| /* |
| * 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.unary.matrix; |
| |
| import org.junit.Assert; |
| 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; |
| |
| public class FullCumsumprodTest extends AutomatedTestBase |
| { |
| private final static String TEST_NAME = "Cumsumprod"; |
| private final static String TEST_DIR = "functions/unary/matrix/"; |
| private static final String TEST_CLASS_DIR = TEST_DIR + FullCumsumprodTest.class.getSimpleName() + "/"; |
| |
| private final static int rows = 1201; |
| private final static double spDense = 1.0; |
| private final static double spSparse = 0.3; |
| |
| |
| @Override |
| public void setUp() { |
| addTestConfiguration(TEST_NAME,new TestConfiguration(TEST_CLASS_DIR, TEST_NAME,new String[]{"B"})); |
| } |
| |
| @Test |
| public void testCumsumprodForwardDenseCP() { |
| runCumsumprodTest(false, false, ExecType.CP); |
| } |
| |
| @Test |
| public void testCumsumprodForwardSparseCP() { |
| runCumsumprodTest(false, true, ExecType.CP); |
| } |
| |
| @Test |
| public void testCumsumprodBackwardDenseCP() { |
| runCumsumprodTest(true, false, ExecType.CP); |
| } |
| |
| @Test |
| public void testCumsumprodBackwardSparseCP() { |
| runCumsumprodTest(true, true, ExecType.CP); |
| } |
| |
| @Test |
| public void testCumsumprodForwardDenseSP() { |
| runCumsumprodTest(false, false, ExecType.SPARK); |
| } |
| |
| @Test |
| public void testCumsumprodForwardSparseSP() { |
| runCumsumprodTest(false, true, ExecType.SPARK); |
| } |
| |
| @Test |
| public void testCumsumprodBackwardDenseSP() { |
| runCumsumprodTest(true, false, ExecType.SPARK); |
| } |
| |
| @Test |
| public void testCumsumprodBackwardSparseSP() { |
| runCumsumprodTest(true, true, ExecType.SPARK); |
| } |
| |
| private void runCumsumprodTest(boolean reverse, boolean sparse, ExecType instType) |
| { |
| ExecMode platformOld = rtplatform; |
| switch( instType ){ |
| case SPARK: rtplatform = ExecMode.SPARK; break; |
| default: rtplatform = ExecMode.HYBRID; break; |
| } |
| |
| boolean sparkConfigOld = DMLScript.USE_LOCAL_SPARK_CONFIG; |
| if( rtplatform == ExecMode.SPARK || rtplatform == ExecMode.HYBRID ) |
| DMLScript.USE_LOCAL_SPARK_CONFIG = true; |
| |
| try |
| { |
| double sparsity = sparse ? spSparse : spDense; |
| |
| TestConfiguration config = getTestConfiguration(TEST_NAME); |
| loadTestConfiguration(config); |
| |
| // This is for running the junit test the new way, i.e., construct the arguments directly |
| String HOME = SCRIPT_DIR + TEST_DIR; |
| fullDMLScriptName = HOME + TEST_NAME + ".dml"; |
| programArgs = new String[]{"-explain", "-stats", "-args", input("A"), input("B"), |
| String.valueOf(reverse).toUpperCase(), output("C") }; |
| |
| double[][] A = getRandomMatrix(rows, 1, -10, 10, sparsity, 3); |
| double[][] B = getRandomMatrix(rows, 1, -1, 1, 0.9, 7); |
| writeInputMatrixWithMTD("A", A, false); |
| writeInputMatrixWithMTD("B", B, false); |
| |
| runTest(true, false, null, -1); |
| |
| Assert.assertEquals(new Double(rows), |
| readDMLMatrixFromOutputDir("C").get(new CellIndex(1,1))); |
| } |
| finally { |
| rtplatform = platformOld; |
| DMLScript.USE_LOCAL_SPARK_CONFIG = sparkConfigOld; |
| } |
| } |
| } |