(+1) non binding

Rishab Joshi

On Thu, May 14, 2026, 11:39 AM Gengliang Wang <[email protected]> wrote:

> +1
>
> On Thu, May 14, 2026 at 11:23 AM Daniel Tenedorio <
> [email protected]> wrote:
>
>> Greetings fellow practitioners of the art,
>>
>> We believe we are ready to call a vote on the *Faster queries in local
>> laptop mode for Apache Spark*.
>>
>> Motivation:
>> We want to enhance Spark's usability and interactivity for small-data
>> queries, specifically on laptops. This can make it more useful for
>> individual users and beginners prototyping.
>>
>> Proposal:
>> This SPIP includes three specific categories of performance improvements,
>> including optimization improvements for single-file scans, an Arrow-based
>> df.cache reimplementation, and shuffle-free local execution for small
>> queries. The community has also suggested a couple other ideas in a similar
>> spirit on the document, and a couple members have volunteered to help with
>> the implementation.
>>
>> SPIP Document:
>>
>> https://docs.google.com/document/d/1Nphejrf_vh4YRECn0JPgKClqxDS_lB6wufZFJQxyY98/edit?tab=t.0#heading=h.hj76akdx5ul
>>
>> The vote will be open for at least 72 hours, and passes if a majority +1
>> PMC
>> votes are cast, with a minimum of 3 +1 votes.
>> Please vote:
>> [ ] +1: Accept the proposal as an official SPIP
>> [ ] +0
>> [ ] -1: I don't think this is a good idea because ...
>>
>> Best,
>> Daniel Tenedorio and Liang-Chi Hsieh
>>
>

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