* [pre-commit.ci] pre-commit autoupdate

updates:
- [github.com/astral-sh/ruff-pre-commit: v0.7.2 → v0.8.1](https://github.com/astral-sh/ruff-pre-commit/compare/v0.7.2...v0.8.1)
- [github.com/MarcoGorelli/cython-lint: v0.16.2 → v0.16.6](https://github.com/MarcoGorelli/cython-lint/compare/v0.16.2...v0.16.6)
- [github.com/pre-commit/mirrors-clang-format: v19.1.3 → v19.1.4](https://github.com/pre-commit/mirrors-clang-format/compare/v19.1.3...v19.1.4)

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci



* Apply ruff changes

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Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com>

DOC: fix RT03, ES01 for pandas.core.groupby.SeriesGroupBy.agg and pandas.core.groupby.SeriesGroupBy.aggregate (#59898)

* DOC: fix RT03, ES01 for pandas.core.groupby.SeriesGroupBy.agg

* DOC: remove _agg_template_series

Co-authored-by: mroeschke <mroeschke@users.noreply.github.com>
Co-authored-by: rhshadrach <rhshadrach@users.noreply.github.com>

* DOC: remove _agg_template_series

Co-authored-by: mroeschke <mroeschke@users.noreply.github.com>
Co-authored-by: rhshadrach <rhshadrach@users.noreply.github.com>

* DOC: remove _agg_template_seris

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Co-authored-by: mroeschke <mroeschke@users.noreply.github.com>
Co-authored-by: rhshadrach <rhshadrach@users.noreply.github.com>

DOC: fix RT03, ES01 for pandas.core.groupby.DataFrameGroupBy.agg and pandas.core.groupby.DataFrameGroupBy.aggregate (#59869)

* DOC: add double backticks for sphinx compatibility

Co-authored-by: mroeschke <mroeschke@users.noreply.github.com>

* DOC: remove _agg_template_frame

Co-authored-by: mroeschke <mroeschke@users.noreply.github.com>
Co-authored-by: rhshadrach <rhshadrach@users.noreply.github.com>

* DOC: fix RT03, ES01 for pandas.core.groupby.DataFrameGroupBy.aggregate

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Co-authored-by: mroeschke <mroeschke@users.noreply.github.com>
Co-authored-by: rhshadrach <rhshadrach@users.noreply.github.com>

* DEPS: Drop Python 3.9

* Update GHA files

* remove 3.8 ref in test file

* Move back to 3.9 for pypy

* Bump pyupgrade

* Run pyupgrade

* Remove pandas.compat.compressors

* Fix env file

* Wronge error message

* Ignore pypy

* Test package checks with 3.12

* Modify subprocess test

* revert conda-forge checks

* Remove 3.9 from circleci

* Pyupgrade

* Don't build 39 wheels

* Remove assert_cow_warning

* Remove misc COW stuff

* Undo todo

* DOC: fix PR02 errors in docstring for pandas.core.groupby.SeriesGroupBy.apply

* Fixing alignment in docstrings

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci



---------

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* DEPR: Enforce deprecation of ArrayManager

* cleanups

* More removals

* whatsnew

* Cleanups

* More removals and whatsnew

* cleanup

* STY: Autofix RUF010

* STY: Apply ruff format after autofix

* STY: Final manual fix

* STY: Remove old repl rule in pre-commit

* Enable PT001

* Add PT002

* Add PT003

* ignore 4 and 5

* Ignore 6, 7, 8

* Ignore PT009

* Enable PT010

* Enable PT011

* Ignore 12, enable 13

* Enable PT014

* Enforce PT015

* Enable 16

* Disable 17

* Ignore 18

* Ignore 19

* Add 20

* add 21

* Enable 22

* Add 23

* Add 24

* Add 25

* add 26

* Add 27

* use PT

* fix some tests

* Deduplcate test

* Add tests

* Added nested tuple case

* ENH: Add numba engine to df.apply

* complete?

* wip: pass tests

* fix existing tests

* go for green

* fix checks?

* fix pyright

* update docs

* eliminate a blank line

* update from code review + more tests

* fix failing tests

* Simplify w/ context manager

* skip if no numba

* simplify more

* specify dtypes

* address code review

* add errors for invalid columns

* adjust message

* DEPR: ArrayManager

* Fixup

* Test fixup

* debug CI

* Test fixup

* warn if PANDAS_DATA_MANAGER is set

* single_cpu

* DEPR: DataFrameGroupBy.apply operating on the group keys

* fixups

* Improvements

* Add DataFrameGroupBy.resample to the whatsnew; mypy fixup

* Ignore wrong parameter order

* Ignore groupby.resample in docstring validation

* Fixup docstring

* BLD: Fix the version generation script

* Update config.yml

* Update config.yml

* some check implmented

* Include rules

* Enable perflint

* type

* CI add liniting to check NoDefault used only for typing

* minor modification

* reduce cost

* tests added for the new linting check

* types_or -> types because only python

* rephrase pre-commit hook name

* rephrase more

* fix failing tests:

* retrigger checks

* retrigger checks

Revert "DEPR: DataFrameGroupBy.apply operating on the group keys (#52477)"

This reverts commit 9b207595.

* DEPR: DataFrameGroupBy.apply operating on the group keys

* Reorder whatsnew

* Remove warnings from pivot, minor refinements

* Handle warning in docs

* Improve warning message

* Add note to user guide

* Improve whatsnew

* Adjust docstrings

* DEPR: Passing a dictionary to SeriesGroupBy.agg

* fixup

* Remove dict, fixup

* fixup frame docstring

* CLN: assorted

* more specific

* more accurate

* Removed PLR5501

* 7 elif changed

* 8 more

* more fixess

* moreeeeeeeee changes

* fix python_parser.py (try #1)

* try no. 2

* fix python_parser.py (try no. 3)

* v2.1.0 (fix try 1)

* try no. 2

* Removed extra lines

* STYLE: replace unwanted-patterns-strings-to-concatenate with ruff

* STYLE: replace unwanted-patterns-strings-to-concatenate with ruff II

* Revert "STYLE use pandas-dev-flaker (#40906)"

This reverts commit 1f27ed0a.

* fixups

* fixup?

* make _compressors public

* use typing.Callable

* reduce diff

* further reduce

* one more

* fixup regex

* fixup regex

* add xfail to request

* remove else after xfail mark

* make copy_on_write public

Co-authored-by: MarcoGorelli <>