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
118
119
120
121
122
123
124
125
126
|
{
stdenv,
lib,
buildPythonPackage,
fetchFromGitHub,
fetchpatch,
# build-system
setuptools,
# dependencies
numpy,
pandas,
pydantic,
tqdm,
toolz,
# optional dependencies (torch)
torch,
lightning,
scipy,
# test
pytestCheckHook,
distutils,
matplotlib,
pyarrow,
statsmodels,
writableTmpDirAsHomeHook,
which,
}:
buildPythonPackage rec {
pname = "gluonts";
version = "0.16.2";
pyproject = true;
src = fetchFromGitHub {
owner = "awslabs";
repo = "gluonts";
tag = "v${version}";
hash = "sha256-h0+RYgGMz0gPchiKGIu0/NGcWBky5AWNTJKzoupn/iQ=";
};
patches = [
# Fixes _pickle.UnpicklingError: Weights only load failed.
# https://github.com/awslabs/gluonts/pull/3269
(fetchpatch {
name = "fix-torch-load_from_checkpoint";
url = "https://github.com/awslabs/gluonts/pull/3269/commits/6420e75cfbeabcd94e2ff09dfed3b2eeb4881710.patch";
hash = "sha256-UeLjgKra+Y3uPoTBle+YCxD0a1ahu6d5anrMHn4HH2I=";
})
];
build-system = [
setuptools
];
dependencies = [
numpy
pandas
pydantic
tqdm
toolz
];
optional-dependencies = {
torch = [
torch
lightning
scipy
];
};
pythonRelaxDeps = [
"numpy"
"toolz"
];
pythonImportsCheck = [
"gluonts"
"gluonts.core"
"gluonts.dataset"
"gluonts.ev"
"gluonts.evaluation"
"gluonts.ext"
"gluonts.model"
"gluonts.shell"
"gluonts.time_feature"
"gluonts.torch"
"gluonts.transform"
];
nativeCheckInputs = [
pytestCheckHook
distutils
matplotlib
pyarrow
statsmodels
writableTmpDirAsHomeHook
which
]
++ optional-dependencies.torch;
disabledTestPaths = [
# requires `cpflows`, not in Nixpkgs
"test/torch/model"
];
disabledTests = [
# tries to access network
"test_against_former_evaluator"
]
++ lib.optionals stdenv.hostPlatform.isDarwin [
# RuntimeError: *** -[__NSPlaceholderArray initWithObjects:count:]: attempt to insert nil object from objects[1]
"test_forecast"
];
meta = {
description = "Probabilistic time series modeling in Python";
homepage = "https://ts.gluon.ai";
changelog = "https://github.com/awslabs/gluonts/releases/tag/${src.tag}";
license = lib.licenses.asl20;
maintainers = with lib.maintainers; [ bcdarwin ];
};
}
|
