python313Packages.scanpy: init at 1.11.4

pkgs/development/python-modules/scanpy/default.nix

@@ -0,0 +1,182 @@
+{
+  lib,
+  buildPythonPackage,
+  fetchFromGitHub,
+  hatch-vcs,
+  hatchling,
+  anndata,
+  h5py,
+  joblib,
+  legacy-api-wrap,
+  matplotlib,
+  natsort,
+  networkx,
+  numba,
+  numpy,
+  packaging,
+  pandas,
+  patsy,
+  pynndescent,
+  scikit-learn,
+  scipy,
+  seaborn,
+  session-info2,
+  statsmodels,
+  tqdm,
+  typing-extensions,
+  umap-learn,
+  dask,
+  dask-ml,
+
+  igraph,
+  leidenalg,
+  scikit-image,
+  scikit-misc,
+  zarr,
+  pytestCheckHook,
+  pytest-cov-stub,
+  pytest-mock,
+  pytest-randomly,
+  pytest-rerunfailures,
+  pytest-xdist,
+  tuna,
+}:
+
+buildPythonPackage rec {
+  pname = "scanpy";
+  version = "1.11.4";
+  pyproject = true;
+
+  src = fetchFromGitHub {
+    owner = "scverse";
+    repo = "scanpy";
+    tag = version;
+    hash = "sha256-EvNelorfLOpYLGGZ1RSq4+jk6emuCWCKBdUop24iLf4=";
+  };
+
+  build-system = [
+    hatch-vcs
+    hatchling
+  ];
+
+  dependencies = [
+    anndata
+    h5py
+    joblib
+    legacy-api-wrap
+    matplotlib
+    natsort
+    networkx
+    numba
+    numpy
+    packaging
+    pandas
+    patsy
+    pynndescent
+    scikit-learn
+    scipy
+    seaborn
+    session-info2
+    statsmodels
+    tqdm
+    typing-extensions
+    umap-learn
+  ];
+
+  optional-dependencies = {
+    # commented attributes are due to some dependencies not being in Nixpkgs
+    #bbknn = [
+    #  bbknn
+    #];
+    dask = [
+      anndata
+      dask
+    ];
+    dask-ml = [
+      dask-ml
+    ];
+    #harmony = [
+    #  harmonypy
+    #];
+    leiden = [
+      igraph
+      leidenalg
+    ];
+    #louvain = [
+    #  igraph
+    #  louvain
+    #];
+    #magic = [
+    #  magic-impute
+    #];
+    paga = [
+      igraph
+    ];
+    #rapids = [
+    #  cudf
+    #  cugraph
+    #  cuml
+    #];
+    #scanorama = [
+    #  scanorama
+    #];
+    scrublet = [
+      scikit-image
+    ];
+    skmisc = [
+      scikit-misc
+    ];
+  };
+
+  nativeCheckInputs = [
+    pytestCheckHook
+    pytest-cov-stub
+    pytest-mock
+    pytest-randomly
+    pytest-rerunfailures
+    pytest-xdist
+    tuna
+    zarr
+  ];
+
+  preCheck = ''
+    export NUMBA_CACHE_DIR=$(mktemp -d);
+  '';
+
+  disabledTestPaths = [
+    # try to download data:
+    "tests/test_aggregated.py"
+    "tests/test_highly_variable_genes.py"
+    "tests/test_normalization.py"
+    "tests/test_pca.py"
+    "tests/test_plotting.py"
+    "tests/test_plotting_embedded/"
+  ];
+
+  disabledTests = [
+    # try to download data:
+    "scanpy.get._aggregated.aggregate"
+    "scanpy.plotting._tools.scatterplots.spatial"
+    "test_clip"
+    "test_download_failure"
+    "test_mean_var"
+    "test_regress_out_int"
+    "test_score_with_reference"
+
+    # fails to find the trivial test script for some reason:
+    "test_external"
+  ];
+
+  pythonImportsCheck = [
+    "scanpy"
+  ];
+
+  meta = {
+    description = "Single-cell analysis in Python which scales to >100M cells";
+    homepage = "https://scanpy.readthedocs.io";
+    changelog = "https://github.com/scverse/scanpy/releases/tag/${src.tag}";
+    license = lib.licenses.bsd3;
+    maintainers = with lib.maintainers; [ bcdarwin ];
+    mainProgram = "scanpy";
+  };
+}

pkgs/top-level/python-packages.nix

@@ -16157,6 +16157,8 @@ self: super: with self; {
 
   scancode-toolkit = callPackage ../development/python-modules/scancode-toolkit { };
 
+  scanpy = callPackage ../development/python-modules/scanpy { };
+
   scapy = callPackage ../development/python-modules/scapy {
     inherit (pkgs) libpcap; # Avoid confusion with python package of the same name
   };