = accentedWord.charAt(i); final int pos = UNICODE.indexOf(c); if (pos > -1) { sb.append(PLAIN_ASCII.charAt(pos)); } else { sb.append(c); } } return sb.toString(); }
Replaces any double consonant pair with the single letter equivalent.

API Usage

Consider this method private, it is package protected for unit testing only.

Params:
  • name – String to have double consonants removed
Returns:Single consonant word
/** * Replaces any double consonant pair with the single letter equivalent. * * <h2>API Usage</h2> * <p> * Consider this method private, it is package protected for unit testing only. * </p> * * @param name * String to have double consonants removed * @return Single consonant word */
String removeDoubleConsonants(final String name) { String replacedName = name.toUpperCase(Locale.ENGLISH); for (final String dc : DOUBLE_CONSONANT) { if (replacedName.contains(dc)) { final String singleLetter = dc.substring(0, 1); replacedName = replacedName.replace(dc, singleLetter); } } return replacedName; }
Deletes all vowels unless the vowel begins the word.

API Usage

Consider this method private, it is package protected for unit testing only.

Params:
  • name – The name to have vowels removed
Returns:De-voweled word
/** * Deletes all vowels unless the vowel begins the word. * * <h2>API Usage</h2> * <p> * Consider this method private, it is package protected for unit testing only. * </p> * * @param name * The name to have vowels removed * @return De-voweled word */
String removeVowels(String name) { // Extract first letter final String firstLetter = name.substring(0, 1); name = name.replaceAll("A", EMPTY); name = name.replaceAll("E", EMPTY); name = name.replaceAll("I", EMPTY); name = name.replaceAll("O", EMPTY); name = name.replaceAll("U", EMPTY); name = name.replaceAll("\\s{2,}\\b", SPACE); // return isVowel(firstLetter) ? (firstLetter + name) : name; if (isVowel(firstLetter)) { return firstLetter + name; } return name; } }