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