104 lines
2.1 KiB
Nix
104 lines
2.1 KiB
Nix
|
{
|
||
|
|
lib,
|
||
|
|
botorch,
|
||
|
|
buildPythonPackage,
|
||
|
|
fetchFromGitHub,
|
||
|
|
hypothesis,
|
||
|
|
ipywidgets,
|
||
|
|
jinja2,
|
||
|
|
jupyter,
|
||
|
|
mercurial,
|
||
|
|
pandas,
|
||
|
|
plotly,
|
||
|
|
pyfakefs,
|
||
|
|
pyre-extensions,
|
||
|
|
pytestCheckHook,
|
||
|
|
pythonOlder,
|
||
|
|
setuptools-scm,
|
||
|
|
setuptools,
|
||
|
|
sqlalchemy,
|
||
|
|
typeguard,
|
||
|
|
yappi,
|
||
|
|
}:
|
||
|
|
|
||
|
|
buildPythonPackage rec {
|
||
|
|
pname = "ax-platform";
|
||
|
|
version = "0.4.3";
|
||
|
|
pyproject = true;
|
||
|
|
|
||
|
|
disabled = pythonOlder "3.10";
|
||
|
|
|
||
|
|
src = fetchFromGitHub {
|
||
|
|
owner = "facebook";
|
||
|
|
repo = "ax";
|
||
|
|
rev = "refs/tags/${version}";
|
||
|
|
hash = "sha256-jmBjrtxqg4Iu3Qr0HRqjVfwURXzbJaGm+DBFNHYk/vA=";
|
||
|
|
};
|
||
|
|
|
||
|
|
env.ALLOW_BOTORCH_LATEST = "1";
|
||
|
|
|
||
|
|
build-system = [
|
||
|
|
setuptools
|
||
|
|
setuptools-scm
|
||
|
|
];
|
||
|
|
|
||
|
|
dependencies = [
|
||
|
|
botorch
|
||
|
|
ipywidgets
|
||
|
|
jinja2
|
||
|
|
pandas
|
||
|
|
plotly
|
||
|
|
typeguard
|
||
|
|
pyre-extensions
|
||
|
|
];
|
||
|
|
|
||
|
|
optional-dependencies = {
|
||
|
|
mysql = [ sqlalchemy ];
|
||
|
|
notebook = [ jupyter ];
|
||
|
|
};
|
||
|
|
|
||
|
|
nativeCheckInputs = [
|
||
|
|
hypothesis
|
||
|
|
mercurial
|
||
|
|
pyfakefs
|
||
|
|
pytestCheckHook
|
||
|
|
yappi
|
||
|
|
] ++ lib.flatten (builtins.attrValues optional-dependencies);
|
||
|
|
|
||
|
|
disabledTestPaths = [
|
||
|
|
"ax/benchmark"
|
||
|
|
"ax/runners/tests/test_torchx.py"
|
||
|
|
# requires pyre_extensions
|
||
|
|
"ax/telemetry/tests"
|
||
|
|
"ax/core/tests/test_utils.py"
|
||
|
|
"ax/early_stopping/tests/test_strategies.py"
|
||
|
|
# broken with sqlalchemy 2
|
||
|
|
"ax/core/tests/test_experiment.py"
|
||
|
|
"ax/service/tests/test_ax_client.py"
|
||
|
|
"ax/service/tests/test_scheduler.py"
|
||
|
|
"ax/service/tests/test_with_db_settings_base.py"
|
||
|
|
"ax/storage"
|
||
|
|
];
|
||
|
|
|
||
|
|
disabledTests = [
|
||
|
|
# exact comparison of floating points
|
||
|
|
"test_optimize_l0_homotopy"
|
||
|
|
# AssertionError: 5 != 2
|
||
|
|
"test_get_standard_plots_moo"
|
||
|
|
# AssertionError: Expected 'warning' to be called once. Called 3 times
|
||
|
|
"test_validate_kwarg_typing"
|
||
|
|
# uses torch.equal
|
||
|
|
"test_convert_observations"
|
||
|
|
];
|
||
|
|
|
||
|
|
pythonImportsCheck = [ "ax" ];
|
||
|
|
|
||
|
|
meta = {
|
||
|
|
description = "Platform for understanding, managing, deploying, and automating adaptive experiments";
|
||
|
|
homepage = "https://ax.dev/";
|
||
|
|
changelog = "https://github.com/facebook/Ax/releases/tag/${version}";
|
||
|
|
license = lib.licenses.mit;
|
||
|
|
maintainers = with lib.maintainers; [ veprbl ];
|
||
|
|
};
|
||
|
|
}
|