+1

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On Thursday, May 14th, 2026 at 12:45 PM, Kousuke Saruta <[email protected]> 
wrote:

> +1
> 

> 

> 2026年5月15日(金) 4:28 Xiao Li <[email protected]>:
> 

> > +1
> > 

> > Rishab Joshi <[email protected]> 于2026年5月14日周四 11:50写道:
> > 

> > > (+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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