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diff --git a/core/src/main/scala/org/apache/spark/scheduler/cluster/SchedulingAlgorithm.scala b/core/src/main/scala/org/apache/spark/scheduler/cluster/SchedulingAlgorithm.scala
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+/*
+ * 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.spark.scheduler.cluster
+
+/**
+ * An interface for sort algorithm
+ * FIFO: FIFO algorithm between TaskSetManagers
+ * FS: FS algorithm between Pools, and FIFO or FS within Pools
+ */
+private[spark] trait SchedulingAlgorithm {
+ def comparator(s1: Schedulable, s2: Schedulable): Boolean
+}
+
+private[spark] class FIFOSchedulingAlgorithm extends SchedulingAlgorithm {
+ override def comparator(s1: Schedulable, s2: Schedulable): Boolean = {
+ val priority1 = s1.priority
+ val priority2 = s2.priority
+ var res = math.signum(priority1 - priority2)
+ if (res == 0) {
+ val stageId1 = s1.stageId
+ val stageId2 = s2.stageId
+ res = math.signum(stageId1 - stageId2)
+ }
+ if (res < 0) {
+ return true
+ } else {
+ return false
+ }
+ }
+}
+
+private[spark] class FairSchedulingAlgorithm extends SchedulingAlgorithm {
+ override def comparator(s1: Schedulable, s2: Schedulable): Boolean = {
+ val minShare1 = s1.minShare
+ val minShare2 = s2.minShare
+ val runningTasks1 = s1.runningTasks
+ val runningTasks2 = s2.runningTasks
+ val s1Needy = runningTasks1 < minShare1
+ val s2Needy = runningTasks2 < minShare2
+ val minShareRatio1 = runningTasks1.toDouble / math.max(minShare1, 1.0).toDouble
+ val minShareRatio2 = runningTasks2.toDouble / math.max(minShare2, 1.0).toDouble
+ val taskToWeightRatio1 = runningTasks1.toDouble / s1.weight.toDouble
+ val taskToWeightRatio2 = runningTasks2.toDouble / s2.weight.toDouble
+ var res:Boolean = true
+ var compare:Int = 0
+
+ if (s1Needy && !s2Needy) {
+ return true
+ } else if (!s1Needy && s2Needy) {
+ return false
+ } else if (s1Needy && s2Needy) {
+ compare = minShareRatio1.compareTo(minShareRatio2)
+ } else {
+ compare = taskToWeightRatio1.compareTo(taskToWeightRatio2)
+ }
+
+ if (compare < 0) {
+ return true
+ } else if (compare > 0) {
+ return false
+ } else {
+ return s1.name < s2.name
+ }
+ }
+}
+