93 lines
1.8 KiB
Nix
93 lines
1.8 KiB
Nix
{ 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 = "0.20.1";
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pyproject = true;
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disable = 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 = "v${version}";
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hash = "sha256-JmdP/6aTnuYsBRiRq9zZng3xNYhOdr9V8bp1trAv508=";
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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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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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