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{ lib
, buildPythonPackage
, fetchFromGitHub
, botorch
, ipywidgets
, jinja2
, pandas
, plotly
, setuptools
, setuptools-scm
, typeguard
, wheel
, hypothesis
, mercurial
, pyfakefs
, pytestCheckHook
, yappi
, pyre-extensions
}:
buildPythonPackage rec {
pname = "ax";
version = "0.3.7";
format = "pyproject";
src = fetchFromGitHub {
owner = "facebook";
repo = pname;
rev = "refs/tags/${version}";
hash = "sha256-UOX8Q7F5c9J1KSfQUy8aoL5CNb9YmEI4X7Fd5B16UqQ=";
};
nativeBuildInputs = [
setuptools
setuptools-scm
wheel
];
propagatedBuildInputs = [
botorch
ipywidgets
jinja2
pandas
plotly
typeguard
pyre-extensions
];
checkInputs = [
hypothesis
mercurial
pyfakefs
pytestCheckHook
yappi
];
pytestFlagsArray = [
"--ignore=ax/benchmark"
"--ignore=ax/runners/tests/test_torchx.py"
# requires pyre_extensions
"--ignore=ax/telemetry/tests"
"--ignore=ax/core/tests/test_utils.py"
"--ignore=ax/early_stopping/tests/test_strategies.py"
# broken with sqlalchemy 2
"--ignore=ax/service/tests/test_ax_client.py"
"--ignore=ax/service/tests/test_scheduler.py"
"--ignore=ax/service/tests/test_with_db_settings_base.py"
"--ignore=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"
];
pythonImportsCheck = [ "ax" ];
meta = with lib; {
description = "Ax is an accessible, general-purpose platform for understanding, managing, deploying, and automating adaptive experiments";
homepage = "https://ax.dev/";
license = licenses.mit;
maintainers = with maintainers; [ veprbl ];
};
}
|