nixpkgs/pkgs/development/python-modules/pytensor/default.nix

98 lines
1.8 KiB
Nix

{ stdenv
, lib
, buildPythonPackage
, cons
, cython
, etuples
, fetchFromGitHub
, filelock
, jax
, jaxlib
, logical-unification
, minikanren
, numba
, numba-scipy
, numpy
, pytestCheckHook
, pythonOlder
, scipy
, typing-extensions
}:
buildPythonPackage rec {
pname = "pytensor";
version = "2.11.3";
format = "setuptools";
disabled = pythonOlder "3.7";
src = fetchFromGitHub {
owner = "pymc-devs";
repo = pname;
rev = "refs/tags/rel-${version}";
hash = "sha256-4GDur8S19i8pZkywKHZUelmd2e0jZmC5HzF7o2esDl4=";
};
nativeBuildInputs = [
cython
];
propagatedBuildInputs = [
cons
etuples
filelock
logical-unification
minikanren
numpy
scipy
typing-extensions
];
checkInputs = [
jax
jaxlib
numba
numba-scipy
pytestCheckHook
];
postPatch = ''
substituteInPlace setup.cfg \
--replace "--durations=50" ""
'';
preBuild = ''
export HOME=$(mktemp -d)
'';
pythonImportsCheck = [
"pytensor"
];
disabledTests = [
# benchmarks (require pytest-benchmark):
"test_elemwise_speed"
"test_fused_elemwise_benchmark"
"test_logsumexp_benchmark"
"test_scan_multiple_output"
"test_vector_taps_benchmark"
];
disabledTestPaths = [
# Don't run the most compute-intense tests
"tests/scan/"
"tests/tensor/"
"tests/sandbox/"
"tests/sparse/sandbox/"
];
meta = with lib; {
description = "Python library to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays";
homepage = "https://github.com/pymc-devs/pytensor";
changelog = "https://github.com/pymc-devs/pytensor/releases";
license = licenses.bsd3;
maintainers = with maintainers; [ bcdarwin ];
broken = (stdenv.isLinux && stdenv.isAarch64);
};
}