/* * 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.runners.spark.aggregators.metrics.sink; import static org.hamcrest.Matchers.is; import static org.hamcrest.Matchers.nullValue; import static org.junit.Assert.assertThat; import com.google.common.collect.ImmutableSet; import java.util.Arrays; import java.util.List; import java.util.Set; import org.apache.beam.runners.spark.examples.WordCount; 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.transforms.Create; import org.apache.beam.sdk.transforms.MapElements; import org.apache.beam.sdk.values.PCollection; import org.junit.Rule; import org.junit.Test; import org.junit.rules.ExternalResource; /** * A test that verifies Beam metrics are reported to Spark's metrics sink. */ public class SparkMetricsSinkTest { @Rule public ExternalResource inMemoryMetricsSink = new InMemoryMetricsSinkRule(); @Rule public final TestPipeline pipeline = TestPipeline.create(); private void runPipeline() { final List<String> words = Arrays.asList("hi there", "hi", "hi sue bob", "hi sue", "", "bob hi"); final Set<String> expectedCounts = ImmutableSet.of("hi: 5", "there: 1", "sue: 2", "bob: 2"); final PCollection<String> output = pipeline .apply(Create.of(words).withCoder(StringUtf8Coder.of())) .apply(new WordCount.CountWords()) .apply(MapElements.via(new WordCount.FormatAsTextFn())); PAssert.that(output).containsInAnyOrder(expectedCounts); pipeline.run(); } @Test public void testNamedMetric() throws Exception { assertThat(InMemoryMetrics.valueOf("emptyLines"), is(nullValue())); runPipeline(); assertThat(InMemoryMetrics.<Double>valueOf("emptyLines"), is(1d)); } }