1 files changed, 93 insertions, 0 deletions
diff --git a/nixpkgs/pkgs/development/python-modules/tsfresh/default.nix b/nixpkgs/pkgs/development/python-modules/tsfresh/default.nix
new file mode 100644
index 000000000000..36a93a540051
--- /dev/null
+++ b/nixpkgs/pkgs/development/python-modules/tsfresh/default.nix
@@ -0,0 +1,93 @@
+{ 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 = "0.20.1";
+  pyproject = true;
+
+  disabled = pythonOlder "3.7";
+
+  src = fetchFromGitHub {
+    owner = "blue-yonder";
+    repo = "tsfresh";
+    rev = "v${version}";
+    hash = "sha256-JmdP/6aTnuYsBRiRq9zZng3xNYhOdr9V8bp1trAv508=";
+  };
+
+  patches = [
+    # The pyscaffold is not a build dependency but just a python project bootstrapping tool, so we do not need it
+    ./remove-pyscaffold.patch
+    ./remove-pytest-coverage-flags.patch
+  ];
+
+  propagatedBuildInputs = [
+    requests
+    numpy
+    pandas
+    scipy
+    statsmodels
+    patsy
+    scikit-learn
+    tqdm
+    dask
+    distributed
+    stumpy
+    cloudpickle
+  ] ++ dask.optional-dependencies.dataframe;
+
+  nativeCheckInputs = [
+    pytestCheckHook
+    pytest-xdist
+    mock
+    matplotlib
+    seaborn
+    ipython
+    notebook
+    pandas-datareader
+  ];
+
+  disabledTests = [
+    # touches network
+    "test_relevant_extraction"
+    "test_characteristics_downloaded_robot_execution_failures"
+    "test_index"
+    "test_binary_target_is_default"
+    "test_characteristics_downloaded_robot_execution_failures"
+    "test_extraction_runs_through"
+    "test_multilabel_target_on_request"
+  ];
+
+  pythonImportsCheck = [ "tsfresh" ];
+
+  meta = with lib; {
+    description = "Automatic extraction of relevant features from time series";
+    homepage = "https://github.com/blue-yonder/tsfresh";
+    changelog = "https://github.com/blue-yonder/tsfresh/blob/${src.rev}/CHANGES.rst";
+    license = licenses.mit;
+    maintainers = with maintainers; [ mbalatsko ];
+  };
+}