95 lines
2.1 KiB
Nix
95 lines
2.1 KiB
Nix
{
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lib,
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buildPythonPackage,
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fetchFromGitHub,
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ax,
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botorch,
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ipywidgets,
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jinja2,
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pandas,
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plotly,
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python,
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setuptools,
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setuptools-scm,
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typeguard,
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wheel,
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hypothesis,
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mercurial,
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pyfakefs,
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pytestCheckHook,
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yappi,
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pyre-extensions,
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}:
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buildPythonPackage rec {
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pname = "ax";
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version = "0.4.0";
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format = "pyproject";
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src = fetchFromGitHub {
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owner = "facebook";
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repo = pname;
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rev = "refs/tags/${version}";
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hash = "sha256-dj6Gig8N4oLtcZLwPl4QDHG/FwA2nFBtYxSARnWiJJU=";
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};
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nativeBuildInputs = [
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setuptools
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setuptools-scm
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wheel
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];
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propagatedBuildInputs = [
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botorch
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ipywidgets
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jinja2
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pandas
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plotly
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typeguard
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pyre-extensions
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];
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checkInputs = [
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hypothesis
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mercurial
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pyfakefs
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pytestCheckHook
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yappi
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];
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pytestFlagsArray = [
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"--ignore=ax/benchmark"
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"--ignore=ax/runners/tests/test_torchx.py"
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# requires pyre_extensions
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"--ignore=ax/telemetry/tests"
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"--ignore=ax/core/tests/test_utils.py"
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"--ignore=ax/early_stopping/tests/test_strategies.py"
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# broken with sqlalchemy 2
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"--ignore=ax/service/tests/test_ax_client.py"
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"--ignore=ax/service/tests/test_scheduler.py"
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"--ignore=ax/service/tests/test_with_db_settings_base.py"
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"--ignore=ax/storage"
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];
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disabledTests = [
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# exact comparison of floating points
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"test_optimize_l0_homotopy"
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# AssertionError: 5 != 2
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"test_get_standard_plots_moo"
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# AssertionError: Expected 'warning' to be called once. Called 3 times
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"test_validate_kwarg_typing"
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# uses torch.equal
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"test_convert_observations"
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];
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pythonImportsCheck = [ "ax" ];
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# Many portions of the test suite fail under Python 3.12
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doCheck = lib.versions.majorMinor python.version != "3.12";
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passthru.tests.check = ax.overridePythonAttrs { doCheck = true; };
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meta = with lib; {
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description = "Ax is an accessible, general-purpose platform for understanding, managing, deploying, and automating adaptive experiments";
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homepage = "https://ax.dev/";
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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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