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Posted to jira@arrow.apache.org by "Weston Pace (Jira)" <ji...@apache.org> on 2022/10/20 22:32:00 UTC

[jira] [Commented] (ARROW-18115) [C++] Acero buffer alignment

    [ https://issues.apache.org/jira/browse/ARROW-18115?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17621395#comment-17621395 ] 

Weston Pace commented on ARROW-18115:
-------------------------------------

CC [~apitrou][~sakras][~michalno][~marsupialtail][~bkietz] and maybe [~rtpsw][~icexelloss] would be interested.

> [C++] Acero buffer alignment
> ----------------------------
>
>                 Key: ARROW-18115
>                 URL: https://issues.apache.org/jira/browse/ARROW-18115
>             Project: Apache Arrow
>          Issue Type: Improvement
>          Components: C++
>            Reporter: Weston Pace
>            Priority: Major
>
> This is a general JIRA to centralize some discussion / proposal on a buffer alignment strategy for Acero based on discussions that have happened in a few different contexts.  Any actual work will probably span multiple JIRAs, some of which are already in progress.
> Motivations:
> * Incoming data may not be aligned at all.  Some kernel functions and parts of Acero (e.g. aggregation, join) use explicit SIMD instructions (e.g. intrinsics) and will fail / cause corruption if care is not taken to use unaligned loads (e.g. ARROW-17783).  There are parts of the code that assume fixed arrays with size T are at least T aligned.  This is generally a safe assumption for data generated by arrow-c++ (which allocates all buffers with 64 byte alignment) but then leads to errors when processing data from flight.
> * Dataset writes and mid-plan spilling both can benefit form direct I/O, less for performance reasons and more for memory management reasons.  However, in order to use direct I/O a buffer needs to be aligned, typically to 512 bytes.  This is larger than the current minimum alignment requirements.
> Proposal:
>  * Allow the minimum alignment of a memory pool to be configurable.  This is similar to the proposal of ARROW-17836 but does not require much of an API change (at the expense of being slightly less flexible).
>  * Add a capability to realign a buffer/array/batch/table to a target alignment.  This would only modify buffers that are not already aligned.  Basically, given an arrow object, and a target memory pool, migrate a buffer to the target memory pool if its alignment is insufficient.
>  * Acero, in the source node, forces all buffers to be 64 byte aligned.  This way the internals of Acero don't have to worry about this case.  This introduces a performance penalty when buffers are not aligned but is much simpler to maintain and test than trying to support any random buffer.  To avoid this penalty it would be simpler to avoid the unaligned buffers in the first place.
>  * Acero requires a memory pool that has 512-byte alignment so that Acero-allocated buffers can use direct I/O.  If the default memory pool does not have 512-byte alignment then Acero can use a per-plan pool.  This covers the common case for spilling and dataset writing which is that we are partitioning prior to the write and so we are writing Acero-allocated buffers anyways.



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