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MAPREDUCE-6353. Divide by zero error in MR AM when calculating available containers. (Anubhav Dhoot via kasha)

(cherry picked from commit 1773aac780585871072960a5863af461e112a030)
Karthik Kambatla 10 năm trước cách đây
mục cha
commit
52469b10dd

+ 3 - 0
hadoop-mapreduce-project/CHANGES.txt

@@ -150,6 +150,9 @@ Release 2.8.0 - UNRELEASED
     MAPREDUCE-6359. In RM HA setup, "Cluster" tab links populated with AM 
     hostname instead of RM. (zhaoyunjiong via junping_du)
 
+    MAPREDUCE-6353. Divide by zero error in MR AM when calculating available 
+    containers. (Anubhav Dhoot via kasha)
+
 Release 2.7.1 - UNRELEASED
 
   INCOMPATIBLE CHANGES

+ 13 - 3
hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-app/src/main/java/org/apache/hadoop/mapreduce/v2/app/rm/ResourceCalculatorUtils.java

@@ -35,10 +35,13 @@ public class ResourceCalculatorUtils {
   public static int computeAvailableContainers(Resource available,
       Resource required, EnumSet<SchedulerResourceTypes> resourceTypes) {
     if (resourceTypes.contains(SchedulerResourceTypes.CPU)) {
-      return Math.min(available.getMemory() / required.getMemory(),
-        available.getVirtualCores() / required.getVirtualCores());
+      return Math.min(
+        calculateRatioOrMaxValue(available.getMemory(), required.getMemory()),
+        calculateRatioOrMaxValue(available.getVirtualCores(), required
+            .getVirtualCores()));
     }
-    return available.getMemory() / required.getMemory();
+    return calculateRatioOrMaxValue(
+      available.getMemory(), required.getMemory());
   }
 
   public static int divideAndCeilContainers(Resource required, Resource factor,
@@ -49,4 +52,11 @@ public class ResourceCalculatorUtils {
     }
     return divideAndCeil(required.getMemory(), factor.getMemory());
   }
+
+  private static int calculateRatioOrMaxValue(int numerator, int denominator) {
+    if (denominator == 0) {
+      return Integer.MAX_VALUE;
+    }
+    return numerator / denominator;
+  }
 }

+ 75 - 0
hadoop-mapreduce-project/hadoop-mapreduce-client/hadoop-mapreduce-client-app/src/test/java/org/apache/hadoop/mapreduce/v2/app/rm/TestResourceCalculatorUtils.java

@@ -0,0 +1,75 @@
+/**
+ * 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.mapreduce.v2.app.rm;
+
+import org.apache.hadoop.yarn.api.records.Resource;
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.util.EnumSet;
+
+import static org.apache.hadoop.yarn.proto.YarnServiceProtos.*;
+
+public class TestResourceCalculatorUtils {
+  @Test
+  public void testComputeAvailableContainers() throws Exception {
+    Resource clusterAvailableResources = Resource.newInstance(81920, 40);
+
+    Resource nonZeroResource = Resource.newInstance(1024, 2);
+
+    int expectedNumberOfContainersForMemory = 80;
+    int expectedNumberOfContainersForCPU = 20;
+
+    verifyDifferentResourceTypes(clusterAvailableResources, nonZeroResource,
+        expectedNumberOfContainersForMemory,
+        expectedNumberOfContainersForCPU);
+
+    Resource zeroMemoryResource = Resource.newInstance(0,
+        nonZeroResource.getVirtualCores());
+
+    verifyDifferentResourceTypes(clusterAvailableResources, zeroMemoryResource,
+        Integer.MAX_VALUE,
+        expectedNumberOfContainersForCPU);
+
+    Resource zeroCpuResource = Resource.newInstance(nonZeroResource.getMemory(),
+        0);
+
+    verifyDifferentResourceTypes(clusterAvailableResources, zeroCpuResource,
+        expectedNumberOfContainersForMemory,
+        expectedNumberOfContainersForMemory);
+  }
+
+  private void verifyDifferentResourceTypes(Resource clusterAvailableResources,
+      Resource nonZeroResource, int expectedNumberOfContainersForMemoryOnly,
+      int expectedNumberOfContainersOverall) {
+
+    Assert.assertEquals("Incorrect number of available containers for Memory",
+        expectedNumberOfContainersForMemoryOnly,
+        ResourceCalculatorUtils.computeAvailableContainers(
+            clusterAvailableResources, nonZeroResource,
+            EnumSet.of(SchedulerResourceTypes.MEMORY)));
+
+    Assert.assertEquals("Incorrect number of available containers overall",
+        expectedNumberOfContainersOverall,
+        ResourceCalculatorUtils.computeAvailableContainers(
+            clusterAvailableResources, nonZeroResource,
+            EnumSet.of(SchedulerResourceTypes.CPU,
+                SchedulerResourceTypes.MEMORY)));
+  }
+}