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diff --git a/framework/src/onos/apps/test/intent-perf/src/main/java/org/onosproject/intentperf/IntentPerfInstaller.java b/framework/src/onos/apps/test/intent-perf/src/main/java/org/onosproject/intentperf/IntentPerfInstaller.java
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+++ b/framework/src/onos/apps/test/intent-perf/src/main/java/org/onosproject/intentperf/IntentPerfInstaller.java
@@ -0,0 +1,596 @@
+/*
+ * Copyright 2015 Open Networking Laboratory
+ *
+ * Licensed 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.onosproject.intentperf;
+
+import com.google.common.collect.ArrayListMultimap;
+import com.google.common.collect.Lists;
+import com.google.common.collect.Maps;
+import com.google.common.collect.Multimap;
+import com.google.common.collect.Sets;
+import org.apache.commons.lang.math.RandomUtils;
+import org.apache.felix.scr.annotations.Activate;
+import org.apache.felix.scr.annotations.Component;
+import org.apache.felix.scr.annotations.Deactivate;
+import org.apache.felix.scr.annotations.Modified;
+import org.apache.felix.scr.annotations.Property;
+import org.apache.felix.scr.annotations.Reference;
+import org.apache.felix.scr.annotations.ReferenceCardinality;
+import org.apache.felix.scr.annotations.Service;
+import org.onlab.packet.MacAddress;
+import org.onlab.util.Counter;
+import org.onosproject.cfg.ComponentConfigService;
+import org.onosproject.cluster.ClusterService;
+import org.onosproject.cluster.ControllerNode;
+import org.onosproject.cluster.NodeId;
+import org.onosproject.core.ApplicationId;
+import org.onosproject.core.CoreService;
+import org.onosproject.mastership.MastershipService;
+import org.onosproject.net.ConnectPoint;
+import org.onosproject.net.Device;
+import org.onosproject.net.PortNumber;
+import org.onosproject.net.device.DeviceService;
+import org.onosproject.net.flow.DefaultTrafficSelector;
+import org.onosproject.net.flow.DefaultTrafficTreatment;
+import org.onosproject.net.flow.TrafficSelector;
+import org.onosproject.net.flow.TrafficTreatment;
+import org.onosproject.net.intent.Intent;
+import org.onosproject.net.intent.IntentEvent;
+import org.onosproject.net.intent.IntentListener;
+import org.onosproject.net.intent.IntentService;
+import org.onosproject.net.intent.Key;
+import org.onosproject.net.intent.PartitionService;
+import org.onosproject.net.intent.PointToPointIntent;
+import org.onosproject.store.cluster.messaging.ClusterCommunicationService;
+import org.onosproject.store.cluster.messaging.ClusterMessage;
+import org.onosproject.store.cluster.messaging.ClusterMessageHandler;
+import org.onosproject.store.cluster.messaging.MessageSubject;
+import org.osgi.service.component.ComponentContext;
+import org.slf4j.Logger;
+
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.Dictionary;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.Timer;
+import java.util.TimerTask;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.TimeUnit;
+import java.util.stream.Collectors;
+
+import static com.google.common.base.Preconditions.checkState;
+import static com.google.common.base.Strings.isNullOrEmpty;
+import static java.lang.String.format;
+import static java.lang.System.currentTimeMillis;
+import static org.apache.felix.scr.annotations.ReferenceCardinality.MANDATORY_UNARY;
+import static org.onlab.util.Tools.*;
+import static org.onosproject.net.intent.IntentEvent.Type.*;
+import static org.slf4j.LoggerFactory.getLogger;
+
+/**
+ * Application to test sustained intent throughput.
+ */
+@Component(immediate = true)
+@Service(value = IntentPerfInstaller.class)
+public class IntentPerfInstaller {
+
+ private final Logger log = getLogger(getClass());
+
+ private static final int DEFAULT_NUM_WORKERS = 1;
+
+ private static final int DEFAULT_NUM_KEYS = 40000;
+ private static final int DEFAULT_GOAL_CYCLE_PERIOD = 1000; //ms
+
+ private static final int DEFAULT_NUM_NEIGHBORS = 0;
+
+ private static final int START_DELAY = 5_000; // ms
+ private static final int REPORT_PERIOD = 1_000; //ms
+
+ private static final String START = "start";
+ private static final String STOP = "stop";
+ private static final MessageSubject CONTROL = new MessageSubject("intent-perf-ctl");
+
+ //FIXME add path length
+
+ @Property(name = "numKeys", intValue = DEFAULT_NUM_KEYS,
+ label = "Number of keys (i.e. unique intents) to generate per instance")
+ private int numKeys = DEFAULT_NUM_KEYS;
+
+ //TODO implement numWorkers property
+// @Property(name = "numThreads", intValue = DEFAULT_NUM_WORKERS,
+// label = "Number of installer threads per instance")
+// private int numWokers = DEFAULT_NUM_WORKERS;
+
+ @Property(name = "cyclePeriod", intValue = DEFAULT_GOAL_CYCLE_PERIOD,
+ label = "Goal for cycle period (in ms)")
+ private int cyclePeriod = DEFAULT_GOAL_CYCLE_PERIOD;
+
+ @Property(name = "numNeighbors", intValue = DEFAULT_NUM_NEIGHBORS,
+ label = "Number of neighbors to generate intents for")
+ private int numNeighbors = DEFAULT_NUM_NEIGHBORS;
+
+ @Reference(cardinality = MANDATORY_UNARY)
+ protected CoreService coreService;
+
+ @Reference(cardinality = MANDATORY_UNARY)
+ protected IntentService intentService;
+
+ @Reference(cardinality = MANDATORY_UNARY)
+ protected ClusterService clusterService;
+
+ @Reference(cardinality = MANDATORY_UNARY)
+ protected DeviceService deviceService;
+
+ @Reference(cardinality = MANDATORY_UNARY)
+ protected MastershipService mastershipService;
+
+ @Reference(cardinality = MANDATORY_UNARY)
+ protected PartitionService partitionService;
+
+ @Reference(cardinality = MANDATORY_UNARY)
+ protected ComponentConfigService configService;
+
+ @Reference(cardinality = MANDATORY_UNARY)
+ protected IntentPerfCollector sampleCollector;
+
+ @Reference(cardinality = ReferenceCardinality.MANDATORY_UNARY)
+ protected ClusterCommunicationService communicationService;
+
+ private ExecutorService messageHandlingExecutor;
+
+ private ExecutorService workers;
+ private ApplicationId appId;
+ private Listener listener;
+ private boolean stopped = true;
+
+ private Timer reportTimer;
+
+ // FIXME this variable isn't shared properly between multiple worker threads
+ private int lastKey = 0;
+
+ private IntentPerfUi perfUi;
+ private NodeId nodeId;
+ private TimerTask reporterTask;
+
+ @Activate
+ public void activate(ComponentContext context) {
+ configService.registerProperties(getClass());
+
+ nodeId = clusterService.getLocalNode().id();
+ appId = coreService.registerApplication("org.onosproject.intentperf." + nodeId.toString());
+
+ // TODO: replace with shared timer
+ reportTimer = new Timer("onos-intent-perf-reporter");
+ workers = Executors.newFixedThreadPool(DEFAULT_NUM_WORKERS, groupedThreads("onos/intent-perf", "worker-%d"));
+
+ // disable flow backups for testing
+ configService.setProperty("org.onosproject.store.flow.impl.DistributedFlowRuleStore",
+ "backupEnabled", "false");
+
+ // TODO: replace with shared executor
+ messageHandlingExecutor = Executors.newSingleThreadExecutor(
+ groupedThreads("onos/perf", "command-handler"));
+
+ communicationService.addSubscriber(CONTROL, new InternalControl(),
+ messageHandlingExecutor);
+
+ listener = new Listener();
+ intentService.addListener(listener);
+
+ // TODO: investigate why this seems to be necessary for configs to get picked up on initial activation
+ modify(context);
+ }
+
+ @Deactivate
+ public void deactivate() {
+ stopTestRun();
+
+ configService.unregisterProperties(getClass(), false);
+ messageHandlingExecutor.shutdown();
+ communicationService.removeSubscriber(CONTROL);
+
+ if (listener != null) {
+ reportTimer.cancel();
+ intentService.removeListener(listener);
+ listener = null;
+ reportTimer = null;
+ }
+ }
+
+ @Modified
+ public void modify(ComponentContext context) {
+ if (context == null) {
+ logConfig("Reconfigured");
+ return;
+ }
+
+ Dictionary<?, ?> properties = context.getProperties();
+ int newNumKeys, newCyclePeriod, newNumNeighbors;
+ try {
+ String s = get(properties, "numKeys");
+ newNumKeys = isNullOrEmpty(s) ? numKeys : Integer.parseInt(s.trim());
+
+ s = get(properties, "cyclePeriod");
+ newCyclePeriod = isNullOrEmpty(s) ? cyclePeriod : Integer.parseInt(s.trim());
+
+ s = get(properties, "numNeighbors");
+ newNumNeighbors = isNullOrEmpty(s) ? numNeighbors : Integer.parseInt(s.trim());
+
+ } catch (NumberFormatException | ClassCastException e) {
+ log.warn("Malformed configuration detected; using defaults", e);
+ newNumKeys = DEFAULT_NUM_KEYS;
+ newCyclePeriod = DEFAULT_GOAL_CYCLE_PERIOD;
+ newNumNeighbors = DEFAULT_NUM_NEIGHBORS;
+ }
+
+ if (newNumKeys != numKeys || newCyclePeriod != cyclePeriod || newNumNeighbors != numNeighbors) {
+ numKeys = newNumKeys;
+ cyclePeriod = newCyclePeriod;
+ numNeighbors = newNumNeighbors;
+ logConfig("Reconfigured");
+ }
+ }
+
+ public void start() {
+ if (stopped) {
+ stopped = false;
+ communicationService.broadcast(START, CONTROL, str -> str.getBytes());
+ startTestRun();
+ }
+ }
+
+ public void stop() {
+ if (!stopped) {
+ communicationService.broadcast(STOP, CONTROL, str -> str.getBytes());
+ stopTestRun();
+ }
+ }
+
+ private void logConfig(String prefix) {
+ log.info("{} with appId {}; numKeys = {}; cyclePeriod = {} ms; numNeighbors={}",
+ prefix, appId.id(), numKeys, cyclePeriod, numNeighbors);
+ }
+
+ private void startTestRun() {
+ sampleCollector.clearSamples();
+
+ // adjust numNeighbors and generate list of neighbors
+ numNeighbors = Math.min(clusterService.getNodes().size() - 1, numNeighbors);
+
+ // Schedule reporter task on report period boundary
+ reporterTask = new ReporterTask();
+ reportTimer.scheduleAtFixedRate(reporterTask,
+ REPORT_PERIOD - currentTimeMillis() % REPORT_PERIOD,
+ REPORT_PERIOD);
+
+ // Submit workers
+ stopped = false;
+ for (int i = 0; i < DEFAULT_NUM_WORKERS; i++) {
+ workers.submit(new Submitter(createIntents(numKeys, /*FIXME*/ 2, lastKey)));
+ }
+ log.info("Started test run");
+ }
+
+ private void stopTestRun() {
+ if (reporterTask != null) {
+ reporterTask.cancel();
+ reporterTask = null;
+ }
+
+ try {
+ workers.awaitTermination(5 * cyclePeriod, TimeUnit.MILLISECONDS);
+ } catch (InterruptedException e) {
+ log.warn("Failed to stop worker", e);
+ }
+
+ sampleCollector.recordSample(0, 0);
+ sampleCollector.recordSample(0, 0);
+ stopped = true;
+
+ log.info("Stopped test run");
+ }
+
+ private List<NodeId> getNeighbors() {
+ List<NodeId> nodes = clusterService.getNodes().stream()
+ .map(ControllerNode::id)
+ .collect(Collectors.toCollection(ArrayList::new));
+ // sort neighbors by id
+ Collections.sort(nodes, (node1, node2) ->
+ node1.toString().compareTo(node2.toString()));
+ // rotate the local node to index 0
+ Collections.rotate(nodes, -1 * nodes.indexOf(clusterService.getLocalNode().id()));
+ log.debug("neighbors (raw): {}", nodes); //TODO remove
+ // generate the sub-list that will contain local node and selected neighbors
+ nodes = nodes.subList(0, numNeighbors + 1);
+ log.debug("neighbors: {}", nodes); //TODO remove
+ return nodes;
+ }
+
+ private Intent createIntent(Key key, long mac, NodeId node, Multimap<NodeId, Device> devices) {
+ // choose a random device for which this node is master
+ List<Device> deviceList = devices.get(node).stream().collect(Collectors.toList());
+ Device device = deviceList.get(RandomUtils.nextInt(deviceList.size()));
+
+ //FIXME we currently ignore the path length and always use the same device
+ TrafficSelector selector = DefaultTrafficSelector.builder()
+ .matchEthDst(MacAddress.valueOf(mac)).build();
+ TrafficTreatment treatment = DefaultTrafficTreatment.emptyTreatment();
+ ConnectPoint ingress = new ConnectPoint(device.id(), PortNumber.portNumber(1));
+ ConnectPoint egress = new ConnectPoint(device.id(), PortNumber.portNumber(2));
+
+ return PointToPointIntent.builder()
+ .appId(appId)
+ .key(key)
+ .selector(selector)
+ .treatment(treatment)
+ .ingressPoint(ingress)
+ .egressPoint(egress)
+ .build();
+ }
+
+ /**
+ * Creates a specified number of intents for testing purposes.
+ *
+ * @param numberOfKeys number of intents
+ * @param pathLength path depth
+ * @param firstKey first key to attempt
+ * @return set of intents
+ */
+ private Set<Intent> createIntents(int numberOfKeys, int pathLength, int firstKey) {
+ List<NodeId> neighbors = getNeighbors();
+
+ Multimap<NodeId, Device> devices = ArrayListMultimap.create();
+ deviceService.getAvailableDevices()
+ .forEach(device -> devices.put(mastershipService.getMasterFor(device.id()), device));
+
+ // ensure that we have at least one device per neighbor
+ neighbors.forEach(node -> checkState(devices.get(node).size() > 0,
+ "There are no devices for {}", node));
+
+ // TODO pull this outside so that createIntent can use it
+ // prefix based on node id for keys generated on this instance
+ long keyPrefix = ((long) clusterService.getLocalNode().ip().getIp4Address().toInt()) << 32;
+
+ int maxKeysPerNode = (int) Math.ceil((double) numberOfKeys / neighbors.size());
+ Multimap<NodeId, Intent> intents = ArrayListMultimap.create();
+
+ for (int count = 0, k = firstKey; count < numberOfKeys; k++) {
+ Key key = Key.of(keyPrefix + k, appId);
+
+ NodeId leader = partitionService.getLeader(key);
+ if (!neighbors.contains(leader) || intents.get(leader).size() >= maxKeysPerNode) {
+ // Bail if we are not sending to this node or we have enough for this node
+ continue;
+ }
+ intents.put(leader, createIntent(key, keyPrefix + k, leader, devices));
+
+ // Bump up the counter and remember this as the last key used.
+ count++;
+ lastKey = k;
+ if (count % 1000 == 0) {
+ log.info("Building intents... {} (attempt: {})", count, lastKey);
+ }
+ }
+ checkState(intents.values().size() == numberOfKeys,
+ "Generated wrong number of intents");
+ log.info("Created {} intents", numberOfKeys);
+ intents.keySet().forEach(node -> log.info("\t{}\t{}", node, intents.get(node).size()));
+
+ return Sets.newHashSet(intents.values());
+ }
+
+ // Submits intent operations.
+ final class Submitter implements Runnable {
+
+ private long lastDuration;
+ private int lastCount;
+
+ private Set<Intent> intents = Sets.newHashSet();
+ private Set<Intent> submitted = Sets.newHashSet();
+ private Set<Intent> withdrawn = Sets.newHashSet();
+
+ private Submitter(Set<Intent> intents) {
+ this.intents = intents;
+ lastCount = numKeys / 4;
+ lastDuration = 1_000; // 1 second
+ }
+
+ @Override
+ public void run() {
+ prime();
+ while (!stopped) {
+ try {
+ cycle();
+ } catch (Exception e) {
+ log.warn("Exception during cycle", e);
+ }
+ }
+ clear();
+ }
+
+ private Iterable<Intent> subset(Set<Intent> intents) {
+ List<Intent> subset = Lists.newArrayList(intents);
+ Collections.shuffle(subset);
+ return subset.subList(0, lastCount);
+ }
+
+ // Submits the specified intent.
+ private void submit(Intent intent) {
+ intentService.submit(intent);
+ submitted.add(intent);
+ withdrawn.remove(intent); //TODO could check result here...
+ }
+
+ // Withdraws the specified intent.
+ private void withdraw(Intent intent) {
+ intentService.withdraw(intent);
+ withdrawn.add(intent);
+ submitted.remove(intent); //TODO could check result here...
+ }
+
+ // Primes the cycle.
+ private void prime() {
+ int i = 0;
+ withdrawn.addAll(intents);
+ for (Intent intent : intents) {
+ submit(intent);
+ // only submit half of the intents to start
+ if (i++ >= intents.size() / 2) {
+ break;
+ }
+ }
+ }
+
+ private void clear() {
+ submitted.forEach(this::withdraw);
+ }
+
+ // Runs a single operation cycle.
+ private void cycle() {
+ //TODO consider running without rate adjustment
+ adjustRates();
+
+ long start = currentTimeMillis();
+ subset(submitted).forEach(this::withdraw);
+ subset(withdrawn).forEach(this::submit);
+ long delta = currentTimeMillis() - start;
+
+ if (delta > cyclePeriod * 3 || delta < 0) {
+ log.warn("Cycle took {} ms", delta);
+ }
+
+ int difference = cyclePeriod - (int) delta;
+ if (difference > 0) {
+ delay(difference);
+ }
+
+ lastDuration = delta;
+ }
+
+ int cycleCount = 0;
+
+ private void adjustRates() {
+
+ int addDelta = Math.max(1000 - cycleCount, 10);
+ double multRatio = Math.min(0.8 + cycleCount * 0.0002, 0.995);
+
+ //FIXME need to iron out the rate adjustment
+ //FIXME we should taper the adjustments over time
+ //FIXME don't just use the lastDuration, take an average
+ if (++cycleCount % 5 == 0) { //TODO: maybe use a timer (we should do this every 5-10 sec)
+ if (listener.requestThroughput() - listener.processedThroughput() <= 2000 && //was 500
+ lastDuration <= cyclePeriod) {
+ lastCount = Math.min(lastCount + addDelta, intents.size() / 2);
+ } else {
+ lastCount *= multRatio;
+ }
+ log.info("last count: {}, last duration: {} ms (sub: {} vs inst: {})",
+ lastCount, lastDuration, listener.requestThroughput(), listener.processedThroughput());
+ }
+
+ }
+ }
+
+ // Event listener to monitor throughput.
+ final class Listener implements IntentListener {
+
+ private final Counter runningTotal = new Counter();
+ private volatile Map<IntentEvent.Type, Counter> counters;
+
+ private volatile double processedThroughput = 0;
+ private volatile double requestThroughput = 0;
+
+ public Listener() {
+ counters = initCounters();
+ }
+
+ private Map<IntentEvent.Type, Counter> initCounters() {
+ Map<IntentEvent.Type, Counter> map = Maps.newHashMap();
+ for (IntentEvent.Type type : IntentEvent.Type.values()) {
+ map.put(type, new Counter());
+ }
+ return map;
+ }
+
+ public double processedThroughput() {
+ return processedThroughput;
+ }
+
+ public double requestThroughput() {
+ return requestThroughput;
+ }
+
+ @Override
+ public void event(IntentEvent event) {
+ if (event.subject().appId().equals(appId)) {
+ counters.get(event.type()).add(1);
+ }
+ }
+
+ public void report() {
+ Map<IntentEvent.Type, Counter> reportCounters = counters;
+ counters = initCounters();
+
+ // update running total and latest throughput
+ Counter installed = reportCounters.get(INSTALLED);
+ Counter withdrawn = reportCounters.get(WITHDRAWN);
+ processedThroughput = installed.throughput() + withdrawn.throughput();
+ runningTotal.add(installed.total() + withdrawn.total());
+
+ Counter installReq = reportCounters.get(INSTALL_REQ);
+ Counter withdrawReq = reportCounters.get(WITHDRAW_REQ);
+ requestThroughput = installReq.throughput() + withdrawReq.throughput();
+
+ // build the string to report
+ StringBuilder stringBuilder = new StringBuilder();
+ for (IntentEvent.Type type : IntentEvent.Type.values()) {
+ Counter counter = reportCounters.get(type);
+ stringBuilder.append(format("%s=%.2f;", type, counter.throughput()));
+ }
+ log.info("Throughput: OVERALL={}; CURRENT={}; {}",
+ format("%.2f", runningTotal.throughput()),
+ format("%.2f", processedThroughput),
+ stringBuilder);
+
+ sampleCollector.recordSample(runningTotal.throughput(),
+ processedThroughput);
+ }
+ }
+
+ private class InternalControl implements ClusterMessageHandler {
+ @Override
+ public void handle(ClusterMessage message) {
+ String cmd = new String(message.payload());
+ log.info("Received command {}", cmd);
+ if (cmd.equals(START)) {
+ startTestRun();
+ } else {
+ stopTestRun();
+ }
+ }
+ }
+
+ private class ReporterTask extends TimerTask {
+ @Override
+ public void run() {
+ //adjustRates(); // FIXME we currently adjust rates in the cycle thread
+ listener.report();
+ }
+ }
+
+}