85 lines
1.8 KiB
Nix
85 lines
1.8 KiB
Nix
{ lib
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, buildPythonPackage
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, fetchFromGitHub
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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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, 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 = "0.3.7";
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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-UOX8Q7F5c9J1KSfQUy8aoL5CNb9YmEI4X7Fd5B16UqQ=";
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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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];
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pythonImportsCheck = [ "ax" ];
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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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