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Posted to issues@orc.apache.org by "Jesus Camacho Rodriguez (Jira)" <ji...@apache.org> on 2020/05/26 14:50:00 UTC
[jira] [Resolved] (ORC-577) Allow row-level filtering
[ https://issues.apache.org/jira/browse/ORC-577?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Jesus Camacho Rodriguez resolved ORC-577.
-----------------------------------------
Fix Version/s: 1.7.0
Resolution: Fixed
Pushed to master, thanks for your contribution [~pgaref]!
> Allow row-level filtering
> -------------------------
>
> Key: ORC-577
> URL: https://issues.apache.org/jira/browse/ORC-577
> Project: ORC
> Issue Type: New Feature
> Reporter: Owen O'Malley
> Assignee: Panagiotis Garefalakis
> Priority: Major
> Fix For: 1.7.0
>
> Attachments: RowFilterBenchBoolean.out, RowFilterBenchDecimal.out, RowFilterBenchDouble.out, RowFilterBenchString.out, RowFilterBenchTimestamp.out
>
> Time Spent: 20m
> Remaining Estimate: 0h
>
> Currently, ORC filters at three levels:
> * File level
> * Stripe (64 to 256mb) level
> * Row group (10k row) level
> The filters are specified as Sargs (Search Arguments), which have a relatively small vocabulary. Furthermore, they only filter sets of rows if they can guarantee that none of the rows can pass the filter.
> There are some use cases where the user needs to read a subset of the columns and apply more detailed row level filters. I'd suggest that we add a new method in Reader.Options
> {{setFilter(String columnNames, Predicate<VectorizedRowBatch> filter)}}
> Where the columns named in columnNames are read expanded first, then the filter is run and the rest of the data is read only if the predicate returns true.
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