+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
>>>>>>>>>>
>>>>>>>>>
>>>>>>

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