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Apache Solr Learning to Rank Package
/*
* 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.interleaving;
import org.apache.lucene.search.ScoreDoc;
import org.apache.solr.common.SolrException;
import org.apache.solr.ltr.interleaving.algorithms.TeamDraftInterleaving;
/**
* Interleaving considers two ranking models: modelA and modelB.
* For a given query, each model returns its ranked list of documents La = (a1,a2,...) and Lb = (b1,
* b2, ...).
* An Interleaving algorithm creates a unique ranked list I = (i1, i2, ...).
* This list is created by interleaving elements from the two lists la and lb as described by the
* implementation algorithm.
* Each element Ij is labelled TeamA if it is selected from La and TeamB if it is selected from Lb.
*/
public interface Interleaving {
String TEAM_DRAFT = "TeamDraft";
InterleavingResult interleave(ScoreDoc[] rerankedA, ScoreDoc[] rerankedB);
static Interleaving getImplementation(String algorithm) {
switch (algorithm) {
case TEAM_DRAFT:
return new TeamDraftInterleaving();
default:
throw new SolrException(
SolrException.ErrorCode.BAD_REQUEST, "Unknown Interleaving algorithm: " + algorithm);
}
}
}
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