nixpkgs/pkgs/development/python-modules/dask-ml/default.nix

{ lib, stdenv
, buildPythonPackage
, fetchPypi
, pythonOlder
, dask
, numpy, toolz # dask[array]
, numba
, pandas
, scikitlearn
, scipy
, dask-glm
, six
, multipledispatch
, packaging
, pytest
, xgboost
, tensorflow
, joblib
, distributed
}:

buildPythonPackage rec {
  version = "1.7.0";
  pname = "dask-ml";
  disabled = pythonOlder "3.6"; # >= 3.6

  src = fetchPypi {
    inherit pname version;
    sha256 = "5f93e8560217ebbc5a2254eaf705e9cad8e1c82012567c658e26464a74fbab76";
  };

  propagatedBuildInputs = [
    dask
    dask-glm
    distributed
    multipledispatch
    numba
    numpy
    packaging
    pandas
    scikitlearn
    scipy
    six
    toolz
  ];

  # has non-standard build from source, and pypi doesn't include tests
  doCheck = false;

  # in lieu of proper tests
  pythonImportsCheck = [
    "dask_ml"
    "dask_ml.naive_bayes"
    "dask_ml.wrappers"
    "dask_ml.utils"
  ];

  meta = with lib; {
    homepage = "https://github.com/dask/dask-ml";
    description = "Scalable Machine Learn with Dask";
    license = licenses.bsd3;
    maintainers = [ maintainers.costrouc ];
  };
}
treewide: with stdenv.lib; in meta -> with lib; Part of: https://github.com/NixOS/nixpkgs/issues/108938 meta = with stdenv.lib; is a widely used pattern. We want to slowly remove the `stdenv.lib` indirection and encourage people to use `lib` directly. Thus let’s start with the meta field. This used a rewriting script to mostly automatically replace all occurances of this pattern, and add the `lib` argument to the package header if it doesn’t exist yet. The script in its current form is available at https://cs.tvl.fyi/depot@2f807d7f141068d2d60676a89213eaa5353ca6e0/-/blob/users/Profpatsch/nixpkgs-rewriter/default.nix 2021-01-11 07:54:33 +00:00			`{ lib, stdenv`
pythonPackages.dask-ml: init at 0.10.0 2018-09-13 20:12:21 +01:00			`, buildPythonPackage`
			`, fetchPypi`
python3Packages.dask-ml: 1.0.0 -> 1.1.1 Also fix dependency issues 2019-12-10 08:18:07 +00:00			`, pythonOlder`
pythonPackages.dask-ml: init at 0.10.0 2018-09-13 20:12:21 +01:00			`, dask`
			`, numpy, toolz # dask[array]`
			`, numba`
			`, pandas`
			`, scikitlearn`
			`, scipy`
			`, dask-glm`
			`, six`
			`, multipledispatch`
			`, packaging`
			`, pytest`
			`, xgboost`
			`, tensorflow`
			`, joblib`
			`, distributed`
			`}:`

			`buildPythonPackage rec {`
python3Packages.dask-ml: 1.6.0 -> 1.7.0 2020-11-29 14:04:26 +00:00			`version = "1.7.0";`
pythonPackages.dask-ml: init at 0.10.0 2018-09-13 20:12:21 +01:00			`pname = "dask-ml";`
python3Packages.dask-ml: 1.0.0 -> 1.1.1 Also fix dependency issues 2019-12-10 08:18:07 +00:00			`disabled = pythonOlder "3.6"; # >= 3.6`
pythonPackages.dask-ml: init at 0.10.0 2018-09-13 20:12:21 +01:00
			`src = fetchPypi {`
			`inherit pname version;`
python3Packages.dask-ml: 1.6.0 -> 1.7.0 2020-11-29 14:04:26 +00:00			`sha256 = "5f93e8560217ebbc5a2254eaf705e9cad8e1c82012567c658e26464a74fbab76";`
pythonPackages.dask-ml: init at 0.10.0 2018-09-13 20:12:21 +01:00			`};`

python3Packages.dask-ml: 1.0.0 -> 1.1.1 Also fix dependency issues 2019-12-10 08:18:07 +00:00			`propagatedBuildInputs = [`
			`dask`
			`dask-glm`
			`distributed`
			`multipledispatch`
			`numba`
			`numpy`
			`packaging`
			`pandas`
			`scikitlearn`
			`scipy`
			`six`
			`toolz`
			`];`
pythonPackages.dask-ml: init at 0.10.0 2018-09-13 20:12:21 +01:00
python3Packages.dask-ml: 1.0.0 -> 1.1.1 Also fix dependency issues 2019-12-10 08:18:07 +00:00			`# has non-standard build from source, and pypi doesn't include tests`
pythonPackages.dask-ml: init at 0.10.0 2018-09-13 20:12:21 +01:00			`doCheck = false;`

python3Packages.dask-ml: 1.0.0 -> 1.1.1 Also fix dependency issues 2019-12-10 08:18:07 +00:00			`# in lieu of proper tests`
			`pythonImportsCheck = [`
			`"dask_ml"`
			`"dask_ml.naive_bayes"`
			`"dask_ml.wrappers"`
			`"dask_ml.utils"`
			`];`

treewide: with stdenv.lib; in meta -> with lib; Part of: https://github.com/NixOS/nixpkgs/issues/108938 meta = with stdenv.lib; is a widely used pattern. We want to slowly remove the `stdenv.lib` indirection and encourage people to use `lib` directly. Thus let’s start with the meta field. This used a rewriting script to mostly automatically replace all occurances of this pattern, and add the `lib` argument to the package header if it doesn’t exist yet. The script in its current form is available at https://cs.tvl.fyi/depot@2f807d7f141068d2d60676a89213eaa5353ca6e0/-/blob/users/Profpatsch/nixpkgs-rewriter/default.nix 2021-01-11 07:54:33 +00:00			`meta = with lib; {`
treewide: Per RFC45, remove all unquoted URLs 2020-04-01 02:11:51 +01:00			`homepage = "https://github.com/dask/dask-ml";`
pythonPackages.dask-ml: init at 0.10.0 2018-09-13 20:12:21 +01:00			`description = "Scalable Machine Learn with Dask";`
			`license = licenses.bsd3;`
			`maintainers = [ maintainers.costrouc ];`
			`};`
			`}`