mirror of
https://github.com/NixOS/nixpkgs.git
synced 2024-12-20 20:53:48 +00:00
57 lines
1.7 KiB
Nix
57 lines
1.7 KiB
Nix
{ buildPythonPackage, fetchFromGitHub, fetchpatch, lib, pythonOlder
|
|
, clang_7, python2
|
|
, graphviz, matplotlib, numpy, pandas, plotly, scipy, six
|
|
, withCuda ? false, cudatoolkit }:
|
|
|
|
buildPythonPackage rec {
|
|
pname = "catboost";
|
|
version = "0.24.4";
|
|
|
|
disabled = pythonOlder "3.4";
|
|
|
|
src = fetchFromGitHub {
|
|
owner = "catboost";
|
|
repo = "catboost";
|
|
rev = "v${version}";
|
|
sha256 = "sha256-pzmwEiKziB4ldnKgeCsP2HdnisX8sOkLssAzNfcSEx8=";
|
|
};
|
|
|
|
nativeBuildInputs = [ clang_7 python2 ];
|
|
|
|
propagatedBuildInputs = [ graphviz matplotlib numpy pandas scipy plotly six ]
|
|
++ lib.optional withCuda [ cudatoolkit ];
|
|
|
|
patches = [
|
|
./nix-support.patch
|
|
(fetchpatch {
|
|
name = "format.patch";
|
|
url = "https://github.com/catboost/catboost/pull/1528/commits/a692ba42e5c0f62e5da82b2f6fccfa77deb3419c.patch";
|
|
sha256 = "sha256-fNGucHxsSDFRLk3hFH7rm+zzTdDpY9/QjRs8K+AzVvo=";
|
|
})
|
|
];
|
|
|
|
preBuild = ''
|
|
cd catboost/python-package
|
|
'';
|
|
setupPyBuildFlags = [ "--with-ymake=no" ];
|
|
CUDA_ROOT = lib.optional withCuda cudatoolkit;
|
|
enableParallelBuilding = true;
|
|
|
|
# Tests use custom "ya" tool, not yet supported.
|
|
dontUseSetuptoolsCheck = true;
|
|
pythonImportsCheck = [ "catboost" ];
|
|
|
|
meta = with lib; {
|
|
description = "High-performance library for gradient boosting on decision trees.";
|
|
longDescription = ''
|
|
A fast, scalable, high performance Gradient Boosting on Decision Trees
|
|
library, used for ranking, classification, regression and other machine
|
|
learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
|
|
'';
|
|
license = licenses.asl20;
|
|
platforms = [ "x86_64-linux" ];
|
|
homepage = "https://catboost.ai";
|
|
maintainers = with maintainers; [ PlushBeaver ];
|
|
};
|
|
}
|