/** * 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 * * http://www.apache.org/licenses/LICENSE-2.0 * * 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.mapred; import org.apache.hadoop.mapreduce.TaskType; import org.apache.hadoop.conf.Configuration; /** * A {@link LoadManager} for use by the {@link FairScheduler} that allocates * tasks evenly across nodes up to their per-node maximum, using the default * load management algorithm in Hadoop. */ public class CapBasedLoadManager extends LoadManager { float maxDiff = 0.0f; public void setConf(Configuration conf) { super.setConf(conf); maxDiff = conf.getFloat("mapred.fairscheduler.load.max.diff", 0.0f); } /** * Determine how many tasks of a given type we want to run on a TaskTracker. * This cap is chosen based on how many tasks of that type are outstanding in * total, so that when the cluster is used below capacity, tasks are spread * out uniformly across the nodes rather than being clumped up on whichever * machines sent out heartbeats earliest. */ int getCap(int totalRunnableTasks, int localMaxTasks, int totalSlots) { double load = maxDiff + ((double)totalRunnableTasks) / totalSlots; return (int) Math.ceil(localMaxTasks * Math.min(1.0, load)); } @Override public boolean canAssignMap(TaskTrackerStatus tracker, int totalRunnableMaps, int totalMapSlots, int alreadyAssigned) { int cap = getCap(totalRunnableMaps, tracker.getMaxMapSlots(), totalMapSlots); return tracker.countMapTasks() + alreadyAssigned < cap; } @Override public boolean canAssignReduce(TaskTrackerStatus tracker, int totalRunnableReduces, int totalReduceSlots, int alreadyAssigned) { int cap = getCap(totalRunnableReduces, tracker.getMaxReduceSlots(), totalReduceSlots); return tracker.countReduceTasks() + alreadyAssigned < cap; } @Override public boolean canLaunchTask(TaskTrackerStatus tracker, JobInProgress job, TaskType type) { return true; } }