+1 On Fri, May 15, 2026 at 6:04 PM Szehon Ho <[email protected]> wrote:
> +1 (non binding) > > Thanks > Szehon > > On Fri, May 15, 2026 at 10:45 AM Peter Toth <[email protected]> wrote: > >> +1 (non-binding) >> >> On Fri, May 15, 2026 at 9:12 AM Jungtaek Lim < >> [email protected]> wrote: >> >>> +1 (non-binding) >>> >>> 2026년 5월 14일 (목) 오후 11:38, Grisha Weintraub <[email protected]>님이 >>> 작성: >>> >>>> +1 >>>> >>>> On Fri, May 15, 2026 at 9:33 AM Max Gekk <[email protected]> wrote: >>>> >>>>> +1 >>>>> >>>>> On Fri, May 15, 2026 at 7:21 AM Ángel Álvarez Pascua < >>>>> [email protected]> wrote: >>>>> >>>>>> +1 (non-binding) >>>>>> Glad to help >>>>>> >>>>>> El jue, 14 may 2026, 21:51, DB Tsai <[email protected]> escribió: >>>>>> >>>>>>> +1 >>>>>>> >>>>>>> DB Tsai | https://www.dbtsai.com/ | PGP 0x9FB9FAA3 >>>>>>> >>>>>>> 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 >>>>>>>>>>> >>>>>>>>>> >>>>>>>
