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{ lib
, buildPythonPackage
, pythonOlder
, fetchFromGitHub
, pytestCheckHook
, arviz
, blackjax
, formulae
, graphviz
, numpy
, numpyro
, pandas
, pymc
, scipy
, setuptools
}:
buildPythonPackage rec {
pname = "bambi";
version = "0.12.0";
pyproject = true;
disabled = pythonOlder "3.9";
src = fetchFromGitHub {
owner = "bambinos";
repo = "bambi";
rev = "refs/tags/${version}";
hash = "sha256-36D8u813v2vWQdNqBWfM8YVnAJuLGvn5vqdHs94odmU=";
};
nativeBuildInputs = [
setuptools
];
propagatedBuildInputs = [
arviz
formulae
numpy
pandas
pymc
scipy
];
preCheck = ''
export HOME=$(mktemp -d)
'';
nativeCheckInputs = [
blackjax
graphviz
numpyro
pytestCheckHook
];
disabledTests = [
# Tests require network access
"test_alias_equal_to_name"
"test_custom_prior"
"test_data_is_copied"
"test_distributional_model"
"test_extra_namespace"
"test_gamma_with_splines"
"test_non_distributional_model"
"test_normal_with_splines"
"test_predict_offset"
"test_predict_new_groups"
"test_predict_new_groups_fail"
"test_set_alias_warnings"
];
pythonImportsCheck = [
"bambi"
];
meta = with lib; {
homepage = "https://bambinos.github.io/bambi";
description = "High-level Bayesian model-building interface";
changelog = "https://github.com/bambinos/bambi/releases/tag/${version}";
license = licenses.mit;
maintainers = with maintainers; [ bcdarwin ];
};
}
|
