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From "Gunther Hagleitner (JIRA)" <j...@apache.org>
Subject [jira] [Updated] (HIVE-7826) Dynamic partition pruning on Tez
Date Sun, 09 Nov 2014 00:31:34 GMT

     [ https://issues.apache.org/jira/browse/HIVE-7826?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

Gunther Hagleitner updated HIVE-7826:
-------------------------------------
    Issue Type: New Feature  (was: Bug)

> Dynamic partition pruning on Tez
> --------------------------------
>
>                 Key: HIVE-7826
>                 URL: https://issues.apache.org/jira/browse/HIVE-7826
>             Project: Hive
>          Issue Type: New Feature
>          Components: Tez
>            Reporter: Gunther Hagleitner
>            Assignee: Gunther Hagleitner
>              Labels: TODOC14, tez
>             Fix For: 0.14.0
>
>         Attachments: HIVE-7826.1.patch, HIVE-7826.2.patch, HIVE-7826.3.patch, HIVE-7826.4.patch,
HIVE-7826.5.patch, HIVE-7826.6.patch, HIVE-7826.7.patch
>
>
> It's natural in a star schema to map one or more dimensions to partition columns. Time
or location are likely candidates. 
> It can also useful to be to compute the partitions one would like to scan via a subquery
(where p in select ... from ...).
> The resulting joins in hive require a full table scan of the large table though, because
partition pruning takes place before the corresponding values are known.
> On Tez it's relatively straight forward to send the values needed to prune to the application
master - where splits are generated and tasks are submitted. Using these values we can strip
out any unneeded partitions dynamically, while the query is running.
> The approach is straight forward:
> - Insert synthetic conditions for each join representing "x in (keys of other side in
join)"
> - This conditions will be pushed as far down as possible
> - If the condition hits a table scan and the column involved is a partition column:
>    - Setup Operator to send key events to AM
> - else:
>    - Remove synthetic predicate
> Add  these properties :
> ||Property||Default Value||
> |{{hive.tez.dynamic.partition.pruning}}|true|
> |{{hive.tez.dynamic.partition.pruning.max.event.size}}|1*1024*1024L|
> |{{hive.tez.dynamic.parition.pruning.max.data.size}}|100*1024*1024L|



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