package org.apache.lucene.search.spell; /** * 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. */ import java.io.IOException; import junit.framework.TestCase; import org.apache.lucene.analysis.SimpleAnalyzer; import org.apache.lucene.document.Document; import org.apache.lucene.document.Field; import org.apache.lucene.index.CorruptIndexException; import org.apache.lucene.index.IndexReader; import org.apache.lucene.index.IndexWriter; import org.apache.lucene.store.Directory; import org.apache.lucene.store.RAMDirectory; import org.apache.lucene.util.English; /** * Spell checker test case * * */ public class TestSpellChecker extends TestCase { private SpellChecker spellChecker; private Directory userindex, spellindex; protected void setUp() throws Exception { super.setUp(); //create a user index userindex = new RAMDirectory(); IndexWriter writer = new IndexWriter(userindex, new SimpleAnalyzer(), true); for (int i = 0; i < 1000; i++) { Document doc = new Document(); doc.add(new Field("field1", English.intToEnglish(i), Field.Store.YES, Field.Index.ANALYZED)); doc.add(new Field("field2", English.intToEnglish(i + 1), Field.Store.YES, Field.Index.ANALYZED)); // + word thousand writer.addDocument(doc); } writer.close(); // create the spellChecker spellindex = new RAMDirectory(); spellChecker = new SpellChecker(spellindex); } public void testBuild() throws CorruptIndexException, IOException { IndexReader r = IndexReader.open(userindex); spellChecker.clearIndex(); addwords(r, "field1"); int num_field1 = this.numdoc(); addwords(r, "field2"); int num_field2 = this.numdoc(); assertEquals(num_field2, num_field1 + 1); checkCommonSuggestions(r); checkLevenshteinSuggestions(r); spellChecker.setStringDistance(new JaroWinklerDistance()); spellChecker.setAccuracy(0.8f); checkCommonSuggestions(r); checkJaroWinklerSuggestions(); spellChecker.setStringDistance(new NGramDistance(2)); spellChecker.setAccuracy(0.5f); checkCommonSuggestions(r); checkNGramSuggestions(); } private void checkCommonSuggestions(IndexReader r) throws IOException { String[] similar = spellChecker.suggestSimilar("fvie", 2); assertTrue(similar.length > 0); assertEquals(similar[0], "five"); similar = spellChecker.suggestSimilar("five", 2); if (similar.length > 0) { assertFalse(similar[0].equals("five")); // don't suggest a word for itself } similar = spellChecker.suggestSimilar("fiv", 2); assertTrue(similar.length > 0); assertEquals(similar[0], "five"); similar = spellChecker.suggestSimilar("fives", 2); assertTrue(similar.length > 0); assertEquals(similar[0], "five"); assertTrue(similar.length > 0); similar = spellChecker.suggestSimilar("fie", 2); assertEquals(similar[0], "five"); // test restraint to a field similar = spellChecker.suggestSimilar("tousand", 10, r, "field1", false); assertEquals(0, similar.length); // there isn't the term thousand in the field field1 similar = spellChecker.suggestSimilar("tousand", 10, r, "field2", false); assertEquals(1, similar.length); // there is the term thousand in the field field2 } private void checkLevenshteinSuggestions(IndexReader r) throws IOException { // test small word String[] similar = spellChecker.suggestSimilar("fvie", 2); assertEquals(1, similar.length); assertEquals(similar[0], "five"); similar = spellChecker.suggestSimilar("five", 2); assertEquals(1, similar.length); assertEquals(similar[0], "nine"); // don't suggest a word for itself similar = spellChecker.suggestSimilar("fiv", 2); assertEquals(1, similar.length); assertEquals(similar[0], "five"); similar = spellChecker.suggestSimilar("ive", 2); assertEquals(2, similar.length); assertEquals(similar[0], "five"); assertEquals(similar[1], "nine"); similar = spellChecker.suggestSimilar("fives", 2); assertEquals(1, similar.length); assertEquals(similar[0], "five"); similar = spellChecker.suggestSimilar("fie", 2); assertEquals(2, similar.length); assertEquals(similar[0], "five"); assertEquals(similar[1], "nine"); similar = spellChecker.suggestSimilar("fi", 2); assertEquals(1, similar.length); assertEquals(similar[0], "five"); // test restraint to a field similar = spellChecker.suggestSimilar("tousand", 10, r, "field1", false); assertEquals(0, similar.length); // there isn't the term thousand in the field field1 similar = spellChecker.suggestSimilar("tousand", 10, r, "field2", false); assertEquals(1, similar.length); // there is the term thousand in the field field2 similar = spellChecker.suggestSimilar("onety", 2); assertEquals(2, similar.length); assertEquals(similar[0], "ninety"); assertEquals(similar[1], "one"); try { similar = spellChecker.suggestSimilar("tousand", 10, r, null, false); } catch (NullPointerException e) { assertTrue("threw an NPE, and it shouldn't have", false); } } private void checkJaroWinklerSuggestions() throws IOException { String[] similar = spellChecker.suggestSimilar("onety", 2); assertEquals(2, similar.length); assertEquals(similar[0], "one"); assertEquals(similar[1], "ninety"); } private void checkNGramSuggestions() throws IOException { String[] similar = spellChecker.suggestSimilar("onety", 2); assertEquals(2, similar.length); assertEquals(similar[0], "one"); assertEquals(similar[1], "ninety"); } private void addwords(IndexReader r, String field) throws IOException { long time = System.currentTimeMillis(); spellChecker.indexDictionary(new LuceneDictionary(r, field)); time = System.currentTimeMillis() - time; //System.out.println("time to build " + field + ": " + time); } private int numdoc() throws IOException { IndexReader rs = IndexReader.open(spellindex); int num = rs.numDocs(); assertTrue(num != 0); //System.out.println("num docs: " + num); rs.close(); return num; } }