112 lines
2.2 KiB
Nix
112 lines
2.2 KiB
Nix
{ lib
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, alembic
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, buildPythonPackage
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, click
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, cloudpickle
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, databricks-cli
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, docker
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, entrypoints
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, fetchpatch
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, fetchPypi
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, flask
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, gitpython
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, gorilla
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, gunicorn
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, importlib-metadata
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, markdown
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, matplotlib
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, numpy
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, packaging
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, pandas
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, prometheus-flask-exporter
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, protobuf
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, python-dateutil
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, pythonOlder
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, pythonRelaxDepsHook
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, pyarrow
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, pytz
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, pyyaml
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, querystring-parser
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, requests
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, scikit-learn
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, scipy
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, shap
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, simplejson
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, sqlalchemy
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, sqlparse
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}:
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buildPythonPackage rec {
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pname = "mlflow";
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version = "2.8.1";
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format = "setuptools";
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disabled = pythonOlder "3.7";
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src = fetchPypi {
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inherit pname version;
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hash = "sha256-5OW90tnvsLOG7Lzi335D8ExGoyCAIIQU3FO1/XFVlng=";
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};
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postPatch = ''
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substituteInPlace requirements/core-requirements.txt \
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--replace "gunicorn<21" "gunicorn"
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'';
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# Remove currently broken dependency `shap`, a model explainability package.
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# This seems quite unprincipled especially with tests not being enabled,
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# but not mlflow has a 'skinny' install option which does not require `shap`.
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nativeBuildInputs = [ pythonRelaxDepsHook ];
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pythonRemoveDeps = [ "shap" ];
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pythonRelaxDeps = [ "pytz" "pyarrow" ];
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propagatedBuildInputs = [
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alembic
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click
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cloudpickle
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databricks-cli
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docker
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entrypoints
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flask
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gitpython
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gorilla
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gunicorn
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importlib-metadata
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markdown
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matplotlib
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numpy
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packaging
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pandas
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prometheus-flask-exporter
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protobuf
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python-dateutil
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pyarrow
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pytz
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pyyaml
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querystring-parser
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requests
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scikit-learn
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scipy
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#shap
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simplejson
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sqlalchemy
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sqlparse
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];
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pythonImportsCheck = [
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"mlflow"
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];
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# no tests in PyPI dist
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# run into https://stackoverflow.com/questions/51203641/attributeerror-module-alembic-context-has-no-attribute-config
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# also, tests use conda so can't run on NixOS without buildFHSEnv
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doCheck = false;
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meta = with lib; {
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description = "Open source platform for the machine learning lifecycle";
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homepage = "https://github.com/mlflow/mlflow";
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changelog = "https://github.com/mlflow/mlflow/blob/v${version}/CHANGELOG.md";
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license = licenses.asl20;
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maintainers = with maintainers; [ tbenst ];
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};
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}
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