Jens Rabe created MAPREDUCE-6208:
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Summary: There should be an input format for MapFiles which can be
configured so that only a fraction of the input data is used for the MR process
Key: MAPREDUCE-6208
URL: https://issues.apache.org/jira/browse/MAPREDUCE-6208
Project: Hadoop Map/Reduce
Issue Type: Improvement
Reporter: Jens Rabe
In some cases there are large amounts of data organized in MapFiles, e.g., from
previous MapReduce tasks, and only a fraction of the data is to be processed in
a MR task. The current approach, as I understand, is to re-organize the data in
a suitable partition using folders on HDFS, and only use relevant folders as
input paths, and maybe doing some additional filtering in the Map task.
However, sometimes the input data cannot be easily partitioned that way. For
example, when processing large amounts of measured data where additional data
on a time period already in HDFS arrives later.
There should be an input format that accepts folders with MapFiles, and there
should be an option to specify the input key range so that only fitting
InputSplits are generated.
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