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[build-system]
# Minimum requirements for the build system to execute.
# See https://github.com/scipy/scipy/pull/12940 for the AIX issue.
requires = [
"setuptools>=61.0.0",
"wheel",
"Cython>=0.29.32,<3", # Note: sync with setup.py, environment.yml and asv.conf.json
"oldest-supported-numpy>=2022.8.16",
"versioneer[toml]"
]
# build-backend = "setuptools.build_meta"
[project]
name = 'pandas'
dynamic = [
'version'
]
description = 'Powerful data structures for data analysis, time series, and statistics'
readme = 'README.md'
authors = [
{ name = 'The Pandas Development Team', email='pandas-dev@python.org' },
]
license = {file = 'LICENSE'}
requires-python = '>=3.8'
dependencies = [
"numpy>=1.20.3; python_version<'3.10'",
"numpy>=1.21.0; python_version>='3.10'",
"numpy>=1.23.2; python_version>='3.11'",
"python-dateutil>=2.8.2",
"pytz>=2020.1"
]
classifiers = [
'Development Status :: 5 - Production/Stable',
'Environment :: Console',
'Intended Audience :: Science/Research',
'License :: OSI Approved :: BSD License',
'Operating System :: OS Independent',
'Programming Language :: Cython',
'Programming Language :: Python',
'Programming Language :: Python :: 3',
'Programming Language :: Python :: 3 :: Only',
'Programming Language :: Python :: 3.8',
'Programming Language :: Python :: 3.9',
'Programming Language :: Python :: 3.10',
'Programming Language :: Python :: 3.11',
'Topic :: Scientific/Engineering'
]
[project.urls]
homepage = 'https://pandas.pydata.org'
documentation = 'https://pandas.pydata.org/docs/'
repository = 'https://github.com/pandas-dev/pandas'
[project.entry-points."pandas_plotting_backends"]
matplotlib = "pandas:plotting._matplotlib"
[project.optional-dependencies]
test = ['hypothesis>=6.34.2', 'pytest>=7.3.2', 'pytest-xdist>=2.2.0']
performance = ['bottleneck>=1.3.2', 'numba>=0.53.1', 'numexpr>=2.7.1']
timezone = ['tzdata>=2022.1']
computation = ['scipy>=1.7.1', 'xarray>=0.21.0']
fss = ['fsspec>=2021.07.0']
aws = ['s3fs>=2021.08.0']
gcp = ['gcsfs>=2021.07.0']
excel = ['odfpy>=1.4.1', 'openpyxl>=3.0.7', 'python-calamine>=0.1.7', 'pyxlsb>=1.0.8', 'xlrd>=2.0.1', 'xlsxwriter>=1.4.3']
parquet = ['pyarrow>=7.0.0']
feather = ['pyarrow>=7.0.0']
hdf5 = [# blosc only available on conda (https://github.com/Blosc/python-blosc/issues/297)
#'blosc>=1.20.1',
'tables>=3.6.1']
spss = ['pyreadstat>=1.1.2']
postgresql = ['SQLAlchemy>=1.4.16', 'psycopg2>=2.8.6']
mysql = ['SQLAlchemy>=1.4.16', 'pymysql>=1.0.2']
sql-other = ['SQLAlchemy>=1.4.16']
html = ['beautifulsoup4>=4.9.3', 'html5lib>=1.1', 'lxml>=4.6.3']
xml = ['lxml>=4.6.3']
plot = ['matplotlib>=3.6.1']
output_formatting = ['jinja2>=3.0.0', 'tabulate>=0.8.9']
clipboard = ['PyQt5>=5.15.1', 'qtpy>=2.2.0']
compression = ['zstandard>=0.15.2']
all = ['beautifulsoup4>=5.9.3',
# blosc only available on conda (https://github.com/Blosc/python-blosc/issues/297)
#'blosc>=1.21.0',
'bottleneck>=1.3.2',
'fastparquet>=0.6.3',
'fsspec>=2021.07.0',
'gcsfs>=2021.07.0',
'html5lib>=1.1',
'hypothesis>=6.34.2',
'jinja2>=3.0.0',
'lxml>=4.6.3',
'matplotlib>=3.6.1',
'numba>=0.53.1',
'numexpr>=2.7.3',
'odfpy>=1.4.1',
'openpyxl>=3.0.7',
'psycopg2>=2.8.6',
'pyarrow>=7.0.0',
'pymysql>=1.0.2',
'PyQt5>=5.15.1',
'pyreadstat>=1.1.2',
'pytest>=7.3.2',
'pytest-xdist>=2.2.0',
'python-calamine>=0.1.7',
'pyxlsb>=1.0.8',
'qtpy>=2.2.0',
'scipy>=1.7.1',
's3fs>=2021.08.0',
'SQLAlchemy>=1.4.16',
'tables>=3.6.1',
'tabulate>=0.8.9',
'tzdata>=2022.1',
'xarray>=0.21.0',
'xlrd>=2.0.1',
'xlsxwriter>=1.4.3',
'zstandard>=0.15.2']
# TODO: Remove after setuptools support is dropped.
[tool.setuptools]
include-package-data = true
[tool.setuptools.packages.find]
include = ["pandas", "pandas.*"]
namespaces = false
[tool.setuptools.exclude-package-data]
"*" = ["*.c", "*.h"]
# See the docstring in versioneer.py for instructions. Note that you must
# re-run 'versioneer.py setup' after changing this section, and commit the
# resulting files.
[tool.versioneer]
VCS = "git"
style = "pep440"
versionfile_source = "pandas/_version.py"
versionfile_build = "pandas/_version.py"
tag_prefix = "v"
parentdir_prefix = "pandas-"
[tool.cibuildwheel]
skip = "cp36-* cp37-* pp37-* *-manylinux_i686 *_ppc64le *_s390x *-musllinux*"
build-verbosity = "3"
test-requires = "hypothesis>=6.34.2 pytest>=7.3.2 pytest-xdist>=2.2.0"
test-command = "python {project}/ci/test_wheels.py"
[tool.cibuildwheel.macos]
archs = "x86_64 arm64"
test-skip = "*_arm64"
[tool.cibuildwheel.windows]
repair-wheel-command = "python ci/fix_wheels.py {wheel} {dest_dir}"
[[tool.cibuildwheel.overrides]]
select = "*-win*"
# We test separately for Windows, since we use
# the base windows docker image to check if any dlls are
# missing from the wheel
test-command = ""
[[tool.cibuildwheel.overrides]]
select = "*-win32"
environment = { IS_32_BIT="true" }
[tool.black]
target-version = ['py38', 'py39']
exclude = '''
(
asv_bench/env
| \.egg
| \.git
| \.hg
| \.mypy_cache
| \.nox
| \.tox
| \.venv
| _build
| buck-out
| build
| dist
| setup.py
)
'''
[tool.ruff]
line-length = 88
update-check = false
target-version = "py38"
select = [
# pyflakes
"F",
# pycodestyle
"E",
"W",
# flake8-2020
"YTT",
# flake8-bugbear
"B",
# flake8-quotes
"Q",
# pylint
"PLE", "PLR", "PLW",
]
ignore = [
# space before : (needed for how black formats slicing)
# "E203", # not yet implemented
# module level import not at top of file
"E402",
# do not assign a lambda expression, use a def
"E731",
# line break before binary operator
# "W503", # not yet implemented
# line break after binary operator
# "W504", # not yet implemented
# controversial
"B006",
# controversial
"B007",
# controversial
"B008",
# setattr is used to side-step mypy
"B009",
# getattr is used to side-step mypy
"B010",
# tests use assert False
"B011",
# tests use comparisons but not their returned value
"B015",
# false positives
"B019",
# Loop control variable overrides iterable it iterates
"B020",
# Function definition does not bind loop variable
"B023",
# Functions defined inside a loop must not use variables redefined in the loop
# "B301", # not yet implemented
# Additional checks that don't pass yet
# Within an except clause, raise exceptions with ...
"B904",
]
exclude = [
"doc/sphinxext/*.py",
"doc/build/*.py",
"doc/temp/*.py",
".eggs/*.py",
"versioneer.py",
# exclude asv benchmark environments from linting
"env",
]
[tool.pylint.messages_control]
max-line-length = 88
disable = [
# intentionally turned off
"broad-except",
"c-extension-no-member",
"comparison-with-itself",
"import-error",
"import-outside-toplevel",
"invalid-name",
"invalid-unary-operand-type",
"line-too-long",
"no-else-continue",
"no-else-raise",
"no-else-return",
"no-member",
"no-name-in-module",
"not-an-iterable",
"overridden-final-method",
"pointless-statement",
"redundant-keyword-arg",
"singleton-comparison",
"too-many-ancestors",
"too-many-arguments",
"too-many-boolean-expressions",
"too-many-branches",
"too-many-function-args",
"too-many-instance-attributes",
"too-many-locals",
"too-many-nested-blocks",
"too-many-public-methods",
"too-many-return-statements",
"too-many-statements",
"unexpected-keyword-arg",
"ungrouped-imports",
"unsubscriptable-object",
"unsupported-assignment-operation",
"unsupported-membership-test",
"unused-import",
"use-implicit-booleaness-not-comparison",
"use-implicit-booleaness-not-len",
"wrong-import-order",
"wrong-import-position",
# misc
"abstract-class-instantiated",
"no-value-for-parameter",
"undefined-variable",
"unpacking-non-sequence",
# pylint type "C": convention, for programming standard violation
"missing-class-docstring",
"missing-function-docstring",
"missing-module-docstring",
"too-many-lines",
"unidiomatic-typecheck",
"unnecessary-dunder-call",
"unnecessary-lambda-assignment",
# pylint type "R": refactor, for bad code smell
"consider-using-with",
"cyclic-import",
"duplicate-code",
"inconsistent-return-statements",
"redefined-argument-from-local",
"too-few-public-methods",
# pylint type "W": warning, for python specific problems
"abstract-method",
"arguments-differ",
"arguments-out-of-order",
"arguments-renamed",
"attribute-defined-outside-init",
"comparison-with-callable",
"dangerous-default-value",
"deprecated-module",
"eval-used",
"expression-not-assigned",
"fixme",
"global-statement",
"invalid-overridden-method",
"keyword-arg-before-vararg",
"possibly-unused-variable",
"protected-access",
"raise-missing-from",
"redefined-builtin",
"redefined-outer-name",
"self-cls-assignment",
"signature-differs",
"super-init-not-called",
"try-except-raise",
"unnecessary-lambda",
"unspecified-encoding",
"unused-argument",
"unused-variable",
"using-constant-test"
]
[tool.pytest.ini_options]
# sync minversion with pyproject.toml & install.rst
minversion = "7.0"
addopts = "--strict-data-files --strict-markers --strict-config --capture=no --durations=30 --junitxml=test-data.xml"
empty_parameter_set_mark = "fail_at_collect"
xfail_strict = true
testpaths = "pandas"
doctest_optionflags = [
"NORMALIZE_WHITESPACE",
"IGNORE_EXCEPTION_DETAIL",
"ELLIPSIS",
]
filterwarnings = [
# Will be fixed in numba 0.56: https://github.com/numba/numba/issues/7758
"ignore:`np.MachAr` is deprecated:DeprecationWarning:numba",
"ignore:.*urllib3:DeprecationWarning:botocore",
"ignore:Setuptools is replacing distutils.:UserWarning:_distutils_hack",
# https://github.com/PyTables/PyTables/issues/822
"ignore:a closed node found in the registry:UserWarning:tables",
"ignore:`np.object` is a deprecated:DeprecationWarning:tables",
"ignore:tostring:DeprecationWarning:tables",
"ignore:distutils Version classes are deprecated:DeprecationWarning:numexpr",
"ignore:distutils Version classes are deprecated:DeprecationWarning:fastparquet",
"ignore:distutils Version classes are deprecated:DeprecationWarning:fsspec",
]
junit_family = "xunit2"
markers = [
"single_cpu: tests that should run on a single cpu only",
"slow: mark a test as slow",
"network: mark a test as network",
"db: tests requiring a database (mysql or postgres)",
"clipboard: mark a pd.read_clipboard test",
"arm_slow: mark a test as slow for arm64 architecture",
"skip_ubsan: tests known to invoke undefined behavior",
]
[tool.mypy]
# Import discovery
mypy_path = "typings"
files = ["pandas", "typings"]
namespace_packages = false
explicit_package_bases = false
ignore_missing_imports = true
follow_imports = "normal"
follow_imports_for_stubs = false
no_site_packages = false
no_silence_site_packages = false
# Platform configuration
python_version = "3.8"
platform = "linux-64"
# Disallow dynamic typing
disallow_any_unimported = false # TODO
disallow_any_expr = false # TODO
disallow_any_decorated = false # TODO
disallow_any_explicit = false # TODO
disallow_any_generics = false # TODO
disallow_subclassing_any = false # TODO
# Untyped definitions and calls
disallow_untyped_calls = false # TODO
disallow_untyped_defs = false # TODO
disallow_incomplete_defs = false # TODO
check_untyped_defs = true
disallow_untyped_decorators = true
# None and Optional handling
no_implicit_optional = true
strict_optional = true
# Configuring warnings
warn_redundant_casts = true
warn_unused_ignores = true
warn_no_return = true
warn_return_any = false # TODO
warn_unreachable = false # GH#27396
# Suppressing errors
ignore_errors = false
enable_error_code = "ignore-without-code"
# Miscellaneous strictness flags
allow_untyped_globals = false
allow_redefinition = false
local_partial_types = false
implicit_reexport = true
strict_equality = true
# Configuring error messages
show_error_context = false
show_column_numbers = false
show_error_codes = true
[[tool.mypy.overrides]]
module = [
"pandas.tests.*",
"pandas._version",
"pandas.io.clipboard",
]
check_untyped_defs = false
[[tool.mypy.overrides]]
module = [
"pandas.tests.apply.test_series_apply",
"pandas.tests.arithmetic.conftest",
"pandas.tests.arrays.sparse.test_combine_concat",
"pandas.tests.dtypes.test_common",
"pandas.tests.frame.methods.test_to_records",
"pandas.tests.groupby.test_rank",
"pandas.tests.groupby.transform.test_transform",
"pandas.tests.indexes.interval.test_interval",
"pandas.tests.indexing.test_categorical",
"pandas.tests.io.excel.test_writers",
"pandas.tests.reductions.test_reductions",
"pandas.tests.test_expressions",
]
ignore_errors = true
# To be kept consistent with "Import Formatting" section in contributing.rst
[tool.isort]
known_pre_libs = "pandas._config"
known_pre_core = ["pandas._libs", "pandas._typing", "pandas.util._*", "pandas.compat", "pandas.errors"]
known_dtypes = "pandas.core.dtypes"
known_post_core = ["pandas.tseries", "pandas.io", "pandas.plotting"]
sections = ["FUTURE", "STDLIB", "THIRDPARTY" ,"PRE_LIBS" , "PRE_CORE", "DTYPES", "FIRSTPARTY", "POST_CORE", "LOCALFOLDER"]
profile = "black"
combine_as_imports = true
force_grid_wrap = 2
force_sort_within_sections = true
skip_glob = "env"
skip = "pandas/__init__.py"
[tool.pyright]
pythonVersion = "3.8"
typeCheckingMode = "basic"
include = ["pandas", "typings"]
exclude = ["pandas/tests", "pandas/io/clipboard", "pandas/util/version"]
# enable subset of "strict"
reportDuplicateImport = true
reportInvalidStubStatement = true
reportOverlappingOverload = true
reportPropertyTypeMismatch = true
reportUntypedClassDecorator = true
reportUntypedFunctionDecorator = true
reportUntypedNamedTuple = true
reportUnusedImport = true
# disable subset of "basic"
reportGeneralTypeIssues = false
reportMissingModuleSource = false
reportOptionalCall = false
reportOptionalIterable = false
reportOptionalMemberAccess = false
reportOptionalOperand = false
reportOptionalSubscript = false
reportPrivateImportUsage = false
reportUnboundVariable = false
[tool.coverage.run]
branch = true
omit = ["pandas/_typing.py", "pandas/_version.py"]
plugins = ["Cython.Coverage"]
source = ["pandas"]
[tool.coverage.report]
ignore_errors = false
show_missing = true
omit = ["pandas/_version.py"]
exclude_lines = [
# Have to re-enable the standard pragma
"pragma: no cover",
# Don't complain about missing debug-only code:s
"def __repr__",
"if self.debug",
# Don't complain if tests don't hit defensive assertion code:
"raise AssertionError",
"raise NotImplementedError",
"AbstractMethodError",
# Don't complain if non-runnable code isn't run:
"if 0:",
"if __name__ == .__main__.:",
"if TYPE_CHECKING:",
]
[tool.coverage.html]
directory = "coverage_html_report"
[tool.codespell]
ignore-words-list = "blocs, coo, hist, nd, sav, ser, recuse"
ignore-regex = 'https://([\w/\.])+'
|