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From "Anoop Sam John (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (HBASE-8073) HFileOutputFormat support for offline operation
Date Wed, 08 Apr 2015 05:57:12 GMT

    [ https://issues.apache.org/jira/browse/HBASE-8073?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14484776#comment-14484776
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Anoop Sam John commented on HBASE-8073:
---------------------------------------

This looks to be an important improvement. 

> HFileOutputFormat support for offline operation
> -----------------------------------------------
>
>                 Key: HBASE-8073
>                 URL: https://issues.apache.org/jira/browse/HBASE-8073
>             Project: HBase
>          Issue Type: Sub-task
>          Components: mapreduce
>            Reporter: Nick Dimiduk
>             Fix For: 1.1.0
>
>         Attachments: HBASE-8073-trunk-v0.patch, HBASE-8073-trunk-v1.patch
>
>
> When using HFileOutputFormat to generate HFiles, it inspects the region topology of the
target table. The split points from that table are used to guide the TotalOrderPartitioner.
If the target table does not exist, it is first created. This imposes an unnecessary dependence
on an online HBase and existing table.
> If the table exists, it can be used. However, the job can be smarter. For example, if
there's far more data going into the HFiles than the table currently contains, the table regions
aren't very useful for data split points. Instead, the input data can be sampled to produce
split points more meaningful to the dataset. LoadIncrementalHFiles is already capable of handling
divergence between HFile boundaries and table regions, so this should not pose any additional
burdon at load time.
> The proper method of sampling the data likely requires a custom input format and an additional
map-reduce job perform the sampling. See a relevant implementation: https://github.com/alexholmes/hadoop-book/blob/master/src/main/java/com/manning/hip/ch4/sampler/ReservoirSamplerInputFormat.java



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