+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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