nixpkgs/pkgs/development/python-modules/optuna/default.nix

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{ lib
, buildPythonPackage
, fetchFromGitHub
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, pytest
, mock
, bokeh
, plotly
, chainer
, xgboost
, mpi4py
, lightgbm
, Keras
, mxnet
, scikit-optimize
, tensorflow
, cma
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, sqlalchemy
, numpy
, scipy
, six
, cliff
, colorlog
, pandas
, alembic
, tqdm
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, typing
, pythonOlder
, isPy27
}:
buildPythonPackage rec {
pname = "optuna";
version = "2.6.0";
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disabled = isPy27;
src = fetchFromGitHub {
owner = "optuna";
repo = pname;
rev = "v${version}";
sha256 = "11mskhb7i55i04cy0vkxi7kpaifbz8zc2m8x9s5y6yyyjinvly36";
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};
checkInputs = [
pytest
mock
bokeh
plotly
chainer
xgboost
mpi4py
lightgbm
Keras
mxnet
scikit-optimize
tensorflow
cma
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];
propagatedBuildInputs = [
sqlalchemy
numpy
scipy
six
cliff
colorlog
pandas
alembic
tqdm
] ++ lib.optionals (pythonOlder "3.5") [
typing
];
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configurePhase = if !(pythonOlder "3.5") then ''
substituteInPlace setup.py \
--replace "'typing'," ""
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'' else "";
checkPhase = ''
pytest --ignore tests/test_cli.py \
--ignore tests/integration_tests/test_chainermn.py \
--ignore tests/integration_tests/test_pytorch_lightning.py \
--ignore tests/integration_tests/test_pytorch_ignite.py \
--ignore tests/integration_tests/test_fastai.py
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'';
meta = with lib; {
broken = true; # Dashboard broken, other build failures.
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description = "A hyperparameter optimization framework";
homepage = "https://optuna.org/";
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license = licenses.mit;
maintainers = [ maintainers.costrouc ];
};
}