/* * 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.spark import scala.collection.mutable.ArrayBuffer import org.scalatest.{BeforeAndAfter, FunSuite} import org.scalatest.mock.EasyMockSugar import org.apache.spark.rdd.RDD import org.apache.spark.storage.{BlockManager, RDDBlockId, StorageLevel} // TODO: Test the CacheManager's thread-safety aspects class CacheManagerSuite extends FunSuite with BeforeAndAfter with EasyMockSugar { var sc : SparkContext = _ var blockManager: BlockManager = _ var cacheManager: CacheManager = _ var split: Partition = _ /** An RDD which returns the values [1, 2, 3, 4]. */ var rdd: RDD[Int] = _ before { sc = new SparkContext("local", "test") blockManager = mock[BlockManager] cacheManager = new CacheManager(blockManager) split = new Partition { override def index: Int = 0 } rdd = new RDD[Int](sc, Nil) { override def getPartitions: Array[Partition] = Array(split) override val getDependencies = List[Dependency[_]]() override def compute(split: Partition, context: TaskContext) = Array(1, 2, 3, 4).iterator } } after { sc.stop() } test("get uncached rdd") { expecting { blockManager.get(RDDBlockId(0, 0)).andReturn(None) blockManager.put(RDDBlockId(0, 0), ArrayBuffer[Any](1, 2, 3, 4), StorageLevel.MEMORY_ONLY, true).andReturn(0) } whenExecuting(blockManager) { val context = new TaskContext(0, 0, 0, interrupted = false, runningLocally = false, taskMetrics = null) val value = cacheManager.getOrCompute(rdd, split, context, StorageLevel.MEMORY_ONLY) assert(value.toList === List(1, 2, 3, 4)) } } test("get cached rdd") { expecting { blockManager.get(RDDBlockId(0, 0)).andReturn(Some(ArrayBuffer(5, 6, 7).iterator)) } whenExecuting(blockManager) { val context = new TaskContext(0, 0, 0, interrupted = false, runningLocally = false, taskMetrics = null) val value = cacheManager.getOrCompute(rdd, split, context, StorageLevel.MEMORY_ONLY) assert(value.toList === List(5, 6, 7)) } } test("get uncached local rdd") { expecting { // Local computation should not persist the resulting value, so don't expect a put(). blockManager.get(RDDBlockId(0, 0)).andReturn(None) } whenExecuting(blockManager) { val context = new TaskContext(0, 0, 0, runningLocally = true, interrupted = false, taskMetrics = null) val value = cacheManager.getOrCompute(rdd, split, context, StorageLevel.MEMORY_ONLY) assert(value.toList === List(1, 2, 3, 4)) } } }