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https://issues.apache.org/jira/browse/MAPREDUCE-5085?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
ledion bitincka updated MAPREDUCE-5085:
---------------------------------------
Description:
The JobClient hard codes ordering of splits in descending size. While this
could be fine for traditional/batch mr jobs it is not well suited for map-only
jobs where a client is interested in the order of map executions. More over, by
constantly running more expensive mappers early in the job the cluster is taxed
more heavily and not uniformly/smoothly utilized over time.
{code}
...JobClient.java
private <T extends InputSplit>
int writeNewSplits(JobContext job, Path jobSubmitDir) throws IOException,
InterruptedException, ClassNotFoundException {
....
// sort the splits into order based on size, so that the biggest
// go first
Arrays.sort(array, new SplitComparator());
JobSplitWriter.createSplitFiles(jobSubmitDir, conf,
jobSubmitDir.getFileSystem(conf), array);
return array.length;
}
{code}
It should be straightforward to make the SplitComparator an instance variable
of the JobClient and allow it to be set by the consumers if they care about the
order in which splits are attempted to run.
was:
The JobClient hard codes ordering of splits in descending size. While this
could be fine for traditional/batch mr jobs it is not well suited for map-only
jobs where a client is interested in the order of map executions. More over, by
constantly running more expensive mappers early in the job the cluster is taxed
more heavily and not uniformly/smoothly utilized over time.
{code}
...JobClient.java
private <T extends InputSplit>
int writeNewSplits(JobContext job, Path jobSubmitDir) throws IOException,
InterruptedException, ClassNotFoundException {
....
// sort the splits into order based on size, so that the biggest
// go first
Arrays.sort(array, new SplitComparator());
JobSplitWriter.createSplitFiles(jobSubmitDir, conf,
jobSubmitDir.getFileSystem(conf), array);
return array.length;
}
{code>
It should be straightforward to make the SplitComparator an instance variable
of the JobClient and allow it to be set by the consumers if they care about the
order in which splits are attempted to run.
> JobClient reorders splits
> --------------------------
>
> Key: MAPREDUCE-5085
> URL: https://issues.apache.org/jira/browse/MAPREDUCE-5085
> Project: Hadoop Map/Reduce
> Issue Type: Bug
> Reporter: ledion bitincka
>
> The JobClient hard codes ordering of splits in descending size. While this
> could be fine for traditional/batch mr jobs it is not well suited for
> map-only jobs where a client is interested in the order of map executions.
> More over, by constantly running more expensive mappers early in the job the
> cluster is taxed more heavily and not uniformly/smoothly utilized over time.
> {code}
> ...JobClient.java
> private <T extends InputSplit>
> int writeNewSplits(JobContext job, Path jobSubmitDir) throws IOException,
> InterruptedException, ClassNotFoundException {
> ....
> // sort the splits into order based on size, so that the biggest
> // go first
> Arrays.sort(array, new SplitComparator());
> JobSplitWriter.createSplitFiles(jobSubmitDir, conf,
> jobSubmitDir.getFileSystem(conf), array);
> return array.length;
> }
> {code}
> It should be straightforward to make the SplitComparator an instance variable
> of the JobClient and allow it to be set by the consumers if they care about
> the order in which splits are attempted to run.
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