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{ lib
, buildPythonPackage
, pythonOlder
, fetchPypi
, poetry-core
, colorlog
, dataclasses-json
, langid
, nltk
, numpy
, pandas
, psutil
, python-dateutil
, scipy
, toml
, nltk-data
, symlinkJoin
}:
let
testNltkData = symlinkJoin {
name = "nltk-test-data";
paths = [ nltk-data.punkt nltk-data.stopwords ];
};
in
buildPythonPackage rec {
pname = "type-infer";
version = "0.0.18";
format = "pyproject";
disabled = pythonOlder "3.8";
# using PyPI because the repo does not have tags or release branches
src = fetchPypi {
pname = "type_infer";
inherit version;
hash = "sha256-nA5TlyHpCueFWqUggS7T/eKSLlffp0pIyGCouwXPZ28=";
};
nativeBuildInputs = [
poetry-core
];
propagatedBuildInputs = [
colorlog
dataclasses-json
langid
nltk
numpy
pandas
psutil
python-dateutil
scipy
toml
];
# PyPI package does not include tests
doCheck = false;
# Package import requires NLTK data to be downloaded
# It is the only way to set NLTK_DATA environment variable,
# so that it is available in pythonImportsCheck
env.NLTK_DATA = testNltkData;
pythonImportsCheck = [ "type_infer" ];
meta = with lib; {
description = "Automated type inference for Machine Learning pipelines";
homepage = "https://pypi.org/project/type-infer/";
license = licenses.gpl3Only;
maintainers = with maintainers; [ mbalatsko ];
};
}
|