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CloudSim Plus: A modern, highly extensible and easier-to-use Java 8+ Framework for Modeling and Simulation of Cloud Computing Infrastructures and Services

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/*
 * CloudSim Plus: A modern, highly-extensible and easier-to-use Framework for
 * Modeling and Simulation of Cloud Computing Infrastructures and Services.
 * http://cloudsimplus.org
 *
 *     Copyright (C) 2015-2021 Universidade da Beira Interior (UBI, Portugal) and
 *     the Instituto Federal de Educação Ciência e Tecnologia do Tocantins (IFTO, Brazil).
 *
 *     This file is part of CloudSim Plus.
 *
 *     CloudSim Plus is free software: you can redistribute it and/or modify
 *     it under the terms of the GNU General Public License as published by
 *     the Free Software Foundation, either version 3 of the License, or
 *     (at your option) any later version.
 *
 *     CloudSim Plus is distributed in the hope that it will be useful,
 *     but WITHOUT ANY WARRANTY; without even the implied warranty of
 *     MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 *     GNU General Public License for more details.
 *
 *     You should have received a copy of the GNU General Public License
 *     along with CloudSim Plus. If not, see .
 */
package org.cloudsimplus.traces.google;

import org.cloudbus.cloudsim.core.CloudInformationService;
import org.cloudbus.cloudsim.core.CloudSimTag;
import org.cloudbus.cloudsim.datacenters.Datacenter;
import org.cloudbus.cloudsim.hosts.Host;
import org.cloudbus.cloudsim.resources.Pe;
import org.cloudbus.cloudsim.util.BytesConversion;
import org.cloudbus.cloudsim.util.ResourceLoader;
import org.cloudbus.cloudsim.util.TraceReaderAbstract;

import java.io.FileNotFoundException;
import java.io.IOException;
import java.io.InputStream;
import java.io.UncheckedIOException;
import java.nio.file.Files;
import java.nio.file.Paths;
import java.util.ArrayList;
import java.util.Collection;
import java.util.List;
import java.util.function.BiFunction;
import java.util.function.Function;

import static java.util.Objects.requireNonNull;

/**
 * Process "machine events" trace files from
 * Google Cluster Data.
 * When a trace file is {@link #process() processed}, it creates a list of available {@link Host}s for every line with a zero timestamp
 * and the {@link #getEventType() event type} equals to {@link MachineEventType#ADD}, meaning
 * that such Hosts will be immediately available at the simulation start.
 * Hosts addition events with timestamp greater than zero will be scheduled to be added
 * just at the specified type. In the same way, Hosts removal are accordingly scheduled.
 *
 * 

Such trace files are the ones inside the machine_events sub-directory of downloaded Google traces. * The instructions to download the traces are provided in the link above. * A spreadsheet that makes it easier to understand the structure of trace files is provided * in docs/google-cluster-data-samples.xlsx

* *

The documentation for fields and values were obtained from the Google Cluster trace documentation in the link above. * It's strongly recommended to read such a documentation before trying to use this class.

* *

Check important details at {@link TraceReaderAbstract}.

* * @see #getInstance(String, Function) * @see #process() * * @author Manoel Campos da Silva Filho * @since CloudSim Plus 4.0.0 */ public final class GoogleMachineEventsTraceReader extends GoogleTraceReaderAbstract { /** * @see #getMaxRamCapacity() */ private long maxRamCapacity; /** * @see #getMaxCpuCores() */ private int maxCpuCores; /** * @see #getDatacenterForLaterHosts() */ private Datacenter datacenterForLaterHosts; /** * @see #setHostCreationFunction(Function) */ private Function hostCreationFunction; /** * The list of Hosts that will be available just after a given timestamp (i.e. timestamp > 0). */ private final List laterAvailableHosts; /** * List of Hosts to be removed from the Datacenter. */ private final List hostsForRemoval; /** * Gets a {@link GoogleMachineEventsTraceReader} instance to read a "machine events" trace file * inside the application's resource directory. * Created Hosts will have 16GB of maximum RAM and the maximum of 8 {@link Pe}s. * Use the available constructors if you want to load a file outside the resource directory. * * @param filePath the workload trace relative file name in one of the following formats: ASCII text, zip, gz. * @param hostCreationFunction A {@link Function} that will be called for every {@link Host} to be created * from a line inside the trace file. * The {@link Function} will receive a {@link MachineEvent} object containing * the Host data read from the trace and must return the created Host * according to such data. * @throws IllegalArgumentException when the trace file name is null or empty * @throws UncheckedIOException when the file cannot be accessed (such as when it doesn't exist) * @see #setMaxRamCapacity(long) * @see #setMaxCpuCores(int) * @see #process() */ public static GoogleMachineEventsTraceReader getInstance( final String filePath, final Function hostCreationFunction) { final InputStream reader = ResourceLoader.newInputStream(filePath, GoogleMachineEventsTraceReader.class); return new GoogleMachineEventsTraceReader(filePath, reader, hostCreationFunction); } /** * Instantiates a GoogleMachineEventsTraceReader to read a "machine events" trace file. * Created Hosts will have 16GB of maximum RAM and the maximum of 8 {@link Pe}s. * * @param filePath the path to the trace file * @param hostCreationFunction A {@link Function} that will be called for every {@link Host} to be created * from a line inside the trace file. * The {@link Function} will receive a {@link MachineEvent} object containing * the Host data read from the trace and must return the created Host * according to such data. * @throws FileNotFoundException when the trace file is not found * @throws IllegalArgumentException when the trace file name is null or empty * @see #setMaxRamCapacity(long) * @see #setMaxCpuCores(int) * @see #process() */ public GoogleMachineEventsTraceReader( final String filePath, final Function hostCreationFunction) throws IOException { this(filePath, Files.newInputStream(Paths.get(filePath)), hostCreationFunction); } /** * Instantiates a GoogleMachineEventsTraceReader to read a "machine events" from a given InputStream. * Created Hosts will have 16GB of maximum RAM and the maximum of 8 {@link Pe}s. * * @param filePath the path to the trace file * @param reader a {@link InputStream} object to read the file * @param hostCreationFunction A {@link Function} that will be called for every {@link Host} to be created * from a line inside the trace file. * The {@link Function} will receive a {@link MachineEvent} object containing * the Host data read from the trace and must return the created Host * according to such data. * @throws IllegalArgumentException when the trace file name is null or empty * @see #setMaxRamCapacity(long) * @see #setMaxCpuCores(int) * @see #process() */ private GoogleMachineEventsTraceReader( final String filePath, final InputStream reader, final Function hostCreationFunction) { super(filePath, reader); this.setHostCreationFunction(hostCreationFunction); this.setMaxRamCapacity((long) BytesConversion.gigaToMega(16)); this.setMaxCpuCores(8); this.laterAvailableHosts = new ArrayList<>(); this.hostsForRemoval = new ArrayList<>(); } /** * Process the {@link #getFilePath() trace file} creating a Set of {@link Host}s * described in the file. * *

It returns the Set of {@link Host}s that were available at timestamp 0 inside the trace file. * Hosts available just after this initial timestamp (that represents the beginning of the simulation) * will be dynamically requested to be created by sending a message to the given Datacenter. *

* *

* The Set of returned Hosts is not added to any Datacenter. The developer creating the simulation * must add such Hosts to any Datacenter desired.

* * @return the Set of {@link Host}s that were available at timestamp 0 inside the trace file. */ @Override public Collection process() { return super.process(); } @Override protected void preProcess() { if (this.datacenterForLaterHosts == null) { throw new IllegalStateException("The Datacenter where the Hosts with timestamp greater than 0 will be created must be set."); } } /** * Process hosts events occurring for a timestamp greater than zero. */ @Override protected void postProcess() { if (datacenterForLaterHosts.getSimulation().isRunning()) sendLaterHostsAdditionAndRemovalRequests(); else { /* Since sending events just works after the simulation has started, * if it hasn't yet, a listener is used to send the Host creation events just after * the simulation starts. */ datacenterForLaterHosts.getSimulation().addOnSimulationStartListener(info -> sendLaterHostsAdditionAndRemovalRequests()); } } /** * Process addition and removal of Hosts occurring for a timestamp greater than zero. */ private void sendLaterHostsAdditionAndRemovalRequests() { final CloudInformationService cis = datacenterForLaterHosts.getSimulation().getCloudInfoService(); laterAvailableHosts.forEach(host -> cis.schedule(datacenterForLaterHosts, host.getStartTime(), CloudSimTag.HOST_ADD, host)); //Sends a request to every Datacenter to try remove the Hosts (since we don't have how to know which Datacenter each Host is) cis.getDatacenterList().forEach(this::sendHostsRemovalRequests); } /** * Send requests to remove Hosts from a given Datacenter. * * @param dc the first Datacenter to look for the Host to remove * since we don't have how to know from the trace in which Datacenter the Host is */ private void sendHostsRemovalRequests(final Datacenter dc) { final CloudInformationService cis = dc.getSimulation().getCloudInfoService(); /* The shutdown time is increased by a small fraction * to ensure that for each Datacenter, a request to find and remove * a Host will be sent in different times. * This way, if a DC finds a Host and removes it, * it cancel the subsequent messages to the next Datacenters. * Since the Host was already found, the simulator doesn't need * to keep looking for the Host inside the other datacenters.*/ hostsForRemoval.forEach(host -> cis.schedule(dc, host.getShutdownTime() + dc.getId() * 0.00001, CloudSimTag.HOST_REMOVE, host.getId())); } @Override protected boolean processParsedLineInternal() { return getEventType().process(this); } /** * Gets the number of Hosts that are going to be created * later, according to the timestamp in the trace file. * * @return */ public int getNumberOfLaterAvailableHosts() { return laterAvailableHosts.size(); } /** * Gets the number of Hosts to be removed from some Datacenter. * * @return */ public int getNumberOfHostsForRemoval() { return hostsForRemoval.size(); } /** * Gets the enum value that represents the event type of the current trace line. * * @return the {@link MachineEventType} value */ private MachineEventType getEventType() { return MachineEventType.getValue(MachineEventField.EVENT_TYPE.getValue(this)); } /** * Creates a Host instance from the {@link #getLastParsedLineArray() last parsed line}, * using the given {@link #setHostCreationFunction(Function) host create function}. * * @return the Host instance */ Host createHostFromTraceLine() { final MachineEvent event = new MachineEvent(); event.setCpuCores(MachineEventField.CPU_CAPACITY.getValue(this)) .setRam(MachineEventField.RAM_CAPACITY.getValue(this)) .setTimestamp(MachineEventField.TIMESTAMP.getValue(this)) .setMachineId(MachineEventField.MACHINE_ID.getValue(this)); final Host host = hostCreationFunction.apply(event); host.setId(MachineEventField.MACHINE_ID.getValue(this)); return host; } /** * Gets the Datacenter where the Hosts with timestamp greater than 0 will be created. * * @return */ public Datacenter getDatacenterForLaterHosts() { return datacenterForLaterHosts; } /** * Adds a Host to the List of Hosts to be removed from the Datacenter. * * @param host */ boolean addHostToRemovalList(final Host host) { return hostsForRemoval.add(host); } /** * Adds a Host that will become available for the Datacenter just * at the time specified by the timestamp in the trace line, * which is set as the host {@link Host#getStartTime() startup time}. * * @param host the Host to be added * @return */ boolean addLaterAvailableHost(final Host host) { return laterAvailableHosts.add(host); } public void setDatacenterForLaterHosts(final Datacenter datacenterForLaterHosts) { this.datacenterForLaterHosts = requireNonNull(datacenterForLaterHosts); } /** * Gets the maximum RAM capacity (in MB) for created Hosts. * * @return */ public long getMaxRamCapacity() { return maxRamCapacity; } /** * Sets the maximum RAM capacity (in MB) for created Hosts. * * @param maxRamCapacity the maximum RAM capacity (in MB) to set */ public void setMaxRamCapacity(final long maxRamCapacity) { if (maxRamCapacity <= 0) { throw new IllegalArgumentException("RAM capacity must be greater than 0."); } this.maxRamCapacity = maxRamCapacity; } /** * Gets the maximum number of {@link Pe}s (CPU cores) for created Hosts. * * @return */ public int getMaxCpuCores() { return maxCpuCores; } /** * Sets the maximum number of {@link Pe}s (CPU cores) for created Hosts. * * @param maxCpuCores the maximum number of {@link Pe}s (CPU cores) to set */ public void setMaxCpuCores(final int maxCpuCores) { if (maxCpuCores <= 0) { throw new IllegalArgumentException("Number of CPU cores must be greater than 0."); } this.maxCpuCores = maxCpuCores; } /** * Sets a {@link BiFunction} that will be called for every {@link Host} to be created * from a line inside the trace file. * The {@link BiFunction} will receive the number of {@link Pe}s (CPU cores) * and RAM capacity for the Host to be created, returning the created Host. * The provided function must instantiate the Host and defines Host's CPU cores and RAM * capacity according the the received parameters. * For other Hosts configurations (such as storage capacity), the provided * function must define the value as desired, since the trace file * doesn't have any other information for such resources. * * @param hostCreationFunction the Host creation {@link BiFunction} to set */ public void setHostCreationFunction(final Function hostCreationFunction) { this.hostCreationFunction = requireNonNull(hostCreationFunction); } }




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