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{ lib
, buildPythonPackage
, pythonOlder
, cmake
, numpy
, scipy
, hatchling
, stdenv
, xgboost
}:
buildPythonPackage {
pname = "xgboost";
format = "pyproject";
inherit (xgboost) version src meta;
disabled = pythonOlder "3.8";
nativeBuildInputs = [ cmake hatchling ];
buildInputs = [ xgboost ];
propagatedBuildInputs = [ numpy scipy ];
# Override existing logic for locating libxgboost.so which is not appropriate for Nix
prePatch = let
libPath = "${xgboost}/lib/libxgboost${stdenv.hostPlatform.extensions.sharedLibrary}";
in ''
echo 'find_lib_path = lambda: ["${libPath}"]' > python-package/xgboost/libpath.py
'';
dontUseCmakeConfigure = true;
postPatch = ''
cd python-package
'';
# test setup tries to download test data with no option to disable
# (removing sklearn from nativeCheckInputs causes all previously enabled tests to be skipped)
# and are extremely cpu intensive anyway
doCheck = false;
pythonImportsCheck = [
"xgboost"
];
__darwinAllowLocalNetworking = true;
}
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