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{
lib,
buildPythonPackage,
fetchFromGitHub,
fetchpatch,
poetry-core,
colorlog,
dataclasses-json,
nltk,
numpy,
pandas,
psutil,
py3langid,
pytestCheckHook,
python-dateutil,
standard-imghdr,
standard-sndhdr,
scipy,
toml,
}:
let
testNltkData = nltk.dataDir (d: [
d.punkt
d.punkt-tab
d.stopwords
]);
version = "0.0.25";
tag = "v${version}";
in
buildPythonPackage {
pname = "type-infer";
inherit version;
pyproject = true;
src = fetchFromGitHub {
owner = "mindsdb";
repo = "type_infer";
inherit tag;
hash = "sha256-WL/2WSy3e2Mg/jNS8afUEnCt10wpXho4uOPAkVdzHWA=";
};
patches = [
# https://github.com/mindsdb/type_infer/pull/83
(fetchpatch {
url = "https://github.com/mindsdb/type_infer/commit/d09f88d5ddbe55125b1fff4506b03165d019d88b.patch";
hash = "sha256-wNBzb+RxoZC8zn5gdOrtJeXJIIH3DTt1gTZfgN/WnQQ=";
})
];
pythonRelaxDeps = [
"psutil"
"py3langid"
"numpy"
];
build-system = [ poetry-core ];
dependencies = [
colorlog
dataclasses-json
nltk
numpy
pandas
psutil
py3langid
python-dateutil
scipy
standard-imghdr
standard-sndhdr
toml
];
nativeCheckInputs = [
pytestCheckHook
];
disabledTests = [
# test hangs
"test_1_stack_overflow_survey"
];
# Package import requires NLTK data to be downloaded
# It is the only way to set NLTK_DATA environment variable,
# so that it is available in pythonImportsCheck
env.NLTK_DATA = testNltkData;
pythonImportsCheck = [ "type_infer" ];
meta = {
changelog = "https://github.com/mindsdb/type_infer/releases/tag/${tag}";
description = "Automated type inference for Machine Learning pipelines";
homepage = "https://github.com/mindsdb/type_infer";
license = lib.licenses.gpl3Only;
maintainers = [ ];
};
}
|