pyrox.dev
1{ lib
2, buildPythonPackage
3, cloudpickle
4, dask
5, distributed
6, fetchPypi
7, multipledispatch
8, pytestCheckHook
9, pythonOlder
10, scikit-learn
11, scipy
12, setuptools-scm
13, sparse
14}:
15
16buildPythonPackage rec {
17 pname = "dask-glm";
18 version = "0.3.0";
19 format = "setuptools";
20
21 disabled = pythonOlder "3.7";
22
23 src = fetchPypi {
24 inherit pname version;
25 hash = "sha256-ddaYNBUlvsMzrku7fKrlozRmjshVbQ9yrYIlaRBQCp4=";
26 };
27
28 nativeBuildInputs = [
29 setuptools-scm
30 ];
31
32 propagatedBuildInputs = [
33 cloudpickle
34 distributed
35 multipledispatch
36 scikit-learn
37 scipy
38 sparse
39 ] ++ dask.optional-dependencies.array;
40
41 nativeCheckInputs = [
42 sparse
43 pytestCheckHook
44 ];
45
46 pythonImportsCheck = [
47 "dask_glm"
48 ];
49
50 disabledTestPaths = [
51 # Circular dependency with dask-ml
52 "dask_glm/tests/test_estimators.py"
53 # Test tries to imort an obsolete method
54 "dask_glm/tests/test_utils.py"
55 ];
56
57 disabledTests = [
58 # missing fixture with distributed>=2022.8.0
59 "test_determinism_distributed"
60 ];
61
62 meta = with lib; {
63 description = "Generalized Linear Models with Dask";
64 homepage = "https://github.com/dask/dask-glm/";
65 license = licenses.bsd3;
66 maintainers = with maintainers; [ ];
67 };
68}