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{
lib,
stdenv,
buildPythonPackage,
fetchFromGitHub,
gpytorch,
linear-operator,
multipledispatch,
pyro-ppl,
setuptools,
setuptools-scm,
torch,
scipy,
pytestCheckHook,
}:
buildPythonPackage rec {
pname = "botorch";
version = "0.11.3";
pyproject = true;
src = fetchFromGitHub {
owner = "pytorch";
repo = "botorch";
rev = "refs/tags/v${version}";
hash = "sha256-AtRU5KC8KlkxMCU0OUAHDFK7BsPO3TbRmmzDGV7+yVk=";
};
build-system = [
setuptools
setuptools-scm
];
dependencies = [
gpytorch
linear-operator
multipledispatch
pyro-ppl
scipy
torch
];
pythonRelaxDeps = [
"gpytorch"
"linear-operator"
];
nativeCheckInputs = [ pytestCheckHook ];
pytestFlagsArray = [
# tests tend to get stuck on busy hosts, increase verbosity to find out
# which specific tests get stuck
"-vvv"
];
disabledTests =
[ "test_all_cases_covered" ]
++ lib.optionals (stdenv.buildPlatform.system == "x86_64-linux") [
# stuck tests on hydra
"test_moo_predictive_entropy_search"
];
pythonImportsCheck = [ "botorch" ];
# needs lots of undisturbed CPU time or prone to getting stuck
requiredSystemFeatures = [ "big-parallel" ];
meta = with lib; {
changelog = "https://github.com/pytorch/botorch/blob/${src.rev}/CHANGELOG.md";
description = "Bayesian Optimization in PyTorch";
homepage = "https://botorch.org";
license = licenses.mit;
maintainers = with maintainers; [ veprbl ];
};
}
|
