build 1.8.0 #198

h-vetinari · 2021-12-12T07:59:26Z

More submodules! 🙃

conda-forge-linter · 2021-12-12T07:59:29Z

Hi! This is the friendly automated conda-forge-linting service.

I just wanted to let you know that I linted all conda-recipes in your PR (recipe) and found it was in an excellent condition.

h-vetinari · 2021-12-12T09:08:21Z

I updated the import tests in light of scipy/scipy#14360.

All the previously tested underscore-less imports are mentioned under PRIVATE_BUT_PRESENT_MODULES, and therefore can be removed. The only exception is scipy.signal.sigtools, which presumably was an oversight. I commented upstream.

h-vetinari · 2021-12-12T12:41:37Z

@rgommers @tylerjereddy

There seems to be a segfault with the windows builds regarding PROPACK, and it's not ameliorated by moving to vs2019.

[...]
sparse/linalg/_eigen/tests/test_svds.py::Test_SVDS_PROPACK::test_svd_simple[aslinearoperator-True-False-3-A1] PASSED [ 63%]
sparse/linalg/_eigen/tests/test_svds.py::Test_SVDS_PROPACK::test_svd_simple[aslinearoperator-True-False-4-A0] SKIPPED [ 63%]
sparse/linalg/_eigen/tests/test_svds.py::Test_SVDS_PROPACK::test_svd_simple[aslinearoperator-True-False-4-A1] PASSED [ 63%]
Windows fatal exception: access violation

Thread 0x00001a0c (most recent call first):
  File "C:\bld\scipy_1639306043924\_test_env\lib\threading.py", line 306 in wait
  File "C:\bld\scipy_1639306043924\_test_env\lib\thWindows fatal exception: raccess violatione

ading.py", line 558 in wait
  File "C:\bld\scipy_1639306043924\_test_env\lib\threading.py", line 1252 in run
  File "C:\bld\scipy_1639306043924\_test_env\lib\threading.py", line 932 in _bootstrap_inner
  File "C:\bld\scipy_1639306043924\_test_env\lib\threading.py", line 890 in _bootstrap

Current thread 0x00001570 (most recent call first):
  File "C:\bld\scipy_1639306043924\_test_env\lib\site-packages\scipy\sparse\linalg\_svdp.py", line 307 in _svdp
  File "C:\bld\scipy_1639306043924\_test_env\lib\site-packages\scipy\sparse\linalg\_eigen\_svds.py", line 316 in svds
  File "C:\bld\scipy_1639306043924\_test_env\lib\site-packages\scipy\sparse\linalg\_eigen\tests\test_svds.py", line 579 in test_svd_linop
  File "C:\bld\scipy_1639306043924\_test_env\lib\site-packages\_pytest\python.py", line 183 in pytest_pyfunc_call
  File "C:\bld\scipy_1639306043924\_test_env\lib\site-packages\pluggy\_callers.py", line 39 in _multicall
  File "C:\bld\scipy_1639306043924\_test_env\lib\site-packages\pluggy\_manager.py", line 80 in _hookexec
  File "C:\bld\scipy_1639306043924\_test_env\lib\site-packages\pluggy\_hooks.py", line 265 in __call__
  File "C:\bld\scipy_1639306043924\_test_env\lib\site-packages\_pytest\python.py", line 1641 in runtest
  File "C:\bld\scipy_1639306043924\_test_env\lib\site-packages\_pytest\runner.py", line 162 in pytest_runtest_call
  File "C:\bld\scipy_1639306043924\_test_env\lib\site-packages\pluggy\_callers.py", line 39 in _multicall
  File "C:\bld\scipy_1639306043924\_test_env\lib\site-packages\pluggy\_manager.py", line 80 in _hookexec
  File "C:\bld\scipy_1639306043924\_test_env\lib\site-packages\pluggy\_hooks.py", line 265 in __call__
  File "C:\bld\scipy_1639306043924\_test_env\lib\site-packages\scipy\_lib\_testutils.py", line 69 in __call__
  File "<string>", line 1 in <module>
sparse/linalg/_eigen/tests/test_svds.py::Test_SVDS_PROPACK::test_svd_linop 
(%PREFIX%) %SRC_DIR%>IF -1073741819 NEQ 0 exit /B 1

I don't have time to investigate this right now, but wanted to let you know.

rgommers · 2021-12-12T12:43:01Z

Argh. Cc @mckib2, @mdhaber. Maybe one of you has seen this before or has an idea?

mdhaber · 2021-12-12T13:48:52Z

I don't remember segfaults while working with PROPACK. Do you, @mckib2?
I'll check the development issues/PRs though.
Update: we did get segfaults on Windows during development, but we thought they were fixed. I'm not sure if this is the same kind. We'll take a closer look.

mckib2 · 2021-12-12T22:45:58Z

No, I these segfaults look like a new development to me. I'm hobbled on Windows right now (can't figure out how to build scipy), but I'll try again this evening to see if I can move the needle. Are there updates to the existing Windows build guide we're aware of that just haven't been written up yet?

mckib2 · 2021-12-12T22:55:53Z

This seems very related: #15108

These jobs are using conda-forge which looks like it doesn't use OpenBLAS

h-vetinari · 2021-12-13T01:21:35Z

OK, the bug seems to be related to blas/lapack, and more specifically, involving MKL. In particular, this combination

    libblas:                 3.9.0-12_win64_mkl        conda-forge
    libcblas:                3.9.0-12_win64_mkl        conda-forge
    liblapack:               3.9.0-12_win64_mkl        conda-forge
    mkl:                     2021.4.0-h0e2418a_729     conda-forge

failed, while the reference lapack works:

    libblas:                 3.9.0-5_hd5c7e75_netlib   conda-forge
    libcblas:                3.9.0-5_hd5c7e75_netlib   conda-forge
    liblapack:               3.9.0-5_hd5c7e75_netlib   conda-forge

I'll check if the issue also appears with openblas, but since MKL is the default in conda-forge for windows, this definitely needs fixing, IMO.

h-vetinari · 2021-12-13T02:48:53Z

The segfault also appears with openblas, but - interestingly - not with blis.

mckib2 · 2021-12-15T03:02:18Z

From the CI failures, it looks like only builds on Windows fail? I've been at it for hours again and still haven't been able to resurrect my Windows build, so I'm not sure what kind of help I can be until I get this sorted on my end

h-vetinari · 2021-12-15T05:15:24Z

From the CI failures, it looks like only builds on Windows fail?

Yes, it's only windows. Actually, even more specifically - only with the OpenBLAS or MKL flavours of blas/lapack; Netlib & Blis don't run into the same issues for some reason.

h-vetinari · 2021-12-15T11:04:39Z

New segfault on osx64, but only for python 3.10. Haven't verified all that has changed in the last 2 days, but at least pythran 0.11 got released, which might be a hint?

sparse/linalg/_eigen/tests/test_svds.py::Test_SVDS_LOBPCG::test_svd_simple[asarray-False-True-4-A0] SKIPPED [ 62%]
sparse/linalg/_eigen/tests/test_svds.py::Test_SVDS_LOBPCG::test_svd_simple[asarray-False-True-4-A1] SKIPPED [ 62%]
sparse/linalg/_eigen/tests/test_svds.py::Test_SVDS_LOBPCG::test_svd_simple[asarray-False-False-1-A0] PASSED [ 62%]
Fatal Python error: Segmentation fault

Current thread 0x000000010b4bfdc0 (most recent call first):
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/scipy/linalg/_decomp.py", line 547 in eigh
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/scipy/sparse/linalg/_eigen/lobpcg/lobpcg.py", line 361 in lobpcg
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/scipy/sparse/linalg/_eigen/_svds.py", line 309 in svds
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/scipy/sparse/linalg/_eigen/tests/test_svds.py", line 497 in test_svd_simple
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/_pytest/python.py", line 183 in pytest_pyfunc_call
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/pluggy/_callers.py", line 39 in _multicall
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/pluggy/_manager.py", line 80 in _hookexec
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/pluggy/_hooks.py", line 265 in __call__
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/_pytest/python.py", line 1641 in runtest
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/_pytest/runner.py", line 162 in pytest_runtest_call
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/pluggy/_callers.py", line 39 in _multicall
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/pluggy/_manager.py", line 80 in _hookexec
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/pluggy/_hooks.py", line 265 in __call__
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/_pytest/runner.py", line 255 in <lambda>
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/_pytest/runner.py", line 311 in from_call
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/_pytest/runner.py", line 254 in call_runtest_hook
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/_pytest/runner.py", line 215 in call_and_report
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/_pytest/runner.py", line 126 in runtestprotocol
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/_pytest/runner.py", line 109 in pytest_runtest_protocol
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/pluggy/_callers.py", line 39 in _multicall
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/pluggy/_manager.py", line 80 in _hookexec
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/pluggy/_hooks.py", line 265 in __call__
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/_pytest/main.py", line 348 in pytest_runtestloop
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/pluggy/_callers.py", line 39 in _multicall
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/pluggy/_hooks.py", line 265 in __call__
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/_pytest/config/__init__.py", line 162 in main
  File "/Users/runner/miniforge3/conda-bld/[...]/lib/python3.10/site-packages/scipy/_lib/_testutils.py", line 69 in __call__
  File "<string>", line 1 in <module>

CC @serge-sans-paille

rgommers · 2021-12-15T12:07:18Z

There is no Pythran usage in sparse.linalg. Also, we haven't enabled Pythran 0.11 yet in the 1.8.x release branch, because it was released after we created the branch - current condition is >=0.9.12,<0.11. We may bump it now.

h-vetinari · 2021-12-15T21:50:52Z

@martin-frbg, maybe you could opine here? There's a segfault in the new scipy release with openblas (also happens for MKL), but not with netlib.

The segfault occurs in the test suite, but the following is enough to trigger very likely the same problem on my windows machine (using the artefacts from this PR**; adapted from here):

import numpy as np
from scipy.sparse.linalg import svds

a = np.array([[1, 2, 4], [4, 5, 4], [4, 4, 1]], dtype=np.complex64)
result = svds(a, k=1, solver='propack')

** to use the build from this PR, download the artefact, unzip it, then unzip it again, and once you have a folder containing channeldata.json, do:

conda create -n test_env -c "path/to/unpacked/folder" -c conda-forge scipy libblas=*=*openblas

WarrenWeckesser · 2021-12-16T17:04:48Z

From the CI failures, it looks like only builds on Windows fail?

Yes, it's only windows.

At this point, we don't know if it is the same issue as the crashes encountered here, but the seg. fault that I reported in scipy/scipy#15108 is on Linux. I get the seg. fault when I build SciPy with conda-installed numpy (so it gets MKL), but not when I pip-install everything (which uses OpenBLAS).

In my few experiments, the crashes only occurred with complex input. If that is the case in general, a pragmatic work-around might be to disallow complex input when the PROPACK method is used in SciPy 1.8.0, and see if the problem with complex input can be fixed for 1.8.1.

martin-frbg · 2021-12-16T18:36:25Z

Any chance to see a backtrace (faulthandler.py or whatever) - I am not too keen to install the whole thing, conda and all on Windows right now.

tylerjereddy · 2021-12-18T23:13:13Z

One thing I'd appreciate here is a quick ping letting me know if, in your opinion, I should delay the release of the next SciPy release candidate (scheduled Monday December 20th, tentatively) based on the observations here? Or if we should continue approximately on that schedule but likely consider an rc3.

h-vetinari · 2021-12-19T03:02:42Z

Any chance to see a backtrace (faulthandler.py or whatever)

Not much info I'm afraid...

>python -q -X faulthandler
>>> import numpy as np
>>> from scipy.sparse.linalg import svds
>>> a = np.array([[1, 2, 4], [4, 5, 4], [4, 4, 1]], dtype=np.complex64)
>>> result = svds(a, k=1, solver='propack')
Windows fatal exception: access violation

Current thread 0x000013e4 (most recent call first):
  File "C:\Users\[xxx]\.conda\envs\test\lib\site-packages\scipy\sparse\linalg\_svdp.py", line 307 in _svdp
  File "C:\Users\[xxx]\.conda\envs\test\lib\site-packages\scipy\sparse\linalg\_eigen\_svds.py", line 316 in svds
  File "<stdin>", line 1 in <module>

mckib2 · 2021-12-19T03:35:46Z

One thing I'd appreciate here is a quick ping letting me know if, in your opinion, I should delay the release of the next SciPy release candidate (scheduled Monday December 20th, tentatively) based on the observations here? Or if we should continue approximately on that schedule but likely consider an rc3.

Going to spin up a VM and try to replicate the issue and get a backtrace. I'll let you know hopefully by the end of tonight what I opinion is

h-vetinari · 2021-12-19T03:41:36Z

I tried running this with the Propack PR mentioned in scipy/scipy#15108, but the segfault persists.

h-vetinari · 2021-12-19T03:46:54Z

One thing I'd appreciate here is a quick ping letting me know if, in your opinion, I should delay the release of the next SciPy release candidate (scheduled Monday December 20th, tentatively) based on the observations here? Or if we should continue approximately on that schedule but likely consider an rc3.

Currently, the status is "unreleaseable" from the conda-forge side. Unfortunately it's unclear so far what's causing the issue, resp. what the fix would be. However, it's not like the scipy release needs to wait for conda-forge.

More specifically to your question, I think more RCs is good - i.e. release rc2 soon, and keep rc3 as an option - I see some propack-changes in the rc2-PR, and as soon as there's a tag, I'll get it tested. Bringing in accumulated changes will hopefully help chip away at the problem.

mckib2 · 2021-12-19T05:36:59Z

Assuming this is an MKL issue and not Windows error, I left an update here on current progress at resolving these segfaults. What I've found is all the changes I've tested in scipy/PROPACK#1 are good (I want to test out all of them out with something other than MKL and get the present issues resolved before I approve and merge) and a simple macro definition seems to solve complex64 issues completely. I have not attempted a Windows build again, but I will put up a PR with my edits in case someone wants to try to make sure the fixes are seen there as well

h-vetinari · 2021-12-19T05:50:26Z

Assuming this is an MKL issue and not Windows error

So far it only appears on windows (and not just MKL, but also openblas), so I think it definitely is at least somewhat of a windows issue. In any case, I've now also added testing of linux/osx against the various blas flavours - then we'll see if it appears for MKL on other platforms as well.

Given that you mention complex128 problems in the upstream issue, it could be that something about that data-type isn't working correctly on windows?

mckib2 · 2021-12-19T06:07:37Z

Given that you mention complex128 problems in the upstream issue, it could be that something about that data-type isn't working correctly on windows?

I was doing all testing on Linux, so if complex128 data-types are an issue, it's a cross-platform one

h-vetinari · 2021-12-19T06:51:16Z

So MKL also segfaults on osx, but not on linux, where it's "merely" a single test failure. The matrix (for x64 only) is:

blas flavour	blis	mkl	netlib	openblas	comment
linux	✔️	❌	✔️	✔️	one test failure; `test_x0_equals_Mb[bicgstab]`; fails in the presence of AVX512, passes for non-AVX512
osx	❌	❌❌	✔️	✔️	segfaults for mkl; 3 test failures for blis
windows	✔️	❌❌	✔️	❌❌	segfaults for mkl & openblas

martin-frbg · 2021-12-19T12:16:00Z

Any chance to see a backtrace (faulthandler.py or whatever)

Not much info I'm afraid...

weird. I would have hoped to see which BLAS or LAPACK function is failing. Right now it is not even certain that MKL and OpenBLAS hit the same problem. What I can say for OpenBLAS is that 0.3.18 has a potential out-of bounds access bug in ?TRSV which could be on the code path of the SVD algorithm you (or Eigen) use - I am about to release 0.3.19.

rgommers · 2022-02-04T11:06:59Z

thanks @h-vetinari!

tylerjereddy · 2022-02-05T22:57:15Z

fyi, I pushed up the v1.8.0 tag on our end; working through release process..

…nda-forge-pinning 2022.02.03.19.17.39

h-vetinari · 2022-02-06T01:45:30Z

fyi, I pushed up the v1.8.0 tag on our end; working through release process..

I'm ready to push the merge button any time. From then on, it takes about ~3h until the packages become installable.

h-vetinari · 2022-02-06T02:47:02Z

OK, given that I see the wheels on the GH release page, I think there's no need to wait anymore.

h-vetinari mentioned this pull request Dec 12, 2021

Making clearer what namespaces are public by use of underscores scipy/scipy#14360

Closed

21 tasks

tylerjereddy mentioned this pull request Dec 19, 2021

MAINT: 1.8.0rc2 backports scipy/scipy#15248

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h-vetinari mentioned this pull request Dec 19, 2021

BUG: Seg. fault in scipy.sparse.linalg tests in PROPACK scipy/scipy#15108

Closed

mckib2 mentioned this pull request Dec 19, 2021

FIX: PROPACK MKL compatibility scipy/scipy#15249

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4 tasks

h-vetinari force-pushed the 1.8 branch from e5f46eb to 9121b39 Compare February 6, 2022 01:26

h-vetinari changed the title ~~WIP: build 1.8.0rc's~~ build 1.8.0 Feb 6, 2022

h-vetinari marked this pull request as ready for review February 6, 2022 01:26

h-vetinari requested review from jakirkham, msarahan, ocefpaf and rgommers as code owners February 6, 2022 01:26

h-vetinari and others added 14 commits February 6, 2022 12:28

build 1.8.0rc1

2e69b61

reflect clarified public import API in tests

46d2a9a

bump to rc2

eb9d26b

backport relevant upstream patches

6103b33

skip a test that couldn't easily be fixed upstream

ab5529e

update logging in test section to numpy 1.22 show_config()

6ff0ee9

bump to rc3

b16a71e

restrict to setuptools<60

fb55da7

bump to rc4

cee43c0

disable pythran on windows

056c8a5

increase test timeout

2c8f92d

update a test skip for MKL

136fe92

MNT: Re-rendered with conda-build 3.21.7, conda-smithy 3.16.2, and co…

731db60

…nda-forge-pinning 2022.02.03.19.17.39

1.8.0 final

9eea3d2

h-vetinari force-pushed the 1.8 branch from 9121b39 to 9eea3d2 Compare February 6, 2022 01:29

h-vetinari merged commit 152b1db into conda-forge:master Feb 6, 2022

h-vetinari deleted the 1.8 branch February 6, 2022 02:47

isuruf mentioned this pull request Feb 6, 2022

re-enable pythran on windows; test skip hyghiene #201

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h-vetinari mentioned this pull request Feb 6, 2022

WIP: Re-enable PROPACK tests #200

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build 1.8.0 #198

build 1.8.0 #198

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build 1.8.0 #198

build 1.8.0 #198

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