src/test/java/org/apache/sysds/test/functions/federated/primitives/FederetedCastToFrameTest.java

/*
 * 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
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package org.apache.sysds.test.functions.federated.primitives;

import java.util.Arrays;
import java.util.Collection;

import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.sysds.api.DMLScript;
import org.apache.sysds.common.Types;
import org.apache.sysds.runtime.meta.MatrixCharacteristics;
import org.apache.sysds.test.AutomatedTestBase;
import org.apache.sysds.test.TestConfiguration;
import org.apache.sysds.test.TestUtils;
import org.junit.Assert;
import org.junit.Ignore;
import org.junit.Test;
import org.junit.runner.RunWith;
import org.junit.runners.Parameterized;

@RunWith(value = Parameterized.class)
@net.jcip.annotations.NotThreadSafe
public class FederetedCastToFrameTest extends AutomatedTestBase {
	private static final Log LOG = LogFactory.getLog(FederetedCastToFrameTest.class.getName());

	private final static String TEST_DIR = "functions/federated/primitives/";
	private final static String TEST_NAME = "FederatedCastToFrameTest";
	private final static String TEST_CLASS_DIR = TEST_DIR + FederetedCastToFrameTest.class.getSimpleName() + "/";

	private final static int blocksize = 1024;
	@Parameterized.Parameter()
	public int rows;
	@Parameterized.Parameter(1)
	public int cols;

	@Override
	public void setUp() {
		TestUtils.clearAssertionInformation();
		addTestConfiguration(TEST_NAME, new TestConfiguration(TEST_CLASS_DIR, TEST_NAME));
	}

	@Parameterized.Parameters
	public static Collection<Object[]> data() {
		// rows have to be even and > 1
		return Arrays.asList(new Object[][] {{10, 32}});
	}

	@Test
	public void federatedMultiplyCP() {
		federatedMultiply(Types.ExecMode.SINGLE_NODE);
	}

	@Test
	@Ignore
	public void federatedMultiplySP() {
		// TODO Fix me Spark execution error
		federatedMultiply(Types.ExecMode.SPARK);
	}

	public void federatedMultiply(Types.ExecMode execMode) {
		boolean sparkConfigOld = DMLScript.USE_LOCAL_SPARK_CONFIG;
		Types.ExecMode platformOld = rtplatform;
		rtplatform = execMode;
		if(rtplatform == Types.ExecMode.SPARK) {
			DMLScript.USE_LOCAL_SPARK_CONFIG = true;
		}

		getAndLoadTestConfiguration(TEST_NAME);
		String HOME = SCRIPT_DIR + TEST_DIR;

		// write input matrices
		int halfRows = rows / 2;
		// We have two matrices handled by a single federated worker
		double[][] X1 = getRandomMatrix(halfRows, cols, 0, 1, 1, 42);
		double[][] X2 = getRandomMatrix(halfRows, cols, 0, 1, 1, 1340);

		writeInputMatrixWithMTD("X1", X1, false, new MatrixCharacteristics(halfRows, cols, blocksize, halfRows * cols));
		writeInputMatrixWithMTD("X2", X2, false, new MatrixCharacteristics(halfRows, cols, blocksize, halfRows * cols));

		int port1 = getRandomAvailablePort();
		int port2 = getRandomAvailablePort();
		Thread t1 = startLocalFedWorkerThread(port1);
		Thread t2 = startLocalFedWorkerThread(port2);

		TestConfiguration config = availableTestConfigurations.get(TEST_NAME);
		loadTestConfiguration(config);

		// Run reference dml script with normal matrix
		fullDMLScriptName = HOME + TEST_NAME + "Reference.dml";
		programArgs = new String[] {"-nvargs", "X1=" + input("X1"), "X2=" + input("X2")};
		String out = runTest(null).toString().split("SystemDS Statistics:")[0];

		// Run actual dml script with federated matrix
		fullDMLScriptName = HOME + TEST_NAME + ".dml";
		programArgs = new String[] {"-stats", "100", "-nvargs", "X1=" + TestUtils.federatedAddress(port1, input("X1")),
			"X2=" + TestUtils.federatedAddress(port2, input("X2")), "r=" + rows, "c=" + cols};
		String fedOut = runTest(null).toString();

		LOG.debug(fedOut);
		fedOut = fedOut.split("SystemDS Statistics:")[0];
		Assert.assertTrue("Equal Printed Output", out.equals(fedOut));
		Assert.assertTrue("Contains federated Cast to frame", heavyHittersContainsString("fed_castdtf"));
		TestUtils.shutdownThreads(t1, t2);

		rtplatform = platformOld;
		DMLScript.USE_LOCAL_SPARK_CONFIG = sparkConfigOld;
	}
}