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Merge remote-tracking branch 'upstream/main' into stringmethods-get-dummies
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.circleci/config.yml

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fi
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python -m pip install --no-build-isolation -ve . -Csetup-args="--werror"
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PATH=$HOME/miniconda3/envs/pandas-dev/bin:$HOME/miniconda3/condabin:$PATH
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sudo apt-get update && sudo apt-get install -y libegl1 libopengl0
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ci/run_tests.sh
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test-linux-musl:
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docker:

.gitattributes

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# Include cibw script in sdist since it's needed for building wheels
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scripts/cibw_before_build.sh -export-ignore
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scripts/cibw_before_test.sh -export-ignore
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scripts/cibw_before_build_windows.sh -export-ignore
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scripts/cibw_before_test_windows.sh -export-ignore

.github/actions/build_pandas/action.yml

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fi
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shell: bash -el {0}
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- name: Uninstall nomkl
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run: |
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if conda list nomkl | grep nomkl 1>/dev/null; then
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conda remove nomkl -y
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fi
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shell: bash -el {0}
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- name: Build Pandas
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run: |
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if [[ ${{ inputs.editable }} == "true" ]]; then

.github/actions/setup-conda/action.yml

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- name: Install ${{ inputs.environment-file }}
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uses: mamba-org/setup-micromamba@v1
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with:
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# Pinning to avoid 2.0 failures
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micromamba-version: '1.5.10-0'
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environment-file: ${{ inputs.environment-file }}
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environment-name: test
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condarc-file: ci/.condarc

.github/workflows/unit-tests.yml

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TEST_ARGS: ${{ matrix.test_args || '' }}
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PYTEST_WORKERS: 'auto'
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PYTEST_TARGET: ${{ matrix.pytest_target || 'pandas' }}
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NPY_PROMOTION_STATE: ${{ matrix.env_file == 'actions-311-numpydev.yaml' && 'weak' || 'legacy' }}
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# Clipboard tests
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QT_QPA_PLATFORM: offscreen
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REMOVE_PYARROW: ${{ matrix.name == 'Future infer strings (without pyarrow)' && '1' || '0' }}
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nogil: true
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- name: Build Environment
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# TODO: Once numpy 2.2.1 is out, don't install nightly version
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# Tests segfault with numpy 2.2.0: https://github.com/numpy/numpy/pull/27955
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run: |
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python --version
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python -m pip install --upgrade pip setuptools wheel meson[ninja]==1.2.1 meson-python==0.13.1
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python -m pip install --pre --extra-index-url https://pypi.anaconda.org/scientific-python-nightly-wheels/simple numpy cython
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python -m pip install --pre --extra-index-url https://pypi.anaconda.org/scientific-python-nightly-wheels/simple cython numpy
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python -m pip install versioneer[toml]
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python -m pip install python-dateutil pytz tzdata hypothesis>=6.84.0 pytest>=7.3.2 pytest-xdist>=3.4.0 pytest-cov
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python -m pip install -ve . --no-build-isolation --no-index --no-deps -Csetup-args="--werror"

.github/workflows/wheels.yml

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buildplat:
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- [ubuntu-22.04, manylinux_x86_64]
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- [ubuntu-22.04, musllinux_x86_64]
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- [macos-12, macosx_x86_64]
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- [macos-13, macosx_x86_64]
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# Note: M1 images on Github Actions start from macOS 14
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- [macos-14, macosx_arm64]
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- [windows-2022, win_amd64]
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- buildplat: [ubuntu-22.04, pyodide_wasm32]
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python: ["cp312", "3.12"]
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cibw_build_frontend: 'build'
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# TODO: Build free-threaded wheels for Windows
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exclude:
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- buildplat: [windows-2022, win_amd64]
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python: ["cp313t", "3.13"]
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env:
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IS_PUSH: ${{ github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') }}
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run: echo "sdist_name=$(cd ./dist && ls -d */)" >> "$GITHUB_ENV"
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- name: Build wheels
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uses: pypa/cibuildwheel@v2.20.0
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uses: pypa/cibuildwheel@v2.22.0
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with:
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package-dir: ./dist/${{ startsWith(matrix.buildplat[1], 'macosx') && env.sdist_name || needs.build_sdist.outputs.sdist_file }}
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env:
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shell: bash -el {0}
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run: for whl in $(ls wheelhouse); do wheel unpack wheelhouse/$whl -d /tmp; done
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# Testing on windowsservercore instead of GHA runner to fail on missing DLLs
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- name: Test Windows Wheels
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if: ${{ matrix.buildplat[1] == 'win_amd64' }}
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shell: pwsh
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run: |
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$TST_CMD = @"
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python -m pip install hypothesis>=6.84.0 pytest>=7.3.2 pytest-xdist>=3.4.0;
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python -m pip install `$(Get-Item pandas\wheelhouse\*.whl);
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python -c `'import pandas as pd; pd.test(extra_args=[`\"--no-strict-data-files`\", `\"-m not clipboard and not single_cpu and not slow and not network and not db`\"])`';
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"@
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# add rc to the end of the image name if the Python version is unreleased
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docker pull python:${{ matrix.python[1] == '3.13' && '3.13-rc' || format('{0}-windowsservercore', matrix.python[1]) }}
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docker run --env PANDAS_CI='1' -v ${PWD}:C:\pandas python:${{ matrix.python[1] == '3.13' && '3.13-rc' || format('{0}-windowsservercore', matrix.python[1]) }} powershell -Command $TST_CMD
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- uses: actions/upload-artifact@v4
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with:
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name: ${{ matrix.python[0] }}-${{ matrix.buildplat[1] }}

.pre-commit-config.yaml

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exclude: ^LICENSES/|\.(html|csv|svg)$
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# reserve "manual" for relatively slow hooks which we still want to run in CI
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default_stages: [
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commit,
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merge-commit,
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push,
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pre-commit,
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pre-merge-commit,
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pre-push,
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prepare-commit-msg,
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commit-msg,
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post-checkout,
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skip: [pyright, mypy]
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repos:
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- repo: https://github.com/astral-sh/ruff-pre-commit
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rev: v0.5.0
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rev: v0.8.6
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hooks:
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- id: ruff
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args: [--exit-non-zero-on-fix]
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- id: ruff-format
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exclude: ^scripts|^pandas/tests/frame/test_query_eval.py
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- repo: https://github.com/jendrikseipp/vulture
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rev: 'v2.11'
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rev: 'v2.14'
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hooks:
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- id: vulture
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entry: python scripts/run_vulture.py
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types_or: [python, rst, markdown, cython, c]
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additional_dependencies: [tomli]
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- repo: https://github.com/MarcoGorelli/cython-lint
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rev: v0.16.2
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rev: v0.16.6
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hooks:
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- id: cython-lint
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- id: double-quote-cython-strings
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- repo: https://github.com/pre-commit/pre-commit-hooks
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rev: v4.6.0
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rev: v5.0.0
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- id: check-case-conflict
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- id: check-toml
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hooks:
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- id: isort
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- repo: https://github.com/asottile/pyupgrade
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rev: v3.16.0
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rev: v3.19.1
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- id: pyupgrade
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- repo: https://github.com/sphinx-contrib/sphinx-lint
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rev: v0.9.1
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rev: v1.0.0
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hooks:
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- id: sphinx-lint
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args: ["--enable", "all", "--disable", "line-too-long"]
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- repo: https://github.com/pre-commit/mirrors-clang-format
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rev: v18.1.8
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rev: v19.1.6
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hooks:
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- id: clang-format
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files: ^pandas/_libs/src|^pandas/_libs/include
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args: [-i]
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types_or: [c, c++]
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- repo: https://github.com/trim21/pre-commit-mirror-meson
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rev: v1.6.1
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hooks:
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- id: meson-fmt
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args: ['--inplace']
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- repo: local
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- id: pyright
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types: [python]
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stages: [manual]
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additional_dependencies: &pyright_dependencies
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- id: pyright
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# note: assumes python env is setup and activated
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name: pyright reportGeneralTypeIssues

LICENSE

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Copyright (c) 2008-2011, AQR Capital Management, LLC, Lambda Foundry, Inc. and PyData Development Team
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All rights reserved.
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Copyright (c) 2011-2024, Open source contributors.
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Copyright (c) 2011-2025, Open source contributors.
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Redistribution and use in source and binary forms, with or without
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modification, are permitted provided that the following conditions are met:

MANIFEST.in

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# Include cibw script in sdist since it's needed for building wheels
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include scripts/cibw_before_build.sh
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include scripts/cibw_before_build_windows.sh
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include scripts/cibw_before_test_windows.sh

asv_bench/benchmarks/groupby.py

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# and we lack kernels for a bunch of methods
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if (
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engine == "numba"
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and method in _numba_unsupported_methods
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(engine == "numba" and method in _numba_unsupported_methods)
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or ncols > 1
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or application == "transformation"
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or dtype == "datetime"

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