/* * 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 opennlp.tools.doccat; import java.util.Collections; import org.junit.Assert; import org.junit.Test; import opennlp.tools.util.InvalidFormatException; public class NGramFeatureGeneratorTest { static final String[] TOKENS = new String[]{"a", "b", "c", "d", "e", "f", "g"}; @Test public void testNull() throws Exception { NGramFeatureGenerator generator = new NGramFeatureGenerator(); try { generator.extractFeatures(null, Collections.emptyMap()); Assert.fail("NullPointerException must be thrown"); } catch (NullPointerException expected) { } } @Test public void testEmpty() throws Exception { NGramFeatureGenerator generator = new NGramFeatureGenerator(); Assert.assertEquals(0, generator.extractFeatures(new String[]{}, Collections.emptyMap()).size()); } @Test public void testInvalidGramSize1() { try { new NGramFeatureGenerator(0, 1); Assert.fail("InvalidFormatException must be thrown"); } catch (InvalidFormatException expected) { } } @Test public void testInvalidGramSize2() { try { new NGramFeatureGenerator(2, 1); Assert.fail("InvalidFormatException must be thrown"); } catch (InvalidFormatException expected) { } } @Test public void testUnigram() throws Exception { NGramFeatureGenerator generator = new NGramFeatureGenerator(1, 1); Assert.assertArrayEquals( new String[]{"ng=:a", "ng=:b", "ng=:c", "ng=:d", "ng=:e", "ng=:f", "ng=:g"}, generator.extractFeatures(TOKENS, Collections.emptyMap()).toArray()); } @Test public void testBigram() throws Exception { NGramFeatureGenerator generator = new NGramFeatureGenerator(2, 2); Assert.assertArrayEquals( new String[]{"ng=:a:b", "ng=:b:c", "ng=:c:d", "ng=:d:e", "ng=:e:f", "ng=:f:g"}, generator.extractFeatures(TOKENS, Collections.emptyMap()).toArray()); } @Test public void testTrigram() throws Exception { NGramFeatureGenerator generator = new NGramFeatureGenerator(3, 3); Assert.assertArrayEquals( new String[]{"ng=:a:b:c", "ng=:b:c:d", "ng=:c:d:e", "ng=:d:e:f", "ng=:e:f:g"}, generator.extractFeatures(TOKENS, Collections.emptyMap()).toArray()); } @Test public void test12gram() throws Exception { NGramFeatureGenerator generator = new NGramFeatureGenerator(1, 2); Assert.assertArrayEquals( new String[]{ "ng=:a", "ng=:a:b", "ng=:b", "ng=:b:c", "ng=:c", "ng=:c:d", "ng=:d", "ng=:d:e", "ng=:e", "ng=:e:f", "ng=:f", "ng=:f:g", "ng=:g" }, generator.extractFeatures(TOKENS, Collections.emptyMap()).toArray()); } @Test public void test13gram() throws Exception { NGramFeatureGenerator generator = new NGramFeatureGenerator(1, 3); Assert.assertArrayEquals( new String[]{ "ng=:a", "ng=:a:b", "ng=:a:b:c", "ng=:b", "ng=:b:c", "ng=:b:c:d", "ng=:c", "ng=:c:d", "ng=:c:d:e", "ng=:d", "ng=:d:e", "ng=:d:e:f", "ng=:e", "ng=:e:f", "ng=:e:f:g", "ng=:f", "ng=:f:g", "ng=:g" }, generator.extractFeatures(TOKENS, Collections.emptyMap()).toArray()); } }