Scheduled monthly dependency update for December

[pyup-bot]

Update mkdocs from 1.3.0 to 1.6.1.

The bot wasn't able to find a changelog for this release. Got an idea?

Links

• PyPI: https://pypi.org/project/mkdocs

Update pymdown-extensions from 10.0.1 to 10.12.

Changelog

10.12

-   **NEW**: Blocks: Blocks extensions no longer considered in beta.
-   **NEW**: Details: Details is marked as "legacy" in documentation in favor of the new `pymdownx.blocks.details` approach.
-   **NEW**: Tabbed: Tabbed is marked as "legacy" in documentation in favor of the new `pymdownx.blocks.tab` approach.
-   **NEW**: Caption: Add new "blocks" style extension called Caption which helps with specifying figures with captions.
-   **NEW**: Emoji: Add a new `strict` option that will raise an exception if an emoji is used whose name has changed,
 removed, or never existed.
-   **FIX**: Emoji: Emoji links should be generated such that they point to the new CDN version.

10.11.2

-   **FIX**: SuperFences: Fix a regression where certain patterns could cause a hang.

10.11.1

-   **Fix**: SuperFences: Fix regression where an omitted language in conjunction with options in the fenced header
 can cause a fence to not be parsed.

10.11

-   **NEW**: SuperFences: Allow fenced code to be parsed in the form ` lang {.class id} `.

10.10.2

-   **FIX**: BetterEm: Add better support for `*em, **em,strong***` and `_em, __em,strong___` cases.
-   **FIX**: Caret: Add better support for `*sup, **sup,ins***`.
-   **FIX**: Tilde: Add better support for `*sub, **sub,del***`.

10.10.1

-   **FIX**: FancyLists: Remove a mistaken semicolon from injected classes.

10.10

-   **NEW**: FancyLists: Add new FancyLists extension.
-   **NEW**: MagicLink: Change social links to support `x` instead of `twitter`. `twitter` is still recognized but is
 now deprecated and will be removed at a future time.
-   **NEW**: Emoji: Update Twemoji data to the latest.
-   **FIX**: PathConverter: Fixes for latest changes in Python regarding `urlunparse`.

10.9

-   **NEW**: Officially support Python 3.13.
-   **FIX**: Snippets: Better handling of cases where URL snippet requests contain no header length.

10.8.1

-   **FIX**: Snippets: Fix snippet line range with a start of line 1.

10.8

-   **NEW**: Require Python Markdown 3.6+.
-   **FIX**: Fix some test cases.
-   **FIX**: Fix warnings due to recent changes in Python Markdown.

10.7.1

-   **FIX**: SmartSymbols: Ensure symbols are properly translated in table of content tokens.

10.7

-   **NEW**: Emoji: Update Twemoji and Gemoji data to latest.
-   **NEW**: Emoji: Due to recent Gemoji update, non-standard emoji are no longer indexed. So emoji such as `:octocat:`
 are no longer resolved.
-   **NEW**: Highlight: Added new option `default_lang` which will cause code blocks with no language specifier to be
 highlighted with the specified default language instead of plain text. This affects indented code blocks and code
 blocks defined with SuperFences.
-   **NEW**: InlineHilite: `style_plain_text` can be specified with a language string (in addition to its previous
 boolean requirement) to treat inline code blocks with no explicit language specifier with a specific default
 language.

10.6

-   **NEW**: MagicLink: Allow configuring custom repository providers based off the existing providers.

10.5

- **NEW**: Blocks: Admonitions and Details now allow configuring custom block classes and default titles.
- **FIX**: Keys: Ensure that Keys does not parse base64 encoded URLs.

10.4

-   **NEW**: Snippets: Allow PathLike objects for `base_path` to better support interactions with MkDocs.
-   **FIX**: Block Admonitions: Empty titles should be respected.
-   **FIX**: Block Details: Empty summary should be respected.

10.3.1

-   **FIX**: SuperFences: Fix an issue where braces were not handled properly in attributes.

10.3

-   **NEW**: Officially support Python 3.12.
-   **NEW**: Drop Python 3.7 support.

10.2.1

-   **FIX**: Tabbed: Fix regression.

10.2

-   **NEW**: Highlight: Add new `stripnl` option to configure Pygments' default handling of stripping leading and
 and trailing new lines from code blocks. Mainly affects fenced code blocks.
-   **FIX**: SuperFences: Fix issue where when SuperFences attempts to test if a placeholder is its own, it can throw
 an exception.

10.1

-   **NEW**: Add new `combine_header_slug` option in legacy Tabbed extension and new Block Tab extension that will
 prefix a content tab's slug with the parent header's slug. This allows for content tab slugs that are scoped to the
 header they are under.

Links

• PyPI: https://pypi.org/project/pymdown-extensions
• Changelog: https://data.safetycli.com/changelogs/pymdown-extensions/

Update mkdocs-material from 8.2.12 to 9.5.47.

The bot wasn't able to find a changelog for this release. Got an idea?

Links

• PyPI: https://pypi.org/project/mkdocs-material

Update mkdocstrings from 0.18.1 to 0.27.0.

The bot wasn't able to find a changelog for this release. Got an idea?

Links

• PyPI: https://pypi.org/project/mkdocstrings

Update black from 22.3.0 to 24.10.0.

Changelog

24.10.0

Highlights

- Black is now officially tested with Python 3.13 and provides Python 3.13
mypyc-compiled wheels. (4436) (4449)
- Black will issue an error when used with Python 3.12.5, due to an upstream memory
safety issue in Python 3.12.5 that can cause Black's AST safety checks to fail. Please
use Python 3.12.6 or Python 3.12.4 instead. (4447)
- Black no longer supports running with Python 3.8 (4452)

Stable style

- Fix crashes involving comments in parenthesised return types or `X | Y` style unions.
(4453)
- Fix skipping Jupyter cells with unknown `%%` magic (4462)

Preview style

- Fix type annotation spacing between * and more complex type variable tuple (i.e. `def
fn(*args: *tuple[*Ts, T]) -> None: pass`) (4440)

Caching

- Fix bug where the cache was shared between runs with and without `--unstable` (4466)

Packaging

- Upgrade version of mypyc used to 1.12 beta (4450) (4449)
- `blackd` now requires a newer version of aiohttp. (4451)

Output

- Added Python target version information on parse error (4378)
- Add information about Black version to internal error messages (4457)

24.8.0

Stable style

- Fix crash when ` fmt: off` is used before a closing parenthesis or bracket. (4363)

Packaging

- Packaging metadata updated: docs are explictly linked, the issue tracker is now also
linked. This improves the PyPI listing for Black. (4345)

Parser

- Fix regression where Black failed to parse a multiline f-string containing another
multiline string (4339)
- Fix regression where Black failed to parse an escaped single quote inside an f-string
(4401)
- Fix bug with Black incorrectly parsing empty lines with a backslash (4343)
- Fix bugs with Black's tokenizer not handling `\{` inside f-strings very well (4422)
- Fix incorrect line numbers in the tokenizer for certain tokens within f-strings
(4423)

Performance

- Improve performance when a large directory is listed in `.gitignore` (4415)

_Blackd_

- Fix blackd (and all extras installs) for docker container (4357)

24.4.2

This is a bugfix release to fix two regressions in the new f-string parser introduced in
24.4.1.

Parser

- Fix regression where certain complex f-strings failed to parse (4332)

Performance

- Fix bad performance on certain complex string literals (4331)

24.4.1

Highlights

- Add support for the new Python 3.12 f-string syntax introduced by PEP 701 (3822)

Stable style

- Fix crash involving indented dummy functions containing newlines (4318)

Parser

- Add support for type parameter defaults, a new syntactic feature added to Python 3.13
by PEP 696 (4327)

Integrations

- Github Action now works even when `git archive` is skipped (4313)

24.4.0

Stable style

- Fix unwanted crashes caused by AST equivalency check (4290)

Preview style

- `if` guards in `case` blocks are now wrapped in parentheses when the line is too long.
(4269)
- Stop moving multiline strings to a new line unless inside brackets (4289)

Integrations

- Add a new option `use_pyproject` to the GitHub Action `psf/black`. This will read the
Black version from `pyproject.toml`. (4294)

24.3.0

Highlights

This release is a milestone: it fixes Black's first CVE security vulnerability. If you
run Black on untrusted input, or if you habitually put thousands of leading tab
characters in your docstrings, you are strongly encouraged to upgrade immediately to fix
[CVE-2024-21503](https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2024-21503).

This release also fixes a bug in Black's AST safety check that allowed Black to make
incorrect changes to certain f-strings that are valid in Python 3.12 and higher.

Stable style

- Don't move comments along with delimiters, which could cause crashes (4248)
- Strengthen AST safety check to catch more unsafe changes to strings. Previous versions
of Black would incorrectly format the contents of certain unusual f-strings containing
nested strings with the same quote type. Now, Black will crash on such strings until
support for the new f-string syntax is implemented. (4270)
- Fix a bug where line-ranges exceeding the last code line would not work as expected
(4273)

Performance

- Fix catastrophic performance on docstrings that contain large numbers of leading tab
characters. This fixes
[CVE-2024-21503](https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2024-21503).
(4278)

Documentation

- Note what happens when `--check` is used with `--quiet` (4236)

24.2.0

Stable style

- Fixed a bug where comments where mistakenly removed along with redundant parentheses
(4218)

Preview style

- Move the `hug_parens_with_braces_and_square_brackets` feature to the unstable style
due to an outstanding crash and proposed formatting tweaks (4198)
- Fixed a bug where base expressions caused inconsistent formatting of \*\* in tenary
expression (4154)
- Checking for newline before adding one on docstring that is almost at the line limit
(4185)
- Remove redundant parentheses in `case` statement `if` guards (4214).

Configuration

- Fix issue where _Black_ would ignore input files in the presence of symlinks (4222)
- _Black_ now ignores `pyproject.toml` that is missing a `tool.black` section when
discovering project root and configuration. Since _Black_ continues to use version
control as an indicator of project root, this is expected to primarily change behavior
for users in a monorepo setup (desirably). If you wish to preserve previous behavior,
simply add an empty `[tool.black]` to the previously discovered `pyproject.toml`
(4204)

Output

- Black will swallow any `SyntaxWarning`s or `DeprecationWarning`s produced by the `ast`
module when performing equivalence checks (4189)

Integrations

- Add a JSONSchema and provide a validate-pyproject entry-point (4181)

24.1.1

Bugfix release to fix a bug that made Black unusable on certain file systems with strict
limits on path length.

Preview style

- Consistently add trailing comma on typed parameters (4164)

Configuration

- Shorten the length of the name of the cache file to fix crashes on file systems that
do not support long paths (4176)

24.1.0

Highlights

This release introduces the new 2024 stable style (4106), stabilizing the following
changes:

- Add parentheses around `if`-`else` expressions (2278)
- Dummy class and function implementations consisting only of `...` are formatted more
compactly (3796)
- If an assignment statement is too long, we now prefer splitting on the right-hand side
(3368)
- Hex codes in Unicode escape sequences are now standardized to lowercase (2916)
- Allow empty first lines at the beginning of most blocks (3967, 4061)
- Add parentheses around long type annotations (3899)
- Enforce newline after module docstrings (3932, 4028)
- Fix incorrect magic trailing comma handling in return types (3916)
- Remove blank lines before class docstrings (3692)
- Wrap multiple context managers in parentheses if combined in a single `with` statement
(3489)
- Fix bug in line length calculations for power operations (3942)
- Add trailing commas to collection literals even if there's a comment after the last
entry (3393)
- When using `--skip-magic-trailing-comma` or `-C`, trailing commas are stripped from
subscript expressions with more than 1 element (3209)
- Add extra blank lines in stubs in a few cases (3564, 3862)
- Accept raw strings as docstrings (3947)
- Split long lines in case blocks (4024)
- Stop removing spaces from walrus operators within subscripts (3823)
- Fix incorrect formatting of certain async statements (3609)
- Allow combining ` fmt: skip` with other comments (3959)

There are already a few improvements in the `--preview` style, which are slated for the
2025 stable style. Try them out and
[share your feedback](https://github.com/psf/black/issues). In the past, the preview
style has included some features that we were not able to stabilize. This year, we're
adding a separate `--unstable` style for features with known problems. Now, the
`--preview` style only includes features that we actually expect to make it into next
year's stable style.

Stable style

Several bug fixes were made in features that are moved to the stable style in this
release:

- Fix comment handling when parenthesising conditional expressions (4134)
- Fix bug where spaces were not added around parenthesized walruses in subscripts,
unlike other binary operators (4109)
- Remove empty lines before docstrings in async functions (4132)
- Address a missing case in the change to allow empty lines at the beginning of all
blocks, except immediately before a docstring (4130)
- For stubs, fix logic to enforce empty line after nested classes with bodies (4141)

Preview style

- Add `--unstable` style, covering preview features that have known problems that would
block them from going into the stable style. Also add the `--enable-unstable-feature`
flag; for example, use
`--enable-unstable-feature hug_parens_with_braces_and_square_brackets` to apply this
preview feature throughout 2024, even if a later Black release downgrades the feature
to unstable (4096)
- Format module docstrings the same as class and function docstrings (4095)
- Fix crash when using a walrus in a dictionary (4155)
- Fix unnecessary parentheses when wrapping long dicts (4135)
- Stop normalizing spaces before ` fmt: skip` comments (4146)

Configuration

- Print warning when configuration in `pyproject.toml` contains an invalid key (4165)
- Fix symlink handling, properly ignoring symlinks that point outside of root (4161)
- Fix cache mtime logic that resulted in false positive cache hits (4128)
- Remove the long-deprecated `--experimental-string-processing` flag. This feature can
currently be enabled with `--preview --enable-unstable-feature string_processing`.
(4096)

Integrations

- Revert the change to run Black's pre-commit integration only on specific git hooks
(3940) for better compatibility with older versions of pre-commit (4137)

23.12.1

Packaging

- Fixed a bug that included dependencies from the `d` extra by default (4108)

23.12.0

Highlights

It's almost 2024, which means it's time for a new edition of _Black_'s stable style!
Together with this release, we'll put out an alpha release 24.1a1 showcasing the draft
2024 stable style, which we'll finalize in the January release. Please try it out and
[share your feedback](https://github.com/psf/black/issues/4042).

This release (23.12.0) will still produce the 2023 style. Most but not all of the
changes in `--preview` mode will be in the 2024 stable style.

Stable style

- Fix bug where ` fmt: off` automatically dedents when used with the `--line-ranges`
option, even when it is not within the specified line range. (4084)
- Fix feature detection for parenthesized context managers (4104)

Preview style

- Prefer more equal signs before a break when splitting chained assignments (4010)
- Standalone form feed characters at the module level are no longer removed (4021)
- Additional cases of immediately nested tuples, lists, and dictionaries are now
indented less (4012)
- Allow empty lines at the beginning of all blocks, except immediately before a
docstring (4060)
- Fix crash in preview mode when using a short `--line-length` (4086)
- Keep suites consisting of only an ellipsis on their own lines if they are not
functions or class definitions (4066) (4103)

Configuration

- `--line-ranges` now skips _Black_'s internal stability check in `--safe` mode. This
avoids a crash on rare inputs that have many unformatted same-content lines. (4034)

Packaging

- Upgrade to mypy 1.7.1 (4049) (4069)
- Faster compiled wheels are now available for CPython 3.12 (4070)

Integrations

- Enable 3.12 CI (4035)
- Build docker images in parallel (4054)
- Build docker images with 3.12 (4055)

23.11.0

Highlights

- Support formatting ranges of lines with the new `--line-ranges` command-line option
(4020)

Stable style

- Fix crash on formatting bytes strings that look like docstrings (4003)
- Fix crash when whitespace followed a backslash before newline in a docstring (4008)
- Fix standalone comments inside complex blocks crashing Black (4016)
- Fix crash on formatting code like `await (a ** b)` (3994)
- No longer treat leading f-strings as docstrings. This matches Python's behaviour and
fixes a crash (4019)

Preview style

- Multiline dicts and lists that are the sole argument to a function are now indented
less (3964)
- Multiline unpacked dicts and lists as the sole argument to a function are now also
indented less (3992)
- In f-string debug expressions, quote types that are visible in the final string are
now preserved (4005)
- Fix a bug where long `case` blocks were not split into multiple lines. Also enable
general trailing comma rules on `case` blocks (4024)
- Keep requiring two empty lines between module-level docstring and first function or
class definition (4028)
- Add support for single-line format skip with other comments on the same line (3959)

Configuration

- Consistently apply force exclusion logic before resolving symlinks (4015)
- Fix a bug in the matching of absolute path names in `--include` (3976)

Performance

- Fix mypyc builds on arm64 on macOS (4017)

Integrations

- Black's pre-commit integration will now run only on git hooks appropriate for a code
formatter (3940)

23.10.1

Highlights

- Maintenance release to get a fix out for GitHub Action edge case (3957)

Preview style

- Fix merging implicit multiline strings that have inline comments (3956)
- Allow empty first line after block open before a comment or compound statement (3967)

Packaging

- Change Dockerfile to hatch + compile black (3965)

Integrations

- The summary output for GitHub workflows is now suppressible using the `summary`
parameter. (3958)
- Fix the action failing when Black check doesn't pass (3957)

Documentation

- It is known Windows documentation CI is broken
https://github.com/psf/black/issues/3968

23.10.0

Stable style

- Fix comments getting removed from inside parenthesized strings (3909)

Preview style

- Fix long lines with power operators getting split before the line length (3942)
- Long type hints are now wrapped in parentheses and properly indented when split across
multiple lines (3899)
- Magic trailing commas are now respected in return types. (3916)
- Require one empty line after module-level docstrings. (3932)
- Treat raw triple-quoted strings as docstrings (3947)

Configuration

- Fix cache versioning logic when `BLACK_CACHE_DIR` is set (3937)

Parser

- Fix bug where attributes named `type` were not accepted inside `match` statements
(3950)
- Add support for PEP 695 type aliases containing lambdas and other unusual expressions
(3949)

Output

- Black no longer attempts to provide special errors for attempting to format Python 2
code (3933)
- Black will more consistently print stacktraces on internal errors in verbose mode
(3938)

Integrations

- The action output displayed in the job summary is now wrapped in Markdown (3914)

23.9.1

Due to various issues, the previous release (23.9.0) did not include compiled mypyc
wheels, which make Black significantly faster. These issues have now been fixed, and
this release should come with compiled wheels once again.

There will be no wheels for Python 3.12 due to a bug in mypyc. We will provide 3.12
wheels in a future release as soon as the mypyc bug is fixed.

Packaging

- Upgrade to mypy 1.5.1 (3864)

Performance

- Store raw tuples instead of NamedTuples in Black's cache, improving performance and
decreasing the size of the cache (3877)

23.9.0

Preview style

- More concise formatting for dummy implementations (3796)
- In stub files, add a blank line between a statement with a body (e.g an
`if sys.version_info > (3, x):`) and a function definition on the same level (3862)
- Fix a bug whereby spaces were removed from walrus operators within subscript(3823)

Configuration

- Black now applies exclusion and ignore logic before resolving symlinks (3846)

Performance

- Avoid importing `IPython` if notebook cells do not contain magics (3782)
- Improve caching by comparing file hashes as fallback for mtime and size (3821)

_Blackd_

- Fix an issue in `blackd` with single character input (3558)

Integrations

- Black now has an
[official pre-commit mirror](https://github.com/psf/black-pre-commit-mirror). Swapping
`https://github.com/psf/black` to `https://github.com/psf/black-pre-commit-mirror` in
your `.pre-commit-config.yaml` will make Black about 2x faster (3828)
- The `.black.env` folder specified by `ENV_PATH` will now be removed on the completion
of the GitHub Action (3759)

23.7.0

Highlights

- Runtime support for Python 3.7 has been removed. Formatting 3.7 code will still be
supported until further notice (3765)

Stable style

- Fix a bug where an illegal trailing comma was added to return type annotations using
PEP 604 unions (3735)
- Fix several bugs and crashes where comments in stub files were removed or mishandled
under some circumstances (3745)
- Fix a crash with multi-line magic comments like `type: ignore` within parentheses
(3740)
- Fix error in AST validation when _Black_ removes trailing whitespace in a type comment
(3773)

Preview style

- Implicitly concatenated strings used as function args are no longer wrapped inside
parentheses (3640)
- Remove blank lines between a class definition and its docstring (3692)

Configuration

- The `--workers` argument to _Black_ can now be specified via the `BLACK_NUM_WORKERS`
environment variable (3743)
- `.pytest_cache`, `.ruff_cache` and `.vscode` are now excluded by default (3691)
- Fix _Black_ not honouring `pyproject.toml` settings when running `--stdin-filename`
and the `pyproject.toml` found isn't in the current working directory (3719)
- _Black_ will now error if `exclude` and `extend-exclude` have invalid data types in
`pyproject.toml`, instead of silently doing the wrong thing (3764)

Packaging

- Upgrade mypyc from 0.991 to 1.3 (3697)
- Remove patching of Click that mitigated errors on Python 3.6 with `LANG=C` (3768)

Parser

- Add support for the new PEP 695 syntax in Python 3.12 (3703)

Performance

- Speed up _Black_ significantly when the cache is full (3751)
- Avoid importing `IPython` in a case where we wouldn't need it (3748)

Output

- Use aware UTC datetimes internally, avoids deprecation warning on Python 3.12 (3728)
- Change verbose logging to exactly mirror _Black_'s logic for source discovery (3749)

_Blackd_

- The `blackd` argument parser now shows the default values for options in their help
text (3712)

Integrations

- Black is now tested with
[`PYTHONWARNDEFAULTENCODING = 1`](https://docs.python.org/3/library/io.html#io-encoding-warning)
(3763)
- Update GitHub Action to display black output in the job summary (3688)

Documentation

- Add a CITATION.cff file to the root of the repository, containing metadata on how to
cite this software (3723)
- Update the _classes_ and _exceptions_ documentation in Developer reference to match
the latest code base (3755)

23.3.0

Highlights

This release fixes a longstanding confusing behavior in Black's GitHub action, where the
version of the action did not determine the version of Black being run (issue 3382). In
addition, there is a small bug fix around imports and a number of improvements to the
preview style.

Please try out the
[preview style](https://black.readthedocs.io/en/stable/the_black_code_style/future_style.html#preview-style)
with `black --preview` and tell us your feedback. All changes in the preview style are
expected to become part of Black's stable style in January 2024.

Stable style

- Import lines with ` fmt: skip` and ` fmt: off` no longer have an extra blank line
added when they are right after another import line (3610)

Preview style

- Add trailing commas to collection literals even if there's a comment after the last
entry (3393)
- `async def`, `async for`, and `async with` statements are now formatted consistently
compared to their non-async version. (3609)
- `with` statements that contain two context managers will be consistently wrapped in
parentheses (3589)
- Let string splitters respect [East Asian Width](https://www.unicode.org/reports/tr11/)
(3445)
- Now long string literals can be split after East Asian commas and periods (`、` U+3001
IDEOGRAPHIC COMMA, `。` U+3002 IDEOGRAPHIC FULL STOP, & `，` U+FF0C FULLWIDTH COMMA)
besides before spaces (3445)
- For stubs, enforce one blank line after a nested class with a body other than just
`...` (3564)
- Improve handling of multiline strings by changing line split behavior (1879)

Parser

- Added support for formatting files with invalid type comments (3594)

Integrations

- Update GitHub Action to use the version of Black equivalent to action's version if
version input is not specified (3543)
- Fix missing Python binary path in autoload script for vim (3508)

Documentation

- Document that only the most recent release is supported for security issues;
vulnerabilities should be reported through Tidelift (3612)

23.1.0

Highlights

This is the first release of 2023, and following our
[stability policy](https://black.readthedocs.io/en/stable/the_black_code_style/index.html#stability-policy),
it comes with a number of improvements to our stable style, including improvements to
empty line handling, removal of redundant parentheses in several contexts, and output
that highlights implicitly concatenated strings better.

There are also many changes to the preview style; try out `black --preview` and give us
feedback to help us set the stable style for next year.

In addition to style changes, Black now automatically infers the supported Python
versions from your `pyproject.toml` file, removing the need to set Black's target
versions separately.

Stable style

- Introduce the 2023 stable style, which incorporates most aspects of last year's
preview style (3418). Specific changes:
- Enforce empty lines before classes and functions with sticky leading comments
 (3302) (22.12.0)
- Reformat empty and whitespace-only files as either an empty file (if no newline is
 present) or as a single newline character (if a newline is present) (3348)
 (22.12.0)
- Implicitly concatenated strings used as function args are now wrapped inside
 parentheses (3307) (22.12.0)
- Correctly handle trailing commas that are inside a line's leading non-nested parens
 (3370) (22.12.0)
- `--skip-string-normalization` / `-S` now prevents docstring prefixes from being
 normalized as expected (3168) (since 22.8.0)
- When using `--skip-magic-trailing-comma` or `-C`, trailing commas are stripped from
 subscript expressions with more than 1 element (3209) (22.8.0)
- Implicitly concatenated strings inside a list, set, or tuple are now wrapped inside
 parentheses (3162) (22.8.0)
- Fix a string merging/split issue when a comment is present in the middle of
 implicitly concatenated strings on its own line (3227) (22.8.0)
- Docstring quotes are no longer moved if it would violate the line length limit
 (3044, 3430) (22.6.0)
- Parentheses around return annotations are now managed (2990) (22.6.0)
- Remove unnecessary parentheses around awaited objects (2991) (22.6.0)
- Remove unnecessary parentheses in `with` statements (2926) (22.6.0)
- Remove trailing newlines after code block open (3035) (22.6.0)
- Code cell separators `%%` are now standardised to ` %%` (2919) (22.3.0)
- Remove unnecessary parentheses from `except` statements (2939) (22.3.0)
- Remove unnecessary parentheses from tuple unpacking in `for` loops (2945) (22.3.0)
- Avoid magic-trailing-comma in single-element subscripts (2942) (22.3.0)
- Fix a crash when a colon line is marked between ` fmt: off` and ` fmt: on` (3439)

Preview style

- Format hex codes in unicode escape sequences in string literals (2916)
- Add parentheses around `if`-`else` expressions (2278)
- Improve performance on large expressions that contain many strings (3467)
- Fix a crash in preview style with assert + parenthesized string (3415)
- Fix crashes in preview style with walrus operators used in function return annotations
and except clauses (3423)
- Fix a crash in preview advanced string processing where mixed implicitly concatenated
regular and f-strings start with an empty span (3463)
- Fix a crash in preview advanced string processing where a standalone comment is placed
before a dict's value (3469)
- Fix an issue where extra empty lines are added when a decorator has ` fmt: skip`
applied or there is a standalone comment between decorators (3470)
- Do not put the closing quotes in a docstring on a separate line, even if the line is
too long (3430)
- Long values in dict literals are now wrapped in parentheses; correspondingly
unnecessary parentheses around short values in dict literals are now removed; long
string lambda values are now wrapped in parentheses (3440)
- Fix two crashes in preview style involving edge cases with docstrings (3451)
- Exclude string type annotations from improved string processing; fix crash when the
return type annotation is stringified and spans across multiple lines (3462)
- Wrap multiple context managers in parentheses when targeting Python 3.9+ (3489)
- Fix several crashes in preview style with walrus operators used in `with` statements
or tuples (3473)
- Fix an invalid quote escaping bug in f-string expressions where it produced invalid
code. Implicitly concatenated f-strings with different quotes can now be merged or
quote-normalized by changing the quotes used in expressions. (3509)
- Fix crash on `await (yield)` when Black is compiled with mypyc (3533)

Configuration

- Black now tries to infer its `--target-version` from the project metadata specified in
`pyproject.toml` (3219)

Packaging

- Upgrade mypyc from `0.971` to `0.991` so mypycified _Black_ can be built on armv7
(3380)
- This also fixes some crashes while using compiled Black with a debug build of
 CPython
- Drop specific support for the `tomli` requirement on 3.11 alpha releases, working
around a bug that would cause the requirement not to be installed on any non-final
Python releases (3448)
- Black now depends on `packaging` version `22.0` or later. This is required for new
functionality that needs to parse part of the project metadata (3219)

Output

- Calling `black --help` multiple times will return the same help contents each time
(3516)
- Verbose logging now shows the values of `pyproject.toml` configuration variables
(3392)
- Fix false symlink detection messages in verbose output due to using an incorrect
relative path to the project root (3385)

Integrations

- Move 3.11 CI to normal flow now that all dependencies support 3.11 (3446)
- Docker: Add new `latest_prerelease` tag automation to follow latest black alpha
release on docker images (3465)

Documentation

- Expand `vim-plug` installation instructions to offer more explicit options (3468)

22.12.0

Preview style

- Enforce empty lines before classes and functions with sticky leading comments (3302)
- Reformat empty and whitespace-only files as either an empty file (if no newline is
present) or as a single newline character (if a newline is present) (3348)
- Implicitly concatenated strings used as function args are now wrapped inside
parentheses (3307)
- For assignment statements, prefer splitting the right hand side if the left hand side
fits on a single line (3368)
- Correctly handle trailing commas that are inside a line's leading non-nested parens
(3370)

Configuration

- Fix incorrectly applied `.gitignore` rules by considering the `.gitignore` location
and the relative path to the target file (3338)
- Fix incorrectly ignoring `.gitignore` presence when more than one source directory is
specified (3336)

Parser

- Parsing support has been added for walruses inside generator expression that are
passed as function args (for example,
`any(match := my_re.match(text) for text in texts)`) (3327).

Integrations

- Vim plugin: Optionally allow using the system installation of Black via
`let g:black_use_virtualenv = 0`(3309)

22.10.0

Highlights

- Runtime support for Python 3.6 has been removed. Formatting 3.6 code will still be
supported until further notice.

Stable style

- Fix a crash when ` fmt: on` is used on a different block level than ` fmt: off`
(3281)

Preview style

- Fix a crash when formatting some dicts with parenthesis-wrapped long string keys
(3262)

Configuration

- `.ipynb_checkpoints` directories are now excluded by default (3293)
- Add `--skip-source-first-line` / `-x` option to ignore the first line of source code
while formatting (3299)

Packaging

- Executables made with PyInstaller will no longer crash when formatting several files
at once on macOS. Native x86-64 executables for macOS are available once again.
(3275)
- Hatchling is now used as the build backend. This will not have any effect for users
who install Black with its wheels from PyPI. (3233)
- Faster compiled wheels are now available for CPython 3.11 (3276)

_Blackd_

- Windows style (CRLF) newlines will be preserved (3257).

Integrations

- Vim plugin: add flag (`g:black_preview`) to enable/disable the preview style (3246)
- Update GitHub Action to support formatting of Jupyter Notebook files via a `jupyter`
option (3282)
- Update GitHub Action to support use of version specifiers (e.g. `<23`) for Black
version (3265)

22.8.0

Highlights

- Python 3.11 is now supported, except for _blackd_ as aiohttp does not support 3.11 as
of publishing (3234)
- This is the last release that supports running _Black_ on Python 3.6 (formatting 3.6
code will continue to be supported until further notice)
- Reword the stability policy to say that we may, in rare cases, make changes that
affect code that was not previously formatted by _Black_ (3155)

Stable style

- Fix an infinite loop when using ` fmt: on/off` in the middle of an expression or code
block (3158)
- Fix incorrect handling of ` fmt: skip` on colon (`:`) lines (3148)
- Comments are no longer deleted when a line had spaces removed around power operators
(2874)

Preview style

- Single-character closing docstring quotes are no longer moved to their own line as
this is invalid. This was a bug introduced in version 22.6.0. (3166)
- `--skip-string-normalization` / `-S` now prevents docstring prefixes from being
normalized as expected (3168)
- When using `--skip-magic-trailing-comma` or `-C`, trailing commas are stripped from
subscript expressions with more than 1 element (3209)
- Implicitly concatenated strings inside a list, set, or tuple are now wrapped inside
parentheses (3162)
- Fix a string merging/split issue when a comment is present in the middle of implicitly
concatenated strings on its own line (3227)

_Blackd_

- `blackd` now supports enabling the preview style via the `X-Preview` header (3217)

Configuration

- Black now uses the presence of debug f-strings to detect target version (3215)
- Fix misdetection of project root and verbose logging of sources in cases involving
`--stdin-filename` (3216)
- Immediate `.gitignore` files in source directories given on the command line are now
also respected, previously only `.gitignore` files in the project root and
automatically discovered directories were respected (3237)

Documentation

- Recommend using BlackConnect in IntelliJ IDEs (3150)

Integrations

- Vim plugin: prefix messages with `Black: ` so it's clear they come from Black (3194)
- Docker: changed to a /opt/venv installation + added to PATH to be available to
non-root users (3202)

Output

- Change from deprecated `asyncio.get_event_loop()` to create our event loop which
removes DeprecationWarning (3164)
- Remove logging from internal `blib2to3` library since it regularly emits error logs
about failed caching that can and should be ignored (3193)

Parser

- Type comments are now included in the AST equivalence check consistently so accidental
deletion raises an error. Though type comments can't be tracked when running on PyPy
3.7 due to standard library limitations. (2874)

Performance

- Reduce Black's startup time when formatting a single file by 15-30% (3211)

22.6.0

Style

- Fix unstable formatting involving `fmt: skip` and ` fmt:skip` comments (notice the
lack of spaces) (2970)

Preview style

- Docstring quotes are no longer moved if it would violate the line length limit (3044)
- Parentheses around return annotations are now managed (2990)
- Remove unnecessary parentheses around awaited objects (2991)
- Remove unnecessary parentheses in `with` statements (2926)
- Remove trailing newlines after code block open (3035)

Integrations

- Add `scripts/migrate-black.py` script to ease introduction of Black to a Git project
(3038)

Output

- Output Python version and implementation as part of `--version` flag (2997)

Packaging

- Use `tomli` instead of `tomllib` on Python 3.11 builds where `tomllib` is not
available (2987)

Parser

- [PEP 654](https://peps.python.org/pep-0654/#except) syntax (for example,
`except *ExceptionGroup:`) is now supported (3016)
- [PEP 646](https://peps.python.org/pep-0646) syntax (for example,
`Array[Batch, *Shape]` or `def fn(*args: *T) -> None`) is now supported (3071)

Vim Plugin

- Fix `strtobool` function. It didn't parse true/on/false/off. (3025)

Links

• PyPI: https://pypi.org/project/black
• Changelog: https://data.safetycli.com/changelogs/black/

Update wheel from 0.38.2 to 0.45.1.

The bot wasn't able to find a changelog for this release. Got an idea?

Links

• PyPI: https://pypi.org/project/wheel

Update polars from 0.18.2 to 1.16.0.

The bot wasn't able to find a changelog for this release. Got an idea?

Links

• PyPI: https://pypi.org/project/polars
• Changelog: https://data.safetycli.com/changelogs/polars/

Update pandas from 1.5.0 to 2.2.3.

The bot wasn't able to find a changelog for this release. Got an idea?

Links

• PyPI: https://pypi.org/project/pandas
• Homepage: https://pandas.pydata.org

Update alembic from 1.7.7 to 1.14.0.

The bot wasn't able to find a changelog for this release. Got an idea?

Links

• PyPI: https://pypi.org/project/alembic
• Homepage: https://alembic.sqlalchemy.org
• Docs: https://pythonhosted.org/alembic/

Update PyYAML from 6.0 to 6.0.2.

The bot wasn't able to find a changelog for this release. Got an idea?

Links

• PyPI: https://pypi.org/project/pyyaml
• Homepage: https://pyyaml.org/

Update psycopg2-binary from 2.9.3 to 2.9.10.

The bot wasn't able to find a changelog for this release. Got an idea?

Links

• PyPI: https://pypi.org/project/psycopg2-binary
• Homepage: https://psycopg.org/

Update boto3 from 1.22.4 to 1.35.71.

The bot wasn't able to find a changelog for this release. Got an idea?

Links

• PyPI: https://pypi.org/project/boto3
• Repo: https://github.com/boto/boto3

Update click from 8.1.3 to 8.1.7.

Changelog

8.1.7

-------------

Released 2023-08-17

-   Fix issue with regex flags in shell completion. :issue:`2581`
-   Bash version detection issues a warning instead of an error. :issue:`2574`
-   Fix issue with completion script for Fish shell. :issue:`2567`

8.1.6

-------------

Released 2023-07-18

-   Fix an issue with type hints for ``click.group()``. :issue:`2558`

8.1.5

-------------

Released 2023-07-13

-   Fix an issue with type hints for ``click.command()``, ``click.option()``, and
 other decorators. Introduce typing tests. :issue:`2558`

8.1.4

-------------

Released 2023-07-06

-   Replace all ``typing.Dict`` occurrences to ``typing.MutableMapping`` for
 parameter hints. :issue:`2255`
-   Improve type hinting for decorators and give all generic types parameters.
 :issue:`2398`
-   Fix return value and type signature of `shell_completion.add_completion_class`
 function. :pr:`2421`
-   Bash version detection doesn't fail on Windows. :issue:`2461`
-   Completion works if there is a dot (``.``) in the program name. :issue:`2166`
-   Improve type annotations for pyright type checker. :issue:`2268`
-   Improve responsiveness of ``click.clear()``. :issue:`2284`
-   Improve command name detection when using Shiv or PEX. :issue:`2332`
-   Avoid showing empty lines if command help text is empty. :issue:`2368`
-   ZSH completion script works when loaded from ``fpath``. :issue:`2344`.
-   ``EOFError`` and ``KeyboardInterrupt`` tracebacks are not suppressed when
 ``standalone_mode`` is disabled. :issue:`2380`
-   ``group.command`` does not fail if the group was created with a custom
 ``command_class``. :issue:`2416`
-   ``multiple=True`` is allowed for flag options again and does not require
 setting ``default=()``. :issue:`2246, 2292, 2295`
-   Make the decorators returned by ``argument()`` and ``option()`` reusable when the
 ``cls`` parameter is used. :issue:`2294`
-   Don't fail when writing filenames to streams with strict errors. Replace invalid
 bytes with the replacement character (``�``). :issue:`2395`
-   Remove unnecessary attempt to detect MSYS2 environment. :issue:`2355`
-   Remove outdated and unnecessary detection of App Engine environment. :pr:`2554`
-   ``echo()`` does not fail when no streams are attached, such as with ``pythonw`` on
 Windows. :issue:`2415`
-   Argument with ``expose_value=False`` do not cause completion to fail. :issue:`2336`

Links

• PyPI: https://pypi.org/project/click
• Changelog: https://data.safetycli.com/changelogs/click/
• Homepage: https://palletsprojects.com/p/click/

Update retrying from 1.3.3 to 1.3.4.

Changelog

1.3.4

++++++++++++++++++
- Added Greg Roodt as maintainer
- Formatted code with black
- Updated repository references

Links

• PyPI: https://pypi.org/project/retrying
• Changelog: https://data.safetycli.com/changelogs/retrying/
• Repo: https://github.com/groodt/retrying

Update Dickens from 1.0.1 to 2.1.1.

The bot wasn't able to find a changelog for this release. Got an idea?

Links

• PyPI: https://pypi.org/project/dickens
• Repo: https://github.com/dssg/dickens

Update wrapt from 1.14.0 to 1.17.0.

Changelog

1.17.0

See the project page on the Python Package Index at https://pypi.org/project/wrapt/1.17.0/ for more information.

1.16.0

See the project page on the Python Package Index at https://pypi.org/project/wrapt/1.16.0/ for more information.

Links

• PyPI: https://pypi.org/project/wrapt
• Changelog: https://data.safetycli.com/changelogs/wrapt/
• Repo: https://github.com/GrahamDumpleton/wrapt

Update argcmdr from 0.7.0 to 1.1.0.

Changelog

1.1.0

What's Changed
* Zipapp by jesteria in https://github.com/dssg/argcmdr/pull/32


**Full Changelog**: https://github.com/dssg/argcmdr/compare/1.0.1...1.1.0

Links

• PyPI: https://pypi.org/project/argcmdr
• Changelog: https://data.safetycli.com/changelogs/argcmdr/
• Repo: https://github.com/dssg/argcmdr

Update sqlparse from 0.4.4 to 0.5.2.

The bot wasn't able to find a changelog for this release. Got an idea?

Links

• PyPI: https://pypi.org/project/sqlparse

Update pebble from 4.6.3 to 5.1.0.

Changelog

5.1.0

Features:
- issue 140: expose internal constants to allow changing default
timeouts and polling intervals.
- issue 141: add PID of expired process to `ProcessExpired`
exception. Credits: rsiemens
- Add `pool` decorators parameter allowing to provide a `PebblePool`
as executor for the decorated functions.

Fixes:
- issue 137: reset `SIGTERM` default handler to child processes.
- Include `concurrent` and `asynchronous` modules as top-level
packages.

Improvements:
- Improve type hinting logic. Credits: emiliadecaudin , ccazabon 
- Refactor internal logic: remove code duplication.

Links

• PyPI: https://pypi.org/project/pebble
• Changelog: https://data.safetycli.com/changelogs/pebble/
• Repo: https://github.com/noxdafox/pebble
• Docs: https://pythonhosted.org/Pebble/

Update adjustText from 0.7.3 to 1.3.0.

Changelog

1.3.0

Now attempting to prevent arrow crossings. Please report if you encounter any issues with this feature!

Some other small fixes.

1.2.0

Release for compatibility with numpy 2.0.

Also now adjust_text returns the modified text objects and created arrows.

1.1.1

objects=` argument is fixed, and eve works with a PathCollection

1.1.0

Fixed bugs in some calculations, so better results (more similar to the original implementation with the old engine!)

Much faster in many cases - error can actually reach 0 and iterations stop before reaching time/iteration limit.

Small improvements to docs and examples.

1.0.4

Minor changes, removed unnecessary pandas import.

1.0.3

Bump version

1.0.2

Fix packaging

1.0.1

Ship necessary interval overlap code from bioframe, remove bioframe dependency

1.0

Major release with the new engine and breaking API changes. Everything should be much faster!
Also bugfixes and small improvements.

What's Changed
* Fix using correct canvas for drawing and input empty list by oscargus in https://github.com/Phlya/adjustText/pull/141
* Add a bit of info to setup.py by oscargus in https://github.com/Phlya/adjustText/pull/142
* Implement new engine! by Phlya in https://github.com/Phlya/adjustText/pull/139
* New get_renderer() function that should function with more backends and matplotlib versions by oliver-s-lee in https://github.com/Phlya/adjustText/pull/149
* Fix docstring typos and defaults by nvaulin in https://github.com/Phlya/adjustText/pull/150
* Fix long_description for PyPI upload by penguinpee in https://github.com/Phlya/adjustText/pull/160
* Add `iter_lim` to `adjust_text()` function argument by 136s in https://github.com/Phlya/adjustText/pull/165

New Contributors
* oscargus made their first contribution in https://github.com/Phlya/adjustText/pull/141
* oliver-s-lee made their first contribution in https://github.com/Phlya/adjustText/pull/149
* nvaulin made their first contribution in https://github.com/Phlya/adjustText/pull/150
* penguinpee made their first contribution in https://github.com/Phlya/adjustText/pull/160
* 136s made their first contribution in https://github.com/Phlya/adjustText/pull/165

**Full Changelog**: https://github.com/Phlya/adjustText/compare/0.8.0...v1.0

0.8.1

Hopefully fixes stable docs

0.8beta2

Experimental support for arbitrary projections/transforms, such as polar axes and cartopy maps.

0.7.3.1

Hopefully, this will trigger zenodo to make a doi!

Links

• PyPI: https://pypi.org/project/adjusttext
• Changelog: https://data.safetycli.com/changelogs/adjusttext/
• Repo: https://github.com/Phlya/adjustText

Update graphviz from 0.20 to 0.20.3.

Changelog

0.20.3

--------------

Revert improvements to the internal ``tools.deprecate_positional_args()``
decorator that caused false positive
``PendingDeprecationWarning: The signature of ... will be reduced``
warnings that have been misinterpreted in the ``0.20.2`` release process.

0.20.2

--------------

Drop Python 3.7 support (end of life 27 Jun 2023).

Tag Python 3.11 and 3.12 support.

Add caveat about ``labe`` escaping/quoting to ``.node()`` and ``.render()``
API docs.

Document that ``doctest_skip_exe()`` lines in doctest should be ignored.

Improve internal ``tools.deprecate_positional_args()`` decorator
and fix incorect test assertion.

Update GitHub actions.

Pin ``pytest`` test dependency to ``<8.1`` as a workaround
for ``import file mismatch error`` related to ``conftest.py`` files,
in ``pytest`` ``8.1.1``, see https://github.com/pytest-dev/pytest/issues/12123.

0.20.1

--------------

Fix documentation building: upgrade to Sphinx 5.0.

Fix broken user guide links in API documentation.

Links

• PyPI: https://pypi.org/project/graphviz
• Changelog: https://data.safetycli.com/changelogs/graphviz/
• Repo: https://github.com/xflr6/graphviz

Update requests from 2.31.0 to 2.32.3.

Changelog

2.32.3

-------------------

**Bugfixes**
- Fixed bug breaking the ability to specify custom SSLContexts in sub-classes of
HTTPAdapter. (6716)
- Fixed issue where Requests started failing to run on Python versions compiled
without the `ssl` module. (6724)

2.32.2

-------------------

**Deprecations**
- To provide a more stable migration for custom HTTPAdapters impacted
by the CVE changes in 2.32.0, we've renamed `_get_connection` to
a new public API, `get_connection_with_tls_context`. Existing custom
HTTPAdapters will need to migrate their code to use this new API.
`get_connection` is considered deprecated in all versions of Requests>=2.32.0.

A minimal (2-line) example has been provided in the linked PR to ease
migration, but we strongly urge users to evaluate if their custom adapter
is subject to the same issue described in CVE-2024-35195. (6710)

2.32.1

-------------------

**Bugfixes**
- Add missing test certs to the sdist distributed on PyPI.

2.32.0

-------------------

**Security**
- Fixed an issue where setting `verify=False` on the first request from a
Session will cause subsequent requests to the _same origin_ to also ignore
cert verification, regardless of the value of `verify`.
(https://github.com/psf/requests/security/advisories/GHSA-9wx4-h78v-vm56)

**Improvements**
- `verify=True` now reuses a global SSLContext which should improve
request time variance between first and subsequent requests. It should
also minimize certificate load time on Windows systems when using a Python
version built with OpenSSL 3.x. (6667)
- Requests now supports optional use of character detection
(`chardet` or `charset_normalizer`) when repackaged or vendored.
This enables `pip` and other projects to minimize their vendoring
surface area. The `Response.text()` and `apparent_encoding` APIs
will default to `utf-8` if neither library is present. (6702)

**Bugfixes**
- Fixed bug in length detection where emoji length was incorrectly
calculated in the request content-length. (6589)
- Fixed deserialization bug in JSONDecodeError. (6629)
- Fixed bug where an extra leading `/` (path separator) could lead
urllib3 to unnecessarily reparse the request URI. (6644)

**Deprecations**

- Requests has officially added support for CPython 3.12 (6503)
- Requests has officially added support for PyPy 3.9 and 3.10 (6641)
- Requests has officially dropped support for CPython 3.7 (6642)
- Requests has officially dropped support for PyPy 3.7 and 3.8 (6641)

**Documentation**
- Various typo fixes and doc improvements.

**Packaging**
- Requests has started adopting some modern packaging practices.
The source files for the projects (formerly `requests`) is now located
in `src/requests` in the Requests sdist. (6506)
- Starting in Requests 2.33.0, Requests will migrate to a PEP 517 build system
using `hatchling`. This should not impact the average user, but extremely old
versions of packaging utilities may have issues with the new packaging format.

Links

• PyPI: https://pypi.org/project/requests
• Changelog: https://data.safetycli.com/changelogs/requests/
• Docs: https://requests.readthedocs.io

Update scipy from 1.8.0 to 1.14.1.

Changelog

1.14.1

==========================

SciPy `1.14.1` adds support for Python `3.13`, including binary
wheels on PyPI. Apart from that, it is a bug-fix release with
no new features compared to `1.14.0`.



Authors
=======
* Name (commits)
* h-vetinari (1)
* Evgeni Burovski (1)
* CJ Carey (2)
* Lucas Colley (3)
* Ralf Gommers (3)
* Melissa Weber Mendonça (1)
* Andrew Nelson (3)
* Nick ODell (1)
* Tyler Reddy (36)
* Daniel Schmitz (1)
* Dan Schult (4)
* Albert Steppi (2)
* Ewout ter Hoeven (1)
* Tibor Völcker (2) +
* Adam Turner (1) +
* Warren Weckesser (2)
* ਗਗਨਦੀਪ ਸਿੰਘ (Gagandeep Singh) (1)

A total of 17 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.

1.14.0

many new features, numerous bug-fixes, improved test coverage and better
documentation. There have been a number of deprecations and API changes
in this release, which are documented below. All users are encouraged to
upgrade to this release, as there are a large number of bug-fixes and
optimizations. Before upgrading, we recommend that users check that
their own code does not use deprecated SciPy functionality (to do so,
run your code with ``python -Wd`` and check for ``DeprecationWarning`` s).
Our development attention will now shift to bug-fix releases on the
1.14.x branch, and on adding new features on the main branch.

This release requires Python `3.10+` and NumPy `1.23.5` or greater.

For running on PyPy, PyPy3 6.0+ is required.


Highlights of this release
===================
- SciPy now supports the new Accelerate library introduced in macOS 13.3, and
has wheels built against Accelerate for macOS >=14 resulting in significant
performance improvements for many linear algebra operations.
- A new method, ``cobyqa``, has been added to `scipy.optimize.minimize` - this
is an interface for COBYQA (Constrained Optimization BY Quadratic
Approximations), a derivative-free optimization solver, designed to
supersede COBYLA, developed by the Department of Applied Mathematics, The
Hong Kong Polytechnic University.
- `scipy.sparse.linalg.spsolve_triangular` is now more than an order of
magnitude faster in many cases.

New features
==========

`scipy.fft` improvements
========================
- A new function, `scipy.fft.prev_fast_len`, has been added. This function
finds the largest composite of FFT radices that is less than the target
length. It is useful for discarding a minimal number of samples before FFT.

`scipy.io` improvements
=======================
- ``wavfile`` now supports reading and writing of ``wav`` files in the RF64
format, allowing files greater than 4 GB in size to be handled.

`scipy.constants` improvements
==============================
- Experimental support for the array API standard has been added.


`scipy.interpolate` improvements
================================
- `scipy.interpolate.Akima1DInterpolator` now supports extrapolation via the
``extrapolate`` argument.

`scipy.optimize` improvements
=============================
- `scipy.optimize.HessianUpdateStrategy` now also accepts square arrays for
``init_scale``.
- A new method, ``cobyqa``, has been added to `scipy.optimize.minimize` - this
is an interface for COBYQA (Constrained Optimization BY Quadratic
Approximations), a derivative-free optimization solver, designed to
supersede COBYLA, developed by the Department of Applied Mathematics, The
Hong Kong Polytechnic University.
- There are some performance improvements in
`scipy.optimize.differential_evolution`.
- `scipy.optimize.approx_fprime` now has linear space complexity.


`scipy.signal` improvements
===========================
- `scipy.signal.minimum_phase` has a new argument ``half``, allowing the
provision of a filter of the same length as the linear-phase FIR filter
coefficients and with the same magnitude spectrum.


`scipy.sparse` improvements
===========================
- A special case has been added to handle multiplying a ``dia_array`` by a
scalar, which avoids a potentially costly conversion to CSR format.
- `scipy.sparse.csgraph.yen` has been added, allowing usage of Yen's K-Shortest
Paths algorithm on a directed on undirected graph.
- Addition between DIA-format sparse arrays and matrices is now faster.
- `scipy.sparse.linalg.spsolve_triangular` is now more than an order of
magnitude faster in many cases.


`scipy.spatial` improvements
============================
- ``Rotation`` supports an alternative "scalar-first" convention of quaternion
component ordering. It is available via the keyword argument ``scalar_first``
of ``from_quat`` and ``as_quat`` methods.
- Some minor performance improvements for inverting of ``Rotation`` objects.

`scipy.special` improvements
============================
- Added `scipy.special.log_wright_bessel`, for calculation of the logarithm of
Wright's Bessel function.
- The relative error in `scipy.special.hyp2f1` calculations has improved
substantially.
- Improved behavior of ``boxcox``, ``inv_boxcox``, ``boxcox1p``, and
``inv_boxcox1p`` by preventing premature overflow.


`scipy.stats` improvements
==========================
- A new function `scipy.stats.power` can be used for simulating the power
of a hypothesis test with respect to a specified alternative.
- The Irwin-Hall (AKA Uniform Sum) distribution has been added as
`scipy.stats.irwinhall`.
- Exact p-value calculations of `scipy.stats.mannwhitneyu` are much faster
and use less memory.
- `scipy.stats.pearsonr` now accepts n-D arrays and computes the statistic
along a specified ``axis``.
- `scipy.stats.kstat`, `scipy.stats.kstatvar`, and `scipy.stats.bartlett`
are faster at performing calculations along an axis of a large n-D array.



Array API Standard Support
=====================
*Experimental* support for array libraries other than NumPy has been added to
existing sub-packages in recent versions of SciPy. Please consider testing
these features by setting an environment variable ``SCIPY_ARRAY_API=1`` and
providing PyTorch, JAX, or CuPy arrays as array arguments.

As of 1.14.0, there is support for

- `scipy.cluster`
- `scipy.fft`
- `scipy.constants`
- `scipy.special`: (select functions)

- `scipy.special.log_ndtr`
- `scipy.special.ndtr`
- `scipy.special.ndtri`
- `scipy.special.erf`
- `scipy.special.erfc`
- `scipy.special.i0`
- `scipy.special.i0e`
- `scipy.special.i1`
- `scipy.special.i1e`
- `scipy.special.gammaln`
- `scipy.special.gammainc`
- `scipy.special.gammaincc`
- `scipy.special.logit`
- `scipy.special.expit`
- `scipy.special.entr`
- `scipy.special.rel_entr`
- `scipy.special.xlogy`
- `scipy.special.chdtrc`

- `scipy.stats`: (select functions)

- `scipy.stats.moment`
- `scipy.stats.skew`
- `scipy.stats.kurtosis`
- `scipy.stats.kstat`
- `scipy.stats.kstatvar`
- `scipy.stats.circmean`
- `scipy.stats.circvar`
- `scipy.stats.circstd`
- `scipy.stats.entropy`
- `s