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Groups > linux.debian.maint.python > #15644 > unrolled thread
| Started by | Julian Gilbey <jdg@debian.org> |
|---|---|
| First post | 2024-03-25 19:20 +0100 |
| Last post | 2024-04-06 09:52 +0200 |
| Articles | 6 — 5 participants |
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Seeking a small group to package Apache Arrow (was: Bug#970021: RFP: apache-arrow -- cross-language development platform for in-memory analytics) Julian Gilbey <jdg@debian.org> - 2024-03-25 19:20 +0100
Bug#970021: Seeking a small group to package Apache Arrow (was: Bug#970021: RFP: apache-arrow -- cross-language development platform for in-memory analytics) Rene Engelhard <rene@debian.org> - 2024-03-29 21:00 +0100
Bug#970021: Seeking a small group to package Apache Arrow (was: Bug#970021: RFP: apache-arrow -- cross-language development platform for in-memory analytics) Julian Gilbey <julian@d-and-j.net> - 2024-03-30 21:30 +0100
Bug#970021: Seeking a small group to package Apache Arrow (was: Bug#970021: RFP: apache-arrow -- cross-language development platform for in-memory analytics) Julian Gilbey <julian@d-and-j.net> - 2024-03-31 13:30 +0200
Bug#970021: Seeking a small group to package Apache Arrow (was: Bug#970021: RFP: apache-arrow -- cross-language development platform for in-memory analytics) Dirk Eddelbuettel <edd@debian.org> - 2024-03-31 14:00 +0200
Bug#970021: Seeking a small group to package Apache Arrow (was: Bug#970021: RFP: apache-arrow -- cross-language development platform for in-memory analytics) Richard Duivenvoorde <richard@duiv.nl> - 2024-04-06 09:52 +0200
| From | Julian Gilbey <jdg@debian.org> |
|---|---|
| Date | 2024-03-25 19:20 +0100 |
| Subject | Seeking a small group to package Apache Arrow (was: Bug#970021: RFP: apache-arrow -- cross-language development platform for in-memory analytics) |
| Message-ID | <IlX5n-1Dj0-1@gated-at.bofh.it> |
Hi all,
[NB: sent to d-science, d-python, d-devel and the RFP bug; reply-to
set to d-science and the RFP bug only]
An update on Apache Arrow, and in particular the Python library
PyArrow. For those who don't know:
Apache Arrow is a development platform for in-memory analytics. It
contains a set of technologies that enable big data systems to
process and move data fast. It specifies a standardized
language-independent columnar memory format for flat and
hierarchical data, organized for efficient analytic operations on
modern hardware.
The project is developing a multi-language collection of libraries
for solving systems problems related to in-memory analytical data
processing. This includes such topics as:
* Zero-copy shared memory and RPC-based data movement
* Reading and writing file formats (like CSV, Apache ORC, and Apache
Parquet)
* In-memory analytics and query processing
(from: https://arrow.apache.org/docs/index.html)
Pandas has announced that Pandas 3.x will depend on PyArrow
in a critical way (it will back the "string" datatype), and it is due
to be released imminently.
So this is a plea for anyone looking for something really helpful to
do: it would be great to have a group of developers finally package
this! There was some initial work done (see the RFP bug report for
details: https://bugs.debian.org/cgi-bin/bugreport.cgi?bug=970021),
but that is fairly old now. As Apache Arrow supports numerous
languages, it may well benefit from having a group of developers with
different areas of expertise to build it. (Or perhaps it would make
more sense to split the upstream source into a collection of different
Debian source packages for the different supported languages. I don't
know.) Unfortunately I don't have the capacity to devote any time to
it myself.
Thanks in advance for anyone who can step forward for this!
Best wishes,
Julian
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| From | Rene Engelhard <rene@debian.org> |
|---|---|
| Date | 2024-03-29 21:00 +0100 |
| Subject | Bug#970021: Seeking a small group to package Apache Arrow (was: Bug#970021: RFP: apache-arrow -- cross-language development platform for in-memory analytics) |
| Message-ID | <Inqyl-2AVn-11@gated-at.bofh.it> |
| In reply to | #15644 |
Hi, Am 25.03.24 um 19:17 schrieb Julian Gilbey: > * Reading and writing file formats (like CSV, Apache ORC, and Apache > Parquet) liborcus supports this (Apache Parquet) if built with Apache Arrow. And thus makes LibreOffice being able to handle it. I didn't invest any time in Apache Arrow since I am already too low on time anyway and I deemed it too a "low popularity" thing anyway. > So this is a plea for anyone looking for something really helpful to > do: it would be great to have a group of developers finally package > this! Indeed. > There was some initial work done (see the RFP bug report for > details: https://bugs.debian.org/cgi-bin/bugreport.cgi?bug=970021), > but that is fairly old now. As Apache Arrow supports numerous > languages, it may well benefit from having a group of developers with > different areas of expertise to build it. (Or perhaps it would make > more sense to split the upstream source into a collection of different > Debian source packages for the different supported languages. I don't > know.) Would definitely make transitions easier. > Unfortunately I don't have the capacity to devote any time to > it myself. Dito. Regards, Rene
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| From | Julian Gilbey <julian@d-and-j.net> |
|---|---|
| Date | 2024-03-30 21:30 +0100 |
| Subject | Bug#970021: Seeking a small group to package Apache Arrow (was: Bug#970021: RFP: apache-arrow -- cross-language development platform for in-memory analytics) |
| Message-ID | <InNuV-2S5d-3@gated-at.bofh.it> |
| In reply to | #15644 |
Hi Diane, On Fri, Mar 29, 2024 at 11:49:07AM -0700, Diane Trout wrote: > On Mon, 2024-03-25 at 18:17 +0000, Julian Gilbey wrote: > > > > > > So this is a plea for anyone looking for something really helpful to > > do: it would be great to have a group of developers finally package > > this! There was some initial work done (see the RFP bug report for > > details: https://bugs.debian.org/cgi-bin/bugreport.cgi?bug=970021), > > but that is fairly old now. As Apache Arrow supports numerous > > languages, it may well benefit from having a group of developers with > > different areas of expertise to build it. (Or perhaps it would make > > more sense to split the upstream source into a collection of > > different > > Debian source packages for the different supported languages. I > > don't > > know.) Unfortunately I don't have the capacity to devote any time to > > it myself. > > > > Thanks in advance for anyone who can step forward for this! > > I've been maintain dask and anndata and saw that apache arrow was > getting increasingly popular. > > I took the current science-team preliminary packaging 7.0.0 packaging > and managed to get it to build through a combination of patches and > turning off features. > > I even mostly managed to get pyarrow to build. (Though some tests fail > due to pytest lazy-fixture being abandoned). > > I pushed my current work in progress to. > > https://salsa.debian.org/diane/arrow.git > > Was anyone else planning on working on it or should I push my updates > to the science-team package? Lovely to hear from you, and oh wow, that's amazing, thank you! I can't speak for anyone else, but I suggest that pushing your updates to the science-team package would be very sensible; it would be silly for someone else to have to redo your work. What more is needed for it to be ready for unstable? Best wishes, Julian
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| From | Julian Gilbey <julian@d-and-j.net> |
|---|---|
| Date | 2024-03-31 13:30 +0200 |
| Subject | Bug#970021: Seeking a small group to package Apache Arrow (was: Bug#970021: RFP: apache-arrow -- cross-language development platform for in-memory analytics) |
| Message-ID | <Io1xT-30TQ-1@gated-at.bofh.it> |
| In reply to | #15689 |
Hi Diane,
On Sat, Mar 30, 2024 at 08:59:39PM -0700, Diane Trout wrote:
> Hi Julian,
>
> On Sat, 2024-03-30 at 20:22 +0000, Julian Gilbey wrote:
> > Lovely to hear from you, and oh wow, that's amazing, thank you!
> >
> > I can't speak for anyone else, but I suggest that pushing your
> > updates
> > to the science-team package would be very sensible; it would be silly
> > for someone else to have to redo your work.
> >
> > What more is needed for it to be ready for unstable?
>
>
> The things I think are kind of broken are:
>
> We've got 7.0.0 and upstreams current version is 15.0.2.
Yes, that does seem a little less than ideal!
> the pyarrow 7.0.0 tests fail because it depends on a python test
> library that breaks with pytest 8.0. Either I need to disable the
> python tests or upgrade to a newer version.
It may well be that newer versions would work with pytest 8.x. I
don't think it's worth spending time trying to patch such a relatively
old version.
> My upgrade didn't go smoothly because uscan found also upstreams debian
> watch file which is too loose and matches some other tar balls on their
> distribution site.
>
> (Though I don't know why uscan keeps looking for watch files after
> finding one in debian/watch)
Oh dear. uscan(1) does say:
Unless --watchfile is given, uscan looks recursively for valid source
trees starting from the current directory (see the below section
"Directory name checking" for details).
and then:
For each valid source tree found, typically the following happens:
[...]
so yes, it will look at more than one location.
> And you were probably right in that arrow needs to be a team, because I
> have no idea how to get other the other languages interfaces packaged.
I suggest that without anyone else volunteering to do those other
language interfaces (perhaps it's not a pressing need for people
working with language X), I wonder whether it's worth just packaging
the Python (and presumably C++) interfaces for now, and then if others
want to join the effort to support language X later on, a new version
of the Debian package can be uploaded with a new binary package for
language X. It does mean more trips through the NEW queue if and when
that happens, but given that no-one's shown interest in language X for
the last several years, this is unlikely to be much of an issue.
Version 7.0 provided support (it seems) for: GLib (seems that a draft
framework for building this is already in the Debian package, and it
can then be used in lots of languages), C++ (this is the core
libraries), C# (not of interest to us), Go, Java, JavaScript, Julia,
Matlab (not of interest to us), Python, R, Ruby.
> Oh and I probably need to get the pyarrow installed somewhere, since it
> was stopping at the tests I hadn't run into dh_missing errors yet.
Oh. Would pybuild do that automatically (perhaps specifying
PYBUILD_PACKAGE)?
Best wishes,
Julian
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| From | Dirk Eddelbuettel <edd@debian.org> |
|---|---|
| Date | 2024-03-31 14:00 +0200 |
| Subject | Bug#970021: Seeking a small group to package Apache Arrow (was: Bug#970021: RFP: apache-arrow -- cross-language development platform for in-memory analytics) |
| Message-ID | <Io1Rf-310B-9@gated-at.bofh.it> |
| In reply to | #15690 |
Julian, Arrow is a complicated and large package. We use it at work (where there is a fair amount of Python, also to Conda etc) and do have issues with more complex builds especially because it is 'data infrastructure' and can come in from different parts. I would recommend against packaging at old one -- we also have seen issues with different (py)arrow version biting. Have you seen https://github.com/apache/arrow-nanoarrow ? It works via the C API to Arrow which interchanges data via two void* to the the two structs for arrow array and schema -- and avoids linkage issue. (In user space the pyarrow or R arrow packages can still be used also interfacing via these.) I have been using it for R package bindings for some time and we plan to expand that (again, at work) -- as do others. It is already use by duckdb, by the Arrow 'ADBC' interfaces (which are generic in the ODBC/JDBC sense but for Arrow, and also by a python interface to snowflake. Dirk -- dirk.eddelbuettel.com | @eddelbuettel | edd@debian.org
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| From | Richard Duivenvoorde <richard@duiv.nl> |
|---|---|
| Date | 2024-04-06 09:52 +0200 |
| Subject | Bug#970021: Seeking a small group to package Apache Arrow (was: Bug#970021: RFP: apache-arrow -- cross-language development platform for in-memory analytics) |
| Message-ID | <Iq8ZS-4oGU-3597@gated-at.bofh.it> |
| In reply to | #15644 |
On 3/25/24 7:17 PM, Julian Gilbey wrote: > So this is a plea for anyone looking for something really helpful to > do: it would be great to have a group of developers finally package > this! There was some initial work done (see the RFP bug report for > details: https://bugs.debian.org/cgi-bin/bugreport.cgi?bug=970021), > but that is fairly old now. As Apache Arrow supports numerous > languages, it may well benefit from having a group of developers with > different areas of expertise to build it. (Or perhaps it would make > more sense to split the upstream source into a collection of different > Debian source packages for the different supported languages. I don't > know.) Unfortunately I don't have the capacity to devote any time to > it myself. > > Thanks in advance for anyone who can step forward for this! As someone from the Debian-GIS community, I would also be very interested in this! The Apache Arrow C++ library is one of the dependencies to make GDAL/OGR able to read/write (geo)parquet files, a data format with a lot traction in the geo community [0]. Thereby making it possible for QGIS to handle those (on Debian). [0] https://cloudnativegeo.org/blog/2023/09/duckdb-the-indispensable-geospatial-tool-you-didnt-know-you-were-missing/ Regards, Richard Duivenvoorde
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