124 lines
2.4 KiB
Nix
124 lines
2.4 KiB
Nix
{
|
|
lib,
|
|
buildPythonPackage,
|
|
fetchFromGitHub,
|
|
fetchpatch,
|
|
|
|
# build-system
|
|
hatchling,
|
|
|
|
# dependencies
|
|
attrs,
|
|
boto3,
|
|
cloudpickle,
|
|
docker,
|
|
google-pasta,
|
|
importlib-metadata,
|
|
jsonschema,
|
|
numpy,
|
|
packaging,
|
|
pandas,
|
|
pathos,
|
|
platformdirs,
|
|
protobuf,
|
|
psutil,
|
|
pyyaml,
|
|
requests,
|
|
sagemaker-core,
|
|
schema,
|
|
smdebug-rulesconfig,
|
|
tblib,
|
|
tqdm,
|
|
urllib3,
|
|
|
|
# optional-dependencies
|
|
scipy,
|
|
accelerate,
|
|
}:
|
|
|
|
buildPythonPackage rec {
|
|
pname = "sagemaker";
|
|
version = "2.232.1";
|
|
pyproject = true;
|
|
|
|
src = fetchFromGitHub {
|
|
owner = "aws";
|
|
repo = "sagemaker-python-sdk";
|
|
rev = "refs/tags/v${version}";
|
|
hash = "sha256-I+iZKx1CnZIGYgYuYhhs8BnY84KPyKOGw8M0He26DGU=";
|
|
};
|
|
|
|
patches = [
|
|
# Distutils removal, fix build with python 3.12
|
|
# https://github.com/aws/sagemaker-python-sdk/pull/4544
|
|
(fetchpatch {
|
|
url = "https://github.com/aws/sagemaker-python-sdk/commit/84447ba59e544c810aeb842fd058e20d89e3fc74.patch";
|
|
hash = "sha256-B8Q18ViB7xYy1F5LoL1NvXj2lnFPgt+C9wssSODyAXM=";
|
|
})
|
|
(fetchpatch {
|
|
url = "https://github.com/aws/sagemaker-python-sdk/commit/e9e08a30cb42d4b2d7299c1c4b42d680a8c78110.patch";
|
|
hash = "sha256-uGPtXSXfeaIvt9kkZZKQDuiZfoRgw3teffuxai1kKlY=";
|
|
})
|
|
];
|
|
|
|
build-system = [
|
|
hatchling
|
|
];
|
|
|
|
pythonRelaxDeps = [
|
|
"boto3"
|
|
"cloudpickle"
|
|
"importlib-metadata"
|
|
];
|
|
|
|
dependencies = [
|
|
attrs
|
|
boto3
|
|
cloudpickle
|
|
docker
|
|
google-pasta
|
|
importlib-metadata
|
|
jsonschema
|
|
numpy
|
|
packaging
|
|
pandas
|
|
pathos
|
|
platformdirs
|
|
protobuf
|
|
psutil
|
|
pyyaml
|
|
requests
|
|
sagemaker-core
|
|
schema
|
|
smdebug-rulesconfig
|
|
tblib
|
|
tqdm
|
|
urllib3
|
|
];
|
|
|
|
doCheck = false; # many test dependencies are not available in nixpkgs
|
|
|
|
pythonImportsCheck = [
|
|
"sagemaker"
|
|
"sagemaker.lineage.visualizer"
|
|
];
|
|
|
|
optional-dependencies = {
|
|
local = [
|
|
urllib3
|
|
docker
|
|
pyyaml
|
|
];
|
|
scipy = [ scipy ];
|
|
huggingface = [ accelerate ];
|
|
# feature-processor = [ pyspark sagemaker-feature-store-pyspark ]; # not available in nixpkgs
|
|
};
|
|
|
|
meta = {
|
|
description = "Library for training and deploying machine learning models on Amazon SageMaker";
|
|
homepage = "https://github.com/aws/sagemaker-python-sdk/";
|
|
changelog = "https://github.com/aws/sagemaker-python-sdk/blob/v${version}/CHANGELOG.md";
|
|
license = lib.licenses.asl20;
|
|
maintainers = with lib.maintainers; [ nequissimus ];
|
|
};
|
|
}
|