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Posted to mapreduce-dev@hadoop.apache.org by "Siddharth Seth (JIRA)" <ji...@apache.org> on 2013/06/25 06:48:20 UTC
[jira] [Created] (MAPREDUCE-5352) Optimize node local splits
generated by CombineFileInputFormat
Siddharth Seth created MAPREDUCE-5352:
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Summary: Optimize node local splits generated by CombineFileInputFormat
Key: MAPREDUCE-5352
URL: https://issues.apache.org/jira/browse/MAPREDUCE-5352
Project: Hadoop Map/Reduce
Issue Type: Improvement
Affects Versions: 2.0.5-alpha
Reporter: Siddharth Seth
Assignee: Siddharth Seth
CombineFileInputFormat currently walks through all available nodes and generates multiple (maxSplitsPerNode) splits on a single node before attempting to generate splits on subsequent nodes. This ends up reducing the possibility of generating splits for subsequent nodes - since these blocks will no longer be available for subsequent nodes. Allowing splits to go 1 block above the max-split-size makes this worse.
Allocating a single split per node in one iteration, should help increase the distribution of splits across nodes - so the subsequent nodes will have more blocks to choose from.
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