| /* |
| * 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.feature; |
| |
| import java.util.LinkedHashMap; |
| |
| import org.apache.solr.client.solrj.SolrQuery; |
| import org.apache.solr.ltr.TestRerankBase; |
| import org.apache.solr.ltr.model.LinearModel; |
| import org.junit.After; |
| import org.junit.Before; |
| import org.junit.Test; |
| |
| |
| public class TestRankingFeature extends TestRerankBase { |
| |
| @Before |
| public void before() throws Exception { |
| setuptest(false); |
| |
| assertU(adoc("id", "1", "title", "w1", "description", "w1", "popularity", |
| "1")); |
| assertU(adoc("id", "2", "title", "w2 2asd asdd didid", "description", |
| "w2 2asd asdd didid", "popularity", "2")); |
| assertU(adoc("id", "3", "title", "w3", "description", "w3", "popularity", |
| "3")); |
| assertU(adoc("id", "4", "title", "w4", "description", "w4", "popularity", |
| "4")); |
| assertU(adoc("id", "5", "title", "w5", "description", "w5", "popularity", |
| "5")); |
| assertU(adoc("id", "6", "title", "w1 w2", "description", "w1 w2", |
| "popularity", "6")); |
| assertU(adoc("id", "7", "title", "w1 w2 w3 w4 w5", "description", |
| "w1 w2 w3 w4 w5 w8", "popularity", "7")); |
| assertU(adoc("id", "8", "title", "w1 w1 w1 w2 w2 w8", "description", |
| "w1 w1 w1 w2 w2", "popularity", "8")); |
| assertU(commit()); |
| } |
| |
| @After |
| public void after() throws Exception { |
| aftertest(); |
| } |
| |
| @Test |
| public void testRankingSolrFeature() throws Exception { |
| // before(); |
| loadFeature("powpularityS", SolrFeature.class.getName(), |
| "{\"q\":\"{!func}pow(popularity,2)\"}"); |
| loadFeature("unpopularityS", SolrFeature.class.getName(), |
| "{\"q\":\"{!func}div(1,popularity)\"}"); |
| |
| loadModel("powpularityS-model", LinearModel.class.getName(), |
| new String[] {"powpularityS"}, "{\"weights\":{\"powpularityS\":1.0}}"); |
| loadModel("unpopularityS-model", LinearModel.class.getName(), |
| new String[] {"unpopularityS"}, "{\"weights\":{\"unpopularityS\":1.0}}"); |
| |
| final SolrQuery query = new SolrQuery(); |
| query.setQuery("title:w1"); |
| query.add("fl", "*, score"); |
| query.add("rows", "4"); |
| |
| assertJQ("/query" + query.toQueryString(), "/response/numFound/==4"); |
| assertJQ("/query" + query.toQueryString(), "/response/docs/[0]/id=='1'"); |
| assertJQ("/query" + query.toQueryString(), "/response/docs/[1]/id=='8'"); |
| assertJQ("/query" + query.toQueryString(), "/response/docs/[2]/id=='6'"); |
| assertJQ("/query" + query.toQueryString(), "/response/docs/[3]/id=='7'"); |
| // Normal term match |
| |
| query.add("rq", "{!ltr model=powpularityS-model reRankDocs=4}"); |
| query.set("debugQuery", "on"); |
| |
| assertJQ("/query" + query.toQueryString(), "/response/numFound/==4"); |
| assertJQ("/query" + query.toQueryString(), "/response/docs/[0]/id=='8'"); |
| assertJQ("/query" + query.toQueryString(), "/response/docs/[0]/score==64.0"); |
| assertJQ("/query" + query.toQueryString(), "/response/docs/[1]/id=='7'"); |
| assertJQ("/query" + query.toQueryString(), "/response/docs/[1]/score==49.0"); |
| assertJQ("/query" + query.toQueryString(), "/response/docs/[2]/id=='6'"); |
| assertJQ("/query" + query.toQueryString(), "/response/docs/[2]/score==36.0"); |
| assertJQ("/query" + query.toQueryString(), "/response/docs/[3]/id=='1'"); |
| assertJQ("/query" + query.toQueryString(), "/response/docs/[3]/score==1.0"); |
| |
| query.remove("rq"); |
| query.add("rq", "{!ltr model=unpopularityS-model reRankDocs=4}"); |
| |
| assertJQ("/query" + query.toQueryString(), "/response/numFound/==4"); |
| assertJQ("/query" + query.toQueryString(), "/response/docs/[0]/id=='1'"); |
| assertJQ("/query" + query.toQueryString(), "/response/docs/[0]/score==1.0"); |
| |
| assertJQ("/query" + query.toQueryString(), "/response/docs/[1]/id=='6'"); |
| assertJQ("/query" + query.toQueryString(), "/response/docs/[2]/id=='7'"); |
| assertJQ("/query" + query.toQueryString(), "/response/docs/[3]/id=='8'"); |
| |
| //bad solr ranking feature |
| loadFeature("powdesS", SolrFeature.class.getName(), |
| "{\"q\":\"{!func}pow(description,2)\"}"); |
| loadModel("powdesS-model", LinearModel.class.getName(), |
| new String[] {"powdesS"}, "{\"weights\":{\"powdesS\":1.0}}"); |
| |
| query.remove("rq"); |
| query.add("rq", "{!ltr model=powdesS-model reRankDocs=4}"); |
| |
| assertJQ("/query" + query.toQueryString(), |
| "/error/msg/=='"+FeatureException.class.getName()+": " + |
| "java.lang.UnsupportedOperationException: " + |
| "Unable to extract feature for powdesS'"); |
| |
| } |
| |
| @Test |
| public void testParamsToMap() throws Exception { |
| final LinkedHashMap<String,Object> params = new LinkedHashMap<String,Object>(); |
| params.put("q", "{!func}pow(popularity,2)"); |
| doTestParamsToMap(SolrFeature.class.getName(), params); |
| } |
| |
| } |