| /* |
| * 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.reorg; |
| |
| import java.util.HashMap; |
| import java.util.Random; |
| |
| import org.junit.Test; |
| import org.apache.sysds.common.Types.ExecMode; |
| 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 FullDiagTest extends AutomatedTestBase |
| { |
| private final static String TEST_DIR = "functions/reorg/"; |
| private final static String TEST_NAME1 = "DiagV2MTest"; |
| private final static String TEST_NAME2 = "DiagM2VTest"; |
| private static final String TEST_CLASS_DIR = TEST_DIR + FullDiagTest.class.getSimpleName() + "/"; |
| |
| private final static double epsilon=0.0000000001; |
| private final static int rows = 1059; |
| private final static int min=0; |
| private final static int max=100; |
| |
| @Override |
| public void setUp() { |
| addTestConfiguration(TEST_NAME1, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME1, new String[] {"C"})); |
| addTestConfiguration(TEST_NAME2, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME2, new String[] {"C"})); |
| } |
| |
| @Test |
| public void testDiagV2MCP() { |
| commonReorgTest(TEST_NAME1, ExecMode.SINGLE_NODE); |
| } |
| |
| @Test |
| public void testDiagV2MSP() { |
| commonReorgTest(TEST_NAME1, ExecMode.SPARK); |
| } |
| |
| @Test |
| public void testDiagM2VCP() { |
| commonReorgTest(TEST_NAME2, ExecMode.SINGLE_NODE); |
| } |
| |
| @Test |
| public void testDiagM2VSP() { |
| commonReorgTest(TEST_NAME2, ExecMode.SPARK); |
| } |
| |
| public void commonReorgTest(String testname, ExecMode platform) |
| { |
| TestConfiguration config = getTestConfiguration(testname); |
| ExecMode prevPlfm = setExecMode(platform); |
| |
| try { |
| config.addVariable("rows", rows); |
| loadTestConfiguration(config); |
| |
| String RI_HOME = SCRIPT_DIR + TEST_DIR; |
| fullDMLScriptName = RI_HOME + testname + ".dml"; |
| programArgs = new String[]{"-explain", "-args", input("A"), output("C") }; |
| fullRScriptName = RI_HOME + testname + ".R"; |
| rCmd = "Rscript" + " " + fullRScriptName + " " + inputDir() + " " + expectedDir(); |
| |
| Random rand=new Random(System.currentTimeMillis()); |
| int cols = testname.equals(TEST_NAME1) ? 1 : rows; |
| double sparsity=0.599200924665577; |
| double[][] A = getRandomMatrix(rows, cols, min, max, sparsity, 1397289950533L); |
| writeInputMatrixWithMTD("A", A, true); |
| sparsity=rand.nextDouble(); |
| |
| runTest(true, EXCEPTION_NOT_EXPECTED, null, -1); |
| runRScript(true); |
| |
| 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 { |
| resetExecMode(prevPlfm); |
| } |
| } |
| } |