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YARN-5890. FairScheduler should log information about AM-resource-usage and max-AM-share for queues

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(Contributed by Yufei Gu via Daniel Templeton)
This commit is contained in:
Daniel Templeton 2016-11-29 12:44:08 -08:00
parent b407d53195
commit 3b9d3acd20
4 changed files with 232 additions and 14 deletions
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42
hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/FSLeafQueue.java
View File

@ -81,6 +81,7 @@ public FSLeafQueue(String name, FairScheduler scheduler,
this.lastTimeAtMinShare = scheduler.getClock().getTime();
activeUsersManager = new ActiveUsersManager(getMetrics());
amResourceUsage = Resource.newInstance(0, 0);
getMetrics().setAMResourceUsage(amResourceUsage);
}
void addApp(FSAppAttempt app, boolean runnable) {
@ -132,6 +133,7 @@ boolean removeApp(FSAppAttempt app) {
// running an unmanaged AM.
if (runnable && app.isAmRunning()) {
Resources.subtractFrom(amResourceUsage, app.getAMResource());
getMetrics().setAMResourceUsage(amResourceUsage);
}
return runnable;
@ -468,19 +470,14 @@ public ActiveUsersManager getActiveUsersManager() {
}
/**
* Check whether this queue can run this application master under the
* maxAMShare limit.
*
* @param amResource resources required to run the AM
* @return true if this queue can run
*/
boolean canRunAppAM(Resource amResource) {
if (Math.abs(maxAMShare - -1.0f) < 0.0001) {
return true;
}
// If FairShare is zero, use min(maxShare, available resource) to compute
// maxAMResource
* Compute the maximum resource AM can use. The value is the result of
* multiplying FairShare and maxAMShare. If FairShare is zero, use
* min(maxShare, available resource) instead to prevent zero value for
* maximum AM resource since it forbids any job running in the queue.
*
* @return the maximum resource AM can use
*/
private Resource computeMaxAMResource() {
Resource maxResource = Resources.clone(getFairShare());
if (maxResource.getMemorySize() == 0) {
maxResource.setMemorySize(
@ -494,7 +491,23 @@ boolean canRunAppAM(Resource amResource) {
getMaxShare().getVirtualCores()));
}
Resource maxAMResource = Resources.multiply(maxResource, maxAMShare);
return Resources.multiply(maxResource, maxAMShare);
}
/**
* Check whether this queue can run the Application Master under the
* maxAMShare limit.
*
* @param amResource resources required to run the AM
* @return true if this queue can run
*/
public boolean canRunAppAM(Resource amResource) {
if (Math.abs(maxAMShare - -1.0f) < 0.0001) {
return true;
}
Resource maxAMResource = computeMaxAMResource();
getMetrics().setMaxAMShare(maxAMResource);
Resource ifRunAMResource = Resources.add(amResourceUsage, amResource);
return Resources.fitsIn(ifRunAMResource, maxAMResource);
}
@ -502,6 +515,7 @@ boolean canRunAppAM(Resource amResource) {
void addAMResourceUsage(Resource amResource) {
if (amResource != null) {
Resources.addTo(amResourceUsage, amResource);
getMetrics().setAMResourceUsage(amResourceUsage);
}
}

7
hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/FSQueue.java
View File

@ -41,6 +41,8 @@
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.Queue;
import org.apache.hadoop.yarn.util.resource.Resources;
import com.google.common.annotations.VisibleForTesting;
@Private
@Unstable
public abstract class FSQueue implements Queue, Schedulable {
@ -160,6 +162,11 @@ public int getMaxRunningApps() {
return maxRunningApps;
}
@VisibleForTesting
protected float getMaxAMShare() {
return maxAMShare;
}
public void setMaxAMShare(float maxAMShare){
this.maxAMShare = maxAMShare;
}

60
hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/FSQueueMetrics.java
View File

@ -41,6 +41,10 @@ public class FSQueueMetrics extends QueueMetrics {
@Metric("Maximum share of memory in MB") MutableGaugeLong maxShareMB;
@Metric("Maximum share of CPU in vcores") MutableGaugeLong maxShareVCores;
@Metric("Maximum number of applications") MutableGaugeInt maxApps;
@Metric("Maximum AM share of memory in MB") MutableGaugeLong maxAMShareMB;
@Metric("Maximum AM share of CPU in vcores") MutableGaugeInt maxAMShareVCores;
@Metric("AM resource usage of memory in MB") MutableGaugeLong amResourceUsageMB;
@Metric("AM resource usage of CPU in vcores") MutableGaugeInt amResourceUsageVCores;
private String schedulingPolicy;
@ -109,6 +113,62 @@ public void setMaxApps(int max) {
maxApps.set(max);
}
/**
* Get the maximum memory size AM can use in MB.
*
* @return the maximum memory size AM can use
*/
public long getMaxAMShareMB() {
return maxAMShareMB.value();
}
/**
* Get the maximum number of VCores AM can use.
*
* @return the maximum number of VCores AM can use
*/
public int getMaxAMShareVCores() {
return maxAMShareVCores.value();
}
/**
* Set the maximum resource AM can use.
*
* @param resource the maximum resource AM can use
*/
public void setMaxAMShare(Resource resource) {
maxAMShareMB.set(resource.getMemorySize());
maxAMShareVCores.set(resource.getVirtualCores());
}
/**
* Get the AM memory usage in MB.
*
* @return the AM memory usage
*/
public long getAMResourceUsageMB() {
return amResourceUsageMB.value();
}
/**
* Get the AM VCore usage.
*
* @return the AM VCore usage
*/
public int getAMResourceUsageVCores() {
return amResourceUsageVCores.value();
}
/**
* Set the AM resource usage.
*
* @param resource the AM resource usage
*/
public void setAMResourceUsage(Resource resource) {
amResourceUsageMB.set(resource.getMemorySize());
amResourceUsageVCores.set(resource.getVirtualCores());
}
public String getSchedulingPolicy() {
return schedulingPolicy;
}

137
hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/TestFairScheduler.java
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@ -594,6 +594,143 @@ public void testFairShareWithZeroWeight() throws IOException {
assertEquals(0, queue.getFairShare().getMemorySize());
}
/**
* Test if we compute the maximum AM resource correctly.
*
* @throws IOException if scheduler reinitialization fails
*/
@Test
public void testComputeMaxAMResource() throws IOException {
conf.set(FairSchedulerConfiguration.ALLOCATION_FILE, ALLOC_FILE);
PrintWriter out = new PrintWriter(new FileWriter(ALLOC_FILE));
out.println("<?xml version=\"1.0\"?>");
out.println("<allocations>");
out.println("<queue name=\"queueFSZeroWithMax\">");
out.println("<weight>0</weight>");
out.println("<maxAMShare>0.5</maxAMShare>");
out.println("<maxResources>4096 mb 4 vcores</maxResources>");
out.println("</queue>");
out.println("<queue name=\"queueFSZeroWithAVL\">");
out.println("<weight>0.0</weight>");
out.println("<maxAMShare>0.5</maxAMShare>");
out.println("</queue>");
out.println("<queue name=\"queueFSNonZero\">");
out.println("<weight>1</weight>");
out.println("<maxAMShare>0.5</maxAMShare>");
out.println("</queue>");
out.println("<defaultQueueSchedulingPolicy>drf" +
"</defaultQueueSchedulingPolicy>");
out.println("</allocations>");
out.close();
scheduler.init(conf);
scheduler.start();
scheduler.reinitialize(conf, resourceManager.getRMContext());
long memCapacity = 20 * GB;
int cpuCapacity = 20;
RMNode node =
MockNodes.newNodeInfo(1, Resources.createResource(memCapacity,
cpuCapacity), 0, "127.0.0.1");
NodeAddedSchedulerEvent nodeEvent = new NodeAddedSchedulerEvent(node);
NodeUpdateSchedulerEvent updateEvent = new NodeUpdateSchedulerEvent(node);
scheduler.handle(nodeEvent);
scheduler.update();
Resource amResource = Resource.newInstance(1 * GB, 1);
int amPriority = RMAppAttemptImpl.AM_CONTAINER_PRIORITY.getPriority();
// queueFSZeroWithMax
FSLeafQueue queueFSZeroWithMax = scheduler.getQueueManager().
getLeafQueue("queueFSZeroWithMax", true);
ApplicationAttemptId attId1 = createAppAttemptId(1, 1);
createApplicationWithAMResource(attId1, "queueFSZeroWithMax", "user1",
amResource);
createSchedulingRequestExistingApplication(1 * GB, 1, amPriority, attId1);
scheduler.update();
scheduler.handle(updateEvent);
// queueFSZeroWithMax's weight is 0.0, so its fair share should be 0, we use
// the min(maxShare, available resource) to compute maxAMShare, in this
// case, we use maxShare, since it is smaller than available resource.
assertEquals("QueueFSZeroWithMax's fair share should be zero",
0, queueFSZeroWithMax.getFairShare().getMemorySize());
assertEquals("QueueFSZeroWithMax's maximum AM resource should be "
+ "maxShare * maxAMShare",
(long)(queueFSZeroWithMax.getMaxShare().getMemorySize() *
queueFSZeroWithMax.getMaxAMShare()),
queueFSZeroWithMax.getMetrics().getMaxAMShareMB());
assertEquals("QueueFSZeroWithMax's maximum AM resource should be "
+ "maxShare * maxAMShare",
(long)(queueFSZeroWithMax.getMaxShare().getVirtualCores() *
queueFSZeroWithMax.getMaxAMShare()),
queueFSZeroWithMax.getMetrics().getMaxAMShareVCores());
assertEquals("QueueFSZeroWithMax's AM resource usage should be the same to "
+ "AM resource request",
amResource.getMemorySize(),
queueFSZeroWithMax.getMetrics().getAMResourceUsageMB());
// queueFSZeroWithAVL
amResource = Resources.createResource(1 * GB, 1);
FSLeafQueue queueFSZeroWithAVL = scheduler.getQueueManager().
getLeafQueue("queueFSZeroWithAVL", true);
ApplicationAttemptId attId2 = createAppAttemptId(2, 1);
createApplicationWithAMResource(attId2, "queueFSZeroWithAVL", "user1",
amResource);
createSchedulingRequestExistingApplication(1 * GB, 1, amPriority, attId2);
scheduler.update();
scheduler.handle(updateEvent);
// queueFSZeroWithAVL's weight is 0.0, so its fair share is 0, and we use
// the min(maxShare, available resource) to compute maxAMShare, in this
// case, we use available resource since it is smaller than the
// default maxShare.
assertEquals("QueueFSZeroWithAVL's fair share should be zero",
0, queueFSZeroWithAVL.getFairShare().getMemorySize());
assertEquals("QueueFSZeroWithAVL's maximum AM resource should be "
+ " available resource * maxAMShare",
(long) ((memCapacity - amResource.getMemorySize()) *
queueFSZeroWithAVL.getMaxAMShare()),
queueFSZeroWithAVL.getMetrics().getMaxAMShareMB());
assertEquals("QueueFSZeroWithAVL's maximum AM resource should be "
+ " available resource * maxAMShare",
(long) ((cpuCapacity - amResource.getVirtualCores()) *
queueFSZeroWithAVL.getMaxAMShare()),
queueFSZeroWithAVL.getMetrics().getMaxAMShareVCores());
assertEquals("QueueFSZeroWithMax's AM resource usage should be the same to "
+ "AM resource request",
amResource.getMemorySize(),
queueFSZeroWithAVL.getMetrics().getAMResourceUsageMB());
// queueFSNonZero
amResource = Resources.createResource(1 * GB, 1);
FSLeafQueue queueFSNonZero = scheduler.getQueueManager().
getLeafQueue("queueFSNonZero", true);
ApplicationAttemptId attId3 = createAppAttemptId(3, 1);
createApplicationWithAMResource(attId3, "queueFSNonZero", "user1",
amResource);
createSchedulingRequestExistingApplication(1 * GB, 1, amPriority, attId3);
scheduler.update();
scheduler.handle(updateEvent);
// queueFSNonZero's weight is 1, so its fair share is not 0, and we use the
// fair share to compute maxAMShare
assertNotEquals("QueueFSNonZero's fair share shouldn't be zero",
0, queueFSNonZero.getFairShare().getMemorySize());
assertEquals("QueueFSNonZero's maximum AM resource should be "
+ " fair share * maxAMShare",
(long)(memCapacity * queueFSNonZero.getMaxAMShare()),
queueFSNonZero.getMetrics().getMaxAMShareMB());
assertEquals("QueueFSNonZero's maximum AM resource should be "
+ " fair share * maxAMShare",
(long)(cpuCapacity * queueFSNonZero.getMaxAMShare()),
queueFSNonZero.getMetrics().getMaxAMShareVCores());
assertEquals("QueueFSNonZero's AM resource usage should be the same to "
+ "AM resource request",
amResource.getMemorySize(),
queueFSNonZero.getMetrics().getAMResourceUsageMB());
}
@Test
public void testFairShareWithZeroWeightNoneZeroMinRes() throws IOException {
conf.set(FairSchedulerConfiguration.ALLOCATION_FILE, ALLOC_FILE);