001/** 002 * Copyright (c) 2011, The University of Southampton and the individual contributors. 003 * All rights reserved. 004 * 005 * Redistribution and use in source and binary forms, with or without modification, 006 * are permitted provided that the following conditions are met: 007 * 008 * * Redistributions of source code must retain the above copyright notice, 009 * this list of conditions and the following disclaimer. 010 * 011 * * Redistributions in binary form must reproduce the above copyright notice, 012 * this list of conditions and the following disclaimer in the documentation 013 * and/or other materials provided with the distribution. 014 * 015 * * Neither the name of the University of Southampton nor the names of its 016 * contributors may be used to endorse or promote products derived from this 017 * software without specific prior written permission. 018 * 019 * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND 020 * ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED 021 * WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE 022 * DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR 023 * ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES 024 * (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; 025 * LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON 026 * ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT 027 * (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS 028 * SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. 029 */ 030package org.openimaj.feature; 031 032import java.io.DataInput; 033import java.io.DataOutput; 034import java.io.IOException; 035import java.io.PrintWriter; 036import java.util.Scanner; 037 038/** 039 * A feature-vector representation of an enumeration 040 * 041 * @author Jonathon Hare (jsh2@ecs.soton.ac.uk) 042 * 043 * @param <T> 044 * type of underlying enumeration 045 */ 046public class EnumFV<T extends Enum<T>> implements FeatureVector { 047 private static final long serialVersionUID = 1L; 048 private T enumValue; 049 050 /** 051 * Construct the feature with the given value 052 * 053 * @param value 054 * the value 055 */ 056 public EnumFV(T value) { 057 this.enumValue = value; 058 } 059 060 @Override 061 public void readBinary(DataInput in) throws IOException { 062 try { 063 @SuppressWarnings("unchecked") 064 final Class<T> clz = (Class<T>) Class.forName(in.readUTF()); 065 final String name = in.readUTF(); 066 this.enumValue = Enum.valueOf(clz, name); 067 } catch (final ClassNotFoundException e) { 068 throw new RuntimeException(e); 069 } 070 } 071 072 @Override 073 public void readASCII(Scanner in) throws IOException { 074 try { 075 @SuppressWarnings("unchecked") 076 final Class<T> clz = (Class<T>) Class.forName(in.nextLine()); 077 final String name = in.nextLine(); 078 this.enumValue = Enum.valueOf(clz, name); 079 } catch (final ClassNotFoundException e) { 080 throw new RuntimeException(e); 081 } 082 } 083 084 @Override 085 public byte[] binaryHeader() { 086 return "EnFV".getBytes(); 087 } 088 089 @Override 090 public String asciiHeader() { 091 return getClass().getName() + " "; 092 } 093 094 @Override 095 public void writeBinary(DataOutput out) throws IOException { 096 out.writeUTF(enumValue.getDeclaringClass().getName()); 097 out.writeUTF(enumValue.toString()); 098 } 099 100 @Override 101 public void writeASCII(PrintWriter out) throws IOException { 102 out.println(enumValue.getDeclaringClass().getName()); 103 out.println(enumValue.toString()); 104 } 105 106 @Override 107 public Enum<T> getVector() { 108 return enumValue; 109 } 110 111 @Override 112 public int length() { 113 return enumValue.getDeclaringClass().getEnumConstants().length; 114 } 115 116 @Override 117 public DoubleFV normaliseFV(double[] min, double[] max) { 118 return asDoubleFV().normaliseFV(min, max); 119 } 120 121 @Override 122 public DoubleFV normaliseFV(double min, double max) { 123 return asDoubleFV().normaliseFV(min, max); 124 } 125 126 @Override 127 public DoubleFV normaliseFV() { 128 return asDoubleFV().normaliseFV(); 129 } 130 131 @Override 132 public DoubleFV normaliseFV(double p) { 133 return asDoubleFV().normaliseFV(p); 134 } 135 136 @Override 137 public DoubleFV asDoubleFV() { 138 return new DoubleFV(asDoubleVector()); 139 } 140 141 @Override 142 public double[] asDoubleVector() { 143 final double[] vec = new double[length()]; 144 vec[enumValue.ordinal()] = 1; 145 return vec; 146 } 147 148 @Override 149 public double getAsDouble(int i) { 150 if (enumValue.ordinal() == i) 151 return 1; 152 return 0; 153 } 154 155 @SuppressWarnings("unchecked") 156 @Override 157 public void setFromDouble(int i, double v) { 158 if (v == 1) { 159 try { 160 enumValue = (T) this.getClass().getField("enumValue").getType().getEnumConstants()[i]; 161 } catch (final Exception e) { 162 throw new RuntimeException(e); 163 } 164 } 165 } 166 167 @Override 168 public EnumFV<T> newInstance() { 169 return new EnumFV<T>(enumValue); 170 } 171}