89 lines
1.7 KiB
Nix
89 lines
1.7 KiB
Nix
{ lib
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, buildPythonPackage
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, pythonOlder
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, fetchFromGitHub
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, pythonRelaxDepsHook
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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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, docker
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, scipy
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}:
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buildPythonPackage rec {
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pname = "sagemaker";
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version = "2.206.0";
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format = "setuptools";
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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-aKLv8bXH1lq6yBeFsR2odtTo4sbaHlSyeSUnKdIzW9Q=";
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};
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nativeBuildInputs = [
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pythonRelaxDepsHook
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];
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pythonRelaxDeps = [
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"attrs"
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"boto3"
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];
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propagatedBuildInputs = [
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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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];
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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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# 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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