YARN-1392. Allow sophisticated app-to-queue placement policies in the Fair Scheduler (Sandy Ryza)

git-svn-id: https://svn.apache.org/repos/asf/hadoop/common/trunk@1542105 13f79535-47bb-0310-9956-ffa450edef68

hadoop-yarn-project/CHANGES.txt

@@ -40,6 +40,9 @@ Release 2.3.0 - UNRELEASED
     YARN-311. RM/scheduler support for dynamic resource configuration.
     (Junping Du via llu)
 
+    YARN-1392. Allow sophisticated app-to-queue placement policies in the Fair
+    Scheduler (Sandy Ryza)
+
   IMPROVEMENTS
 
     YARN-7. Support CPU resource for DistributedShell. (Junping Du via llu)

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/FairScheduler.java

@@ -136,9 +136,6 @@ public class FairScheduler implements ResourceScheduler {
   // How often fair shares are re-calculated (ms)
   protected long UPDATE_INTERVAL = 500;
 
-  // Whether to use username in place of "default" queue name
-  private volatile boolean userAsDefaultQueue = false;
-
   private final static List<Container> EMPTY_CONTAINER_LIST =
       new ArrayList<Container>();
 
@@ -640,6 +637,12 @@ public class FairScheduler implements ResourceScheduler {
     RMApp rmApp = rmContext.getRMApps().get(
         applicationAttemptId.getApplicationId());
     FSLeafQueue queue = assignToQueue(rmApp, queueName, user);
+    if (queue == null) {
+      rmContext.getDispatcher().getEventHandler().handle(
+          new RMAppAttemptRejectedEvent(applicationAttemptId,
+              "Application rejected by queue placement policy"));
+      return;
+    }
 
     FSSchedulerApp schedulerApp =
         new FSSchedulerApp(applicationAttemptId, user,
@@ -675,17 +678,16 @@ public class FairScheduler implements ResourceScheduler {
   
   @VisibleForTesting
   FSLeafQueue assignToQueue(RMApp rmApp, String queueName, String user) {
-    // Potentially set queue to username if configured to do so
+    FSLeafQueue queue = null;
-    if (queueName.equals(YarnConfiguration.DEFAULT_QUEUE_NAME) &&
+    try {
-        userAsDefaultQueue) {
+      QueuePlacementPolicy policy = queueMgr.getPlacementPolicy();
-      queueName = user;
+      queueName = policy.assignAppToQueue(queueName, user);
+      if (queueName == null) {
+        return null;
       }
-    
+      queue = queueMgr.getLeafQueue(queueName, true);
-    FSLeafQueue queue = queueMgr.getLeafQueue(queueName,
+    } catch (IOException ex) {
-        conf.getAllowUndeclaredPools());
+      LOG.error("Error assigning app to queue, rejecting", ex);
-    if (queue == null) {
-      // queue is not an existing or createable leaf queue
-      queue = queueMgr.getLeafQueue(YarnConfiguration.DEFAULT_QUEUE_NAME, false);
     }
     
     if (rmApp != null) {
@@ -1155,7 +1157,6 @@ public class FairScheduler implements ResourceScheduler {
     minimumAllocation = this.conf.getMinimumAllocation();
     maximumAllocation = this.conf.getMaximumAllocation();
     incrAllocation = this.conf.getIncrementAllocation();
-    userAsDefaultQueue = this.conf.getUserAsDefaultQueue();
     continuousSchedulingEnabled = this.conf.isContinuousSchedulingEnabled();
     continuousSchedulingSleepMs =
             this.conf.getContinuousSchedulingSleepMs();

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/fair/QueueManager.java

@@ -25,6 +25,7 @@ import java.net.URLConnection;
 import java.util.ArrayList;
 import java.util.Collection;
 import java.util.HashMap;
+import java.util.HashSet;
 import java.util.List;
 import java.util.Map;
 import java.util.concurrent.CopyOnWriteArrayList;
@@ -51,6 +52,8 @@ import org.w3c.dom.NodeList;
 import org.w3c.dom.Text;
 import org.xml.sax.SAXException;
 
+import com.google.common.annotations.VisibleForTesting;
+
 /**
  * Maintains a list of queues as well as scheduling parameters for each queue,
  * such as guaranteed share allocations, from the fair scheduler config file.
@@ -87,6 +90,8 @@ public class QueueManager {
   private FSParentQueue rootQueue;
 
   private volatile QueueManagerInfo info = new QueueManagerInfo();
+  @VisibleForTesting
+  volatile QueuePlacementPolicy placementPolicy;
   
   private long lastReloadAttempt; // Last time we tried to reload the queues file
   private long lastSuccessfulReload; // Last time we successfully reloaded queues
@@ -107,6 +112,8 @@ public class QueueManager {
     queues.put(rootQueue.getName(), rootQueue);
     
     this.allocFile = conf.getAllocationFile();
+    placementPolicy = new QueuePlacementPolicy(getSimplePlacementRules(),
+        new HashSet<String>(), conf);
     
     reloadAllocs();
     lastSuccessfulReload = scheduler.getClock().getTime();
@@ -115,6 +122,28 @@ public class QueueManager {
     getLeafQueue(YarnConfiguration.DEFAULT_QUEUE_NAME, true);
   }
   
+  public void updatePlacementPolicy(FairSchedulerConfiguration conf) {
+    
+  }
+  
+  /**
+   * Construct simple queue placement policy from allow-undeclared-pools and
+   * user-as-default-queue.
+   */
+  private List<QueuePlacementRule> getSimplePlacementRules() {
+    boolean create = scheduler.getConf().getAllowUndeclaredPools();
+    boolean userAsDefaultQueue = scheduler.getConf().getUserAsDefaultQueue();
+    List<QueuePlacementRule> rules = new ArrayList<QueuePlacementRule>();
+    rules.add(new QueuePlacementRule.Specified().initialize(create, null));
+    if (userAsDefaultQueue) {
+      rules.add(new QueuePlacementRule.User().initialize(create, null));
+    }
+    if (!userAsDefaultQueue || !create) {
+      rules.add(new QueuePlacementRule.Default().initialize(true, null));
+    }
+    return rules;
+  }
+  
   /**
    * Get a queue by name, creating it if the create param is true and is necessary.
    * If the queue is not or can not be a leaf queue, i.e. it already exists as a
@@ -227,6 +256,10 @@ public class QueueManager {
     }
   }
   
+  public QueuePlacementPolicy getPlacementPolicy() {
+    return placementPolicy;
+  }
+
   /**
    * Reload allocations file if it hasn't been loaded in a while
    */
@@ -291,6 +324,8 @@ public class QueueManager {
     long defaultMinSharePreemptionTimeout = Long.MAX_VALUE;
     SchedulingPolicy defaultSchedPolicy = SchedulingPolicy.getDefault();
     
+    QueuePlacementPolicy newPlacementPolicy = null;
+
     // Remember all queue names so we can display them on web UI, etc.
     List<String> queueNamesInAllocFile = new ArrayList<String>();
 
@@ -306,6 +341,7 @@ public class QueueManager {
           "file: top-level element not <allocations>");
     NodeList elements = root.getChildNodes();
     List<Element> queueElements = new ArrayList<Element>();
+    Element placementPolicyElement = null;
     for (int i = 0; i < elements.getLength(); i++) {
       Node node = elements.item(i);
       if (node instanceof Element) {
@@ -348,6 +384,8 @@ public class QueueManager {
           String text = ((Text)element.getFirstChild()).getData().trim();
           SchedulingPolicy.setDefault(text);
           defaultSchedPolicy = SchedulingPolicy.getDefault();
+        } else if ("queuePlacementPolicy".equals(element.getTagName())) {
+          placementPolicyElement = element;
         } else {
           LOG.warn("Bad element in allocations file: " + element.getTagName());
         }
@@ -370,6 +408,15 @@ public class QueueManager {
           queueAcls, queueNamesInAllocFile);
     }
     
+    // Load placement policy and pass it configured queues
+    if (placementPolicyElement != null) {
+      newPlacementPolicy = QueuePlacementPolicy.fromXml(placementPolicyElement,
+          new HashSet<String>(queueNamesInAllocFile), scheduler.getConf());
+    } else {
+      newPlacementPolicy = new QueuePlacementPolicy(getSimplePlacementRules(),
+          new HashSet<String>(queueNamesInAllocFile), scheduler.getConf());
+    }
+
     // Commit the reload; also create any queue defined in the alloc file
     // if it does not already exist, so it can be displayed on the web UI.
     synchronized (this) {
@@ -377,6 +424,7 @@ public class QueueManager {
           queueMaxApps, userMaxApps, queueWeights, userMaxAppsDefault,
           queueMaxAppsDefault, defaultSchedPolicy, minSharePreemptionTimeouts,
           queueAcls, fairSharePreemptionTimeout, defaultMinSharePreemptionTimeout);
+      placementPolicy = newPlacementPolicy;
       
       // Make sure all queues exist
       for (String name: queueNamesInAllocFile) {

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

@@ -44,7 +44,9 @@ import javax.xml.parsers.ParserConfigurationException;
 import junit.framework.Assert;
 
 import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.fs.CommonConfigurationKeys;
 import org.apache.hadoop.metrics2.lib.DefaultMetricsSystem;
+import org.apache.hadoop.security.GroupMappingServiceProvider;
 import org.apache.hadoop.yarn.MockApps;
 import org.apache.hadoop.yarn.api.records.ApplicationAttemptId;
 import org.apache.hadoop.yarn.api.records.ApplicationId;
@@ -94,6 +96,8 @@ import org.junit.Before;
 import org.junit.Test;
 import org.xml.sax.SAXException;
 
+import com.google.common.collect.Sets;
+
 public class TestFairScheduler {
 
   private class MockClock implements Clock {
@@ -616,6 +620,7 @@ public class TestFairScheduler {
 
     conf.set(FairSchedulerConfiguration.USER_AS_DEFAULT_QUEUE, "false");
     scheduler.reinitialize(conf, resourceManager.getRMContext());
+    scheduler.getQueueManager().initialize();
     AppAddedSchedulerEvent appAddedEvent2 = new AppAddedSchedulerEvent(
         createAppAttemptId(2, 1), "default", "user2");
     scheduler.handle(appAddedEvent2);
@@ -665,6 +670,46 @@ public class TestFairScheduler {
     assertEquals("root.notdefault", rmApp2.getQueue());
   }
   
+  @Test
+  public void testQueuePlacementWithPolicy() throws Exception {
+    Configuration conf = createConfiguration();
+    conf.setClass(CommonConfigurationKeys.HADOOP_SECURITY_GROUP_MAPPING,
+        SimpleGroupsMapping.class, GroupMappingServiceProvider.class);
+    ApplicationAttemptId appId;
+    Map<ApplicationAttemptId, FSSchedulerApp> apps = scheduler.applications;
+
+    List<QueuePlacementRule> rules = new ArrayList<QueuePlacementRule>();
+    rules.add(new QueuePlacementRule.Specified().initialize(true, null));
+    rules.add(new QueuePlacementRule.User().initialize(false, null));
+    rules.add(new QueuePlacementRule.PrimaryGroup().initialize(false, null));
+    rules.add(new QueuePlacementRule.Default().initialize(true, null));
+    Set<String> queues = Sets.newHashSet("root.user1", "root.user3group");
+    scheduler.getQueueManager().placementPolicy = new QueuePlacementPolicy(
+        rules, queues, conf);
+    appId = createSchedulingRequest(1024, "somequeue", "user1");
+    assertEquals("root.somequeue", apps.get(appId).getQueueName());
+    appId = createSchedulingRequest(1024, "default", "user1");
+    assertEquals("root.user1", apps.get(appId).getQueueName());
+    appId = createSchedulingRequest(1024, "default", "user3");
+    assertEquals("root.user3group", apps.get(appId).getQueueName());
+    appId = createSchedulingRequest(1024, "default", "otheruser");
+    assertEquals("root.default", apps.get(appId).getQueueName());
+    
+    // test without specified as first rule
+    rules = new ArrayList<QueuePlacementRule>();
+    rules.add(new QueuePlacementRule.User().initialize(false, null));
+    rules.add(new QueuePlacementRule.Specified().initialize(true, null));
+    rules.add(new QueuePlacementRule.Default().initialize(true, null));
+    scheduler.getQueueManager().placementPolicy = new QueuePlacementPolicy(
+        rules, queues, conf);
+    appId = createSchedulingRequest(1024, "somequeue", "user1");
+    assertEquals("root.user1", apps.get(appId).getQueueName());
+    appId = createSchedulingRequest(1024, "somequeue", "otheruser");
+    assertEquals("root.somequeue", apps.get(appId).getQueueName());
+    appId = createSchedulingRequest(1024, "default", "otheruser");
+    assertEquals("root.default", apps.get(appId).getQueueName());
+  }
+
   @Test
   public void testFairShareWithMinAlloc() throws Exception {
     Configuration conf = createConfiguration();

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-site/src/site/apt/FairScheduler.apt.vm

@@ -101,6 +101,16 @@ Hadoop MapReduce Next Generation - Fair Scheduler
   Fair Scheduler. Among them, is the use of a custom policies governing 
   priority “boosting” over  certain apps. 
 
+* {Automatically placing applications in queues}
+
+  The Fair Scheduler allows administrators to configure policies that
+  automatically place submitted applications into appropriate queues. Placement
+  can depend on the user and groups of the submitter and the requested queue
+  passed by the application. A policy consists of a set of rules that are applied
+  sequentially to classify an incoming application. Each rule either places the
+  app into a queue, rejects it, or continues on to the next rule. Refer to the
+  allocation file format below for how to configure these policies.
+
 * {Installation}
 
   To use the Fair Scheduler first assign the appropriate scheduler class in 
@@ -138,7 +148,8 @@ Properties that can be placed in yarn-site.xml
     * Whether to use the username associated with the allocation as the default 
       queue name, in the event that a queue name is not specified. If this is set 
       to "false" or unset, all jobs have a shared default queue, named "default".
-      Defaults to true.
+      Defaults to true.  If a queue placement policy is given in the allocations
+      file, this property is ignored.
 
  * <<<yarn.scheduler.fair.preemption>>>
 
@@ -180,6 +191,16 @@ Properties that can be placed in yarn-site.xml
       opportunities to pass up. The default value of -1.0 means don't pass up any
       scheduling opportunities.
 
+ * <<<yarn.scheduler.fair.allow-undeclared-pools>>>
+
+    * If this is true, new queues can be created at application submission time,
+      whether because they are specified as the application's queue by the
+      submitter or because they are placed there by the user-as-default-queue
+      property. If this is false, any time an app would be placed in a queue that
+      is not specified in the allocations file, it is placed in the "default" queue
+      instead. Defaults to true. If a queue placement policy is given in the
+      allocations file, this property is ignored.
+
 Allocation file format
 
   The allocation file must be in XML format. The format contains five types of
@@ -248,8 +269,61 @@ Allocation file format
    policy for queues; overriden by the schedulingPolicy element in each queue
    if specified. Defaults to "fair".
 
+ * <<A queuePlacementPolicy element>>, which contains a list of rule elements
+   that tell the scheduler how to place incoming apps into queues. Rules
+   are applied in the order that they are listed. Rules may take arguments. All
+   rules accept the "create" argument, which indicates whether the rule can create
+   a new queue. "Create" defaults to true; if set to false and the rule would
+   place the app in a queue that is not configured in the allocations file, we
+   continue on to the next rule. The last rule must be one that can never issue a
+   continue.  Valid rules are:
+
+     * specified: the app is placed into the queue it requested.  If the app
+       requested no queue, i.e. it specified "default", we continue.
+
+     * user: the app is placed into a queue with the name of the user who
+       submitted it.
+
+     * primaryGroup: the app is placed into a queue with the name of the
+       primary group of the user who submitted it.
+
+     * default: the app is placed into the queue named "default".
+
+     * reject: the app is rejected.
+
   An example allocation file is given here:
 
+---
+<?xml version="1.0"?>
+<allocations>
+  <queue name="sample_queue">
+    <minResources>10000 mb,0vcores</minResources>
+    <maxResources>90000 mb,0vcores</maxResources>
+    <maxRunningApps>50</maxRunningApps>
+    <weight>2.0</weight>
+    <schedulingPolicy>fair</schedulingPolicy>
+    <queue name="sample_sub_queue">
+      <aclSubmitApps>charlie</aclSubmitApps>
+      <minResources>5000 mb,0vcores</minResources>
+    </queue>
+  </queue>
+  
+  <user name="sample_user">
+    <maxRunningApps>30</maxRunningApps>
+  </user>
+  <userMaxAppsDefault>5</userMaxAppsDefault>
+  
+  <queuePlacementPolicy>
+    <specified />
+    <primarygroup create="false" />
+    <default />
+  </queuePlacementPolicy>
+</allocations>
+---
+
+  Note that for backwards compatibility with the original FairScheduler, "queue" elements can instead be named as "pool" elements.
+
+
 Queue Access Control Lists (ACLs)
 
   Queue Access Control Lists (ACLs) allow administrators to control who may
@@ -268,28 +342,6 @@ Queue Access Control Lists (ACLs)
   To start restricting access, change the root queue's ACLs to something other
   than "*". 
 
----
-<?xml version="1.0"?>
-<allocations>
-  <queue name="sample_queue">
-    <minResources>10000 mb,0vcores</minResources>
-    <maxResources>90000 mb,0vcores</maxResources>
-    <maxRunningApps>50</maxRunningApps>
-    <weight>2.0</weight>
-    <schedulingPolicy>fair</schedulingPolicy>
-    <queue name="sample_sub_queue">
-      <aclSubmitApps>charlie</aclSubmitApps>
-      <minResources>5000 mb,0vcores</minResources>
-    </queue>
-  </queue>
-  <user name="sample_user">
-    <maxRunningApps>30</maxRunningApps>
-  </user>
-  <userMaxAppsDefault>5</userMaxAppsDefault>
-</allocations>
----
-
-  Note that for backwards compatibility with the original FairScheduler, "queue" elements can instead be named as "pool" elements.
   
 * {Administration}