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{ lib
, buildPythonPackage
, fetchFromGitHub
, pythonOlder
, tensorboard
, scipy
, tqdm
, scikit-learn
, munkres
, networkx
, torch
, pandas
# test dependencies
, pytestCheckHook
, spacy
, pyspark
, dill
, dask
, spacy_models
}:
let
pname = "snorkel";
version = "0.10.0";
in
buildPythonPackage {
inherit pname version;
format = "setuptools";
disabled = pythonOlder "3.8";
src = fetchFromGitHub {
owner = "snorkel-team";
repo = pname;
rev = "refs/tags/v${version}";
hash = "sha256-1DgkMHYToiI3266yCND1bXiui80x8AaBttxM83kJImw=";
};
propagatedBuildInputs = [
tensorboard
scipy
tqdm
scikit-learn
munkres
networkx
torch
pandas
];
# test fail because of some wrong path references
# things like No such file or directory: '/nix/store/8r9x7xv9nfwmd36ca28a39xaharcjdzj-python3.10-pyspark-3.4.0/lib/python3.10/site-packages/pyspark/./bin/spark-submit'
doCheck = false;
nativeCheckInputs = [
pytestCheckHook
spacy
pyspark
dill
dask
spacy_models.en_core_web_sm
] ++ dask.optional-dependencies.distributed;
meta = with lib; {
description = "A system for quickly generating training data with weak supervision";
homepage = "https://github.com/snorkel-team/snorkel";
changelog = "https://github.com/snorkel/snorkel/releases/tag/v${version}";
license = licenses.asl20;
maintainers = with maintainers; [ happysalada ];
};
}
|
