+1 (non-binding) On Thu, May 14, 2026 at 3:21 PM Holden Karau <[email protected]> wrote:
> +1, I also think the improved cache might be useful in accelerators too. > > > Twitter: https://twitter.com/holdenkarau > Fight Health Insurance: https://www.fighthealthinsurance.com/ > <https://www.fighthealthinsurance.com/?q=hk_email> > Books (Learning Spark, High Performance Spark, etc.): > https://amzn.to/2MaRAG9 <https://amzn.to/2MaRAG9> > YouTube Live Streams: https://www.youtube.com/user/holdenkarau > Pronouns: she/her > > On Thu, May 14, 2026 at 1:12 PM Allison Wang <[email protected]> > wrote: > >> +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 >>>>>>>>> >>>>>>>> >>>>> -- John Zhuge
