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

{ lib
, buildPythonPackage
, datasets
, dvc
, dvc-render
, dvc-studio-client
, fastai
, fetchFromGitHub
, funcy
, gto
, jsonargparse
, lightgbm
, lightning
, matplotlib
, mmcv
, numpy
, optuna
, pandas
, pillow
, psutil
, pynvml
, pythonOlder
, ruamel-yaml
, scikit-learn
, scmrepo
, setuptools-scm
, tensorflow
, torch
, transformers
, xgboost
}:

buildPythonPackage rec {
  pname = "dvclive";
  version = "3.45.0";
  pyproject = true;

  disabled = pythonOlder "3.9";

  src = fetchFromGitHub {
    owner = "iterative";
    repo = "dvclive";
    rev = "refs/tags/${version}";
    hash = "sha256-76PjBPr3m1y5osW024dkhuvuXl2FiZ5oxlJ1Ucq8msI=";
  };

  build-system = [
    setuptools-scm
  ];

  dependencies = [
    dvc
    dvc-render
    dvc-studio-client
    funcy
    gto
    ruamel-yaml
    scmrepo
    psutil
    pynvml
  ];

  passthru.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 = with lib; {
    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/${version}";
    license = licenses.asl20;
    maintainers = with maintainers; [ fab ];
  };
}