/* * SPDX-License-Identifier: Apache-2.0 * * The OpenSearch Contributors require contributions made to * this file be licensed under the Apache-2.0 license or a * compatible open source license. */ /* * Licensed to Elasticsearch under one or more contributor * license agreements. See the NOTICE file distributed with * this work for additional information regarding copyright * ownership. Elasticsearch 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. */ /* * Modifications Copyright OpenSearch Contributors. See * GitHub history for details. */ package org.opensearch.index.query; public final class RankFeatureQueryBuilders { private RankFeatureQueryBuilders() {} /** * Return a new {@link RankFeatureQueryBuilder} that will score documents as * {@code boost * S / (S + pivot)} where S is the value of the static feature. * @param fieldName field that stores features * @param pivot feature value that would give a score contribution equal to weight/2, must be in (0, +Infinity) */ public static RankFeatureQueryBuilder saturation(String fieldName, float pivot) { return new RankFeatureQueryBuilder(fieldName, new RankFeatureQueryBuilder.ScoreFunction.Saturation(pivot)); } /** * Same as {@link #saturation(String, float)} but a reasonably good default pivot value * is computed based on index statistics and is approximately equal to the geometric mean of all * values that exist in the index. * @param fieldName field that stores features */ public static RankFeatureQueryBuilder saturation(String fieldName) { return new RankFeatureQueryBuilder(fieldName, new RankFeatureQueryBuilder.ScoreFunction.Saturation()); } /** * Return a new {@link RankFeatureQueryBuilder} that will score documents as * {@code boost * Math.log(scalingFactor + S)} where S is the value of the static feature. * @param fieldName field that stores features * @param scalingFactor scaling factor applied before taking the logarithm, must be in [1, +Infinity) */ public static RankFeatureQueryBuilder log(String fieldName, float scalingFactor) { return new RankFeatureQueryBuilder(fieldName, new RankFeatureQueryBuilder.ScoreFunction.Log(scalingFactor)); } /** * Return a new {@link RankFeatureQueryBuilder} that will score documents as * {@code boost * S^a / (S^a + pivot^a)} where S is the value of the static feature. * @param fieldName field that stores features * @param pivot feature value that would give a score contribution equal to weight/2, must be in (0, +Infinity) * @param exp exponent, higher values make the function grow slower before 'pivot' and faster after 'pivot', * must be in (0, +Infinity) */ public static RankFeatureQueryBuilder sigmoid(String fieldName, float pivot, float exp) { return new RankFeatureQueryBuilder(fieldName, new RankFeatureQueryBuilder.ScoreFunction.Sigmoid(pivot, exp)); } /** * Return a new {@link RankFeatureQueryBuilder} that will score documents as * {@code S)} where S is the indexed value of the static feature. * @param fieldName field that stores features */ public static RankFeatureQueryBuilder linear(String fieldName) { return new RankFeatureQueryBuilder(fieldName, new RankFeatureQueryBuilder.ScoreFunction.Linear()); } }