| /* |
| * 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.vect; |
| |
| import java.util.HashMap; |
| |
| import org.junit.Test; |
| 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 AutoVectorizationTest extends AutomatedTestBase |
| { |
| |
| private final static String TEST_DIR = "functions/vect/"; |
| private final static String TEST_CLASS_DIR = TEST_DIR + AutoVectorizationTest.class.getSimpleName() + "/"; |
| |
| private final static String TEST_NAME1 = "VectorizeRixRowPos"; |
| private final static String TEST_NAME2 = "VectorizeRixRowNeg"; |
| private final static String TEST_NAME3 = "VectorizeRixColPos"; |
| private final static String TEST_NAME4 = "VectorizeRixColNeg"; |
| private final static String TEST_NAME5 = "VectorizeLixRowPos"; |
| private final static String TEST_NAME6 = "VectorizeLixRowNeg"; |
| private final static String TEST_NAME7 = "VectorizeLixColPos"; |
| private final static String TEST_NAME8 = "VectorizeLixColNeg"; |
| private final static String TEST_NAME9 = "VectorizeForLoopLeftScalarRowPos"; |
| private final static String TEST_NAME10 = "VectorizeForLoopLeftScalarRowNeg"; |
| private final static String TEST_NAME11 = "VectorizeForLoopLeftScalarColPos"; |
| private final static String TEST_NAME12 = "VectorizeForLoopLeftScalarColNeg"; |
| private final static String TEST_NAME13 = "VectorizeForLoopRightScalarRowPos"; |
| private final static String TEST_NAME14 = "VectorizeForLoopRightScalarRowNeg"; |
| private final static String TEST_NAME15 = "VectorizeForLoopRightScalarColPos"; |
| private final static String TEST_NAME16 = "VectorizeForLoopRightScalarColNeg"; |
| private final static String TEST_NAME17 = "VectorizeForLoopUnaryRowPos"; |
| private final static String TEST_NAME18 = "VectorizeForLoopUnaryRowNeg"; |
| private final static String TEST_NAME19 = "VectorizeForLoopUnaryColPos"; |
| private final static String TEST_NAME20 = "VectorizeForLoopUnaryColNeg"; |
| private final static String TEST_NAME21 = "VectorizeForLoopBinaryRowPos"; |
| private final static String TEST_NAME22 = "VectorizeForLoopBinaryRowNeg"; |
| private final static String TEST_NAME23 = "VectorizeForLoopBinaryColPos"; |
| private final static String TEST_NAME24 = "VectorizeForLoopBinaryColNeg"; |
| |
| private final static int rows = 20; |
| private final static int cols = 15; |
| |
| |
| @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"})); |
| addTestConfiguration(TEST_NAME4, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME4, new String[] {"R"})); |
| addTestConfiguration(TEST_NAME5, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME5, new String[] {"R"})); |
| addTestConfiguration(TEST_NAME6, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME6, new String[] {"R"})); |
| addTestConfiguration(TEST_NAME7, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME7, new String[] {"R"})); |
| addTestConfiguration(TEST_NAME8, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME8, new String[] {"R"})); |
| addTestConfiguration(TEST_NAME9, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME9, new String[] {"R"})); |
| addTestConfiguration(TEST_NAME10, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME10, new String[] {"R"})); |
| addTestConfiguration(TEST_NAME11, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME11, new String[] {"R"})); |
| addTestConfiguration(TEST_NAME12, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME12, new String[] {"R"})); |
| addTestConfiguration(TEST_NAME13, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME13, new String[] {"R"})); |
| addTestConfiguration(TEST_NAME14, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME14, new String[] {"R"})); |
| addTestConfiguration(TEST_NAME15, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME15, new String[] {"R"})); |
| addTestConfiguration(TEST_NAME16, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME16, new String[] {"R"})); |
| addTestConfiguration(TEST_NAME17, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME17, new String[] {"R"})); |
| addTestConfiguration(TEST_NAME18, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME18, new String[] {"R"})); |
| addTestConfiguration(TEST_NAME19, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME19, new String[] {"R"})); |
| addTestConfiguration(TEST_NAME20, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME20, new String[] {"R"})); |
| addTestConfiguration(TEST_NAME21, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME21, new String[] {"R"})); |
| addTestConfiguration(TEST_NAME22, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME22, new String[] {"R"})); |
| addTestConfiguration(TEST_NAME23, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME23, new String[] {"R"})); |
| addTestConfiguration(TEST_NAME24, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME24, new String[] {"R"})); |
| } |
| |
| @Test |
| public void testVectorizeRixRowPos() { |
| runVectorizationTest( TEST_NAME1 ); |
| } |
| |
| @Test |
| public void testVectorizeRixRowNeg() { |
| runVectorizationTest( TEST_NAME2 ); |
| } |
| |
| @Test |
| public void testVectorizeRixColPos() { |
| runVectorizationTest( TEST_NAME3 ); |
| } |
| |
| @Test |
| public void testVectorizeRixColNeg() { |
| runVectorizationTest( TEST_NAME4 ); |
| } |
| |
| @Test |
| public void testVectorizeLixRowPos() { |
| runVectorizationTest( TEST_NAME5 ); |
| } |
| |
| @Test |
| public void testVectorizeLixRowNeg() { |
| runVectorizationTest( TEST_NAME6 ); |
| } |
| |
| @Test |
| public void testVectorizeLixColPos() { |
| runVectorizationTest( TEST_NAME7 ); |
| } |
| |
| @Test |
| public void testVectorizeLixColNeg() { |
| runVectorizationTest( TEST_NAME8 ); |
| } |
| |
| @Test |
| public void testVectorizeForLoopLeftScalarRowPos() { |
| runVectorizationTest( TEST_NAME9 ); |
| } |
| |
| @Test |
| public void testVectorizeForLoopLeftScalarRowNeg() { |
| runVectorizationTest( TEST_NAME10 ); |
| } |
| |
| @Test |
| public void testVectorizeForLoopLeftScalarColPos() { |
| runVectorizationTest( TEST_NAME11 ); |
| } |
| |
| @Test |
| public void testVectorizeForLoopLeftScalarColNeg() { |
| runVectorizationTest( TEST_NAME12 ); |
| } |
| |
| @Test |
| public void testVectorizeForLoopRightScalarRowPos() { |
| runVectorizationTest( TEST_NAME13 ); |
| } |
| |
| @Test |
| public void testVectorizeForLoopRightScalarRowNeg() { |
| runVectorizationTest( TEST_NAME14 ); |
| } |
| |
| @Test |
| public void testVectorizeForLoopRightScalarColPos() { |
| runVectorizationTest( TEST_NAME15 ); |
| } |
| |
| @Test |
| public void testVectorizeForLoopRightScalarColNeg() { |
| runVectorizationTest( TEST_NAME16 ); |
| } |
| |
| @Test |
| public void testVectorizeForLoopUnaryRowPos() { |
| runVectorizationTest( TEST_NAME17 ); |
| } |
| |
| @Test |
| public void testVectorizeForLoopUnaryRowNeg() { |
| runVectorizationTest( TEST_NAME18 ); |
| } |
| |
| @Test |
| public void testVectorizeForLoopUnaryColPos() { |
| runVectorizationTest( TEST_NAME19 ); |
| } |
| |
| @Test |
| public void testVectorizeForLoopUnaryColNeg() { |
| runVectorizationTest( TEST_NAME20 ); |
| } |
| |
| @Test |
| public void testVectorizeForLoopBinaryRowPos() { |
| runVectorizationTest( TEST_NAME21 ); |
| } |
| |
| @Test |
| public void testVectorizeForLoopBinaryRowNeg() { |
| runVectorizationTest( TEST_NAME22 ); |
| } |
| |
| @Test |
| public void testVectorizeForLoopBinaryColPos() { |
| runVectorizationTest( TEST_NAME23 ); |
| } |
| |
| @Test |
| public void testVectorizeForLoopBinaryColNeg() { |
| runVectorizationTest( TEST_NAME24 ); |
| } |
| |
| /** |
| * |
| * @param cfc |
| * @param vt |
| */ |
| private void runVectorizationTest( String testName ) |
| { |
| String TEST_NAME = testName; |
| |
| try |
| { |
| TestConfiguration config = getTestConfiguration(TEST_NAME); |
| loadTestConfiguration(config); |
| |
| String HOME = SCRIPT_DIR + TEST_DIR; |
| fullDMLScriptName = HOME + TEST_NAME + ".dml"; |
| programArgs = new String[]{"-explain","-args", input("A"), output("R") }; |
| |
| fullRScriptName = HOME + TEST_NAME + ".R"; |
| rCmd = getRCmd(inputDir(), expectedDir()); |
| |
| //generate input |
| double[][] A = getRandomMatrix(rows, cols, 0, 1, 1.0, 7); |
| writeInputMatrixWithMTD("A", A, true); |
| |
| //run tests |
| runTest(true, false, null, -1); |
| runRScript(true); |
| |
| //compare results |
| HashMap<CellIndex, Double> dmlfile = readDMLMatrixFromHDFS("R"); |
| HashMap<CellIndex, Double> rfile = readRMatrixFromFS("R"); |
| TestUtils.compareMatrices(dmlfile, rfile, 1e-14, "DML", "R"); |
| } |
| catch(Exception ex) |
| { |
| throw new RuntimeException(ex); |
| } |
| } |
| } |