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{
lib,
alembic,
buildPythonPackage,
click,
cloudpickle,
databricks-cli,
docker,
entrypoints,
fetchPypi,
flask,
gitpython,
gorilla,
graphene,
gunicorn,
importlib-metadata,
markdown,
matplotlib,
numpy,
packaging,
pandas,
prometheus-flask-exporter,
protobuf,
python-dateutil,
pythonOlder,
pythonRelaxDepsHook,
pyarrow,
pytz,
pyyaml,
querystring-parser,
requests,
setuptools,
scikit-learn,
scipy,
simplejson,
sqlalchemy,
sqlparse,
}:
buildPythonPackage rec {
pname = "mlflow";
version = "2.12.2";
pyproject = true;
disabled = pythonOlder "3.8";
src = fetchPypi {
inherit pname version;
hash = "sha256-1xLxr51E8eueG67oymT3MR4YW3Vy/DweCoOkyM7/aq0=";
};
# Remove currently broken dependency `shap`, a model explainability package.
# This seems quite unprincipled especially with tests not being enabled,
# but not mlflow has a 'skinny' install option which does not require `shap`.
nativeBuildInputs = [
pythonRelaxDepsHook
setuptools
];
pythonRemoveDeps = [ "shap" ];
pythonRelaxDeps = [
"packaging"
"pytz"
"pyarrow"
];
propagatedBuildInputs = [
alembic
click
cloudpickle
databricks-cli
docker
entrypoints
flask
gitpython
gorilla
graphene
gunicorn
importlib-metadata
markdown
matplotlib
numpy
packaging
pandas
prometheus-flask-exporter
protobuf
python-dateutil
pyarrow
pytz
pyyaml
querystring-parser
requests
scikit-learn
scipy
#shap
simplejson
sqlalchemy
sqlparse
];
pythonImportsCheck = [ "mlflow" ];
# no tests in PyPI dist
# run into https://stackoverflow.com/questions/51203641/attributeerror-module-alembic-context-has-no-attribute-config
# also, tests use conda so can't run on NixOS without buildFHSEnv
doCheck = false;
meta = with lib; {
description = "Open source platform for the machine learning lifecycle";
mainProgram = "mlflow";
homepage = "https://github.com/mlflow/mlflow";
changelog = "https://github.com/mlflow/mlflow/blob/v${version}/CHANGELOG.md";
license = licenses.asl20;
maintainers = with maintainers; [ tbenst ];
};
}
|
