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@@ -37,6 +37,7 @@ import org.apache.hadoop.yarn.client.api.async.AMRMClientAsync;
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import org.apache.hadoop.yarn.client.api.async.impl.AMRMClientAsyncImpl;
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import org.apache.hadoop.yarn.conf.YarnConfiguration;
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import org.junit.Assert;
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+import org.junit.Before;
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import org.junit.Test;
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import java.util.ArrayList;
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@@ -58,66 +59,46 @@ import static org.apache.hadoop.yarn.api.resource.PlacementConstraints.Placement
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*/
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public class TestAMRMClientPlacementConstraints extends BaseAMRMClientTest {
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+ private List<Container> allocatedContainers = null;
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+ private List<RejectedSchedulingRequest> rejectedSchedulingRequests = null;
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+ private Map<Set<String>, PlacementConstraint> pcMapping = null;
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+
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+ @Before
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+ public void setup() throws Exception {
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+ conf = new YarnConfiguration();
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+ allocatedContainers = new ArrayList<>();
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+ rejectedSchedulingRequests = new ArrayList<>();
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+ pcMapping = new HashMap<>();
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+ pcMapping.put(Collections.singleton("foo"),
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+ PlacementConstraints.build(
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+ PlacementConstraints.targetNotIn(NODE, allocationTag("foo"))));
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+ pcMapping.put(Collections.singleton("bar"),
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+ PlacementConstraints.build(
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+ PlacementConstraints.targetNotIn(NODE, allocationTag("bar"))));
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+ }
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+
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@Test(timeout=60000)
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- public void testAMRMClientWithPlacementConstraints()
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+ public void testAMRMClientWithPlacementConstraintsByPlacementProcessor()
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throws Exception {
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// we have to create a new instance of MiniYARNCluster to avoid SASL qop
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// mismatches between client and server
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- teardown();
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- conf = new YarnConfiguration();
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conf.set(YarnConfiguration.RM_PLACEMENT_CONSTRAINTS_HANDLER,
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YarnConfiguration.PROCESSOR_RM_PLACEMENT_CONSTRAINTS_HANDLER);
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createClusterAndStartApplication(conf);
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+ allocatedContainers.clear();
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+ rejectedSchedulingRequests.clear();
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AMRMClient<AMRMClient.ContainerRequest> amClient =
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AMRMClient.<AMRMClient.ContainerRequest>createAMRMClient();
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amClient.setNMTokenCache(new NMTokenCache());
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//asserting we are not using the singleton instance cache
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Assert.assertNotSame(NMTokenCache.getSingleton(),
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amClient.getNMTokenCache());
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-
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- final List<Container> allocatedContainers = new ArrayList<>();
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- final List<RejectedSchedulingRequest> rejectedSchedulingRequests =
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- new ArrayList<>();
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- AMRMClientAsync asyncClient = new AMRMClientAsyncImpl<>(amClient, 1000,
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- new AMRMClientAsync.AbstractCallbackHandler() {
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- @Override
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- public void onContainersAllocated(List<Container> containers) {
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- allocatedContainers.addAll(containers);
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- }
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-
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- @Override
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- public void onRequestsRejected(
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- List<RejectedSchedulingRequest> rejReqs) {
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- rejectedSchedulingRequests.addAll(rejReqs);
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- }
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-
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- @Override
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- public void onContainersCompleted(List<ContainerStatus> statuses) {}
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- @Override
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- public void onContainersUpdated(List<UpdatedContainer> containers) {}
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- @Override
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- public void onShutdownRequest() {}
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- @Override
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- public void onNodesUpdated(List<NodeReport> updatedNodes) {}
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- @Override
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- public void onError(Throwable e) {}
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-
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- @Override
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- public float getProgress() {
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- return 0.1f;
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- }
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- });
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-
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+ AMRMClientAsync asyncClient = new AMRMClientAsyncImpl<>(amClient,
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+ 1000, new TestCallbackHandler());
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asyncClient.init(conf);
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asyncClient.start();
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- Map<Set<String>, PlacementConstraint> pcMapping = new HashMap<>();
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- pcMapping.put(Collections.singleton("foo"),
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- PlacementConstraints.build(
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- PlacementConstraints.targetNotIn(NODE, allocationTag("foo"))));
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- pcMapping.put(Collections.singleton("bar"),
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- PlacementConstraints.build(
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- PlacementConstraints.targetNotIn(NODE, allocationTag("bar"))));
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+
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asyncClient.registerApplicationMaster("Host", 10000, "", pcMapping);
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// Send two types of requests - 4 with source tag "foo" have numAlloc = 1
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@@ -144,6 +125,15 @@ public class TestAMRMClientPlacementConstraints extends BaseAMRMClientTest {
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allocatedContainers.stream().collect(
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Collectors.groupingBy(Container::getNodeId));
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+ Map<Set<String>, List<SchedulingRequest>> outstandingSchedRequests =
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+ ((AMRMClientImpl)amClient).getOutstandingSchedRequests();
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+ // Check the outstanding SchedulingRequests
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+ Assert.assertEquals(2, outstandingSchedRequests.size());
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+ Assert.assertEquals(1, outstandingSchedRequests.get(
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+ new HashSet<>(Collections.singletonList("foo"))).size());
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+ Assert.assertEquals(1, outstandingSchedRequests.get(
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+ new HashSet<>(Collections.singletonList("bar"))).size());
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+
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// Ensure 2 containers allocated per node.
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// Each node should have a "foo" and a "bar" container.
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Assert.assertEquals(3, containersPerNode.entrySet().size());
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@@ -169,6 +159,140 @@ public class TestAMRMClientPlacementConstraints extends BaseAMRMClientTest {
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asyncClient.stop();
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}
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+ @Test(timeout=60000)
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+ public void testAMRMClientWithPlacementConstraintsByScheduler()
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+ throws Exception {
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+ // we have to create a new instance of MiniYARNCluster to avoid SASL qop
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+ // mismatches between client and server
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+ conf.set(YarnConfiguration.RM_PLACEMENT_CONSTRAINTS_HANDLER,
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+ YarnConfiguration.SCHEDULER_RM_PLACEMENT_CONSTRAINTS_HANDLER);
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+ createClusterAndStartApplication(conf);
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+
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+ allocatedContainers.clear();
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+ rejectedSchedulingRequests.clear();
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+ AMRMClient<AMRMClient.ContainerRequest> amClient =
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+ AMRMClient.<AMRMClient.ContainerRequest>createAMRMClient();
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+ amClient.setNMTokenCache(new NMTokenCache());
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+ //asserting we are not using the singleton instance cache
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+ Assert.assertNotSame(NMTokenCache.getSingleton(),
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+ amClient.getNMTokenCache());
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+ AMRMClientAsync asyncClient = new AMRMClientAsyncImpl<>(amClient,
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+ 1000, new TestCallbackHandler());
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+ asyncClient.init(conf);
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+ asyncClient.start();
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+
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+ asyncClient.registerApplicationMaster("Host", 10000, "", pcMapping);
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+
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+ // Send two types of requests - 4 with source tag "foo" have numAlloc = 1
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+ // and 1 with source tag "bar" and has numAlloc = 4. Both should be
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+ // handled similarly. i.e: Since there are only 3 nodes,
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+ // 2 schedulingRequests - 1 with source tag "foo" on one with source
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+ // tag "bar" should get rejected.
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+ asyncClient.addSchedulingRequests(
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+ Arrays.asList(
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+ // 4 reqs with numAlloc = 1
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+ schedulingRequest(1, 1, 1, 1, 512, "foo"),
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+ schedulingRequest(1, 1, 2, 1, 512, "foo"),
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+ schedulingRequest(1, 1, 3, 1, 512, "foo"),
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+ schedulingRequest(1, 1, 4, 1, 512, "foo"),
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+ // 1 req with numAlloc = 4
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+ schedulingRequest(4, 1, 5, 1, 512, "bar"),
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+ // 1 empty tag
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+ schedulingRequest(1, 1, 6, 1, 512, new HashSet<>())));
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+
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+ // kick the scheduler
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+ waitForContainerAllocation(allocatedContainers,
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+ rejectedSchedulingRequests, 7, 0);
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+
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+ Assert.assertEquals(7, allocatedContainers.size());
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+ Map<NodeId, List<Container>> containersPerNode =
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+ allocatedContainers.stream().collect(
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+ Collectors.groupingBy(Container::getNodeId));
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+
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+ Map<Set<String>, List<SchedulingRequest>> outstandingSchedRequests =
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+ ((AMRMClientImpl)amClient).getOutstandingSchedRequests();
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+ // Check the outstanding SchedulingRequests
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+ Assert.assertEquals(3, outstandingSchedRequests.size());
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+ Assert.assertEquals(1, outstandingSchedRequests.get(
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+ new HashSet<>(Collections.singletonList("foo"))).size());
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+ Assert.assertEquals(1, outstandingSchedRequests.get(
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+ new HashSet<>(Collections.singletonList("bar"))).size());
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+ Assert.assertEquals(0, outstandingSchedRequests.get(
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+ new HashSet<String>()).size());
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+
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+ // Each node should have a "foo" and a "bar" container.
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+ Assert.assertEquals(3, containersPerNode.entrySet().size());
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+ HashSet<String> srcTags = new HashSet<>(Arrays.asList("foo", "bar"));
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+ containersPerNode.entrySet().forEach(
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+ x ->
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+ Assert.assertEquals(
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+ srcTags,
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+ x.getValue()
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+ .stream()
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+ .filter(y -> !y.getAllocationTags().isEmpty())
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+ .map(y -> y.getAllocationTags().iterator().next())
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+ .collect(Collectors.toSet()))
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+ );
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+
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+ // The rejected requests were not set by scheduler
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+ Assert.assertEquals(0, rejectedSchedulingRequests.size());
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+
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+ asyncClient.stop();
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+ }
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+
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+
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+ @Test
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+ /*
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+ * Three cases of empty HashSet key of outstandingSchedRequests
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+ * 1. Not set any tags
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+ * 2. Set a empty set, e.g ImmutableSet.of(), new HashSet<>()
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+ * 3. Set tag as null
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+ */
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+ public void testEmptyKeyOfOutstandingSchedRequests() {
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+ AMRMClient<AMRMClient.ContainerRequest> amClient =
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+ AMRMClient.<AMRMClient.ContainerRequest>createAMRMClient();
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+ HashSet<String> schedRequest = null;
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+ amClient.addSchedulingRequests(Arrays.asList(
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+ schedulingRequest(1, 1, 1, 1, 512, ExecutionType.GUARANTEED),
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+ schedulingRequest(1, 1, 2, 1, 512, new HashSet<>()),
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+ schedulingRequest(1, 1, 3, 1, 512, schedRequest)));
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+ Map<Set<String>, List<SchedulingRequest>> outstandingSchedRequests =
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+ ((AMRMClientImpl)amClient).getOutstandingSchedRequests();
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+ Assert.assertEquals(1, outstandingSchedRequests.size());
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+ Assert.assertEquals(3, outstandingSchedRequests
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+ .get(new HashSet<String>()).size());
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+ }
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+
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+ private class TestCallbackHandler extends
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+ AMRMClientAsync.AbstractCallbackHandler {
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+ @Override
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+ public void onContainersAllocated(List<Container> containers) {
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+ allocatedContainers.addAll(containers);
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+ }
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+
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+ @Override
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+ public void onRequestsRejected(
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+ List<RejectedSchedulingRequest> rejReqs) {
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+ rejectedSchedulingRequests.addAll(rejReqs);
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+ }
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+
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+ @Override
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+ public void onContainersCompleted(List<ContainerStatus> statuses) {}
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+ @Override
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+ public void onContainersUpdated(List<UpdatedContainer> containers) {}
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+ @Override
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+ public void onShutdownRequest() {}
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+ @Override
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+ public void onNodesUpdated(List<NodeReport> updatedNodes) {}
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+ @Override
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+ public void onError(Throwable e) {}
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+
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+ @Override
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+ public float getProgress() {
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+ return 0.1f;
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+ }
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+ }
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+
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private static void waitForContainerAllocation(
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List<Container> allocatedContainers,
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List<RejectedSchedulingRequest> rejectedRequests,
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@@ -186,16 +310,30 @@ public class TestAMRMClientPlacementConstraints extends BaseAMRMClientTest {
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private static SchedulingRequest schedulingRequest(int numAllocations,
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int priority, long allocReqId, int cores, int mem, String... tags) {
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return schedulingRequest(numAllocations, priority, allocReqId, cores, mem,
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- ExecutionType.GUARANTEED, tags);
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+ ExecutionType.GUARANTEED, new HashSet<>(Arrays.asList(tags)));
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+ }
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+
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+ private static SchedulingRequest schedulingRequest(int numAllocations,
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+ int priority, long allocReqId, int cores, int mem, Set<String> tags) {
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+ return schedulingRequest(numAllocations,
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+ priority, allocReqId, cores, mem, ExecutionType.GUARANTEED, tags);
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+ }
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+
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+ private static SchedulingRequest schedulingRequest(int numAllocations,
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+ int priority, long allocReqId, int cores, int mem,
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+ ExecutionType execType, Set<String> tags) {
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+ SchedulingRequest schedRequest = schedulingRequest(numAllocations,
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+ priority, allocReqId, cores, mem, execType);
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+ schedRequest.setAllocationTags(tags);
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+ return schedRequest;
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}
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private static SchedulingRequest schedulingRequest(int numAllocations,
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int priority, long allocReqId, int cores, int mem,
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- ExecutionType execType, String... tags) {
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+ ExecutionType execType) {
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return SchedulingRequest.newBuilder()
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.priority(Priority.newInstance(priority))
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.allocationRequestId(allocReqId)
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- .allocationTags(new HashSet<>(Arrays.asList(tags)))
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.executionType(ExecutionTypeRequest.newInstance(execType, true))
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.resourceSizing(
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ResourceSizing.newInstance(numAllocations,
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