depot/third_party/nixpkgs/pkgs/development/python-modules/mmengine/default.nix

137 lines
3.1 KiB
Nix

{
lib,
stdenv,
buildPythonPackage,
fetchFromGitHub,
fetchpatch2,
# build-system
setuptools,
# dependencies
addict,
matplotlib,
numpy,
opencv4,
pyyaml,
rich,
termcolor,
yapf,
# checks
bitsandbytes,
coverage,
dvclive,
lion-pytorch,
lmdb,
mlflow,
parameterized,
pytestCheckHook,
transformers,
}:
buildPythonPackage rec {
pname = "mmengine";
version = "0.10.5";
pyproject = true;
src = fetchFromGitHub {
owner = "open-mmlab";
repo = "mmengine";
rev = "refs/tags/v${version}";
hash = "sha256-bZ6O4UOYUCwq11YmgRWepOIngYxYD/fNfM/VmcyUv9k=";
};
patches = [
(fetchpatch2 {
name = "mmengine-torch-2.5-compat.patch";
url = "https://github.com/open-mmlab/mmengine/commit/4c22f78cdea2981a2b48a167e9feffe4721f8901.patch";
hash = "sha256-k+IFLeqTEVUGGiqmZg56LK64H/UTvpGN20GJT59wf4A=";
})
(fetchpatch2 {
# Bug reported upstream in https://github.com/open-mmlab/mmengine/issues/1575
# PR: https://github.com/open-mmlab/mmengine/pull/1589
name = "adapt-to-pytest-breaking-change";
url = "https://patch-diff.githubusercontent.com/raw/open-mmlab/mmengine/pull/1589.patch";
hash = "sha256-lyKf1GCLOPMpDttJ4s9hbATIGCVkiQhtyLfH9WzMWrw=";
})
];
build-system = [ setuptools ];
dependencies = [
addict
matplotlib
numpy
opencv4
pyyaml
rich
termcolor
yapf
];
nativeCheckInputs = [
bitsandbytes
coverage
dvclive
lion-pytorch
lmdb
mlflow
parameterized
pytestCheckHook
transformers
];
preCheck =
''
export HOME=$(mktemp -d)
''
# Otherwise, the backprop hangs forever. More precisely, this exact line:
# https://github.com/open-mmlab/mmengine/blob/02f80e8bdd38f6713e04a872304861b02157905a/tests/test_runner/test_activation_checkpointing.py#L46
# Solution suggested in https://github.com/pytorch/pytorch/issues/91547#issuecomment-1370011188
+ ''
export MKL_NUM_THREADS=1
'';
pythonImportsCheck = [ "mmengine" ];
disabledTestPaths = [
# AttributeError
"tests/test_fileio/test_backends/test_petrel_backend.py"
# Freezes forever?
"tests/test_runner/test_activation_checkpointing.py"
# missing dependencies
"tests/test_visualizer/test_vis_backend.py"
];
disabledTests = [
# Tests are disabled due to sandbox
"test_fileclient"
"test_http_backend"
"test_misc"
# RuntimeError
"test_dump"
"test_deepcopy"
"test_copy"
"test_lazy_import"
# AssertionError
"test_lazy_module"
# Require unpackaged aim
"test_experiment"
"test_add_config"
"test_add_image"
"test_add_scalar"
"test_add_scalars"
"test_close"
];
meta = {
description = "Library for training deep learning models based on PyTorch";
homepage = "https://github.com/open-mmlab/mmengine";
changelog = "https://github.com/open-mmlab/mmengine/releases/tag/v${version}";
license = with lib.licenses; [ asl20 ];
maintainers = with lib.maintainers; [ rxiao ];
broken =
stdenv.hostPlatform.isDarwin || (stdenv.hostPlatform.isLinux && stdenv.hostPlatform.isAarch64);
};
}