/* * 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.lucene.analysis.query; import org.apache.lucene.analysis.*; import org.apache.lucene.document.Document; import org.apache.lucene.document.Field; import org.apache.lucene.document.TextField; import org.apache.lucene.index.DirectoryReader; import org.apache.lucene.index.IndexReader; import org.apache.lucene.index.IndexWriter; import org.apache.lucene.index.IndexWriterConfig; import org.apache.lucene.store.RAMDirectory; import java.util.Arrays; import java.util.Collections; public class QueryAutoStopWordAnalyzerTest extends BaseTokenStreamTestCase { String variedFieldValues[] = {"the", "quick", "brown", "fox", "jumped", "over", "the", "lazy", "boring", "dog"}; String repetitiveFieldValues[] = {"boring", "boring", "vaguelyboring"}; RAMDirectory dir; Analyzer appAnalyzer; IndexReader reader; QueryAutoStopWordAnalyzer protectedAnalyzer; @Override public void setUp() throws Exception { super.setUp(); dir = new RAMDirectory(); appAnalyzer = new MockAnalyzer(random(), MockTokenizer.WHITESPACE, false); IndexWriter writer = new IndexWriter(dir, new IndexWriterConfig(appAnalyzer)); int numDocs = 200; for (int i = 0; i < numDocs; i++) { Document doc = new Document(); String variedFieldValue = variedFieldValues[i % variedFieldValues.length]; String repetitiveFieldValue = repetitiveFieldValues[i % repetitiveFieldValues.length]; doc.add(new TextField("variedField", variedFieldValue, Field.Store.YES)); doc.add(new TextField("repetitiveField", repetitiveFieldValue, Field.Store.YES)); writer.addDocument(doc); } writer.close(); reader = DirectoryReader.open(dir); } @Override public void tearDown() throws Exception { appAnalyzer.close(); reader.close(); super.tearDown(); } public void testNoStopwords() throws Exception { // Note: an empty list of fields passed in protectedAnalyzer = new QueryAutoStopWordAnalyzer( appAnalyzer, reader, Collections.<String>emptyList(), 1); TokenStream protectedTokenStream = protectedAnalyzer.tokenStream("variedField", "quick"); assertTokenStreamContents(protectedTokenStream, new String[]{"quick"}); protectedTokenStream = protectedAnalyzer.tokenStream("repetitiveField", "boring"); assertTokenStreamContents(protectedTokenStream, new String[]{"boring"}); protectedAnalyzer.close(); } public void testDefaultStopwordsAllFields() throws Exception { protectedAnalyzer = new QueryAutoStopWordAnalyzer( appAnalyzer, reader); TokenStream protectedTokenStream = protectedAnalyzer.tokenStream("repetitiveField", "boring"); assertTokenStreamContents(protectedTokenStream, new String[0]); // Default stop word filtering will remove boring protectedAnalyzer.close(); } public void testStopwordsAllFieldsMaxPercentDocs() throws Exception { protectedAnalyzer = new QueryAutoStopWordAnalyzer( appAnalyzer, reader, 1f / 2f); TokenStream protectedTokenStream = protectedAnalyzer.tokenStream("repetitiveField", "boring"); // A filter on terms in > one half of docs remove boring assertTokenStreamContents(protectedTokenStream, new String[0]); protectedTokenStream = protectedAnalyzer.tokenStream("repetitiveField", "vaguelyboring"); // A filter on terms in > half of docs should not remove vaguelyBoring assertTokenStreamContents(protectedTokenStream, new String[]{"vaguelyboring"}); protectedAnalyzer.close(); protectedAnalyzer = new QueryAutoStopWordAnalyzer( appAnalyzer, reader, 1f / 4f); protectedTokenStream = protectedAnalyzer.tokenStream("repetitiveField", "vaguelyboring"); // A filter on terms in > quarter of docs should remove vaguelyBoring assertTokenStreamContents(protectedTokenStream, new String[0]); protectedAnalyzer.close(); } public void testStopwordsPerFieldMaxPercentDocs() throws Exception { protectedAnalyzer = new QueryAutoStopWordAnalyzer( appAnalyzer, reader, Arrays.asList("variedField"), 1f / 2f); TokenStream protectedTokenStream = protectedAnalyzer.tokenStream("repetitiveField", "boring"); // A filter on one Field should not affect queries on another assertTokenStreamContents(protectedTokenStream, new String[]{"boring"}); protectedAnalyzer.close(); protectedAnalyzer = new QueryAutoStopWordAnalyzer( appAnalyzer, reader, Arrays.asList("variedField", "repetitiveField"), 1f / 2f); protectedTokenStream = protectedAnalyzer.tokenStream("repetitiveField", "boring"); // A filter on the right Field should affect queries on it assertTokenStreamContents(protectedTokenStream, new String[0]); protectedAnalyzer.close(); } public void testStopwordsPerFieldMaxDocFreq() throws Exception { protectedAnalyzer = new QueryAutoStopWordAnalyzer( appAnalyzer, reader, Arrays.asList("repetitiveField"), 10); int numStopWords = protectedAnalyzer.getStopWords("repetitiveField").length; assertTrue("Should have identified stop words", numStopWords > 0); protectedAnalyzer.close(); protectedAnalyzer = new QueryAutoStopWordAnalyzer( appAnalyzer, reader, Arrays.asList("repetitiveField", "variedField"), 10); int numNewStopWords = protectedAnalyzer.getStopWords("repetitiveField").length + protectedAnalyzer.getStopWords("variedField").length; assertTrue("Should have identified more stop words", numNewStopWords > numStopWords); protectedAnalyzer.close(); } public void testNoFieldNamePollution() throws Exception { protectedAnalyzer = new QueryAutoStopWordAnalyzer( appAnalyzer, reader, Arrays.asList("repetitiveField"), 10); TokenStream protectedTokenStream = protectedAnalyzer.tokenStream("repetitiveField", "boring"); // Check filter set up OK assertTokenStreamContents(protectedTokenStream, new String[0]); protectedTokenStream = protectedAnalyzer.tokenStream("variedField", "boring"); // Filter should not prevent stopwords in one field being used in another assertTokenStreamContents(protectedTokenStream, new String[]{"boring"}); protectedAnalyzer.close(); } public void testTokenStream() throws Exception { QueryAutoStopWordAnalyzer a = new QueryAutoStopWordAnalyzer( new MockAnalyzer(random(), MockTokenizer.WHITESPACE, false), reader, 10); TokenStream ts = a.tokenStream("repetitiveField", "this boring"); assertTokenStreamContents(ts, new String[] { "this" }); a.close(); } }