mirror of
https://github.com/NixOS/nixpkgs.git
synced 2026-08-27 02:34:53 +00:00
137 lines
3.1 KiB
Nix
137 lines
3.1 KiB
Nix
{
|
|
lib,
|
|
stdenv,
|
|
buildPythonPackage,
|
|
fetchFromGitHub,
|
|
fetchpatch,
|
|
|
|
# build-system
|
|
setuptools,
|
|
setuptools-scm,
|
|
|
|
# dependencies
|
|
gpytorch,
|
|
linear-operator,
|
|
multipledispatch,
|
|
ninja,
|
|
pyre-extensions,
|
|
scipy,
|
|
threadpoolctl,
|
|
torch,
|
|
typing-extensions,
|
|
|
|
# optional-dependencies
|
|
pymoo,
|
|
|
|
# tests
|
|
jax,
|
|
numpyro,
|
|
pytestCheckHook,
|
|
pythonAtLeast,
|
|
}:
|
|
|
|
buildPythonPackage (finalAttrs: {
|
|
pname = "botorch";
|
|
version = "0.18.1";
|
|
pyproject = true;
|
|
__structuredAttrs = true;
|
|
|
|
src = fetchFromGitHub {
|
|
owner = "meta-pytorch";
|
|
repo = "botorch";
|
|
tag = "v${finalAttrs.version}";
|
|
hash = "sha256-tUTtImqPlbS8g1oLoTTCCWQbeLwLop13qPjFrQeMtb8=";
|
|
};
|
|
|
|
patches = [
|
|
# Allow scipy 1.18 in batched L-BFGS-B fast path
|
|
# https://github.com/meta-pytorch/botorch/pull/3328
|
|
(fetchpatch {
|
|
name = "scipy-1.18.patch";
|
|
url = "https://github.com/meta-pytorch/botorch/commit/611f14acc8c1b2f30ce2ae058568d90f96bbb2ec.patch";
|
|
hash = "sha256-PiXq9GmPaWQXh+emY7aNI53Y+ufl8K5uOFa8GD0clP8=";
|
|
})
|
|
];
|
|
|
|
build-system = [
|
|
setuptools
|
|
setuptools-scm
|
|
];
|
|
|
|
dependencies = [
|
|
gpytorch
|
|
linear-operator
|
|
multipledispatch
|
|
ninja
|
|
pyre-extensions
|
|
scipy
|
|
threadpoolctl
|
|
torch
|
|
typing-extensions
|
|
];
|
|
|
|
optional-dependencies = {
|
|
pymoo = [
|
|
pymoo
|
|
];
|
|
};
|
|
|
|
nativeCheckInputs = [
|
|
jax
|
|
numpyro
|
|
pytestCheckHook
|
|
];
|
|
|
|
disabledTestPaths = [
|
|
# Requires unpackaged pfns
|
|
"test_community/models/test_prior_fitted_network.py"
|
|
];
|
|
|
|
disabledTests = [
|
|
"test_all_cases_covered"
|
|
|
|
# Skip tests that take too much time
|
|
"TestQMultiObjectivePredictiveEntropySearch"
|
|
"TestQPredictiveEntropySearch"
|
|
]
|
|
++ lib.optionals (pythonAtLeast "3.13") [
|
|
# RuntimeError: Boolean value of Tensor with more than one value is ambiguous
|
|
"test_optimize_acqf_mixed_binary_only"
|
|
]
|
|
++ lib.optionals (stdenv.hostPlatform.isLinux && stdenv.hostPlatform.isx86_64) [
|
|
# stuck tests on hydra
|
|
"test_moo_predictive_entropy_search"
|
|
]
|
|
++ lib.optionals (stdenv.hostPlatform.isLinux && stdenv.hostPlatform.isAarch64) [
|
|
# RuntimeError: Failed to initialize cpuinfo!
|
|
"test_append_features"
|
|
"test_delattr_ctx"
|
|
"test_input_perturbation"
|
|
"test_module_rollback_ctx"
|
|
"test_parameter_rollback_ctx"
|
|
"test_zero_grad_ctx"
|
|
]
|
|
++ lib.optionals (stdenv.hostPlatform.isDarwin) [
|
|
# RuntimeError: required keyword attribute 'value' has the wrong type
|
|
"test_posterior_in_trace_mode"
|
|
]
|
|
++ lib.optionals (stdenv.hostPlatform.isDarwin && stdenv.hostPlatform.isAarch64) [
|
|
# Numerical error slightly above threshold
|
|
# AssertionError: Tensor-likes are not close!
|
|
"test_model_list_gpytorch_model"
|
|
];
|
|
|
|
pythonImportsCheck = [ "botorch" ];
|
|
|
|
# needs lots of undisturbed CPU time or prone to getting stuck
|
|
requiredSystemFeatures = [ "big-parallel" ];
|
|
|
|
meta = {
|
|
changelog = "https://github.com/meta-pytorch/botorch/blob/${finalAttrs.src.tag}/CHANGELOG.md";
|
|
description = "Bayesian Optimization in PyTorch";
|
|
homepage = "https://botorch.org";
|
|
license = lib.licenses.mit;
|
|
maintainers = with lib.maintainers; [ veprbl ];
|
|
};
|
|
})
|