1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
|
{
lib,
buildPythonPackage,
fetchFromGitHub,
# build-system
setuptools,
# dependencies
numpy,
scikit-learn,
termcolor,
tqdm,
pandas,
# tests
cleanvision,
datasets,
fasttext,
hypothesis,
keras,
matplotlib,
pytestCheckHook,
pytest-lazy-fixture,
skorch,
tensorflow,
torch,
torchvision,
wget,
pythonAtLeast,
}:
buildPythonPackage (finalAttrs: {
pname = "cleanlab";
version = "2.9.0";
pyproject = true;
src = fetchFromGitHub {
owner = "cleanlab";
repo = "cleanlab";
tag = "v${finalAttrs.version}";
hash = "sha256-0H4JTAc2tCtIFklGciXQ+TCWOiJ6kRkqcycJNeIpero=";
};
postPatch = ''
substituteInPlace pyproject.toml \
--replace-fail "setuptools>=65.0,<70.0" "setuptools"
'';
build-system = [
setuptools
];
dependencies = [
numpy
scikit-learn
termcolor
tqdm
pandas
];
nativeCheckInputs = [
cleanvision
datasets
fasttext
hypothesis
keras
matplotlib
pytestCheckHook
pytest-lazy-fixture
skorch
tensorflow
torch
torchvision
wget
];
disabledTests = [
# Incorrect snapshots (AssertionError)
"test_color_sentence"
# Requires the datasets we prevent from downloading
"test_create_imagelab"
# AssertionError: assert np.int64(36) == 35
"test_num_label_issues"
# Non-trivial numpy2 incompatibilities
# assert np.float64(0.492) == 0.491
"test_duplicate_points_have_similar_scores"
# AssertionError: assert 'Annotators [1] did not label any examples.'
"test_label_quality_scores_multiannotator"
]
++ lib.optionals (pythonAtLeast "3.12") [
# AttributeError: 'called_once_with' is not a valid assertion.
# Use a spec for the mock if 'called_once_with' is meant to be an attribute..
# Did you mean: 'assert_called_once_with'?
"test_custom_issue_manager_not_registered"
];
disabledTestPaths = [
# Requires internet
"tests/test_dataset.py"
# Requires the datasets we just prevented from downloading
"tests/datalab/test_cleanvision_integration.py"
# Fails because of issues with the keras derivation
"tests/test_frameworks.py"
];
meta = {
description = "Standard data-centric AI package for data quality and machine learning with messy, real-world data and labels";
homepage = "https://github.com/cleanlab/cleanlab";
changelog = "https://github.com/cleanlab/cleanlab/releases/tag/${finalAttrs.src.tag}";
license = lib.licenses.agpl3Only;
maintainers = with lib.maintainers; [ happysalada ];
};
})
|
