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|
{
lib,
buildPythonPackage,
pythonOlder,
fetchFromGitHub,
deprecation,
poetry-core,
async-timeout,
cloudevents,
fastapi,
grpcio,
httpx,
kubernetes,
numpy,
orjson,
pandas,
prometheus-client,
protobuf,
psutil,
python-dateutil,
ray,
six,
tabulate,
timing-asgi,
uvicorn,
avro,
azure-storage-blob,
azure-storage-file-share,
boto3,
botocore,
google-cloud-storage,
grpcio-testing,
pytestCheckHook,
tomlkit,
}:
buildPythonPackage rec {
pname = "kserve";
version = "0.13.0";
pyproject = true;
disabled = pythonOlder "3.8";
src = fetchFromGitHub {
owner = "kserve";
repo = "kserve";
rev = "refs/tags/v${version}";
hash = "sha256-Fu+1AR7FU4EQ+PhMneHFr3at3N9cN7V24wm/VOfY8GA=";
};
sourceRoot = "${src.name}/python/kserve";
build-system = [
deprecation
poetry-core
];
dependencies = [
async-timeout
cloudevents
fastapi
grpcio
httpx
kubernetes
numpy
orjson
pandas
prometheus-client
protobuf
psutil
python-dateutil
ray
six
tabulate
timing-asgi
uvicorn
] ++ ray.passthru.optional-dependencies.serve-deps;
pythonRelaxDeps = [
"fastapi"
"httpx"
"prometheus-client"
"protobuf"
"ray"
"uvicorn"
];
pythonImportsCheck = [ "kserve" ];
nativeCheckInputs = [
avro
azure-storage-blob
azure-storage-file-share
boto3
botocore
google-cloud-storage
grpcio-testing
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 ];
};
}
|
