+1 On Thu, May 14, 2026 at 1:02 PM karuppayya <[email protected]> wrote:
> +1 > > On Thu, May 14, 2026 at 1:01 PM Chao Sun <[email protected]> wrote: > >> +1 (binding) >> >> On Thu, May 14, 2026 at 12:50 PM DB Tsai <[email protected]> wrote: >> >>> +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 >>>>>>> >>>>>> >>>
