/* * 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; import java.util.Map; import org.apache.lucene.search.Explanation; import org.apache.solr.core.SolrResourceLoader; import org.apache.solr.util.SolrPluginUtils; /** * A normalizer normalizes the value of a feature. After the feature values * have been computed, the {@link Normalizer#normalize(float)} methods will * be called and the resulting values will be used by the model. */ public abstract class Normalizer { public abstract float normalize(float value); public abstract LinkedHashMap<String,Object> paramsToMap(); public Explanation explain(Explanation explain) { final float normalized = normalize(explain.getValue()); final String explainDesc = "normalized using " + toString(); return Explanation.match(normalized, explainDesc, explain); } public static Normalizer getInstance(SolrResourceLoader solrResourceLoader, String className, Map<String,Object> params) { final Normalizer f = solrResourceLoader.newInstance(className, Normalizer.class); if (params != null) { SolrPluginUtils.invokeSetters(f, params.entrySet()); } f.validate(); return f; } /** * As part of creation of a normalizer instance, this function confirms * that the normalizer parameters are valid. * * @throws NormalizerException * Normalizer Exception */ protected abstract void validate() throws NormalizerException; }