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{
lib,
buildPythonPackage,
fetchFromGitHub,
pythonOlder,
numpy,
scikit-learn,
termcolor,
tqdm,
pandas,
setuptools,
# test dependencies
datasets,
fasttext,
hypothesis,
keras,
matplotlib,
pytestCheckHook,
pytest-lazy-fixture,
skorch,
tensorflow,
torch,
torchvision,
wget,
}:
buildPythonPackage rec {
pname = "cleanlab";
version = "2.6.5";
pyproject = true;
disabled = pythonOlder "3.8";
src = fetchFromGitHub {
owner = "cleanlab";
repo = "cleanlab";
rev = "refs/tags/v${version}";
hash = "sha256-wehvGh27Ey1YK+eWTjT6jRwa7yqPpx3P0HUNePoljpw=";
};
build-system = [ setuptools ];
dependencies = [
numpy
scikit-learn
termcolor
tqdm
pandas
];
# This is ONLY turned off when we have testing enabled.
# The reason we do this is because of duplicate packages in the enclosure
# when using the packages in nativeCheckInputs.
# Affected packages: grpcio protobuf tensorboard tensorboard-plugin-profile
catchConflicts = (!doCheck);
doCheck = true;
nativeCheckInputs = [
datasets
fasttext
hypothesis
keras
matplotlib
pytestCheckHook
pytest-lazy-fixture
skorch
tensorflow
torch
torchvision
wget
];
disabledTests = [
# Requires the datasets we prevent from downloading
"test_create_imagelab"
];
disabledTestPaths = [
# Requires internet
"tests/test_dataset.py"
# Requires the datasets we just prevented from downloading
"tests/datalab/test_cleanvision_integration.py"
# Fails because of issues with the keras derivation
"tests/test_frameworks.py"
];
meta = {
description = "The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.";
homepage = "https://github.com/cleanlab/cleanlab";
changelog = "https://github.com/cleanlab/cleanlab/releases/tag/v${version}";
license = lib.licenses.agpl3Only;
maintainers = with lib.maintainers; [ happysalada ];
};
}
|
