115 lines
2.2 KiB
Nix
115 lines
2.2 KiB
Nix
{
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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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fetchPypi,
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flask,
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gitpython,
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gorilla,
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graphene,
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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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setuptools,
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scikit-learn,
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scipy,
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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 = "2.12.2";
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pyproject = true;
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disabled = pythonOlder "3.8";
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src = fetchPypi {
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inherit pname version;
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hash = "sha256-1xLxr51E8eueG67oymT3MR4YW3Vy/DweCoOkyM7/aq0=";
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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 = [
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pythonRelaxDepsHook
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setuptools
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];
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pythonRemoveDeps = [ "shap" ];
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pythonRelaxDeps = [
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"packaging"
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"pytz"
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"pyarrow"
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];
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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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graphene
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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 = [ "mlflow" ];
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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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mainProgram = "mlflow";
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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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