/* * 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.translation; import org.apache.beam.sdk.testing.PAssert; import org.apache.beam.sdk.testing.TestPipeline; import org.apache.beam.sdk.transforms.Count; import org.apache.beam.sdk.transforms.Create; import org.apache.beam.sdk.values.PCollection; import org.junit.AfterClass; import org.junit.BeforeClass; import org.junit.Rule; import org.junit.Test; /** * Test the RDD storage level defined by user. */ public class StorageLevelTest { private static String beamTestPipelineOptions; @Rule public final TestPipeline pipeline = TestPipeline.create(); @BeforeClass public static void init() { beamTestPipelineOptions = System.getProperty(TestPipeline.PROPERTY_BEAM_TEST_PIPELINE_OPTIONS); System.setProperty( TestPipeline.PROPERTY_BEAM_TEST_PIPELINE_OPTIONS, beamTestPipelineOptions.replace("]", ", \"--storageLevel=DISK_ONLY\"]")); } @AfterClass public static void teardown() { System.setProperty( TestPipeline.PROPERTY_BEAM_TEST_PIPELINE_OPTIONS, beamTestPipelineOptions); } @Test public void test() throws Exception { PCollection<String> pCollection = pipeline.apply(Create.of("foo")); // by default, the Spark runner doesn't cache the RDD if it accessed only one time. // So, to "force" the caching of the RDD, we have to call the RDD at least two time. // That's why we are using Count fn on the PCollection. pCollection.apply(Count.<String>globally()); PCollection<String> output = pCollection.apply(new StorageLevelPTransform()); PAssert.thatSingleton(output).isEqualTo("Disk Serialized 1x Replicated"); pipeline.run(); } }