DOC, MAINT: smoke-docs failures on MacOS ARM + accelerate + NumPy 2.0.0rc2 #20960

tylerjereddy · 2024-06-14T22:28:39Z

Request for report from gh-20933. On latest main (d304e95) on MacOS ARM with Accelerate, Python 3.12, NumPy 2.0.0rc2. Some failures are linalg things that may not be surprising with a backend swap, others are sparse + NumPy 2 related I believe, and were very briefly discussed with CJ somewhere else I think.

python dev.py build -j 16 --with-accelerate
python dev.py -n smoke-docs

Error Output

============================================================================================ FAILURES =============================================================================================
___________________________________________________________________________________ [doctest] scipy.io.hb_read ____________________________________________________________________________________
491 
492     Examples
493     --------
494     We can read and write a harwell-boeing format file:
495 
496     >>> from scipy.io import hb_read, hb_write
497     >>> from scipy.sparse import csr_array, eye
498     >>> data = csr_array(eye(3))  # create a sparse array
499     >>> hb_write("data.hb", data)  # write a hb file
500     >>> print(hb_read("data.hb"))  # read a hb file
Differences (unified diff with -expected +actual):
    @@ -1,3 +1,6 @@
    -(np.int32(0), np.int32(0))  1.0
    -(np.int32(1), np.int32(1))  1.0
    -(np.int32(2), np.int32(2))  1.0
    +<Compressed Sparse Column sparse matrix of dtype 'float64'
    +	with 3 stored elements and shape (3, 3)>
    +  Coords	Values
    +  (0, 0)	1.0
    +  (1, 1)	1.0
    +  (2, 2)	1.0

/Users/treddy/github_projects/scipy_2/build-install/lib/python3.12/site-packages/scipy/io/_harwell_boeing/hb.py:500: DocTestFailure
___________________________________________________________________________________ [doctest] scipy.io.hb_write ___________________________________________________________________________________
541 
542     Examples
543     --------
544     We can read and write a harwell-boeing format file:
545 
546     >>> from scipy.io import hb_read, hb_write
547     >>> from scipy.sparse import csr_array, eye
548     >>> data = csr_array(eye(3))  # create a sparse array
549     >>> hb_write("data.hb", data)  # write a hb file
550     >>> print(hb_read("data.hb"))  # read a hb file
Differences (unified diff with -expected +actual):
    @@ -1,3 +1,6 @@
    -(np.int32(0), np.int32(0))  1.0
    -(np.int32(1), np.int32(1))  1.0
    -(np.int32(2), np.int32(2))  1.0
    +<Compressed Sparse Column sparse matrix of dtype 'float64'
    +	with 3 stored elements and shape (3, 3)>
    +  Coords	Values
    +  (0, 0)	1.0
    +  (1, 1)	1.0
    +  (2, 2)	1.0

/Users/treddy/github_projects/scipy_2/build-install/lib/python3.12/site-packages/scipy/io/_harwell_boeing/hb.py:550: DocTestFailure
__________________________________________________________________________________ [doctest] scipy.linalg.schur ___________________________________________________________________________________
100     array([[0.72711591, -0.60156188, 0.33079564],
101            [0.52839428, 0.79801892, 0.28976765],
102            [0.43829436, 0.03590414, -0.89811411]])
103 
104     >>> T2, Z2 = schur(A, output='complex')
105     >>> T2
106     array([[ 2.65896708, -1.22839825+1.32378589j,  0.42590089+1.51937378j], # may vary
107            [ 0.        , -0.32948354+0.80225456j, -0.59877807+0.56192146j],
108            [ 0.        ,  0.                    , -0.32948354-0.80225456j]])
109     >>> eigvals(T2)
Expected:
    array([2.65896708, -0.32948354+0.80225456j, -0.32948354-0.80225456j])
Got:
    array([ 2.65896708+0.j        , -0.32948354-0.80225456j,
           -0.32948354+0.80225456j])

/Users/treddy/github_projects/scipy_2/build-install/lib/python3.12/site-packages/scipy/linalg/_decomp_schur.py:109: DocTestFailure
_______________________________________________________________________ [doctest] scipy.sparse.csgraph.connected_components _______________________________________________________________________
EXAMPLE LOCATION UNKNOWN, not showing all tests of that example
??? >>> print(graph)
Differences (unified diff with -expected +actual):
    @@ -1,4 +1,7 @@
    -  (np.int32(0), np.int32(1))        1
    -  (np.int32(0), np.int32(2))        1
    -  (np.int32(1), np.int32(2))        1
    -  (np.int32(3), np.int32(4))        1
    +<Compressed Sparse Row sparse matrix of dtype 'int64'
    +	with 4 stored elements and shape (5, 5)>
    +  Coords	Values
    +  (0, 1)	1
    +  (0, 2)	1
    +  (1, 2)	1
    +  (3, 4)	1

/Users/treddy/github_projects/scipy_2/build-install/lib/python3.12/site-packages/scipy/sparse/csgraph/_traversal.cpython-312-darwin.so:None: DocTestFailure
__________________________________________________________________________ [doctest] scipy.sparse.csgraph.shortest_path ___________________________________________________________________________
EXAMPLE LOCATION UNKNOWN, not showing all tests of that example
??? >>> print(graph)
Differences (unified diff with -expected +actual):
    @@ -1,5 +1,8 @@
    -  (np.int32(0), np.int32(1))        1
    -  (np.int32(0), np.int32(2))        2
    -  (np.int32(1), np.int32(3))        1
    -  (np.int32(2), np.int32(0))        2
    -  (np.int32(2), np.int32(3))        3
    +<Compressed Sparse Row sparse matrix of dtype 'int64'
    +	with 5 stored elements and shape (4, 4)>
    +  Coords	Values
    +  (0, 1)	1
    +  (0, 2)	2
    +  (1, 3)	1
    +  (2, 0)	2
    +  (2, 3)	3

/Users/treddy/github_projects/scipy_2/build-install/lib/python3.12/site-packages/scipy/sparse/csgraph/_shortest_path.cpython-312-darwin.so:None: DocTestFailure
__________________________________________________________________________ [doctest] scipy.sparse.csgraph.floyd_warshall __________________________________________________________________________
EXAMPLE LOCATION UNKNOWN, not showing all tests of that example
??? >>> print(graph)
Differences (unified diff with -expected +actual):
    @@ -1,5 +1,8 @@
    -  (np.int32(0), np.int32(1))        1
    -  (np.int32(0), np.int32(2))        2
    -  (np.int32(1), np.int32(3))        1
    -  (np.int32(2), np.int32(0))        2
    -  (np.int32(2), np.int32(3))        3
    +<Compressed Sparse Row sparse matrix of dtype 'int64'
    +	with 5 stored elements and shape (4, 4)>
    +  Coords	Values
    +  (0, 1)	1
    +  (0, 2)	2
    +  (1, 3)	1
    +  (2, 0)	2
    +  (2, 3)	3

/Users/treddy/github_projects/scipy_2/build-install/lib/python3.12/site-packages/scipy/sparse/csgraph/_shortest_path.cpython-312-darwin.so:None: DocTestFailure
_____________________________________________________________________________ [doctest] scipy.sparse.csgraph.dijkstra _____________________________________________________________________________
EXAMPLE LOCATION UNKNOWN, not showing all tests of that example
??? >>> print(graph)
Differences (unified diff with -expected +actual):
    @@ -1,4 +1,7 @@
    -  (np.int32(0), np.int32(1))        1
    -  (np.int32(0), np.int32(2))        2
    -  (np.int32(1), np.int32(3))        1
    -  (np.int32(2), np.int32(3))        3
    +<Compressed Sparse Row sparse matrix of dtype 'int64'
    +	with 4 stored elements and shape (4, 4)>
    +  Coords	Values
    +  (0, 1)	1
    +  (0, 2)	2
    +  (1, 3)	1
    +  (2, 3)	3

/Users/treddy/github_projects/scipy_2/build-install/lib/python3.12/site-packages/scipy/sparse/csgraph/_shortest_path.cpython-312-darwin.so:None: DocTestFailure
___________________________________________________________________________ [doctest] scipy.sparse.csgraph.bellman_ford ___________________________________________________________________________
EXAMPLE LOCATION UNKNOWN, not showing all tests of that example
??? >>> print(graph)
Differences (unified diff with -expected +actual):
    @@ -1,5 +1,8 @@
    -  (np.int32(0), np.int32(1))        1
    -  (np.int32(0), np.int32(2))        2
    -  (np.int32(1), np.int32(3))        1
    -  (np.int32(2), np.int32(0))        2
    -  (np.int32(2), np.int32(3))        3
    +<Compressed Sparse Row sparse matrix of dtype 'int64'
    +	with 5 stored elements and shape (4, 4)>
    +  Coords	Values
    +  (0, 1)	1
    +  (0, 2)	2
    +  (1, 3)	1
    +  (2, 0)	2
    +  (2, 3)	3

/Users/treddy/github_projects/scipy_2/build-install/lib/python3.12/site-packages/scipy/sparse/csgraph/_shortest_path.cpython-312-darwin.so:None: DocTestFailure
_____________________________________________________________________________ [doctest] scipy.sparse.csgraph.johnson ______________________________________________________________________________
EXAMPLE LOCATION UNKNOWN, not showing all tests of that example
??? >>> print(graph)
Differences (unified diff with -expected +actual):
    @@ -1,5 +1,8 @@
    -  (np.int32(0), np.int32(1))        1
    -  (np.int32(0), np.int32(2))        2
    -  (np.int32(1), np.int32(3))        1
    -  (np.int32(2), np.int32(0))        2
    -  (np.int32(2), np.int32(3))        3
    +<Compressed Sparse Row sparse matrix of dtype 'int64'
    +	with 5 stored elements and shape (4, 4)>
    +  Coords	Values
    +  (0, 1)	1
    +  (0, 2)	2
    +  (1, 3)	1
    +  (2, 0)	2
    +  (2, 3)	3

/Users/treddy/github_projects/scipy_2/build-install/lib/python3.12/site-packages/scipy/sparse/csgraph/_shortest_path.cpython-312-darwin.so:None: DocTestFailure
_______________________________________________________________________________ [doctest] scipy.sparse.csgraph.yen ________________________________________________________________________________
EXAMPLE LOCATION UNKNOWN, not showing all tests of that example
??? >>> print(graph)
Differences (unified diff with -expected +actual):
    @@ -1,5 +1,8 @@
    -  (np.int32(0), np.int32(1))        1
    -  (np.int32(0), np.int32(2))        2
    -  (np.int32(1), np.int32(3))        1
    -  (np.int32(2), np.int32(0))        2
    -  (np.int32(2), np.int32(3))        3
    +<Compressed Sparse Row sparse matrix of dtype 'int64'
    +	with 5 stored elements and shape (4, 4)>
    +  Coords	Values
    +  (0, 1)	1
    +  (0, 2)	2
    +  (1, 3)	1
    +  (2, 0)	2
    +  (2, 3)	3

/Users/treddy/github_projects/scipy_2/build-install/lib/python3.12/site-packages/scipy/sparse/csgraph/_shortest_path.cpython-312-darwin.so:None: DocTestFailure
_______________________________________________________________________ [doctest] scipy.sparse.csgraph.breadth_first_order ________________________________________________________________________
EXAMPLE LOCATION UNKNOWN, not showing all tests of that example
??? >>> print(graph)
Differences (unified diff with -expected +actual):
    @@ -1,5 +1,8 @@
    -  (np.int32(0), np.int32(1))        1
    -  (np.int32(0), np.int32(2))        2
    -  (np.int32(1), np.int32(3))        1
    -  (np.int32(2), np.int32(0))        2
    -  (np.int32(2), np.int32(3))        3
    +<Compressed Sparse Row sparse matrix of dtype 'int64'
    +	with 5 stored elements and shape (4, 4)>
    +  Coords	Values
    +  (0, 1)	1
    +  (0, 2)	2
    +  (1, 3)	1
    +  (2, 0)	2
    +  (2, 3)	3

/Users/treddy/github_projects/scipy_2/build-install/lib/python3.12/site-packages/scipy/sparse/csgraph/_traversal.cpython-312-darwin.so:None: DocTestFailure
________________________________________________________________________ [doctest] scipy.sparse.csgraph.depth_first_order _________________________________________________________________________
EXAMPLE LOCATION UNKNOWN, not showing all tests of that example
??? >>> print(graph)
Differences (unified diff with -expected +actual):
    @@ -1,5 +1,8 @@
    -(np.int32(0), np.int32(1))  1
    -(np.int32(0), np.int32(2))  2
    -(np.int32(1), np.int32(3))  1
    -(np.int32(2), np.int32(0))  2
    -(np.int32(2), np.int32(3))  3
    +<Compressed Sparse Row sparse matrix of dtype 'int64'
    +	with 5 stored elements and shape (4, 4)>
    +  Coords	Values
    +  (0, 1)	1
    +  (0, 2)	2
    +  (1, 3)	1
    +  (2, 0)	2
    +  (2, 3)	3

/Users/treddy/github_projects/scipy_2/build-install/lib/python3.12/site-packages/scipy/sparse/csgraph/_traversal.cpython-312-darwin.so:None: DocTestFailure
______________________________________________________________________ [doctest] scipy.sparse.csgraph.reverse_cuthill_mckee _______________________________________________________________________
EXAMPLE LOCATION UNKNOWN, not showing all tests of that example
??? >>> print(graph)
Differences (unified diff with -expected +actual):
    @@ -1,5 +1,8 @@
    -  (np.int32(0), np.int32(1))        1
    -  (np.int32(0), np.int32(2))        2
    -  (np.int32(1), np.int32(3))        1
    -  (np.int32(2), np.int32(0))        2
    -  (np.int32(2), np.int32(3))        3
    +<Compressed Sparse Row sparse matrix of dtype 'int64'
    +	with 5 stored elements and shape (4, 4)>
    +  Coords	Values
    +  (0, 1)	1
    +  (0, 2)	2
    +  (1, 3)	1
    +  (2, 0)	2
    +  (2, 3)	3

/Users/treddy/github_projects/scipy_2/build-install/lib/python3.12/site-packages/scipy/sparse/csgraph/_reordering.cpython-312-darwin.so:None: DocTestFailure
_________________________________________________________________________ [doctest] scipy.sparse.csgraph.structural_rank __________________________________________________________________________
EXAMPLE LOCATION UNKNOWN, not showing all tests of that example
??? >>> print(graph)
Differences (unified diff with -expected +actual):
    @@ -1,8 +1,11 @@
    -  (np.int32(0), np.int32(1))        1
    -  (np.int32(0), np.int32(2))        2
    -  (np.int32(1), np.int32(0))        1
    -  (np.int32(1), np.int32(3))        1
    -  (np.int32(2), np.int32(0))        2
    -  (np.int32(2), np.int32(3))        3
    -  (np.int32(3), np.int32(1))        1
    -  (np.int32(3), np.int32(2))        3
    +<Compressed Sparse Row sparse matrix of dtype 'int64'
    +	with 8 stored elements and shape (4, 4)>
    +  Coords	Values
    +  (0, 1)	1
    +  (0, 2)	2
    +  (1, 0)	1
    +  (1, 3)	1
    +  (2, 0)	2
    +  (2, 3)	3
    +  (3, 1)	1
    +  (3, 2)	3

/Users/treddy/github_projects/scipy_2/build-install/lib/python3.12/site-packages/scipy/sparse/csgraph/_reordering.cpython-312-darwin.so:None: DocTestFailure
______________________________________________________________________ [doctest] scipy.sparse.csgraph.construct_dist_matrix _______________________________________________________________________
EXAMPLE LOCATION UNKNOWN, not showing all tests of that example
??? >>> print(graph)
Differences (unified diff with -expected +actual):
    @@ -1,4 +1,7 @@
    -   (np.int32(0), np.int32(1))       1
    -   (np.int32(0), np.int32(2))       2
    -   (np.int32(1), np.int32(3))       1
    -   (np.int32(2), np.int32(3))       3
    +<Compressed Sparse Row sparse matrix of dtype 'int64'
    +	with 4 stored elements and shape (4, 4)>
    +  Coords	Values
    +  (0, 1)	1
    +  (0, 2)	2
    +  (1, 3)	1
    +  (2, 3)	3

/Users/treddy/github_projects/scipy_2/build-install/lib/python3.12/site-packages/scipy/sparse/csgraph/_tools.cpython-312-darwin.so:None: DocTestFailure
_________________________________________________________________________ [doctest] scipy.sparse.csgraph.reconstruct_path _________________________________________________________________________
EXAMPLE LOCATION UNKNOWN, not showing all tests of that example
??? >>> print(graph)
Differences (unified diff with -expected +actual):
    @@ -1,4 +1,7 @@
    -   (np.int32(0), np.int32(1))       1
    -   (np.int32(0), np.int32(2))       2
    -   (np.int32(1), np.int32(3))       1
    -   (np.int32(2), np.int32(3))       3
    +<Compressed Sparse Row sparse matrix of dtype 'int64'
    +	with 4 stored elements and shape (4, 4)>
    +  Coords	Values
    +  (0, 1)	1
    +  (0, 2)	2
    +  (1, 3)	1
    +  (2, 3)	3

/Users/treddy/github_projects/scipy_2/build-install/lib/python3.12/site-packages/scipy/sparse/csgraph/_tools.cpython-312-darwin.so:None: DocTestFailure
===================================================================================== short test summary info =====================================================================================
FAILED scipy/io/__init__.py::scipy.io.hb_read
FAILED scipy/io/__init__.py::scipy.io.hb_write
FAILED scipy/linalg/__init__.py::scipy.linalg.schur
FAILED scipy/sparse/csgraph/__init__.py::scipy.sparse.csgraph.connected_components
FAILED scipy/sparse/csgraph/__init__.py::scipy.sparse.csgraph.shortest_path
FAILED scipy/sparse/csgraph/__init__.py::scipy.sparse.csgraph.floyd_warshall
FAILED scipy/sparse/csgraph/__init__.py::scipy.sparse.csgraph.dijkstra
FAILED scipy/sparse/csgraph/__init__.py::scipy.sparse.csgraph.bellman_ford
FAILED scipy/sparse/csgraph/__init__.py::scipy.sparse.csgraph.johnson
FAILED scipy/sparse/csgraph/__init__.py::scipy.sparse.csgraph.yen
FAILED scipy/sparse/csgraph/__init__.py::scipy.sparse.csgraph.breadth_first_order
FAILED scipy/sparse/csgraph/__init__.py::scipy.sparse.csgraph.depth_first_order
FAILED scipy/sparse/csgraph/__init__.py::scipy.sparse.csgraph.reverse_cuthill_mckee
FAILED scipy/sparse/csgraph/__init__.py::scipy.sparse.csgraph.structural_rank
FAILED scipy/sparse/csgraph/__init__.py::scipy.sparse.csgraph.construct_dist_matrix
FAILED scipy/sparse/csgraph/__init__.py::scipy.sparse.csgraph.reconstruct_path
=========================================================================== 16 failed, 1296 passed in 73.12s (0:01:13) ============================================================================

The text was updated successfully, but these errors were encountered:

ev-br · 2024-06-14T22:50:24Z

Agreed, sparse / csgraph is numpy 2 related. Also the way sparse arrays print is not very doctester-friendly (how to fish numerals or tuples from that repr?) and it falls back to the vanilla doctest. Possible ways out:

try to do >>> graph instead of >>> print(graph) [unlikely to be helpful]
tweak examples to be more doctester-friendly, like printing the values/indices separately [yikes]
just wait until numpy 2 is the default

The svdvals thing is indeed expected. lapack does not guarantee the order of complex conjugate eigenvalues. Sorting complex arrays gets ugly quick (we have it in the tests somewhere), so

change the example to have only real arrays
add # may vary (order) (the part in brackets can be changed freely)

ev-br · 2024-06-15T08:25:15Z

Yet another option is to conditionally add entries to a skiplist :

https://github.com/scipy/scipy/blob/main/scipy/conftest.py#L364

rgommers · 2024-06-16T08:57:59Z

The preferred solutions I think are:

just wait until numpy 2 is the default
add # may vary (order)

The ordering of complex conjugate pairs is not guaranteed and was reported to differ in scipy#20960

rgommers · 2024-06-18T10:04:47Z

Other issues:

(1) a too obscure error if scipy-doctest isn't installed:

python dev.py smoke-docs
💻  ninja -C /Users/rgommers/code/scipy/build -j8
ninja: Entering directory `/Users/rgommers/code/scipy/build'
[2/2] Generating scipy/generate-version with a custom command
Build OK
💻  meson install -C build --only-changed --tags runtime,python-runtime,tests,devel
Installing, see meson-install.log...
Installation OK
SciPy from development installed path at: /Users/rgommers/code/scipy/build-install/lib/python3.10/site-packages
Running tests for scipy version:1.15.0.dev0+949.89a855b, installed at:/Users/rgommers/code/scipy/build-install/lib/python3.10/site-packages/scipy
ERROR: usage: dev.py [options] [file_or_dir] [file_or_dir] [...]
dev.py: error: unrecognized arguments: --doctest-collect=api
  inifile: /Users/rgommers/code/scipy/pytest.ini
  rootdir: /Users/rgommers/code/scipy

(2) a hard error when the optional test dependency mpmath isn't installed:

...
ERROR scipy/special/_precompute/cosine_cdf.py - ModuleNotFoundError: No module named 'mpmath'
ERROR scipy/special/_precompute/struve_convergence.py - ModuleNotFoundError: No module named 'mpmath'
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!! Interrupted: 2 errors during collection

ev-br · 2024-06-18T10:40:58Z

(2) is not fixable, and should not be seen if run under dev.py; what was the command you ran?

(1) I'll send a PR with a fix

rgommers · 2024-06-18T11:30:15Z

(2) is not fixable, and should not be seen if run under dev.py; what was the command you ran?

Same, python dev.py smoke-docs. And sure it's fixable - one way is to add scipy/special/_precompute to norecursedirs in pytest.py. There's nothing public in that submodule nor does it contain any tests, so no need to trawl through it.

ev-br · 2024-06-18T11:34:53Z

Meant to mean:

is not fixable if a source with an optional import is fed to pytest explicitly
special/_precompute should already be in the ignore list, so the question is why it I'd correctly ignored for me locally and in the CI but not for you.

rgommers · 2024-06-18T11:49:18Z

It's not in the pytest.ini list. If there's another list somewhere, can you please point to it? mpmath is installed in the base job in CircleCI, so I assume that explains that.

Another fix is to make the import conditional in the source files. I don't really mind which way it's fixed, but the current behavior is definitely wrong on main.

ev-br · 2024-06-18T12:01:14Z

https://github.com/scipy/scipy/blob/main/scipy/_lib/_testutils.py#L98

(Maybe this list should go to conftest.py, to follow numpy; I'll be able to take a look later today)

ev-br · 2024-06-21T18:20:11Z

cf #21017 for a fix for (2)
(1) takes a little longer, need to sort out register_assertion_rewrite pytest voodoo. Is on my TODO list though.

ev-br · 2024-06-22T12:56:05Z

(1) should also be fixed by #21017 + an update to scipy_doctest==1.3, which is on pypi now.

tylerjereddy added the Documentation Issues related to the SciPy documentation. Also check https://github.com/scipy/scipy.org label Jun 14, 2024

github-actions bot added the maintenance Items related to regular maintenance tasks label Jun 14, 2024

tylerjereddy mentioned this issue Jun 14, 2024

MAINT: 1.14.0rc2 backports #20933

Merged

4 tasks

ev-br added a commit to ev-br/scipy that referenced this issue Jun 16, 2024

DOC: linalg: add # may vary to a linalg.shchur example

ad0f8c1

The ordering of complex conjugate pairs is not guaranteed and was reported to differ in scipy#20960

ev-br added a commit to ev-br/scipy that referenced this issue Jun 16, 2024

DOC: linalg: add # may vary to a linalg.schur example

a6fdc85

The ordering of complex conjugate pairs is not guaranteed and was reported to differ in scipy#20960

ev-br mentioned this issue Jun 16, 2024

DOC: linalg: add # may vary to a linalg.schur example #20969

Merged

ev-br mentioned this issue Jun 21, 2024

MAINT: smoke-docs: add special/_precompute to --ignore list, improve the error message if scipy-doctest is not found #21017

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ev-br mentioned this issue Jun 22, 2024

BUG: pytest register_assert_rewrites of internal modules scipy/scipy_doctest#166

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ev-br mentioned this issue Jul 13, 2024

DOC: Local failures for dev.py smoke-docs #21177

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ev-br mentioned this issue Jul 23, 2024

BUG: io/scipy.sparse.csgraph: refguide check failure in main #21238

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dschult mentioned this issue Jul 23, 2024

BUG: sparse: fix failing doctests in io and csgraph that print sparse #21244

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DOC, MAINT: smoke-docs failures on MacOS ARM + accelerate + NumPy 2.0.0rc2 #20960

DOC, MAINT: smoke-docs failures on MacOS ARM + accelerate + NumPy 2.0.0rc2 #20960

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ev-br commented Jun 22, 2024

DOC, MAINT: smoke-docs failures on MacOS ARM + accelerate + NumPy 2.0.0rc2 #20960

DOC, MAINT: smoke-docs failures on MacOS ARM + accelerate + NumPy 2.0.0rc2 #20960

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