.pre-commit-config.yaml

minimum_pre_commit_version: 2.15.0
exclude: ^LICENSES/|\.(html|csv|svg)$
# reserve "manual" for relatively slow hooks which we still want to run in CI
default_stages: [
    commit,
    merge-commit,
    push,
    prepare-commit-msg,
    commit-msg,
    post-checkout,
    post-commit,
    post-merge,
    post-rewrite
]
ci:
    autofix_prs: false
    autoupdate_schedule: monthly
    # manual stage hooks
    skip: [pylint, pyright, mypy]
repos:
-   repo: https://github.com/astral-sh/ruff-pre-commit
    rev: v0.3.4
    hooks:
    -   id: ruff
        args: [--exit-non-zero-on-fix]
    -   id: ruff
        # TODO: remove autofixe-only rules when they are checked by ruff
        name: ruff-selected-autofixes
        alias: ruff-selected-autofixes
        files: ^pandas
        exclude: ^pandas/tests
        args: [--select, "ANN001,ANN2", --fix-only, --exit-non-zero-on-fix]
    -   id: ruff
        name: ruff-use-pd_array-in-core
        alias: ruff-use-pd_array-in-core
        files: ^pandas/core/
        exclude: ^pandas/core/api\.py$
        args: [--select, "ICN001", --exit-non-zero-on-fix]
    -   id: ruff-format
        exclude: ^scripts
-   repo: https://github.com/jendrikseipp/vulture
    rev: 'v2.11'
    hooks:
      - id: vulture
        entry: python scripts/run_vulture.py
        pass_filenames: true
        require_serial: false
-   repo: https://github.com/codespell-project/codespell
    rev: v2.2.6
    hooks:
    -   id: codespell
        types_or: [python, rst, markdown, cython, c]
        additional_dependencies: [tomli]
-   repo: https://github.com/MarcoGorelli/cython-lint
    rev: v0.16.0
    hooks:
    -   id: cython-lint
    -   id: double-quote-cython-strings
-   repo: https://github.com/pre-commit/pre-commit-hooks
    rev: v4.5.0
    hooks:
    -   id: check-case-conflict
    -   id: check-toml
    -   id: check-xml
    -   id: check-yaml
        exclude: ^ci/meta.yaml$
    -   id: end-of-file-fixer
        exclude: \.txt$
    -   id: mixed-line-ending
        args: [--fix=auto]
        exclude: ^pandas/tests/io/parser/data/utf16_ex.txt$
    -   id: fix-byte-order-marker
    -   id: fix-encoding-pragma
        args: [--remove]
    -   id: trailing-whitespace
-   repo: https://github.com/pylint-dev/pylint
    rev: v3.0.1
    hooks:
    -   id: pylint
        stages: [manual]
        args: [--load-plugins=pylint.extensions.redefined_loop_name, --fail-on=I0021]
    -   id: pylint
        alias: redefined-outer-name
        name: Redefining name from outer scope
        files: ^pandas/
        exclude: |
            (?x)
            ^pandas/tests  # keep excluded
            |/_testing/  # keep excluded
            |^pandas/util/_test_decorators\.py  # keep excluded
            |^pandas/_version\.py  # keep excluded
            |^pandas/conftest\.py  # keep excluded
        args: [--disable=all, --enable=redefined-outer-name]
        stages: [manual]
-   repo: https://github.com/PyCQA/isort
    rev: 5.13.2
    hooks:
    -   id: isort
-   repo: https://github.com/asottile/pyupgrade
    rev: v3.15.2
    hooks:
    -   id: pyupgrade
        args: [--py39-plus]
-   repo: https://github.com/pre-commit/pygrep-hooks
    rev: v1.10.0
    hooks:
      - id: rst-backticks
      - id: rst-directive-colons
        types: [text]  # overwrite types: [rst]
        types_or: [python, rst]
      - id: rst-inline-touching-normal
        types: [text]  # overwrite types: [rst]
        types_or: [python, rst]
-   repo: https://github.com/sphinx-contrib/sphinx-lint
    rev: v0.9.1
    hooks:
    - id: sphinx-lint
-   repo: https://github.com/pre-commit/mirrors-clang-format
    rev: v18.1.2
    hooks:
    - id: clang-format
      files: ^pandas/_libs/src|^pandas/_libs/include
      args: [-i]
      types_or: [c, c++]
-   repo: local
    hooks:
    -   id: pyright
        # note: assumes python env is setup and activated
        name: pyright
        entry: pyright
        language: node
        pass_filenames: false
        types: [python]
        stages: [manual]
        additional_dependencies: &pyright_dependencies
        - pyright@1.1.351
    -   id: pyright
        # note: assumes python env is setup and activated
        name: pyright reportGeneralTypeIssues
        entry: pyright -p pyright_reportGeneralTypeIssues.json --level warning
        language: node
        pass_filenames: false
        types: [python]
        stages: [manual]
        additional_dependencies: *pyright_dependencies
    -   id: mypy
        # note: assumes python env is setup and activated
        name: mypy
        entry: mypy
        language: system
        pass_filenames: false
        types: [python]
        stages: [manual]
    -   id: mypy
        # note: assumes python env is setup and activated
        # note: requires pandas dev to be installed
        name: mypy (stubtest)
        entry: python
        language: system
        pass_filenames: false
        types: [pyi]
        args: [scripts/run_stubtest.py]
        stages: [manual]
    -   id: inconsistent-namespace-usage
        name: 'Check for inconsistent use of pandas namespace'
        entry: python scripts/check_for_inconsistent_pandas_namespace.py
        exclude: ^pandas/core/interchange/
        language: python
        types: [python]
    -   id: unwanted-patterns
        name: Unwanted patterns
        language: pygrep
        entry: |
            (?x)
            # outdated annotation syntax
            \#\ type:\ (?!ignore)

            # foo._class__ instead of type(foo)
            |\.__class__

            # Numpy
            |from\ numpy\ import\ random
            |from\ numpy\.random\ import

            # Incorrect code-block / IPython directives
            |\.\.\ code-block\ ::
            |\.\.\ ipython\ ::
            # directive should not have a space before ::
            |\.\.\ \w+\ ::

            # Check for deprecated messages without sphinx directive
            |(DEPRECATED|DEPRECATE|Deprecated)(:|,|\.)

            # builtin filter function
            |(?<!def)[\(\s]filter\(
        types_or: [python, cython, rst]
        exclude: ^doc/source/development/code_style\.rst  # contains examples of patterns to avoid
    -   id: incorrect-backticks
        name: Check for backticks incorrectly rendering because of missing spaces
        language: pygrep
        entry: '[a-zA-Z0-9]\`\`?[a-zA-Z0-9]'
        types: [rst]
        files: ^doc/source/
    -   id: seed-check-asv
        name: Check for unnecessary random seeds in asv benchmarks
        language: pygrep
        entry: 'np\.random\.seed'
        files: ^asv_bench/benchmarks
        exclude: ^asv_bench/benchmarks/pandas_vb_common\.py
    -   id: unwanted-patterns-in-tests
        name: Unwanted patterns in tests
        language: pygrep
        entry: |
            (?x)
            # imports from pandas._testing instead of `import pandas._testing as tm`
            from\ pandas\._testing\ import
            |from\ pandas\ import\ _testing\ as\ tm

            # pandas.testing instead of tm
            |pd\.testing\.

            # pd.api.types instead of from pandas.api.types import ...
            |(pd|pandas)\.api\.types\.

            # np.array_equal
            |(numpy|np)\.array_equal

            # pytest raises without context
            |\s\ pytest.raises

            # Unseeded numpy default_rng
            |default_rng\(\)
        files: ^pandas/tests/
        types_or: [python, cython, rst]
    -   id: unwanted-patterns-in-cython
        name: Unwanted patterns in Cython code
        language: pygrep
        entry: |
            (?x)
            # `<type>obj` as opposed to `<type> obj`
            [a-zA-Z0-9*]>[ ]
        types: [cython]
    -   id: pip-to-conda
        name: Generate pip dependency from conda
        language: python
        entry: python scripts/generate_pip_deps_from_conda.py
        files: ^(environment.yml|requirements-dev.txt)$
        pass_filenames: false
        additional_dependencies: [tomli, pyyaml]
    -   id: title-capitalization
        name: Validate correct capitalization among titles in documentation
        entry: python scripts/validate_rst_title_capitalization.py
        language: python
        types: [rst]
        files: ^doc/source/(development|reference)/
    -   id: unwanted-patterns-private-function-across-module
        name: Check for use of private functions across modules
        language: python
        entry: python scripts/validate_unwanted_patterns.py --validation-type="private_function_across_module"
        types: [python]
        exclude: ^(asv_bench|pandas/tests|doc)/
    -   id: unwanted-patterns-private-import-across-module
        name: Check for import of private attributes across modules
        language: python
        entry: python scripts/validate_unwanted_patterns.py --validation-type="private_import_across_module"
        types: [python]
        exclude: |
            (?x)
            ^(asv_bench|pandas/tests|doc)/
            |scripts/validate_min_versions_in_sync\.py$
    -   id: unwanted-patterns-strings-with-misplaced-whitespace
        name: Check for strings with misplaced spaces
        language: python
        entry: python scripts/validate_unwanted_patterns.py --validation-type="strings_with_wrong_placed_whitespace"
        types_or: [python, cython]
    -   id: unwanted-patterns-nodefault-used-not-only-for-typing
        name: Check that `pandas._libs.lib.NoDefault` is used only for typing
        language: python
        entry: python scripts/validate_unwanted_patterns.py --validation-type="nodefault_used_not_only_for_typing"
        types: [python]
    -   id: no-return-exception
        name: Use raise instead of return for exceptions
        language: pygrep
        entry: 'return [A-Za-z]+(Error|Exit|Interrupt|Exception|Iteration)'
        files: ^pandas/
        types: [python]
        exclude: ^pandas/tests/
    -   id: pandas-errors-documented
        name: Ensure pandas errors are documented in doc/source/reference/testing.rst
        entry: python scripts/pandas_errors_documented.py
        language: python
        files: ^pandas/errors/__init__.py$
    -   id: pg8000-not-installed-CI
        name: Check for pg8000 not installed on CI for test_pg8000_sqlalchemy_passthrough_error
        language: pygrep
        entry: 'pg8000'
        files: ^ci/deps
        types: [yaml]
    -   id: validate-min-versions-in-sync
        name: Check minimum version of dependencies are aligned
        entry: python -m scripts.validate_min_versions_in_sync
        language: python
        files: ^(ci/deps/actions-.*-minimum_versions\.yaml|pandas/compat/_optional\.py)$
        additional_dependencies: [tomli, pyyaml]
        pass_filenames: false
    -   id: validate-errors-locations
        name: Validate errors locations
        description: Validate errors are in appropriate locations.
        entry: python scripts/validate_exception_location.py
        language: python
        files: ^pandas/
        exclude: ^(pandas/_libs/|pandas/tests/|pandas/errors/__init__.py$|pandas/_version.py)
        types: [python]
    -   id: check-test-naming
        name: check that test names start with 'test'
        entry: python -m scripts.check_test_naming
        types: [python]
        files: ^pandas/tests
        language: python
    -   id: sort-whatsnew-items
        name: sort whatsnew entries alphabetically
        entry: python -m scripts.sort_whatsnew_note
        types: [rst]
        language: python
        files: ^doc/source/whatsnew/v
        exclude: ^doc/source/whatsnew/v(0|1|2\.0\.0)