+ 1

Mich Talebzadeh,

Architect | Data Engineer | Data Science | Financial Crime
PhD <https://en.wikipedia.org/wiki/Doctor_of_Philosophy> Imperial College
London <https://en.wikipedia.org/wiki/Imperial_College_London>
London, United Kingdom


   view my Linkedin profile
<https://www.linkedin.com/in/mich-talebzadeh-ph-d-5205b2/>


 https://en.everybodywiki.com/Mich_Talebzadeh



*Disclaimer:* The information provided is correct to the best of my
knowledge but of course cannot be guaranteed . It is essential to note
that, as with any advice, quote "one test result is worth one-thousand
expert opinions (Werner  <https://en.wikipedia.org/wiki/Wernher_von_Braun>Von
Braun <https://en.wikipedia.org/wiki/Wernher_von_Braun>)".


On Thu, 14 Nov 2024 at 18:52, Russell Jurney <russell.jur...@gmail.com>
wrote:

> Okay, first I’m going to fix a bug or two, I’ll get started on an SPIP.
>
> Russ
>
> On Wed, Nov 13, 2024 at 1:56 PM Mich Talebzadeh <mich.talebza...@gmail.com>
> wrote:
>
>> Hm. Since it sounds like a plan why Russell you go ahead and create a
>> SPIP for it, then, this discussion takes a formal approach and is
>> documented. Otherwise we are just flogging a dead horse so to speak.
>>
>> HTH
>>
>> Mich Talebzadeh,
>>
>> Architect | Data Engineer | Data Science | Financial Crime
>> PhD <https://en.wikipedia.org/wiki/Doctor_of_Philosophy> Imperial
>> College London <https://en.wikipedia.org/wiki/Imperial_College_London>
>> London, United Kingdom
>>
>>
>>    view my Linkedin profile
>> <https://www.linkedin.com/in/mich-talebzadeh-ph-d-5205b2/>
>>
>>
>>  https://en.everybodywiki.com/Mich_Talebzadeh
>>
>>
>>
>> *Disclaimer:* The information provided is correct to the best of my
>> knowledge but of course cannot be guaranteed . It is essential to note
>> that, as with any advice, quote "one test result is worth one-thousand
>> expert opinions (Werner
>> <https://en.wikipedia.org/wiki/Wernher_von_Braun>Von Braun
>> <https://en.wikipedia.org/wiki/Wernher_von_Braun>)".
>>
>>
>> On Wed, 13 Nov 2024 at 20:10, Russell Jurney <russell.jur...@gmail.com>
>> wrote:
>>
>>> It might be, but graph processing is a desirable, very useful feature of
>>> Spark. GraphX doesn't see more popularity because it never got a DataFrame
>>> interface. If someone is willing to add one and maintain it, that seems
>>> best of all.
>>>
>>> Russ
>>>
>>> On Wed, Nov 13, 2024 at 7:12 AM Ángel <angel.alvarez.pas...@gmail.com>
>>> wrote:
>>>
>>>> Seems to me.... it would be easier to move GraphX to graphframes than
>>>> the opposite.
>>>>
>>>> El mar, 8 oct 2024 a las 21:52, Reynold Xin
>>>> (<r...@databricks.com.invalid>) escribió:
>>>>
>>>>> We can also consider the following: move GraphFrame into Spark, and
>>>>> make GraphX an internal impl detail of GraphFrame. Then we can over time
>>>>> change the implementation, simplify it (not sure if it is possible, but
>>>>> somebody can look into it)....
>>>>>
>>>>> On Mon, Oct 7, 2024 at 7:04 PM Russell Jurney <
>>>>> russell.jur...@gmail.com> wrote:
>>>>>
>>>>>> Took a look at recent activity. Spark 3.5 support
>>>>>> <https://github.com/graphframes/graphframes/commit/e54f249605dde60787f9b41b88ed7d5872b7dfab>
>>>>>>  was
>>>>>> added a year ago. I'm sure we'll add Spark 4 support as soon as it is 
>>>>>> out.
>>>>>>
>>>>>> There is a new issue to organize a GraphFrames Hackathon
>>>>>> <https://github.com/graphframes/graphframes/issues/460>. Please sign
>>>>>> up to help! https://github.com/graphframes/graphframes/issues/460
>>>>>>
>>>>>> I seriously need GraphX and GraphFrames to make it... I have no other
>>>>>> way of doing property graph motif matching on large graphs. It's kind of
>>>>>> important to me.
>>>>>>
>>>>>> Some slides on my work with GraphFrames:
>>>>>>
>>>>>> [image: image.png]
>>>>>>
>>>>>> [image: image.png]
>>>>>>
>>>>>> [image: image.png]
>>>>>>
>>>>>> [image: image.png]
>>>>>>
>>>>>> [image: image.png]
>>>>>>
>>>>>> Russell
>>>>>>
>>>>>>
>>>>>> On Mon, Oct 7, 2024 at 6:06 PM Holden Karau <holden.ka...@gmail.com>
>>>>>> wrote:
>>>>>>
>>>>>>> That’s awesome!
>>>>>>>
>>>>>>> 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 Mon, Oct 7, 2024 at 5:42 PM Russell Jurney <
>>>>>>> russell.jur...@gmail.com> wrote:
>>>>>>>
>>>>>>>> I’ll organize a hackathon. A friend wants to finish the
>>>>>>>> implementation of Lucian modularity for GraphFrames. I’ll fix some 
>>>>>>>> GraphX
>>>>>>>> bugs at it.
>>>>>>>>
>>>>>>>> I did just blog all about the motif matching in GraphFrames:
>>>>>>>>
>>>>>>>> https://blog.graphlet.ai/financial-crime-and-corruption-network-motifs-4cf2e8e10eb5
>>>>>>>>
>>>>>>>> Russ
>>>>>>>>
>>>>>>>> On Mon, Oct 7, 2024 at 5:38 PM Holden Karau <holden.ka...@gmail.com>
>>>>>>>> wrote:
>>>>>>>>
>>>>>>>>> So this discuss thread and the vote thread to deprecate to leave
>>>>>>>>> the option of removing it during 4.X are probably the highest profile 
>>>>>>>>> it’s
>>>>>>>>> been in years.
>>>>>>>>>
>>>>>>>>> In the past for parts of Spark I’ve cared about I’ve organized
>>>>>>>>> virtual meetings to co-ordinate work — if your connected with some of 
>>>>>>>>> the
>>>>>>>>> Spark+Graph community reaching out to find others and organizing a 
>>>>>>>>> meeting
>>>>>>>>> could be a way to raise the profile a bit? Maybe organize a virtual
>>>>>>>>> hackathon (I’m meaning to try this for some other things so happy to 
>>>>>>>>> share
>>>>>>>>> what I learn from doing that)?
>>>>>>>>>
>>>>>>>>> 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 Mon, Oct 7, 2024 at 5:02 PM Russell Jurney <
>>>>>>>>> russell.jur...@gmail.com> wrote:
>>>>>>>>>
>>>>>>>>>> I’ll look for a bug to fix. If GraphX is outside of Spark, Spark
>>>>>>>>>> would tend to break GraphFrames and it will be burdensome on an 
>>>>>>>>>> external
>>>>>>>>>> project to keep up. Graph computing on Spark is implrtant to a lot of
>>>>>>>>>> people, is there a way to raise visibility here?
>>>>>>>>>>
>>>>>>>>>> On Mon, Oct 7, 2024 at 4:24 PM Holden Karau <
>>>>>>>>>> holden.ka...@gmail.com> wrote:
>>>>>>>>>>
>>>>>>>>>>> There are no specific tickets associated with the lack of
>>>>>>>>>>> maintaince or this as the component has not been maintained for a
>>>>>>>>>>> sufficiently long time. If your interested in taking it on that’s
>>>>>>>>>>> wonderful, probably starting with fixing some bugs could be a great 
>>>>>>>>>>> place
>>>>>>>>>>> to start and figure out if it’s something you want to do long term.
>>>>>>>>>>>
>>>>>>>>>>> I would recommend making a first bug fix in a actively
>>>>>>>>>>> maintained area of Spark to get to
>>>>>>>>>>> Know some reviewers since there is not anyone tracking the
>>>>>>>>>>> GraphX PRs.
>>>>>>>>>>>
>>>>>>>>>>> As a note I don’t think GraphX is required for Graph Frames long
>>>>>>>>>>> term, so another option would be to talk to the GraphFrames folks 
>>>>>>>>>>> and move
>>>>>>>>>>> the GraphX code over to it.
>>>>>>>>>>>
>>>>>>>>>>> Ideally we’d have someone willing to act as a mentor or guide
>>>>>>>>>>> but so far we have no volunteers (especially no one familiar with 
>>>>>>>>>>> the graph
>>>>>>>>>>> X code).
>>>>>>>>>>>
>>>>>>>>>>> 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 Mon, Oct 7, 2024 at 3:25 PM Russell Jurney <
>>>>>>>>>>> russell.jur...@gmail.com> wrote:
>>>>>>>>>>>
>>>>>>>>>>>> I volunteer to maintain GraphX to keep GraphFrames a viable
>>>>>>>>>>>> project. I don’t have a clear view on whether it works with Spark 
>>>>>>>>>>>> 4 or if
>>>>>>>>>>>> it needs updates? I don’t have Spark commits but I’m a committer 
>>>>>>>>>>>> on Apache
>>>>>>>>>>>> DataFu and mentored the Spark feature for it.
>>>>>>>>>>>>
>>>>>>>>>>>> Can someone tell me what is involved? Point me at a ticket?
>>>>>>>>>>>>
>>>>>>>>>>>> Russell
>>>>>>>>>>>>
>>>>>>>>>>>> On Mon, Oct 7, 2024 at 12:11 AM Erik Eklund <
>>>>>>>>>>>> eekl...@definitivehc.com> wrote:
>>>>>>>>>>>>
>>>>>>>>>>>>> Hello,
>>>>>>>>>>>>> We rely on GraphX for an important component of our product.
>>>>>>>>>>>>> And we really want it to stay a typed interface. Please keep 
>>>>>>>>>>>>> GraphX.
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> Erik
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> *From: *Holden Karau <holden.ka...@gmail.com>
>>>>>>>>>>>>> *Date: *Sunday, October 6, 2024 at 06:22
>>>>>>>>>>>>> *To: *Ángel <angel.alvarez.pas...@gmail.com>
>>>>>>>>>>>>> *Cc: *Russell Jurney <russell.jur...@gmail.com>, Mich
>>>>>>>>>>>>> Talebzadeh <mich.talebza...@gmail.com>, Spark dev list <
>>>>>>>>>>>>> dev@spark.apache.org>, user @spark <u...@spark.apache.org>
>>>>>>>>>>>>> *Subject: *Re: [DISCUSS] Deprecate GraphX OR Find new
>>>>>>>>>>>>> maintainers interested in GraphX OR leave it as is?
>>>>>>>>>>>>>
>>>>>>>>>>>>> So are there companies using it? And are they willing to
>>>>>>>>>>>>> contribute to maintaining it?
>>>>>>>>>>>>>
>>>>>>>>>>>>> Twitter: https://twitter.com/holdenkarau
>>>>>>>>>>>>>
>>>>>>>>>>>>> Fight Health Insurance: https://www.fighthealthinsurance.com/
>>>>>>>>>>>>> <https://linkprotect.cudasvc.com/url?a=https%3a%2f%2fwww.fighthealthinsurance.com%2f%3fq%3dhk_email&c=E,1,OT9ylxCx5xRNCToPSzu0VEvefs4uts16fTBydH2NiLHMGEwLjrEXgkhU8W-Ai6xD8VDMyWea44GBMOEecMNdapaZKZbBTrZpquOBKi6YRlqu-FVAzji6-w,,&typo=1>
>>>>>>>>>>>>>
>>>>>>>>>>>>> Books (Learning Spark, High Performance Spark, etc.):
>>>>>>>>>>>>> https://amzn.to/2MaRAG9
>>>>>>>>>>>>> <https://linkprotect.cudasvc.com/url?a=https%3a%2f%2famzn.to%2f2MaRAG9&c=E,1,h0ccgHctUPRY4zAN_qZ-qdBgLDpQLtm7KaOL4u12U4PR7PeJ4MUBOS8bbD7CNssUIMqRMvY_pOqbh7PfLY0lRpQh9mfqBC0KnSHBZzxxSJJr-55r5kv6YjYwrA,,&typo=1>
>>>>>>>>>>>>>
>>>>>>>>>>>>> YouTube Live Streams: https://www.youtube.com/user/holdenkarau
>>>>>>>>>>>>>
>>>>>>>>>>>>> Pronouns: she/her
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> On Sat, Oct 5, 2024 at 9:17 PM Ángel <
>>>>>>>>>>>>> angel.alvarez.pas...@gmail.com> wrote:
>>>>>>>>>>>>>
>>>>>>>>>>>>> That would definitely affect companies using GraphX, but at
>>>>>>>>>>>>> least they’d have the choice to migrate their code.
>>>>>>>>>>>>>
>>>>>>>>>>>>> I think that’s probably the way to go.
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> El dom, 6 oct 2024 a las 6:09, Holden Karau (<
>>>>>>>>>>>>> holden.ka...@gmail.com>) escribió:
>>>>>>>>>>>>>
>>>>>>>>>>>>> So removing GraphX from Spark would not prevent GraphFrames
>>>>>>>>>>>>> from continuing, they could pick up the GraphX source and 
>>>>>>>>>>>>> incorporate it
>>>>>>>>>>>>> into their project.
>>>>>>>>>>>>>
>>>>>>>>>>>>> Twitter: https://twitter.com/holdenkarau
>>>>>>>>>>>>>
>>>>>>>>>>>>> Fight Health Insurance: https://www.fighthealthinsurance.com/
>>>>>>>>>>>>> <https://linkprotect.cudasvc.com/url?a=https%3a%2f%2fwww.fighthealthinsurance.com%2f%3fq%3dhk_email&c=E,1,9xMMQlY7gtmkqxT0NTmS8KMg4wOUjw0PWKM-oepAYAkE-SiM5pyXCb80AuRZYJ4zMIedVlwVMAKi_eh52Hof0LsteXx2eIslnsDBdmVeuocpILpneg,,&typo=1>
>>>>>>>>>>>>>
>>>>>>>>>>>>> Books (Learning Spark, High Performance Spark, etc.):
>>>>>>>>>>>>> https://amzn.to/2MaRAG9
>>>>>>>>>>>>> <https://linkprotect.cudasvc.com/url?a=https%3a%2f%2famzn.to%2f2MaRAG9&c=E,1,kbGbMBRMidAYi0aqUmj949vRahpEjVzSgJv_YYtO5EteSXZy4RrMYXJU48mN2CyS5sdovsgiFAAiBLnyQ29gCCn8xbTrEJmfIhjtH7tD4N31VUoLtQ,,&typo=1>
>>>>>>>>>>>>>
>>>>>>>>>>>>> YouTube Live Streams: https://www.youtube.com/user/holdenkarau
>>>>>>>>>>>>>
>>>>>>>>>>>>> Pronouns: she/her
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> On Sat, Oct 5, 2024 at 5:22 PM Russell Jurney <
>>>>>>>>>>>>> russell.jur...@gmail.com> wrote:
>>>>>>>>>>>>>
>>>>>>>>>>>>> A lot of people like me use GraphFrames for its connected
>>>>>>>>>>>>> components implementation and its motif matching feature. I am 
>>>>>>>>>>>>> willing to
>>>>>>>>>>>>> work on it to keep it alive. They did a 0.8.3 release not too 
>>>>>>>>>>>>> long ago.
>>>>>>>>>>>>> Please keep GraphX alive.
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> On Sat, Oct 5, 2024 at 3:44 PM Mich Talebzadeh <
>>>>>>>>>>>>> mich.talebza...@gmail.com> wrote:
>>>>>>>>>>>>>
>>>>>>>>>>>>> I added the user list as they may have vested interest here
>>>>>>>>>>>>> and and hopefully can contribute
>>>>>>>>>>>>>
>>>>>>>>>>>>> Few suggestions:
>>>>>>>>>>>>>
>>>>>>>>>>>>>    1. Data-Driven Decision Making: Return to the core
>>>>>>>>>>>>>    metrics—analyze usage trends, performance benchmarks, and the 
>>>>>>>>>>>>> actual impact
>>>>>>>>>>>>>    on businesses that rely on GraphX. Objectivity can be restored 
>>>>>>>>>>>>> by letting
>>>>>>>>>>>>>    data speak louder than opinions so to speak.
>>>>>>>>>>>>>    2. Broaden the Discussion: Engage more stakeholders from
>>>>>>>>>>>>>    diverse backgrounds (especially spark  users) to bring in new 
>>>>>>>>>>>>> perspectives
>>>>>>>>>>>>>    and counterbalance the more vocal but potentially narrow 
>>>>>>>>>>>>> interests of core
>>>>>>>>>>>>>    maintainers or open-source contributors.
>>>>>>>>>>>>>    3. Define Clear Criteria for Decision Making: Agree on a
>>>>>>>>>>>>>    set of objective criteria by which the project’s future will 
>>>>>>>>>>>>> be judged.
>>>>>>>>>>>>>    These could include market demand, contribution levels, 
>>>>>>>>>>>>> maintenance costs,
>>>>>>>>>>>>>    alternative solutions, and alignment with the overall Spark 
>>>>>>>>>>>>> ecosystem
>>>>>>>>>>>>>    goals. Some have already been covered.
>>>>>>>>>>>>>    4. Timely Conclusion of Discussions: Set a timeline for
>>>>>>>>>>>>>    making a decision. Long, open-ended discussions tend to lose 
>>>>>>>>>>>>> focus. Putting
>>>>>>>>>>>>>    deadlines forces participants to focus on key issues and 
>>>>>>>>>>>>> prevents endless
>>>>>>>>>>>>>    debates.
>>>>>>>>>>>>>    5. Borrowing from commercial settings, it is often
>>>>>>>>>>>>>    necessary for a strong leadership team to step in and make the 
>>>>>>>>>>>>> final
>>>>>>>>>>>>>    decision after considering the input. When the objectivity of 
>>>>>>>>>>>>> discussions
>>>>>>>>>>>>>    starts to wane, leadership needs to cut through the round 
>>>>>>>>>>>>> discussions and
>>>>>>>>>>>>>    steer towards action based on business and technical realities.
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> HTH
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> Mich Talebzadeh,
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> Architect | Data Engineer | Data Science | Financial Crime
>>>>>>>>>>>>>
>>>>>>>>>>>>> PhD <https://en.wikipedia.org/wiki/Doctor_of_Philosophy> Imperial
>>>>>>>>>>>>> College London
>>>>>>>>>>>>> <https://en.wikipedia.org/wiki/Imperial_College_London>
>>>>>>>>>>>>>
>>>>>>>>>>>>> London, United Kingdom
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>  [image: Image removed by sender.]  view my Linkedin profile
>>>>>>>>>>>>> <https://www.linkedin.com/in/mich-talebzadeh-ph-d-5205b2/>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>  https://en.everybodywiki.com/Mich_Talebzadeh
>>>>>>>>>>>>> <https://linkprotect.cudasvc.com/url?a=https%3a%2f%2fen.everybodywiki.com%2fMich_Talebzadeh&c=E,1,U1JaGVMkko53HkJO5fwmkIXfziTOWL3K1CkAeHwFG55TbZQUd5xVNLGpLt2o0ytujE6zaLpqU2GWCZqHSbo3SU4Wh9Rl8NG4bWPbFWUwyw,,&typo=1>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> *Disclaimer:* The information provided is correct to the best
>>>>>>>>>>>>> of my knowledge but of course cannot be guaranteed . It is 
>>>>>>>>>>>>> essential to
>>>>>>>>>>>>> note that, as with any advice, quote "one test result is
>>>>>>>>>>>>> worth one-thousand expert opinions (Werner
>>>>>>>>>>>>> <https://en.wikipedia.org/wiki/Wernher_von_Braun>Von Braun
>>>>>>>>>>>>> <https://en.wikipedia.org/wiki/Wernher_von_Braun>)".
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> On Sat, 5 Oct 2024 at 06:26, Ángel <
>>>>>>>>>>>>> angel.alvarez.pas...@gmail.com> wrote:
>>>>>>>>>>>>>
>>>>>>>>>>>>> I completely agree with everyone here. I don’t think the issue
>>>>>>>>>>>>> is deprecating it; to me, the problem lies in not providing a new 
>>>>>>>>>>>>> and
>>>>>>>>>>>>> better solution for handling graphs in Spark. In the past, I used 
>>>>>>>>>>>>> GraphX
>>>>>>>>>>>>> via GraphFrames for record linkage, and I found it both useful and
>>>>>>>>>>>>> effective. Is there any discussion about a potential replacement?
>>>>>>>>>>>>>
>>>>>>>>>>>>> I’d be willing to help maintain GraphX, though I don’t have
>>>>>>>>>>>>> previous experience with maintaining open-source projects. All I 
>>>>>>>>>>>>> can
>>>>>>>>>>>>> promise is good intentions, willingness to learn and lots of 
>>>>>>>>>>>>> energy and
>>>>>>>>>>>>> passion. Is that enough?
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> Btw, what's your take on this?
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> ·         *GraphX* will be deprecated in favor of a new
>>>>>>>>>>>>> graphing component, SparkGraph, based on Cypher
>>>>>>>>>>>>> <https://linkprotect.cudasvc.com/url?a=https%3a%2f%2fneo4j.com%2fdeveloper%2fcypher-query-language%2f&c=E,1,5sP_K0oxQDLYIfWhFPwgNEmTuXMR7tvCjLLcf_ZBAv7oIBySxARy9TyrqNkmZKfXwrIDrhe6TVBCUun2luRV_mAbSD4rooD9YRt5GYYgbHbBUYerg1mpA4Oe6eo,&typo=1>,
>>>>>>>>>>>>> a much richer graph language than previously offered by GraphX.
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> https://cloud.google.com/blog/products/data-analytics/introducing-spark-3-and-hadoop-3-on-dataproc-image-version-2-0
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> El sáb, 5 oct 2024 a las 2:17, Mark Hamstra (<
>>>>>>>>>>>>> markhams...@gmail.com>) escribió:
>>>>>>>>>>>>>
>>>>>>>>>>>>> As I wrote to Holden privately, I might well change my vote to
>>>>>>>>>>>>> be in
>>>>>>>>>>>>> favor of a deprecation label combined with some effective
>>>>>>>>>>>>> means of
>>>>>>>>>>>>> communicating that this doesn't mean the end for GraphX if
>>>>>>>>>>>>> interested
>>>>>>>>>>>>> contributors come forward to rescue it. I don't like either
>>>>>>>>>>>>> the idea
>>>>>>>>>>>>> of keeping unmaintained code and public APIs around
>>>>>>>>>>>>> (especially if
>>>>>>>>>>>>> there are problems with them) or the idea of removing Spark
>>>>>>>>>>>>> functionality just because no one has contributed to it for a
>>>>>>>>>>>>> while. A
>>>>>>>>>>>>> naked deprecation label feels somewhat drastic and pre-emptive
>>>>>>>>>>>>> to me.
>>>>>>>>>>>>> I don't expect that GraphX will be the last part of Spark to
>>>>>>>>>>>>> run the
>>>>>>>>>>>>> risk of death through neglect, and I think we need an
>>>>>>>>>>>>> effective means
>>>>>>>>>>>>> of encouraging resuscitation that a deprecation label on its
>>>>>>>>>>>>> own does
>>>>>>>>>>>>> not provide. On the other hand, if no one really is willing to
>>>>>>>>>>>>> come to
>>>>>>>>>>>>> the aid of GraphX or other neglected functionality given
>>>>>>>>>>>>> adequate
>>>>>>>>>>>>> warning of possible removal, I'm not then opposed to the usual
>>>>>>>>>>>>> deprecation and removal process.
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> On Fri, Oct 4, 2024 at 4:10 PM Sean Owen <sro...@gmail.com>
>>>>>>>>>>>>> wrote:
>>>>>>>>>>>>> >
>>>>>>>>>>>>> > This is a reasonable discussion, but maybe the more
>>>>>>>>>>>>> practical point is: are you sure you want to block this 
>>>>>>>>>>>>> unilaterally? This
>>>>>>>>>>>>> effectively makes a decision that GraphX cannot be removed for a 
>>>>>>>>>>>>> long
>>>>>>>>>>>>> while. I'd understand it more if we had an active maintainer 
>>>>>>>>>>>>> and/or active
>>>>>>>>>>>>> user proposing to veto, but my understanding is this is just a 
>>>>>>>>>>>>> proposal to
>>>>>>>>>>>>> block this on behalf of some users, someone else who might do 
>>>>>>>>>>>>> some work and
>>>>>>>>>>>>> hasn't to date for some reason. Add to that the fact that the 
>>>>>>>>>>>>> 'pro'
>>>>>>>>>>>>> arguments all seem to be arguments for working on GraphFrames, 
>>>>>>>>>>>>> and I find
>>>>>>>>>>>>> this somewhat drastic.
>>>>>>>>>>>>> >
>>>>>>>>>>>>> > On Fri, Oct 4, 2024 at 5:23 PM Mark Hamstra <
>>>>>>>>>>>>> markhams...@gmail.com> wrote:
>>>>>>>>>>>>> >>
>>>>>>>>>>>>> >> "You can't say nothing is removable until there are no
>>>>>>>>>>>>> users."
>>>>>>>>>>>>> >>
>>>>>>>>>>>>> >> That is not what I am saying. Rather, I am countering what
>>>>>>>>>>>>> others seem
>>>>>>>>>>>>> >> to be suggesting: There are no users and no interest,
>>>>>>>>>>>>> therefore we can
>>>>>>>>>>>>> >> and should deprecate.
>>>>>>>>>>>>> >>
>>>>>>>>>>>>> >> On Fri, Oct 4, 2024 at 3:10 PM Sean Owen <sro...@gmail.com>
>>>>>>>>>>>>> wrote:
>>>>>>>>>>>>> >> >
>>>>>>>>>>>>> >> > I could flip this argument around. More strongly, not
>>>>>>>>>>>>> being deprecated means "won't be removed" and likewise implies 
>>>>>>>>>>>>> support and
>>>>>>>>>>>>> development. I don't think either of the latter have been true 
>>>>>>>>>>>>> for years.
>>>>>>>>>>>>> What suggests this will change? A todo list is not going to do 
>>>>>>>>>>>>> anything,
>>>>>>>>>>>>> IMHO.
>>>>>>>>>>>>> >> >
>>>>>>>>>>>>> >> > I'm also concerned about the cost of that, which I have
>>>>>>>>>>>>> observed. GraphX PRs are almost certainly not going to be 
>>>>>>>>>>>>> reviewed because
>>>>>>>>>>>>> of its state. Deprecation both communicates that reality, and 
>>>>>>>>>>>>> leaves an
>>>>>>>>>>>>> option open, whereas not deprecating forecloses that option for a 
>>>>>>>>>>>>> while.
>>>>>>>>>>>>> >> >
>>>>>>>>>>>>> >> > I don't think the question is, does anyone use it?
>>>>>>>>>>>>> because anyone can continue to use it -- in Spark 3.x for sure, 
>>>>>>>>>>>>> and in 4.x
>>>>>>>>>>>>> if not removed.
>>>>>>>>>>>>> >> > You can't say nothing is removable until there are no
>>>>>>>>>>>>> users.
>>>>>>>>>>>>> >> >
>>>>>>>>>>>>> >> > Also, why would GraphFrames not be the logical home of
>>>>>>>>>>>>> this going forward anyway? which I think is the subtext.
>>>>>>>>>>>>> >> >
>>>>>>>>>>>>> >> > On Fri, Oct 4, 2024 at 4:56 PM Mark Hamstra <
>>>>>>>>>>>>> markhams...@gmail.com> wrote:
>>>>>>>>>>>>> >> >>
>>>>>>>>>>>>> >> >> I'm -1(*) because, while it technically means "might be
>>>>>>>>>>>>> removed in the
>>>>>>>>>>>>> >> >> future", I think developers and users are more prone to
>>>>>>>>>>>>> interpret
>>>>>>>>>>>>> >> >> something being marked as deprecated as "very likely
>>>>>>>>>>>>> will be removed
>>>>>>>>>>>>> >> >> in the future, so don't depend on this or waste your
>>>>>>>>>>>>> time contributing
>>>>>>>>>>>>> >> >> to its further development." I don't think the latter is
>>>>>>>>>>>>> what we want
>>>>>>>>>>>>> >> >> just because something hasn't been updated meaningfully
>>>>>>>>>>>>> in a while.
>>>>>>>>>>>>> >> >> There have been How To articles for GraphX and Graph
>>>>>>>>>>>>> Frames posted in
>>>>>>>>>>>>> >> >> the not too distant past, and the Google Search trend
>>>>>>>>>>>>> shows a pretty
>>>>>>>>>>>>> >> >> steady level of interest, not a decline to zero, so I
>>>>>>>>>>>>> don't think that
>>>>>>>>>>>>> >> >> it is accurate to declare that there is no use or
>>>>>>>>>>>>> interest in GraphX.
>>>>>>>>>>>>> >> >>
>>>>>>>>>>>>> >> >> Unless retaining GraphX is imposing significant costs on
>>>>>>>>>>>>> continuing
>>>>>>>>>>>>> >> >> Spark development, I can't support deprecating GraphX. I
>>>>>>>>>>>>> can support
>>>>>>>>>>>>> >> >> encouraging GraphX and Graph Frames development through
>>>>>>>>>>>>> something like
>>>>>>>>>>>>> >> >> a To Do list or document of "What we'd like to see in
>>>>>>>>>>>>> the way of
>>>>>>>>>>>>> >> >> further development of Spark's graph processing
>>>>>>>>>>>>> capabilities" -- i.e.,
>>>>>>>>>>>>> >> >> things that encourage and support new contributions to
>>>>>>>>>>>>> address any
>>>>>>>>>>>>> >> >> shortcomings in Spark's graph processing, not things
>>>>>>>>>>>>> that discourage
>>>>>>>>>>>>> >> >> contributions and use in the way that I believe simply
>>>>>>>>>>>>> declaring
>>>>>>>>>>>>> >> >> GraphX to be deprecated would.
>>>>>>>>>>>>> >> >>
>>>>>>>>>>>>> >> >>
>>>>>>>>>>>>> >> >> On Sun, Sep 29, 2024 at 11:04 AM Holden Karau <
>>>>>>>>>>>>> holden.ka...@gmail.com> wrote:
>>>>>>>>>>>>> >> >> >
>>>>>>>>>>>>> >> >> > Since we're getting close to cutting a 4.0 branch I'd
>>>>>>>>>>>>> like to float the idea of officially deprecating Graph X. What 
>>>>>>>>>>>>> that would
>>>>>>>>>>>>> mean (to me) is we would update the docs to indicate that Graph X 
>>>>>>>>>>>>> is
>>>>>>>>>>>>> deprecated and it's APIs may be removed at anytime in the future.
>>>>>>>>>>>>> >> >> >
>>>>>>>>>>>>> >> >> > Alternatively, we could mark it as "unmaintained and
>>>>>>>>>>>>> in search of maintainers" with a note that if no maintainers are 
>>>>>>>>>>>>> found, we
>>>>>>>>>>>>> may remove it in a future minor version.
>>>>>>>>>>>>> >> >> >
>>>>>>>>>>>>> >> >> > Looking at the source graph X, I don't see any
>>>>>>>>>>>>> meaningful active development going back over three years*. There 
>>>>>>>>>>>>> is even a
>>>>>>>>>>>>> thread on user@ from 2017 asking if graph X is maintained
>>>>>>>>>>>>> anymore, with no response from the developers.
>>>>>>>>>>>>> >> >> >
>>>>>>>>>>>>> >> >> > Now I'm open to the idea that GraphX is stable and
>>>>>>>>>>>>> "works as is" and simply doesn't require modifications but given 
>>>>>>>>>>>>> the user
>>>>>>>>>>>>> thread I'm a little concerned here about bringing this API with 
>>>>>>>>>>>>> us into
>>>>>>>>>>>>> Spark 4 if we don't have anyone signed up to maintain it.
>>>>>>>>>>>>> >> >> >
>>>>>>>>>>>>> >> >> > * Excluding globally applied changes
>>>>>>>>>>>>> >> >> > --
>>>>>>>>>>>>> >> >> > Twitter: https://twitter.com/holdenkarau
>>>>>>>>>>>>> >> >> > Fight Health Insurance:
>>>>>>>>>>>>> https://www.fighthealthinsurance.com/
>>>>>>>>>>>>> <https://linkprotect.cudasvc.com/url?a=https%3a%2f%2fwww.fighthealthinsurance.com%2f&c=E,1,9CeJ-bKUShnxOFZMc15zJG1qgfAB9rnSDzrmLzNiXb8qE0NXedNCoZy4HobcS7laOMqtvJzYjvDzjBld1FaCPZpOBW6cf1l_xaG4bEbjYoDpNG0zuQ9_K5TW&typo=1>
>>>>>>>>>>>>> >> >> > Books (Learning Spark, High Performance Spark, etc.):
>>>>>>>>>>>>> https://amzn.to/2MaRAG9
>>>>>>>>>>>>> <https://linkprotect.cudasvc.com/url?a=https%3a%2f%2famzn.to%2f2MaRAG9&c=E,1,HJPBNbN3nfUZcb0-2OgveqIE5I5lvPSv-bOfRXIprFdSsGMlNq15o6rueLf2ZQRfytMu0-t3IxSjYou2uuPzUrSAqJ0LV42n2hG8rnkkpN4AA5w4mQZFTs4,&typo=1>
>>>>>>>>>>>>> >> >> > YouTube Live Streams:
>>>>>>>>>>>>> https://www.youtube.com/user/holdenkarau
>>>>>>>>>>>>> >> >> > Pronouns: she/her
>>>>>>>>>>>>> >> >>
>>>>>>>>>>>>> >> >>
>>>>>>>>>>>>> ---------------------------------------------------------------------
>>>>>>>>>>>>> >> >> To unsubscribe e-mail: dev-unsubscr...@spark.apache.org
>>>>>>>>>>>>> >> >>
>>>>>>>>>>>>>
>>>>>>>>>>>>>
>>>>>>>>>>>>> ---------------------------------------------------------------------
>>>>>>>>>>>>> To unsubscribe e-mail: dev-unsubscr...@spark.apache.org
>>>>>>>>>>>>>
>>>>>>>>>>>>>

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