hadoop PriorityUtilizationQueueOrderingPolicy 源码

haddop PriorityUtilizationQueueOrderingPolicy 代码

文件路径：/hadoop-yarn-project/hadoop-yarn/hadoop-yarn-server/hadoop-yarn-server-resourcemanager/src/main/java/org/apache/hadoop/yarn/server/resourcemanager/scheduler/capacity/policy/PriorityUtilizationQueueOrderingPolicy.java

/**
 * Licensed to the Apache Software Foundation (ASF) under one
 * or more contributor license agreements.  See the NOTICE file
 * distributed with this work for additional information
 * regarding copyright ownership.  The ASF licenses this file
 * to you under the Apache License, Version 2.0 (the
 * "License"); you may not use this file except in compliance
 * with the License.  You may obtain a copy of the License at
 * <p>
 * http://www.apache.org/licenses/LICENSE-2.0
 * <p>
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

package org.apache.hadoop.yarn.server.resourcemanager.scheduler.capacity.policy;

import org.apache.hadoop.classification.VisibleForTesting;
import org.apache.commons.lang3.StringUtils;
import org.apache.hadoop.yarn.api.records.Resource;
import org.apache.hadoop.yarn.server.resourcemanager.nodelabels
    .RMNodeLabelsManager;
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.capacity.CSQueue;
import org.apache.hadoop.yarn.server.resourcemanager.scheduler.capacity
    .CapacitySchedulerConfiguration;
import org.apache.hadoop.yarn.util.resource.Resources;

import java.util.Comparator;
import java.util.Iterator;
import java.util.List;
import java.util.function.Supplier;
import java.util.stream.Collectors;

/**
 * For two queues with the same priority:
 * - The queue with less relative used-capacity goes first - today’s behavior.
 * - The default priority for all queues is 0 and equal. So, we get today’s
 *   behaviour at every level - the queue with the lowest used-capacity
 *   percentage gets the resources
 *
 * For two queues with different priorities:
 * - Both the queues are under their guaranteed capacities: The queue with
 *   the higher priority gets resources
 * - Both the queues are over or meeting their guaranteed capacities:
 *   The queue with the higher priority gets resources
 * - One of the queues is over or meeting their guaranteed capacities and the
 *   other is under: The queue that is under its capacity guarantee gets the
 *   resources.
 */
public class PriorityUtilizationQueueOrderingPolicy
    implements QueueOrderingPolicy {
  private List<CSQueue> queues;
  private boolean respectPriority;

  // This makes multiple threads can sort queues at the same time
  // For different partitions.
  private static ThreadLocal<String> partitionToLookAt =
      ThreadLocal.withInitial(new Supplier<String>() {
        @Override
        public String get() {
          return RMNodeLabelsManager.NO_LABEL;
        }
      });

  /**
   * Compare two queues with possibly different priority and assigned capacity,
   * Will be used by preemption policy as well.
   *
   * @param relativeAssigned1 relativeAssigned1
   * @param relativeAssigned2 relativeAssigned2
   * @param priority1 p1
   * @param priority2 p2
   * @return compared result
   */
  public static int compare(double relativeAssigned1, double relativeAssigned2,
      int priority1, int priority2) {
    if (priority1 == priority2) {
      // The queue with less relative used-capacity goes first
      return Double.compare(relativeAssigned1, relativeAssigned2);
    } else{
      // When priority is different:
      if ((relativeAssigned1 < 1.0f && relativeAssigned2 < 1.0f) || (
          relativeAssigned1 >= 1.0f && relativeAssigned2 >= 1.0f)) {
        // When both the queues are under their guaranteed capacities,
        // Or both the queues are over or meeting their guaranteed capacities
        // queue with higher used-capacity goes first
        return Integer.compare(priority2, priority1);
      } else{
        // Otherwise, when one of the queues is over or meeting their
        // guaranteed capacities and the other is under: The queue that is
        // under its capacity guarantee gets the resources.
        return Double.compare(relativeAssigned1, relativeAssigned2);
      }
    }
  }

  /**
   * Comparator that both looks at priority and utilization
   */
  private class PriorityQueueComparator
      implements Comparator<PriorityQueueResourcesForSorting> {

    @Override
    public int compare(PriorityQueueResourcesForSorting q1Sort,
        PriorityQueueResourcesForSorting q2Sort) {
      String p = partitionToLookAt.get();

      int rc = compareQueueAccessToPartition(q1Sort.queue, q2Sort.queue, p);
      if (0 != rc) {
        return rc;
      }

      float q1AbsCapacity = q1Sort.absoluteCapacity;
      float q2AbsCapacity = q2Sort.absoluteCapacity;

      //If q1's abs capacity > 0 and q2 is 0, then prioritize q1
      if (Float.compare(q1AbsCapacity, 0f) > 0 && Float.compare(q2AbsCapacity,
          0f) == 0) {
        return -1;
        //If q2's abs capacity > 0 and q1 is 0, then prioritize q2
      } else if (Float.compare(q2AbsCapacity, 0f) > 0 && Float.compare(
          q1AbsCapacity, 0f) == 0) {
        return 1;
      } else if (Float.compare(q1AbsCapacity, 0f) == 0 && Float.compare(
          q2AbsCapacity, 0f) == 0) {
        // both q1 has 0 and q2 has 0 capacity, then fall back to using
        // priority, abs used capacity to prioritize
        float used1 = q1Sort.absoluteUsedCapacity;
        float used2 = q2Sort.absoluteUsedCapacity;

        return compare(q1Sort, q2Sort, used1, used2,
            q1Sort.queue.getPriority().
                getPriority(), q2Sort.queue.getPriority().getPriority());
      } else{
        // both q1 has positive abs capacity and q2 has positive abs
        // capacity
        float used1 = q1Sort.usedCapacity;
        float used2 = q2Sort.usedCapacity;

        return compare(q1Sort, q2Sort, used1, used2,
            q1Sort.queue.getPriority().getPriority(),
            q2Sort.queue.getPriority().getPriority());
      }
    }

    private int compare(PriorityQueueResourcesForSorting q1Sort,
        PriorityQueueResourcesForSorting q2Sort, float q1Used,
                        float q2Used, int q1Prior, int q2Prior) {

      int p1 = 0;
      int p2 = 0;
      if (respectPriority) {
        p1 = q1Prior;
        p2 = q2Prior;
      }

      int rc = PriorityUtilizationQueueOrderingPolicy.compare(q1Used, q2Used,
          p1, p2);

      // For queue with same used ratio / priority, queue with higher configured
      // capacity goes first
      if (0 == rc) {
        Resource minEffRes1 =
            q1Sort.configuredMinResource;
        Resource minEffRes2 =
            q2Sort.configuredMinResource;
        if (!minEffRes1.equals(Resources.none()) && !minEffRes2.equals(
            Resources.none())) {
          return minEffRes2.compareTo(minEffRes1);
        }

        float abs1 = q1Sort.absoluteCapacity;
        float abs2 = q2Sort.absoluteCapacity;
        return Float.compare(abs2, abs1);
      }

      return rc;
    }

    private int compareQueueAccessToPartition(CSQueue q1, CSQueue q2,
        String partition) {
      // Everybody has access to default partition
      if (StringUtils.equals(partition, RMNodeLabelsManager.NO_LABEL)) {
        return 0;
      }

      /*
       * Check accessible to given partition, if one queue accessible and
       * the other not, accessible queue goes first.
       */
      boolean q1Accessible =
          q1.getAccessibleNodeLabels() != null && q1.getAccessibleNodeLabels()
              .contains(partition) || q1.getAccessibleNodeLabels().contains(
              RMNodeLabelsManager.ANY);
      boolean q2Accessible =
          q2.getAccessibleNodeLabels() != null && q2.getAccessibleNodeLabels()
              .contains(partition) || q2.getAccessibleNodeLabels().contains(
              RMNodeLabelsManager.ANY);
      if (q1Accessible && !q2Accessible) {
        return -1;
      } else if (!q1Accessible && q2Accessible) {
        return 1;
      }

      return 0;
    }
  }

  /**
   * A simple storage class to represent a snapshot of a queue.
   */
  public static class PriorityQueueResourcesForSorting {
    private final float absoluteUsedCapacity;
    private final float usedCapacity;
    private final Resource configuredMinResource;
    private final float absoluteCapacity;
    private final CSQueue queue;

    PriorityQueueResourcesForSorting(CSQueue queue) {
      this.queue = queue;
      this.absoluteUsedCapacity =
          queue.getQueueCapacities().
              getAbsoluteUsedCapacity(partitionToLookAt.get());
      this.usedCapacity =
          queue.getQueueCapacities().
              getUsedCapacity(partitionToLookAt.get());
      this.absoluteCapacity =
          queue.getQueueCapacities().
              getAbsoluteCapacity(partitionToLookAt.get());
      this.configuredMinResource =
          queue.getQueueResourceQuotas().
              getConfiguredMinResource(partitionToLookAt.get());
    }

    public CSQueue getQueue() {
      return queue;
    }
  }

  public PriorityUtilizationQueueOrderingPolicy(boolean respectPriority) {
    this.respectPriority = respectPriority;
  }

  @Override
  public void setQueues(List<CSQueue> queues) {
    this.queues = queues;
  }

  @Override
  public Iterator<CSQueue> getAssignmentIterator(String partition) {
    // partitionToLookAt is a thread local variable, therefore it is safe to mutate it.
    PriorityUtilizationQueueOrderingPolicy.partitionToLookAt.set(partition);

    // Sort the snapshot of the queues in order to avoid breaking the prerequisites of TimSort.
    // See YARN-10178 for details.
    return queues.stream().map(PriorityQueueResourcesForSorting::new).sorted(
        new PriorityQueueComparator()).map(PriorityQueueResourcesForSorting::getQueue).collect(
            Collectors.toList()).iterator();
  }

  @Override
  public String getConfigName() {
    if (respectPriority) {
      return CapacitySchedulerConfiguration.
          QUEUE_PRIORITY_UTILIZATION_ORDERING_POLICY;
    } else{
      return CapacitySchedulerConfiguration.
          QUEUE_UTILIZATION_ORDERING_POLICY;
    }
  }

  @VisibleForTesting
  public List<CSQueue> getQueues() {
    return queues;
  }
}

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