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{
lib,
buildPythonPackage,
fetchFromGitHub,
# build-system
hatchling,
# dependencies
attrs,
boto3,
cloudpickle,
docker,
fastapi,
google-pasta,
importlib-metadata,
jsonschema,
numpy,
omegaconf,
packaging,
pandas,
pathos,
platformdirs,
protobuf,
psutil,
pyyaml,
requests,
sagemaker-core,
schema,
smdebug-rulesconfig,
tblib,
tqdm,
urllib3,
uvicorn,
# optional-dependencies
scipy,
accelerate,
}:
buildPythonPackage rec {
pname = "sagemaker";
version = "2.243.0";
pyproject = true;
src = fetchFromGitHub {
owner = "aws";
repo = "sagemaker-python-sdk";
tag = "v${version}";
hash = "sha256-Os26VMK/kR23plt+wq8kV3K+17PfP5XuBy7MIz9PQ6s=";
};
build-system = [
hatchling
];
pythonRelaxDeps = [
"attrs"
"boto3"
"cloudpickle"
"importlib-metadata"
"numpy"
"omegaconf"
"protobuf"
];
dependencies = [
attrs
boto3
cloudpickle
docker
fastapi
google-pasta
importlib-metadata
jsonschema
numpy
omegaconf
packaging
pandas
pathos
platformdirs
protobuf
psutil
pyyaml
requests
sagemaker-core
schema
smdebug-rulesconfig
tblib
tqdm
urllib3
uvicorn
];
doCheck = false; # many test dependencies are not available in nixpkgs
pythonImportsCheck = [
"sagemaker"
"sagemaker.lineage.visualizer"
];
optional-dependencies = {
local = [
urllib3
docker
pyyaml
];
scipy = [ scipy ];
huggingface = [ accelerate ];
# feature-processor = [ pyspark sagemaker-feature-store-pyspark ]; # not available in nixpkgs
};
meta = {
description = "Library for training and deploying machine learning models on Amazon SageMaker";
homepage = "https://github.com/aws/sagemaker-python-sdk/";
changelog = "https://github.com/aws/sagemaker-python-sdk/blob/${src.tag}/CHANGELOG.md";
license = lib.licenses.asl20;
maintainers = with lib.maintainers; [ nequissimus ];
};
}
|
