YARN-10390: LeafQueue: retain user limits cache across assignContainers() calls. Contributed by Samir Khan (samkhan).
This commit is contained in:
parent
2a6fdcedeb
commit
9afec2ed17
|
@ -224,7 +224,8 @@ public class CapacityScheduler extends
|
|||
private boolean usePortForNodeName;
|
||||
|
||||
private boolean scheduleAsynchronously;
|
||||
private List<AsyncScheduleThread> asyncSchedulerThreads;
|
||||
@VisibleForTesting
|
||||
protected List<AsyncScheduleThread> asyncSchedulerThreads;
|
||||
private ResourceCommitterService resourceCommitterService;
|
||||
private RMNodeLabelsManager labelManager;
|
||||
private AppPriorityACLsManager appPriorityACLManager;
|
||||
|
|
|
@ -22,6 +22,7 @@ import java.io.IOException;
|
|||
import java.util.*;
|
||||
import java.util.Map.Entry;
|
||||
import java.util.concurrent.ConcurrentHashMap;
|
||||
import java.util.concurrent.ConcurrentMap;
|
||||
|
||||
import org.apache.commons.lang3.StringUtils;
|
||||
import org.apache.commons.lang3.time.DateUtils;
|
||||
|
@ -121,6 +122,16 @@ public class LeafQueue extends AbstractCSQueue {
|
|||
|
||||
private volatile OrderingPolicy<FiCaSchedulerApp> orderingPolicy = null;
|
||||
|
||||
// Map<Partition, Map<SchedulingMode, Map<User, CachedUserLimit>>>
|
||||
// Not thread safe: only the last level is a ConcurrentMap
|
||||
@VisibleForTesting
|
||||
Map<String, Map<SchedulingMode, ConcurrentMap<String, CachedUserLimit>>>
|
||||
userLimitsCache = new HashMap<>();
|
||||
|
||||
// Not thread safe
|
||||
@VisibleForTesting
|
||||
long currentUserLimitCacheVersion = 0;
|
||||
|
||||
// record all ignore partition exclusivityRMContainer, this will be used to do
|
||||
// preemption, key is the partition of the RMContainer allocated on
|
||||
private Map<String, TreeSet<RMContainer>> ignorePartitionExclusivityRMContainers =
|
||||
|
@ -1066,6 +1077,47 @@ public class LeafQueue extends AbstractCSQueue {
|
|||
return null;
|
||||
}
|
||||
|
||||
private ConcurrentMap<String, CachedUserLimit> getUserLimitCache(
|
||||
String partition,
|
||||
SchedulingMode schedulingMode) {
|
||||
synchronized (userLimitsCache) {
|
||||
long latestVersion = usersManager.getLatestVersionOfUsersState();
|
||||
|
||||
if (latestVersion != this.currentUserLimitCacheVersion) {
|
||||
// User limits cache needs invalidating
|
||||
this.currentUserLimitCacheVersion = latestVersion;
|
||||
userLimitsCache.clear();
|
||||
|
||||
Map<SchedulingMode, ConcurrentMap<String, CachedUserLimit>>
|
||||
uLCByPartition = new HashMap<>();
|
||||
userLimitsCache.put(partition, uLCByPartition);
|
||||
|
||||
ConcurrentMap<String, CachedUserLimit> uLCBySchedulingMode =
|
||||
new ConcurrentHashMap<>();
|
||||
uLCByPartition.put(schedulingMode, uLCBySchedulingMode);
|
||||
|
||||
return uLCBySchedulingMode;
|
||||
}
|
||||
|
||||
// User limits cache does not need invalidating
|
||||
Map<SchedulingMode, ConcurrentMap<String, CachedUserLimit>>
|
||||
uLCByPartition = userLimitsCache.get(partition);
|
||||
if (uLCByPartition == null) {
|
||||
uLCByPartition = new HashMap<>();
|
||||
userLimitsCache.put(partition, uLCByPartition);
|
||||
}
|
||||
|
||||
ConcurrentMap<String, CachedUserLimit> uLCBySchedulingMode =
|
||||
uLCByPartition.get(schedulingMode);
|
||||
if (uLCBySchedulingMode == null) {
|
||||
uLCBySchedulingMode = new ConcurrentHashMap<>();
|
||||
uLCByPartition.put(schedulingMode, uLCBySchedulingMode);
|
||||
}
|
||||
|
||||
return uLCBySchedulingMode;
|
||||
}
|
||||
}
|
||||
|
||||
@Override
|
||||
public CSAssignment assignContainers(Resource clusterResource,
|
||||
CandidateNodeSet<FiCaSchedulerNode> candidates,
|
||||
|
@ -1112,7 +1164,8 @@ public class LeafQueue extends AbstractCSQueue {
|
|||
return CSAssignment.NULL_ASSIGNMENT;
|
||||
}
|
||||
|
||||
Map<String, CachedUserLimit> userLimits = new HashMap<>();
|
||||
ConcurrentMap<String, CachedUserLimit> userLimits =
|
||||
this.getUserLimitCache(candidates.getPartition(), schedulingMode);
|
||||
boolean needAssignToQueueCheck = true;
|
||||
IteratorSelector sel = new IteratorSelector();
|
||||
sel.setPartition(candidates.getPartition());
|
||||
|
@ -1157,7 +1210,13 @@ public class LeafQueue extends AbstractCSQueue {
|
|||
cachedUserLimit);
|
||||
if (cul == null) {
|
||||
cul = new CachedUserLimit(userLimit);
|
||||
userLimits.put(application.getUser(), cul);
|
||||
CachedUserLimit retVal =
|
||||
userLimits.putIfAbsent(application.getUser(), cul);
|
||||
if (retVal != null) {
|
||||
// another thread updated the user limit cache before us
|
||||
cul = retVal;
|
||||
userLimit = cul.userLimit;
|
||||
}
|
||||
}
|
||||
// Check user limit
|
||||
boolean userAssignable = true;
|
||||
|
@ -2234,8 +2293,8 @@ public class LeafQueue extends AbstractCSQueue {
|
|||
|
||||
static class CachedUserLimit {
|
||||
final Resource userLimit;
|
||||
boolean canAssign = true;
|
||||
Resource reservation = Resources.none();
|
||||
volatile boolean canAssign = true;
|
||||
volatile Resource reservation = Resources.none();
|
||||
|
||||
CachedUserLimit(Resource userLimit) {
|
||||
this.userLimit = userLimit;
|
||||
|
|
|
@ -24,7 +24,6 @@ import java.util.Map;
|
|||
import java.util.Set;
|
||||
import java.util.concurrent.ConcurrentHashMap;
|
||||
import java.util.concurrent.atomic.AtomicInteger;
|
||||
import java.util.concurrent.atomic.AtomicLong;
|
||||
import java.util.concurrent.locks.ReentrantReadWriteLock;
|
||||
import java.util.concurrent.locks.ReentrantReadWriteLock.ReadLock;
|
||||
import java.util.concurrent.locks.ReentrantReadWriteLock.WriteLock;
|
||||
|
@ -72,7 +71,7 @@ public class UsersManager implements AbstractUsersManager {
|
|||
|
||||
// To detect whether there is a change in user count for every user-limit
|
||||
// calculation.
|
||||
private AtomicLong latestVersionOfUsersState = new AtomicLong(0);
|
||||
private long latestVersionOfUsersState = 0;
|
||||
private Map<String, Map<SchedulingMode, Long>> localVersionOfActiveUsersState =
|
||||
new HashMap<String, Map<SchedulingMode, Long>>();
|
||||
private Map<String, Map<SchedulingMode, Long>> localVersionOfAllUsersState =
|
||||
|
@ -91,8 +90,12 @@ public class UsersManager implements AbstractUsersManager {
|
|||
new HashMap<String, Set<ApplicationId>>();
|
||||
|
||||
// Pre-computed list of user-limits.
|
||||
Map<String, Map<SchedulingMode, Resource>> preComputedActiveUserLimit = new ConcurrentHashMap<>();
|
||||
Map<String, Map<SchedulingMode, Resource>> preComputedAllUserLimit = new ConcurrentHashMap<>();
|
||||
@VisibleForTesting
|
||||
Map<String, Map<SchedulingMode, Resource>> preComputedActiveUserLimit =
|
||||
new HashMap<>();
|
||||
@VisibleForTesting
|
||||
Map<String, Map<SchedulingMode, Resource>> preComputedAllUserLimit =
|
||||
new HashMap<>();
|
||||
|
||||
private float activeUsersTimesWeights = 0.0f;
|
||||
private float allUsersTimesWeights = 0.0f;
|
||||
|
@ -361,9 +364,9 @@ public class UsersManager implements AbstractUsersManager {
|
|||
writeLock.lock();
|
||||
try {
|
||||
|
||||
long value = latestVersionOfUsersState.incrementAndGet();
|
||||
long value = ++latestVersionOfUsersState;
|
||||
if (value < 0) {
|
||||
latestVersionOfUsersState.set(0);
|
||||
latestVersionOfUsersState = 0;
|
||||
}
|
||||
} finally {
|
||||
writeLock.unlock();
|
||||
|
@ -581,6 +584,15 @@ public class UsersManager implements AbstractUsersManager {
|
|||
return userSpecificUserLimit;
|
||||
}
|
||||
|
||||
protected long getLatestVersionOfUsersState() {
|
||||
readLock.lock();
|
||||
try {
|
||||
return latestVersionOfUsersState;
|
||||
} finally {
|
||||
readLock.unlock();
|
||||
}
|
||||
}
|
||||
|
||||
/*
|
||||
* Recompute user-limit under following conditions: 1. cached user-limit does
|
||||
* not exist in local map. 2. Total User count doesn't match with local cached
|
||||
|
@ -588,8 +600,13 @@ public class UsersManager implements AbstractUsersManager {
|
|||
*/
|
||||
private boolean isRecomputeNeeded(SchedulingMode schedulingMode,
|
||||
String nodePartition, boolean isActive) {
|
||||
return (getLocalVersionOfUsersState(nodePartition, schedulingMode,
|
||||
isActive) != latestVersionOfUsersState.get());
|
||||
readLock.lock();
|
||||
try {
|
||||
return (getLocalVersionOfUsersState(nodePartition, schedulingMode,
|
||||
isActive) != latestVersionOfUsersState);
|
||||
} finally {
|
||||
readLock.unlock();
|
||||
}
|
||||
}
|
||||
|
||||
/*
|
||||
|
@ -610,7 +627,7 @@ public class UsersManager implements AbstractUsersManager {
|
|||
localVersionOfUsersState.put(nodePartition, localVersion);
|
||||
}
|
||||
|
||||
localVersion.put(schedulingMode, latestVersionOfUsersState.get());
|
||||
localVersion.put(schedulingMode, latestVersionOfUsersState);
|
||||
} finally {
|
||||
writeLock.unlock();
|
||||
}
|
||||
|
|
|
@ -41,11 +41,13 @@ import org.apache.hadoop.yarn.server.resourcemanager.rmapp.attempt.RMAppAttemptM
|
|||
import org.apache.hadoop.yarn.server.resourcemanager.rmnode.RMNode;
|
||||
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.ResourceScheduler;
|
||||
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.common.fica.FiCaSchedulerApp;
|
||||
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.common.fica.FiCaSchedulerNode;
|
||||
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.AppAddedSchedulerEvent;
|
||||
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.AppAttemptAddedSchedulerEvent;
|
||||
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.NodeAddedSchedulerEvent;
|
||||
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.NodeUpdateSchedulerEvent;
|
||||
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.event.SchedulerEvent;
|
||||
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.placement.CandidateNodeSet;
|
||||
import org.apache.hadoop.yarn.server.utils.BuilderUtils;
|
||||
import org.apache.hadoop.yarn.util.resource.DominantResourceCalculator;
|
||||
import org.apache.hadoop.yarn.util.resource.ResourceUtils;
|
||||
|
@ -57,6 +59,7 @@ import java.util.Collections;
|
|||
import java.util.HashMap;
|
||||
import java.util.Map;
|
||||
import java.util.PriorityQueue;
|
||||
import java.util.concurrent.atomic.AtomicLong;
|
||||
|
||||
import static org.apache.hadoop.yarn.server.resourcemanager.resource.TestResourceProfiles.TEST_CONF_RESET_RESOURCE_TYPES;
|
||||
import static org.junit.Assert.assertEquals;
|
||||
|
@ -72,6 +75,29 @@ public class TestCapacitySchedulerPerf {
|
|||
return "resource-" + idx;
|
||||
}
|
||||
|
||||
public static class CapacitySchedulerPerf extends CapacityScheduler {
|
||||
volatile boolean enable = false;
|
||||
AtomicLong count = new AtomicLong(0);
|
||||
|
||||
public CapacitySchedulerPerf() {
|
||||
super();
|
||||
}
|
||||
|
||||
@Override
|
||||
CSAssignment allocateContainersToNode(
|
||||
CandidateNodeSet<FiCaSchedulerNode> candidates,
|
||||
boolean withNodeHeartbeat) {
|
||||
CSAssignment retVal = super.allocateContainersToNode(candidates,
|
||||
withNodeHeartbeat);
|
||||
|
||||
if (enable) {
|
||||
count.incrementAndGet();
|
||||
}
|
||||
|
||||
return retVal;
|
||||
}
|
||||
}
|
||||
|
||||
// This test is run only when when -DRunCapacitySchedulerPerfTests=true is set
|
||||
// on the command line. In addition, this test has tunables for the following:
|
||||
// Number of queues: -DNumberOfQueues (default=100)
|
||||
|
@ -88,6 +114,9 @@ public class TestCapacitySchedulerPerf {
|
|||
throws Exception {
|
||||
Assume.assumeTrue(Boolean.valueOf(
|
||||
System.getProperty("RunCapacitySchedulerPerfTests")));
|
||||
int numThreads = Integer.valueOf(System.getProperty(
|
||||
"CapacitySchedulerPerfTestsNumThreads", "0"));
|
||||
|
||||
if (numOfResourceTypes > 2) {
|
||||
// Initialize resource map
|
||||
Map<String, ResourceInformation> riMap = new HashMap<>();
|
||||
|
@ -112,13 +141,30 @@ public class TestCapacitySchedulerPerf {
|
|||
|
||||
CapacitySchedulerConfiguration csconf =
|
||||
createCSConfWithManyQueues(numQueues);
|
||||
if (numThreads > 0) {
|
||||
csconf.setScheduleAynschronously(true);
|
||||
csconf.setInt(
|
||||
CapacitySchedulerConfiguration.SCHEDULE_ASYNCHRONOUSLY_MAXIMUM_THREAD,
|
||||
numThreads);
|
||||
csconf.setLong(
|
||||
CapacitySchedulerConfiguration.SCHEDULE_ASYNCHRONOUSLY_PREFIX
|
||||
+ ".scheduling-interval-ms", 0);
|
||||
}
|
||||
|
||||
YarnConfiguration conf = new YarnConfiguration(csconf);
|
||||
// Don't reset resource types since we have already configured resource
|
||||
// types
|
||||
conf.setBoolean(TEST_CONF_RESET_RESOURCE_TYPES, false);
|
||||
conf.setClass(YarnConfiguration.RM_SCHEDULER, CapacityScheduler.class,
|
||||
ResourceScheduler.class);
|
||||
|
||||
if (numThreads > 0) {
|
||||
conf.setClass(YarnConfiguration.RM_SCHEDULER, CapacitySchedulerPerf.class,
|
||||
ResourceScheduler.class);
|
||||
// avoid getting skipped (see CapacityScheduler.shouldSkipNodeSchedule)
|
||||
conf.setLong(YarnConfiguration.RM_NM_HEARTBEAT_INTERVAL_MS, 600000);
|
||||
} else {
|
||||
conf.setClass(YarnConfiguration.RM_SCHEDULER, CapacityScheduler.class,
|
||||
ResourceScheduler.class);
|
||||
}
|
||||
|
||||
MockRM rm = new MockRM(conf);
|
||||
rm.start();
|
||||
|
@ -189,6 +235,13 @@ public class TestCapacitySchedulerPerf {
|
|||
RecordFactory recordFactory =
|
||||
RecordFactoryProvider.getRecordFactory(null);
|
||||
|
||||
if (numThreads > 0) {
|
||||
// disable async scheduling threads
|
||||
for (CapacityScheduler.AsyncScheduleThread t : cs.asyncSchedulerThreads) {
|
||||
t.suspendSchedule();
|
||||
}
|
||||
}
|
||||
|
||||
FiCaSchedulerApp[] fiCaApps = new FiCaSchedulerApp[totalApps];
|
||||
for (int i=0;i<totalApps;i++) {
|
||||
fiCaApps[i] =
|
||||
|
@ -213,79 +266,145 @@ public class TestCapacitySchedulerPerf {
|
|||
lqs[i].setUserLimitFactor((float)0.0);
|
||||
}
|
||||
|
||||
// allocate one container for each extra apps since
|
||||
// LeafQueue.canAssignToUser() checks for used > limit, not used >= limit
|
||||
cs.handle(new NodeUpdateSchedulerEvent(node));
|
||||
cs.handle(new NodeUpdateSchedulerEvent(node2));
|
||||
if (numThreads > 0) {
|
||||
// enable async scheduling threads
|
||||
for (CapacityScheduler.AsyncScheduleThread t : cs.asyncSchedulerThreads) {
|
||||
t.beginSchedule();
|
||||
}
|
||||
|
||||
// make sure only the extra apps have allocated containers
|
||||
for (int i=0;i<totalApps;i++) {
|
||||
boolean pending = fiCaApps[i].getAppSchedulingInfo().isPending();
|
||||
if (i < activeQueues) {
|
||||
assertFalse(pending);
|
||||
assertEquals(0,
|
||||
fiCaApps[i].getTotalPendingRequestsPerPartition().size());
|
||||
} else {
|
||||
assertTrue(pending);
|
||||
assertEquals(1*GB,
|
||||
fiCaApps[i].getTotalPendingRequestsPerPartition()
|
||||
.get(RMNodeLabelsManager.NO_LABEL).getMemorySize());
|
||||
// let the threads allocate resources for extra apps
|
||||
while (CapacitySchedulerMetrics.getMetrics().commitSuccess.lastStat()
|
||||
.numSamples() < activeQueues) {
|
||||
Thread.sleep(1000);
|
||||
}
|
||||
|
||||
// count the number of apps with allocated containers
|
||||
int numNotPending = 0;
|
||||
for (int i = 0; i < totalApps; i++) {
|
||||
boolean pending = fiCaApps[i].getAppSchedulingInfo().isPending();
|
||||
if (!pending) {
|
||||
numNotPending++;
|
||||
assertEquals(0,
|
||||
fiCaApps[i].getTotalPendingRequestsPerPartition().size());
|
||||
} else {
|
||||
assertEquals(1*GB,
|
||||
fiCaApps[i].getTotalPendingRequestsPerPartition()
|
||||
.get(RMNodeLabelsManager.NO_LABEL).getMemorySize());
|
||||
}
|
||||
}
|
||||
|
||||
// make sure only extra apps have allocated containers
|
||||
assertEquals(activeQueues, numNotPending);
|
||||
} else {
|
||||
// allocate one container for each extra apps since
|
||||
// LeafQueue.canAssignToUser() checks for used > limit, not used >= limit
|
||||
cs.handle(new NodeUpdateSchedulerEvent(node));
|
||||
cs.handle(new NodeUpdateSchedulerEvent(node2));
|
||||
|
||||
// make sure only the extra apps have allocated containers
|
||||
for (int i=0;i<totalApps;i++) {
|
||||
boolean pending = fiCaApps[i].getAppSchedulingInfo().isPending();
|
||||
if (i < activeQueues) {
|
||||
assertFalse(pending);
|
||||
assertEquals(0,
|
||||
fiCaApps[i].getTotalPendingRequestsPerPartition().size());
|
||||
} else {
|
||||
assertTrue(pending);
|
||||
assertEquals(1*GB,
|
||||
fiCaApps[i].getTotalPendingRequestsPerPartition()
|
||||
.get(RMNodeLabelsManager.NO_LABEL).getMemorySize());
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// Quiet the loggers while measuring throughput
|
||||
GenericTestUtils.setRootLogLevel(Level.WARN);
|
||||
final int topn = 20;
|
||||
final int iterations = 2000000;
|
||||
final int printInterval = 20000;
|
||||
final float numerator = 1000.0f * printInterval;
|
||||
PriorityQueue<Long> queue = new PriorityQueue<>(topn,
|
||||
Collections.reverseOrder());
|
||||
|
||||
long n = Time.monotonicNow();
|
||||
long timespent = 0;
|
||||
for (int i = 0; i < iterations; i+=2) {
|
||||
if (i > 0 && i % printInterval == 0){
|
||||
long ts = (Time.monotonicNow() - n);
|
||||
if (queue.size() < topn) {
|
||||
queue.offer(ts);
|
||||
} else {
|
||||
Long last = queue.peek();
|
||||
if (last > ts) {
|
||||
queue.poll();
|
||||
if (numThreads > 0) {
|
||||
System.out.println("Starting now");
|
||||
((CapacitySchedulerPerf) cs).enable = true;
|
||||
long start = Time.monotonicNow();
|
||||
Thread.sleep(60000);
|
||||
long end = Time.monotonicNow();
|
||||
((CapacitySchedulerPerf) cs).enable = false;
|
||||
long numOps = ((CapacitySchedulerPerf) cs).count.get();
|
||||
System.out.println("Number of operations: " + numOps);
|
||||
System.out.println("Time taken: " + (end - start) + " ms");
|
||||
System.out.println("" + (numOps * 1000 / (end - start))
|
||||
+ " ops / second");
|
||||
} else {
|
||||
final int topn = 20;
|
||||
final int iterations = 2000000;
|
||||
final int printInterval = 20000;
|
||||
final float numerator = 1000.0f * printInterval;
|
||||
PriorityQueue<Long> queue = new PriorityQueue<>(topn,
|
||||
Collections.reverseOrder());
|
||||
|
||||
long n = Time.monotonicNow();
|
||||
long timespent = 0;
|
||||
for (int i = 0; i < iterations; i+=2) {
|
||||
if (i > 0 && i % printInterval == 0){
|
||||
long ts = (Time.monotonicNow() - n);
|
||||
if (queue.size() < topn) {
|
||||
queue.offer(ts);
|
||||
} else {
|
||||
Long last = queue.peek();
|
||||
if (last > ts) {
|
||||
queue.poll();
|
||||
queue.offer(ts);
|
||||
}
|
||||
}
|
||||
System.out.println(i + " " + (numerator / ts));
|
||||
n = Time.monotonicNow();
|
||||
}
|
||||
System.out.println(i + " " + (numerator / ts));
|
||||
n= Time.monotonicNow();
|
||||
cs.handle(new NodeUpdateSchedulerEvent(node));
|
||||
cs.handle(new NodeUpdateSchedulerEvent(node2));
|
||||
}
|
||||
cs.handle(new NodeUpdateSchedulerEvent(node));
|
||||
cs.handle(new NodeUpdateSchedulerEvent(node2));
|
||||
timespent = 0;
|
||||
int entries = queue.size();
|
||||
while (queue.size() > 0) {
|
||||
long l = queue.poll();
|
||||
timespent += l;
|
||||
}
|
||||
System.out.println("#ResourceTypes = " + numOfResourceTypes
|
||||
+ ". Avg of fastest " + entries
|
||||
+ ": " + numerator / (timespent / entries) + " ops/sec of "
|
||||
+ appCount + " apps on " + pctActiveQueues + "% of " + numQueues
|
||||
+ " queues.");
|
||||
}
|
||||
timespent=0;
|
||||
int entries = queue.size();
|
||||
while(queue.size() > 0){
|
||||
long l = queue.poll();
|
||||
timespent += l;
|
||||
}
|
||||
System.out.println(
|
||||
"#ResourceTypes = " + numOfResourceTypes + ". Avg of fastest " + entries
|
||||
+ ": " + numerator / (timespent / entries) + " ops/sec of "
|
||||
+ appCount + " apps on " + pctActiveQueues + "% of " + numQueues
|
||||
+ " queues.");
|
||||
|
||||
// make sure only the extra apps have allocated containers
|
||||
for (int i=0;i<totalApps;i++) {
|
||||
boolean pending = fiCaApps[i].getAppSchedulingInfo().isPending();
|
||||
if (i < activeQueues) {
|
||||
assertFalse(pending);
|
||||
assertEquals(0,
|
||||
fiCaApps[i].getTotalPendingRequestsPerPartition().size());
|
||||
} else {
|
||||
assertTrue(pending);
|
||||
assertEquals(1*GB,
|
||||
fiCaApps[i].getTotalPendingRequestsPerPartition()
|
||||
.get(RMNodeLabelsManager.NO_LABEL).getMemorySize());
|
||||
if (numThreads > 0) {
|
||||
// count the number of apps with allocated containers
|
||||
int numNotPending = 0;
|
||||
for (int i = 0; i < totalApps; i++) {
|
||||
boolean pending = fiCaApps[i].getAppSchedulingInfo().isPending();
|
||||
if (!pending) {
|
||||
numNotPending++;
|
||||
assertEquals(0,
|
||||
fiCaApps[i].getTotalPendingRequestsPerPartition().size());
|
||||
} else {
|
||||
assertEquals(1*GB,
|
||||
fiCaApps[i].getTotalPendingRequestsPerPartition()
|
||||
.get(RMNodeLabelsManager.NO_LABEL).getMemorySize());
|
||||
}
|
||||
}
|
||||
|
||||
// make sure only extra apps have allocated containers
|
||||
assertEquals(activeQueues, numNotPending);
|
||||
} else {
|
||||
// make sure only the extra apps have allocated containers
|
||||
for (int i = 0; i < totalApps; i++) {
|
||||
boolean pending = fiCaApps[i].getAppSchedulingInfo().isPending();
|
||||
if (i < activeQueues) {
|
||||
assertFalse(pending);
|
||||
assertEquals(0,
|
||||
fiCaApps[i].getTotalPendingRequestsPerPartition().size());
|
||||
} else {
|
||||
assertTrue(pending);
|
||||
assertEquals(1 * GB,
|
||||
fiCaApps[i].getTotalPendingRequestsPerPartition()
|
||||
.get(RMNodeLabelsManager.NO_LABEL).getMemorySize());
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
|
|
|
@ -28,6 +28,7 @@ import static org.apache.hadoop.yarn.server.resourcemanager.scheduler
|
|||
.capacity.CapacitySchedulerConfiguration.ROOT;
|
||||
import static org.junit.Assert.assertEquals;
|
||||
import static org.junit.Assert.assertFalse;
|
||||
import static org.junit.Assert.assertNotEquals;
|
||||
import static org.junit.Assert.assertTrue;
|
||||
import static org.mockito.ArgumentMatchers.any;
|
||||
import static org.mockito.ArgumentMatchers.anyBoolean;
|
||||
|
@ -45,15 +46,18 @@ import java.util.ConcurrentModificationException;
|
|||
import java.util.HashMap;
|
||||
import java.util.List;
|
||||
import java.util.Map;
|
||||
import java.util.Random;
|
||||
import java.util.concurrent.ConcurrentHashMap;
|
||||
import java.util.concurrent.ConcurrentMap;
|
||||
import java.util.concurrent.CyclicBarrier;
|
||||
import java.util.concurrent.atomic.AtomicBoolean;
|
||||
|
||||
import com.google.common.collect.ImmutableMap;
|
||||
import org.slf4j.Logger;
|
||||
import org.slf4j.LoggerFactory;
|
||||
import org.apache.hadoop.conf.Configuration;
|
||||
import org.apache.hadoop.security.UserGroupInformation;
|
||||
import org.apache.hadoop.util.Time;
|
||||
import org.apache.hadoop.yarn.api.records.ApplicationAttemptId;
|
||||
import org.apache.hadoop.yarn.api.records.ApplicationId;
|
||||
import org.apache.hadoop.yarn.api.records.ContainerExitStatus;
|
||||
|
@ -900,6 +904,537 @@ public class TestLeafQueue {
|
|||
assertEquals(expectedRatio, b.getUsersManager().getUsageRatio(""), 0.001);
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testUserLimitCache() throws Exception {
|
||||
// Parameters
|
||||
final int numNodes = 4;
|
||||
final int nodeSize = 100;
|
||||
final int numAllocationThreads = 2;
|
||||
final int numUsers = 40;
|
||||
final int containerSize = 1 * GB;
|
||||
final int numContainersPerApp = 10;
|
||||
final int runTime = 5000; // in ms
|
||||
|
||||
Random random = new Random();
|
||||
|
||||
// Setup nodes
|
||||
FiCaSchedulerNode[] nodes = new FiCaSchedulerNode[numNodes];
|
||||
Map<NodeId, FiCaSchedulerNode> nodesMap = new HashMap<>(nodes.length);
|
||||
for (int i = 0; i < numNodes; i++) {
|
||||
String host = "127.0.0." + i;
|
||||
FiCaSchedulerNode node = TestUtils.getMockNode(host, DEFAULT_RACK, 0,
|
||||
nodeSize * GB, nodeSize);
|
||||
nodes[i] = node;
|
||||
nodesMap.put(node.getNodeID(), node);
|
||||
}
|
||||
|
||||
Resource clusterResource =
|
||||
Resources.createResource(numNodes * (nodeSize * GB),
|
||||
numNodes * nodeSize);
|
||||
|
||||
when(csContext.getNumClusterNodes()).thenReturn(numNodes);
|
||||
when(csContext.getClusterResource()).thenReturn(clusterResource);
|
||||
|
||||
// working with just one queue
|
||||
csConf.setQueues(CapacitySchedulerConfiguration.ROOT, new String[]{A});
|
||||
csConf.setCapacity(CapacitySchedulerConfiguration.ROOT + "." + A, 100);
|
||||
csConf.setMaximumCapacity(CapacitySchedulerConfiguration.ROOT + "." + A,
|
||||
100);
|
||||
|
||||
// reinitialize queues
|
||||
CSQueueStore newQueues = new CSQueueStore();
|
||||
CSQueue newRoot =
|
||||
CapacitySchedulerQueueManager.parseQueue(csContext, csConf, null,
|
||||
CapacitySchedulerConfiguration.ROOT,
|
||||
newQueues, queues,
|
||||
TestUtils.spyHook);
|
||||
queues = newQueues;
|
||||
root.reinitialize(newRoot, csContext.getClusterResource());
|
||||
root.updateClusterResource(clusterResource,
|
||||
new ResourceLimits(clusterResource));
|
||||
|
||||
// Mock the queue
|
||||
LeafQueue leafQueue = stubLeafQueue((LeafQueue) queues.get(A));
|
||||
|
||||
// Set user limit factor so some users are at their limit and the
|
||||
// user limit cache has more than just a few entries
|
||||
leafQueue.setUserLimitFactor(10 / nodeSize);
|
||||
|
||||
// Flag to let allocation threads know to stop
|
||||
AtomicBoolean stopThreads = new AtomicBoolean(false);
|
||||
AtomicBoolean errorInThreads = new AtomicBoolean(false);
|
||||
|
||||
// Set up allocation threads
|
||||
Thread[] threads = new Thread[numAllocationThreads];
|
||||
for (int i = 0; i < numAllocationThreads; i++) {
|
||||
threads[i] = new Thread(new Runnable() {
|
||||
@Override
|
||||
public void run() {
|
||||
try {
|
||||
boolean alwaysNull = true;
|
||||
while (!stopThreads.get()) {
|
||||
CSAssignment assignment = leafQueue.assignContainers(
|
||||
clusterResource,
|
||||
nodes[random.nextInt(numNodes)],
|
||||
new ResourceLimits(clusterResource),
|
||||
SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY);
|
||||
applyCSAssignment(clusterResource, assignment, leafQueue,
|
||||
nodesMap, leafQueue.applicationAttemptMap);
|
||||
|
||||
if (assignment != CSAssignment.NULL_ASSIGNMENT) {
|
||||
alwaysNull = false;
|
||||
}
|
||||
Thread.sleep(500);
|
||||
}
|
||||
|
||||
// One more assignment but not committing so that the
|
||||
// user limits cache is updated to the latest version
|
||||
CSAssignment assignment = leafQueue.assignContainers(
|
||||
clusterResource,
|
||||
nodes[random.nextInt(numNodes)],
|
||||
new ResourceLimits(clusterResource),
|
||||
SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY);
|
||||
|
||||
if (alwaysNull && assignment == CSAssignment.NULL_ASSIGNMENT) {
|
||||
LOG.error("Thread only got null assignments");
|
||||
errorInThreads.set(true);
|
||||
}
|
||||
} catch (Exception e) {
|
||||
LOG.error("Thread exiting because of exception", e);
|
||||
errorInThreads.set(true);
|
||||
}
|
||||
}
|
||||
}, "Scheduling Thread " + i);
|
||||
}
|
||||
|
||||
// Set up users and some apps
|
||||
final String[] users = new String[numUsers];
|
||||
for (int i = 0; i < users.length; i++) {
|
||||
users[i] = "user_" + i;
|
||||
}
|
||||
List<ApplicationAttemptId> applicationAttemptIds =
|
||||
new ArrayList<>(10);
|
||||
List<FiCaSchedulerApp> apps = new ArrayList<>(10);
|
||||
Priority priority = TestUtils.createMockPriority(1);
|
||||
|
||||
// Start up 10 apps to begin with
|
||||
int appId;
|
||||
for (appId = 0; appId < 10; appId++) {
|
||||
String user = users[random.nextInt(users.length)];
|
||||
ApplicationAttemptId applicationAttemptId =
|
||||
TestUtils.getMockApplicationAttemptId(appId, 0);
|
||||
FiCaSchedulerApp app = new FiCaSchedulerApp(applicationAttemptId,
|
||||
user,
|
||||
leafQueue, leafQueue.getUsersManager(), spyRMContext);
|
||||
|
||||
leafQueue.submitApplicationAttempt(app, user);
|
||||
app.updateResourceRequests(Collections.singletonList(
|
||||
TestUtils.createResourceRequest(ResourceRequest.ANY, containerSize,
|
||||
numContainersPerApp, true, priority, recordFactory)));
|
||||
|
||||
applicationAttemptIds.add(applicationAttemptId);
|
||||
apps.add(app);
|
||||
}
|
||||
|
||||
// Start threads
|
||||
for (int i = 0; i < numAllocationThreads; i++) {
|
||||
threads[i].start();
|
||||
}
|
||||
|
||||
final long startTime = Time.monotonicNow();
|
||||
while (true) {
|
||||
// Start a new app about half the iterations and stop a random app the
|
||||
// rest of the iterations
|
||||
boolean startOrStopApp = random.nextBoolean();
|
||||
if (startOrStopApp || (apps.size() == 1)) {
|
||||
// start a new app
|
||||
String user = users[random.nextInt(users.length)];
|
||||
ApplicationAttemptId applicationAttemptId =
|
||||
TestUtils.getMockApplicationAttemptId(appId, 0);
|
||||
FiCaSchedulerApp app = new FiCaSchedulerApp(applicationAttemptId,
|
||||
user,
|
||||
leafQueue, leafQueue.getUsersManager(), spyRMContext);
|
||||
|
||||
leafQueue.submitApplicationAttempt(app, user);
|
||||
app.updateResourceRequests(Collections.singletonList(
|
||||
TestUtils.createResourceRequest(ResourceRequest.ANY, containerSize,
|
||||
numContainersPerApp, true, priority, recordFactory)));
|
||||
|
||||
applicationAttemptIds.add(applicationAttemptId);
|
||||
apps.add(app);
|
||||
|
||||
appId++;
|
||||
} else {
|
||||
// stop a random app
|
||||
int i = random.nextInt(apps.size());
|
||||
FiCaSchedulerApp app = apps.get(i);
|
||||
leafQueue.finishApplication(app.getApplicationId(), app.getUser());
|
||||
leafQueue.releaseResource(clusterResource, app,
|
||||
app.getCurrentConsumption(), "", null);
|
||||
apps.remove(i);
|
||||
applicationAttemptIds.remove(i);
|
||||
}
|
||||
|
||||
if (errorInThreads.get() || (Time.monotonicNow() - startTime) > runTime) {
|
||||
break;
|
||||
}
|
||||
}
|
||||
|
||||
// signal allocation threads to stop
|
||||
stopThreads.set(true);
|
||||
|
||||
// wait for allocation threads to be done
|
||||
for (int i = 0; i < numAllocationThreads; i++) {
|
||||
threads[i].join();
|
||||
}
|
||||
|
||||
// check if there was an error in the allocation threads
|
||||
assertFalse(errorInThreads.get());
|
||||
|
||||
// check there is only one partition in the user limits cache
|
||||
assertEquals( 1, leafQueue.userLimitsCache.size());
|
||||
|
||||
Map<SchedulingMode, ConcurrentMap<String, LeafQueue.CachedUserLimit>>
|
||||
uLCByPartition = leafQueue.userLimitsCache.get(nodes[0].getPartition());
|
||||
|
||||
// check there is only one scheduling mode
|
||||
assertEquals(uLCByPartition.size(), 1);
|
||||
|
||||
ConcurrentMap<String, LeafQueue.CachedUserLimit> uLCBySchedulingMode =
|
||||
uLCByPartition.get(SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY);
|
||||
|
||||
// check entries in the user limits cache
|
||||
for (Map.Entry<String, LeafQueue.CachedUserLimit> entry :
|
||||
uLCBySchedulingMode.entrySet()) {
|
||||
String user = entry.getKey();
|
||||
Resource userLimit = entry.getValue().userLimit;
|
||||
|
||||
Resource expectedUL = leafQueue.getResourceLimitForActiveUsers(user,
|
||||
clusterResource, nodes[0].getPartition(),
|
||||
SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY);
|
||||
|
||||
assertEquals(expectedUL, userLimit);
|
||||
}
|
||||
|
||||
// check the current version in the user limits cache
|
||||
assertEquals(leafQueue.getUsersManager().getLatestVersionOfUsersState(),
|
||||
leafQueue.currentUserLimitCacheVersion);
|
||||
assertTrue(leafQueue.currentUserLimitCacheVersion > 0);
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testUserLimitCacheActiveUsersChanged() throws Exception {
|
||||
// Setup some nodes
|
||||
String host_0 = "127.0.0.1";
|
||||
FiCaSchedulerNode node_0 =
|
||||
TestUtils.getMockNode(host_0, DEFAULT_RACK, 0, 6*GB);
|
||||
String host_1 = "127.0.0.2";
|
||||
FiCaSchedulerNode node_1 =
|
||||
TestUtils.getMockNode(host_1, DEFAULT_RACK, 0, 6*GB);
|
||||
String host_2 = "127.0.0.3";
|
||||
FiCaSchedulerNode node_2 =
|
||||
TestUtils.getMockNode(host_2, DEFAULT_RACK, 0, 6*GB);
|
||||
String host_3 = "127.0.0.4";
|
||||
FiCaSchedulerNode node_3 =
|
||||
TestUtils.getMockNode(host_3, DEFAULT_RACK, 0, 6*GB);
|
||||
|
||||
Map<NodeId, FiCaSchedulerNode> nodes =
|
||||
ImmutableMap.of(
|
||||
node_0.getNodeID(), node_0,
|
||||
node_1.getNodeID(), node_1,
|
||||
node_2.getNodeID(), node_2,
|
||||
node_3.getNodeID(), node_3
|
||||
);
|
||||
|
||||
final int numNodes = 4;
|
||||
Resource clusterResource =
|
||||
Resources.createResource(numNodes * (6*GB), numNodes);
|
||||
|
||||
when(csContext.getNumClusterNodes()).thenReturn(numNodes);
|
||||
when(csContext.getClusterResource()).thenReturn(clusterResource);
|
||||
|
||||
// working with just one queue
|
||||
csConf.setQueues(CapacitySchedulerConfiguration.ROOT, new String[] {A});
|
||||
csConf.setCapacity(CapacitySchedulerConfiguration.ROOT + "." + A, 100);
|
||||
csConf.setMaximumCapacity(CapacitySchedulerConfiguration.ROOT + "." + A,
|
||||
100);
|
||||
|
||||
// reinitialize queues
|
||||
CSQueueStore newQueues = new CSQueueStore();
|
||||
CSQueue newRoot =
|
||||
CapacitySchedulerQueueManager.parseQueue(csContext, csConf, null,
|
||||
CapacitySchedulerConfiguration.ROOT,
|
||||
newQueues, queues,
|
||||
TestUtils.spyHook);
|
||||
queues = newQueues;
|
||||
root.reinitialize(newRoot, csContext.getClusterResource());
|
||||
root.updateClusterResource(clusterResource,
|
||||
new ResourceLimits(clusterResource));
|
||||
|
||||
// Mock the queue
|
||||
LeafQueue leafQueue = stubLeafQueue((LeafQueue)queues.get(A));
|
||||
|
||||
// initial check
|
||||
assertEquals(0, leafQueue.userLimitsCache.size());
|
||||
assertEquals(0,
|
||||
leafQueue.getUsersManager().preComputedAllUserLimit.size());
|
||||
assertEquals(0,
|
||||
leafQueue.getUsersManager().preComputedActiveUserLimit.size());
|
||||
|
||||
// 4 users
|
||||
final String user_0 = "user_0";
|
||||
final String user_1 = "user_1";
|
||||
final String user_2 = "user_2";
|
||||
final String user_3 = "user_3";
|
||||
|
||||
// Set user-limit
|
||||
leafQueue.setUserLimit(0);
|
||||
leafQueue.setUserLimitFactor(1.0f);
|
||||
|
||||
Priority priority = TestUtils.createMockPriority(1);
|
||||
|
||||
// Fill queue because user limit is calculated as (used / #active users).
|
||||
final ApplicationAttemptId appAttemptId_9 =
|
||||
TestUtils.getMockApplicationAttemptId(9, 0);
|
||||
FiCaSchedulerApp app_9 =
|
||||
new FiCaSchedulerApp(appAttemptId_9, user_0, leafQueue,
|
||||
leafQueue.getUsersManager(), spyRMContext);
|
||||
leafQueue.submitApplicationAttempt(app_9, user_0);
|
||||
|
||||
Map<ApplicationAttemptId, FiCaSchedulerApp> apps =
|
||||
ImmutableMap.of(app_9.getApplicationAttemptId(), app_9);
|
||||
|
||||
app_9.updateResourceRequests(Arrays.asList(
|
||||
TestUtils.createResourceRequest(host_0, 1*GB, 5, true,
|
||||
priority, recordFactory),
|
||||
TestUtils.createResourceRequest(DEFAULT_RACK, 1*GB, 5, true,
|
||||
priority, recordFactory),
|
||||
TestUtils.createResourceRequest(ResourceRequest.ANY, 1*GB, 5, true,
|
||||
priority, recordFactory)));
|
||||
assertEquals(1, leafQueue.getUsersManager().getNumActiveUsers());
|
||||
|
||||
CSAssignment assignment;
|
||||
for (int i = 0; i < 5; i++) {
|
||||
assignment = leafQueue.assignContainers(clusterResource, node_0,
|
||||
new ResourceLimits(clusterResource),
|
||||
SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY);
|
||||
applyCSAssignment(clusterResource, assignment, leafQueue, nodes, apps);
|
||||
}
|
||||
app_9.updateResourceRequests(Arrays.asList(
|
||||
TestUtils.createResourceRequest(host_1, 1*GB, 5, true,
|
||||
priority, recordFactory),
|
||||
TestUtils.createResourceRequest(DEFAULT_RACK, 1*GB, 5, true,
|
||||
priority, recordFactory),
|
||||
TestUtils.createResourceRequest(ResourceRequest.ANY, 1*GB, 5, true,
|
||||
priority, recordFactory)));
|
||||
for (int i = 0; i < 5; i++) {
|
||||
assignment = leafQueue.assignContainers(clusterResource, node_1,
|
||||
new ResourceLimits(clusterResource),
|
||||
SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY);
|
||||
applyCSAssignment(clusterResource, assignment, leafQueue, nodes, apps);
|
||||
}
|
||||
// A total of 10GB have been allocated
|
||||
assertEquals(10*GB, leafQueue.getUsedResources().getMemorySize());
|
||||
assertEquals(10*GB, app_9.getCurrentConsumption().getMemorySize());
|
||||
// For one user who should have been cached in the assignContainers call
|
||||
assertEquals(1, leafQueue.userLimitsCache
|
||||
.get(RMNodeLabelsManager.NO_LABEL)
|
||||
.get(SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY)
|
||||
.size());
|
||||
// But the cache is stale because an allocation was made
|
||||
assertNotEquals(leafQueue.currentUserLimitCacheVersion,
|
||||
leafQueue.getUsersManager().getLatestVersionOfUsersState());
|
||||
// Have not made any calls to fill up the all user limit in UsersManager
|
||||
assertEquals(0,
|
||||
leafQueue.getUsersManager().preComputedAllUserLimit.size());
|
||||
// But the user limit cache in leafQueue got filled up using the active
|
||||
// user limit in UsersManager
|
||||
assertEquals(1,
|
||||
leafQueue.getUsersManager().preComputedActiveUserLimit.size());
|
||||
|
||||
// submit 3 applications for now
|
||||
final ApplicationAttemptId appAttemptId_0 =
|
||||
TestUtils.getMockApplicationAttemptId(0, 0);
|
||||
FiCaSchedulerApp app_0 =
|
||||
new FiCaSchedulerApp(appAttemptId_0, user_0, leafQueue,
|
||||
leafQueue.getUsersManager(), spyRMContext);
|
||||
leafQueue.submitApplicationAttempt(app_0, user_0);
|
||||
|
||||
final ApplicationAttemptId appAttemptId_1 =
|
||||
TestUtils.getMockApplicationAttemptId(1, 0);
|
||||
FiCaSchedulerApp app_1 =
|
||||
new FiCaSchedulerApp(appAttemptId_1, user_1, leafQueue,
|
||||
leafQueue.getUsersManager(), spyRMContext);
|
||||
leafQueue.submitApplicationAttempt(app_1, user_1);
|
||||
|
||||
final ApplicationAttemptId appAttemptId_2 =
|
||||
TestUtils.getMockApplicationAttemptId(2, 0);
|
||||
FiCaSchedulerApp app_2 =
|
||||
new FiCaSchedulerApp(appAttemptId_2, user_2, leafQueue,
|
||||
leafQueue.getUsersManager(), spyRMContext);
|
||||
leafQueue.submitApplicationAttempt(app_2, user_2);
|
||||
|
||||
apps = ImmutableMap.of(
|
||||
app_0.getApplicationAttemptId(), app_0,
|
||||
app_1.getApplicationAttemptId(), app_1,
|
||||
app_2.getApplicationAttemptId(), app_2
|
||||
);
|
||||
|
||||
// requests from first three users (all of which will be locality delayed)
|
||||
app_0.updateResourceRequests(Arrays.asList(
|
||||
TestUtils.createResourceRequest(host_0, 4*GB, 1, true,
|
||||
priority, recordFactory),
|
||||
TestUtils.createResourceRequest(DEFAULT_RACK, 4*GB, 1, true,
|
||||
priority, recordFactory),
|
||||
TestUtils.createResourceRequest(ResourceRequest.ANY, 4*GB, 10, true,
|
||||
priority, recordFactory)));
|
||||
|
||||
app_1.updateResourceRequests(Arrays.asList(
|
||||
TestUtils.createResourceRequest(host_0, 4*GB, 1, true,
|
||||
priority, recordFactory),
|
||||
TestUtils.createResourceRequest(DEFAULT_RACK, 4*GB, 1, true,
|
||||
priority, recordFactory),
|
||||
TestUtils.createResourceRequest(ResourceRequest.ANY, 4*GB, 10, true,
|
||||
priority, recordFactory)));
|
||||
|
||||
app_2.updateResourceRequests(Arrays.asList(
|
||||
TestUtils.createResourceRequest(host_0, 4*GB, 1, true,
|
||||
priority, recordFactory),
|
||||
TestUtils.createResourceRequest(DEFAULT_RACK, 4*GB, 1, true,
|
||||
priority, recordFactory),
|
||||
TestUtils.createResourceRequest(ResourceRequest.ANY, 4*GB, 10, true,
|
||||
priority, recordFactory)));
|
||||
|
||||
// There are 3 active users right now
|
||||
assertEquals(3, leafQueue.getUsersManager().getNumActiveUsers());
|
||||
|
||||
// fill up user limit cache
|
||||
assignment = leafQueue.assignContainers(clusterResource, node_1,
|
||||
new ResourceLimits(clusterResource),
|
||||
SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY);
|
||||
applyCSAssignment(clusterResource, assignment, leafQueue, nodes, apps);
|
||||
// A total of 10GB have been allocated
|
||||
assertEquals(10*GB, leafQueue.getUsedResources().getMemorySize());
|
||||
assertEquals(0*GB, app_0.getCurrentConsumption().getMemorySize());
|
||||
assertEquals(0*GB, app_1.getCurrentConsumption().getMemorySize());
|
||||
assertEquals(0*GB, app_2.getCurrentConsumption().getMemorySize());
|
||||
assertEquals(10*GB, app_9.getCurrentConsumption().getMemorySize());
|
||||
// There are three users who should have been cached
|
||||
assertEquals(3, leafQueue.userLimitsCache
|
||||
.get(RMNodeLabelsManager.NO_LABEL)
|
||||
.get(SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY)
|
||||
.size());
|
||||
// There are three users so each has a limit of 12/3 = 4GB
|
||||
assertEquals(4*GB, leafQueue.userLimitsCache
|
||||
.get(RMNodeLabelsManager.NO_LABEL)
|
||||
.get(SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY)
|
||||
.get(user_0).userLimit.getMemorySize());
|
||||
assertEquals(4*GB, leafQueue.userLimitsCache
|
||||
.get(RMNodeLabelsManager.NO_LABEL)
|
||||
.get(SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY)
|
||||
.get(user_1).userLimit.getMemorySize());
|
||||
assertEquals(4*GB, leafQueue.userLimitsCache
|
||||
.get(RMNodeLabelsManager.NO_LABEL)
|
||||
.get(SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY)
|
||||
.get(user_2).userLimit.getMemorySize());
|
||||
// And the cache is NOT stale because no allocation was made
|
||||
assertEquals(leafQueue.currentUserLimitCacheVersion,
|
||||
leafQueue.getUsersManager().getLatestVersionOfUsersState());
|
||||
// Have not made any calls to fill up the all user limit in UsersManager
|
||||
assertEquals(0,
|
||||
leafQueue.getUsersManager().preComputedAllUserLimit.size());
|
||||
// But the user limit cache in leafQueue got filled up using the active
|
||||
// user limit in UsersManager with 4GB limit (since there are three users
|
||||
// so 12/3 = 4GB each)
|
||||
assertEquals(1, leafQueue.getUsersManager()
|
||||
.preComputedActiveUserLimit.size());
|
||||
assertEquals(1, leafQueue.getUsersManager()
|
||||
.preComputedActiveUserLimit.get(RMNodeLabelsManager.NO_LABEL).size());
|
||||
assertEquals(4*GB, leafQueue.getUsersManager()
|
||||
.preComputedActiveUserLimit.get(RMNodeLabelsManager.NO_LABEL)
|
||||
.get(SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY).getMemorySize());
|
||||
|
||||
// submit the 4th application
|
||||
final ApplicationAttemptId appAttemptId_3 =
|
||||
TestUtils.getMockApplicationAttemptId(3, 0);
|
||||
FiCaSchedulerApp app_3 =
|
||||
new FiCaSchedulerApp(appAttemptId_3, user_3, leafQueue,
|
||||
leafQueue.getUsersManager(), spyRMContext);
|
||||
leafQueue.submitApplicationAttempt(app_3, user_3);
|
||||
|
||||
apps = ImmutableMap.of(
|
||||
app_0.getApplicationAttemptId(), app_0,
|
||||
app_1.getApplicationAttemptId(), app_1,
|
||||
app_2.getApplicationAttemptId(), app_2,
|
||||
app_3.getApplicationAttemptId(), app_3
|
||||
);
|
||||
|
||||
app_3.updateResourceRequests(Arrays.asList(
|
||||
TestUtils.createResourceRequest(host_0, 4*GB, 1, true,
|
||||
priority, recordFactory),
|
||||
TestUtils.createResourceRequest(DEFAULT_RACK, 4*GB, 1, true,
|
||||
priority, recordFactory),
|
||||
TestUtils.createResourceRequest(ResourceRequest.ANY, 4*GB, 10, true,
|
||||
priority, recordFactory)));
|
||||
|
||||
// 4 active users now
|
||||
assertEquals(4, leafQueue.getUsersManager().getNumActiveUsers());
|
||||
// Check that the user limits cache has become stale
|
||||
assertNotEquals(leafQueue.currentUserLimitCacheVersion,
|
||||
leafQueue.getUsersManager().getLatestVersionOfUsersState());
|
||||
|
||||
// Even though there are no allocations, user limit cache is repopulated
|
||||
assignment = leafQueue.assignContainers(clusterResource, node_1,
|
||||
new ResourceLimits(clusterResource),
|
||||
SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY);
|
||||
applyCSAssignment(clusterResource, assignment, leafQueue, nodes, apps);
|
||||
// A total of 10GB have been allocated
|
||||
assertEquals(10*GB, leafQueue.getUsedResources().getMemorySize());
|
||||
assertEquals(0*GB, app_0.getCurrentConsumption().getMemorySize());
|
||||
assertEquals(0*GB, app_1.getCurrentConsumption().getMemorySize());
|
||||
assertEquals(0*GB, app_2.getCurrentConsumption().getMemorySize());
|
||||
assertEquals(0*GB, app_3.getCurrentConsumption().getMemorySize());
|
||||
assertEquals(10*GB, app_9.getCurrentConsumption().getMemorySize());
|
||||
// There are four users who should have been cached
|
||||
assertEquals(4, leafQueue.userLimitsCache
|
||||
.get(RMNodeLabelsManager.NO_LABEL)
|
||||
.get(SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY)
|
||||
.size());
|
||||
// There are four users so each has a limit of 12/4 = 3GB
|
||||
assertEquals(3*GB, leafQueue.userLimitsCache
|
||||
.get(RMNodeLabelsManager.NO_LABEL)
|
||||
.get(SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY)
|
||||
.get(user_0).userLimit.getMemorySize());
|
||||
assertEquals(3*GB, leafQueue.userLimitsCache
|
||||
.get(RMNodeLabelsManager.NO_LABEL)
|
||||
.get(SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY)
|
||||
.get(user_1).userLimit.getMemorySize());
|
||||
assertEquals(3*GB, leafQueue.userLimitsCache
|
||||
.get(RMNodeLabelsManager.NO_LABEL)
|
||||
.get(SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY)
|
||||
.get(user_2).userLimit.getMemorySize());
|
||||
assertEquals(3*GB, leafQueue.userLimitsCache
|
||||
.get(RMNodeLabelsManager.NO_LABEL)
|
||||
.get(SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY)
|
||||
.get(user_3).userLimit.getMemorySize());
|
||||
// And the cache is NOT stale because no allocation was made
|
||||
assertEquals(leafQueue.currentUserLimitCacheVersion,
|
||||
leafQueue.getUsersManager().getLatestVersionOfUsersState());
|
||||
// Have not made any calls to fill up the all user limit in UsersManager
|
||||
assertEquals(0,
|
||||
leafQueue.getUsersManager().preComputedAllUserLimit.size());
|
||||
// But the user limit cache in leafQueue got filled up using the active
|
||||
// user limit in UsersManager with 3GB limit (since there are four users
|
||||
// so 12/4 = 3GB each)
|
||||
assertEquals(1, leafQueue.getUsersManager()
|
||||
.preComputedActiveUserLimit.size());
|
||||
assertEquals(1, leafQueue.getUsersManager()
|
||||
.preComputedActiveUserLimit.get(RMNodeLabelsManager.NO_LABEL).size());
|
||||
assertEquals(3*GB, leafQueue.getUsersManager()
|
||||
.preComputedActiveUserLimit.get(RMNodeLabelsManager.NO_LABEL)
|
||||
.get(SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY).getMemorySize());
|
||||
}
|
||||
|
||||
@Test
|
||||
public void testUserLimits() throws Exception {
|
||||
// Mock the queue
|
||||
|
|
Loading…
Reference in New Issue