.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
repos:
-   repo: local
    hooks:
    # NOTE: we make `black` a local hook because if it's installed from
    # PyPI (rather than from source) then it'll run twice as fast thanks to mypyc
    -   id: black
        name: black
        description: "Black: The uncompromising Python code formatter"
        entry: black
        language: python
        require_serial: true
        types_or: [python, pyi]
        additional_dependencies: [black==23.1.0]
-   repo: https://github.com/charliermarsh/ruff-pre-commit
    rev: v0.0.244
    hooks:
    -   id: ruff
-   repo: https://github.com/MarcoGorelli/absolufy-imports
    rev: v0.3.1
    hooks:
    -   id: absolufy-imports
        files: ^pandas/
-   repo: https://github.com/jendrikseipp/vulture
    rev: 'v2.7'
    hooks:
      - id: vulture
        entry: python scripts/run_vulture.py
        pass_filenames: true
        require_serial: false
-   repo: https://github.com/codespell-project/codespell
    rev: v2.2.2
    hooks:
    -   id: codespell
        types_or: [python, rst, markdown]
        additional_dependencies: [tomli]
-   repo: https://github.com/MarcoGorelli/cython-lint
    rev: v0.12.4
    hooks:
    -   id: cython-lint
    -   id: double-quote-cython-strings
-   repo: https://github.com/pre-commit/pre-commit-hooks
    rev: v4.4.0
    hooks:
    -   id: debug-statements
    -   id: end-of-file-fixer
        exclude: \.txt$
        stages: [commit, merge-commit, push, prepare-commit-msg, commit-msg,
                 post-checkout, post-commit, post-merge, post-rewrite]
    -   id: trailing-whitespace
        stages: [commit, merge-commit, push, prepare-commit-msg, commit-msg,
                 post-checkout, post-commit, post-merge, post-rewrite]
-   repo: https://github.com/cpplint/cpplint
    rev: 1.6.1
    hooks:
    -   id: cpplint
        # We don't lint all C files because we don't want to lint any that are built
        # from Cython files nor do we want to lint C files that we didn't modify for
        # this particular codebase (e.g. src/headers, src/klib). However,
        # we can lint all header files since they aren't "generated" like C files are.
        exclude: ^pandas/_libs/src/(klib|headers)/
        args: [
            --quiet,
            '--extensions=c,h',
            '--headers=h',
            --recursive,
            --linelength=88,
            '--filter=-readability/casting,-runtime/int,-build/include_subdir,-readability/fn_size'
        ]
-   repo: https://github.com/pycqa/pylint
    rev: v2.16.1
    hooks:
    -   id: pylint
        stages: [manual]
-   repo: https://github.com/pycqa/pylint
    rev: v2.16.1
    hooks:
    -   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: 5.12.0
    hooks:
    -   id: isort
-   repo: https://github.com/asottile/pyupgrade
    rev: v3.3.1
    hooks:
    -   id: pyupgrade
        args: [--py38-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: v0.6.7
    hooks:
    - id: sphinx-lint
-   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@1.1.292
    -   id: pyright_reportGeneralTypeIssues
        # note: assumes python env is setup and activated
        name: pyright reportGeneralTypeIssues
        entry: pyright --skipunannotated -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: stubtest
        # 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: flake8-rst
        name: flake8-rst
        description: Run flake8 on code snippets in docstrings or RST files
        language: python
        entry: flake8-rst
        types: [rst]
        args: [--filename=*.rst]
        additional_dependencies: [flake8-rst==0.7.0, flake8==3.7.9]
    -   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: no-os-remove
        name: Check code for instances of os.remove
        entry: os\.remove
        language: pygrep
        types: [python]
        files: ^pandas/tests/
        exclude: |
            (?x)^
            pandas/tests/io/pytables/test_store\.py$
    -   id: unwanted-patterns
        name: Unwanted patterns
        language: pygrep
        entry: |
            (?x)
            # outdated annotation syntax, missing error codes
            \#\ type:\ (?!ignore)
            |\#\ type:\s?ignore(?!\[)

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

            # np.bool/np.object instead of np.bool_/np.object_
            |np\.bool[^_8`]
            |np\.object[^_8`]

            # imports from collections.abc instead of `from collections import abc`
            |from\ collections\.abc\ import

            # 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)(:|,|\.)

            # {foo!r} instead of {repr(foo)}
            |!r}

            # builtin filter function
            |(?<!def)[\(\s]filter\(

            # exec
            |[^a-zA-Z0-9_]exec\(
        types_or: [python, cython, rst]
        exclude: ^doc/source/development/code_style\.rst  # contains examples of patterns to avoid
    -   id: cython-casting
        name: Check Cython casting is `<type>obj`, not `<type> obj`
        language: pygrep
        entry: '[a-zA-Z0-9*]> '
        files: (\.pyx|\.pxi.in)$
    -   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: np-testing-array-equal
        name: Check for usage of numpy testing or array_equal
        language: pygrep
        entry: '(numpy|np)(\.testing|\.array_equal)'
        files: ^pandas/tests/
        types: [python]
    -   id: invalid-ea-testing
        name: Check for invalid EA testing
        language: pygrep
        entry: 'tm\.assert_(series|frame)_equal'
        files: ^pandas/tests/extension/base
        types: [python]
        exclude: ^pandas/tests/extension/base/base\.py
    -   id: unwanted-patterns-in-tests
        name: Unwanted patterns in tests
        language: pygrep
        entry: |
            (?x)
            # pytest.xfail instead of pytest.mark.xfail
            pytest\.xfail

            # imports from pandas._testing instead of `import pandas._testing as tm`
            |from\ pandas\._testing\ import
            |from\ pandas\ import\ _testing\ as\ tm

            # No direct imports from conftest
            |conftest\ import
            |import\ conftest

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

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

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

            # unittest.mock (use pytest builtin monkeypatch fixture instead)
            |(unittest(\.| import )mock|mock\.Mock\(\)|mock\.patch)

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

            # pytest.warns (use tm.assert_produces_warning instead)
            |pytest\.warns
        files: ^pandas/tests/
        types_or: [python, cython, rst]
    -   id: unwanted-patterns-in-ea-tests
        name: Unwanted patterns in EA tests
        language: pygrep
        entry: |
            (?x)
            tm.assert_(series|frame)_equal
        files: ^pandas/tests/extension/base/
        exclude: ^pandas/tests/extension/base/base\.py$
        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: [pyyaml, toml]
    -   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-bare-pytest-raises
        name: Check for use of bare pytest raises
        language: python
        entry: python scripts/validate_unwanted_patterns.py --validation-type="bare_pytest_raises"
        types: [python]
        files: ^pandas/tests/
        exclude: ^pandas/tests/extension/
    -   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-to-concatenate
        name: Check for use of not concatenated strings
        language: python
        entry: python scripts/validate_unwanted_patterns.py --validation-type="strings_to_concatenate"
        types_or: [python, cython]
    -   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: use-pd_array-in-core
        name: Import pandas.array as pd_array in core
        language: python
        entry: python scripts/use_pd_array_in_core.py
        files: ^pandas/core/
        exclude: ^pandas/core/api\.py$
        types: [python]
    -   id: use-io-common-urlopen
        name: Use pandas.io.common.urlopen instead of urllib.request.urlopen
        language: python
        entry: python scripts/use_io_common_urlopen.py
        files: ^pandas/
        exclude: ^pandas/tests/
        types: [python]
    -   id: no-bool-in-core-generic
        name: Use bool_t instead of bool in pandas/core/generic.py
        entry: python scripts/no_bool_in_generic.py
        language: python
        files: ^pandas/core/generic\.py$
    -   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 scripts/validate_min_versions_in_sync.py
        language: python
        files: ^(ci/deps/actions-.*-minimum_versions\.yaml|pandas/compat/_optional\.py)$
        additional_dependencies: [tomli]
    -   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$|pandas/_version.py)
        types: [python]
    -   id: flake8-pyi
        name: flake8-pyi
        entry: flake8 --extend-ignore=E301,E302,E305,E701,E704
        types: [pyi]
        language: python
        additional_dependencies:
        - flake8==5.0.4
        - flake8-pyi==22.8.1
    -   id: future-annotations
        name: import annotations from __future__
        entry: 'from __future__ import annotations'
        language: pygrep
        args: [--negate]
        files: ^pandas/
        types: [python]
        exclude: |
            (?x)
            /(__init__\.py)|(api\.py)|(_version\.py)|(testing\.py)|(conftest\.py)$
            |/tests/
            |/_testing/
    -   id: autotyping
        name: autotyping
        entry: python -m scripts.run_autotyping
        types_or: [python, pyi]
        files: ^pandas
        exclude: ^(pandas/tests|pandas/_version.py|pandas/io/clipboard)
        language: python
        stages: [manual]
        additional_dependencies:
        - autotyping==22.9.0
        - libcst==0.4.7
    -   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