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
127
128
129
130
131
132
133
134
|
{
lib,
buildPythonPackage,
pythonOlder,
fetchFromGitHub,
# build-system
deprecation,
poetry-core,
# dependencies
async-timeout,
cloudevents,
fastapi,
grpcio,
httpx,
kubernetes,
numpy,
orjson,
pandas,
prometheus-client,
protobuf,
psutil,
pydantic,
python-dateutil,
pyyaml,
ray,
six,
tabulate,
timing-asgi,
uvicorn,
# checks
avro,
azure-storage-blob,
azure-storage-file-share,
boto3,
botocore,
google-cloud-storage,
grpcio-testing,
pytest-asyncio,
pytestCheckHook,
tomlkit,
}:
buildPythonPackage rec {
pname = "kserve";
version = "0.13.1";
pyproject = true;
disabled = pythonOlder "3.8";
src = fetchFromGitHub {
owner = "kserve";
repo = "kserve";
rev = "refs/tags/v${version}";
hash = "sha256-wGS001PK+k21oCOaQCiAtytTDjfe0aiTVJ9spyOucYA=";
};
sourceRoot = "${src.name}/python/kserve";
build-system = [
deprecation
poetry-core
];
dependencies = [
async-timeout
cloudevents
fastapi
grpcio
httpx
kubernetes
numpy
orjson
pandas
prometheus-client
protobuf
psutil
pydantic
python-dateutil
pyyaml
ray
six
tabulate
timing-asgi
uvicorn
] ++ ray.optional-dependencies.serve-deps;
pythonRelaxDeps = [
"fastapi"
"httpx"
"prometheus-client"
"protobuf"
"ray"
"uvicorn"
"psutil"
];
pythonImportsCheck = [ "kserve" ];
nativeCheckInputs = [
avro
azure-storage-blob
azure-storage-file-share
boto3
botocore
google-cloud-storage
grpcio-testing
pytest-asyncio
pytestCheckHook
tomlkit
];
disabledTestPaths = [
# Looks for a config file at the root of the repository
"test/test_inference_service_client.py"
];
disabledTests = [
# Require network access
"test_health_handler"
"test_infer"
"test_infer_v2"
];
meta = {
description = "Standardized Serverless ML Inference Platform on Kubernetes";
homepage = "https://github.com/kserve/kserve/tree/master/python/kserve";
changelog = "https://github.com/kserve/kserve/releases/tag/v${version}";
license = lib.licenses.asl20;
maintainers = with lib.maintainers; [ GaetanLepage ];
};
}
|
