chore(deps): bump the all-dependencies group in /python/agents/data-science with 15 updates

[dependabot]

Bumps the all-dependencies group in /python/agents/data-science with 15 updates:

Package	From	To
python-dotenv	1.1.1	1.2.1
google-adk	1.16.0	1.23.0
sqlglot	27.27.0	28.7.0
db-dtypes	1.4.3	1.5.0
regex	2025.9.18	2026.1.15
absl-py	2.3.1	2.4.0
pydantic	2.12.3	2.12.5
pandas	2.3.3	3.0.0
numpy	2.3.4	2.4.2
toolbox-core	0.5.2	0.5.8
opentelemetry-sdk	1.37.0	1.39.1
opentelemetry-exporter-otlp-proto-http	1.37.0	1.39.1
pytest	8.4.2	9.0.2
pytest-asyncio	1.2.0	1.3.0
ruff	0.14.13	0.14.14

Updates python-dotenv from 1.1.1 to 1.2.1

Release notes

Sourced from python-dotenv's releases.

v1.2.1

What's Changed

• Support reading .env from FIFOs (Unix) by @​sidharth-sudhir in theskumar/python-dotenv#586
• Update CI to use trusted publishing on PyPI

New Contributors

• @​sidharth-sudhir made their first contribution in theskumar/python-dotenv#586

Full Changelog: theskumar/python-dotenv@v1.2.0...v1.2.1

v1.2.0

What's Changed

• style: upgrade to use ruff by @​theskumar in theskumar/python-dotenv#567
• Use sys.exit() instead of exit() by @​theskumar in theskumar/python-dotenv#568
• feat: add PYTHON_DOTENV_DISABLED flag to disable load_dotenv (fixes #510) by @​matthewfranglen in theskumar/python-dotenv#569
• Added Python@3.14: Github CI & tox.ini by @​23f3001135 in theskumar/python-dotenv#579
• ocs: clarify what load_dotenv() does in README by @​cybercoded in theskumar/python-dotenv#575
• Bump the github-actions group across 1 directory with 2 updates by @​dependabot[bot] in theskumar/python-dotenv#577
• Move project metadata and config to pyproject.toml by @​EpicWink in theskumar/python-dotenv#583

New Contributors

• @​matthewfranglen made their first contribution in theskumar/python-dotenv#569
• @​23f3001135 made their first contribution in theskumar/python-dotenv#579
• @​cybercoded made their first contribution in theskumar/python-dotenv#575
• @​EpicWink made their first contribution in theskumar/python-dotenv#583

Full Changelog: theskumar/python-dotenv@v1.1.1...v1.2.0

Changelog

Sourced from python-dotenv's changelog.

[1.2.1] - 2025-10-26

• Move more config to pyproject.toml, removed setup.cfg
• Add support for reading .env from FIFOs (Unix) by [@​sidharth-sudhir] in #586

[1.2.0] - 2025-10-26

• Upgrade build system to use PEP 517 & PEP 518 to use build and pyproject.toml by [@​EpicWink] in #583
• Add support for Python 3.14 by [@​23f3001135] in #579
• Add support for disabling of load_dotenv() using PYTHON_DOTENV_DISABLED env var. by [@​matthewfranglen] in #569

Commits

• eaf2a91 Do not remove .coverage file
• 8716196 Bump version: 1.2.0 → 1.2.1
• b87807f Update changelog
• 3af77d3 Support reading .env from FIFOs (Unix) (#586)
• 467ee22 Fix test failures after moving config to pyproject.toml
• 76999e7 Move more config pyproject.toml
• 222ce2c Update to use trusted publisher on pypi
• 8ed4f79 Update docs requirements
• 5bf8822 Bump version: 1.1.1 → 1.2.0
• 1fe11cc upadate changelog
• Additional commits viewable in compare view

Updates google-adk from 1.16.0 to 1.23.0

Release notes

Sourced from google-adk's releases.

v1.23.0

1.23.0 (2026-01-22)

⚠ BREAKING CHANGES

• Breaking: Use OpenTelemetry for BigQuery plugin tracing, replacing custom ContextVar implementation (ab89d12)

Features

• [Core]

  • Add support to automatically create a session if one does not exist (8e69a58)
  • Remove @experimental decorator from AgentEngineSandboxCodeExecutor (135f763)
  • Add --disable_features CLI option to override default feature enable state (53b67ce)
  • Add otel_to_cloud flag to adk deploy agent_engine command (21f63f6)
  • Add is_computer_use field to agent information in adk-web server (5923da7)
  • Allow thinking_config in generate_content_config (e162bb8)
  • Convert A2UI messages between A2A DataPart metadata and ADK events (1133ce2)
  • Add --enable_features CLI option to override default feature enable state (79fcddb)

• [Tools]

  • Add flush mechanism to BigQueryAgentAnalyticsPlugin to ensure pending log events are written to BigQuery (9579bea)
  • Allow Google Search tool to set a different model (b57a3d4)
  • Support authentication for MCP tool listing (e3d542a 19315fe)
  • Use JSON schema for base_retrieval_tool, load_artifacts_tool, and load_memory_tool declarations when the feature is enabled (69ad605)
  • Use JSON schema for IntegrationConnectorTool declaration when the feature is enabled (2ed6865)
  • Start and close ClientSession in a single task in McpSessionManager (cce430d)
  • Use JSON schema for RestApiTool declaration when the feature is enabled (a5f0d33)

• [Evals]

  • Update adk eval CLI to consume custom metrics by adding CustomMetricEvaluator (ea0934b)
  • Update EvalConfig and EvalMetric data models to support custom metrics (6d2f33a)

• [Observability]

  • Add minimal generate_content {model.name} spans and logs for non-Gemini inference and when opentelemetry-inference-google-genai dependency is missing (935c279)

• [Integrations]

  • Enhance TraceManager asynchronous safety, enrich BigQuery plugin logging, and fix serialization (a4116a6)

• [Live]

  • Persist user input content to session in live mode (a04828d)

Bug Fixes

• Recursively extract input/output schema for AgentTool (bf2b56d)
• Yield buffered function_call and function_response events during live streaming (7b25b8f)
• Update authlib and mcp dependency versions (7955177)
• Set LITELLM_MODE to PRODUCTION before importing LiteLLM to prevent implicit .env file loading (215c2f5)
• Redact sensitive information from URIs in logs (5257869)
• Handle asynchronous driver URLs in the migration tool (4b29d15)
• Remove custom metadata from A2A response events (81eaeb5)

... (truncated)

Changelog

Sourced from google-adk's changelog.

1.23.0 (2026-01-22)

⚠ BREAKING CHANGES

• Breaking: Use OpenTelemetry for BigQuery plugin tracing, replacing custom ContextVar implementation (ab89d12)

Features

• [Core]

  • Add support to automatically create a session if one does not exist (8e69a58)
  • Remove @experimental decorator from AgentEngineSandboxCodeExecutor (135f763)
  • Add --disable_features CLI option to override default feature enable state (53b67ce)
  • Add otel_to_cloud flag to adk deploy agent_engine command (21f63f6)
  • Add is_computer_use field to agent information in adk-web server (5923da7)
  • Allow thinking_config in generate_content_config (e162bb8)
  • Convert A2UI messages between A2A DataPart metadata and ADK events (1133ce2)
  • Add --enable_features CLI option to override default feature enable state (79fcddb)

• [Tools]

  • Add flush mechanism to BigQueryAgentAnalyticsPlugin to ensure pending log events are written to BigQuery (9579bea)
  • Allow Google Search tool to set a different model (b57a3d4)
  • Support authentication for MCP tool listing (e3d542a 19315fe)
  • Use JSON schema for base_retrieval_tool, load_artifacts_tool, and load_memory_tool declarations when the feature is enabled (69ad605)
  • Use JSON schema for IntegrationConnectorTool declaration when the feature is enabled (2ed6865)
  • Start and close ClientSession in a single task in McpSessionManager (cce430d)
  • Use JSON schema for RestApiTool declaration when the feature is enabled (a5f0d33)

• [Evals]

  • Update adk eval CLI to consume custom metrics by adding CustomMetricEvaluator (ea0934b)
  • Update EvalConfig and EvalMetric data models to support custom metrics (6d2f33a)

• [Observability]

  • Add minimal generate_content {model.name} spans and logs for non-Gemini inference and when opentelemetry-inference-google-genai dependency is missing (935c279)

• [Integrations]

  • Enhance TraceManager asynchronous safety, enrich BigQuery plugin logging, and fix serialization (a4116a6)

• [Live]

  • Persist user input content to session in live mode (a04828d)

Bug Fixes

• Recursively extract input/output schema for AgentTool (bf2b56d)
• Yield buffered function_call and function_response events during live streaming (7b25b8f)
• Update authlib and mcp dependency versions (7955177)
• Set LITELLM_MODE to PRODUCTION before importing LiteLLM to prevent implicit .env file loading (215c2f5)
• Redact sensitive information from URIs in logs (5257869)
• Handle asynchronous driver URLs in the migration tool (4b29d15)
• Remove custom metadata from A2A response events (81eaeb5)
• Handle None inferences in eval results (7d4326c)

... (truncated)

Commits

• 7cf1e44 chore: Bumps version to v1.23.0 and updates CHANGELOG.md
• 3f1b0d0 chore: minor fix for DebugLoggingPlugin example
• 935c279 feat(otel): add minimal generate_content {model.name} spans and logs for no...
• 82fa10b feat: add new conversational analytics api tool set
• bf2b56d fix: recursively extract input/output schema for AgentTool
• 3d96b78 chore: Pin litellm dependency to versions below 1.80.17
• 91ec80c docs: fixing multiple typos
• 295b345 chore: Filter out adk_request_input event from content list
• b57a3d4 feat: Allow google search tool to set different model
• 9579bea feat(plugins): Add flush mechanism to BigQueryAgentAnalyticsPlugin
• Additional commits viewable in compare view

Updates sqlglot from 27.27.0 to 28.7.0

Commits

• 5f67a14 Chore!: bump sqlglotrs to 0.12.0
• b640189 Cleanup postgres modes
• 1438115 chore: clean up sf IS_ARRAY tests
• 6ce073b feat(snowflake)!: transpilation support for IS_ARRAY (#6877)
• b49a656 feat(optimizer)!: Annotate FACTORIAL(expr) for DuckDB (#6891)
• ad2e9d3 Feat(postgres): support function parameter mode (IN, OUT, INOUT, VARIADIC) (#...
• bce1b1f feat(snowflake)!: Transpilation support for Snowflake MAP_CAT to DuckDB (#6881)
• 8ae8ef7 Fix(postgres): missing ON TRUE required when transpiling APPLY (#6884)
• 3e94c60 feat(duckdb)!: support transpilation of ARRAY_REMOVE (#6886)
• 9a0aaab feat(optimizer)!: Annotate SOUNDEX(expr) for TSQL (#6887)
• Additional commits viewable in compare view

Updates db-dtypes from 1.4.3 to 1.5.0

Release notes

Sourced from db-dtypes's releases.

db-dtypes 1.5.0

1.5.0 (2025-12-15)

Features

• Add support for Python 3.14 (#380) (c164a47b)

v1.4.4

1.4.4 (2025-09-08)

Dependencies

• Adds limits to numpy installs under 3.10 for dataproc (#370) (6d79280)

Changelog

Sourced from db-dtypes's changelog.

1.5.0 (2025-12-15)

Features

• Add support for Python 3.14 (#380) (c164a47be909203606cf982d6f0becc6c8efdb09)

1.4.4 (2025-09-08)

Dependencies

• Adds limits to numpy installs under 3.10 for dataproc (#370) (6d79280)

Commits

• 58dc6fd chore: librarian release pull request: 20251215T132415Z (#382)
• c164a47 feat: Add support for Python 3.14 (#380)
• 5163c1c chore(tests): run unit tests after merge (#378)
• 86c0308 chore(librarian): update sha to support librarian 1.0.0 (#376)
• bd5a4c7 chore(librarian): onboard to librarian (#374)
• feb17d0 chore(main): release 1.4.4 (#371)
• d976f0d chore(deps): update all dependencies (#373)
• 9e00762 chore(deps): update actions/checkout action to v5 (#372)
• df86056 chore(deps): update dependency pytest to v8.4.1 (#368)
• 6d79280 deps: adds limits to numpy installs under 3.10 for dataproc (#370)
• Additional commits viewable in compare view

Updates regex from 2025.9.18 to 2026.1.15

Changelog

Sourced from regex's changelog.

Version: 2026.1.15

Re-uploaded.

Version: 2026.1.14

Git issue 596: Specifying {e<=0} causes ca 210× slow-down.
Added RISC-V wheels.

Version: 2025.11.3

Git issue 594: Support relative PARNO in recursive subpatterns.

Version: 2025.10.23

'setup.py' was missing from the source distribution.

Version: 2025.10.22

Fixed test in main.yml.

Version: 2025.10.21

Moved tests into subfolder.

Version: 2025.10.20

Re-organised files.
Updated to Unicode 17.0.0.

Version: 2025.9.20

Enable free-threading support in cibuildwheel in another place.

Version: 2025.9.19

Enable free-threading support in cibuildwheel.

Version: 2025.9.18

Git issue 565: Support the free-threaded build of CPython 3.13

Version: 2025.9.1

Git PR 585: Fix AttributeError: 'AnyAll' object has no attribute '_key'

Version: 2025.8.29

... (truncated)

Commits

• 234de9a Re-uploaded.
• 1bc3d1e Merge branch 'hg' of https://github.com/mrabarnett/mrab-regex into hg
• d7f7c8c Git issue 596: Specifying {e<=0} causes ca 210× slow-down
• 35b2934 Merge pull request #599 from justeph/ci-add-riscv64-support
• af2f411 ci: add riscv64 manylinux/musllinux wheels
• b01d6e7 Git issue 594: Support relative PARNO in recursive subpatterns
• dd256cd Merge pull request #591 from foosel/ci-tests
• 26454da 'setup.py' was missing from the source distribution.
• 1b2ca8c ci: run tests against sdist
• 609733a ci: only release if the tests are green
• Additional commits viewable in compare view

Updates absl-py from 2.3.1 to 2.4.0

Release notes

Sourced from absl-py's releases.

v2.4.0

Added

• Added support for Python 3.14.
• Allow $PYTHONBREAKPOINT to affect runcall and post_mortem debugging.
• (logging) Propagate **kwargs in conditional/rate-limited logging functions.

Changed

• Dropped support for Python 3.8 and 3.9.
• (flags) Change internals of absl.flags.get_help_width() implementation.
• (cleanup) Modernize Bazel setup with MODULE.bazel.
• (cleanup) Modernize type annotations using Python 3.10+ features.

Fixed

• (flags) Fix duplicate flag definition when reloading a module.
• (typechecking) Correct type signature of absltest.skipThisClass.

Changelog

Sourced from absl-py's changelog.

2.4.0 (2026-01-28)

Added

• Added support for Python 3.14.
• Allow $PYTHONBREAKPOINT to affect runcall and post_mortem debugging.
• (logging) Propagate **kwargs in conditional/rate-limited logging functions.

Changed

• Dropped support for Python 3.8 and 3.9.
• (flags) Change internals of absl.flags.get_help_width() implementation.
• (cleanup) Modernize Bazel setup with MODULE.bazel.
• (cleanup) Modernize type annotations using Python 3.10+ features.

Fixed

• (flags) Fix duplicate flag definition when reloading a module.
• (typechecking) Correct type signature of absltest.skipThisClass.

Commits

• 862e5d8 Release Abseil-py 2.4.0
• 3ac7198 Modernize type annotations using Python 3.10+ features
• c5a6e0a Replace get_help_width() implementation and add more tests
• 4263e7c Move pytype disable to the correct line
• 5fac5c6 Minor fixes in abseil-py
• 2202ca4 Add support for Python 3.14 and drop support for Python 3.8 and 3.9
• c95ce0e fix duplicate flag definition when reloading a module
• 65cf6c4 Fix CI by setting Bazel version to 8.x
• 41a5ce1 Remove monkey-patch for unittest.TestResult.wasSuccessful
• a870f10 Propagate **kwargs in conditional/rate-limited logging functions.
• Additional commits viewable in compare view

Updates pydantic from 2.12.3 to 2.12.5

Release notes

Sourced from pydantic's releases.

v2.12.5 2025-11-26

v2.12.5 (2025-11-26)

This is the fifth 2.12 patch release, addressing an issue with the MISSING sentinel and providing several documentation improvements.

The next 2.13 minor release will be published in a couple weeks, and will include a new polymorphic serialization feature addressing the remaining unexpected changes to the serialize as any behavior.

• Fix pickle error when using model_construct() on a model with MISSING as a default value by @​ornariece in #12522.
• Several updates to the documentation by @​Viicos.

Full Changelog: pydantic/pydantic@v2.12.4...v2.12.5

v2.12.4 2025-11-05

v2.12.4 (2025-11-05)

This is the fourth 2.12 patch release, fixing more regressions, and reverting a change in the build() method of the AnyUrl and Dsn types.

This patch release also fixes an issue with the serialization of IP address types, when serialize_as_any is used. The next patch release will try to address the remaining issues with serialize as any behavior by introducing a new polymorphic serialization feature, that should be used in most cases in place of serialize as any.

• Fix issue with forward references in parent TypedDict classes by @​Viicos in #12427.

  This issue is only relevant on Python 3.14 and greater.

• Exclude fields with exclude_if from JSON Schema required fields by @​Viicos in #12430

• Revert URL percent-encoding of credentials in the build() method of the AnyUrl and Dsn types by @​davidhewitt in pydantic-core#1833.

  This was initially considered as a bugfix, but caused regressions and as such was fully reverted. The next release will include an opt-in option to percent-encode components of the URL.

• Add type inference for IP address types by @​davidhewitt in pydantic-core#1868.

  The 2.12 changes to the serialize_as_any behavior made it so that IP address types could not properly serialize to JSON.

• Avoid getting default values from defaultdict by @​davidhewitt in pydantic-core#1853.

  This fixes a subtle regression in the validation behavior of the collections.defaultdict type.

• Fix issue with field serializers on nested typed dictionaries by @​davidhewitt in pydantic-core#1879.

• Add more pydantic-core builds for the three-threaded version of Python 3.14 by @​davidhewitt in pydantic-core#1864.

Full Changelog: pydantic/pydantic@v2.12.3...v2.12.4

Changelog

Sourced from pydantic's changelog.

v2.12.5 (2025-11-26)

GitHub release

This is the fifth 2.12 patch release, addressing an issue with the MISSING sentinel and providing several documentation improvements.

The next 2.13 minor release will be published in a couple weeks, and will include a new polymorphic serialization feature addressing the remaining unexpected changes to the serialize as any behavior.

• Fix pickle error when using model_construct() on a model with MISSING as a default value by @​ornariece in #12522.
• Several updates to the documentation by @​Viicos.

v2.12.4 (2025-11-05)

GitHub release

This is the fourth 2.12 patch release, fixing more regressions, and reverting a change in the build() method of the AnyUrl and Dsn types.

This patch release also fixes an issue with the serialization of IP address types, when serialize_as_any is used. The next patch release will try to address the remaining issues with serialize as any behavior by introducing a new polymorphic serialization feature, that should be used in most cases in place of serialize as any.

• Fix issue with forward references in parent TypedDict classes by @​Viicos in #12427.

  This issue is only relevant on Python 3.14 and greater.

• Exclude fields with exclude_if from JSON Schema required fields by @​Viicos in #12430

• Revert URL percent-encoding of credentials in the build() method of the AnyUrl and Dsn types by @​davidhewitt in pydantic-core#1833.

  This was initially considered as a bugfix, but caused regressions and as such was fully reverted. The next release will include an opt-in option to percent-encode components of the URL.

• Add type inference for IP address types by @​davidhewitt in pydantic-core#1868.

  The 2.12 changes to the serialize_as_any behavior made it so that IP address types could not properly serialize to JSON.

• Avoid getting default values from defaultdict by @​davidhewitt in pydantic-core#1853.

  This fixes a subtle regression in the validation behavior of the collections.defaultdict type.

• Fix issue with field serializers on nested typed dictionaries by @​davidhewitt in pydantic-core#1879.

• Add more pydantic-core builds for the three-threaded version of Python 3.14 by @​davidhewitt in pydantic-core#1864.

Commits

• bd2d0dd Prepare release v2.12.5
• 7d0302e Document security implications when using create_model()
• e9ef980 Fix typo in Standard Library Types documentation
• f2c20c0 Add pydantic-docs dev dependency, make use of versioning blocks
• a76c1aa Update documentation about JSON Schema
• 8cbc72c Add documentation about custom __init__()
• 99eba59 Add additional test for FieldInfo.get_default()
• c710769 Special case MISSING sentinel in smart_deepcopy()
• 20a9d77 Do not delete mock validator/serializer in rebuild_dataclass()
• c86515a Update parts of the model and revalidate_instances documentation
• Additional commits viewable in compare view

Updates pandas from 2.3.3 to 3.0.0

Release notes

Sourced from pandas's releases.

pandas 3.0.0

We are pleased to announce the release of pandas 3.0.0, a major release from the pandas 2.x series. This release includes various new features, bug fixes, and performance improvements, as well as possible breaking changes.

The pandas 3.0 release removed a functionality that was deprecated in previous releases. It is recommended to first upgrade to pandas 2.3 and to ensure your code is working without warnings, before upgrading to pandas 3.0.

Highlights include:

• Dedicated string data type by default
• Consistent copy/view behaviour with Copy-on-Write (CoW) (a.k.a. getting rid of the SettingWithCopyWarning)
• New default resolution for datetime-like data
• Initial support for the new pd.col syntax

See the announcement blog post and the detailed release notes for a list of all the changes.

Pandas 3.0.0 supports Python 3.11 and higher. The release can be installed from PyPI

python -m pip install --upgrade pandas==3.0.*

Or from conda-forge

conda install -c conda-forge pandas=3.0

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

Thanks to all the contributors who made this release possible.

Pandas 3.0.0rc2

No release notes provided.

Pandas 3.0.0rc1

No release notes provided.

Pandas 3.0.0rc0

We are pleased to announce a first release candidate for pandas 3.0.0. If all goes well, we'll release pandas 3.0.0 in a few weeks.

See the [whatsnew][0] for a list of all the changes.

The release is available on conda-forge and PyPI.

The release can be installed from PyPI

python -m pip install --upgrade --pre pandas==3.0.0rc0

Or from conda-forge

conda install -c conda-forge/label/pandas_rc pandas==3.0.0rc0

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

... (truncated)

Commits

• 366ccdf RLS: 3.0.0
• 139f4d0 DOC: split/reorder other enhancements section in 3.0.0 whatsnew notes (#63762)
• fd2a4f4 TST: assert reading of legacy pickles against current data (#61792)
• cc0bcaa DOC: update whatsnew section on datetimelike resolution (#63780)
• 3ddbb49 DOC: remove 2.3.4 whatsnew file from released 3.0 docs (#63779)
• ee63532 CLN: Create temporary HDF5 file path and HDFStore for pytables tests (#63492)
• 9512e99 CoW: better chained assignment warning message for update() method (#63500)
• 1db90d5 API: rename read_iceberg selected_fields keyword to columns (#63748)
• c9b51fa BUG: .str methods failing on PyArrow using regex with \Z (#63705)
• 7cff0f4 API: Period.to_timestamp default to microsecond unit (#63760)
• Additional commits viewable in compare view

Updates numpy from 2.3.4 to 2.4.2

Release notes

Sourced from numpy's releases.

2.4.2 (Feb 1, 2026)

NumPy 2.4.2 Release Notes

The NumPy 2.4.2 is a patch release that fixes bugs discovered after the 2.4.1 release. Highlights are:

• Fixes memory leaks
• Updates OpenBLAS to fix hangs

This release supports Python versions 3.11-3.14

Contributors

A total of 9 people contributed to this release. People with a "+" by their names contributed a patch for the first time.

• Charles Harris
• Daniel Tang +
• Joren Hammudoglu
• Kumar Aditya
• Matti Picus
• Nathan Goldbaum
• Ralf Gommers
• Sebastian Berg
• Vikram Kumar +

Pull requests merged

A total of 12 pull requests were merged for this release.

• #30629: MAINT: Prepare 2.4.x for further development
• #30636: TYP: arange: accept datetime strings
• #30657: MAINT: avoid possible race condition by not touching os.environ...
• #30700: BUG: validate contraction axes in tensordot (#30521)
• #30701: DOC: __array_namespace__info__: set_module not __module__ (#30679)
• #30702: BUG: fix free-threaded PyObject layout in replace_scalar_type_names...
• #30703: TST: fix limited API example in tests for latest Cython
• #30709: BUG: Fix some bugs found via valgrind (#30680)
• #30712: MAINT: replace ob_type access with Py_TYPE in PyArray_CheckExact
• #30713: BUG: Fixup the quantile promotion fixup
• #30736: BUG: fix thread safety of array_getbuffer (#30667)
• #30737: backport scipy-openblas version change

2.4.1 (Jan 10, 2026)

NumPy 2.4.1 Release Notes

The NumPy 2.4.1 is a patch release that fixes bugs discoved after the 2.4.0 release. In particular, the typo SeedlessSequence is preserved to enable wheels using the random Cython API and built against NumPy < 2.4.0 to run without errors.

... (truncated)

Changelog

Sourced from numpy's changelog.

This is a walkthrough of the NumPy 2.4.0 release on Linux, which will be the first feature release using the numpy/numpy-release <https://github.com/numpy/numpy-release>__ repository.

The commands can be copied into the command line, but be sure to replace 2.4.0 with the correct version. This should be read together with the :ref:general release guide <prepare_release>.

Facility preparation

Before beginning to make a release, use the requirements/*_requirements.txt files to ensure that you have the needed software. Most software can be installed with pip, but some will require apt-get, dnf, or whatever your system uses for software. You will also need a GitHub personal access token (PAT) to push the documentation. There are a few ways to streamline things:

• Git can be set up to use a keyring to store your GitHub personal access token. Search online for the details.
• You can use the keyring app to store the PyPI password for twine. See the online twine documentation for details.

Prior to release

Add/drop Python versions

When adding or dropping Python versions, multiple config and CI files need to be edited in addition to changing the minimum version in pyproject.toml. Make these changes in an ordinary PR against main and backport if necessary. We currently release wheels for new Python versions after the first Python RC once manylinux and cibuildwheel support that new Python version.

Backport pull requests

Changes that have been marked for this release must be backported to the maintenance/2.4.x branch.

Update 2.4.0 milestones

Look at the issues/prs with 2.4.0 milestones and either push them off to a later version, or maybe remove the milestone. You may need to add a milestone.

Check the numpy-release repo

... (truncated)

Commits

• c81c49f Merge pull request #30757 from charris/prepare-2.4.2
• b3ae9c5 REL: Prepare for the NumPy 2.4.2 release
• 9de8984 Merge pull request #30737 from mattip/scipy-openblas-backport
• b7be329 backport scipy-openblas version change
• 7ff9863 Merge pull request #30736 from charris/backport-30667
• 431fffb MAINT: Skip tests that require buffer.
• 127235f BUG: fix thread safety of array_getbuffer (#30667)
• 18bdb2e Merge pull request #30713 from charris/backport-30710
• 41dd751 Merge pull request #30712 from charris/backport-30705
• 7a278da BUG: Fixup the quantile promotion fixup
• Additional commits viewable in compare view

Updates toolbox-core from 0.5.2 to 0.5.8

Release notes

Sourced from toolbox-core's releases.

toolbox-core: v0.5.8

0.5.8 (2026-01-28)

Features

• mcp: add MCP v20251125 (#507) (9c2d264)
  • mcp: keep v20250618 the default mcp protocol (#520) (ec791a5)

Bug Fixes

• mcp: correctly propagate client headers during init (#499) (