+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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