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{ lib
, buildPythonPackage
, fetchFromGitHub
, pythonOlder
, scikit-learn
, termcolor
, tqdm
, pandas
, setuptools
# test dependencies
, pytestCheckHook
, pytest-lazy-fixture
, tensorflow
, torch
, datasets
, torchvision
, keras
, fasttext
, hypothesis
, wget
, matplotlib
, skorch
}:
buildPythonPackage rec {
pname = "cleanlab";
version = "2.5.0";
pyproject = true;
disabled = pythonOlder "3.7";
src = fetchFromGitHub {
owner = "cleanlab";
repo = pname;
rev = "refs/tags/v${version}";
hash = "sha256-5XQQVrhjpvjwtFM79DqttObmw/GQLkMQVXb5jhiC8e0=";
};
nativeBuildInputs = [ setuptools ];
propagatedBuildInputs = [
scikit-learn
termcolor
tqdm
pandas
];
# This is ONLY turned off when we have testing enabled.
# The reason we do this is because of duplicate packages in the enclosure
# when using the packages in nativeCheckInputs.
# Affected packages: grpcio protobuf tensorboard tensorboard-plugin-profile
catchConflicts = (!doCheck);
doCheck = true;
nativeCheckInputs = [
pytestCheckHook
pytest-lazy-fixture
tensorflow
torch
datasets
torchvision
keras
fasttext
hypothesis
wget
matplotlib
skorch
];
disabledTests = [
# Requires the datasets we prevent from downloading
"test_create_imagelab"
];
disabledTestPaths = [
# Requires internet
"tests/test_dataset.py"
# Requires the datasets we just prevented from downloading
"tests/datalab/test_cleanvision_integration.py"
];
meta = with lib; {
description = "The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.";
homepage = "https://github.com/cleanlab/cleanlab";
changelog = "https://github.com/cleanlab/cleanlab/releases/tag/v${version}";
license = licenses.agpl3Only;
maintainers = with maintainers; [ happysalada ];
};
}
|