| /* |
| * 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.codegen; |
| |
| import java.io.File; |
| import java.util.HashMap; |
| |
| import org.junit.Assert; |
| import org.junit.Test; |
| import org.apache.sysds.common.Types.ExecMode; |
| import org.apache.sysds.hops.OptimizerUtils; |
| 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; |
| import org.apache.sysds.test.TestUtils; |
| |
| public class MultiAggTmplTest extends AutomatedTestBase |
| { |
| private static final String TEST_NAME = "multiAggPattern"; |
| private static final String TEST_NAME1 = TEST_NAME+"1"; //min(X>7), max(X>7) |
| private static final String TEST_NAME2 = TEST_NAME+"2"; //sum(X>7), sum((X>7)^2) |
| private static final String TEST_NAME3 = TEST_NAME+"3"; //sum(X==7), sum(X==3) |
| private static final String TEST_NAME4 = TEST_NAME+"4"; //sum(X*Y), sum(X^2), sum(Y^2) |
| private static final String TEST_NAME5 = TEST_NAME+"5"; //sum(V*X), sum(Y*Z), sum(X+Y-Z) |
| private static final String TEST_NAME6 = TEST_NAME+"6"; //min(X), max(X), sum(X) |
| private static final String TEST_NAME7 = TEST_NAME+"7"; //t(X)%*%X, t(X)%*Y, t(Y)%*%Y |
| |
| private static final String TEST_DIR = "functions/codegen/"; |
| private static final String TEST_CLASS_DIR = TEST_DIR + MultiAggTmplTest.class.getSimpleName() + "/"; |
| private final static String TEST_CONF = "SystemDS-config-codegen.xml"; |
| private final static File TEST_CONF_FILE = new File(SCRIPT_DIR + TEST_DIR, TEST_CONF); |
| |
| private static final double eps = Math.pow(10, -10); |
| |
| @Override |
| public void setUp() { |
| TestUtils.clearAssertionInformation(); |
| for(int i=1; i<=7; i++) |
| addTestConfiguration( TEST_NAME+i, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME+i, new String[] { String.valueOf(i) }) ); |
| } |
| |
| @Test |
| public void testCodegenMultiAggRewrite1CP() { |
| testCodegenIntegration( TEST_NAME1, true, ExecType.CP ); |
| } |
| |
| @Test |
| public void testCodegenMultiAgg1CP() { |
| testCodegenIntegration( TEST_NAME1, false, ExecType.CP ); |
| } |
| |
| @Test |
| public void testCodegenMultiAgg1Spark() { |
| testCodegenIntegration( TEST_NAME1, false, ExecType.SPARK ); |
| } |
| |
| @Test |
| public void testCodegenMultiAggRewrite2CP() { |
| testCodegenIntegration( TEST_NAME2, true, ExecType.CP ); |
| } |
| |
| @Test |
| public void testCodegenMultiAgg2CP() { |
| testCodegenIntegration( TEST_NAME2, false, ExecType.CP ); |
| } |
| |
| @Test |
| public void testCodegenMultiAgg2Spark() { |
| testCodegenIntegration( TEST_NAME2, false, ExecType.SPARK ); |
| } |
| |
| @Test |
| public void testCodegenMultiAggRewrite3CP() { |
| testCodegenIntegration( TEST_NAME3, true, ExecType.CP ); |
| } |
| |
| @Test |
| public void testCodegenMultiAgg3CP() { |
| testCodegenIntegration( TEST_NAME3, false, ExecType.CP ); |
| } |
| |
| @Test |
| public void testCodegenMultiAgg3Spark() { |
| testCodegenIntegration( TEST_NAME3, false, ExecType.SPARK ); |
| } |
| |
| @Test |
| public void testCodegenMultiAggRewrite4CP() { |
| testCodegenIntegration( TEST_NAME4, true, ExecType.CP ); |
| } |
| |
| @Test |
| public void testCodegenMultiAgg4CP() { |
| testCodegenIntegration( TEST_NAME4, false, ExecType.CP ); |
| } |
| |
| @Test |
| public void testCodegenMultiAgg4Spark() { |
| testCodegenIntegration( TEST_NAME4, false, ExecType.SPARK ); |
| } |
| |
| @Test |
| public void testCodegenMultiAggRewrite5CP() { |
| testCodegenIntegration( TEST_NAME5, true, ExecType.CP ); |
| } |
| |
| @Test |
| public void testCodegenMultiAgg5CP() { |
| testCodegenIntegration( TEST_NAME5, false, ExecType.CP ); |
| } |
| |
| @Test |
| public void testCodegenMultiAgg5Spark() { |
| testCodegenIntegration( TEST_NAME5, false, ExecType.SPARK ); |
| } |
| |
| @Test |
| public void testCodegenMultiAggRewrite6CP() { |
| testCodegenIntegration( TEST_NAME6, true, ExecType.CP ); |
| } |
| |
| @Test |
| public void testCodegenMultiAgg6CP() { |
| testCodegenIntegration( TEST_NAME6, false, ExecType.CP ); |
| } |
| |
| @Test |
| public void testCodegenMultiAgg6Spark() { |
| testCodegenIntegration( TEST_NAME6, false, ExecType.SPARK ); |
| } |
| |
| @Test |
| public void testCodegenMultiAggRewrite7CP() { |
| testCodegenIntegration( TEST_NAME7, true, ExecType.CP ); |
| } |
| |
| @Test |
| public void testCodegenMultiAgg7CP() { |
| testCodegenIntegration( TEST_NAME7, false, ExecType.CP ); |
| } |
| |
| @Test |
| public void testCodegenMultiAgg7Spark() { |
| testCodegenIntegration( TEST_NAME7, false, ExecType.SPARK ); |
| } |
| |
| private void testCodegenIntegration( String testname, boolean rewrites, ExecType instType ) |
| { |
| boolean oldFlag = OptimizerUtils.ALLOW_ALGEBRAIC_SIMPLIFICATION; |
| ExecMode platformOld = setExecMode(instType); |
| |
| try |
| { |
| TestConfiguration config = getTestConfiguration(testname); |
| loadTestConfiguration(config); |
| |
| String HOME = SCRIPT_DIR + TEST_DIR; |
| fullDMLScriptName = HOME + testname + ".dml"; |
| programArgs = new String[]{"-stats", "-args", output("S") }; |
| |
| fullRScriptName = HOME + testname + ".R"; |
| rCmd = getRCmd(inputDir(), expectedDir()); |
| |
| OptimizerUtils.ALLOW_ALGEBRAIC_SIMPLIFICATION = rewrites; |
| |
| runTest(true, false, null, -1); |
| runRScript(true); |
| |
| //compare matrices |
| HashMap<CellIndex, Double> dmlfile = readDMLMatrixFromHDFS("S"); |
| HashMap<CellIndex, Double> rfile = readRMatrixFromFS("S"); |
| TestUtils.compareMatrices(dmlfile, rfile, eps, "Stat-DML", "Stat-R"); |
| Assert.assertTrue(heavyHittersContainsSubString("spoofMA") |
| || heavyHittersContainsSubString("sp_spoofMA")); |
| } |
| finally { |
| resetExecMode(platformOld); |
| OptimizerUtils.ALLOW_ALGEBRAIC_SIMPLIFICATION = oldFlag; |
| OptimizerUtils.ALLOW_AUTO_VECTORIZATION = true; |
| OptimizerUtils.ALLOW_OPERATOR_FUSION = true; |
| } |
| } |
| |
| /** |
| * Override default configuration with custom test configuration to ensure |
| * scratch space and local temporary directory locations are also updated. |
| */ |
| @Override |
| protected File getConfigTemplateFile() { |
| // Instrumentation in this test's output log to show custom configuration file used for template. |
| System.out.println("This test case overrides default configuration with " + TEST_CONF_FILE.getPath()); |
| return TEST_CONF_FILE; |
| } |
| } |