/* * 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.beam.examples; import java.util.Arrays; import java.util.List; import org.apache.beam.examples.WordCount.CountWords; import org.apache.beam.examples.WordCount.ExtractWordsFn; import org.apache.beam.examples.WordCount.FormatAsTextFn; import org.apache.beam.sdk.coders.StringUtf8Coder; import org.apache.beam.sdk.testing.PAssert; import org.apache.beam.sdk.testing.TestPipeline; import org.apache.beam.sdk.testing.ValidatesRunner; import org.apache.beam.sdk.transforms.Create; import org.apache.beam.sdk.transforms.DoFn; import org.apache.beam.sdk.transforms.DoFnTester; import org.apache.beam.sdk.transforms.MapElements; import org.apache.beam.sdk.values.PCollection; import org.hamcrest.CoreMatchers; import org.junit.Assert; import org.junit.Rule; import org.junit.Test; import org.junit.experimental.categories.Category; import org.junit.runner.RunWith; import org.junit.runners.JUnit4; /** * Tests of WordCount. */ @RunWith(JUnit4.class) public class WordCountTest { /** Example test that tests a specific {@link DoFn}. */ @Test public void testExtractWordsFn() throws Exception { DoFnTester<String, String> extractWordsFn = DoFnTester.of(new ExtractWordsFn()); Assert.assertThat(extractWordsFn.processBundle(" some input words "), CoreMatchers.hasItems("some", "input", "words")); Assert.assertThat(extractWordsFn.processBundle(" "), CoreMatchers.<String>hasItems()); Assert.assertThat(extractWordsFn.processBundle(" some ", " input", " words"), CoreMatchers.hasItems("some", "input", "words")); } static final String[] WORDS_ARRAY = new String[] { "hi there", "hi", "hi sue bob", "hi sue", "", "bob hi"}; static final List<String> WORDS = Arrays.asList(WORDS_ARRAY); static final String[] COUNTS_ARRAY = new String[] { "hi: 5", "there: 1", "sue: 2", "bob: 2"}; @Rule public TestPipeline p = TestPipeline.create(); /** Example test that tests a PTransform by using an in-memory input and inspecting the output. */ @Test @Category(ValidatesRunner.class) public void testCountWords() throws Exception { PCollection<String> input = p.apply(Create.of(WORDS).withCoder(StringUtf8Coder.of())); PCollection<String> output = input.apply(new CountWords()) .apply(MapElements.via(new FormatAsTextFn())); PAssert.that(output).containsInAnyOrder(COUNTS_ARRAY); p.run().waitUntilFinish(); } }