| /* |
| * 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.lineage; |
| |
| import java.util.ArrayList; |
| import java.util.HashMap; |
| import java.util.List; |
| |
| import org.junit.Test; |
| import org.apache.sysds.hops.recompile.Recompiler; |
| import org.apache.sysds.runtime.controlprogram.caching.MatrixObject; |
| import org.apache.sysds.runtime.instructions.cp.Data; |
| import org.apache.sysds.runtime.lineage.Lineage; |
| import org.apache.sysds.runtime.lineage.LineageItem; |
| import org.apache.sysds.runtime.lineage.LineageItemUtils; |
| import org.apache.sysds.runtime.lineage.LineageParser; |
| import org.apache.sysds.runtime.matrix.data.MatrixBlock; |
| 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; |
| |
| @net.jcip.annotations.NotThreadSafe |
| public class LineageTraceParforTest extends AutomatedTestBase { |
| |
| protected static final String TEST_DIR = "functions/lineage/"; |
| protected static final String TEST_NAME1 = "LineageTraceParfor1"; //rand - matrix result - local parfor |
| protected static final String TEST_NAME2 = "LineageTraceParfor2"; //rand - matrix result - remote spark parfor |
| protected static final String TEST_NAME3 = "LineageTraceParfor3"; //rand - matrix result - remote spark parfor |
| protected static final String TEST_NAME4 = "LineageTraceParforSteplm"; //rand - steplm |
| protected static final String TEST_NAME5 = "LineageTraceParforKmeans"; //rand - kmeans |
| protected static final String TEST_NAME6 = "LineageTraceParforMSVM"; //rand - msvm remote parfor |
| |
| protected String TEST_CLASS_DIR = TEST_DIR + LineageTraceParforTest.class.getSimpleName() + "/"; |
| |
| protected static final int numRecords = 50; |
| |
| public LineageTraceParforTest() { |
| |
| } |
| |
| @Override |
| public void setUp() { |
| TestUtils.clearAssertionInformation(); |
| 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"}) ); |
| } |
| |
| @Test |
| public void testLineageTraceParFor1_1() { |
| testLineageTraceParFor(1, TEST_NAME1); |
| } |
| |
| @Test |
| public void testLineageTraceParFor1_2() { |
| testLineageTraceParFor(2, TEST_NAME1); |
| } |
| |
| @Test |
| public void testLineageTraceParFor1_8() { |
| testLineageTraceParFor(8, TEST_NAME1); |
| } |
| |
| @Test |
| public void testLineageTraceParFor1_32() { |
| testLineageTraceParFor(32, TEST_NAME1); |
| } |
| |
| @Test |
| public void testLineageTraceParFor2_1() { |
| testLineageTraceParFor(1, TEST_NAME2); |
| } |
| |
| @Test |
| public void testLineageTraceParFor2_2() { |
| testLineageTraceParFor(2, TEST_NAME2); |
| } |
| |
| @Test |
| public void testLineageTraceParFor2_8() { |
| testLineageTraceParFor(8, TEST_NAME2); |
| } |
| |
| @Test |
| public void testLineageTraceParFor2_32() { |
| testLineageTraceParFor(32, TEST_NAME2); |
| } |
| |
| @Test |
| public void testLineageTraceParFor3_8() { |
| testLineageTraceParFor(8, TEST_NAME3); |
| } |
| |
| @Test |
| public void testLineageTraceParFor3_32() { |
| testLineageTraceParFor(32, TEST_NAME3); |
| } |
| |
| @Test |
| public void testLineageTraceSteplm_8() { |
| testLineageTraceParFor(8, TEST_NAME4); |
| } |
| |
| @Test |
| public void testLineageTraceSteplm_32() { |
| testLineageTraceParFor(32, TEST_NAME4); |
| } |
| |
| @Test |
| public void testLineageTraceKMeans_8() { |
| testLineageTraceParFor(8, TEST_NAME5); |
| } |
| |
| @Test |
| public void testLineageTraceKmeans_32() { |
| testLineageTraceParFor(32, TEST_NAME5); |
| } |
| |
| @Test |
| public void testLineageTraceMSVM_Remote64() { |
| testLineageTraceParFor(64, TEST_NAME6); |
| } |
| |
| private void testLineageTraceParFor(int ncol, String testname) { |
| try { |
| System.out.println("------------ BEGIN " + testname + "------------"); |
| |
| getAndLoadTestConfiguration(testname); |
| List<String> proArgs = new ArrayList<>(); |
| |
| proArgs.add("-lineage"); |
| proArgs.add("-args"); |
| proArgs.add(output("R")); |
| proArgs.add(String.valueOf(numRecords)); |
| proArgs.add(String.valueOf(ncol)); |
| programArgs = proArgs.toArray(new String[proArgs.size()]); |
| fullDMLScriptName = getScript(); |
| |
| //run the test |
| Lineage.resetInternalState(); |
| runTest(true, EXCEPTION_NOT_EXPECTED, null, -1); |
| |
| //get lineage and generate program |
| String Rtrace = readDMLLineageFromHDFS("R"); |
| LineageItem R = LineageParser.parseLineageTrace(Rtrace); |
| Data ret = LineageItemUtils.computeByLineage(R); |
| |
| HashMap<CellIndex, Double> dmlfile = readDMLMatrixFromHDFS("R"); |
| MatrixBlock tmp = ((MatrixObject) ret).acquireReadAndRelease(); |
| TestUtils.compareMatrices(dmlfile, tmp, 1e-6); |
| } |
| finally { |
| Recompiler.reinitRecompiler(); |
| } |
| } |
| } |