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