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{ config
, stdenv
, lib
, fetchFromGitHub
, cmake
, gtest
, doCheck ? true
, cudaSupport ? config.cudaSupport or false
, cudatoolkit
, ncclSupport ? false
, nccl
, llvmPackages
}:
assert ncclSupport -> cudaSupport;
stdenv.mkDerivation rec {
pname = "xgboost";
version = "1.5.2";
src = fetchFromGitHub {
owner = "dmlc";
repo = pname;
rev = "v${version}";
fetchSubmodules = true;
sha256 = "sha256-h7zcHCOxe1h7HRB6idtjf4HUBEoHC4V2pqbN9hpe00g=";
};
nativeBuildInputs = [ cmake ] ++ lib.optional stdenv.isDarwin llvmPackages.openmp;
buildInputs = [ gtest ] ++ lib.optional cudaSupport cudatoolkit
++ lib.optional ncclSupport nccl;
cmakeFlags = lib.optionals doCheck [ "-DGOOGLE_TEST=ON" ]
++ lib.optionals cudaSupport [ "-DUSE_CUDA=ON" "-DCUDA_HOST_COMPILER=${cudatoolkit.cc}/bin/cc" ]
++ lib.optionals ncclSupport [ "-DUSE_NCCL=ON" ];
inherit doCheck;
installPhase = let
libname = "libxgboost${stdenv.hostPlatform.extensions.sharedLibrary}";
in ''
runHook preInstall
mkdir -p $out
cp -r ../include $out
install -Dm755 ../lib/${libname} $out/lib/${libname}
install -Dm755 ../xgboost $out/bin/xgboost
runHook postInstall
'';
meta = with lib; {
description = "Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library";
homepage = "https://github.com/dmlc/xgboost";
license = licenses.asl20;
platforms = platforms.unix;
maintainers = with maintainers; [ abbradar ];
};
}
|