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{
lib,
buildPythonPackage,
fetchFromGitHub,
# build-system
setuptools,
# dependencies
albucore,
numpy,
opencv-python,
pydantic,
pyyaml,
scipy,
# optional dependencies
huggingface-hub,
pillow,
torch,
# tests
deepdiff,
pytestCheckHook,
pytest-mock,
scikit-image,
scikit-learn,
torchvision,
}:
buildPythonPackage rec {
pname = "albumentations";
version = "2.0.8";
pyproject = true;
src = fetchFromGitHub {
owner = "albumentations-team";
repo = "albumentations";
tag = version;
hash = "sha256-8vUipdkIelRtKwMw63oUBDN/GUI0gegMGQaqDyXAOTQ=";
};
patches = [
./dont-check-for-updates.patch
];
pythonRelaxDeps = [ "opencv-python" ];
build-system = [ setuptools ];
dependencies = [
albucore
numpy
opencv-python
pydantic
pyyaml
scipy
];
optional-dependencies = {
hub = [ huggingface-hub ];
pytorch = [ torch ];
text = [ pillow ];
};
nativeCheckInputs = [
deepdiff
pytestCheckHook
pytest-mock
scikit-image
scikit-learn
torch
torchvision
];
disabledTests = [
"test_pca_inverse_transform"
# these tests hang
"test_keypoint_remap_methods"
"test_multiprocessing_support"
];
pythonImportsCheck = [ "albumentations" ];
meta = {
description = "Fast image augmentation library and easy to use wrapper around other libraries";
homepage = "https://github.com/albumentations-team/albumentations";
changelog = "https://github.com/albumentations-team/albumentations/releases/tag/${src.tag}";
license = lib.licenses.mit;
maintainers = with lib.maintainers; [ natsukium ];
};
}
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