| /* |
| * 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.sysds.test.functions.indexing; |
| |
| import java.util.HashMap; |
| import java.util.Random; |
| |
| import org.junit.Test; |
| import org.apache.sysds.api.DMLScript; |
| import org.apache.sysds.common.Types.ExecMode; |
| import org.apache.sysds.lops.LopProperties.ExecType; |
| import org.apache.sysds.runtime.matrix.data.MatrixValue.CellIndex; |
| import org.apache.sysds.test.AutomatedTestBase; |
| import org.apache.sysds.test.TestConfiguration; |
| import org.apache.sysds.test.TestUtils; |
| |
| |
| |
| public class RightIndexingVectorTest extends AutomatedTestBase |
| { |
| |
| private final static String TEST_NAME = "RightIndexingVectorTest"; |
| private final static String TEST_DIR = "functions/indexing/"; |
| private final static String TEST_CLASS_DIR = TEST_DIR + RightIndexingVectorTest.class.getSimpleName() + "/"; |
| |
| private final static double epsilon=0.0000000001; |
| private final static int rows = 2279; |
| private final static int cols = 1050; |
| private final static int min=0; |
| private final static int max=100; |
| |
| @Override |
| public void setUp() { |
| addTestConfiguration(TEST_NAME, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME, |
| new String[] {"B", "C", "D"})); |
| } |
| |
| @Test |
| public void testRightIndexingCP() |
| { |
| runRightIndexingTest(ExecType.CP); |
| } |
| |
| @Test |
| public void testRightIndexingSP() |
| { |
| runRightIndexingTest(ExecType.SPARK); |
| } |
| |
| public void runRightIndexingTest( ExecType et ) |
| { |
| ExecMode oldRTP = rtplatform; |
| |
| boolean sparkConfigOld = DMLScript.USE_LOCAL_SPARK_CONFIG; |
| |
| try |
| { |
| TestConfiguration config = getTestConfiguration(TEST_NAME); |
| if(et == ExecType.SPARK) { |
| rtplatform = ExecMode.SPARK; |
| } |
| else { |
| rtplatform = ExecMode.SINGLE_NODE; |
| } |
| if( rtplatform == ExecMode.SPARK ) |
| DMLScript.USE_LOCAL_SPARK_CONFIG = true; |
| |
| config.addVariable("rows", rows); |
| config.addVariable("cols", cols); |
| |
| loadTestConfiguration(config); |
| |
| String RI_HOME = SCRIPT_DIR + TEST_DIR; |
| fullDMLScriptName = RI_HOME + TEST_NAME + ".dml"; |
| programArgs = new String[]{"-args", input("A"), |
| Long.toString(rows), Long.toString(cols), |
| output("B"), output("C"), output("D") }; |
| |
| fullRScriptName = RI_HOME + TEST_NAME + ".R"; |
| rCmd = "Rscript" + " " + fullRScriptName + " " + inputDir() + " " + expectedDir(); |
| |
| Random rand=new Random(System.currentTimeMillis()); |
| double sparsity=rand.nextDouble(); |
| double[][] A = getRandomMatrix(rows, cols, min, max, sparsity, System.currentTimeMillis()); |
| writeInputMatrix("A", A, true); |
| |
| boolean exceptionExpected = false; |
| int expectedNumberOfJobs = -1; |
| runTest(true, exceptionExpected, null, expectedNumberOfJobs); |
| |
| runRScript(true); |
| //disableOutAndExpectedDeletion(); |
| |
| for(String file: config.getOutputFiles()) |
| { |
| HashMap<CellIndex, Double> dmlfile = readDMLMatrixFromHDFS(file); |
| HashMap<CellIndex, Double> rfile = readRMatrixFromFS(file); |
| TestUtils.compareMatrices(dmlfile, rfile, epsilon, file+"-DML", file+"-R"); |
| } |
| } |
| finally |
| { |
| rtplatform = oldRTP; |
| DMLScript.USE_LOCAL_SPARK_CONFIG = sparkConfigOld; |
| } |
| } |
| } |