* CI: Improve API of --ignore_errors in validate_docstrings.py

* Updating tests

* CI: Better error control in the validation of docstrings

* Fix CI errors

* Fixing tests

* Update scripts/validate_docstrings.py

Co-authored-by: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com>

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Co-authored-by: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com>

* Bump ruff to latest version

* Autoformat

* Ignore conflicted error

* Ignore false positive

* Validate docstring error code

* Rename error code

* Fix tests

* Bump ruff

* Format docstrings using ruff

* Fix double {{ examples

* Missed shift

* Add comma

* Remove import

* Remove old flake8 validation

* Remove unit test

* Revert "Remove unit test"

This reverts commit 638667674f442efabcdff6fad3af41e760577a41.

* Revert "Remove old flake8 validation"

This reverts commit d0043987a6ca3dc2f403e56d23c98121c2a016c8.

* docstring formatting

* Ignore formatting in scripts

* Ignore flake8 conflicts with ruff

* STY: Fix doctest and docstring formatting errors

* ensure stderr is output too

* Fix more failures

* Don't add redirects for single page, fix example

* A few more

* Remove e flag

* Enable FLY checks

* Enable FLY checks

* Add logging format

* Examples for UnsupportedFunctionCall ...

* Changed ExtensionDtype example,  & file's name on StataREader.data_label

* removed colon

* Examples ExtensionArray._from_sequence_of_strings ...

* Moved axis to new line

Examples ExtensionArray._from_factorized, _from_sequence ...

Examples ExtensionArray, hash_array ...

* Removed InvalidComparison and LossySetItemError from docs

* Revert "Removed InvalidComparison and LossySetItemError from docs"

This reverts commit b9cf502690ef363b97d98c23985086a92456d140.

* internal errors

* Examples to Notes on docstring

* removed extra lines

* merge w main and code_check change

* some check implmented

* Include rules

* Enable perflint

* type

* Changes Confirmed

* Encoding Completed

* Spaces Are Completed

* Pre-ccommit manually completed

* b.pre-commit removed

* Final Commit

* Some Changed reflected

* test_xml Updated

* Pre-commit check passed

* Mode changed in xml file

* mode reverted

* Try to fix errors

* error-checks

* Fix Some errors

* Unspecified-encodingFixed

* final commited

* simplify

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Co-authored-by: MarcoGorelli <>

* Removed unnecessary code

* Enabled PLW2901 on initial files under pandas/core/*

* Divided pandas/core/* in pyproject.toml. Included some more fixes.

* Not sure why but the call to partial removes the .__name__ attribute to aggfunc if just returned.

* Ignored type checker and corrected possible induced bug in period.py

* Forgot to add the not in previous commit

* Reverted changes and updated pyproject.toml

* turn off redefined-loop-variable, minimise diff

* revert fun_name change

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Co-authored-by: MarcoGorelli <>

improve `validate-docstrings` ergonomics

Co-authored-by: MarcoGorelli <>

* Removed "PLW2901" and added in main folders where needs to be enabled gradually.
Currently removed 10 errors generated outside the main folders.

* Variables renamed in a more intuitive manner.

* Renamed fname_splitted to fname_html in web/pandas_web.py

* Removed duplicate pandas/core/*

* Adjusted replace_bool_with_bool_t from previously introduced bug.

remove context manager

Co-authored-by: Alex <alex.buzenet.fr@gmail.com>

* DOC: Add ignore_functions option to validate_docstrings.py

* fixup! DOC: Add ignore_functions option to validate_docstrings.py

* fixup! fixup! DOC: Add ignore_functions option to validate_docstrings.py

* fixup! fixup! fixup! DOC: Add ignore_functions option to validate_docstrings.py

* Make get_all_api_items a generator and improve ignore_functions test

* STYLE enable pylint: subprocess-run-check

* STYLE enable pylint: subprocess-run-check II

* Converting array_like to array-like in docstrings & comments

* Add docstring validation check for array_like vs. array-like

* Add unit test for arraylike validator, and fix example in core/generic.py

* make method of PandasDocstring

Co-authored-by: Marco Gorelli <marcogorelli@protonmail.com>