| /* |
| * 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.transform; |
| |
| import org.junit.Assert; |
| import org.junit.Test; |
| import org.apache.sysds.api.DMLScript; |
| import org.apache.sysds.common.Types.ExecMode; |
| 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 TransformFrameEncodeApplySubsetTest extends AutomatedTestBase |
| { |
| private final static String TEST_NAME1 = "TransformFrameEncodeApplySubset1"; |
| private final static String TEST_NAME2 = "TransformFrameEncodeApplySubset2"; |
| private final static String TEST_NAME3 = "TransformFrameEncodeApplySubsetHash1"; |
| private final static String TEST_NAME4 = "TransformFrameEncodeApplySubsetHash2"; |
| |
| private final static String TEST_DIR = "functions/transform/"; |
| private final static String TEST_CLASS_DIR = TEST_DIR + TransformFrameEncodeApplySubsetTest.class.getSimpleName() + "/"; |
| |
| //dataset and transform tasks without missing values |
| private final static String DATASET1 = "homes3/homes.csv"; |
| |
| @Override |
| public void setUp() { |
| TestUtils.clearAssertionInformation(); |
| addTestConfiguration(TEST_NAME1, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME1, new String[] { "y" }) ); |
| addTestConfiguration(TEST_NAME2, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME2, new String[] { "y" }) ); |
| addTestConfiguration(TEST_NAME3, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME3, new String[] { "y" }) ); |
| addTestConfiguration(TEST_NAME4, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME4, new String[] { "y" }) ); |
| } |
| |
| @Test |
| public void testHomesRecodeColnames1SingleNodeCSV() { |
| runTransformTest(TEST_NAME1, ExecMode.SINGLE_NODE, "csv", true); |
| } |
| |
| @Test |
| public void testHomesRecodeColnames1SparkCSV() { |
| runTransformTest(TEST_NAME1, ExecMode.SPARK, "csv", true); |
| } |
| |
| @Test |
| public void testHomesRecodeColnames1HybridCSV() { |
| runTransformTest(TEST_NAME1, ExecMode.HYBRID, "csv", true); |
| } |
| |
| @Test |
| public void testHomesRecodeColnames2SingleNodeCSV() { |
| runTransformTest(TEST_NAME2, ExecMode.SINGLE_NODE, "csv", true); |
| } |
| |
| @Test |
| public void testHomesRecodeColnames2SparkCSV() { |
| runTransformTest(TEST_NAME2, ExecMode.SPARK, "csv", true); |
| } |
| |
| @Test |
| public void testHomesRecodeColnames2HybridCSV() { |
| runTransformTest(TEST_NAME2, ExecMode.HYBRID, "csv", true); |
| } |
| |
| @Test |
| public void testHomesHashColnames1SingleNodeCSV() { |
| runTransformTest(TEST_NAME3, ExecMode.SINGLE_NODE, "csv", true); |
| } |
| |
| //TODO fix spark implementation feature hashing (w/o recode) |
| // @Test |
| // public void testHomesHashColnames1SparkCSV() { |
| // runTransformTest(TEST_NAME3, ExecMode.SPARK, "csv", true); |
| // } |
| |
| @Test |
| public void testHomesHashColnames1HybridCSV() { |
| runTransformTest(TEST_NAME3, ExecMode.HYBRID, "csv", true); |
| } |
| |
| @Test |
| public void testHomesHashColnames2SingleNodeCSV() { |
| runTransformTest(TEST_NAME4, ExecMode.SINGLE_NODE, "csv", true); |
| } |
| |
| //TODO fix spark implementation feature hashing (w/o recode) |
| // @Test |
| // public void testHomesHashColnames2SparkCSV() { |
| // runTransformTest(TEST_NAME4, ExecMode.SPARK, "csv", true); |
| // } |
| |
| @Test |
| public void testHomesHashColnames2HybridCSV() { |
| runTransformTest(TEST_NAME4, ExecMode.HYBRID, "csv", true); |
| } |
| |
| private void runTransformTest(String testname, ExecMode rt, String ofmt, boolean colnames) |
| { |
| //set runtime platform |
| ExecMode rtold = rtplatform; |
| rtplatform = rt; |
| |
| boolean sparkConfigOld = DMLScript.USE_LOCAL_SPARK_CONFIG; |
| if( rtplatform == ExecMode.SPARK || rtplatform == ExecMode.HYBRID) |
| DMLScript.USE_LOCAL_SPARK_CONFIG = true; |
| |
| if( !ofmt.equals("csv") ) |
| throw new RuntimeException("Unsupported test output format"); |
| |
| try |
| { |
| getAndLoadTestConfiguration(testname); |
| |
| String HOME = SCRIPT_DIR + TEST_DIR; |
| fullDMLScriptName = HOME + testname + ".dml"; |
| programArgs = new String[]{"-explain", "recompile_hops", "-args", |
| HOME + "input/" + DATASET1, output("R") }; |
| |
| runTest(true, false, null, -1); |
| |
| //check output |
| Assert.assertEquals(Double.valueOf(148), |
| readDMLMatrixFromHDFS("R").get(new CellIndex(1,1))); |
| } |
| finally { |
| rtplatform = rtold; |
| DMLScript.USE_LOCAL_SPARK_CONFIG = sparkConfigOld; |
| } |
| } |
| } |