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{
lib,
stdenv,
buildPythonPackage,
pythonOlder,
fetchFromGitHub,
# build-system
poetry-core,
# dependencies
deepdiff,
gymnasium,
h5py,
matplotlib,
numba,
numpy,
overrides,
packaging,
pandas,
pettingzoo,
sensai-utils,
tensorboard,
torch,
tqdm,
# optional-dependencies
docstring-parser,
jsonargparse,
ale-py,
opencv,
shimmy,
pybox2d,
pygame,
swig,
mujoco,
imageio,
cython,
pybullet,
joblib,
scipy,
# tests
pymunk,
pytestCheckHook,
}:
buildPythonPackage rec {
pname = "tianshou";
version = "1.2.0";
pyproject = true;
disabled = pythonOlder "3.11";
src = fetchFromGitHub {
owner = "thu-ml";
repo = "tianshou";
tag = "v${version}";
hash = "sha256-lJAxjE+GMwssov1r4jOCOTf5Aonu+q6FSz5oWvZpuQQ=";
};
pythonRelaxDeps = [
"deepdiff"
"gymnasium"
"numpy"
];
pythonRemoveDeps = [ "virtualenv" ];
postPatch = ''
# silence matplotlib warning
export MPLCONFIGDIR=$(mktemp -d)
'';
build-system = [ poetry-core ];
dependencies = [
deepdiff
gymnasium
h5py
matplotlib
numba
numpy
overrides
packaging
pandas
pettingzoo
sensai-utils
tensorboard
torch
tqdm
];
optional-dependencies = {
all = lib.concatAttrValues (lib.removeAttrs optional-dependencies [ "all" ]);
argparse = [
docstring-parser
jsonargparse
];
atari = [
ale-py
# autorom
opencv
shimmy
];
box2d = [
# instead of box2d-py
pybox2d
pygame
swig
];
classic_control = [
pygame
];
mujoco = [
mujoco
imageio
cython
];
pybullet = [
pybullet
];
# envpool = [
# envpool
# ];
# robotics = [
# gymnasium-robotics
# ];
# vizdoom = [
# vizdoom
# ];
eval = [
docstring-parser
joblib
jsonargparse
# rliable
scipy
];
};
pythonImportsCheck = [ "tianshou" ];
nativeCheckInputs = [
pygame
pymunk
pytestCheckHook
];
disabledTestPaths = [
# remove tests that require lot of compute (ai model training tests)
"test/continuous"
"test/discrete"
"test/highlevel"
"test/modelbased"
"test/offline"
];
disabledTests = [
# AttributeError: 'TimeLimit' object has no attribute 'test_attribute'
"test_attr_unwrapped"
# Failed: DID NOT RAISE <class 'TypeError'>
"test_batch"
# Failed: Raised AssertionError
"test_vecenv"
]
++ lib.optionals stdenv.hostPlatform.isDarwin [
# Fatal Python error: Aborted
# pettingzoo/classic/tictactoe/tictactoe.py", line 254 in reset
"test_tic_tac_toe"
];
meta = {
description = "Elegant PyTorch deep reinforcement learning library";
homepage = "https://github.com/thu-ml/tianshou";
changelog = "https://github.com/thu-ml/tianshou/releases/tag/${src.tag}";
license = lib.licenses.mit;
maintainers = with lib.maintainers; [ derdennisop ];
};
}
|
