tempor.utils.serialization module¶

Serialization utilities for models.

tempor.utils.serialization.save(model: Any) → bytes[source]¶

Save a model to bytes using cloudpickle. Companion to load.

Parameters:¶

model : Any¶

Model object to be saved.

Returns:¶

Model serialized to bytes.

Return type:¶

bytes

tempor.utils.serialization.load(buff: bytes) → Any[source]¶

Load a model from bytes using cloudpickle. Companion to save.

Parameters:¶

buff : bytes¶

Model as serialized to bytes (buffer), e.g. loaded from file.

Returns:¶

The model object.

Return type:¶

Any

tempor.utils.serialization.save_to_file(path: str | Path, model: Any) → None[source]¶

Save a model to file using cloudpickle. Companion to load_from_file.

Parameters:¶

path : Union[str, Path]¶

Path to save the model to.

model : Any¶

The model object to be saved.

tempor.utils.serialization.load_from_file(path: str | Path) → Any[source]¶

Load a model from file using cloudpickle. Companion to save_to_file.

Parameters:¶

path : Union[str, Path]¶

The file path to load the model from.

Returns:¶

The loaded model object.

Return type:¶

Any