Sourced from click's releases.

8.4.1

This is the Click 8.4.1 fix release, which fixes bugs but does not otherwise change behavior and should not result in breaking changes compared to the latest feature release.

PyPI: https://pypi.org/project/click/8.4.1/ Changes: https://click.palletsprojects.com/page/changes/#version-8-4-1 Milestone: https://github.com/pallets/click/milestone/32?closed=1

• get_parameter_source() is available during eager callbacks and type conversion again. #3458 #3484
• Zsh completion scripts parse correctly on Windows. #3277 # 3466
• Shell completion of Choice Enum values produces a valid completion result. #3015
• Fix empty byte-string handling in echo. #3487
• Fix closed file error with echo_via_pager. #3449

Sourced from click's changelog.

Version 8.4.1

Released 2026-05-21

• get_parameter_source() is available during eager callbacks and type conversion again. {issue}3458 {pr}3484
• Zsh completion scripts parse correctly on Windows. {issue}3277 {pr}3466
• Shell completion of Enum values used as Choice options produces a valid completion result. {issue}3015 {pr}3471
• Fix empty byte-string handling in echo. {issue}3487 {pr}3493
• Fix closed file error with echo_via_pager. {issue}3449 {pr}3482
• Fix open_url on Windows when the file path contains spaces. {issue}2994 {pr}3478

Version 8.4.0

Released 2026-05-17

• {class}ParamType typing improvements. {pr}3371

  • {class}ParamType is now a generic abstract base class, parameterized by its converted value type.
  • {meth}~ParamType.convert return types are narrowed on all concrete types (str for {class}STRING, int for {class}INT, etc.).
  • {meth}~ParamType.to_info_dict returns specific {class}~typing.TypedDict subclasses instead of dict[str, Any].
  • {class}CompositeParamType and the number-range base are now generic with abstract methods.

• Refactor convert_type to extract type inference into a private _guess_type helper, and add {func}typing.overload signatures. {pr}3372

• {class}Parameter typing improvements. {pr}2805

  • {class}Parameter is now an abstract base class, making explicit that it cannot be instantiated directly.
  • {attr}Parameter.name is now str instead of str | None. When expose_value=False, the name is set to "" instead of None.
  • The ctx parameter of {meth}Parameter.get_error_hint is now typed as Context | None, matching the runtime behavior.

• Split string values from default_map for parameters with nargs > 1 or {class}Tuple type, matching environment variable behavior. {issue}2745 {pr}3364

• Auto-detect type=UNPROCESSED for flag_value of non-basic types

... (truncated)

• 6eeb50e release version 8.4.1
• 67921d5 change log and doc fixes (#3495)
• 9c41f46 Fix changelog and version admonitions
• 6cb3477 fix skip condition
• 5ee8e31 fix I/O operation on closed file error with CliRunner and echo_via_pager (#3482)
• becbde5 pager doesn't close std streams
• a5f5aa6 Handle empty bytes in echo (#3493)
• 4d3db84 handle empty bytes in echo
• d42f15b Fix get_parameter_source() during type conversion and eager callbacks (#3484)
• 0baa8db Document ctx.params bypass with test and doc
• Additional commits viewable in compare view

Sourced from comet-ml's changelog.

Changelog

Note: This changelog only contains breaking and critical changes for self-hosted deployments. For a complete changelog, please see our official changelog.

Release 1.7.15, 2025-05-05

Critical Changes

• Updated port mapping when using opik.sh - This may affect existing deployments
• Fixed persistence when using Docker compose deployments - Requires reconfiguration for existing deployments

Release 1.7.11, 2025-04-21

Security Change

• Updated Dockerfiles to ensure all containers run as non root users - This is a security-critical change that requires container recreation

Release 1.7.0, 2025-04-09 #

Backward Incompatible Change

In this release, we migrated the Clickhouse table engines to their replicated version. The migration was automated, and we don't expect any errors. However, if you have any issues, please check this link or feel free to open an issue in this repository.

Release 1.0.3, 2024-10-29 #

Backward Incompatible Change

The structure of dataset items has changed to include new dynamic fields. Dataset items logged before version 1.0.3 will still show but would not be searchable. If you would like to migrate previous dataset items to the new format, please see the instructions below: dataset item migration for more information*.

Release 1.0.2, 2024-10-21

Backward Incompatible Change

• Updated datasets to support more flexible data schema - This change affects how dataset items are structured and may require updates to existing dataset insertion code. See Dataset Documentation for details.
• The context field is now optional in the Hallucination metric - This may affect existing evaluation configurations

Release 1.0.1, 2024-09-30

Backward Incompatible Change

• Changed dataset item insertion behavior - Duplicate items are now silently ignored instead of being ingested, which may affect data collection workflows. See Dataset Documentation for details.

Release 1.0.0, 2024-11-25

Backward Incompatible Change

• Updated OpenAI integration to track structured output calls using beta.chat.completions.parse - This may affect existing OpenAI integration code. See OpenAI Integration Documentation for details.
• Fixed issue with update_current_span and update_current_trace that did not support updating the output field - This may affect existing trace update code. See Tracing Documentation for details.

Release 1.0.0, 2025-03-17

Backward Incompatible Change

• Added support for images in google.genai calls - This may affect existing Gemini integration code. See Gemini Integration Documentation for details.
• LangFlow integration has been merged - This may affect existing LangFlow deployments

• See full diff in compare view

Sourced from numpy's releases.

v2.2.6 (May 17, 2025)

NumPy 2.2.6 Release Notes

NumPy 2.2.6 is a patch release that fixes bugs found after the 2.2.5 release. It is a mix of typing fixes/improvements as well as the normal bug fixes and some CI maintenance.

This release supports Python versions 3.10-3.13.

Contributors

A total of 8 people contributed to this release. People with a "+" by their names contributed a patch for the first time.

• Charles Harris
• Ilhan Polat
• Joren Hammudoglu
• Marco Gorelli +
• Matti Picus
• Nathan Goldbaum
• Peter Hawkins
• Sayed Adel

Pull requests merged

A total of 11 pull requests were merged for this release.

• #28778: MAINT: Prepare 2.2.x for further development
• #28851: BLD: Update vendor-meson to fix module_feature conflicts arguments...
• #28852: BUG: fix heap buffer overflow in np.strings.find
• #28853: TYP: fix NDArray[floating] + float return type
• #28864: BUG: fix stringdtype singleton thread safety
• #28865: MAINT: use OpenBLAS 0.3.29
• #28889: MAINT: from_dlpack thread safety fixes
• #28913: TYP: Fix non-existent CanIndex annotation in ndarray.setfield
• #28915: MAINT: Avoid dereferencing/strict aliasing warnings
• #28916: BUG: Fix missing check for PyErr_Occurred() in _pyarray_correlate.
• #28966: TYP: reject complex scalar types in ndarray.__ifloordiv__

Checksums

MD5

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16fa85488e149489ce7ee044d7b0d307  numpy-2.2.6-cp310-cp310-macosx_11_0_arm64.whl
f01b7aea9d2b76b1eeb49766e615d689  numpy-2.2.6-cp310-cp310-macosx_14_0_arm64.whl
f2ddc2b22517f6e31caa1372b12c2499  numpy-2.2.6-cp310-cp310-macosx_14_0_x86_64.whl
52190e22869884f0870eb3df7a283ca9  numpy-2.2.6-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
8f382b9ca6770db600edd5ea2447a925  numpy-2.2.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
e604aae2ef6e01fb92ecc39aca0424d9  numpy-2.2.6-cp310-cp310-musllinux_1_2_aarch64.whl

... (truncated)

• 2b686f6 Merge pull request #28980 from charris/prepare-2.2.6
• ed41828 REL: Prepare for the NumPy 2.2.6 release [wheel build]
• 83e4e7f Merge pull request #28966 from charris/backport-28958
• 248f0cb TYP: add rejection-tests for complex ndarray floordiv
• 5bad9da TYP: reject complex scalar types in ndarray.__ifloordiv__
• 6c42775 Merge pull request #28915 from charris/backport-28892
• 4277e7c Merge pull request #28916 from charris/backport-28898
• bd1c863 BUG: Fix missing check for PyErr_Occurred() in _pyarray_correlate. (#28898)
• 87d1d8a MAINT: Avoid dereferencing/strict aliasing warnings during complex casts in `...
• 9e50659 Merge pull request #28913 from charris/backport-28908
• Additional commits viewable in compare view

Sourced from pandas's releases.

Pandas 2.3.3

We are pleased to announce the release of pandas 2.3.3. This release includes some improvements and fixes to the future string data type (preview feature for the upcoming pandas 3.0). We recommend that all users upgrade to this version.

See the full whatsnew for a list of all the changes. Pandas 2.3.3 supports Python 3.9 and higher, and is the first release to support Python 3.14.

The release will be available on the conda-forge channel:

conda install pandas --channel conda-forge

Or via PyPI:

python3 -m pip install --upgrade pandas

Please report any issues with the release on the pandas issue tracker.

Thanks to all the contributors who made this release possible.

• 9c8bc3e RLS: 2.3.3
• 6aa788a [backport 2.3.x] DOC: prepare 2.3.3 whatsnew notes for release (#62499) (#62508)
• b64f0df [backport 2.3.x] BUG: avoid validation error for ufunc with string[python] ar...
• 058eb2b [backport 2.3.x] BUG: String[pyarrow] comparison with mixed object (#62424) (...
• 2ca088d [backport 2.3.x] DEPR: remove the Period resampling deprecation (#62480) (#62...
• 92bf98f [backport 2.3.x] BUG: fix .str.isdigit to honor unicode superscript for older...
• e57c7d6 Backport PR #62452 on branch 2.3.x (TST: Adjust tests for numexpr 2.13) (#62454)
• e0fe9a0 Backport to 2.3.x: REGR: from_records not initializing subclasses properly (#...
• 23a1085 BUG: improve future warning for boolean operations with missaligned indexes (...
• 6113696 Backport PR #62396 on branch 2.3.x (PKG/DOC: indicate Python 3.14 support in ...
• Additional commits viewable in compare view

Sourced from scikit-image's releases.

v0.25.2

scikit-image 0.25.2

We're happy to announce the release of scikit-image 0.25.2!

Bug Fixes

• Handle random degenerate case in skimage.graph.cut_normalized gracefully (#7675).
• In skimage.feature.BRIEF, copy keypoints if necessary to preserve contiguity (#7692).
• Revert a previous fix to skimage.segmentation.watershed that unintentionally changed the algorithm's behavior for markers placed at maxima in the image. We decided that the behavior originally reported as a bug (gh-6632), is not actually one (#7702).

Documentation

• Improve docstring of skimage.restoration.rolling_ball (#7682).

Infrastructure

• Only run the job if the PR got merged (vs merely closed) (#7679).
• Fix typo in GH workflow (#7681).
• Refactor GitHub's CI config and helper scripts (#7672).
• Use pytest config in pyproject.toml in CI (#7555).
• Lower CI build verbosity (#7688).
• Port testing on Windows from Azure CI to GitHub's CI (#7687).
• CI cleanup (#7693).
• Simultaneously resolve all dependencies; add pip caching (#7690).
• Reenable graph reproducibility test (#7694).
• Give milestone labeler necessary permissions (#7695).
• Milestone labeler permission not needed (#7696).
• Fix 313t wheel build (#7699).

Maintenance

• Include a missing image in meson.build so they are included in the wheel (#7660).
• Add zizmor to pre-commit; address GH workflow issues raised (#7662).

Contributors

6 authors added to this release (alphabetically):

• Jarrod Millman (@​jarrodmillman)
• Lars Grüter (@​lagru)
• Marianne Corvellec (@​mkcor)
• Matthew Brett (@​matthew-brett)
• Orion Poplawski (@​opoplawski)
• Stefan van der Walt (@​stefanv)

8 reviewers added to this release (alphabetically):

• Jarrod Millman (@​jarrodmillman)
• Juan Nunez-Iglesias (@​jni)

... (truncated)

• e8a42ba Designate 0.25.2 release
• a194614 Run autoformatter
• f560554 Bump version
• 109cda4 Designate 0.25.2rc0 release
• 7cc74ca Don't assign -inf to watershed markers (#7702)
• 72eaa67 Fix 313t wheel build (#7699)
• c636a58 Revert "Give milestone labeler necessary permissions" (#7696)
• 73bc732 Give milestone labeler necessary permissions (#7695)
• ef21164 Add zizmor to pre-commit; address GH workflow issues raised (#7662)
• 9bb95a7 Reenable test marked as flaky on Azure. (#7694)
• Additional commits viewable in compare view

Sourced from scipy's releases.

SciPy 1.15.3 Release Notes

SciPy 1.15.3 is a bug-fix release with no new features compared to 1.15.2.

For the complete issue and PR lists see the raw release notes.

Authors

• Name (commits)
• aiudirog (1) +
• Nickolai Belakovski (1)
• Florian Bourgey (1) +
• Richard Strong Bowen (2) +
• Jake Bowhay (1)
• Dietrich Brunn (2)
• Evgeni Burovski (1)
• Lucas Colley (1)
• Ralf Gommers (1)
• Saarthak Gupta (1) +
• Matt Haberland (4)
• Chengyu Han (1) +
• Lukas Huber (1) +
• Nick ODell (2)
• Ilhan Polat (4)
• Tyler Reddy (52)
• Neil Schemenauer (1) +
• Dan Schult (1)
• sildater (1) +
• Gagandeep Singh (4)
• Albert Steppi (2)
• Matthias Urlichs (1) +
• David Varela (1) +
• ਗਗਨਦੀਪ ਸਿੰਘ (Gagandeep Singh) (3)

A total of 24 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 complete.

• e29dcb6 REL: 1.15.3 rel commit [wheel build]
• 61e6aa1 Merge pull request #22840 from tylerjereddy/treddy_1.15.3_backports
• 18c4ca8 MAINT: PR 22840 wheel build [wheel build]
• bd0f132 MAINT: PR 22840 revisions
• 033b138 MAINT: PR 22840 revisions
• 7a283cc DOC: PR 22840 revisions
• 3d1ea40 BUG: spatial.HalfspaceIntersection: raise on non-feasible half space (#20035)
• d01b984 BUG: ndimage.median_filter: fix segfault when using mode='mirror' (#22608)
• 0879108 MAINT: special.logsumexp: fix bug when weight of largest magnitude component ...
• 9b3b2d8 Merge pull request #22869 from smurfix/main
• Additional commits viewable in compare view

Sourced from tensorflow's releases.

TensorFlow 2.21.0

Release 2.21.0

TensorFlow

Breaking Changes

• Support for Python 3.9 has been removed starting with TF 2.21.
• The TensorBoard (TB) dependency has been removed starting with TF 2.21.

Major Features and Improvements

• tf.lite

  • Adds int8 and int16x8 support for SQRT operator.
  • Adds int16x8 support for EQUAL and NOT_EQUAL operators.
  • Adds support for int2 type.
  • Adds support for int2/int4 in tfl.cast .
  • Adds support for SRQ int2 in tfl.fully_connected.
  • Adds support for int4 in tfl.slice.
  • Adds support for uint4 type.

• tf.image

  • Adds JPEG XL support in decode_image.

Bug Fixes and Other Changes

• tf.data
  • Adds NoneTensorSpec to the public API so that Nones in element_spec can be identified via isinstance(..., tf.NoneTensorSpec).

Thanks to our Contributors

This release contains contributions from many people at Google, as well as:

Aaraviitkgp, Abhijeet, Abhinav Gunjal, Abhishek, Adam Paszke, Aditya Gupta, Aditya Jha, Aditya Sharma, Adrian Kuegel, Aiden Grossman, Akarsh, Akhil Goel, Alan Kelly, Aleksa Arsic, Aleksei, Aleksei Nurmukhametov, Alex, Alexander Belyaev, Alexander Grund, Alexander Lyashuk, Alexander Shaposhnikov, Alex Pivovarov, Aliia Khasanova, Alina Sbirlea, Allan Renucci, Amelia Thurdekoos, Amit Sabne, Andrei Ivanov, Andrew Dame, Andrey Portnoy, Anish Nair, Anlun Xu, Antonio Sanchez, anuj chincholikar, Anuj Chincholikar, Aravindh Balaji, aravindhbalaji1985, Arian Arfaian, Armin Felder, Artem Belevich, Ashish Rao, Ashitesh Singh, A. Unique TensorFlower, Bart Chrzaszcz, benediktjohannes, Benjamin Chetioui, Benjamin Kramer, Berkin Ilbeyi, Bhatu, Bhavani Subramanian, Bhupendra Dubey, Bill Varcho, Bixia Zheng, Blake Hechtman, Bodhi Silberling, BruceXinXin, Bryan Massoth, Buddh Prakash, Byungchul Kim, Ce Zheng, Changhui Lin, Chao, Charles Alaras, Chase Riley Roberts, Chenhao Jiang, Chris Ashton, Chris Jones, Chris Kennelly, Christian Sigg, Chuan He, Chunlei Niu, Chun-nien Chan, Chunyu Jin, Clive Verghese, Cong Liu, Corentin Kerisit, Daniel Chen, Daniel Kuts, Daniel Ng, Daniel Sosa, Daniel Suo, Danila Malyutin, David Dunleavy, David Majnemer, David Pizzuto, Deepika Rajani, deeptanshusekhri, dependabot[bot], Deqiang Chen, Derek Murray, Dillon Sharlet, Dimitar (Mitko) Asenov, Dimitris Vardoulakis, Dirk Hornung, DottsGit, Dragan Mladjenovic, Eetu Sjöblom, Elen Kalda, Emilio Cota, Emily Fertig, Eugene Zhulenev, Eusebio Durán Montaña, Evan Brown, Ezekiel Calubaquib, Faijul Amin, Felix Wang, Fengwu Yao, Fergus Henderson, Frederic Rechtenstein, Frederik Gossen, Gabriel Gerlero, Gagan Nagaraj, gaikwadrahul8, garry00107, gaurides, George Pawelczak, Georg Stefan Schmid, gns, Goran Flegar, Graham, Grant Jensen, Greg Olechwierowicz, Gregory Pataky, Grzegorz Gawryał, Gunhyun Park, guozhong.zhuang, Haibo Huang, Hana Joo, Hariprasad Ravishankar, Harsha H S, Harshit Monish, Henning Becker, Hittanshu, Hoeseong (Hayden) Kim, Hugo Mano, Hyeontaek Lim, Ibrahim Umit Akgun, ILCSFNO, Ilia Sergachev, Ilya Tikhonovskiy, Iman Hosseini, Ionel Gog, Isha Arkatkar, isharif168, Ivo Ristovski List, Jacques Pienaar, Jae H. Yoo, Jaeyoon Jung, Jake Harmon, James Hilliard, jameslovespancakes, James Spooner, Jane Liu, Jaroslav Sevcik, Jeff Parker, Jeffrey A. Dean, Jeremy Meredith, Jialei Chen, Jian Cai, Jian Li, Jie Luo, Jim Lin, Jing Pu, Jinliang Wei, Jiya Zhang, Joel Wee, Johannes Buchner, Johannes Reifferscheid, Johnny, Jorge Gorbe Moya, Joshua Lang, Joshua Wang, Joss Briody, jparkerh, Juanli Shen, Juhyun Lee, Jun Jiang, Junwhan Ahn, Kadir Barut, Kanglan Tang, Kanish Anand, Kanvi Khanna, Karlo Basioli, Ken Franko, Kevin Chen, Kevin Gleason, Kingston Mandisodza, Koki Ibukuro, Kostiantyn Liepieshov, Krishna Haridasan, Krishna Somani, Krzysztof Kosiński, Kuy Mainwaring, lambert, Larry Lansing, Lin Chai, Lord ε Rebel, Luke Baumann, Luke Hutton, madhavmadupu, Majid Dadashi, Mani Ananth, Manjunath Gaonkar, Marcello Maggioni, Marcin Radomski, Maria Lyubimtseva, Marissa Ikonomidis, Mark Daoust, Mason Chang, Matej Aleksandrov, Mateusz Sokół, Matthias Guenther, Matthias Kramm, Matt Hurd, Matt Kreileder, Maxime France-Pillois, Maxim Ermilov, Mehrdad Khani, Melissa Weber Mendonça, MERT-CKR, Michael Goldfarb, Michael Green, Michael Kuperstein, Michael Voznesensky, Michael Whittaker, Mihai Maruseac, Mikhail Goncharov, Ming-Xu Huang, Mircea Trofin, Misha Gutman, misterBart, mmakevic-amd, Mohamed AbdElmoneim, Mohamed Amine Zghal, Mohammadreza Heydary, Mohammed Anany, mraunak, Mudit Gokhale, Nayana Thorat, Nevi, nhatle, Nhat Le, Nihar0071, Nikhil, Nikita Putikhin, Niklas Vangerow, Nitin Srinivasan, Oleg Shyshkov, Olli Lupton, Om Thakkar, Pankaj Kanwar, Parker Schuh, Paul Ganssle, Pauline Sho, Pavithra Eswaramoorthy, Pedro Gonnet, pemeliya, Penporn Koanantakool, Perry Gibson, Peter Buchlovsky, Peter Gavin, Peter Hawkins, Pham Binh, Phani Paladugula, Philipp Hack, Praneeth Mandala, Praveen Batra, psinfinity, Qingwei Zhang, Quentin Khan, Quoc Truong, QZero, Rachel Han, Raffi Khatchadourian, Ram Rachum, RasheedAli-Shaik, Raviteja Gorijala, Reed Wanderman-Milne, Reilly Grant, Renjie Wu, Richard Levasseur, Robert David, Ryan M. Lefever, Sachin M, Sagun Bajra, Sai Ganesh Muthuraman, Saksham Singh Rathore, Sannidhya Chauhan, Sayan Saha, Sean Talts, Seher Ellis, Sergei Lebedev, Sergey Kozub, Sevin Fide Varoglu, Shahriar Rouf, Shanbin Ke, Shaogang Wang, Sharad Vikram, Shawn Lu, Siddhartha Menon, Siqiao Wu, skill, Smit Hinsu, snadampal, Sohaib Iftikhar, Soowon Jeong, spiao, Srijan Upadhyay, stevemcgregory, Subham Soni, Subhankar Shah, Swachhand Lokhande, Tai Ly, TensorFlower Gardener, Terry Heo, Terry Sun, Terry Tao, Theotime Combes, Thomas Joerg, Thomas Köppe, Tiago Quelhas, TJ Xu, Toli Yevtushenko, Tomás Longeri, Tom Hennigan, Tommy Chiang, Tom Natan, Tongfei Guo, Tori Baker, Uwe L. Korn, Vadym Matsishevskyi, Vamsi Manchala, Venkat6871, Victor Stone, Ville Vesilehto, Vitalii Dziuba, Vladimir Belitskiy, Vlad Sytchenko, Volodymyr Kysenko, Wai Hon Law, wan3x, Weiyi Wang, Will Froom, William S. Moses, wondertx, Xuefei Jiang, Yang Chen, Yash Katariya, Yasir Ashfaq, yasiribmcon, Yeou Chiou, Yicheng Luo, Yi Kong, Yimei Sun, Yin Zhang, Yuchen Yao, Yue Sheng, Yulia Baturina, Yunjie Xu, Yunlong Liu, Yun Peng, Yurii Topin, Zac Cranko, Zac Mustin, Zenong Zhang, Zeyu Wang, Zhanyong Wan, Zixuan Jiang, Ziyin Huang, Zviki Nozadze

Sourced from tensorflow's changelog.

Release 2.21.0

TensorFlow

Breaking Changes

• Support for Python 3.9 has been removed starting with TF 2.21.
• The TensorBoard (TB) dependency has been removed starting with TF 2.21.

Major Features and Improvements

• tf.lite

  • Adds int8 and int16x8 support for SQRT operator.
  • Adds int16x8 support for EQUAL and NOT_EQUAL operators.
  • Adds support for int2 type.
  • Adds support for int2/int4 in tfl.cast .
  • Adds support for SRQ int2 in tfl.fully_connected.
  • Adds support for int4 in tfl.slice.
  • Adds support for uint4 type.

• tf.image

  • Adds JPEG XL support in decode_image.

Bug Fixes and Other Changes

• tf.data
  • Adds NoneTensorSpec to the public API so that Nones in element_spec can be identified via isinstance(..., tf.NoneTensorSpec).

Thanks to our Contributors

This release contains contributions from many people at Google, as well as:

Aaraviitkgp, Abhijeet, Abhinav Gunjal, Abhishek, Adam Paszke, Aditya Gupta, Aditya Jha, Aditya Sharma, Adrian Kuegel, Aiden Grossman, Akarsh, Akhil Goel, Alan Kelly, Aleksa Arsic, Aleksei, Aleksei Nurmukhametov, Alex, Alexander Belyaev, Alexander Grund, Alexander Lyashuk, Alexander Shaposhnikov, Alex Pivovarov, Aliia Khasanova, Alina Sbirlea, Allan Renucci, Amelia Thurdekoos, Amit Sabne, Andrei Ivanov, Andrew Dame, Andrey Portnoy, Anish Nair, Anlun Xu, Antonio Sanchez, anuj chincholikar, Anuj Chincholikar, Aravindh Balaji, aravindhbalaji1985, Arian Arfaian, Armin Felder, Artem Belevich, Ashish Rao, Ashitesh Singh, A. Unique TensorFlower, Bart Chrzaszcz, benediktjohannes, Benjamin Chetioui, Benjamin Kramer, Berkin Ilbeyi, Bhatu, Bhavani Subramanian, Bhupendra Dubey, Bill Varcho, Bixia Zheng, Blake Hechtman, Bodhi Silberling, BruceXinXin, Bryan Massoth, Buddh Prakash, Byungchul Kim, Ce Zheng, Changhui Lin, Chao, Charles Alaras, Chase Riley Roberts, Chenhao Jiang, Chris Ashton, Chris Jones, Chris Kennelly, Christian Sigg, Chuan He, Chunlei Niu, Chun-nien Chan, Chunyu Jin, Clive Verghese, Cong Liu, Corentin Kerisit, Daniel Chen, Daniel Kuts, Daniel Ng, Daniel Sosa, Daniel Suo, Danila Malyutin, David Dunleavy, David Majnemer, David Pizzuto, Deepika Rajani, deeptanshusekhri, dependabot[bot], Deqiang Chen, Derek Murray, Dillon Sharlet, Dimitar (Mitko) Asenov, Dimitris Vardoulakis, Dirk Hornung, DottsGit, Dragan Mladjenovic, Eetu Sjöblom, Elen Kalda, Emilio Cota, Emily Fertig, Eugene Zhulenev, Eusebio Durán Montaña, Evan Brown, Ezekiel Calubaquib, Faijul Amin, Felix Wang, Fengwu Yao, Fergus Henderson, Frederic Rechtenstein, Frederik Gossen, Gabriel Gerlero, Gagan Nagaraj, gaikwadrahul8, garry00107, gaurides, George Pawelczak, Georg Stefan Schmid, gns, Goran Flegar, Graham, Grant Jensen, Greg Olechwierowicz, Gregory Pataky, Grzegorz Gawryał, Gunhyun Park, guozhong.zhuang, Haibo Huang, Hana Joo, Hariprasad Ravishankar, Harsha H S, Harshit Monish, Henning Becker, Hittanshu, Hoeseong (Hayden) Kim, Hugo Mano, Hyeontaek Lim, Ibrahim Umit Akgun, ILCSFNO, Ilia Sergachev, Ilya Tikhonovskiy, Iman Hosseini, Ionel Gog, Isha Arkatkar, isharif168, Ivo Ristovski List, Jacques Pienaar, Jae H. Yoo, Jaeyoon Jung, Jake Harmon, James Hilliard, jameslovespancakes, James Spooner, Jane Liu, Jaroslav Sevcik, Jeff Parker, Jeffrey A. Dean, Jeremy Meredith, Jialei Chen, Jian Cai, Jian Li, Jie Luo, Jim Lin, Jing Pu, Jinliang Wei, Jiya Zhang, Joel Wee, Johannes Buchner, Johannes Reifferscheid, Johnny, Jorge Gorbe Moya, Joshua Lang, Joshua Wang, Joss Briody, jparkerh, Juanli Shen, Juhyun Lee, Jun Jiang, Junwhan Ahn, Kadir Barut, Kanglan Tang, Kanish Anand, Kanvi Khanna, Karlo Basioli, Ken Franko, Kevin Chen, Kevin Gleason, Kingston Mandisodza, Koki Ibukuro, Kostiantyn Liepieshov, Krishna Haridasan, Krishna Somani, Krzysztof Kosiński, Kuy Mainwaring, lambert, Larry Lansing, Lin Chai, Lord ε Rebel, Luke Baumann, Luke Hutton, madhavmadupu, Majid Dadashi, Mani Ananth, Manjunath Gaonkar, Marcello Maggioni, Marcin Radomski, Maria Lyubimtseva, Marissa Ikonomidis, Mark Daoust, Mason Chang, Matej Aleksandrov, Mateusz Sokół, Matthias Guenther, Matthias Kramm, Matt Hurd, Matt Kreileder, Maxime France-Pillois, Maxim Ermilov, Mehrdad Khani, Melissa Weber Mendonça, MERT-CKR, Michael Goldfarb, Michael Green, Michael Kuperstein, Michael Voznesensky, Michael Whittaker, Mihai Maruseac, Mikhail Goncharov, Ming-Xu Huang, Mircea Trofin, Misha Gutman, misterBart, mmakevic-amd, Mohamed AbdElmoneim, Mohamed Amine Zghal, Mohammadreza Heydary, Mohammed Anany, mraunak, Mudit Gokhale, Nayana Thorat, Nevi, nhatle, Nhat Le, Nihar0071, Nikhil, Nikita Putikhin, Niklas Vangerow, Nitin Srinivasan, Oleg Shyshkov, Olli Lupton, Om Thakkar, Pankaj Kanwar, Parker Schuh, Paul Ganssle, Pauline Sho, Pavithra Eswaramoorthy, Pedro Gonnet, pemeliya, Penporn Koanantakool, Perry Gibson, Peter Buchlovsky, Peter Gavin, Peter Hawkins, Pham Binh, Phani Paladugula, Philipp Hack, Praneeth Mandala, Praveen Batra, psinfinity, Qingwei Zhang, Quentin Khan, Quoc Truong, QZero, Rachel Han, Raffi Khatchadourian, Ram Rachum, RasheedAli-Shaik, Raviteja Gorijala, Reed Wanderman-Milne, Reilly Grant, Renjie Wu, Richard Levasseur, Robert David, Ryan M. Lefever, Sachin M, Sagun Bajra, Sai Ganesh Muthuraman, Saksham Singh Rathore, Sannidhya Chauhan, Sayan Saha, Sean Talts, Seher Ellis, Sergei Lebedev, Sergey Kozub, Sevin Fide Varoglu, Shahriar Rouf, Shanbin Ke, Shaogang Wang, Sharad Vikram, Shawn Lu, Siddhartha Menon, Siqiao Wu, skill, Smit Hinsu, snadampal, Sohaib Iftikhar, Soowon Jeong, spiao, Srijan Upadhyay, stevemcgregory, Subham Soni, Subhankar Shah, Swachhand Lokhande, Tai Ly, TensorFlower Gardener, Terry Heo, Terry Sun, Terry Tao, Theotime Combes, Thomas Joerg, Thomas Köppe, Tiago Quelhas, TJ Xu, Toli Yevtushenko, Tomás Longeri, Tom Hennigan, Tommy Chiang, Tom Natan, Tongfei Guo, Tori Baker, Uwe L. Korn, Vadym Matsishevskyi, Vamsi Manchala, Venkat6871, Victor Stone, Ville Vesilehto, Vitalii Dziuba, Vladimir Belitskiy, Vlad Sytchenko, Volodymyr Kysenko, Wai Hon Law, wan3x, Weiyi Wang, Will Froom, William S. Moses, wondertx, Xuefei Jiang, Yang Chen, Yash Katariya, Yasir Ashfaq, yasiribmcon, Yeou Chiou, Yicheng Luo, Yi Kong, Yimei Sun, Yin Zhang, Yuchen Yao, Yue Sheng, Yulia Baturina, Yunjie Xu, Yunlong Liu, Yun Peng, Yurii Topin, Zac Cranko, Zac Mustin, Zenong Zhang, Zeyu Wang, Zhanyong Wan, Zixuan Jiang, Ziyin Huang, Zviki Nozadze

Release 2.20.0

TensorFlow

Breaking Changes

• The tensorflow-io-gcs-filesystem package is now optional, due its uncertain, and limited support. To install it alongside tensorflow, run pip install "tensorflow[gcs-filesystem]".

Major Features and Improvements

• tf.data
  • Adds autotune.min_parallelism to tf.data.Options to enable faster input pipeline warm up.
• tf.lite
  • LiteRT announced a new release at Google IO ‘25 that improves upon TFLite, particularly in terms of NPU and GPU hardware acceleration and performance for on-device ML and AI applications. The APIs are available in Kotlin and C++.
  • Additionally, LiteRT code base will decouple from TensorFlow repository, and tf.lite will be removed in future TensorFlow Python package. More details to follow in future release notes.

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• a481b10 Merge pull request #111627 from tensorflow-jenkins/version-numbers-2.21.0-25481
• a8f642e Update version numbers to 2.21.0
• 3c51664 Merge pull request #111517 from tejaswin432/r2.21
• 460d178 Update RELEASE.md with removal of TB dependency.
• 9e2628c Update RELEASE.md with removal of TB dependency.
• 00a1ba7 Merge pull request #111234 from psamanoelton/remove_tb_nigthly
• 41beecf Remove tb-nigthly and replace it with protobuf.
• 01dec74 Merge pull request #111216 from psamanoelton/remove_tb_dependency_partial_rol...
• 9657881 Partial rollback to resolve breakage.
• 78d130a Remove TensorBoard dependency from TensorFlow build
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tqdm v4.67.3 stable

• fix py3.7 dependencies (#1706 <- #1705)

• 75bdb6c fix py3.7 compat
• 09a863b bump version, merge pull request #1704 from tqdm/devel
• 33d24cd update pyproject syntax
• 70b9124 add py3.13 support
• a74d8f8 drop _dist_ver
• 14d72e2 Merge pull request #1703 from wingding12/fix-pandas-3.0-and-negative-interval
• a69dac8 fix dedented docstrings
• a986d22 tests: fix pandas deprecation warnings
• bb7aa4d tests: fix pandas deprecated applymap
• 0647db1 misc tidy
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9.0.3

pytest 9.0.3 (2026-04-07)

Bug fixes

• #12444: Fixed pytest.approx which now correctly takes into account ~collections.abc.Mapping keys order to compare them.

• #13634: Blocking a conftest.py file using the -p no: option is now explicitly disallowed.

  Previously this resulted in an internal assertion failure during plugin loading.

  Pytest now raises a clear UsageError explaining that conftest files are not plugins and cannot be disabled via -p.

• #13734: Fixed crash when a test raises an exceptiongroup with __tracebackhide__ = True.

• #14195: Fixed an issue where non-string messages passed to unittest.TestCase.subTest() were not printed.

• #14343: Fixed use of insecure temporary directory (CVE-2025-71176).

Improved documentation

• #13388: Clarified documentation for -p vs PYTEST_PLUGINS plugin loading and fixed an incorrect -p example.
• #13731: Clarified that capture fixtures (e.g. capsys and capfd) take precedence over the -s / --capture=no command-line options in Accessing captured output from a test function <accessing-captured-output>.
• #14088: Clarified that the default pytest_collection hook sets session.items before it calls pytest_collection_finish, not after.
• #14255: TOML integer log levels must be quoted: Updating reference documentation.

Contributor-facing changes

• #12689: The test reports are now published to Codecov from GitHub Actions. The test statistics is visible on the web interface.

  -- by aleguy02

• a7d58d7 Prepare release version 9.0.3
• 089d981 Merge pull request #14366 from bluetech/revert-14193-backport
• 8127eaf Revert "Fix: assertrepr_compare respects dict insertion order (#14050) (#14193)"
• 99a7e60 Merge pull request #14363 from pytest-dev/patchback/backports/9.0.x/95d8423bd...
• ddee02a Merge pull request #14343 from bluetech/cve-2025-71176-simple
• 74eac69 doc: Update training info (#14298) (#14301)
• f92dee7 Merge pull request #14267 from pytest-dev/patchback/backports/9.0.x/d6fa26c62...
• 7ee58ac Merge pull request #12378 from Pierre-Sassoulas/fix-implicit-str-concat-and-d...
• 37da870 Merge pull request #14259 from mitre88/patch-4 (#14268)
• c34bfa3 Add explanation for string context diffs (#14257) (#14266)
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7.1.0 (2026-03-21)

• Fixed total coverage computation to always be consistent, regardless of reporting settings. Previously some reports could produce different total counts, and consequently can make --cov-fail-under behave different depending on reporting options. See [#641](https://github.com/pytest-dev/pytest-cov/issues/641) <https://github.com/pytest-dev/pytest-cov/issues/641>_.

• Improve handling of ResourceWarning from sqlite3.

  The plugin adds warning filter for sqlite3 ResourceWarning unclosed database (since 6.2.0). It checks if there is already existing plugin for this message by comparing filter regular expression. When filter is specified on command line the message is escaped and does not match an expected message. A check for an escaped regular expression is added to handle this case.

  With this fix one can suppress ResourceWarning from sqlite3 from command line::

  pytest -W "ignore:unclosed database in <sqlite3.Connection object at:ResourceWarning" ...

• Various improvements to documentation. Contributed by Art Pelling in [#718](https://github.com/pytest-dev/pytest-cov/issues/718) <https://github.com/pytest-dev/pytest-cov/pull/718>_ and "vivodi" in [#738](https://github.com/pytest-dev/pytest-cov/issues/738) <https://github.com/pytest-dev/pytest-cov/pull/738>. Also closed [#736](https://github.com/pytest-dev/pytest-cov/issues/736) <https://github.com/pytest-dev/pytest-cov/issues/736>.

• Fixed some assertions in tests. Contributed by in Markéta Machová in [#722](https://github.com/pytest-dev/pytest-cov/issues/722) <https://github.com/pytest-dev/pytest-cov/pull/722>_.

• Removed unnecessary coverage configuration copying (meant as a backup because reporting commands had configuration side-effects before coverage 5.0).

7.0.0 (2025-09-09)

• Dropped support for subprocesses measurement.

  It was a feature added long time ago when coverage lacked a nice way to measure subprocesses created in tests. It relied on a .pth file, there was no way to opt-out and it created bad interations with coverage's new patch system <https://coverage.readthedocs.io/en/latest/config.html#run-patch>_ added in 7.10 <https://coverage.readthedocs.io/en/7.10.6/changes.html#version-7-10-0-2025-07-24>_.

  To migrate to this release you might need to enable the suprocess patch, example for .coveragerc:

  .. code-block:: ini

  [run] patch = subprocess

  This release also requires at least coverage 7.10.6.

• Switched packaging to have metadata completely in pyproject.toml and use hatchling <https://pypi.org/project/hatchling/>_ for building. Contributed by Ofek Lev in [#551](https://github.com/pytest-dev/pytest-cov/issues/551) <https://github.com/pytest-dev/pytest-cov/pull/551>_ with some extras in [#716](https://github.com/pytest-dev/pytest-cov/issues/716) <https://github.com/pytest-dev/pytest-cov/pull/716>_.

• Removed some not really necessary testing deps like six.

... (truncated)

• 66c8a52 Bump version: 7.0.0 → 7.1.0
• f707662 Make the examples use pypy 3.11.
• 6049a78 Make context test use the old ctracer (seems the new sysmon tracer behaves di...
• 8ebf20b Update changelog.
• 861d30e Remove the backup context manager - shouldn't be needed since coverage 5.0, ...
• fd4c956 Pass the precision on the nulled total (seems that there's some caching goion...
• 78c9c4e Only run the 3.9 on older deps.
• 4849a92 Punctuation.
• 197c35e Update changelog and hopefully I don't forget to publish release again :))
• 14dc1c9 Update examples to use 3.11 and make the adhoc layout example look a bit more...
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0.15.15

Release Notes

Released on 2026-05-28.

Preview features

• Fix Markdown closing fence handling (#25310)
• [pyflakes] Report duplicate imports in typing.TYPE_CHECKING block (F811) (#22560)

Bug fixes

• [pyflakes] Treat function-scope bare annotations as locals per PEP 526 (F821) (#21540)

Performance

• Avoid redundant TokenValue drops in the lexer (#25300)
• Reduce memory usage by dropping token-excess capacity and improve performance by approximating the initial tokens Vec size (#25354)
• Use ThinVec in AST to shrink Stmt (#25361)

Documentation

• Fix line-length example for --config option (#25389)
• [flake8-comprehensions] Document RecursionError edge case in __len__ (C416) (#25286)
• [mccabe] Improve example (C901) (#25287)
• [pyupgrade] Clarify fix safety docs (UP007, UP045) (#25288)
• [refurb] Document FURB192 exception change for empty sequen...

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