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Posted to common-dev@hadoop.apache.org by "Arun C Murthy (JIRA)" <ji...@apache.org> on 2007/10/26 13:31:54 UTC

[jira] Issue Comment Edited: (HADOOP-1274) Configuring different number of mappers and reducers per TaskTracker

    [ https://issues.apache.org/jira/browse/HADOOP-1274?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel#action_12537926 ] 

acmurthy edited comment on HADOOP-1274 at 10/26/07 4:30 AM:
-----------------------------------------------------------------

Comments:

1. Conversion to short here is unnecessary, probably dangerous:
{noformat}
-          metricsRecord.setMetric("taskSlots", (short)maxCurrentTasks);
+          metricsRecord.setMetric("mapTaskSlots", (short)maxCurrentMapTasks);
+          metricsRecord.setMetric("reduceTaskSlots", 
+                                      (short)maxCurrentReduceTasks);
{noformat}

2. Please deprecate {{mapred.tasktracker.tasks.maximum}} for this release, as per existing norms. We cannot remove it right-away. 

{noformat}
-    maxCurrentTasks = conf.getInt("mapred.tasktracker.tasks.maximum", 2);
+    maxCurrentMapTasks = conf.getInt(
+                             "mapred.tasktracker.map.tasks.maximum", 2);
+    maxCurrentReduceTasks = conf.getInt(
+                             "mapred.tasktracker.reduce.tasks.maximum", 1);
{noformat}

{{mapred.tasktracker.tasks.maximum}} should be superceded by {{mapred.tasktracker.map.tasks.maximum}} and {{mapred.tasktracker.reduce.tasks.maximum}} for hadoop-0.16.0.

3. Should we consider having different {{JobTracker.PAD_FRACTION}} for maps and reduces? Clearly the no. of padded slots for reduces should be higher since reduce-failures are more expensive...

      was (Author: acmurthy):
    Comments:

1. Conversion to short here is unnecessary, probably dangerous:
{noformat}
-          metricsRecord.setMetric("taskSlots", (short)maxCurrentTasks);
+          metricsRecord.setMetric("mapTaskSlots", (short)maxCurrentMapTasks);
+          metricsRecord.setMetric("reduceTaskSlots", 
+                                      (short)maxCurrentReduceTasks);
{noformat}

2. Please deprecate {{mapred.tasktracker.tasks.maximum}} for this release, as per existing norms. We cannot remove it right-away. {{mapred.tasktracker.tasks.maximum}} should be superceded by {{mapred.tasktracker.map.tasks.maximum} and {{mapred.tasktracker.reduce.tasks.maximum}} for 0.16.0.

{noformat}
-    maxCurrentTasks = conf.getInt("mapred.tasktracker.tasks.maximum", 2);
+    maxCurrentMapTasks = conf.getInt(
+                             "mapred.tasktracker.map.tasks.maximum", 2);
+    maxCurrentReduceTasks = conf.getInt(
+                             "mapred.tasktracker.reduce.tasks.maximum", 1);
{noformat}

3. Should we consider having different {{JobTracker.PAD_FRACTION}} for maps and reduces? Clearly the no. of padded slots for reduces should be higher since reduce-failures are more expensive...
  
> Configuring different number of mappers and reducers per TaskTracker
> --------------------------------------------------------------------
>
>                 Key: HADOOP-1274
>                 URL: https://issues.apache.org/jira/browse/HADOOP-1274
>             Project: Hadoop
>          Issue Type: Improvement
>          Components: mapred
>            Reporter: Koji Noguchi
>            Assignee: Amareshwari Sri Ramadasu
>            Priority: Minor
>             Fix For: 0.16.0
>
>         Attachments: patch-1274.txt
>
>
> Depending on the application, it sometimes make sense to have more mappers than reducers assigned to each node. 
> (I'm assuming user either has a dedicated cluster or use HOD.)

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