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https://issues.apache.org/jira/browse/HIVE-3752?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13531283#comment-13531283
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Namit Jain commented on HIVE-3752:
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For a simple usecase like ours, we dont want to depend on additional layers.
It is a much simpler change to support in hive, rather than fixing a lot more 
in HCatalog.

Eventually, if HCat moves into Hive, these 2 APIs should be merged. But, that 
may take a long time,
and it may be much easier for us to have a much more light-weight solution in 
hive, rather than wait.

                
> Add a non-sql API in hive to access data.
> -----------------------------------------
>
>                 Key: HIVE-3752
>                 URL: https://issues.apache.org/jira/browse/HIVE-3752
>             Project: Hive
>          Issue Type: Improvement
>            Reporter: Nitay Joffe
>
> We would like to add an input/output format for accessing Hive data in Hadoop 
> directly without having to use e.g. a transform. Using a transform
> means having to do a whole map-reduce step with its own disk accesses and its 
> imposed structure. It also means needing to have Hive be the base 
> infrastructure for the entire system being developed which is not the right 
> fit as we only need a small part of it (access to the data).
> So we propose adding an API level InputFormat and OutputFormat to Hive that 
> will make it trivially easy to select a table with partition spec and read 
> from / write to it. We chose this design to make it compatible with Hadoop so 
> that existing systems that work with Hadoop's IO API will just work out of 
> the box.
> We need this system for the Giraph graph processing system 
> (http://giraph.apache.org/) as running graph jobs which read/write from Hive 
> is a common use case.
> [~namitjain] [~aching] [~kevinwilfong] [~apresta]

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