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From "Weichen Ye (JIRA)" <j...@apache.org>
Subject [jira] [Updated] (HBASE-12394) Support multiple regions as input to each mapper in map/reduce jobs
Date Thu, 13 Nov 2014 10:25:34 GMT

     [ https://issues.apache.org/jira/browse/HBASE-12394?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel

Weichen Ye updated HBASE-12394:
    Attachment: HBase-12394 Document.pdf

Attach an introduction document.

> Support multiple regions as input to each mapper in map/reduce jobs
> -------------------------------------------------------------------
>                 Key: HBASE-12394
>                 URL: https://issues.apache.org/jira/browse/HBASE-12394
>             Project: HBase
>          Issue Type: Improvement
>          Components: mapreduce
>    Affects Versions: 2.0.0,
>            Reporter: Weichen Ye
>         Attachments: HBASE-12394-v2.patch, HBASE-12394-v3.patch, HBASE-12394-v4.patch,
HBASE-12394.patch, HBase-12394 Document.pdf
> Welcome to the ReviewBoard :https://reviews.apache.org/r/27519/   
> The Latest Patch is "Diff Revision 2 (Latest)"
> For Hadoop cluster, a job with large HBase table as input always consumes a large amount
of computing resources. For example, we need to create a job with 1000 mappers to scan a table
with 1000 regions. This patch is to support one mapper using multiple regions as input.
> In order to support multiple regions for one mapper, we need a new property in configuration--"hbase.mapreduce.scan.regionspermapper"
> hbase.mapreduce.scan.regionspermapper controls how many regions used as input for one
mapper. For example,if we have an HBase table with 300 regions, and we set hbase.mapreduce.scan.regionspermapper
= 3. Then we run a job to scan the table, the job will use only 300/3=100 mappers.
> In this way, we can control the number of mappers using the following formula.
> Number of Mappers = (Total region numbers) / hbase.mapreduce.scan.regionspermapper
> This is an example of the configuration.
> <property>
>      <name>hbase.mapreduce.scan.regionspermapper</name>
>      <value>3</value>
> </property>
> This is an example for Java code:
> TableMapReduceUtil.initTableMapperJob(tablename, scan, Map.class, Text.class, Text.class,

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