| /* |
| * 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 org.junit.Test; |
| import org.apache.sysds.common.Types.ExecMode; |
| import org.apache.sysds.runtime.matrix.data.MatrixValue.CellIndex; |
| import org.apache.sysds.runtime.meta.MatrixCharacteristics; |
| import org.apache.sysds.test.AutomatedTestBase; |
| import org.apache.sysds.test.TestConfiguration; |
| import org.apache.sysds.test.TestUtils; |
| |
| public class LeftIndexingUpdateInPlaceTest extends AutomatedTestBase |
| { |
| private final static String TEST_DIR = "functions/indexing/"; |
| private final static String TEST_NAME1 = "LeftIndexingUpdateInPlaceTest1"; |
| private final static String TEST_NAME2 = "LeftIndexingUpdateInPlaceTest2"; |
| private final static String TEST_NAME3 = "LeftIndexingUpdateInPlaceTest3"; |
| private final static String TEST_CLASS_DIR = TEST_DIR + LeftIndexingUpdateInPlaceTest.class.getSimpleName() + "/"; |
| |
| private final static int rows1 = 1281; |
| private final static int cols1 = 1102; |
| private final static int cols2 = 226; |
| private final static int cols3 = 1; |
| |
| private final static double sparsity1 = 0.05; |
| private final static double sparsity2 = 0.9; |
| |
| @Override |
| public void setUp() { |
| addTestConfiguration(TEST_NAME1, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME1, new String[] {"R"})); |
| addTestConfiguration(TEST_NAME2, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME2, new String[] {"R"})); |
| addTestConfiguration(TEST_NAME3, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME3, new String[] {"R"})); |
| } |
| |
| @Test |
| public void testSparseMatrixSparseMatrix() { |
| runLeftIndexingUpdateInPlaceTest(true, true, false, false, TEST_NAME1); |
| } |
| |
| @Test |
| public void testSparseMatrixSparseVector() { |
| runLeftIndexingUpdateInPlaceTest(true, true, true, false, TEST_NAME1); |
| } |
| |
| @Test |
| public void testSparseMatrixDenseMatrix() { |
| runLeftIndexingUpdateInPlaceTest(true, false, false, false, TEST_NAME1); |
| } |
| |
| @Test |
| public void testSparseMatrixDenseVector() { |
| runLeftIndexingUpdateInPlaceTest(true, false, true, false, TEST_NAME1); |
| } |
| |
| @Test |
| public void testDenseMatrixSparseMatrix() { |
| runLeftIndexingUpdateInPlaceTest(false, true, false, false, TEST_NAME1); |
| } |
| |
| @Test |
| public void testDenseMatrixSparseVector() { |
| runLeftIndexingUpdateInPlaceTest(false, true, true, false, TEST_NAME1); |
| } |
| |
| @Test |
| public void testDenseMatrixDenseMatrix() { |
| runLeftIndexingUpdateInPlaceTest(false, false, false, false, TEST_NAME1); |
| } |
| |
| @Test |
| public void testDenseMatrixDenseVector() { |
| runLeftIndexingUpdateInPlaceTest(false, false, true, false, TEST_NAME1); |
| } |
| |
| @Test |
| public void testSparseMatrixEmptyMatrix() { |
| runLeftIndexingUpdateInPlaceTest(true, true, false, true, TEST_NAME1); |
| } |
| |
| @Test |
| public void testSparseMatrixEmptyVector() { |
| runLeftIndexingUpdateInPlaceTest(true, true, true, true, TEST_NAME1); |
| } |
| |
| @Test |
| public void testDenseMatrixEmptyMatrix() { |
| runLeftIndexingUpdateInPlaceTest(false, true, false, true, TEST_NAME1); |
| } |
| |
| @Test |
| public void testDenseMatrixEmptyVector() { |
| runLeftIndexingUpdateInPlaceTest(false, true, true, true, TEST_NAME1); |
| } |
| |
| @Test |
| public void testDenseMatrixDenseMatrixBugTest1() { |
| runLeftIndexingUpdateInPlaceTest(false, false, false, false, TEST_NAME2); |
| } |
| |
| @Test |
| public void testDenseMatrixDenseMatrixBugTest2() { |
| runLeftIndexingUpdateInPlaceTest(false, false, false, false, TEST_NAME3); |
| } |
| |
| public void runLeftIndexingUpdateInPlaceTest(boolean sparseM1, boolean sparseM2, boolean vectorM2, boolean emptyM2, String testName) |
| { |
| ExecMode oldRTP = rtplatform; |
| rtplatform = ExecMode.HYBRID; |
| |
| try { |
| TestConfiguration config = getTestConfiguration(testName); |
| loadTestConfiguration(config); |
| |
| double spM1 = sparseM1 ? sparsity1 : sparsity2; |
| double spM2 = emptyM2 ? 0 : (sparseM2 ? sparsity1 : sparsity2); |
| int colsM2 = vectorM2 ? cols3 : cols2; |
| |
| String HOME = SCRIPT_DIR + TEST_DIR; |
| fullDMLScriptName = HOME + testName + ".dml"; |
| programArgs = new String[]{"-explain","-args", input("A"), input("B"), output("R")}; |
| |
| fullRScriptName = HOME + testName + ".R"; |
| rCmd = "Rscript" + " " + fullRScriptName + " " + |
| inputDir() + " " + expectedDir(); |
| |
| //generate input data sets |
| double[][] A = getRandomMatrix(rows1, cols1, -1, 1, spM1, 1234); |
| writeInputMatrixWithMTD("A", A, true); |
| double[][] B = getRandomMatrix(rows1, colsM2, -1, 1, spM2, 5678); |
| writeInputMatrixWithMTD("B", B, true); |
| |
| //run dml and r script |
| runTest(true, false, null, 2); //2xrblk |
| runRScript(true); |
| |
| HashMap<CellIndex, Double> dmlfile = readDMLMatrixFromHDFS("R"); |
| HashMap<CellIndex, Double> rfile = readRMatrixFromFS("R"); |
| TestUtils.compareMatrices(dmlfile, rfile, 0, "DML", "R"); |
| checkDMLMetaDataFile("R", testName.equals(TEST_NAME1) ? |
| new MatrixCharacteristics(rows1, cols1, 1, 1): |
| new MatrixCharacteristics(1, 1, 1, 1)); |
| } |
| finally { |
| rtplatform = oldRTP; |
| } |
| } |
| } |