nixpkgs/pkgs/development/python-modules/lightgbm/default.nix
2021-03-26 12:48:59 +00:00

63 lines
1.5 KiB
Nix

{ lib, stdenv
, buildPythonPackage
, fetchPypi
, cmake
, numpy
, scipy
, scikitlearn
, llvmPackages ? null
}:
buildPythonPackage rec {
pname = "lightgbm";
version = "3.2.0";
src = fetchPypi {
inherit pname version;
sha256 = "000c6e0e225834a8a94a84571cf41e4b7c7b97a0db6d286c1237de8ba6066726";
};
nativeBuildInputs = [
cmake
];
dontUseCmakeConfigure = true;
# we never actually explicitly call the install command so this is the only way
# to inject these options to it - however, openmp-library doesn't appear to have
# any effect, so we have to inject it into NIX_LDFLAGS manually below
postPatch = lib.optionalString stdenv.cc.isClang ''
cat >> setup.cfg <<EOF
[install]
openmp-include-dir=${llvmPackages.openmp}/include
openmp-library=${llvmPackages.openmp}/lib/libomp.dylib
EOF
'';
propagatedBuildInputs = [
numpy
scipy
scikitlearn
];
postConfigure = ''
export HOME=$(mktemp -d)
'' + lib.optionalString stdenv.cc.isClang ''
export NIX_LDFLAGS="$NIX_LDFLAGS -L${llvmPackages.openmp}/lib -lomp"
'';
# The pypi package doesn't distribute the tests from the GitHub
# repository. It contains c++ tests which don't seem to wired up to
# `make check`.
doCheck = false;
meta = with lib; {
description = "A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework";
homepage = "https://github.com/Microsoft/LightGBM";
license = licenses.mit;
maintainers = with maintainers; [ teh costrouc ];
};
}