93 lines
1.8 KiB
Nix
93 lines
1.8 KiB
Nix
{
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lib,
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stdenv,
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buildPythonPackage,
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fetchFromGitHub,
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hatchling,
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huggingface-hub,
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matplotlib,
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numpy,
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packaging,
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pandas,
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prettytable,
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pytest-cov-stub,
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pytestCheckHook,
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pythonOlder,
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pyyaml,
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rich,
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scikit-learn,
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streamlit,
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tabulate,
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}:
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buildPythonPackage rec {
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pname = "skops";
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version = "0.13.0";
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pyproject = true;
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src = fetchFromGitHub {
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owner = "skops-dev";
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repo = "skops";
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tag = "v${version}";
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hash = "sha256-1550LIVyChqP5q4VZmflCXPyXXg4eHJU5AlVQJD2M8c=";
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};
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build-system = [ hatchling ];
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dependencies = [
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numpy
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packaging
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prettytable
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scikit-learn
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tabulate
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];
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nativeCheckInputs = [
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matplotlib
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pandas
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pytest-cov-stub
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pytestCheckHook
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pyyaml
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streamlit
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];
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optional-dependencies = {
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rich = [ rich ];
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};
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enabledTestPaths = [ "skops" ];
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disabledTests = [
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# flaky
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"test_base_case_works_as_expected"
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# fairlearn is not available in nixpkgs
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"TestAddFairlearnMetricFrame"
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];
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disabledTestPaths = [
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# minor output formatting issue
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"skops/card/_model_card.py"
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]
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++ lib.optionals stdenv.hostPlatform.isDarwin [
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# Segfaults on darwin
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"skops/io/tests/test_persist.py"
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];
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pytestFlags = [
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# Warning from scipy.optimize in skops/io/tests/test_persist.py::test_dump_and_load_with_file_wrapper
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# https://github.com/skops-dev/skops/issues/479
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"-Wignore::DeprecationWarning"
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];
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pythonImportsCheck = [ "skops" ];
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meta = {
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description = "Library for saving/loading, sharing, and deploying scikit-learn based models";
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homepage = "https://skops.readthedocs.io/en/stable";
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changelog = "https://github.com/skops-dev/skops/releases/tag/${src.tag}";
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license = lib.licenses.mit;
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maintainers = [ lib.maintainers.bcdarwin ];
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mainProgram = "skops";
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};
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}
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