| /* |
| * 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.jmlc; |
| |
| import java.io.IOException; |
| import java.util.Collections; |
| import java.util.HashMap; |
| import java.util.Map; |
| |
| import org.junit.Assert; |
| import org.junit.Test; |
| import org.apache.sysds.api.jmlc.Connection; |
| import org.apache.sysds.api.jmlc.PreparedScript; |
| import org.apache.sysds.api.jmlc.ResultVariables; |
| import org.apache.sysds.runtime.io.IOUtilFunctions; |
| import org.apache.sysds.runtime.matrix.data.MatrixBlock; |
| import org.apache.sysds.test.AutomatedTestBase; |
| import org.apache.sysds.test.TestConfiguration; |
| |
| public class NamespaceFunctionTest extends AutomatedTestBase |
| { |
| private final static String TEST_NAME1 = "foo.dml"; |
| private final static String TEST_NAME2 = "bar1.dml"; |
| private final static String TEST_NAME3 = "bar2.dml"; |
| |
| private final static String TEST_NAME4 = "foo2.dml"; |
| private final static String TEST_NAME5 = "bar3.dml"; |
| |
| private final static String TEST_DIR = "functions/jmlc/"; |
| private final static String TEST_CLASS_DIR = TEST_DIR + NamespaceFunctionTest.class.getSimpleName() + "/"; |
| |
| private final static int rows = 700; |
| private final static int cols = 30; |
| private final static double sparsity1 = 0.7; |
| private final static double sparsity2 = 0.1; |
| |
| @Override |
| public void setUp() { |
| addTestConfiguration(TEST_NAME1, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME1, new String[] { "F2" }) ); |
| addTestConfiguration(TEST_NAME4, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME4, new String[] { "F2" }) ); |
| } |
| |
| @Test |
| public void testJMLCNamespaceAcyclicDense() throws IOException { |
| runJMLCNamespaceTest(false, false); |
| } |
| |
| @Test |
| public void testJMLCNamespaceAcyclicSparse() throws IOException { |
| runJMLCNamespaceTest(true, false); |
| } |
| |
| @Test |
| public void testJMLCNamespaceCyclicDense() throws IOException { |
| runJMLCNamespaceTest(false, true); |
| } |
| |
| @Test |
| public void testJMLCNamespaceCyclicSparse() throws IOException { |
| runJMLCNamespaceTest(true, true); |
| } |
| |
| |
| private void runJMLCNamespaceTest(boolean sparse, boolean cyclic) |
| throws IOException |
| { |
| TestConfiguration config = getTestConfiguration(TEST_NAME1); |
| loadTestConfiguration(config); |
| |
| //load scripts and create prepared script |
| Connection conn = new Connection(); |
| Map<String,String> nsscripts = new HashMap<>(); |
| String script1 = null; |
| if( cyclic ) { |
| script1 = conn.readScript(SCRIPT_DIR + TEST_DIR + TEST_NAME4); |
| nsscripts.put(TEST_NAME4, conn.readScript(SCRIPT_DIR + TEST_DIR + TEST_NAME4)); |
| nsscripts.put(TEST_NAME5, conn.readScript(SCRIPT_DIR + TEST_DIR + TEST_NAME5)); |
| } |
| else { |
| script1 = conn.readScript(SCRIPT_DIR + TEST_DIR + TEST_NAME1); |
| nsscripts.put(TEST_NAME2, conn.readScript(SCRIPT_DIR + TEST_DIR + TEST_NAME2)); |
| nsscripts.put(TEST_NAME3, conn.readScript(SCRIPT_DIR + TEST_DIR + TEST_NAME3)); |
| } |
| PreparedScript pstmt = conn.prepareScript(script1, |
| nsscripts, Collections.emptyMap(), new String[]{"X"}, new String[]{"Z"}); |
| |
| //generate input data |
| double sparsity = sparse ? sparsity2 : sparsity1; |
| MatrixBlock X = MatrixBlock.randOperations(rows, cols, sparsity, -1, 1, "uniform", 7); |
| |
| //execute script and get result |
| pstmt.setMatrix("X", X, true); |
| ResultVariables rs = pstmt.executeScript(); |
| MatrixBlock Z = rs.getMatrixBlock("Z"); |
| IOUtilFunctions.closeSilently(conn); |
| |
| //compare results |
| for(int i=0; i<rows; i++) |
| for(int j=0; j<cols; j++) |
| Assert.assertEquals(X.quickGetValue(i, j)+10, |
| Z.quickGetValue(i, j), 1e-10); |
| } |
| } |