| /* |
| * 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.builtin; |
| |
| import org.junit.Test; |
| import org.apache.sysds.common.Types; |
| import org.apache.sysds.lops.LopProperties; |
| import org.apache.sysds.test.AutomatedTestBase; |
| import org.apache.sysds.test.TestConfiguration; |
| import org.apache.sysds.test.TestUtils; |
| |
| |
| public class BuiltinFDTest extends AutomatedTestBase { |
| private final static String TEST_NAME = "functional_dependency"; |
| private final static String TEST_DIR = "functions/builtin/"; |
| private static final String TEST_CLASS_DIR = TEST_DIR + BuiltinFDTest.class.getSimpleName() + "/"; |
| |
| @Override |
| public void setUp() { |
| TestUtils.clearAssertionInformation(); |
| addTestConfiguration(TEST_NAME,new TestConfiguration(TEST_CLASS_DIR, TEST_NAME,new String[]{"C"})); |
| } |
| |
| @Test |
| public void testFD1() { |
| double[][] X = {{7,1,1,2,2,1},{7,2,2,3,2,1},{7,3,1,4,1,1},{7,4,2,5,3,1},{7,5,3,6,5,1}, {7,6,5,1,4,1}}; |
| double[][] M = {{0, 1, 1, 0, 1, 1}}; |
| runFDTests(X, M, 1, LopProperties.ExecType.CP ); |
| } |
| |
| @Test |
| public void testFD2() { |
| double[][] X = {{1,1,1,1,1},{2,1,2,2,1},{3,2,1,1,1},{4,2,2,2,1},{5,3,3,1,1}}; |
| double[][] M = {{1, 1, 1, 1, 1}}; |
| runFDTests(X, M, 0.8, LopProperties.ExecType.CP ); |
| } |
| |
| @Test |
| public void testFD3() { |
| double[][] X = {{1,1},{2,1},{3,2},{2,2},{4,2}, {5,3}}; |
| double[][] M = {{0, 1}}; |
| runFDTests(X, M, 0.8, LopProperties.ExecType.CP ); |
| } |
| |
| @Test |
| public void testFD4() { |
| double[][] X = {{1,1,1,1,1,1,2},{2,1,2,2,1,2,2},{3,2,1,1,1,3,2},{4,2,2,2,1,4,2},{5,3,3,1,1,5,1}}; |
| double[][] M = {{0, 1, 1, 1, 0, 1, 1}}; |
| runFDTests(X, M, 0.8, LopProperties.ExecType.CP ); |
| } |
| |
| @Test |
| public void testFD5() { |
| double[][] X = {{7,1,1,2,2,1},{7,2,2,3,2,1},{7,3,1,4,1,1},{7,4,2,5,3,1},{7,5,3,6,5,1}, {7,6,5,1,4,1}}; |
| double[][] M = {{0, 1, 1, 0, 1, 1}}; |
| runFDTests(X, M, 0.8, LopProperties.ExecType.CP ); |
| } |
| |
| private void runFDTests(double [][] X , double[][] M, double threshold, LopProperties.ExecType instType) { |
| Types.ExecMode platformOld = setExecMode(instType); |
| try |
| { |
| loadTestConfiguration(getTestConfiguration(TEST_NAME)); |
| String HOME = SCRIPT_DIR + TEST_DIR; |
| fullDMLScriptName = HOME + TEST_NAME + ".dml"; |
| programArgs = new String[]{"-stats","-args", input("X"), input("M"), String.valueOf(threshold), output("B")}; |
| writeInputMatrixWithMTD("X", X, true); |
| writeInputMatrixWithMTD("M", M, true); |
| runTest(true, false, null, -1); |
| } |
| finally { |
| rtplatform = platformOld; |
| } |
| } |
| } |