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@ -35,11 +35,16 @@ import javax.ws.rs.core.MediaType;
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import org.apache.hadoop.conf.Configuration;
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import org.apache.hadoop.http.JettyUtils;
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import org.apache.hadoop.yarn.conf.YarnConfiguration;
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import org.apache.hadoop.yarn.exceptions.YarnException;
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import org.apache.hadoop.yarn.server.resourcemanager.MockNM;
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import org.apache.hadoop.yarn.server.resourcemanager.MockRM;
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import org.apache.hadoop.yarn.server.resourcemanager.ResourceManager;
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import org.apache.hadoop.yarn.server.resourcemanager.scheduler.ResourceScheduler;
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import org.apache.hadoop.yarn.server.resourcemanager.scheduler.capacity.CSQueueUtils;
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import org.apache.hadoop.yarn.server.resourcemanager.scheduler.capacity.CapacityScheduler;
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import org.apache.hadoop.yarn.server.resourcemanager.scheduler.capacity.CapacitySchedulerAutoQueueHandler;
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import org.apache.hadoop.yarn.server.resourcemanager.scheduler.capacity.CapacitySchedulerConfiguration;
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import org.apache.hadoop.yarn.server.resourcemanager.scheduler.capacity.LeafQueue;
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import org.apache.hadoop.yarn.webapp.GenericExceptionHandler;
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import org.apache.hadoop.yarn.webapp.GuiceServletConfig;
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import org.apache.hadoop.yarn.webapp.JerseyTestBase;
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@ -66,20 +71,30 @@ public class TestRMWebServicesCapacitySchedDynamicConfig extends
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private static final float EXP_WEIGHT_NON_WEIGHT_MODE = -1.0F;
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private static final float EXP_NORM_WEIGHT_NON_WEIGHT_MODE = 0.0F;
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private static final float EXP_ROOT_WEIGHT_IN_WEIGHT_MODE = 1.0F;
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private static final float EXP_DEFAULT_WEIGHT_IN_WEIGHT_MODE = 1.0F;
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private static final double DELTA = 0.00001;
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private static final String STATIC_PARENT = "staticParent";
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private static final String STATIC_LEAF = "staticLeaf";
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private static final int GB = 1024;
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private static final String AUTO_CREATED_LEAF = "autoCreatedLeaf";
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private static final String AUTO_CREATED_PARENT = "autoCreatedParent";
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protected static MockRM RM;
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protected static MockRM rm;
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private CapacitySchedulerAutoQueueHandler autoQueueHandler;
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private CapacitySchedulerConfiguration csConf;
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private static class ExpectedQueueWithProperties {
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private String path;
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public final float weight;
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public final float normalizedWeight;
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private String queueType;
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public ExpectedQueueWithProperties(String path, float weight,
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float normalizedWeight) {
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float normalizedWeight, String queueType) {
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this.path = path;
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this.weight = weight;
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this.normalizedWeight = normalizedWeight;
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this.queueType = queueType;
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}
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}
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@ -99,8 +114,8 @@ public class TestRMWebServicesCapacitySchedDynamicConfig extends
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ResourceScheduler.class);
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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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rm = new MockRM(conf);
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bind(ResourceManager.class).toInstance(rm);
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RM = new MockRM(conf);
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bind(ResourceManager.class).toInstance(RM);
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serve("/*").with(GuiceContainer.class);
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}
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}
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@ -114,13 +129,15 @@ public class TestRMWebServicesCapacitySchedDynamicConfig extends
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private void initResourceManager(Configuration conf) throws IOException {
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GuiceServletConfig.setInjector(
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Guice.createInjector(new WebServletModule(conf)));
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rm.start();
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RM.start();
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//Need to call reinitialize as
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//MutableCSConfigurationProvider with InMemoryConfigurationStore
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//somehow does not load the queues properly and falls back to default config.
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//Therefore CS will think there's only the default queue there.
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((CapacityScheduler)rm.getResourceScheduler()).reinitialize(conf,
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rm.getRMContext(), true);
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((CapacityScheduler) RM.getResourceScheduler()).reinitialize(conf,
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RM.getRMContext(), true);
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CapacityScheduler cs = (CapacityScheduler) RM.getResourceScheduler();
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csConf = cs.getConfiguration();
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}
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public TestRMWebServicesCapacitySchedDynamicConfig() {
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@ -143,13 +160,17 @@ public class TestRMWebServicesCapacitySchedDynamicConfig extends
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JSONObject json = sendRequestToSchedulerEndpoint();
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validateSchedulerInfo(json, "percentage",
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new ExpectedQueueWithProperties("root",
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EXP_WEIGHT_NON_WEIGHT_MODE, EXP_NORM_WEIGHT_NON_WEIGHT_MODE),
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EXP_WEIGHT_NON_WEIGHT_MODE, EXP_NORM_WEIGHT_NON_WEIGHT_MODE,
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STATIC_PARENT),
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new ExpectedQueueWithProperties("root.default",
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EXP_WEIGHT_NON_WEIGHT_MODE, EXP_NORM_WEIGHT_NON_WEIGHT_MODE),
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EXP_WEIGHT_NON_WEIGHT_MODE, EXP_NORM_WEIGHT_NON_WEIGHT_MODE,
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STATIC_LEAF),
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new ExpectedQueueWithProperties("root.test1",
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EXP_WEIGHT_NON_WEIGHT_MODE, EXP_NORM_WEIGHT_NON_WEIGHT_MODE),
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EXP_WEIGHT_NON_WEIGHT_MODE, EXP_NORM_WEIGHT_NON_WEIGHT_MODE,
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STATIC_LEAF),
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new ExpectedQueueWithProperties("root.test2",
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EXP_WEIGHT_NON_WEIGHT_MODE, EXP_NORM_WEIGHT_NON_WEIGHT_MODE));
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EXP_WEIGHT_NON_WEIGHT_MODE, EXP_NORM_WEIGHT_NON_WEIGHT_MODE,
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STATIC_LEAF));
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}
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@Test
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@ -164,13 +185,17 @@ public class TestRMWebServicesCapacitySchedDynamicConfig extends
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JSONObject json = sendRequestToSchedulerEndpoint();
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validateSchedulerInfo(json, "absolute",
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new ExpectedQueueWithProperties("root",
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EXP_WEIGHT_NON_WEIGHT_MODE, EXP_NORM_WEIGHT_NON_WEIGHT_MODE),
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EXP_WEIGHT_NON_WEIGHT_MODE, EXP_NORM_WEIGHT_NON_WEIGHT_MODE,
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STATIC_PARENT),
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new ExpectedQueueWithProperties("root.default",
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EXP_WEIGHT_NON_WEIGHT_MODE, EXP_NORM_WEIGHT_NON_WEIGHT_MODE),
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EXP_WEIGHT_NON_WEIGHT_MODE, EXP_NORM_WEIGHT_NON_WEIGHT_MODE,
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STATIC_LEAF),
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new ExpectedQueueWithProperties("root.test1",
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EXP_WEIGHT_NON_WEIGHT_MODE, EXP_NORM_WEIGHT_NON_WEIGHT_MODE),
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EXP_WEIGHT_NON_WEIGHT_MODE, EXP_NORM_WEIGHT_NON_WEIGHT_MODE,
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STATIC_LEAF),
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new ExpectedQueueWithProperties("root.test2",
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EXP_WEIGHT_NON_WEIGHT_MODE, EXP_NORM_WEIGHT_NON_WEIGHT_MODE));
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EXP_WEIGHT_NON_WEIGHT_MODE, EXP_NORM_WEIGHT_NON_WEIGHT_MODE,
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STATIC_LEAF));
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}
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@Test
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@ -185,10 +210,99 @@ public class TestRMWebServicesCapacitySchedDynamicConfig extends
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JSONObject json = sendRequestToSchedulerEndpoint();
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validateSchedulerInfo(json, "weight",
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new ExpectedQueueWithProperties("root",
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EXP_ROOT_WEIGHT_IN_WEIGHT_MODE, EXP_ROOT_WEIGHT_IN_WEIGHT_MODE),
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new ExpectedQueueWithProperties("root.default", 10.0f, 0.5f),
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new ExpectedQueueWithProperties("root.test1", 4.0f, 0.2f),
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new ExpectedQueueWithProperties("root.test2", 6.0f, 0.3f));
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EXP_ROOT_WEIGHT_IN_WEIGHT_MODE, EXP_ROOT_WEIGHT_IN_WEIGHT_MODE,
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STATIC_PARENT),
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new ExpectedQueueWithProperties("root.default", 10.0f, 0.5f,
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STATIC_LEAF),
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new ExpectedQueueWithProperties("root.test1", 4.0f, 0.2f,
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STATIC_LEAF),
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new ExpectedQueueWithProperties("root.test2", 6.0f, 0.3f,
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STATIC_LEAF));
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}
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@Test
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public void testSchedulerResponseWeightModeWithAutoCreatedQueues()
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throws Exception {
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Configuration config = CSConfigGenerator
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.createWeightConfigWithAutoQueueCreationEnabled();
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config.set(YarnConfiguration.SCHEDULER_CONFIGURATION_STORE_CLASS,
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YarnConfiguration.MEMORY_CONFIGURATION_STORE);
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initResourceManager(config);
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initAutoQueueHandler();
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JSONObject json = sendRequestToSchedulerEndpoint();
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validateSchedulerInfo(json, "weight",
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new ExpectedQueueWithProperties("root",
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EXP_ROOT_WEIGHT_IN_WEIGHT_MODE, EXP_ROOT_WEIGHT_IN_WEIGHT_MODE,
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STATIC_PARENT),
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new ExpectedQueueWithProperties("root.default", 10.0f, 0.5f,
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STATIC_LEAF),
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new ExpectedQueueWithProperties("root.test1", 4.0f, 0.2f,
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STATIC_LEAF),
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new ExpectedQueueWithProperties("root.test2", 6.0f, 0.3f,
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STATIC_LEAF));
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//Now create some auto created queues
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createQueue("root.auto1");
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createQueue("root.auto2");
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createQueue("root.auto3");
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createQueue("root.autoParent1.auto4");
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json = sendRequestToSchedulerEndpoint();
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//root.auto1=1w, root.auto2=1w, root.auto3=1w
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//root.default=10w, root.test1=4w, root.test2=6w
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//root.autoparent1=1w
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int sumOfWeights = 24;
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ExpectedQueueWithProperties expectedRootQ =
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new ExpectedQueueWithProperties("root",
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EXP_ROOT_WEIGHT_IN_WEIGHT_MODE, EXP_ROOT_WEIGHT_IN_WEIGHT_MODE,
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STATIC_PARENT);
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validateSchedulerInfo(json, "weight",
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expectedRootQ,
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new ExpectedQueueWithProperties("root.auto1",
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EXP_DEFAULT_WEIGHT_IN_WEIGHT_MODE,
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EXP_DEFAULT_WEIGHT_IN_WEIGHT_MODE / sumOfWeights,
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AUTO_CREATED_LEAF),
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new ExpectedQueueWithProperties("root.auto2",
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EXP_DEFAULT_WEIGHT_IN_WEIGHT_MODE,
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EXP_DEFAULT_WEIGHT_IN_WEIGHT_MODE / sumOfWeights,
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AUTO_CREATED_LEAF),
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new ExpectedQueueWithProperties("root.auto3",
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EXP_DEFAULT_WEIGHT_IN_WEIGHT_MODE,
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EXP_DEFAULT_WEIGHT_IN_WEIGHT_MODE / sumOfWeights,
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AUTO_CREATED_LEAF),
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new ExpectedQueueWithProperties("root.autoParent1",
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EXP_DEFAULT_WEIGHT_IN_WEIGHT_MODE,
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EXP_DEFAULT_WEIGHT_IN_WEIGHT_MODE / sumOfWeights,
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AUTO_CREATED_PARENT),
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new ExpectedQueueWithProperties("root.default", 10.0f,
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10.0f / sumOfWeights,
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STATIC_LEAF),
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new ExpectedQueueWithProperties("root.test1", 4.0f,
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4.0f / sumOfWeights,
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STATIC_LEAF),
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new ExpectedQueueWithProperties("root.test2", 6.0f,
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6.0f / sumOfWeights,
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STATIC_LEAF));
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validateChildrenOfParent(json, "root.autoParent1", "weight",
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expectedRootQ,
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new ExpectedQueueWithProperties("root.autoParent1.auto4",
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EXP_DEFAULT_WEIGHT_IN_WEIGHT_MODE,
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EXP_DEFAULT_WEIGHT_IN_WEIGHT_MODE,
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AUTO_CREATED_LEAF));
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}
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private void initAutoQueueHandler() throws Exception {
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CapacityScheduler cs = (CapacityScheduler) RM.getResourceScheduler();
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autoQueueHandler = new CapacitySchedulerAutoQueueHandler(
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cs.getCapacitySchedulerQueueManager());
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MockNM nm1 = RM.registerNode("h1:1234", 1200 * GB); // label = x
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}
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private LeafQueue createQueue(String queuePath) throws YarnException {
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return autoQueueHandler.autoCreateQueue(
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CSQueueUtils.extractQueuePath(queuePath));
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}
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private JSONObject sendRequestToSchedulerEndpoint() throws Exception {
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@ -206,44 +320,103 @@ public class TestRMWebServicesCapacitySchedDynamicConfig extends
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private void validateSchedulerInfo(JSONObject json, String expectedMode,
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ExpectedQueueWithProperties rootQueue,
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ExpectedQueueWithProperties... expectedQueues) throws JSONException {
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Map<String, ExpectedQueueWithProperties> queuesMap = new HashMap<>();
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for (ExpectedQueueWithProperties expectedQueue : expectedQueues) {
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queuesMap.put(expectedQueue.path, expectedQueue);
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}
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int expectedQSize = expectedQueues.length;
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Assert.assertNotNull("SchedulerTypeInfo should not be null", json);
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assertEquals("incorrect number of elements in: " + json, 1, json.length());
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JSONObject info = verifySchedulerJSONObject(json);
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info = verifySchedulerInfoJSONObject(expectedMode, rootQueue, info);
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JSONArray queueArray = verifyQueueJSONListObject(info,
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expectedQueues.length);
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verifyQueues(CapacitySchedulerConfiguration.ROOT, expectedMode,
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queueArray, expectedQueues);
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}
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private void validateChildrenOfParent(JSONObject json,
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String parentPath, String expectedMode,
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ExpectedQueueWithProperties rootQueue,
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ExpectedQueueWithProperties... expectedLeafQueues) throws JSONException {
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Assert.assertNotNull("SchedulerTypeInfo should not be null", json);
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assertEquals("incorrect number of elements in: " + json, 1, json.length());
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JSONObject info = verifySchedulerJSONObject(json);
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info = verifySchedulerInfoJSONObject(expectedMode, rootQueue, info);
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JSONArray queueArray = getQueuesJSONListObject(info);
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Set<String> verifiedQueues = new HashSet<>();
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for (int i = 0; i < queueArray.length(); i++) {
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JSONObject childQueueObj = queueArray.getJSONObject(i);
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String queuePath = CapacitySchedulerConfiguration.ROOT + "." +
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childQueueObj.getString("queueName");
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if (queuePath.equals(parentPath)) {
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JSONArray childQueueArray = verifyQueueJSONListObject(childQueueObj,
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expectedLeafQueues.length);
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verifyQueues(parentPath, expectedMode, childQueueArray,
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expectedLeafQueues);
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verifiedQueues.add(queuePath);
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}
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}
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Assert.assertEquals("Not all child queues were found. " +
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String.format("Found queues: %s, All queues: %s", verifiedQueues,
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Arrays.stream(expectedLeafQueues).map(lq -> lq.path)
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.collect(Collectors.toList())),
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expectedLeafQueues.length, verifiedQueues.size());
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}
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private JSONObject verifySchedulerJSONObject(JSONObject json)
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throws JSONException {
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JSONObject info = json.getJSONObject("scheduler");
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Assert.assertNotNull("Scheduler object should not be null", json);
|
|
|
|
|
assertEquals("incorrect number of elements in: " + info, 1, info.length());
|
|
|
|
|
return info;
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
private JSONObject verifySchedulerInfoJSONObject(String expectedMode,
|
|
|
|
|
ExpectedQueueWithProperties rootQueue, JSONObject info)
|
|
|
|
|
throws JSONException {
|
|
|
|
|
//Validate if root queue has the expected mode and weight values
|
|
|
|
|
info = info.getJSONObject("schedulerInfo");
|
|
|
|
|
Assert.assertNotNull("SchedulerInfo should not be null", info);
|
|
|
|
|
Assert.assertEquals("Expected Queue mode " +expectedMode, expectedMode,
|
|
|
|
|
Assert.assertEquals("Expected Queue mode " + expectedMode, expectedMode,
|
|
|
|
|
info.getString("mode"));
|
|
|
|
|
Assert.assertEquals(rootQueue.weight,
|
|
|
|
|
Float.parseFloat(info.getString("weight")), DELTA);
|
|
|
|
|
Assert.assertEquals(rootQueue.normalizedWeight,
|
|
|
|
|
Float.parseFloat(info.getString("normalizedWeight")), DELTA);
|
|
|
|
|
return info;
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
private JSONArray verifyQueueJSONListObject(JSONObject info,
|
|
|
|
|
int expectedQSize) throws JSONException {
|
|
|
|
|
JSONArray queueArray = getQueuesJSONListObject(info);
|
|
|
|
|
assertEquals("QueueInfoList should be size of " + expectedQSize,
|
|
|
|
|
expectedQSize, queueArray.length());
|
|
|
|
|
return queueArray;
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
private JSONArray getQueuesJSONListObject(JSONObject info)
|
|
|
|
|
throws JSONException {
|
|
|
|
|
JSONObject queuesObj = info.getJSONObject("queues");
|
|
|
|
|
Assert.assertNotNull("QueueInfoList should not be null", queuesObj);
|
|
|
|
|
|
|
|
|
|
JSONArray queueArray = queuesObj.getJSONArray("queue");
|
|
|
|
|
Assert.assertNotNull("Queue list should not be null", queueArray);
|
|
|
|
|
assertEquals("QueueInfoList should be size of " + expectedQSize,
|
|
|
|
|
expectedQSize, queueArray.length());
|
|
|
|
|
return queueArray;
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
private void verifyQueues(String parentPath, String expectedMode,
|
|
|
|
|
JSONArray queueArray, ExpectedQueueWithProperties[] expectedQueues)
|
|
|
|
|
throws JSONException {
|
|
|
|
|
Map<String, ExpectedQueueWithProperties> queuesMap = new HashMap<>();
|
|
|
|
|
for (ExpectedQueueWithProperties expectedQueue : expectedQueues) {
|
|
|
|
|
queuesMap.put(expectedQueue.path, expectedQueue);
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
// Create mapping of queue path -> mode
|
|
|
|
|
Map<String, String> modesMap = new HashMap<>();
|
|
|
|
|
for (int i = 0; i < queueArray.length(); i++) {
|
|
|
|
|
JSONObject obj = queueArray.getJSONObject(i);
|
|
|
|
|
String queuePath = CapacitySchedulerConfiguration.ROOT + "." +
|
|
|
|
|
obj.getString("queueName");
|
|
|
|
|
String queuePath = parentPath + "." + obj.getString("queueName");
|
|
|
|
|
String mode = obj.getString("mode");
|
|
|
|
|
modesMap.put(queuePath, mode);
|
|
|
|
|
|
|
|
|
@ -254,9 +427,15 @@ public class TestRMWebServicesCapacitySchedDynamicConfig extends
|
|
|
|
|
Assert.assertEquals("Weight value does not match",
|
|
|
|
|
expectedQueue.weight, Float.parseFloat(obj.getString("weight")),
|
|
|
|
|
DELTA);
|
|
|
|
|
Assert.assertEquals("Normalized weight value does not match",
|
|
|
|
|
Assert.assertEquals("Normalized weight value does not match for queue " +
|
|
|
|
|
queuePath,
|
|
|
|
|
expectedQueue.normalizedWeight,
|
|
|
|
|
Float.parseFloat(obj.getString("normalizedWeight")), DELTA);
|
|
|
|
|
|
|
|
|
|
//validate queue creation type
|
|
|
|
|
Assert.assertEquals("Queue creation type does not match for queue " +
|
|
|
|
|
queuePath,
|
|
|
|
|
expectedQueue.queueType, obj.getString("queueType"));
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
//Validate queue paths and modes
|
|
|
|
@ -308,6 +487,14 @@ public class TestRMWebServicesCapacitySchedDynamicConfig extends
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
public static Configuration createWeightConfig() {
|
|
|
|
|
return createWeightConfigInternal(false);
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
public static Configuration createWeightConfigWithAutoQueueCreationEnabled() {
|
|
|
|
|
return createWeightConfigInternal(true);
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
private static Configuration createWeightConfigInternal(boolean enableAqc) {
|
|
|
|
|
Map<String, String> conf = new HashMap<>();
|
|
|
|
|
conf.put("yarn.scheduler.capacity.root.queues", "default, test1, test2");
|
|
|
|
|
conf.put("yarn.scheduler.capacity.root.capacity", "1w");
|
|
|
|
@ -316,6 +503,13 @@ public class TestRMWebServicesCapacitySchedDynamicConfig extends
|
|
|
|
|
conf.put("yarn.scheduler.capacity.root.test2.capacity", "6w");
|
|
|
|
|
conf.put("yarn.scheduler.capacity.root.test1.state", "RUNNING");
|
|
|
|
|
conf.put("yarn.scheduler.capacity.root.test2.state", "RUNNING");
|
|
|
|
|
|
|
|
|
|
if (enableAqc) {
|
|
|
|
|
conf.put("yarn.scheduler.capacity.root.auto-queue-creation-v2.enabled",
|
|
|
|
|
"true");
|
|
|
|
|
conf.put("yarn.scheduler.capacity.root.default." +
|
|
|
|
|
"auto-queue-creation-v2.enabled", "true");
|
|
|
|
|
}
|
|
|
|
|
return createConfiguration(conf);
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|