YARN-10802. Change Capacity Scheduler minimum-user-limit-percent to accept decimal values. Contributed by Benjamin Teke

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/capacity/CapacitySchedulerConfiguration.java

@@ -636,8 +636,8 @@ public void setMaximumCapacityByLabel(String queue, String label,
         absoluteResourceCapacity);
   }
 
-  public int getUserLimit(String queue) {
+  public float getUserLimit(String queue) {
-    int userLimit = getInt(getQueuePrefix(queue) + USER_LIMIT,
+    float userLimit = getFloat(getQueuePrefix(queue) + USER_LIMIT,
         DEFAULT_USER_LIMIT);
     return userLimit;
   }
@@ -686,8 +686,8 @@ public <S extends SchedulableEntity> OrderingPolicy<S> getAppOrderingPolicy(
     return orderingPolicy;
   }
 
-  public void setUserLimit(String queue, int userLimit) {
+    public void setUserLimit(String queue, float userLimit) {
-    setInt(getQueuePrefix(queue) + USER_LIMIT, userLimit);
+    setFloat(getQueuePrefix(queue) + USER_LIMIT, userLimit);
     LOG.debug("here setUserLimit: queuePrefix={}, userLimit={}",
         getQueuePrefix(queue), getUserLimit(queue));
   }

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/capacity/LeafQueue.java

@@ -255,7 +255,7 @@ protected void setupQueueConfigs(Resource clusterResource,
           conf.getDefaultApplicationPriorityConfPerQueue(getQueuePath()));
 
       // Validate leaf queue's user's weights.
-      int queueUL = Math.min(100, conf.getUserLimit(getQueuePath()));
+      float queueUL = Math.min(100.0f, conf.getUserLimit(getQueuePath()));
       for (Entry<String, Float> e : getUserWeights().entrySet()) {
         float val = e.getValue().floatValue();
         if (val < 0.0f || val > (100.0f / queueUL)) {
@@ -367,17 +367,17 @@ public List<CSQueue> getChildQueues() {
   }
   
   /**
-   * Set user limit - used only for testing.
+   * Set user limit.
    * @param userLimit new user limit
    */
   @VisibleForTesting
-  void setUserLimit(int userLimit) {
+  void setUserLimit(float userLimit) {
     usersManager.setUserLimit(userLimit);
     usersManager.userLimitNeedsRecompute();
   }
 
   /**
-   * Set user limit factor - used only for testing.
+   * Set user limit factor.
    * @param userLimitFactor new user limit factor
    */
   @VisibleForTesting
@@ -444,7 +444,7 @@ public int getNumActiveApplications(String user) {
   }
 
   @Private
-  public int getUserLimit() {
+  public float getUserLimit() {
     return usersManager.getUserLimit();
   }
 

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/capacity/PlanQueue.java

@@ -38,7 +38,7 @@ public class PlanQueue extends AbstractManagedParentQueue {
 
   private int maxAppsForReservation;
   private int maxAppsPerUserForReservation;
-  private int userLimit;
+  private float userLimit;
   private float userLimitFactor;
   protected CapacitySchedulerContext schedulerContext;
   private boolean showReservationsAsQueues;
@@ -60,15 +60,16 @@ public PlanQueue(CapacitySchedulerContext cs, String queueName,
               DEFAULT_MAXIMUM_SYSTEM_APPLICATIIONS * super
               .getAbsoluteCapacity());
     }
-    int userLimit = conf.getUserLimit(queuePath);
+    float configuredUserLimit = conf.getUserLimit(queuePath);
-    float userLimitFactor = conf.getUserLimitFactor(queuePath);
+    float configuredUserLimitFactor = conf.getUserLimitFactor(queuePath);
-    int maxAppsPerUserForReservation =
+    int configuredMaxAppsPerUserForReservation =
-        (int) (maxAppsForReservation * (userLimit / 100.0f) * userLimitFactor);
+        (int) (maxAppsForReservation * (configuredUserLimit / 100.0f) *
-    if (userLimitFactor == -1) {
+            configuredUserLimitFactor);
-      maxAppsPerUserForReservation = maxAppsForReservation;
+    if (configuredUserLimitFactor == -1) {
+      configuredMaxAppsPerUserForReservation = maxAppsForReservation;
     }
-    updateQuotas(userLimit, userLimitFactor, maxAppsForReservation,
+    updateQuotas(configuredUserLimit, configuredUserLimitFactor,
-        maxAppsPerUserForReservation);
+        maxAppsForReservation, configuredMaxAppsPerUserForReservation);
 
     StringBuffer queueInfo = new StringBuffer();
     queueInfo.append("Created Plan Queue: ").append(queueName)
@@ -76,9 +77,10 @@ public PlanQueue(CapacitySchedulerContext cs, String queueName,
         .append("]\nwith max capacity: [").append(super.getMaximumCapacity())
         .append("\nwith max reservation apps: [").append(maxAppsForReservation)
         .append("]\nwith max reservation apps per user: [")
-        .append(maxAppsPerUserForReservation).append("]\nwith user limit: [")
+        .append(configuredMaxAppsPerUserForReservation)
-        .append(userLimit).append("]\nwith user limit factor: [")
+        .append("]\nwith user limit: [")
-        .append(userLimitFactor).append("].");
+        .append(configuredUserLimit).append("]\nwith user limit factor: [")
+        .append(configuredUserLimitFactor).append("].");
     LOG.info(queueInfo.toString());
   }
 
@@ -123,12 +125,12 @@ public void reinitialize(CSQueue newlyParsedQueue,
     }
   }
 
-  private void updateQuotas(int userLimit, float userLimitFactor,
+  private void updateQuotas(float newUserLimit, float newUserLimitFactor,
-      int maxAppsForReservation, int maxAppsPerUserForReservation) {
+      int newMaxAppsForReservation, int newMaxAppsPerUserForReservation) {
-    this.userLimit = userLimit;
+    this.userLimit = newUserLimit;
-    this.userLimitFactor = userLimitFactor;
+    this.userLimitFactor = newUserLimitFactor;
-    this.maxAppsForReservation = maxAppsForReservation;
+    this.maxAppsForReservation = newMaxAppsForReservation;
-    this.maxAppsPerUserForReservation = maxAppsPerUserForReservation;
+    this.maxAppsPerUserForReservation = newMaxAppsPerUserForReservation;
   }
 
   /**
@@ -155,7 +157,7 @@ public int getMaxApplicationsPerUserForReservation() {
    *
    * @return userLimit
    */
-  public int getUserLimitForReservation() {
+  public float getUserLimitForReservation() {
     return userLimit;
   }
 

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/capacity/ReservationQueue.java

@@ -73,7 +73,7 @@ public void reinitialize(CSQueue newlyParsedQueue,
     }
   }
 
-  private void updateQuotas(int userLimit, float userLimitFactor,
+  private void updateQuotas(float userLimit, float userLimitFactor,
       int maxAppsForReservation, int maxAppsPerUserForReservation) {
     setUserLimit(userLimit);
     setUserLimitFactor(userLimitFactor);

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/capacity/UsersManager.java

@@ -77,7 +77,7 @@ public class UsersManager implements AbstractUsersManager {
   private Map<String, Map<SchedulingMode, Long>> localVersionOfAllUsersState =
       new HashMap<String, Map<SchedulingMode, Long>>();
 
-  private volatile int userLimit;
+  private volatile float userLimit;
   private volatile float userLimitFactor;
 
   private WriteLock writeLock;
@@ -320,7 +320,7 @@ public UsersManager(QueueMetrics metrics, LeafQueue lQueue,
    * Get configured user-limit.
    * @return user limit
    */
-  public int getUserLimit() {
+  public float getUserLimit() {
     return userLimit;
   }
 
@@ -328,7 +328,7 @@ public int getUserLimit() {
    * Set configured user-limit.
    * @param userLimit user limit
    */
-  public void setUserLimit(int userLimit) {
+  public void setUserLimit(float userLimit) {
     this.userLimit = userLimit;
   }
 

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/CapacitySchedulerPage.java

@@ -197,14 +197,21 @@ private void renderQueueCapacityInfo(ResponseInfo ri, String label) {
 
     private void renderCommonLeafQueueInfo(ResponseInfo ri) {
       ri.
-          __("Num Schedulable Applications:", Integer.toString(lqinfo.getNumActiveApplications())).
+          __("Num Schedulable Applications:",
-          __("Num Non-Schedulable Applications:", Integer.toString(lqinfo.getNumPendingApplications())).
+              Integer.toString(lqinfo.getNumActiveApplications())).
-          __("Num Containers:", Integer.toString(lqinfo.getNumContainers())).
+          __("Num Non-Schedulable Applications:",
-          __("Max Applications:", Integer.toString(lqinfo.getMaxApplications())).
+              Integer.toString(lqinfo.getNumPendingApplications())).
-          __("Max Applications Per User:", Integer.toString(lqinfo.getMaxApplicationsPerUser())).
+          __("Num Containers:",
-          __("Configured Minimum User Limit Percent:", Integer.toString(lqinfo.getUserLimit()) + "%").
+              Integer.toString(lqinfo.getNumContainers())).
+          __("Max Applications:",
+              Integer.toString(lqinfo.getMaxApplications())).
+          __("Max Applications Per User:",
+              Integer.toString(lqinfo.getMaxApplicationsPerUser())).
+          __("Configured Minimum User Limit Percent:",
+              lqinfo.getUserLimit() + "%").
           __("Configured User Limit Factor:", lqinfo.getUserLimitFactor()).
-          __("Accessible Node Labels:", StringUtils.join(",", lqinfo.getNodeLabels())).
+          __("Accessible Node Labels:",
+              StringUtils.join(",", lqinfo.getNodeLabels())).
           __("Ordering Policy: ", lqinfo.getOrderingPolicyDisplayName()).
           __("Preemption:",
               lqinfo.getPreemptionDisabled() ? "disabled" : "enabled").

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/dao/CapacitySchedulerLeafQueueInfo.java

@@ -43,7 +43,7 @@ public class CapacitySchedulerLeafQueueInfo extends CapacitySchedulerQueueInfo {
   protected int numContainers;
   protected int maxApplications;
   protected int maxApplicationsPerUser;
-  protected int userLimit;
+  protected float userLimit;
   protected UsersInfo users; // To add another level in the XML
   protected float userLimitFactor;
   protected float configuredMaxAMResourceLimit;
@@ -130,7 +130,7 @@ public int getMaxApplicationsPerUser() {
     return maxApplicationsPerUser;
   }
 
-  public int getUserLimit() {
+  public float getUserLimit() {
     return userLimit;
   }
 

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/capacity/TestLeafQueue.java

@@ -1731,6 +1731,111 @@ public void testUserLimits() throws Exception {
         1, a.getAbstractUsersManager().getNumActiveUsers());
   }
 
+  @Test
+  public void testDecimalUserLimits() throws Exception {
+    // Mock the queue
+    LeafQueue a = stubLeafQueue((LeafQueue)queues.get(A));
+    //unset maxCapacity
+    a.setMaxCapacity(1.0f);
+
+    when(csContext.getClusterResource())
+        .thenReturn(Resources.createResource(16 * GB, 32));
+
+    // Users
+    final String user0 = "user_0";
+    final String user1 = "user_1";
+
+    // Submit applications
+    final ApplicationAttemptId appAttemptId0 =
+        TestUtils.getMockApplicationAttemptId(0, 0);
+    FiCaSchedulerApp app0 =
+        new FiCaSchedulerApp(appAttemptId0, user0, a,
+            a.getAbstractUsersManager(), spyRMContext);
+    a.submitApplicationAttempt(app0, user0);
+
+    final ApplicationAttemptId appAttemptId1 =
+        TestUtils.getMockApplicationAttemptId(1, 0);
+    FiCaSchedulerApp app1 =
+        new FiCaSchedulerApp(appAttemptId1, user1, a,
+            a.getAbstractUsersManager(), spyRMContext);
+    a.submitApplicationAttempt(app1, user1); // different user
+
+    // Setup some nodes
+    String host0 = "127.0.0.1";
+    FiCaSchedulerNode node0 =
+        TestUtils.getMockNode(host0, DEFAULT_RACK, 0, 8*GB);
+    String host1 = "127.0.0.2";
+    FiCaSchedulerNode node1 =
+        TestUtils.getMockNode(host1, DEFAULT_RACK, 0, 8*GB);
+
+    final int numNodes = 2;
+    Resource clusterResource =
+        Resources.createResource(numNodes * (8*GB), numNodes * 16);
+    when(csContext.getNumClusterNodes()).thenReturn(numNodes);
+    root.updateClusterResource(clusterResource,
+        new ResourceLimits(clusterResource));
+
+    // Setup resource-requests
+    Priority priority = TestUtils.createMockPriority(1);
+    app0.updateResourceRequests(Collections.singletonList(
+        TestUtils.createResourceRequest(ResourceRequest.ANY, 3*GB, 2, true,
+            priority, recordFactory)));
+
+    app1.updateResourceRequests(Collections.singletonList(
+        TestUtils.createResourceRequest(ResourceRequest.ANY, 1*GB, 2, true,
+            priority, recordFactory)));
+
+    Map<ApplicationAttemptId, FiCaSchedulerApp> apps = ImmutableMap.of(
+        app0.getApplicationAttemptId(), app0, app1.getApplicationAttemptId(),
+        app1);
+    Map<NodeId, FiCaSchedulerNode> nodes = ImmutableMap.of(node0.getNodeID(),
+        node0, node1.getNodeID(), node1);
+
+    /**
+     * Start testing...
+     */
+
+    // Set user-limit
+    a.setUserLimit(50.1f);
+    a.setUserLimitFactor(2);
+    root.updateClusterResource(clusterResource,
+        new ResourceLimits(clusterResource));
+
+    // There're two active users
+    assertEquals(2, a.getAbstractUsersManager().getNumActiveUsers());
+
+    // 1 container to user_0
+    applyCSAssignment(clusterResource,
+        a.assignContainers(clusterResource, node0,
+            new ResourceLimits(clusterResource),
+            SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY), a, nodes, apps);
+    assertEquals(3*GB, a.getUsedResources().getMemorySize());
+    assertEquals(3*GB, app0.getCurrentConsumption().getMemorySize());
+    assertEquals(0, app1.getCurrentConsumption().getMemorySize());
+
+    // Allocate another container. Since the user limit is 50.1% it isn't
+    // reached, app_0 will get another container.
+    applyCSAssignment(clusterResource,
+        a.assignContainers(clusterResource, node0,
+            new ResourceLimits(clusterResource),
+            SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY), a, nodes, apps);
+    assertEquals(6*GB, a.getUsedResources().getMemorySize());
+    assertEquals(6*GB, app0.getCurrentConsumption().getMemorySize());
+    assertEquals(0, app1.getCurrentConsumption().getMemorySize());
+
+    applyCSAssignment(clusterResource,
+        a.assignContainers(clusterResource, node1,
+            new ResourceLimits(clusterResource),
+            SchedulingMode.RESPECT_PARTITION_EXCLUSIVITY), a, nodes, apps);
+    assertEquals(7*GB, a.getUsedResources().getMemorySize());
+    assertEquals(6*GB, app0.getCurrentConsumption().getMemorySize());
+    assertEquals(GB, app1.getCurrentConsumption().getMemorySize());
+
+    // app_0 doesn't have outstanding resources, there's only one active user.
+    assertEquals("There should only be 1 active user!",
+        1, a.getAbstractUsersManager().getNumActiveUsers());
+  }
+
   @Test
   public void testUserSpecificUserLimits() throws Exception {
     // Mock the queue

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/capacity/TestParentQueue.java

@@ -1164,19 +1164,27 @@ public void testDeriveCapacityFromAbsoluteConfigurations() throws Exception {
     assertEquals(b.getMaxApplications(), b.getMaxApplicationsPerUser());
 
     // Extra cases for testing maxApplicationsPerUser
-    int halfPercent = 50;
+    float halfPercent = 50f;
-    int oneAndQuarterPercent = 125;
+    float oneAndQuarterPercent = 125f;
+    float thirdPercent = 33.3f;
     a.getUsersManager().setUserLimit(halfPercent);
     b.getUsersManager().setUserLimit(oneAndQuarterPercent);
     root.updateClusterResource(clusterResource,
         new ResourceLimits(clusterResource));
 
-    assertEquals(a.getMaxApplications() * halfPercent / 100,
+    assertEquals((int) (a.getMaxApplications() * halfPercent / 100),
             a.getMaxApplicationsPerUser());
     // Q_B's limit per user shouldn't be greater
     // than the whole queue's application limit
     assertEquals(b.getMaxApplications(), b.getMaxApplicationsPerUser());
 
+    b.getUsersManager().setUserLimit(thirdPercent);
+    root.updateClusterResource(clusterResource,
+        new ResourceLimits(clusterResource));
+
+    assertEquals((int) (b.getMaxApplications() * thirdPercent / 100),
+        b.getMaxApplicationsPerUser());
+
     float userLimitFactorQueueA = 0.9f;
     float userLimitFactorQueueB = 1.1f;
     a.getUsersManager().setUserLimit(halfPercent);

hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/test/java/org/apache/hadoop/yarn/server/resourcemanager/webapp/TestRMWebServicesCapacitySched.java

@@ -100,7 +100,7 @@ private class LeafQueueInfo extends QueueInfo {
     int numContainers;
     int maxApplications;
     int maxApplicationsPerUser;
-    int userLimit;
+    float userLimit;
     float userLimitFactor;
     long defaultApplicationLifetime;
     long maxApplicationLifetime;
@@ -352,7 +352,7 @@ public void verifySubQueueXML(Element qElem, String q,
           WebServicesTestUtils.getXmlInt(qElem, "maxApplications");
       lqi.maxApplicationsPerUser =
           WebServicesTestUtils.getXmlInt(qElem, "maxApplicationsPerUser");
-      lqi.userLimit = WebServicesTestUtils.getXmlInt(qElem, "userLimit");
+      lqi.userLimit = WebServicesTestUtils.getXmlFloat(qElem, "userLimit");
       lqi.userLimitFactor =
           WebServicesTestUtils.getXmlFloat(qElem, "userLimitFactor");
       lqi.defaultApplicationLifetime =
@@ -477,7 +477,7 @@ private void verifySubQueue(JSONObject info, String q,
       lqi.numContainers = info.getInt("numContainers");
       lqi.maxApplications = info.getInt("maxApplications");
       lqi.maxApplicationsPerUser = info.getInt("maxApplicationsPerUser");
-      lqi.userLimit = info.getInt("userLimit");
+      lqi.userLimit = (float) info.getDouble("userLimit");
       lqi.userLimitFactor = (float) info.getDouble("userLimitFactor");
       lqi.defaultApplicationLifetime =
           info.getLong("defaultApplicationLifetime");
@@ -553,7 +553,7 @@ private void verifyLeafQueueGeneric(String q, LeafQueueInfo info)
         (float)info.maxApplicationsPerUser, info.userLimitFactor);
 
     assertEquals("userLimit doesn't match", csConf.getUserLimit(q),
-        info.userLimit);
+        info.userLimit, 1e-3f);
     assertEquals("userLimitFactor doesn't match",
         csConf.getUserLimitFactor(q), info.userLimitFactor, 1e-3f);