simpleml.utils.scoring.load_persistable module

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

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(name='default', **filters)

classmethod load_metric(name, model_id, **filters)

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

static load_persistable(cls, filters)

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