95 lines
1.9 KiB
Nix
95 lines
1.9 KiB
Nix
{
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lib,
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buildPythonPackage,
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fetchFromGitHub,
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pythonOlder,
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requests,
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numpy,
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pandas,
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scipy,
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statsmodels,
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patsy,
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scikit-learn,
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tqdm,
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dask,
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distributed,
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stumpy,
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cloudpickle,
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pytestCheckHook,
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pytest-xdist,
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mock,
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matplotlib,
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seaborn,
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ipython,
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notebook,
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pandas-datareader,
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}:
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buildPythonPackage rec {
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pname = "tsfresh";
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version = "0.20.2";
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pyproject = true;
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disabled = pythonOlder "3.7";
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src = fetchFromGitHub {
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owner = "blue-yonder";
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repo = "tsfresh";
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rev = "refs/tags/v${version}";
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hash = "sha256-UTra+RAQnrv61NQ86xGYrUVYiycUAWhN/45F6/0ZvPI=";
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};
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patches = [
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# The pyscaffold is not a build dependency but just a python project bootstrapping tool, so we do not need it
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./remove-pyscaffold.patch
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./remove-pytest-coverage-flags.patch
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];
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propagatedBuildInputs = [
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requests
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numpy
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pandas
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scipy
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statsmodels
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patsy
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scikit-learn
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tqdm
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dask
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distributed
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stumpy
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cloudpickle
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] ++ dask.optional-dependencies.dataframe;
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nativeCheckInputs = [
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pytestCheckHook
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pytest-xdist
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mock
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matplotlib
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seaborn
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ipython
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notebook
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pandas-datareader
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];
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disabledTests = [
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# touches network
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"test_relevant_extraction"
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"test_characteristics_downloaded_robot_execution_failures"
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"test_index"
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"test_binary_target_is_default"
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"test_characteristics_downloaded_robot_execution_failures"
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"test_extraction_runs_through"
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"test_multilabel_target_on_request"
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];
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pythonImportsCheck = [ "tsfresh" ];
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meta = with lib; {
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description = "Automatic extraction of relevant features from time series";
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mainProgram = "run_tsfresh";
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homepage = "https://github.com/blue-yonder/tsfresh";
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changelog = "https://github.com/blue-yonder/tsfresh/blob/${src.rev}/CHANGES.rst";
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license = licenses.mit;
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maintainers = with maintainers; [ mbalatsko ];
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};
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}
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