simpleml.utils.scoring.load_persistable

Module to query registry and retrieve persistables from wherever they are stored.

Module Contents

Classes

PersistableLoader

Wrapper class to load various persistables

simpleml.utils.scoring.load_persistable.LOGGER

simpleml.utils.scoring.load_persistable.__author__ = Elisha Yadgaran

class simpleml.utils.scoring.load_persistable.PersistableLoader

Bases: object

Wrapper class to load various persistables

Sqlalchemy-mixins active record style allows for keyword based filtering:

BaseClass.where(**filters).order_by(**ordering).first()

classmethod load_dataset(cls, name='default', **filters)

classmethod load_metric(cls, name, model_id, **filters)

classmethod load_model(cls, name='default', **filters)

classmethod load_persistable(cls, persistable_class, filters)

classmethod load_pipeline(cls, name='default', **filters)

static validate_environment(persistable)