MAPREDUCE-3812. Lower default allocation sizes, fix allocation configurations and document them (Harsh J via bobby)
git-svn-id: https://svn.apache.org/repos/asf/hadoop/common/trunk@1329282 13f79535-47bb-0310-9956-ffa450edef68
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@ -262,6 +262,9 @@ Release 0.23.3 - UNRELEASED
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MAPREDUCE-4072. User set java.library.path seems to overwrite default
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creating problems native lib loading (Anupam Seth via bobby)
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MAPREDUCE-3812. Lower default allocation sizes, fix allocation
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configurations and document them (Harsh J via bobby)
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NEW FEATURES
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IMPROVEMENTS
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@ -65,6 +65,7 @@ import org.apache.hadoop.yarn.api.records.ApplicationId;
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import org.apache.hadoop.yarn.api.records.ContainerId;
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import org.apache.hadoop.yarn.api.records.Resource;
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import org.apache.hadoop.yarn.api.records.ResourceRequest;
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import org.apache.hadoop.yarn.conf.YarnConfiguration;
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import org.apache.hadoop.yarn.event.Dispatcher;
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import org.apache.hadoop.yarn.event.DrainDispatcher;
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import org.apache.hadoop.yarn.event.Event;
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@ -341,7 +342,7 @@ public class TestRMContainerAllocator {
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}
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@Override
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protected ResourceScheduler createScheduler() {
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return new MyFifoScheduler(getRMContext());
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return new MyFifoScheduler();
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}
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}
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@ -997,18 +998,6 @@ public class TestRMContainerAllocator {
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}
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private static class MyFifoScheduler extends FifoScheduler {
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public MyFifoScheduler(RMContext rmContext) {
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super();
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try {
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reinitialize(new Configuration(), new ContainerTokenSecretManager(),
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rmContext);
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} catch (IOException ie) {
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LOG.info("add application failed with ", ie);
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assert (false);
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}
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}
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// override this to copy the objects otherwise FifoScheduler updates the
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// numContainers in same objects as kept by RMContainerAllocator
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@Override
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@ -341,12 +341,12 @@ public interface MRJobConfig {
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/** The amount of memory the MR app master needs.*/
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public static final String MR_AM_VMEM_MB =
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MR_AM_PREFIX+"resource.mb";
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public static final int DEFAULT_MR_AM_VMEM_MB = 2048;
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public static final int DEFAULT_MR_AM_VMEM_MB = 1536;
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/** Command line arguments passed to the MR app master.*/
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public static final String MR_AM_COMMAND_OPTS =
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MR_AM_PREFIX+"command-opts";
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public static final String DEFAULT_MR_AM_COMMAND_OPTS = "-Xmx1536m";
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public static final String DEFAULT_MR_AM_COMMAND_OPTS = "-Xmx1024m";
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/** Root Logging level passed to the MR app master.*/
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public static final String MR_AM_LOG_LEVEL =
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@ -1259,7 +1259,7 @@
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<property>
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<name>yarn.app.mapreduce.am.resource.mb</name>
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<value>2048</value>
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<value>1536</value>
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<description>The amount of memory the MR AppMaster needs.</description>
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</property>
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@ -292,7 +292,7 @@
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<property><!--Loaded from job.xml--><name>yarn.resourcemanager.scheduler.address</name><value>0.0.0.0:8030</value></property>
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<property><!--Loaded from job.xml--><name>fs.trash.checkpoint.interval</name><value>0</value></property>
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<property><!--Loaded from job.xml--><name>s3native.stream-buffer-size</name><value>4096</value></property>
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<property><!--Loaded from job.xml--><name>yarn.scheduler.fifo.minimum-allocation-mb</name><value>1024</value></property>
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<property><!--Loaded from job.xml--><name>yarn.scheduler.minimum-allocation-mb</name><value>128</value></property>
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<property><!--Loaded from job.xml--><name>mapreduce.reduce.shuffle.read.timeout</name><value>180000</value></property>
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<property><!--Loaded from job.xml--><name>yarn.app.mapreduce.am.command-opts</name><value>-Xmx500m</value></property>
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<property><!--Loaded from job.xml--><name>mapreduce.admin.user.env</name><value>LD_LIBRARY_PATH=$HADOOP_COMMON_HOME/lib/native</value></property>
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@ -30,6 +30,7 @@ import org.apache.commons.logging.LogFactory;
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import org.apache.hadoop.conf.Configuration;
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import org.apache.hadoop.mapred.JobConf;
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import org.apache.hadoop.util.JarFinder;
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import org.apache.hadoop.yarn.conf.YarnConfiguration;
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import org.apache.hadoop.yarn.server.MiniYARNCluster;
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import org.junit.AfterClass;
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import org.junit.BeforeClass;
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@ -48,7 +49,7 @@ public class TestDistributedShell {
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@BeforeClass
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public static void setup() throws InterruptedException, IOException {
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LOG.info("Starting up YARN cluster");
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conf.setInt("yarn.scheduler.fifo.minimum-allocation-mb", 128);
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conf.setInt(YarnConfiguration.RM_SCHEDULER_MINIMUM_ALLOCATION_MB, 128);
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if (yarnCluster == null) {
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yarnCluster = new MiniYARNCluster(TestDistributedShell.class.getName(),
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1, 1, 1);
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@ -108,6 +108,16 @@ public class YarnConfiguration extends Configuration {
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public static final String DEFAULT_RM_SCHEDULER_ADDRESS = "0.0.0.0:" +
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DEFAULT_RM_SCHEDULER_PORT;
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/** Miniumum memory request grant-able by the RM scheduler. */
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public static final String RM_SCHEDULER_MINIMUM_ALLOCATION_MB =
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YARN_PREFIX + "scheduler.minimum-allocation-mb";
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public static final int DEFAULT_RM_SCHEDULER_MINIMUM_ALLOCATION_MB = 128;
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/** Maximum memory request grant-able by the RM scheduler. */
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public static final String RM_SCHEDULER_MAXIMUM_ALLOCATION_MB =
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YARN_PREFIX + "scheduler.maximum-allocation-mb";
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public static final int DEFAULT_RM_SCHEDULER_MAXIMUM_ALLOCATION_MB = 10240;
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/** Number of threads to handle scheduler interface.*/
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public static final String RM_SCHEDULER_CLIENT_THREAD_COUNT =
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RM_PREFIX + "scheduler.client.thread-count";
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@ -187,6 +187,22 @@
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<name>yarn.resourcemanager.scheduler.class</name>
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</property>
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<property>
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<description>The minimum allocation size for every container request at the RM,
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in MBs. Memory requests lower than this won't take effect,
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and the specified value will get allocated at minimum.</description>
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<name>yarn.scheduler.minimum-allocation-mb</name>
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<value>128</value>
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</property>
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<property>
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<description>The maximum allocation size for every container request at the RM,
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in MBs. Memory requests higher than this won't take effect,
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and will get capped to this value.</description>
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<name>yarn.scheduler.maximum-allocation-mb</name>
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<value>10240</value>
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</property>
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<property>
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<description>The class to use as the persistent store.</description>
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<name>yarn.resourcemanager.store.class</name>
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@ -30,6 +30,7 @@ import org.apache.hadoop.util.StringUtils;
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import org.apache.hadoop.yarn.api.records.QueueACL;
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import org.apache.hadoop.yarn.api.records.QueueState;
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import org.apache.hadoop.yarn.api.records.Resource;
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import org.apache.hadoop.yarn.conf.YarnConfiguration;
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import org.apache.hadoop.yarn.server.resourcemanager.resource.Resources;
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public class CapacitySchedulerConfiguration extends Configuration {
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@ -71,18 +72,6 @@ public class CapacitySchedulerConfiguration extends Configuration {
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@Private
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public static final String STATE = "state";
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private static final int MINIMUM_MEMORY = 1024;
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@Private
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public static final String MINIMUM_ALLOCATION =
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PREFIX + "minimum-allocation-mb";
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private static final int MAXIMUM_MEMORY = 10240;
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@Private
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public static final String MAXIMUM_ALLOCATION =
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PREFIX + "maximum-allocation-mb";
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@Private
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public static final int DEFAULT_MAXIMUM_SYSTEM_APPLICATIIONS = 10000;
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@ -253,12 +242,16 @@ public class CapacitySchedulerConfiguration extends Configuration {
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}
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public Resource getMinimumAllocation() {
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int minimumMemory = getInt(MINIMUM_ALLOCATION, MINIMUM_MEMORY);
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int minimumMemory = getInt(
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YarnConfiguration.RM_SCHEDULER_MINIMUM_ALLOCATION_MB,
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YarnConfiguration.DEFAULT_RM_SCHEDULER_MINIMUM_ALLOCATION_MB);
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return Resources.createResource(minimumMemory);
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}
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public Resource getMaximumAllocation() {
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int maximumMemory = getInt(MAXIMUM_ALLOCATION, MAXIMUM_MEMORY);
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int maximumMemory = getInt(
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YarnConfiguration.RM_SCHEDULER_MAXIMUM_ALLOCATION_MB,
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YarnConfiguration.DEFAULT_RM_SCHEDULER_MAXIMUM_ALLOCATION_MB);
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return Resources.createResource(maximumMemory);
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}
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@ -52,6 +52,7 @@ import org.apache.hadoop.yarn.api.records.QueueState;
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import org.apache.hadoop.yarn.api.records.QueueUserACLInfo;
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import org.apache.hadoop.yarn.api.records.Resource;
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import org.apache.hadoop.yarn.api.records.ResourceRequest;
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import org.apache.hadoop.yarn.conf.YarnConfiguration;
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import org.apache.hadoop.yarn.factories.RecordFactory;
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import org.apache.hadoop.yarn.factory.providers.RecordFactoryProvider;
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import org.apache.hadoop.yarn.security.ContainerTokenIdentifier;
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@ -107,19 +108,6 @@ public class FifoScheduler implements ResourceScheduler, Configurable {
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private Map<NodeId, SchedulerNode> nodes = new ConcurrentHashMap<NodeId, SchedulerNode>();
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private static final int MINIMUM_MEMORY = 1024;
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private static final String FIFO_PREFIX = "yarn.scheduler.fifo.";
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@Private
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public static final String MINIMUM_ALLOCATION =
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FIFO_PREFIX + "minimum-allocation-mb";
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private static final int MAXIMUM_MEMORY = 10240;
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@Private
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public static final String MAXIMUM_ALLOCATION =
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FIFO_PREFIX + "maximum-allocation-mb";
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private boolean initialized;
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private Resource minimumAllocation;
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private Resource maximumAllocation;
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@ -218,9 +206,13 @@ public class FifoScheduler implements ResourceScheduler, Configurable {
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this.containerTokenSecretManager = containerTokenSecretManager;
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this.rmContext = rmContext;
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this.minimumAllocation =
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Resources.createResource(conf.getInt(MINIMUM_ALLOCATION, MINIMUM_MEMORY));
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Resources.createResource(conf.getInt(
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YarnConfiguration.RM_SCHEDULER_MINIMUM_ALLOCATION_MB,
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YarnConfiguration.DEFAULT_RM_SCHEDULER_MINIMUM_ALLOCATION_MB));
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this.maximumAllocation =
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Resources.createResource(conf.getInt(MAXIMUM_ALLOCATION, MAXIMUM_MEMORY));
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Resources.createResource(conf.getInt(
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YarnConfiguration.RM_SCHEDULER_MAXIMUM_ALLOCATION_MB,
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YarnConfiguration.DEFAULT_RM_SCHEDULER_MAXIMUM_ALLOCATION_MB));
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this.metrics = QueueMetrics.forQueue(DEFAULT_QUEUE_NAME, null, false,
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conf);
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this.activeUsersManager = new ActiveUsersManager(metrics);
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@ -137,7 +137,7 @@ public class TestFifoScheduler {
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rm.stop();
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}
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private void testMinimumAllocation(YarnConfiguration conf)
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private void testMinimumAllocation(YarnConfiguration conf, int testAlloc)
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throws Exception {
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MockRM rm = new MockRM(conf);
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rm.start();
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MockNM nm1 = rm.registerNode("h1:1234", 6 * GB);
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// Submit an application
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RMApp app1 = rm.submitApp(256);
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RMApp app1 = rm.submitApp(testAlloc);
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// kick the scheduling
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nm1.nodeHeartbeat(true);
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nm1.getNodeId());
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int checkAlloc =
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conf.getInt("yarn.scheduler.fifo.minimum-allocation-mb", GB);
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conf.getInt(YarnConfiguration.RM_SCHEDULER_MINIMUM_ALLOCATION_MB,
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YarnConfiguration.DEFAULT_RM_SCHEDULER_MINIMUM_ALLOCATION_MB);
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Assert.assertEquals(checkAlloc, report_nm1.getUsedResource().getMemory());
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rm.stop();
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@ -165,14 +166,20 @@ public class TestFifoScheduler {
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@Test
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public void testDefaultMinimumAllocation() throws Exception {
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testMinimumAllocation(new YarnConfiguration());
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// Test with something lesser than default
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testMinimumAllocation(
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new YarnConfiguration(),
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YarnConfiguration.DEFAULT_RM_SCHEDULER_MINIMUM_ALLOCATION_MB / 2);
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}
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@Test
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public void testNonDefaultMinimumAllocation() throws Exception {
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// Set custom min-alloc to test tweaking it
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int allocMB = 512;
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YarnConfiguration conf = new YarnConfiguration();
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conf.setInt("yarn.scheduler.fifo.minimum-allocation-mb", 512);
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testMinimumAllocation(conf);
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conf.setInt(YarnConfiguration.RM_SCHEDULER_MINIMUM_ALLOCATION_MB, allocMB);
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// Test for something lesser than this.
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testMinimumAllocation(conf, allocMB / 2);
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}
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@Test
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@ -31,6 +31,7 @@ import javax.xml.parsers.DocumentBuilderFactory;
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import org.apache.hadoop.conf.Configuration;
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import org.apache.hadoop.util.VersionInfo;
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import org.apache.hadoop.yarn.api.records.QueueState;
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import org.apache.hadoop.yarn.conf.YarnConfiguration;
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import org.apache.hadoop.yarn.server.resourcemanager.ClusterMetrics;
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import org.apache.hadoop.yarn.server.resourcemanager.MockRM;
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import org.apache.hadoop.yarn.server.resourcemanager.RMContext;
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@ -540,8 +541,12 @@ public class TestRMWebServices extends JerseyTest {
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assertEquals("qstate doesn't match", QueueState.RUNNING.toString(), state);
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assertEquals("capacity doesn't match", 1.0, capacity, 0.0);
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assertEquals("usedCapacity doesn't match", 0.0, usedCapacity, 0.0);
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assertEquals("minQueueMemoryCapacity doesn't match", 1024, minQueueCapacity);
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assertEquals("maxQueueMemoryCapacity doesn't match", 10240,
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assertEquals(
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"minQueueMemoryCapacity doesn't match",
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YarnConfiguration.DEFAULT_RM_SCHEDULER_MINIMUM_ALLOCATION_MB,
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minQueueCapacity);
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assertEquals("maxQueueMemoryCapacity doesn't match",
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YarnConfiguration.DEFAULT_RM_SCHEDULER_MAXIMUM_ALLOCATION_MB,
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maxQueueCapacity);
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assertEquals("numNodes doesn't match", 0, numNodes);
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assertEquals("usedNodeCapacity doesn't match", 0, usedNodeCapacity);
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@ -245,6 +245,14 @@ Hadoop MapReduce Next Generation - Cluster Setup
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| | <<<ResourceManager>>> Scheduler class. | |
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| | | <<<CapacityScheduler>>> (recommended) or <<<FifoScheduler>>> |
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*-------------------------+-------------------------+------------------------+
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| <<<yarn.scheduler.minimum-allocation-mb>>> | | |
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| | Minimum limit of memory to allocate to each container request at the <<<Resource Manager>>>. | |
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| | | In MBs |
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*-------------------------+-------------------------+------------------------+
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| <<<yarn.scheduler.maximum-allocation-mb>>> | | |
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| | Maximum limit of memory to allocate to each container request at the <<<Resource Manager>>>. | |
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| | | In MBs |
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*-------------------------+-------------------------+------------------------+
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| <<<yarn.resourcemanager.nodes.include-path>>> / | | |
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| <<<yarn.resourcemanager.nodes.exclude-path>>> | | |
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| | List of permitted/excluded NodeManagers. | |
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