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{
lib,
buildPythonPackage,
fetchFromGitHub,
# build-system
setuptools-scm,
# dependencies
dvc,
dvc-render,
dvc-studio-client,
funcy,
gto,
psutil,
pynvml,
ruamel-yaml,
scmrepo,
# optional-dependencies
# all
jsonargparse,
lightgbm,
lightning,
matplotlib,
mmcv,
numpy,
optuna,
pandas,
pillow,
scikit-learn,
tensorflow,
torch,
transformers,
xgboost,
# huggingface
datasets,
# fastai
fastai,
}:
buildPythonPackage rec {
pname = "dvclive";
version = "3.49.0";
pyproject = true;
src = fetchFromGitHub {
owner = "iterative";
repo = "dvclive";
tag = version;
hash = "sha256-jjYglvXPtwPJEp2Qo309QeRLYooUmsDhO1Dc1S3OjQg=";
};
build-system = [ setuptools-scm ];
dependencies = [
dvc
dvc-render
dvc-studio-client
funcy
gto
psutil
pynvml
ruamel-yaml
scmrepo
];
optional-dependencies = {
all = [
jsonargparse
lightgbm
lightning
matplotlib
mmcv
numpy
optuna
pandas
pillow
scikit-learn
tensorflow
torch
transformers
xgboost
]
++ jsonargparse.optional-dependencies.signatures;
image = [
numpy
pillow
];
sklearn = [ scikit-learn ];
plots = [
pandas
scikit-learn
numpy
];
markdown = [ matplotlib ];
mmcv = [ mmcv ];
tf = [ tensorflow ];
xgb = [ xgboost ];
lgbm = [ lightgbm ];
huggingface = [
datasets
transformers
];
# catalyst = [
# catalyst
# ];
fastai = [ fastai ];
lightning = [
lightning
torch
jsonargparse
]
++ jsonargparse.optional-dependencies.signatures;
optuna = [ optuna ];
};
# Circular dependency with dvc
doCheck = false;
pythonImportsCheck = [ "dvclive" ];
meta = {
description = "Library for logging machine learning metrics and other metadata in simple file formats";
homepage = "https://github.com/iterative/dvclive";
changelog = "https://github.com/iterative/dvclive/releases/tag/${src.tag}";
license = lib.licenses.asl20;
maintainers = with lib.maintainers; [ fab ];
};
}
|
