1 files changed, 64 insertions, 0 deletions
diff --git a/nixpkgs/pkgs/development/python-modules/dask-ml/default.nix b/nixpkgs/pkgs/development/python-modules/dask-ml/default.nix
new file mode 100644
index 000000000000..c5fafa495aa6
--- /dev/null
+++ b/nixpkgs/pkgs/development/python-modules/dask-ml/default.nix
@@ -0,0 +1,64 @@
+{ 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 = "1.2.0";
+  pname = "dask-ml";
+  disabled = pythonOlder "3.6"; # >= 3.6
+
+  src = fetchPypi {
+    inherit pname version;
+    sha256 = "0ppg8licvkxz1af2q87cxms2p6ss2r5d4fdkbcivph56r0v0ci2k";
+  };
+
+  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 stdenv.lib; {
+    homepage = https://github.com/dask/dask-ml;
+    description = "Scalable Machine Learn with Dask";
+    license = licenses.bsd3;
+    maintainers = [ maintainers.costrouc ];
+  };
+}