sasctl.pzmm.mlflow_model

class sasctl.pzmm.mlflow_model.MLFlowModel

Bases: object

Methods

read_mlflow_model_file([m_path])

Read and return model metadata and input/output variables as dictionaries from an MLFlow model directory.

classmethod read_mlflow_model_file(m_path=PosixPath('/home/runner/work/python-sasctl/python-sasctl'))

Read and return model metadata and input/output variables as dictionaries from an MLFlow model directory.

Current implementation only handles simple pickled models. Future feature work is required to include more types of MLFlow models.

Parameters:

m_pathstr or Path object, optional

Directory path of the MLFlow model files. Default is the current working

directory.

Returns:

var_dictdict

Model properties and metadata

inputs_dictlist of dicts

Model input variables

outputs_dictlist of dicts

Model output variables