+1 (nin-binding)

On Thu, May 14, 2026 at 15:58 John Zhuge <[email protected]> wrote:

> +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
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>> Books (Learning Spark, High Performance Spark, etc.):
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>>
>> 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
>

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