| /* |
| * 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.recompile; |
| |
| import java.io.IOException; |
| |
| import org.junit.Test; |
| import org.apache.sysds.hops.OptimizerUtils; |
| import org.apache.sysds.common.Types.FileFormat; |
| import org.apache.sysds.common.Types.ValueType; |
| import org.apache.sysds.runtime.matrix.data.MatrixBlock; |
| import org.apache.sysds.runtime.meta.MatrixCharacteristics; |
| import org.apache.sysds.runtime.util.DataConverter; |
| import org.apache.sysds.runtime.util.HDFSTool; |
| import org.apache.sysds.test.AutomatedTestBase; |
| import org.apache.sysds.test.TestConfiguration; |
| |
| public class IPAComplexAppendTest extends AutomatedTestBase |
| { |
| private final static String TEST_NAME = "append_nnz"; |
| private final static String TEST_DIR = "functions/recompile/"; |
| private final static String TEST_CLASS_DIR = TEST_DIR + IPAComplexAppendTest.class.getSimpleName() + "/"; |
| |
| private final static int rows = 1000000; |
| private final static int cols = 1000; |
| private final static int nnz = 700; //ultra-sparse |
| |
| |
| @Override |
| public void setUp() |
| { |
| addTestConfiguration( TEST_NAME, |
| new TestConfiguration(TEST_CLASS_DIR, TEST_NAME, new String[] { "Y" }) ); |
| } |
| |
| |
| @Test |
| public void testComplexAppendNoIPANoRewrites() throws IOException { |
| runIPAAppendTest(false, false); |
| } |
| |
| @Test |
| public void testComplexAppendIPANoRewrites() throws IOException { |
| runIPAAppendTest(true, false); |
| } |
| |
| @Test |
| public void testComplexAppendNoIPARewrites() throws IOException { |
| runIPAAppendTest(false, true); |
| } |
| |
| @Test |
| public void testComplexAppendIPARewrites() throws IOException { |
| runIPAAppendTest(true, true); |
| } |
| |
| private void runIPAAppendTest( boolean IPA, boolean rewrites ) throws IOException |
| { |
| boolean oldFlagIPA = OptimizerUtils.ALLOW_INTER_PROCEDURAL_ANALYSIS; |
| boolean oldFlagRewrites = OptimizerUtils.ALLOW_ALGEBRAIC_SIMPLIFICATION; |
| |
| |
| try |
| { |
| TestConfiguration config = getTestConfiguration(TEST_NAME); |
| loadTestConfiguration(config); |
| |
| String HOME = SCRIPT_DIR + TEST_DIR; |
| fullDMLScriptName = HOME + TEST_NAME + ".dml"; |
| programArgs = new String[]{"-args", output("X") }; |
| |
| OptimizerUtils.ALLOW_INTER_PROCEDURAL_ANALYSIS = IPA; |
| OptimizerUtils.ALLOW_ALGEBRAIC_SIMPLIFICATION = rewrites; |
| |
| //generate input data |
| MatrixBlock mb = MatrixBlock.randOperations(rows, cols, OptimizerUtils.getSparsity(rows, cols, nnz), -1, 1, "uniform", 7); |
| MatrixCharacteristics mc1 = new MatrixCharacteristics(rows,cols,1000,nnz); |
| DataConverter.writeMatrixToHDFS(mb, output("X"), FileFormat.BINARY, mc1); |
| HDFSTool.writeMetaDataFile(output("X.mtd"), ValueType.FP64, mc1, FileFormat.BINARY); |
| |
| //run test |
| runTest(true, false, null, -1); |
| |
| //check expected number of compiled and executed Spark jobs |
| int expectedNumCompiled = IPA ? 0 : 4; |
| int expectedNumExecuted = 0; |
| |
| checkNumCompiledSparkInst(expectedNumCompiled); |
| checkNumExecutedSparkInst(expectedNumExecuted); |
| } |
| finally { |
| OptimizerUtils.ALLOW_INTER_PROCEDURAL_ANALYSIS = oldFlagIPA; |
| OptimizerUtils.ALLOW_ALGEBRAIC_SIMPLIFICATION = oldFlagRewrites; |
| } |
| } |
| } |