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{
lib,
buildPythonPackage,
pythonOlder,
fetchPypi,
poetry-core,
colorlog,
dataclasses-json,
langid,
nltk,
numpy,
pandas,
psutil,
py3langid,
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 = "0.0.20";
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-F+gfA7ofrbMEE5SrVt9H3s2mZKQLyr6roNUmL4EMJbI=";
};
nativeBuildInputs = [ poetry-core ];
propagatedBuildInputs = [
colorlog
dataclasses-json
langid
nltk
numpy
pandas
psutil
py3langid
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 ];
};
}
|
