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{
lib,
buildPythonPackage,
fetchFromGitHub,
# build-system
poetry-core,
# dependencies
fastapi,
httpx,
jmespath,
pydantic,
starlette,
supervisor,
# tests
pytest-asyncio,
pytestCheckHook,
writableTmpDirAsHomeHook,
}:
buildPythonPackage (finalAttrs: {
pname = "model-hosting-container-standards";
version = "0.1.13";
pyproject = true;
src = fetchFromGitHub {
owner = "aws";
repo = "model-hosting-container-standards";
tag = "v${finalAttrs.version}";
hash = "sha256-t7+yZ4jKsU9tlcr22jiqL3fVI0z704xHCQbSDsbWMfk=";
};
sourceRoot = "${finalAttrs.src.name}/python";
build-system = [
poetry-core
];
pythonRemoveDeps = [
# Declared as a runtime dependency, but not used in practice
"setuptools"
];
dependencies = [
fastapi
httpx
jmespath
pydantic
starlette
supervisor
];
pythonImportsCheck = [ "model_hosting_container_standards" ];
nativeCheckInputs = [
pytest-asyncio
pytestCheckHook
writableTmpDirAsHomeHook
];
disabledTests = [
# AssertionError: Server should have created restart log
"test_continuous_restart_behavior"
"test_startup_retry_limit"
];
meta = {
description = "Standardized Python framework for seamless integration between ML frameworks (TensorRT-LLM, vLLM) and Amazon SageMaker hosting";
homepage = "https://github.com/aws/model-hosting-container-standards/tree/main/python";
changelog = "https://github.com/aws/model-hosting-container-standards/blob/${finalAttrs.src.tag}/CHANGELOG.md";
license = lib.licenses.asl20;
maintainers = with lib.maintainers; [ GaetanLepage ];
};
})
|
