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|
{ lib
, stdenv
, buildPythonPackage
, fetchFromGitHub
, pythonAtLeast
, pythonOlder
# build-system
, cython_3
, meson-python
, meson
, oldest-supported-numpy
, pkg-config
, versioneer
, wheel
# propagates
, numpy
, python-dateutil
, pytz
, tzdata
# optionals
, beautifulsoup4
, bottleneck
, blosc2
, fsspec
, gcsfs
, html5lib
, jinja2
, lxml
, matplotlib
, numba
, numexpr
, odfpy
, openpyxl
, psycopg2
, pyarrow
, pymysql
, pyqt5
, pyreadstat
, qtpy
, s3fs
, scipy
, sqlalchemy
, tables
, tabulate
, xarray
, xlrd
, xlsxwriter
, zstandard
# tests
, adv_cmds
, glibc
, glibcLocales
, hypothesis
, pytestCheckHook
, pytest-xdist
, pytest-asyncio
, python
, runtimeShell
}:
let pandas = buildPythonPackage rec {
pname = "pandas";
version = "2.2.0";
pyproject = true;
disabled = pythonOlder "3.9";
src = fetchFromGitHub {
owner = "pandas-dev";
repo = "pandas";
rev = "refs/tags/v${version}";
hash = "sha256-PMrqniyyFYRnAeFBruPrTrGKzX2dRxMRct8AHeghstA=";
};
postPatch = ''
substituteInPlace pyproject.toml \
--replace-fail "Cython==3.0.5" "Cython>=3.0.5" \
--replace-fail "meson-python==0.13.1" "meson-python>=0.13.1" \
--replace-fail "meson==1.2.1" "meson>=1.2.1"
'';
nativeBuildInputs = [
cython_3
meson-python
meson
numpy
pkg-config
versioneer
wheel
]
++ versioneer.optional-dependencies.toml
++ lib.optionals (pythonOlder "3.12") [
oldest-supported-numpy
];
enableParallelBuilding = true;
propagatedBuildInputs = [
numpy
python-dateutil
pytz
tzdata
];
passthru.optional-dependencies = let
extras = {
aws = [
s3fs
];
clipboard = [
pyqt5
qtpy
];
compression = [
zstandard
];
computation = [
scipy
xarray
];
excel = [
odfpy
openpyxl
# TODO: pyxlsb
xlrd
xlsxwriter
];
feather = [
pyarrow
];
fss = [
fsspec
];
gcp = [
gcsfs
# TODO: pandas-gqb
];
hdf5 = [
blosc2
tables
];
html = [
beautifulsoup4
html5lib
lxml
];
mysql = [
sqlalchemy
pymysql
];
output_formatting = [
jinja2
tabulate
];
parquet = [
pyarrow
];
performance = [
bottleneck
numba
numexpr
];
plot = [
matplotlib
];
postgresql = [
sqlalchemy
psycopg2
];
spss = [
pyreadstat
];
sql-other = [
sqlalchemy
];
xml = [
lxml
];
};
in extras // {
all = lib.concatLists (lib.attrValues extras);
};
doCheck = false; # various infinite recursions
passthru.tests.pytest = pandas.overridePythonAttrs (_: { doCheck = true; });
nativeCheckInputs = [
glibcLocales
hypothesis
pytest-asyncio
pytest-xdist
pytestCheckHook
]
++ lib.flatten (lib.attrValues passthru.optional-dependencies)
++ lib.optionals (stdenv.isLinux) [
# for locale executable
glibc
]
++ lib.optionals (stdenv.isDarwin) [
# for locale executable
adv_cmds
];
# don't max out build cores, it breaks tests
dontUsePytestXdist = true;
__darwinAllowLocalNetworking = true;
pytestFlagsArray = [
# https://github.com/pandas-dev/pandas/blob/main/test_fast.sh
"-m" "'not single_cpu and not slow and not network and not db and not slow_arm'"
# https://github.com/pandas-dev/pandas/issues/54907
"--no-strict-data-files"
"--numprocesses" "4"
];
disabledTests = [
# AssertionError: Did not see expected warning of class 'FutureWarning'
"test_parsing_tzlocal_deprecated"
] ++ lib.optionals (stdenv.isDarwin && stdenv.isAarch64) [
# tests/generic/test_finalize.py::test_binops[and_-args4-right] - AssertionError: assert {} == {'a': 1}
"test_binops"
# These tests are unreliable on aarch64-darwin. See https://github.com/pandas-dev/pandas/issues/38921.
"test_rolling"
] ++ lib.optional stdenv.is32bit [
# https://github.com/pandas-dev/pandas/issues/37398
"test_rolling_var_numerical_issues"
];
# Tests have relative paths, and need to reference compiled C extensions
# so change directory where `import .test` is able to be resolved
preCheck = ''
export HOME=$TMPDIR
export LC_ALL="en_US.UTF-8"
cd $out/${python.sitePackages}/pandas
''
# TODO: Get locale and clipboard support working on darwin.
# Until then we disable the tests.
+ lib.optionalString stdenv.isDarwin ''
# Fake the impure dependencies pbpaste and pbcopy
echo "#!${runtimeShell}" > pbcopy
echo "#!${runtimeShell}" > pbpaste
chmod a+x pbcopy pbpaste
export PATH=$(pwd):$PATH
'';
pythonImportsCheck = [
"pandas"
];
meta = with lib; {
# pandas devs no longer test i686, it's commonly broken
# broken = stdenv.isi686;
changelog = "https://pandas.pydata.org/docs/whatsnew/index.html";
description = "Powerful data structures for data analysis, time series, and statistics";
downloadPage = "https://github.com/pandas-dev/pandas";
homepage = "https://pandas.pydata.org";
license = licenses.bsd3;
longDescription = ''
Flexible and powerful data analysis / manipulation library for
Python, providing labeled data structures similar to R data.frame
objects, statistical functions, and much more.
'';
maintainers = with maintainers; [ raskin fridh knedlsepp ];
};
};
in pandas
|