115 lines
2.4 KiB
Nix
115 lines
2.4 KiB
Nix
{ lib
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, buildPythonPackage
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, pythonOlder
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, fetchFromGitHub
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, fetchpatch
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, pythonRelaxDepsHook
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, setuptools
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, attrs
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, boto3
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, cloudpickle
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, google-pasta
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, numpy
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, protobuf
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, smdebug-rulesconfig
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, importlib-metadata
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, packaging
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, pandas
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, pathos
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, schema
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, pyyaml
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, jsonschema
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, platformdirs
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, tblib
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, urllib3
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, requests
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, docker
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, tqdm
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, psutil
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, scipy
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, accelerate
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}:
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buildPythonPackage rec {
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pname = "sagemaker";
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version = "2.214.3";
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pyproject = true;
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disabled = pythonOlder "3.8";
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src = fetchFromGitHub {
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owner = "aws";
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repo = "sagemaker-python-sdk";
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rev = "refs/tags/v${version}";
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hash = "sha256-RE4uyIpFiZNDyS5R6+gMLlj0vcAIiHPattFPTSMGnCI=";
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};
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patches = [
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# Distutils removal, fix build with python 3.12
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# https://github.com/aws/sagemaker-python-sdk/pull/4544
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(fetchpatch {
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url = "https://github.com/aws/sagemaker-python-sdk/commit/84447ba59e544c810aeb842fd058e20d89e3fc74.patch";
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hash = "sha256-B8Q18ViB7xYy1F5LoL1NvXj2lnFPgt+C9wssSODyAXM=";
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})
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(fetchpatch {
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url = "https://github.com/aws/sagemaker-python-sdk/commit/e9e08a30cb42d4b2d7299c1c4b42d680a8c78110.patch";
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hash = "sha256-uGPtXSXfeaIvt9kkZZKQDuiZfoRgw3teffuxai1kKlY=";
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})
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];
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build-system = [
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setuptools
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pythonRelaxDepsHook
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];
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pythonRelaxDeps = [
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"cloudpickle"
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"importlib-metadata"
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];
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dependencies = [
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attrs
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boto3
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cloudpickle
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google-pasta
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numpy
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protobuf
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smdebug-rulesconfig
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importlib-metadata
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packaging
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pandas
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pathos
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schema
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pyyaml
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jsonschema
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platformdirs
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tblib
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urllib3
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requests
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docker
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tqdm
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psutil
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];
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doCheck = false; # many test dependencies are not available in nixpkgs
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pythonImportsCheck = [
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"sagemaker"
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"sagemaker.lineage.visualizer"
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];
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passthru.optional-dependencies = {
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local = [ urllib3 docker pyyaml ];
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scipy = [ scipy ];
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huggingface = [ accelerate ];
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# feature-processor = [ pyspark sagemaker-feature-store-pyspark ]; # not available in nixpkgs
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};
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meta = with lib; {
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description = "Library for training and deploying machine learning models on Amazon SageMaker";
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homepage = "https://github.com/aws/sagemaker-python-sdk/";
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changelog = "https://github.com/aws/sagemaker-python-sdk/blob/v${version}/CHANGELOG.md";
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license = licenses.asl20;
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maintainers = with maintainers; [ nequissimus ];
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};
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}
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