mixins

Classes

EnsembleMixin()	Base mixin for the ensembles.
SaveEnsembleMixin()	Implementation of AbstractSaveable abstract class for ensemble pipelines.

class EnsembleMixin

Base mixin for the ensembles.

class SaveEnsembleMixin

Implementation of AbstractSaveable abstract class for ensemble pipelines.

It saves object to the zip archive with 3 entities:

• metadata.json: contains library version and class name.

• object.pkl: pickled without pipelines and ts.

• pipelines: folder with saved pipelines.

classmethod load(path: pathlib.Path, ts: Optional[etna.datasets.tsdataset.TSDataset] = None) → typing_extensions.Self

Load an object.

Warning

This method uses dill module which is not secure. It is possible to construct malicious data which will execute arbitrary code during loading. Never load data that could have come from an untrusted source, or that could have been tampered with.

Parameters

• path (pathlib.Path) – Path to load object from.

• ts (Optional[etna.datasets.tsdataset.TSDataset]) – TSDataset to set into loaded pipeline.

Returns

Loaded object.

Return type

typing_extensions.Self

save(path: pathlib.Path)

Save the object.

Parameters

path (pathlib.Path) – Path to save object to.