// Copyright Yahoo. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root. package com.yahoo.vespa.hosted.provision.autoscale; import com.yahoo.config.provision.ApplicationId; import com.yahoo.config.provision.Capacity; import com.yahoo.config.provision.ClusterResources; import com.yahoo.config.provision.ClusterSpec; import com.yahoo.config.provision.NodeResources; import com.yahoo.test.ManualClock; import com.yahoo.vespa.hosted.provision.applications.Application; import com.yahoo.vespa.hosted.provision.applications.Cluster; import com.yahoo.vespa.hosted.provision.applications.Status; import org.junit.Test; import java.time.Duration; import java.util.ArrayList; import java.util.List; import java.util.function.IntFunction; import static org.junit.Assert.assertEquals; /** * @author bratseth */ public class ClusterModelTest { private static final double delta = 0.001; @Test public void test_traffic_headroom() { ManualClock clock = new ManualClock(); Application application = Application.empty(ApplicationId.from("t1", "a1", "i1")); Cluster cluster = cluster(new NodeResources(1, 10, 100, 1)); application = application.with(cluster); // No current traffic share: Ideal load is low but capped var model1 = new ClusterModel(application.with(new Status(0.0, 1.0)), cluster, clock, Duration.ofMinutes(10), timeseries(cluster,100, t -> t == 0 ? 10000.0 : 0.0, t -> 0.0, clock), ClusterNodesTimeseries.empty()); assertEquals(0.131, model1.idealLoad().cpu(), delta); // Almost no current traffic share: Ideal load is low but capped var model2 = new ClusterModel(application.with(new Status(0.0001, 1.0)), cluster, clock, Duration.ofMinutes(10), timeseries(cluster,100, t -> t == 0 ? 10000.0 : 0.0, t -> 0.0, clock), ClusterNodesTimeseries.empty()); assertEquals(0.131, model2.idealLoad().cpu(), delta); } @Test public void test_growth_headroom() { ManualClock clock = new ManualClock(); Application application = Application.empty(ApplicationId.from("t1", "a1", "i1")); Cluster cluster = cluster(new NodeResources(1, 10, 100, 1)); application = application.with(cluster); // No current traffic: Ideal load is low but capped var model1 = new ClusterModel(application, cluster, clock, Duration.ofMinutes(10), timeseries(cluster,100, t -> t == 0 ? 10000.0 : 0.0, t -> 0.0, clock), ClusterNodesTimeseries.empty()); assertEquals(0.275, model1.idealLoad().cpu(), delta); // Almost no current traffic: Ideal load is low but capped var model2 = new ClusterModel(application.with(new Status(0.0001, 1.0)), cluster, clock, Duration.ofMinutes(10), timeseries(cluster,100, t -> t == 0 ? 10000.0 : 0.0001, t -> 0.0, clock), ClusterNodesTimeseries.empty()); assertEquals(0.040, model2.idealLoad().cpu(), delta); } private Cluster cluster(NodeResources resources) { return Cluster.create(ClusterSpec.Id.from("test"), false, Capacity.from(new ClusterResources(5, 1, resources))); } /** Creates the given number of measurements, spaced 5 minutes between, using the given function */ private ClusterTimeseries timeseries(Cluster cluster, int measurements, IntFunction queryRate, IntFunction writeRate, ManualClock clock) { List snapshots = new ArrayList<>(measurements); for (int i = 0; i < measurements; i++) { snapshots.add(new ClusterMetricSnapshot(clock.instant(), queryRate.apply(i), writeRate.apply(i))); clock.advance(Duration.ofMinutes(5)); } return new ClusterTimeseries(cluster.id(),snapshots); } }