/* * Licensed to the Apache Software Foundation (ASF) under one or more * contributor license agreements. See the NOTICE file distributed with * this work for additional information regarding copyright ownership. * The ASF licenses this file to You under the Apache License, Version 2.0 * (the "License"); you may not use this file except in compliance with * the License. You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ package org.apache.solr.ltr.norm; import java.util.LinkedHashMap; /** * A Normalizer to scale a feature value using a (min,max) range. * <p> * Example configuration: <pre> "norm" : { "class" : "org.apache.solr.ltr.norm.MinMaxNormalizer", "params" : { "min":"0", "max":"50" } } </pre> * Example normalizations: * <ul> * <li>-5 will be normalized to -0.1 * <li>55 will be normalized to 1.1 * <li>+5 will be normalized to +0.1 * </ul> */ public class MinMaxNormalizer extends Normalizer { private float min = Float.NEGATIVE_INFINITY; private float max = Float.POSITIVE_INFINITY; private float delta = max - min; private void updateDelta() { delta = max - min; } public float getMin() { return min; } public void setMin(float min) { this.min = min; updateDelta(); } public void setMin(String min) { this.min = Float.parseFloat(min); updateDelta(); } public float getMax() { return max; } public void setMax(float max) { this.max = max; updateDelta(); } public void setMax(String max) { this.max = Float.parseFloat(max); updateDelta(); } @Override protected void validate() throws NormalizerException { if (delta == 0f) { throw new NormalizerException("MinMax Normalizer delta must not be zero " + "| min = " + min + ",max = " + max + ",delta = " + delta); } } @Override public float normalize(float value) { return (value - min) / delta; } @Override public LinkedHashMap<String,Object> paramsToMap() { final LinkedHashMap<String,Object> params = new LinkedHashMap<>(2, 1.0f); params.put("min", '"'+Float.toString(min)+'"'); params.put("max", '"'+Float.toString(max)+'"'); return params; } @Override public String toString() { final StringBuilder sb = new StringBuilder(64); // default initialCapacity of 16 won't be enough sb.append(getClass().getSimpleName()).append('('); sb.append("min=").append(min); sb.append(",max=").append(max).append(')'); return sb.toString(); } }