Re: [Numpy-discussion] pytest, fixture and parametrize

+1 for pytest parametrization and some of the more straight forward context managers like pytest.raises and so on +0.5 for the fancy fixture stuff in pytest (have to concede that this stuff can be really hard to reason about sometimes, especially with custom scoping decorators, but if it helps to

[Numpy-discussion] Possible Deprecation of np.ediff1d

Chuck suggested ( https://github.com/numpy/numpy/pull/11805#issuecomment-416069436 ) that we may want to consider deprecating np.ediff1d, which is perhaps not much more useful than np.diff, apart from having some arguably strange prepend / append behavior added in. Related discussion on SO:

[Numpy-discussion] ARMv8 / shippable addition to CI

Hi, Stefan & Matti wanted me to check on the mailing list about about adding ARMv8 (free / shippable service) to NumPy CI on github -- is anyone opposed to that? Only obvious drawback seems to be that the service sometimes seems a little unreliable, not that this is new to us; guess we could

Re: [Numpy-discussion] Reminder: weekly status meeting

What exactly would you like Cython wrappers for? Some of the C++ code in scipy/sparse/sparsetools? I see you have COO.from_scipy_sparse(x) in some pydata/sparse code paths, which presumably you'd like to avoid or improve? On Thu, 25 Oct 2018 at 03:41, Hameer Abbasi wrote: > Hi! > > Sorry to

Re: [Numpy-discussion] align `choices` and `sample` with Python `random` module

I think the current random infrastructure is mostly considered frozen anyway, even for bugfixes, given the pending NEP to produce a new random infrastructure and the commitment therein to guarantee that old random streams behave the same way given their extensive use in testing and so on. Maybe

[Numpy-discussion] ANN: SciPy 1.2.0rc2 -- please test

nka * Eric Quintero * Pradeep Reddy Raamana + * Vyas Ramasubramani + * Ramon Viñas + * Tyler Reddy * Joscha Reimer * Antonio H Ribeiro * richardjgowers + * Rob + * robbystk + * Lucas Roberts + * rohan + * Joaquin Derrac Rus + * Josua Sassen + * Bruce Sharpe + * Max Shinn + * Scott Sievert * Sourav Singh *

[Numpy-discussion] ANN: SciPy 1.2.0rc1 -- please test

c Quintero * Pradeep Reddy Raamana + * Vyas Ramasubramani + * Ramon Viñas + * Tyler Reddy * Joscha Reimer * Antonio H Ribeiro * richardjgowers + * Rob + * robbystk + * Lucas Roberts + * rohan + * Joaquin Derrac Rus + * Josua Sassen + * Bruce Sharpe + * Max Shinn + * Scott Sievert * Sourav Singh * Strah

Re: [Numpy-discussion] timedelta64 remainder behavior with div by 0

, 8 Jan 2019 at 10:05 Stefan van der Walt > wrote: > >> On Tue, 08 Jan 2019 09:57:03 -0800, Tyler Reddy wrote: >> > np.timedelta64(5) % np.timedelta64(0) -> numpy.timedelta64(0) >> > >> > In contrast, np.float64(1) % np.float64(0) -> nan >&g

[Numpy-discussion] timedelta64 remainder behavior with div by 0

We are now at the stage of implementing the timedelta64 divmod inner loop given very recent additions of floordiv and remainder inner loops for this data type. However, there is some contention about a previous decision regarding modulus behavior that we'd like to resolve before we bake it in to

Re: [Numpy-discussion] CI Testing

Could initially try just adding some "bonus" jobs (that are useful / nice, but we can't afford to add to current CI load) as a trial maybe, and if the free version or a deal / offer on better services proves more expedient than what we currently have then progressively migrate if / as appropriate.

Re: [Numpy-discussion] CI Testing

Hi Allan, That's pretty cool -- I should follow-up on the CI part of it! Tyler On Wed, 12 Sep 2018 at 20:18, Allan Haldane wrote: > On 09/12/2018 08:14 PM, Tyler Reddy wrote: > > Would also be cool to have native ppc64 arch in CI, but I checked > > briefly with IBM and no s

[Numpy-discussion] BIDS / NumPy community meeting April 3/ 2019

Hi, A reminder of the NumPy community meeting scheduled for 12pm Pacific time tomorrow, April 3/ 2019. There's a work in progress document with a community topics section that may be edited: https://hackmd.io/30eMeRnDQCSW7yDOG05gxA?view ___

[Numpy-discussion] NumPy - BIDS / community meeting March 27

Hi, A reminder of the weekly call tomorrow (March 27) at 12 pm Pacific Time, with work in progress meeting notes here: https://hackmd.io/kPZJ6E4aTa-27fsEsgY2Sw?view There's a section for community-suggested topics. ___ NumPy-Discussion mailing list

[Numpy-discussion] Weekly BIDS / community meeting

Hi, Just a reminder of the weekly meeting in a few hours today, March 6, at 12 pm Pacific time. The document with a space for community suggested topics & video conference link is available here: https://hackmd.io/4JBjLkbCS02nELfckJWB5Q?view ___

[Numpy-discussion] BIDS / NumPy Community Meeting tomorrow (March 20th)

Hi, Just a reminder of the community meeting tomorrow at 12 pm Pacific time. There's a section for community suggested topics in the work-in-progress document that can be edited here: https://hackmd.io/c_SRuI0GTNKBZHzsRX9wSw?view ___ NumPy-Discussion

[Numpy-discussion] BIDS / community call March 13

Hi, A reminder of our weekly community call tomorrow, March 13th, at 12 pm Pacific Time. Note that we recently started Daylight Savings Time in California, so some locations may experience a relative time difference. There's a section for community-suggested topics in the meeting document that

[Numpy-discussion] Reminder: weekly status meeting Feb. 13 at 12:00 Pacific Time

Draft agenda: https://hackmd.io/f_e6dnssTkuIC0Pa0TEV6w?view There is a section for community suggested topics, feel free to join the conversation and add in topics that need attention. BIDS team ___ NumPy-Discussion mailing list

[Numpy-discussion] Reminder: weekly status meeting Feb. 6 at 12:00 Pacific Time

Draft agenda: https://hackmd.io/5AUINxNfS3iN0txIaN32HA?view There is a section for community suggested topics, feel free to join the conversation and add in topics that need attention. BIDS team ___ NumPy-Discussion mailing list

[Numpy-discussion] ANN: SciPy 1.2.1

* Ralf Gommers * Eric Moore * Tyler Reddy Issues closed for 1.2.1 * `#9606 <https://github.com/scipy/scipy/issues/9606>`__: SyntaxError: Non-ASCII character '\xe2' in file scipy/stats/_continuous_distns.py on line 3346, but no encoding declared * `#9608 <https://g

Re: [Numpy-discussion] Does numpy depend upon a Fortran library?

I have a different view on the assessments in this thread, having built OpenBLAS manually a number of times on different platforms now. Those shared objects packed in the wheel, including libgfortran and libquadmath, are proper runtime dependencies for the OpenBLAS library we ship with wheels,

[Numpy-discussion] Weekly NumPy Community Meeting -- April 17/ 2019

Hi All, There will be a community meeting tomorrow, April 17, at 12 pm Pacific Time. Anyone may join & contribute to the work in progress meeting document available here: https://hackmd.io/a03zhF4TSsewJp_fXXXwOQ?view Best wishes, Tyler ___

[Numpy-discussion] Weekly Community Meeting -- June 5/ 2019

Hi, There will be a weekly community call on June 5/ 2019--anyone may join and edit the work-in-progress meeting notes: https://hackmd.io/5fKOqla6SIqKJMtB7w5Law?view The conference call link should be in that document. Best wishes, Tyler ___

Re: [Numpy-discussion] Weekly Community Meeting -- June 5/ 2019

11 am Pacific Time On Tue, 4 Jun 2019 at 16:14, Tyler Reddy wrote: > Hi, > > There will be a weekly community call on June 5/ 2019--anyone may join and > edit the work-in-progress meeting notes: > https://hackmd.io/5fKOqla6SIqKJMtB7w5Law?view > > The confer

[Numpy-discussion] Community Call -- May 29/ 2019

Hi, There will be a NumPy Community Call on May 29/ 2019 at 11 am Pacific Time. Anyone may join and edit the work-in-progress meeting notes: https://hackmd.io/Au2YB5QpQjyFUcCfdT1efw?view I think we still need to sort out a link / medium for the call--hopefully that will get added to the document

[Numpy-discussion] ANN: SciPy 1.2.2 (LTS)

compared to 1.2.1. Importantly, the SciPy 1.2.2 wheels are built with OpenBLAS 0.3.7.dev to alleviate issues with SkylakeX AVX512 kernels. Authors == * CJ Carey * Tyler Dawson + * Ralf Gommers * Kai Striega * Andrew Nelson * Tyler Reddy * Kevin Sheppard + A total of 7 people contributed

Re: [Numpy-discussion] Community Call -- May 29/ 2019

I added a zoom link to the meeting notes--we'll be capped at 40 minutes time with my free account though. On Tue, 28 May 2019 at 12:02, Tyler Reddy wrote: > Hi, > > There will be a NumPy Community Call on May 29/ 2019 at 11 am Pacific > Time. Anyone may join and edit the work

Re: [Numpy-discussion] Moving forward with value based casting

A few thoughts: - We're not trying to achieve systematic guards against integer overflow / wrapping in ufunc inner loops, right? The performance tradeoffs for a "result-based" casting / exception handling addition would presumably be controversial? I know there was some discussion about having an

[Numpy-discussion] ANN: SciPy 1.3.0rc2 -- please test

ka + * Magnus + * Nikolay Mayorov * Mark Mikofski * Jarrod Millman * Markus Mohrhard + * Eric Moore * Andrew Nelson * Aki Nishimura + * OGordon100 + * Petar Mlinarić + * Stefan Peterson * Matti Picus + * Ilhan Polat * Aaron Pries + * Matteo Ravasi + * Tyler Reddy * Ashton Reimer + * Joscha Reimer * rf

[Numpy-discussion] NumPy Community Meeting -- May 15/ 2019

Hi, There will be a community meeting at 12 pm Pacific Time on May 15/ 2019. Anyone is free to join and edit the work in progress meeting notes: https://hackmd.io/M-ef_Fu5QOOitACnyoO0kQ?view Best wishes, Tyler ___ NumPy-Discussion mailing list

[Numpy-discussion] Community Call -- May 22 (New time / platform)

Hi, Starting from this week, the community meetings will be at a new time (11 am Pacific Time) and on a new meeting platform (see the linked doc). Anyone is free to join and edit the work-in-progress meeting notes: https://hackmd.io/bQoK2wuaQV2hJSVuoBUUtg?view Best wishes, Tyler

[Numpy-discussion] NumPy Community Meeting on May 1/ 2019

Hi, There will be a NumPy community meeting at 12 pm Pacific Time on May 1/ 2019. Anyone may join & edit the work in progress meeting notes available here: https://hackmd.io/MzSVnXjiR7ykM6ocNKAOxg?view Best wishes, Tyler ___ NumPy-Discussion mailing

Re: [Numpy-discussion] ANN: SciPy 1.3.0rc1 -- please test

of those releases have effectively broken linear algebra behavior for wheels with the OpenBLAS versions they are distributed with, but I want to be sure before investing time in updating two release branches obviously! On Fri, 26 Apr 2019 at 18:25, Tyler Reddy wrote: > -BEGIN PGP SIGNED MESS

[Numpy-discussion] ANN: SciPy 1.3.0rc1 -- please test

s + * Ilhan Polat * Aaron Pries + * Matteo Ravasi + * Tyler Reddy * Ashton Reimer + * Joscha Reimer * rfezzani + * Riadh + * Lucas Roberts * Heshy Roskes + * Mirko Scholz + * Taylor D. Scott + * Srikrishna Sekhar + * Kevin Sheppard + * Sourav Singh * skjerns + * Kai Striega * SyedSaifAliAlvi + * Go

[Numpy-discussion] NumPy Community Meeting May 8/ 2019

Hi, There will be a NumPy Community meeting at 12 pm Pacific Time on May 8/ 2019. Anyone is welcome to join and edit the work in progress meeting document: https://hackmd.io/M-ef_Fu5QOOitACnyoO0kQ?view Best wishes, Tyler ___ NumPy-Discussion mailing

Re: [Numpy-discussion] Using a pyproject.toml file

For what it's worth, pyproject.toml seems to have been adopted without much friction in SciPy. In some CI runs in SciPy, we use something like "pip wheel --no-build-isolation -v -v -v" to disable the isolation in any case. I suppose NumPy is indeed even closer to the base of the ecosystem, but

[Numpy-discussion] NumPy community meeting April 24/ 2019

Hi, There will be a NumPy community meeting at 12 pm Pacific Time on April 24/ 2019. Anyone is welcome to join & edit the meeting notes available here: https://hackmd.io/a03zhF4TSsewJp_fXXXwOQ?view ___ NumPy-Discussion mailing list

[Numpy-discussion] BIDS / NumPy community meeting April 10/ 2019

Hi, A reminder of the community call scheduled for April 10/ 2019 at 12 pm Pacific Time. There's a section for community-suggested topics on the draft meeting document that may be edited here: https://hackmd.io/WVHUbdriRe26t6s09HjEhA?view ___

Re: [Numpy-discussion] Using hypothesis in testing

I think the pros outweigh the cons -- I'll comment briefly on the PR. On Mon, 9 Sep 2019 at 02:41, Matti Picus wrote: > We have discussed using the hypothesis package to generate test cases at a > few meetings informally. At the EuroSciPy sprint, kitchoi took up the > challenge and issued a

[Numpy-discussion] ANN: SciPy 1.3.1

* Yu Feng * Evgeni Burovski * Sturla Molden * Tapasweni Pathak * Eric Larson * Peter Bell * Carlos Ramos Carreño + * Ralf Gommers * David Hagen * Antony Lee * Ayappan P * Tyler Reddy * Pauli Virtanen A total of 15 people contributed to this release. People with a "+" by their names c

[Numpy-discussion] ANN: SciPy 1.3.2

. Authors === * CJ Carey * Dany Vohl * Martin Gauch + * Ralf Gommers * Matt Haberland * Eric Larson * Nikolay Mayorov * Sam McCormack + * Andrew Nelson * Tyler Reddy * Pauli Virtanen * Huize Wang + * Warren Weckesser * Joseph Weston + A total of 14 people contributed to this release. People

[Numpy-discussion] ANN: SciPy 1.3.3

to 1.3.2. In particular, a test suite issue involving multiprocessing was fixed for Windows and Python 3.8 on macOS. Wheels were also updated to place msvcp140.dll at the appropriate location, which was previously causing issues. Authors === Ilhan Polat Tyler Reddy Ralf Gommers Issues closed

[Numpy-discussion] ANN: SciPy 1.4.1

an older version of pybind11 may cause a segmentation fault when imported alongside incompatible libraries. Authors == * Ralf Gommers * Tyler Reddy Issues closed for 1.4.1 - * `#11237 <https://github.com/scipy/scipy/issues/11237>`__: Seg fault when importing

[Numpy-discussion] ANN: SciPy 1.2.3 (LTS)

features compared to 1.2.2. It is part of the long-term support (LTS) release series for Python 2.7. Authors === * Geordie McBain * Matt Haberland * David Hagen * Tyler Reddy * Pauli Virtanen * Eric Larson * Yu Feng * ananyashreyjain * Nikolay Mayorov * Evgeni Burovski * Warren Weckesser Issues

[Numpy-discussion] ANN: SciPy 1.5.3

available and a compatibility issue with XCode 12 has been fixed. Authors == * Peter Bell * CJ Carey * Thomas Duvernay + * Gregory Lee * Eric Moore * odidev * Dima Pasechnik * Tyler Reddy * Simon Segerblom Rex + * Daniel B. Smith * Will Tirone + * Warren Weckesser A total of 12 people contributed

[Numpy-discussion] ANN: SciPy 1.5.1

been fixed. Authors === * Peter Bell * Loïc Estève * Philipp Thölke + * Tyler Reddy * Paul van Mulbregt * Pauli Virtanen * Warren Weckesser A total of 7 people contributed to this release. People with a "+" by their names contributed a patch for the first time. This lis

[Numpy-discussion] ANN: SciPy 1.5.2

* Sturla Molden * Andrew Nelson * ofirr + * Sambit Panda * Ilhan Polat * Tyler Reddy * Atsushi Sakai * Pauli Virtanen A total of 13 people contributed to this release. People with a "+" by their names contributed a patch for the first time. This list of names is automatically generate

[Numpy-discussion] ANN: SciPy 1.5.4

are now available for Python 3.9 and a more complete fix has been applied for issues building with XCode 12. Authors == * Peter Bell * CJ Carey * Andrew McCluskey + * Andrew Nelson * Tyler Reddy * Eli Rykoff + * Ian Thomas + A total of 7 people contributed to this release. People

Re: [Numpy-discussion] NumPy 1.21.0 release

Thanks Chuck! ___ NumPy-Discussion mailing list NumPy-Discussion@python.org https://mail.python.org/mailman/listinfo/numpy-discussion

[Numpy-discussion] ANN: SciPy 1.6.3

* Matt Haberland * Peter Mahler Larsen * Tirth Patel * Tyler Reddy * Pamphile ROY + * Xingyu Liu + A total of 8 people contributed to this release. People with a "+" by their names contributed a patch for the first time. This list of names is automatically generated, and may not be fully c

[Numpy-discussion] ANN: SciPy 1.6.2

upper bounds on some dependencies to improve the long-term repeatability of source builds. Authors == * Pradipta Ghosh + * Tyler Reddy * Ralf Gommers * Martin K. Scherer + * Robert Uhl * Warren Weckesser A total of 6 people contributed to this release. People with a "+" by their n

[Numpy-discussion] ANN: SciPy 1.6.1

ded. Authors == * Peter Bell * Evgeni Burovski * CJ Carey * Ralf Gommers * Peter Mahler Larsen * Cheng H. Lee + * Cong Ma * Nicholas McKibben * Nikola Forró * Tyler Reddy * Warren Weckesser A total of 11 people contributed to this release. People with a "+" by their names contri

[Numpy-discussion] ANN: SciPy 1.7.1

red to 1.7.0. Authors === * Peter Bell * Evgeni Burovski * Justin Charlong + * Ralf Gommers * Matti Picus * Tyler Reddy * Pamphile Roy * Sebastian Wallkötter * Arthur Volant A total of 9 people contributed to this release. People with a "+" by their names contributed a patch for the

[Numpy-discussion] ANN: SciPy 1.7.3

elease Notes = SciPy 1.7.3 is a bug-fix release that provides binary wheels for MacOS arm64 with Python 3.8, 3.9, and 3.10. The MacOS arm64 wheels are only available for MacOS version 12.0 and greater, as explained in Issue 14688, linked below. Authors == * Anirudh Dagar * Ralf Gommers *

[Numpy-discussion] ANN: SciPy 1.7.2

d * Nicholas McKibben * Ilhan Polat * Judah Rand + * Tyler Reddy * Pamphile Roy * Charles Harris * Matti Picus * Hugo van Kemenade * Jacob Vanderplas A total of 14 people contributed to this release. People with a "+" by their names contributed a patch for the first time. This list of names is a

[Numpy-discussion] Re: NEP draft for the future behaviour of scalar promotion

I added a few comments on the PR. The main comments of substance I had boil down to: - consistency with other programming languages/major frameworks (perhaps a few more "examples of consistency" for the new approach with others may help strengthen the arguments?)--I know JAX was mentioned, and

[Numpy-discussion] ANN: SciPy 1.11.3

Dagar (2) * drestebon (1) + * Ralf Gommers (5) * Matt Haberland (2) * Julien Jerphanion (1) * Uwe L. Korn (1) + * Ellie Litwack (2) * Andrew Nelson (5) * Bharat Raghunathan (1) * Tyler Reddy (37) * Søren Fuglede Jørgensen (2) * Hielke Walinga (1) + * Warren Weckesser (1) * Bernhard M. Wiedemann (1

[Numpy-discussion] ANN: SciPy 1.11.2

. Authors === * Name (commits) * Evgeni Burovski (2) * CJ Carey (3) * Dieter Werthmüller (1) * elbarso (1) + * Ralf Gommers (2) * Matt Haberland (1) * jokasimr (1) + * Thilo Leitzbach (1) + * LemonBoy (1) + * Ellie Litwack (2) + * Sturla Molden (1) * Andrew Nelson (5) * Tyler Reddy (39) * Daniel Schmitz

[Numpy-discussion] ANN: SciPy 1.8.1

. Authors == * Henry Schreiner * Maximilian Nöthe * Sebastian Berg (1) * Sameer Deshmukh (1) + * Niels Doucet (1) + * DWesl (4) * Isuru Fernando (1) * Ralf Gommers (4) * Matt Haberland (1) * Andrew Nelson (1) * Dimitri Papadopoulos Orfanos (1) + * Tirth Patel (3) * Tyler Reddy (46) * Pamphile

[Numpy-discussion] ANN: SciPy 1.9.1

. Authors == * Anirudh Dagar (1) * Ralf Gommers (12) * Matt Haberland (2) * Andrew Nelson (1) * Tyler Reddy (14) * Atsushi Sakai (1) * Eli Schwartz (1) * Warren Weckesser (2) A total of 8 people contributed to this release. People with a "+" by their names contributed a patch for the

[Numpy-discussion] ANN: SciPy 1.9.3

(2) * Matt Haberland (15) * Lakshaya Inani (1) + * Joseph T. Iosue (1) * Nathan Jacobi (1) + * jmkuebler (1) + * Nikita Karetnikov (1) + * Lechnio (1) + * Nicholas McKibben (1) * Andrew Nelson (1) * o-alexandre-felipe (1) + * Tirth Patel (1) * Tyler Reddy (51) * Martin Reinecke (1) * Marie Roald (1

[Numpy-discussion] ANN: SciPy 1.9.2

. Authors == * Hood Chatham (1) * Thomas J. Fan (1) * Ralf Gommers (22) * Matt Haberland (5) * Julien Jerphanion (1) * Loïc Estève (1) * Nicholas McKibben (2) * Naoto Mizuno (1) * Andrew Nelson (3) * Tyler Reddy (28) * Pamphile Roy (1) * Ewout ter Hoeven (2) * Warren Weckesser (1) * Meekail Zain (1

[Numpy-discussion] Re: Road to NumPy 2.0

For NEP 47/array API standard, do we have a sense for how far off numpy.array_api is from passing a tagged version of the conformance test suite? Can you do something like "import numpy.array_api as np" and then "export ARRAY_API_TESTS_MODULE=numpy"? Probably not exactly that, but you likely know

[Numpy-discussion] ANN: SciPy 1.10.1

) * Brett Graham (1) + * Matt Haberland (5) * Alex Herbert (1) + * Ganesh Kathiresan (2) + * Rishi Kulkarni (1) + * Loïc Estève (1) * Michał Górny (1) + * Jarrod Millman (1) * Andrew Nelson (4) * Tyler Reddy (50) * Pamphile Roy (2) * Eli Schwartz (2) * Tomer Sery (1) + * Kai Striega (1) * Jacopo Tissino

[Numpy-discussion] ANN: SciPy 1.11.1

compared to 1.11.0. In particular, a licensing issue discovered after the release of 1.11.0 has been addressed. Authors === * Name (commits) * h-vetinari (1) * Robert Kern (1) * Ilhan Polat (4) * Tyler Reddy (8) A total of 4 people contributed to this release. People with a "+" by t

[Numpy-discussion] ANN: SciPy 1.11.4

) * Nikolay Mayorov (2) * Melissa Weber Mendonça (1) * Tirth Patel (1) * Tyler Reddy (22) * Dan Schult (3) * Nicolas Vetsch (1) + A total of 9 people contributed to this release. People with a "+" by their names contributed a patch for the first time. This list of names is automatically generate

[Numpy-discussion] ANN: SciPy 1.13.0rc1 -- please test

Ilhan Polat (30) * Quentin Barthélemy (1) * Tyler Reddy (81) * Pamphile Roy (10) * Atsushi Sakai (4) * Daniel Schmitz (10) * Dan Schult (16) * Eli Schwartz (4) * Stefanie Senger (1) + * Scott Shambaugh (2) * Kevin Sheppard (2) * sidsrinivasan (4) + * Samuel St-Jean (1) * Albert Steppi (30) * Adam J. Ste