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
|
{ lib
, buildPythonPackage
, pythonOlder
, fetchFromGitHub
, fetchpatch
, pythonRelaxDepsHook
, setuptools
, attrs
, boto3
, cloudpickle
, google-pasta
, numpy
, protobuf
, smdebug-rulesconfig
, importlib-metadata
, packaging
, pandas
, pathos
, schema
, pyyaml
, jsonschema
, platformdirs
, tblib
, urllib3
, requests
, docker
, tqdm
, psutil
, scipy
, accelerate
}:
buildPythonPackage rec {
pname = "sagemaker";
version = "2.217.0";
pyproject = true;
disabled = pythonOlder "3.8";
src = fetchFromGitHub {
owner = "aws";
repo = "sagemaker-python-sdk";
rev = "refs/tags/v${version}";
hash = "sha256-p73M0hBVpakdXGM56ECr4D3mQCBmB7Ud/p+Rj1+/Bic=";
};
patches = [
# Distutils removal, fix build with python 3.12
# https://github.com/aws/sagemaker-python-sdk/pull/4544
(fetchpatch {
url = "https://github.com/aws/sagemaker-python-sdk/commit/84447ba59e544c810aeb842fd058e20d89e3fc74.patch";
hash = "sha256-B8Q18ViB7xYy1F5LoL1NvXj2lnFPgt+C9wssSODyAXM=";
})
(fetchpatch {
url = "https://github.com/aws/sagemaker-python-sdk/commit/e9e08a30cb42d4b2d7299c1c4b42d680a8c78110.patch";
hash = "sha256-uGPtXSXfeaIvt9kkZZKQDuiZfoRgw3teffuxai1kKlY=";
})
];
build-system = [
setuptools
pythonRelaxDepsHook
];
pythonRelaxDeps = [
"cloudpickle"
"importlib-metadata"
];
dependencies = [
attrs
boto3
cloudpickle
google-pasta
numpy
protobuf
smdebug-rulesconfig
importlib-metadata
packaging
pandas
pathos
schema
pyyaml
jsonschema
platformdirs
tblib
urllib3
requests
docker
tqdm
psutil
];
doCheck = false; # many test dependencies are not available in nixpkgs
pythonImportsCheck = [
"sagemaker"
"sagemaker.lineage.visualizer"
];
passthru.optional-dependencies = {
local = [ urllib3 docker pyyaml ];
scipy = [ scipy ];
huggingface = [ accelerate ];
# feature-processor = [ pyspark sagemaker-feature-store-pyspark ]; # not available in nixpkgs
};
meta = with lib; {
description = "Library for training and deploying machine learning models on Amazon SageMaker";
homepage = "https://github.com/aws/sagemaker-python-sdk/";
changelog = "https://github.com/aws/sagemaker-python-sdk/blob/v${version}/CHANGELOG.md";
license = licenses.asl20;
maintainers = with maintainers; [ nequissimus ];
};
}
|
